21187 lines
884 KiB
JSON
21187 lines
884 KiB
JSON
{
|
|
"best_global_step": null,
|
|
"best_metric": null,
|
|
"best_model_checkpoint": null,
|
|
"epoch": 0.40053404539385845,
|
|
"eval_steps": 10,
|
|
"global_step": 600,
|
|
"is_hyper_param_search": false,
|
|
"is_local_process_zero": true,
|
|
"is_world_process_zero": true,
|
|
"log_history": [
|
|
{
|
|
"epoch": 0,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.0058695650861962986,
|
|
"eval_completions/max_length": 9628.91304347826,
|
|
"eval_completions/max_terminated_length": 8156.0,
|
|
"eval_completions/mean_length": 368.0647735595703,
|
|
"eval_completions/mean_terminated_length": 311.3040877632473,
|
|
"eval_completions/min_length": 7.565217391304348,
|
|
"eval_completions/min_terminated_length": 7.565217391304348,
|
|
"eval_entropy": 0.1015095182734987,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 0.0,
|
|
"eval_reward": 0.48876625299453735,
|
|
"eval_reward_std": 0.4879420218260392,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.48876626854357513,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4879420360793238,
|
|
"eval_runtime": 1288.8509,
|
|
"eval_samples_per_second": 3.543,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.8158701243607893,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.8478950832201086,
|
|
"eval_sampling/importance_sampling_ratio/min": 7.554826503316405e-45,
|
|
"eval_sampling/sampling_logp_difference/max": 4.497523665428162,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.013395039526664692,
|
|
"eval_steps_per_second": 0.018,
|
|
"step": 0
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03229166939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9722.0,
|
|
"completions/mean_length": 1250.2750244140625,
|
|
"completions/mean_terminated_length": 958.3035278320312,
|
|
"completions/min_length": 8.0,
|
|
"completions/min_terminated_length": 8.0,
|
|
"entropy": 0.13001826157172522,
|
|
"epoch": 0.0006675567423230974,
|
|
"frac_reward_zero_std": 0.36666667461395264,
|
|
"grad_norm": 0.003963929983317199,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1615016.0,
|
|
"reward": 0.46622881293296814,
|
|
"reward_std": 0.46327731013298035,
|
|
"rewards/TRLRewardAdapter/mean": 0.46622881293296814,
|
|
"rewards/TRLRewardAdapter/std": 0.46327728033065796,
|
|
"sampling/importance_sampling_ratio/max": 2.0905351638793945,
|
|
"sampling/importance_sampling_ratio/mean": 0.5698453783988953,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.875,
|
|
"sampling/sampling_logp_difference/mean": 0.017614439129829407,
|
|
"step": 1,
|
|
"step_time": 349.8505507160444
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.013541667722165585,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9620.0,
|
|
"completions/mean_length": 1983.345947265625,
|
|
"completions/mean_terminated_length": 1873.2967529296875,
|
|
"completions/min_length": 12.0,
|
|
"completions/min_terminated_length": 12.0,
|
|
"entropy": 0.15800216545661291,
|
|
"epoch": 0.0013351134846461949,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.939362319777995e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 4002484.0,
|
|
"reward": 0.5981148481369019,
|
|
"reward_std": 0.420860230922699,
|
|
"rewards/TRLRewardAdapter/mean": 0.5981148481369019,
|
|
"rewards/TRLRewardAdapter/std": 0.4208602011203766,
|
|
"sampling/importance_sampling_ratio/max": 1.067559003829956,
|
|
"sampling/importance_sampling_ratio/mean": 0.0739017054438591,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.5,
|
|
"sampling/sampling_logp_difference/mean": 0.018924588337540627,
|
|
"step": 2,
|
|
"step_time": 195.9517813299317
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01458333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9542.0,
|
|
"completions/mean_length": 1856.4542236328125,
|
|
"completions/mean_terminated_length": 1735.9365234375,
|
|
"completions/min_length": 180.0,
|
|
"completions/min_terminated_length": 180.0,
|
|
"entropy": 0.16341984023650488,
|
|
"epoch": 0.0020026702269692926,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.001521737309633894,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 6246152.0,
|
|
"reward": 0.6672832369804382,
|
|
"reward_std": 0.3837212026119232,
|
|
"rewards/TRLRewardAdapter/mean": 0.6672831773757935,
|
|
"rewards/TRLRewardAdapter/std": 0.3837212026119232,
|
|
"sampling/importance_sampling_ratio/max": 0.6229729056358337,
|
|
"sampling/importance_sampling_ratio/mean": 0.026337940245866776,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 18.75,
|
|
"sampling/sampling_logp_difference/mean": 0.020159056410193443,
|
|
"step": 3,
|
|
"step_time": 310.4930986077525
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03437500074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9962.0,
|
|
"completions/mean_length": 1677.27197265625,
|
|
"completions/mean_terminated_length": 1380.9935302734375,
|
|
"completions/min_length": 84.0,
|
|
"completions/min_terminated_length": 84.0,
|
|
"entropy": 0.1610188608368238,
|
|
"epoch": 0.0026702269692923898,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00026909690612077414,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 8283405.0,
|
|
"reward": 0.7308850884437561,
|
|
"reward_std": 0.3842007517814636,
|
|
"rewards/TRLRewardAdapter/mean": 0.7308850884437561,
|
|
"rewards/TRLRewardAdapter/std": 0.38420072197914124,
|
|
"sampling/importance_sampling_ratio/max": 1.3412060737609863,
|
|
"sampling/importance_sampling_ratio/mean": 0.05025748163461685,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 37.75,
|
|
"sampling/sampling_logp_difference/mean": 0.02056610956788063,
|
|
"step": 4,
|
|
"step_time": 332.3665581381647
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9797.0,
|
|
"completions/mean_length": 2173.40625,
|
|
"completions/mean_terminated_length": 1946.9130859375,
|
|
"completions/min_length": 179.0,
|
|
"completions/min_terminated_length": 179.0,
|
|
"entropy": 0.1481627250711123,
|
|
"epoch": 0.0033377837116154874,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0001760998357281595,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 10783699.0,
|
|
"reward": 0.6633889079093933,
|
|
"reward_std": 0.3884478807449341,
|
|
"rewards/TRLRewardAdapter/mean": 0.6633889079093933,
|
|
"rewards/TRLRewardAdapter/std": 0.3884478807449341,
|
|
"sampling/importance_sampling_ratio/max": 1.0769588947296143,
|
|
"sampling/importance_sampling_ratio/mean": 0.03196404129266739,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.205452919006348,
|
|
"sampling/sampling_logp_difference/mean": 0.018785811960697174,
|
|
"step": 5,
|
|
"step_time": 373.0113164811628
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.013541667722165585,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9959.0,
|
|
"completions/mean_length": 2476.58349609375,
|
|
"completions/mean_terminated_length": 2373.30517578125,
|
|
"completions/min_length": 337.0,
|
|
"completions/min_terminated_length": 337.0,
|
|
"entropy": 0.16313111037015915,
|
|
"epoch": 0.004005340453938585,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 8.253879711639936e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 13702563.0,
|
|
"reward": 0.6100946664810181,
|
|
"reward_std": 0.3951525390148163,
|
|
"rewards/TRLRewardAdapter/mean": 0.6100946664810181,
|
|
"rewards/TRLRewardAdapter/std": 0.39515256881713867,
|
|
"sampling/importance_sampling_ratio/max": 0.3195042610168457,
|
|
"sampling/importance_sampling_ratio/mean": 0.006963352672755718,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.37500286102295,
|
|
"sampling/sampling_logp_difference/mean": 0.01997915282845497,
|
|
"step": 6,
|
|
"step_time": 340.5359437910374
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9880.0,
|
|
"completions/mean_length": 2698.790771484375,
|
|
"completions/mean_terminated_length": 2422.52880859375,
|
|
"completions/min_length": 305.0,
|
|
"completions/min_terminated_length": 305.0,
|
|
"entropy": 0.18421495457490286,
|
|
"epoch": 0.004672897196261682,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.4062077062050323e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 16796122.0,
|
|
"reward": 0.611805260181427,
|
|
"reward_std": 0.390032023191452,
|
|
"rewards/TRLRewardAdapter/mean": 0.6118052005767822,
|
|
"rewards/TRLRewardAdapter/std": 0.3900320529937744,
|
|
"sampling/importance_sampling_ratio/max": 0.7145169973373413,
|
|
"sampling/importance_sampling_ratio/mean": 0.01436836551874876,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 24.0,
|
|
"sampling/sampling_logp_difference/mean": 0.022083934396505356,
|
|
"step": 7,
|
|
"step_time": 362.56761700916104
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.008333333767950535,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9844.0,
|
|
"completions/mean_length": 1520.1563720703125,
|
|
"completions/mean_terminated_length": 1448.8970947265625,
|
|
"completions/min_length": 134.0,
|
|
"completions/min_terminated_length": 134.0,
|
|
"entropy": 0.12639248246947923,
|
|
"epoch": 0.0053404539385847796,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 8.54893146633734e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 18704016.0,
|
|
"reward": 0.7656512260437012,
|
|
"reward_std": 0.31629979610443115,
|
|
"rewards/TRLRewardAdapter/mean": 0.7656511664390564,
|
|
"rewards/TRLRewardAdapter/std": 0.31629976630210876,
|
|
"sampling/importance_sampling_ratio/max": 1.4734091758728027,
|
|
"sampling/importance_sampling_ratio/mean": 0.06605617702007294,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.384025573730469,
|
|
"sampling/sampling_logp_difference/mean": 0.016400350257754326,
|
|
"step": 8,
|
|
"step_time": 294.09013770811725
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04062500223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9995.0,
|
|
"completions/mean_length": 2445.67822265625,
|
|
"completions/mean_terminated_length": 2125.788330078125,
|
|
"completions/min_length": 203.0,
|
|
"completions/min_terminated_length": 203.0,
|
|
"entropy": 0.16306241105000177,
|
|
"epoch": 0.006008010680907877,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.867191573872283e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 21534779.0,
|
|
"reward": 0.6143709421157837,
|
|
"reward_std": 0.41769421100616455,
|
|
"rewards/TRLRewardAdapter/mean": 0.6143709421157837,
|
|
"rewards/TRLRewardAdapter/std": 0.41769421100616455,
|
|
"sampling/importance_sampling_ratio/max": 1.1997272968292236,
|
|
"sampling/importance_sampling_ratio/mean": 0.03804197162389755,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 46.601531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.020102281123399734,
|
|
"step": 9,
|
|
"step_time": 403.3070120601915
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07083334028720856,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9965.0,
|
|
"completions/mean_length": 3102.454345703125,
|
|
"completions/mean_terminated_length": 2576.63232421875,
|
|
"completions/min_length": 376.0,
|
|
"completions/min_terminated_length": 376.0,
|
|
"entropy": 0.18473305304845175,
|
|
"epoch": 0.006675567423230975,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 3.4163132565526005e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 24949455.0,
|
|
"reward": 0.550864577293396,
|
|
"reward_std": 0.4099152982234955,
|
|
"rewards/TRLRewardAdapter/mean": 0.5508645176887512,
|
|
"rewards/TRLRewardAdapter/std": 0.4099152982234955,
|
|
"sampling/importance_sampling_ratio/max": 1.446485161781311,
|
|
"sampling/importance_sampling_ratio/mean": 0.011628195643424988,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 24.101531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.02207454852759838,
|
|
"step": 10,
|
|
"step_time": 377.2115316420095
|
|
},
|
|
{
|
|
"epoch": 0.006675567423230975,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.028043477350602978,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9730.608695652174,
|
|
"eval_completions/mean_length": 2548.084281589674,
|
|
"eval_completions/mean_terminated_length": 2332.8760508661685,
|
|
"eval_completions/min_length": 167.47826086956522,
|
|
"eval_completions/min_terminated_length": 167.47826086956522,
|
|
"eval_entropy": 0.17597556826861008,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 24949455.0,
|
|
"eval_reward": 0.6852899919385496,
|
|
"eval_reward_std": 0.35346189270848816,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6852900126705999,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.35346189659574756,
|
|
"eval_runtime": 1482.6659,
|
|
"eval_samples_per_second": 3.08,
|
|
"eval_sampling/importance_sampling_ratio/max": 0.7418420923792798,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.029462316194954125,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 10.493550735971201,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.02119544035066729,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 10
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02500000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9938.0,
|
|
"completions/mean_length": 2751.2021484375,
|
|
"completions/mean_terminated_length": 2565.335693359375,
|
|
"completions/min_length": 259.0,
|
|
"completions/min_terminated_length": 259.0,
|
|
"entropy": 0.16327736030022302,
|
|
"epoch": 0.007343124165554072,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 7.071755903277013e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 28079825.0,
|
|
"reward": 0.6465809345245361,
|
|
"reward_std": 0.3833412528038025,
|
|
"rewards/TRLRewardAdapter/mean": 0.6465808749198914,
|
|
"rewards/TRLRewardAdapter/std": 0.3833412230014801,
|
|
"sampling/importance_sampling_ratio/max": 1.565128207206726,
|
|
"sampling/importance_sampling_ratio/mean": 0.0151217607781291,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.675609588623047,
|
|
"sampling/sampling_logp_difference/mean": 0.02042572572827339,
|
|
"step": 11,
|
|
"step_time": 285.10956294019707
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04583333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9997.0,
|
|
"completions/mean_length": 2812.61669921875,
|
|
"completions/mean_terminated_length": 2467.371337890625,
|
|
"completions/min_length": 261.0,
|
|
"completions/min_terminated_length": 261.0,
|
|
"entropy": 0.16007833182811737,
|
|
"epoch": 0.00801068090787717,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 6.132698409544181e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 31215617.0,
|
|
"reward": 0.643985390663147,
|
|
"reward_std": 0.37482520937919617,
|
|
"rewards/TRLRewardAdapter/mean": 0.643985390663147,
|
|
"rewards/TRLRewardAdapter/std": 0.37482523918151855,
|
|
"sampling/importance_sampling_ratio/max": 0.7140831351280212,
|
|
"sampling/importance_sampling_ratio/mean": 0.016925837844610214,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 32.0,
|
|
"sampling/sampling_logp_difference/mean": 0.0196083877235651,
|
|
"step": 12,
|
|
"step_time": 370.41739310568664
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03333333507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9992.0,
|
|
"completions/mean_length": 2703.39697265625,
|
|
"completions/mean_terminated_length": 2451.789794921875,
|
|
"completions/min_length": 270.0,
|
|
"completions/min_terminated_length": 270.0,
|
|
"entropy": 0.150363989174366,
|
|
"epoch": 0.008678237650200267,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 8.068492843481342e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 34309246.0,
|
|
"reward": 0.6158199906349182,
|
|
"reward_std": 0.3933789134025574,
|
|
"rewards/TRLRewardAdapter/mean": 0.6158199310302734,
|
|
"rewards/TRLRewardAdapter/std": 0.3933789134025574,
|
|
"sampling/importance_sampling_ratio/max": 1.2546262741088867,
|
|
"sampling/importance_sampling_ratio/mean": 0.027454596012830734,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 46.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01873675175011158,
|
|
"step": 13,
|
|
"step_time": 343.28990873193834
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.013541667722165585,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9624.0,
|
|
"completions/mean_length": 1839.6292724609375,
|
|
"completions/mean_terminated_length": 1727.6072998046875,
|
|
"completions/min_length": 259.0,
|
|
"completions/min_terminated_length": 259.0,
|
|
"entropy": 0.16461336115996042,
|
|
"epoch": 0.009345794392523364,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 8.430481391381056e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 36499898.0,
|
|
"reward": 0.7455891966819763,
|
|
"reward_std": 0.34534528851509094,
|
|
"rewards/TRLRewardAdapter/mean": 0.7455891370773315,
|
|
"rewards/TRLRewardAdapter/std": 0.34534528851509094,
|
|
"sampling/importance_sampling_ratio/max": 0.4804428517818451,
|
|
"sampling/importance_sampling_ratio/mean": 0.018482353538274765,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.0,
|
|
"sampling/sampling_logp_difference/mean": 0.021020328626036644,
|
|
"step": 14,
|
|
"step_time": 300.4185423569288
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02291666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9987.0,
|
|
"completions/mean_length": 2474.071044921875,
|
|
"completions/mean_terminated_length": 2297.556640625,
|
|
"completions/min_length": 191.0,
|
|
"completions/min_terminated_length": 191.0,
|
|
"entropy": 0.16982072591781616,
|
|
"epoch": 0.010013351134846462,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 7.293729803626923e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 39322238.0,
|
|
"reward": 0.7068325281143188,
|
|
"reward_std": 0.33907824754714966,
|
|
"rewards/TRLRewardAdapter/mean": 0.7068325281143188,
|
|
"rewards/TRLRewardAdapter/std": 0.33907824754714966,
|
|
"sampling/importance_sampling_ratio/max": 1.1466498374938965,
|
|
"sampling/importance_sampling_ratio/mean": 0.03342071920633316,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.5,
|
|
"sampling/sampling_logp_difference/mean": 0.021197987720370293,
|
|
"step": 15,
|
|
"step_time": 325.7601255310001
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0260416679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9296.0,
|
|
"completions/mean_length": 1522.5438232421875,
|
|
"completions/mean_terminated_length": 1295.873779296875,
|
|
"completions/min_length": 130.0,
|
|
"completions/min_terminated_length": 130.0,
|
|
"entropy": 0.15955317517121634,
|
|
"epoch": 0.010680907877169559,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 8.448982229059143e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 41200104.0,
|
|
"reward": 0.8010233640670776,
|
|
"reward_std": 0.2865890562534332,
|
|
"rewards/TRLRewardAdapter/mean": 0.8010233044624329,
|
|
"rewards/TRLRewardAdapter/std": 0.28658902645111084,
|
|
"sampling/importance_sampling_ratio/max": 1.0263442993164062,
|
|
"sampling/importance_sampling_ratio/mean": 0.04621851444244385,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.5,
|
|
"sampling/sampling_logp_difference/mean": 0.019944362342357635,
|
|
"step": 16,
|
|
"step_time": 270.0631648580311
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01145833358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9980.0,
|
|
"completions/mean_length": 2042.39697265625,
|
|
"completions/mean_terminated_length": 1950.1590576171875,
|
|
"completions/min_length": 172.0,
|
|
"completions/min_terminated_length": 172.0,
|
|
"entropy": 0.1565666620930036,
|
|
"epoch": 0.011348464619492658,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.7796010189351604e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 43625765.0,
|
|
"reward": 0.7884296774864197,
|
|
"reward_std": 0.25384098291397095,
|
|
"rewards/TRLRewardAdapter/mean": 0.7884296178817749,
|
|
"rewards/TRLRewardAdapter/std": 0.25384098291397095,
|
|
"sampling/importance_sampling_ratio/max": 1.861295461654663,
|
|
"sampling/importance_sampling_ratio/mean": 0.017603568732738495,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.612419128417969,
|
|
"sampling/sampling_logp_difference/mean": 0.019831787794828415,
|
|
"step": 17,
|
|
"step_time": 347.98629364511
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0,
|
|
"completions/max_length": 9900.0,
|
|
"completions/max_terminated_length": 9900.0,
|
|
"completions/mean_length": 1444.2657470703125,
|
|
"completions/mean_terminated_length": 1444.2657470703125,
|
|
"completions/min_length": 227.0,
|
|
"completions/min_terminated_length": 227.0,
|
|
"entropy": 0.15096635619799295,
|
|
"epoch": 0.012016021361815754,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 7.570612011506107e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 45440676.0,
|
|
"reward": 0.8326675891876221,
|
|
"reward_std": 0.22673535346984863,
|
|
"rewards/TRLRewardAdapter/mean": 0.8326675295829773,
|
|
"rewards/TRLRewardAdapter/std": 0.22673535346984863,
|
|
"sampling/importance_sampling_ratio/max": 0.968313992023468,
|
|
"sampling/importance_sampling_ratio/mean": 0.02924155816435814,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.5,
|
|
"sampling/sampling_logp_difference/mean": 0.019063441082835197,
|
|
"step": 18,
|
|
"step_time": 133.0458398879273
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0052083334885537624,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9047.0,
|
|
"completions/mean_length": 1453.857421875,
|
|
"completions/mean_terminated_length": 1409.1131591796875,
|
|
"completions/min_length": 211.0,
|
|
"completions/min_terminated_length": 211.0,
|
|
"entropy": 0.16292286415894827,
|
|
"epoch": 0.012683578104138851,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.1878002922909265e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 47252155.0,
|
|
"reward": 0.7933103442192078,
|
|
"reward_std": 0.30603086948394775,
|
|
"rewards/TRLRewardAdapter/mean": 0.793310284614563,
|
|
"rewards/TRLRewardAdapter/std": 0.30603086948394775,
|
|
"sampling/importance_sampling_ratio/max": 0.7120311260223389,
|
|
"sampling/importance_sampling_ratio/mean": 0.03436170145869255,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.0568528175354,
|
|
"sampling/sampling_logp_difference/mean": 0.020125074312090874,
|
|
"step": 19,
|
|
"step_time": 239.29895686078817
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9918.0,
|
|
"completions/mean_length": 2134.92919921875,
|
|
"completions/mean_terminated_length": 1837.3319091796875,
|
|
"completions/min_length": 255.0,
|
|
"completions/min_terminated_length": 255.0,
|
|
"entropy": 0.1405639722943306,
|
|
"epoch": 0.01335113484646195,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 7.971985035081557e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 49744727.0,
|
|
"reward": 0.7721226215362549,
|
|
"reward_std": 0.31692877411842346,
|
|
"rewards/TRLRewardAdapter/mean": 0.7721225619316101,
|
|
"rewards/TRLRewardAdapter/std": 0.31692877411842346,
|
|
"sampling/importance_sampling_ratio/max": 0.7781100273132324,
|
|
"sampling/importance_sampling_ratio/mean": 0.03497695177793503,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.213587284088135,
|
|
"sampling/sampling_logp_difference/mean": 0.018059207126498222,
|
|
"step": 20,
|
|
"step_time": 397.5263723449316
|
|
},
|
|
{
|
|
"epoch": 0.01335113484646195,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.0330434774413057,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9637.652173913044,
|
|
"eval_completions/mean_length": 2604.1188646399455,
|
|
"eval_completions/mean_terminated_length": 2351.3665824558425,
|
|
"eval_completions/min_length": 176.2608695652174,
|
|
"eval_completions/min_terminated_length": 176.2608695652174,
|
|
"eval_entropy": 0.1739662607078967,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 49744727.0,
|
|
"eval_reward": 0.6817569836326267,
|
|
"eval_reward_std": 0.3527678212393885,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6817569888156393,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.35276782253514166,
|
|
"eval_runtime": 1474.8377,
|
|
"eval_samples_per_second": 3.096,
|
|
"eval_sampling/importance_sampling_ratio/max": 0.7803603579168734,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.027462159728874332,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 16.37684584700543,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.021047963396362637,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 20
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0729166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9995.0,
|
|
"completions/mean_length": 2811.086669921875,
|
|
"completions/mean_terminated_length": 2245.666259765625,
|
|
"completions/min_length": 193.0,
|
|
"completions/min_terminated_length": 193.0,
|
|
"entropy": 0.15907751520474753,
|
|
"epoch": 0.014018691588785047,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.7370032066204033e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 52867722.0,
|
|
"reward": 0.6375277638435364,
|
|
"reward_std": 0.40191683173179626,
|
|
"rewards/TRLRewardAdapter/mean": 0.6375277042388916,
|
|
"rewards/TRLRewardAdapter/std": 0.40191683173179626,
|
|
"sampling/importance_sampling_ratio/max": 1.454261064529419,
|
|
"sampling/importance_sampling_ratio/mean": 0.02419554814696312,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 57.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01970238797366619,
|
|
"step": 21,
|
|
"step_time": 392.6877905498259
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02395833469927311,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9924.0,
|
|
"completions/mean_length": 1882.697998046875,
|
|
"completions/mean_terminated_length": 1683.4471435546875,
|
|
"completions/min_length": 155.0,
|
|
"completions/min_terminated_length": 155.0,
|
|
"entropy": 0.14062569538752237,
|
|
"epoch": 0.014686248331108143,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 4.558253878958991e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 55109544.0,
|
|
"reward": 0.7195169925689697,
|
|
"reward_std": 0.3621172308921814,
|
|
"rewards/TRLRewardAdapter/mean": 0.719516932964325,
|
|
"rewards/TRLRewardAdapter/std": 0.3621172308921814,
|
|
"sampling/importance_sampling_ratio/max": 0.9061365723609924,
|
|
"sampling/importance_sampling_ratio/mean": 0.04393158107995987,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.705451965332031,
|
|
"sampling/sampling_logp_difference/mean": 0.017876289784908295,
|
|
"step": 22,
|
|
"step_time": 266.21505853009876
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9480.0,
|
|
"completions/mean_length": 1694.966796875,
|
|
"completions/mean_terminated_length": 1686.306640625,
|
|
"completions/min_length": 162.0,
|
|
"completions/min_terminated_length": 162.0,
|
|
"entropy": 0.14270612597465515,
|
|
"epoch": 0.015353805073431242,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 1.985058673320514e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 57172840.0,
|
|
"reward": 0.729175329208374,
|
|
"reward_std": 0.34734463691711426,
|
|
"rewards/TRLRewardAdapter/mean": 0.729175329208374,
|
|
"rewards/TRLRewardAdapter/std": 0.34734463691711426,
|
|
"sampling/importance_sampling_ratio/max": 0.7115302085876465,
|
|
"sampling/importance_sampling_ratio/mean": 0.020532799884676933,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.0,
|
|
"sampling/sampling_logp_difference/mean": 0.018028447404503822,
|
|
"step": 23,
|
|
"step_time": 180.27268743491732
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0,
|
|
"completions/max_length": 9344.0,
|
|
"completions/max_terminated_length": 9344.0,
|
|
"completions/mean_length": 1484.5167236328125,
|
|
"completions/mean_terminated_length": 1484.5167236328125,
|
|
"completions/min_length": 198.0,
|
|
"completions/min_terminated_length": 198.0,
|
|
"entropy": 0.15847162157297134,
|
|
"epoch": 0.01602136181575434,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0001028474995219759,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 59037528.0,
|
|
"reward": 0.7915544509887695,
|
|
"reward_std": 0.2957701086997986,
|
|
"rewards/TRLRewardAdapter/mean": 0.7915543913841248,
|
|
"rewards/TRLRewardAdapter/std": 0.2957700788974762,
|
|
"sampling/importance_sampling_ratio/max": 2.068155527114868,
|
|
"sampling/importance_sampling_ratio/mean": 0.041101083159446716,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.384025573730469,
|
|
"sampling/sampling_logp_difference/mean": 0.020195234566926956,
|
|
"step": 24,
|
|
"step_time": 153.1247306568548
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9968.0,
|
|
"completions/mean_length": 3015.501220703125,
|
|
"completions/mean_terminated_length": 2743.377685546875,
|
|
"completions/min_length": 242.0,
|
|
"completions/min_terminated_length": 242.0,
|
|
"entropy": 0.1667938530445099,
|
|
"epoch": 0.016688918558077435,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 4.893860387088866e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 62414105.0,
|
|
"reward": 0.5980639457702637,
|
|
"reward_std": 0.41652798652648926,
|
|
"rewards/TRLRewardAdapter/mean": 0.5980638861656189,
|
|
"rewards/TRLRewardAdapter/std": 0.41652798652648926,
|
|
"sampling/importance_sampling_ratio/max": 0.685901403427124,
|
|
"sampling/importance_sampling_ratio/mean": 0.02078217826783657,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 41.45545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.02037177048623562,
|
|
"step": 25,
|
|
"step_time": 288.5315183630446
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9735.0,
|
|
"completions/mean_length": 1771.1802978515625,
|
|
"completions/mean_terminated_length": 1450.5767822265625,
|
|
"completions/min_length": 202.0,
|
|
"completions/min_terminated_length": 202.0,
|
|
"entropy": 0.11857244869073232,
|
|
"epoch": 0.017356475300400534,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.3652553532197679e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 64551846.0,
|
|
"reward": 0.7697377800941467,
|
|
"reward_std": 0.337533563375473,
|
|
"rewards/TRLRewardAdapter/mean": 0.7697377800941467,
|
|
"rewards/TRLRewardAdapter/std": 0.33753353357315063,
|
|
"sampling/importance_sampling_ratio/max": 0.7082079648971558,
|
|
"sampling/importance_sampling_ratio/mean": 0.0345943346619606,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.5,
|
|
"sampling/sampling_logp_difference/mean": 0.015839187428355217,
|
|
"step": 26,
|
|
"step_time": 378.49634133896325
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01770833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9775.0,
|
|
"completions/mean_length": 2556.24169921875,
|
|
"completions/mean_terminated_length": 2422.048828125,
|
|
"completions/min_length": 231.0,
|
|
"completions/min_terminated_length": 231.0,
|
|
"entropy": 0.16674817353487015,
|
|
"epoch": 0.018024032042723633,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 6.3078272732644785e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 67498254.0,
|
|
"reward": 0.6306492686271667,
|
|
"reward_std": 0.39549604058265686,
|
|
"rewards/TRLRewardAdapter/mean": 0.6306492686271667,
|
|
"rewards/TRLRewardAdapter/std": 0.3954960107803345,
|
|
"sampling/importance_sampling_ratio/max": 1.0434380769729614,
|
|
"sampling/importance_sampling_ratio/mean": 0.014426070265471935,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 39.1340217590332,
|
|
"sampling/sampling_logp_difference/mean": 0.020697642117738724,
|
|
"step": 27,
|
|
"step_time": 282.7175688589923
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9967.0,
|
|
"completions/mean_length": 2606.767822265625,
|
|
"completions/mean_terminated_length": 2318.7197265625,
|
|
"completions/min_length": 247.0,
|
|
"completions/min_terminated_length": 247.0,
|
|
"entropy": 0.15262326101462045,
|
|
"epoch": 0.018691588785046728,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 4.3801614561624256e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 70447375.0,
|
|
"reward": 0.6429911851882935,
|
|
"reward_std": 0.39121928811073303,
|
|
"rewards/TRLRewardAdapter/mean": 0.6429911255836487,
|
|
"rewards/TRLRewardAdapter/std": 0.3912193179130554,
|
|
"sampling/importance_sampling_ratio/max": 0.8509641289710999,
|
|
"sampling/importance_sampling_ratio/mean": 0.028081044554710388,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 25.878543853759766,
|
|
"sampling/sampling_logp_difference/mean": 0.019199039787054062,
|
|
"step": 28,
|
|
"step_time": 357.09570511907805
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9176.0,
|
|
"completions/mean_length": 1643.8365478515625,
|
|
"completions/mean_terminated_length": 1626.3914794921875,
|
|
"completions/min_length": 191.0,
|
|
"completions/min_terminated_length": 191.0,
|
|
"entropy": 0.15326853096485138,
|
|
"epoch": 0.019359145527369826,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.000247012572821296,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 72458514.0,
|
|
"reward": 0.7526599764823914,
|
|
"reward_std": 0.3449936807155609,
|
|
"rewards/TRLRewardAdapter/mean": 0.7526599168777466,
|
|
"rewards/TRLRewardAdapter/std": 0.3449936807155609,
|
|
"sampling/importance_sampling_ratio/max": 0.7676636576652527,
|
|
"sampling/importance_sampling_ratio/mean": 0.03247120976448059,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 25.56729507446289,
|
|
"sampling/sampling_logp_difference/mean": 0.01978626661002636,
|
|
"step": 29,
|
|
"step_time": 223.34505005995743
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03541667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9978.0,
|
|
"completions/mean_length": 2350.531494140625,
|
|
"completions/mean_terminated_length": 2069.665283203125,
|
|
"completions/min_length": 256.0,
|
|
"completions/min_terminated_length": 256.0,
|
|
"entropy": 0.14331835011641184,
|
|
"epoch": 0.020026702269692925,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.3437896643192213e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 75243280.0,
|
|
"reward": 0.7099708914756775,
|
|
"reward_std": 0.3590555787086487,
|
|
"rewards/TRLRewardAdapter/mean": 0.7099708318710327,
|
|
"rewards/TRLRewardAdapter/std": 0.35905560851097107,
|
|
"sampling/importance_sampling_ratio/max": 0.6232369542121887,
|
|
"sampling/importance_sampling_ratio/mean": 0.023311033844947815,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 20.99374771118164,
|
|
"sampling/sampling_logp_difference/mean": 0.017780710011720657,
|
|
"step": 30,
|
|
"step_time": 361.775055492064
|
|
},
|
|
{
|
|
"epoch": 0.020026702269692925,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.03239130354283944,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9772.260869565218,
|
|
"eval_completions/mean_length": 2606.1256050441575,
|
|
"eval_completions/mean_terminated_length": 2358.0577339504075,
|
|
"eval_completions/min_length": 169.82608695652175,
|
|
"eval_completions/min_terminated_length": 169.82608695652175,
|
|
"eval_entropy": 0.17186743539312613,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 75243280.0,
|
|
"eval_reward": 0.6803432029226552,
|
|
"eval_reward_std": 0.3560306883376578,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6803432288377181,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3560306987036829,
|
|
"eval_runtime": 1472.6501,
|
|
"eval_samples_per_second": 3.101,
|
|
"eval_sampling/importance_sampling_ratio/max": 0.9402208820633267,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.03124737205064815,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 8.592522258343903,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.020907699494906094,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 30
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9981.0,
|
|
"completions/mean_length": 3137.97412109375,
|
|
"completions/mean_terminated_length": 2816.199462890625,
|
|
"completions/min_length": 247.0,
|
|
"completions/min_terminated_length": 247.0,
|
|
"entropy": 0.16550657898187637,
|
|
"epoch": 0.02069425901201602,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 6.4489976586773445e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 78776503.0,
|
|
"reward": 0.6009894609451294,
|
|
"reward_std": 0.3955569863319397,
|
|
"rewards/TRLRewardAdapter/mean": 0.6009894013404846,
|
|
"rewards/TRLRewardAdapter/std": 0.3955569863319397,
|
|
"sampling/importance_sampling_ratio/max": 0.5240107178688049,
|
|
"sampling/importance_sampling_ratio/mean": 0.0119780907407403,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.25,
|
|
"sampling/sampling_logp_difference/mean": 0.020377689972519875,
|
|
"step": 31,
|
|
"step_time": 343.00474963581655
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9627.0,
|
|
"completions/mean_length": 1861.5615234375,
|
|
"completions/mean_terminated_length": 1853.0750732421875,
|
|
"completions/min_length": 332.0,
|
|
"completions/min_terminated_length": 332.0,
|
|
"entropy": 0.14779063314199448,
|
|
"epoch": 0.021361815754339118,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 5.468140486117813e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 80980978.0,
|
|
"reward": 0.7782094478607178,
|
|
"reward_std": 0.2788294553756714,
|
|
"rewards/TRLRewardAdapter/mean": 0.7782094478607178,
|
|
"rewards/TRLRewardAdapter/std": 0.278829425573349,
|
|
"sampling/importance_sampling_ratio/max": 0.6572726964950562,
|
|
"sampling/importance_sampling_ratio/mean": 0.022478308528661728,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.75,
|
|
"sampling/sampling_logp_difference/mean": 0.018854469060897827,
|
|
"step": 32,
|
|
"step_time": 255.422315533855
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05104167014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9926.0,
|
|
"completions/mean_length": 2384.95947265625,
|
|
"completions/mean_terminated_length": 1975.368896484375,
|
|
"completions/min_length": 125.0,
|
|
"completions/min_terminated_length": 125.0,
|
|
"entropy": 0.14300387849410376,
|
|
"epoch": 0.022029372496662217,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.0219617496418375e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 83763883.0,
|
|
"reward": 0.7019184827804565,
|
|
"reward_std": 0.36701837182044983,
|
|
"rewards/TRLRewardAdapter/mean": 0.7019184827804565,
|
|
"rewards/TRLRewardAdapter/std": 0.36701837182044983,
|
|
"sampling/importance_sampling_ratio/max": 1.499758243560791,
|
|
"sampling/importance_sampling_ratio/mean": 0.06447918713092804,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.75,
|
|
"sampling/sampling_logp_difference/mean": 0.01836785487830639,
|
|
"step": 33,
|
|
"step_time": 358.00598470889963
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02916666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9936.0,
|
|
"completions/mean_length": 2744.158447265625,
|
|
"completions/mean_terminated_length": 2526.171630859375,
|
|
"completions/min_length": 180.0,
|
|
"completions/min_terminated_length": 180.0,
|
|
"entropy": 0.16053040077288946,
|
|
"epoch": 0.022696929238985315,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 9.067959481784585e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 86873891.0,
|
|
"reward": 0.6393517255783081,
|
|
"reward_std": 0.40533024072647095,
|
|
"rewards/TRLRewardAdapter/mean": 0.6393517255783081,
|
|
"rewards/TRLRewardAdapter/std": 0.40533021092414856,
|
|
"sampling/importance_sampling_ratio/max": 1.1513885259628296,
|
|
"sampling/importance_sampling_ratio/mean": 0.043466292321681976,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 40.20545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.01987256109714508,
|
|
"step": 34,
|
|
"step_time": 309.8196011830587
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.006250000558793545,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9354.0,
|
|
"completions/mean_length": 1843.533447265625,
|
|
"completions/mean_terminated_length": 1792.2347412109375,
|
|
"completions/min_length": 233.0,
|
|
"completions/min_terminated_length": 233.0,
|
|
"entropy": 0.15330085655053458,
|
|
"epoch": 0.02336448598130841,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 1.3118477236626115e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 89097827.0,
|
|
"reward": 0.7772722244262695,
|
|
"reward_std": 0.2914155125617981,
|
|
"rewards/TRLRewardAdapter/mean": 0.7772721648216248,
|
|
"rewards/TRLRewardAdapter/std": 0.2914155125617981,
|
|
"sampling/importance_sampling_ratio/max": 0.8629078269004822,
|
|
"sampling/importance_sampling_ratio/mean": 0.03069988824427128,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01882343553006649,
|
|
"step": 35,
|
|
"step_time": 177.82547514908947
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0052083334885537624,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9696.0,
|
|
"completions/mean_length": 1837.0552978515625,
|
|
"completions/mean_terminated_length": 1794.3172607421875,
|
|
"completions/min_length": 213.0,
|
|
"completions/min_terminated_length": 213.0,
|
|
"entropy": 0.15561727186044058,
|
|
"epoch": 0.02403204272363151,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.319521792394332e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 91277400.0,
|
|
"reward": 0.7288545370101929,
|
|
"reward_std": 0.34979894757270813,
|
|
"rewards/TRLRewardAdapter/mean": 0.7288544774055481,
|
|
"rewards/TRLRewardAdapter/std": 0.34979891777038574,
|
|
"sampling/importance_sampling_ratio/max": 1.118497610092163,
|
|
"sampling/importance_sampling_ratio/mean": 0.01759815216064453,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 24.5,
|
|
"sampling/sampling_logp_difference/mean": 0.01941339112818241,
|
|
"step": 36,
|
|
"step_time": 239.22541462804656
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.08645834028720856,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9984.0,
|
|
"completions/mean_length": 2795.52197265625,
|
|
"completions/mean_terminated_length": 2113.68408203125,
|
|
"completions/min_length": 168.0,
|
|
"completions/min_terminated_length": 168.0,
|
|
"entropy": 0.1540344258149465,
|
|
"epoch": 0.024699599465954607,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.2511966425095354e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 94367309.0,
|
|
"reward": 0.652622640132904,
|
|
"reward_std": 0.39773157238960266,
|
|
"rewards/TRLRewardAdapter/mean": 0.6526225805282593,
|
|
"rewards/TRLRewardAdapter/std": 0.3977315425872803,
|
|
"sampling/importance_sampling_ratio/max": 1.2285096645355225,
|
|
"sampling/importance_sampling_ratio/mean": 0.03183310478925705,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 26.5,
|
|
"sampling/sampling_logp_difference/mean": 0.019448338076472282,
|
|
"step": 37,
|
|
"step_time": 378.83378495124634
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05000000447034836,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8997.0,
|
|
"completions/mean_length": 1632.0718994140625,
|
|
"completions/mean_terminated_length": 1191.6546630859375,
|
|
"completions/min_length": 229.0,
|
|
"completions/min_terminated_length": 229.0,
|
|
"entropy": 0.14959441870450974,
|
|
"epoch": 0.025367156208277702,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.795074141172063e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 96343218.0,
|
|
"reward": 0.7979875206947327,
|
|
"reward_std": 0.2945046126842499,
|
|
"rewards/TRLRewardAdapter/mean": 0.7979875206947327,
|
|
"rewards/TRLRewardAdapter/std": 0.2945046126842499,
|
|
"sampling/importance_sampling_ratio/max": 1.0672026872634888,
|
|
"sampling/importance_sampling_ratio/mean": 0.038581229746341705,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.101529598236084,
|
|
"sampling/sampling_logp_difference/mean": 0.018767818808555603,
|
|
"step": 38,
|
|
"step_time": 392.2913121720776
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06145833805203438,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9840.0,
|
|
"completions/mean_length": 2673.05224609375,
|
|
"completions/mean_terminated_length": 2193.26318359375,
|
|
"completions/min_length": 208.0,
|
|
"completions/min_terminated_length": 208.0,
|
|
"entropy": 0.16396502405405045,
|
|
"epoch": 0.0260347129506008,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 4.212446028287396e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 99401252.0,
|
|
"reward": 0.6855279803276062,
|
|
"reward_std": 0.36191561818122864,
|
|
"rewards/TRLRewardAdapter/mean": 0.6855279207229614,
|
|
"rewards/TRLRewardAdapter/std": 0.36191561818122864,
|
|
"sampling/importance_sampling_ratio/max": 1.2195574045181274,
|
|
"sampling/importance_sampling_ratio/mean": 0.030840326100587845,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 38.5,
|
|
"sampling/sampling_logp_difference/mean": 0.020518174394965172,
|
|
"step": 39,
|
|
"step_time": 404.7236966447672
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02291666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9971.0,
|
|
"completions/mean_length": 2524.9189453125,
|
|
"completions/mean_terminated_length": 2349.59716796875,
|
|
"completions/min_length": 280.0,
|
|
"completions/min_terminated_length": 280.0,
|
|
"entropy": 0.15453822165727615,
|
|
"epoch": 0.0267022696929239,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 8.77127940402416e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 102324470.0,
|
|
"reward": 0.7294073700904846,
|
|
"reward_std": 0.3090914785861969,
|
|
"rewards/TRLRewardAdapter/mean": 0.7294073104858398,
|
|
"rewards/TRLRewardAdapter/std": 0.3090914785861969,
|
|
"sampling/importance_sampling_ratio/max": 0.9619219303131104,
|
|
"sampling/importance_sampling_ratio/mean": 0.024523980915546417,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 49.5,
|
|
"sampling/sampling_logp_difference/mean": 0.019379859790205956,
|
|
"step": 40,
|
|
"step_time": 343.77263764292
|
|
},
|
|
{
|
|
"epoch": 0.0267022696929239,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.038260868224112884,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9677.347826086956,
|
|
"eval_completions/mean_length": 2651.9364385190215,
|
|
"eval_completions/mean_terminated_length": 2359.996640412704,
|
|
"eval_completions/min_length": 162.91304347826087,
|
|
"eval_completions/min_terminated_length": 162.91304347826087,
|
|
"eval_entropy": 0.16913557376550592,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 102324470.0,
|
|
"eval_reward": 0.6783239141754482,
|
|
"eval_reward_std": 0.3587090191633805,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6783239349074985,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.35870902045913367,
|
|
"eval_runtime": 1477.3676,
|
|
"eval_samples_per_second": 3.091,
|
|
"eval_sampling/importance_sampling_ratio/max": 0.7940938731898433,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.03470485568370508,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 11.202882041101871,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.02062327843969283,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 40
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0,
|
|
"completions/max_length": 9885.0,
|
|
"completions/max_terminated_length": 9885.0,
|
|
"completions/mean_length": 1731.3271484375,
|
|
"completions/mean_terminated_length": 1731.3271484375,
|
|
"completions/min_length": 205.0,
|
|
"completions/min_terminated_length": 205.0,
|
|
"entropy": 0.14613804717858633,
|
|
"epoch": 0.027369826435246995,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.772076502732586e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 104411600.0,
|
|
"reward": 0.7801780104637146,
|
|
"reward_std": 0.30260586738586426,
|
|
"rewards/TRLRewardAdapter/mean": 0.7801779508590698,
|
|
"rewards/TRLRewardAdapter/std": 0.30260586738586426,
|
|
"sampling/importance_sampling_ratio/max": 0.7030460238456726,
|
|
"sampling/importance_sampling_ratio/mean": 0.029588475823402405,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.139068126678467,
|
|
"sampling/sampling_logp_difference/mean": 0.01869039051234722,
|
|
"step": 41,
|
|
"step_time": 182.65992252109572
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0031250002793967724,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9961.0,
|
|
"completions/mean_length": 1517.7896728515625,
|
|
"completions/mean_terminated_length": 1491.1995849609375,
|
|
"completions/min_length": 167.0,
|
|
"completions/min_terminated_length": 167.0,
|
|
"entropy": 0.132563183705012,
|
|
"epoch": 0.028037383177570093,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.8804255798418503e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 106283814.0,
|
|
"reward": 0.7547710537910461,
|
|
"reward_std": 0.323283851146698,
|
|
"rewards/TRLRewardAdapter/mean": 0.7547710537910461,
|
|
"rewards/TRLRewardAdapter/std": 0.3232838213443756,
|
|
"sampling/importance_sampling_ratio/max": 1.0949538946151733,
|
|
"sampling/importance_sampling_ratio/mean": 0.046030230820178986,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.889068126678467,
|
|
"sampling/sampling_logp_difference/mean": 0.017126411199569702,
|
|
"step": 42,
|
|
"step_time": 230.28195218008477
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9796.0,
|
|
"completions/mean_length": 1967.4178466796875,
|
|
"completions/mean_terminated_length": 1865.7393798828125,
|
|
"completions/min_length": 238.0,
|
|
"completions/min_terminated_length": 238.0,
|
|
"entropy": 0.16157567501068115,
|
|
"epoch": 0.02870493991989319,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.1981105564905417e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 108565335.0,
|
|
"reward": 0.7106693387031555,
|
|
"reward_std": 0.36234530806541443,
|
|
"rewards/TRLRewardAdapter/mean": 0.7106693387031555,
|
|
"rewards/TRLRewardAdapter/std": 0.36234527826309204,
|
|
"sampling/importance_sampling_ratio/max": 0.9503229856491089,
|
|
"sampling/importance_sampling_ratio/mean": 0.03879234939813614,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.75,
|
|
"sampling/sampling_logp_difference/mean": 0.020331403240561485,
|
|
"step": 43,
|
|
"step_time": 287.2145721669076
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.004166666883975267,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9949.0,
|
|
"completions/mean_length": 2188.185546875,
|
|
"completions/mean_terminated_length": 2155.5,
|
|
"completions/min_length": 219.0,
|
|
"completions/min_terminated_length": 219.0,
|
|
"entropy": 0.14538385222355524,
|
|
"epoch": 0.029372496662216287,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 5.555480933801738e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 111128905.0,
|
|
"reward": 0.6961753368377686,
|
|
"reward_std": 0.33142733573913574,
|
|
"rewards/TRLRewardAdapter/mean": 0.6961753368377686,
|
|
"rewards/TRLRewardAdapter/std": 0.33142733573913574,
|
|
"sampling/importance_sampling_ratio/max": 0.7592278718948364,
|
|
"sampling/importance_sampling_ratio/mean": 0.018584245815873146,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.889067649841309,
|
|
"sampling/sampling_logp_difference/mean": 0.018225451931357384,
|
|
"step": 44,
|
|
"step_time": 222.636046584812
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03854166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9962.0,
|
|
"completions/mean_length": 2353.253173828125,
|
|
"completions/mean_terminated_length": 2046.720458984375,
|
|
"completions/min_length": 134.0,
|
|
"completions/min_terminated_length": 134.0,
|
|
"entropy": 0.13920400043328604,
|
|
"epoch": 0.030040053404539385,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.0677616034317224e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 113820508.0,
|
|
"reward": 0.7413713932037354,
|
|
"reward_std": 0.3141540586948395,
|
|
"rewards/TRLRewardAdapter/mean": 0.7413713335990906,
|
|
"rewards/TRLRewardAdapter/std": 0.3141540586948395,
|
|
"sampling/importance_sampling_ratio/max": 1.1752647161483765,
|
|
"sampling/importance_sampling_ratio/mean": 0.04126746580004692,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 23.375,
|
|
"sampling/sampling_logp_difference/mean": 0.017539475113153458,
|
|
"step": 45,
|
|
"step_time": 362.47815403400455
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03020833432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9915.0,
|
|
"completions/mean_length": 1502.8365478515625,
|
|
"completions/mean_terminated_length": 1238.15576171875,
|
|
"completions/min_length": 182.0,
|
|
"completions/min_terminated_length": 182.0,
|
|
"entropy": 0.13785753895839056,
|
|
"epoch": 0.030707610146862484,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0002536990387100454,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 115673759.0,
|
|
"reward": 0.7178462743759155,
|
|
"reward_std": 0.3932344615459442,
|
|
"rewards/TRLRewardAdapter/mean": 0.7178462147712708,
|
|
"rewards/TRLRewardAdapter/std": 0.3932344317436218,
|
|
"sampling/importance_sampling_ratio/max": 0.5791277289390564,
|
|
"sampling/importance_sampling_ratio/mean": 0.03743075579404831,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.344983100891113,
|
|
"sampling/sampling_logp_difference/mean": 0.018171459436416626,
|
|
"step": 46,
|
|
"step_time": 398.182297894964
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.10208334028720856,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9981.0,
|
|
"completions/mean_length": 2515.656494140625,
|
|
"completions/mean_terminated_length": 1664.7679443359375,
|
|
"completions/min_length": 158.0,
|
|
"completions/min_terminated_length": 158.0,
|
|
"entropy": 0.1233983871837457,
|
|
"epoch": 0.03137516688918558,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 5.252339845388211e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 118596853.0,
|
|
"reward": 0.7348817586898804,
|
|
"reward_std": 0.3557051718235016,
|
|
"rewards/TRLRewardAdapter/mean": 0.7348816990852356,
|
|
"rewards/TRLRewardAdapter/std": 0.3557051718235016,
|
|
"sampling/importance_sampling_ratio/max": 0.9686952829360962,
|
|
"sampling/importance_sampling_ratio/mean": 0.0441688671708107,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.809269905090332,
|
|
"sampling/sampling_logp_difference/mean": 0.015981197357177734,
|
|
"step": 47,
|
|
"step_time": 399.4955422991188
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03958333656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9956.0,
|
|
"completions/mean_length": 2785.502197265625,
|
|
"completions/mean_terminated_length": 2488.158447265625,
|
|
"completions/min_length": 159.0,
|
|
"completions/min_terminated_length": 159.0,
|
|
"entropy": 0.1528485044836998,
|
|
"epoch": 0.03204272363150868,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0001471467823581284,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0086,
|
|
"num_tokens": 121808695.0,
|
|
"reward": 0.6584293842315674,
|
|
"reward_std": 0.37855854630470276,
|
|
"rewards/TRLRewardAdapter/mean": 0.6584293246269226,
|
|
"rewards/TRLRewardAdapter/std": 0.37855857610702515,
|
|
"sampling/importance_sampling_ratio/max": 1.2035459280014038,
|
|
"sampling/importance_sampling_ratio/mean": 0.02604484185576439,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 51.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01925470121204853,
|
|
"step": 48,
|
|
"step_time": 317.3244050971698
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9999.0,
|
|
"completions/mean_length": 2059.998046875,
|
|
"completions/mean_terminated_length": 1830.222900390625,
|
|
"completions/min_length": 221.0,
|
|
"completions/min_terminated_length": 221.0,
|
|
"entropy": 0.14659801870584488,
|
|
"epoch": 0.03271028037383177,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.4577237709802798e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 124274165.0,
|
|
"reward": 0.7415719628334045,
|
|
"reward_std": 0.3256860673427582,
|
|
"rewards/TRLRewardAdapter/mean": 0.7415719628334045,
|
|
"rewards/TRLRewardAdapter/std": 0.3256860673427582,
|
|
"sampling/importance_sampling_ratio/max": 0.7680654525756836,
|
|
"sampling/importance_sampling_ratio/mean": 0.022542716935276985,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.5,
|
|
"sampling/sampling_logp_difference/mean": 0.018568826839327812,
|
|
"step": 49,
|
|
"step_time": 262.9577568358509
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03541667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9965.0,
|
|
"completions/mean_length": 2897.4052734375,
|
|
"completions/mean_terminated_length": 2636.61865234375,
|
|
"completions/min_length": 138.0,
|
|
"completions/min_terminated_length": 138.0,
|
|
"entropy": 0.16663504391908646,
|
|
"epoch": 0.03337783711615487,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.2715910014820309e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 127594362.0,
|
|
"reward": 0.6132352352142334,
|
|
"reward_std": 0.39572495222091675,
|
|
"rewards/TRLRewardAdapter/mean": 0.6132352352142334,
|
|
"rewards/TRLRewardAdapter/std": 0.39572492241859436,
|
|
"sampling/importance_sampling_ratio/max": 2.473289966583252,
|
|
"sampling/importance_sampling_ratio/mean": 0.050576139241456985,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 31.0,
|
|
"sampling/sampling_logp_difference/mean": 0.02066454105079174,
|
|
"step": 50,
|
|
"step_time": 401.5253677498549
|
|
},
|
|
{
|
|
"epoch": 0.03337783711615487,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.03478260803967714,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9717.304347826086,
|
|
"eval_completions/mean_length": 2620.2503715183425,
|
|
"eval_completions/mean_terminated_length": 2354.2954950747285,
|
|
"eval_completions/min_length": 163.7826086956522,
|
|
"eval_completions/min_terminated_length": 163.7826086956522,
|
|
"eval_entropy": 0.16572054961453314,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 127594362.0,
|
|
"eval_reward": 0.6820138148639513,
|
|
"eval_reward_std": 0.3564222338406936,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6820138304129891,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3564222364321999,
|
|
"eval_runtime": 1477.3333,
|
|
"eval_samples_per_second": 3.091,
|
|
"eval_sampling/importance_sampling_ratio/max": 0.794634029917095,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.036990652832648026,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 14.93082186450129,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.02033352293074131,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 50
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.010416666977107525,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9917.0,
|
|
"completions/mean_length": 1558.377197265625,
|
|
"completions/mean_terminated_length": 1469.517822265625,
|
|
"completions/min_length": 186.0,
|
|
"completions/min_terminated_length": 186.0,
|
|
"entropy": 0.14129466811815897,
|
|
"epoch": 0.03404539385847797,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 2.487918331133647e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 129513476.0,
|
|
"reward": 0.7855857014656067,
|
|
"reward_std": 0.3084965944290161,
|
|
"rewards/TRLRewardAdapter/mean": 0.7855856418609619,
|
|
"rewards/TRLRewardAdapter/std": 0.3084965944290161,
|
|
"sampling/importance_sampling_ratio/max": 0.8416159749031067,
|
|
"sampling/importance_sampling_ratio/mean": 0.04249129444360733,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.101531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.01827220991253853,
|
|
"step": 51,
|
|
"step_time": 335.93951715307776
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9671.0,
|
|
"completions/mean_length": 1791.643798828125,
|
|
"completions/mean_terminated_length": 1608.0703125,
|
|
"completions/min_length": 209.0,
|
|
"completions/min_terminated_length": 209.0,
|
|
"entropy": 0.15238911658525467,
|
|
"epoch": 0.03471295060080107,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00010058242674977796,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 131651406.0,
|
|
"reward": 0.7073073387145996,
|
|
"reward_std": 0.36141082644462585,
|
|
"rewards/TRLRewardAdapter/mean": 0.7073072791099548,
|
|
"rewards/TRLRewardAdapter/std": 0.36141085624694824,
|
|
"sampling/importance_sampling_ratio/max": 1.0503010749816895,
|
|
"sampling/importance_sampling_ratio/mean": 0.04531528800725937,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.018336296081543,
|
|
"sampling/sampling_logp_difference/mean": 0.019222868606448174,
|
|
"step": 52,
|
|
"step_time": 334.9349716779543
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01458333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9667.0,
|
|
"completions/mean_length": 1537.0479736328125,
|
|
"completions/mean_terminated_length": 1411.8033447265625,
|
|
"completions/min_length": 205.0,
|
|
"completions/min_terminated_length": 205.0,
|
|
"entropy": 0.14606783787409464,
|
|
"epoch": 0.035380507343124167,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00027884995844685233,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 133539804.0,
|
|
"reward": 0.76200270652771,
|
|
"reward_std": 0.34694746136665344,
|
|
"rewards/TRLRewardAdapter/mean": 0.76200270652771,
|
|
"rewards/TRLRewardAdapter/std": 0.34694749116897583,
|
|
"sampling/importance_sampling_ratio/max": 0.6333364248275757,
|
|
"sampling/importance_sampling_ratio/mean": 0.031054774299263954,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01890990138053894,
|
|
"step": 53,
|
|
"step_time": 281.68120014993474
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03541667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9958.0,
|
|
"completions/mean_length": 2412.393798828125,
|
|
"completions/mean_terminated_length": 2133.799072265625,
|
|
"completions/min_length": 156.0,
|
|
"completions/min_terminated_length": 156.0,
|
|
"entropy": 0.15708432098229727,
|
|
"epoch": 0.036048064085447265,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 8.875007042733977e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 136328598.0,
|
|
"reward": 0.695740818977356,
|
|
"reward_std": 0.3620569407939911,
|
|
"rewards/TRLRewardAdapter/mean": 0.6957407593727112,
|
|
"rewards/TRLRewardAdapter/std": 0.3620569109916687,
|
|
"sampling/importance_sampling_ratio/max": 1.2548407316207886,
|
|
"sampling/importance_sampling_ratio/mean": 0.02836095169186592,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 33.78517150878906,
|
|
"sampling/sampling_logp_difference/mean": 0.01961705833673477,
|
|
"step": 54,
|
|
"step_time": 369.97554254811257
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8624.0,
|
|
"completions/mean_length": 1453.027099609375,
|
|
"completions/mean_terminated_length": 1444.11474609375,
|
|
"completions/min_length": 249.0,
|
|
"completions/min_terminated_length": 249.0,
|
|
"entropy": 0.15872382124265036,
|
|
"epoch": 0.036715620827770364,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 6.502426198048743e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 138168464.0,
|
|
"reward": 0.80043625831604,
|
|
"reward_std": 0.2794245481491089,
|
|
"rewards/TRLRewardAdapter/mean": 0.8004361987113953,
|
|
"rewards/TRLRewardAdapter/std": 0.2794245481491089,
|
|
"sampling/importance_sampling_ratio/max": 1.269980788230896,
|
|
"sampling/importance_sampling_ratio/mean": 0.035489533096551895,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.0,
|
|
"sampling/sampling_logp_difference/mean": 0.02028280310332775,
|
|
"step": 55,
|
|
"step_time": 161.9516579337651
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9471.0,
|
|
"completions/mean_length": 1956.4052734375,
|
|
"completions/mean_terminated_length": 1802.7060546875,
|
|
"completions/min_length": 292.0,
|
|
"completions/min_terminated_length": 292.0,
|
|
"entropy": 0.1607944816350937,
|
|
"epoch": 0.037383177570093455,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 7.793067066136646e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 140532149.0,
|
|
"reward": 0.70542973279953,
|
|
"reward_std": 0.34934133291244507,
|
|
"rewards/TRLRewardAdapter/mean": 0.70542973279953,
|
|
"rewards/TRLRewardAdapter/std": 0.34934133291244507,
|
|
"sampling/importance_sampling_ratio/max": 1.6100655794143677,
|
|
"sampling/importance_sampling_ratio/mean": 0.025401661172509193,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.03597640991211,
|
|
"sampling/sampling_logp_difference/mean": 0.019879231229424477,
|
|
"step": 56,
|
|
"step_time": 258.75526812381577
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0520833358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9985.0,
|
|
"completions/mean_length": 2514.244873046875,
|
|
"completions/mean_terminated_length": 2102.939697265625,
|
|
"completions/min_length": 229.0,
|
|
"completions/min_terminated_length": 229.0,
|
|
"entropy": 0.13408025602499643,
|
|
"epoch": 0.038050734312416554,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 7.0743024948871706e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 143398784.0,
|
|
"reward": 0.7334644198417664,
|
|
"reward_std": 0.34076544642448425,
|
|
"rewards/TRLRewardAdapter/mean": 0.7334643602371216,
|
|
"rewards/TRLRewardAdapter/std": 0.34076544642448425,
|
|
"sampling/importance_sampling_ratio/max": 0.6864460706710815,
|
|
"sampling/importance_sampling_ratio/mean": 0.022327423095703125,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.969564437866211,
|
|
"sampling/sampling_logp_difference/mean": 0.01708194613456726,
|
|
"step": 57,
|
|
"step_time": 392.4701303921174
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8191.0,
|
|
"completions/mean_length": 1720.9022216796875,
|
|
"completions/mean_terminated_length": 1703.6180419921875,
|
|
"completions/min_length": 210.0,
|
|
"completions/min_terminated_length": 210.0,
|
|
"entropy": 0.1558221528927485,
|
|
"epoch": 0.03871829105473965,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 1.1307355597824463e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 145453026.0,
|
|
"reward": 0.742548406124115,
|
|
"reward_std": 0.32103997468948364,
|
|
"rewards/TRLRewardAdapter/mean": 0.7425483465194702,
|
|
"rewards/TRLRewardAdapter/std": 0.32103994488716125,
|
|
"sampling/importance_sampling_ratio/max": 0.930243968963623,
|
|
"sampling/importance_sampling_ratio/mean": 0.02700837515294552,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.03125,
|
|
"sampling/sampling_logp_difference/mean": 0.019471243023872375,
|
|
"step": 58,
|
|
"step_time": 160.54231168807019
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03854166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9968.0,
|
|
"completions/mean_length": 2150.572998046875,
|
|
"completions/mean_terminated_length": 1835.91552734375,
|
|
"completions/min_length": 205.0,
|
|
"completions/min_terminated_length": 205.0,
|
|
"entropy": 0.14494732022285461,
|
|
"epoch": 0.03938584779706275,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 2.658075006130564e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 147998632.0,
|
|
"reward": 0.7358861565589905,
|
|
"reward_std": 0.3482910990715027,
|
|
"rewards/TRLRewardAdapter/mean": 0.7358861565589905,
|
|
"rewards/TRLRewardAdapter/std": 0.3482910990715027,
|
|
"sampling/importance_sampling_ratio/max": 0.8738262057304382,
|
|
"sampling/importance_sampling_ratio/mean": 0.02539180777966976,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.8449835777282715,
|
|
"sampling/sampling_logp_difference/mean": 0.018572920933365822,
|
|
"step": 59,
|
|
"step_time": 327.89166044886224
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9921.0,
|
|
"completions/mean_length": 2082.259521484375,
|
|
"completions/mean_terminated_length": 2065.729736328125,
|
|
"completions/min_length": 184.0,
|
|
"completions/min_terminated_length": 184.0,
|
|
"entropy": 0.15034519881010056,
|
|
"epoch": 0.04005340453938585,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 7.950526239986127e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 150443521.0,
|
|
"reward": 0.7389928102493286,
|
|
"reward_std": 0.32102087140083313,
|
|
"rewards/TRLRewardAdapter/mean": 0.7389927506446838,
|
|
"rewards/TRLRewardAdapter/std": 0.32102084159851074,
|
|
"sampling/importance_sampling_ratio/max": 1.3730521202087402,
|
|
"sampling/importance_sampling_ratio/mean": 0.03811652958393097,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.75,
|
|
"sampling/sampling_logp_difference/mean": 0.019298991188406944,
|
|
"step": 60,
|
|
"step_time": 212.96853683702648
|
|
},
|
|
{
|
|
"epoch": 0.04005340453938585,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.03739130330960388,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9600.95652173913,
|
|
"eval_completions/mean_length": 2667.938423488451,
|
|
"eval_completions/mean_terminated_length": 2383.2662831182065,
|
|
"eval_completions/min_length": 160.65217391304347,
|
|
"eval_completions/min_terminated_length": 160.65217391304347,
|
|
"eval_entropy": 0.1669212009595788,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 150443521.0,
|
|
"eval_reward": 0.67734803583311,
|
|
"eval_reward_std": 0.3569710267626721,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6773480487906415,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3569710319456847,
|
|
"eval_runtime": 1493.4407,
|
|
"eval_samples_per_second": 3.057,
|
|
"eval_sampling/importance_sampling_ratio/max": 0.7145140533861907,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.03311446892178577,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 13.698363573654838,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.020419338070180103,
|
|
"eval_steps_per_second": 0.015,
|
|
"step": 60
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02395833469927311,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9899.0,
|
|
"completions/mean_length": 1248.53759765625,
|
|
"completions/mean_terminated_length": 1033.7203369140625,
|
|
"completions/min_length": 172.0,
|
|
"completions/min_terminated_length": 172.0,
|
|
"entropy": 0.14217028270165125,
|
|
"epoch": 0.04072096128170895,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00011796276124739197,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 152041157.0,
|
|
"reward": 0.8696165084838867,
|
|
"reward_std": 0.2162042260169983,
|
|
"rewards/TRLRewardAdapter/mean": 0.8696164488792419,
|
|
"rewards/TRLRewardAdapter/std": 0.21620424091815948,
|
|
"sampling/importance_sampling_ratio/max": 1.257613182067871,
|
|
"sampling/importance_sampling_ratio/mean": 0.037898264825344086,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 36.3840217590332,
|
|
"sampling/sampling_logp_difference/mean": 0.01870436780154705,
|
|
"step": 61,
|
|
"step_time": 352.9036880597705
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00937500037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9916.0,
|
|
"completions/mean_length": 2146.447998046875,
|
|
"completions/mean_terminated_length": 2072.1240234375,
|
|
"completions/min_length": 198.0,
|
|
"completions/min_terminated_length": 198.0,
|
|
"entropy": 0.15932304908831915,
|
|
"epoch": 0.04138851802403204,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.012904607620516e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 154526483.0,
|
|
"reward": 0.6515312194824219,
|
|
"reward_std": 0.39866989850997925,
|
|
"rewards/TRLRewardAdapter/mean": 0.6515311598777771,
|
|
"rewards/TRLRewardAdapter/std": 0.39866989850997925,
|
|
"sampling/importance_sampling_ratio/max": 1.0056208372116089,
|
|
"sampling/importance_sampling_ratio/mean": 0.02322417125105858,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.472009658813477,
|
|
"sampling/sampling_logp_difference/mean": 0.019971273839473724,
|
|
"step": 62,
|
|
"step_time": 324.4705235080328
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9905.0,
|
|
"completions/mean_length": 2294.6845703125,
|
|
"completions/mean_terminated_length": 2147.44921875,
|
|
"completions/min_length": 237.0,
|
|
"completions/min_terminated_length": 237.0,
|
|
"entropy": 0.16674247880776724,
|
|
"epoch": 0.04205607476635514,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 1.1247042601455793e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 157165636.0,
|
|
"reward": 0.6759431958198547,
|
|
"reward_std": 0.3630845844745636,
|
|
"rewards/TRLRewardAdapter/mean": 0.6759431958198547,
|
|
"rewards/TRLRewardAdapter/std": 0.3630845844745636,
|
|
"sampling/importance_sampling_ratio/max": 0.7682601809501648,
|
|
"sampling/importance_sampling_ratio/mean": 0.023282865062355995,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 28.414257049560547,
|
|
"sampling/sampling_logp_difference/mean": 0.020606715232133865,
|
|
"step": 63,
|
|
"step_time": 221.66806933598127
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9970.0,
|
|
"completions/mean_length": 2445.265869140625,
|
|
"completions/mean_terminated_length": 2226.6396484375,
|
|
"completions/min_length": 222.0,
|
|
"completions/min_terminated_length": 222.0,
|
|
"entropy": 0.14454718679189682,
|
|
"epoch": 0.042723631508678236,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 9.104722112966102e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 160028803.0,
|
|
"reward": 0.662563681602478,
|
|
"reward_std": 0.36037781834602356,
|
|
"rewards/TRLRewardAdapter/mean": 0.6625636219978333,
|
|
"rewards/TRLRewardAdapter/std": 0.36037781834602356,
|
|
"sampling/importance_sampling_ratio/max": 0.8027393221855164,
|
|
"sampling/importance_sampling_ratio/mean": 0.013363425619900227,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01815587468445301,
|
|
"step": 64,
|
|
"step_time": 280.10217868199106
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03437500074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9826.0,
|
|
"completions/mean_length": 2168.016845703125,
|
|
"completions/mean_terminated_length": 1889.2081298828125,
|
|
"completions/min_length": 153.0,
|
|
"completions/min_terminated_length": 153.0,
|
|
"entropy": 0.16137456893920898,
|
|
"epoch": 0.043391188251001335,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 9.484603977220246e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 162517779.0,
|
|
"reward": 0.7265400290489197,
|
|
"reward_std": 0.35045552253723145,
|
|
"rewards/TRLRewardAdapter/mean": 0.7265399694442749,
|
|
"rewards/TRLRewardAdapter/std": 0.35045555233955383,
|
|
"sampling/importance_sampling_ratio/max": 0.7286416888237,
|
|
"sampling/importance_sampling_ratio/mean": 0.02126496285200119,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 54.20545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.020290831103920937,
|
|
"step": 65,
|
|
"step_time": 394.74342836998403
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03333333507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9995.0,
|
|
"completions/mean_length": 2169.8271484375,
|
|
"completions/mean_terminated_length": 1899.8211669921875,
|
|
"completions/min_length": 158.0,
|
|
"completions/min_terminated_length": 158.0,
|
|
"entropy": 0.1651935875415802,
|
|
"epoch": 0.044058744993324434,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 6.361735125907562e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 165016173.0,
|
|
"reward": 0.7482596039772034,
|
|
"reward_std": 0.3258177936077118,
|
|
"rewards/TRLRewardAdapter/mean": 0.7482595443725586,
|
|
"rewards/TRLRewardAdapter/std": 0.3258177936077118,
|
|
"sampling/importance_sampling_ratio/max": 1.216974139213562,
|
|
"sampling/importance_sampling_ratio/mean": 0.0362599641084671,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 57.5,
|
|
"sampling/sampling_logp_difference/mean": 0.020856812596321106,
|
|
"step": 66,
|
|
"step_time": 387.46971798781306
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9463.0,
|
|
"completions/mean_length": 1832.5927734375,
|
|
"completions/mean_terminated_length": 1676.5277099609375,
|
|
"completions/min_length": 194.0,
|
|
"completions/min_terminated_length": 194.0,
|
|
"entropy": 0.14711909492810568,
|
|
"epoch": 0.04472630173564753,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 7.522568048695197e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 167189894.0,
|
|
"reward": 0.7589426636695862,
|
|
"reward_std": 0.3333408534526825,
|
|
"rewards/TRLRewardAdapter/mean": 0.7589426040649414,
|
|
"rewards/TRLRewardAdapter/std": 0.3333408534526825,
|
|
"sampling/importance_sampling_ratio/max": 1.1472727060317993,
|
|
"sampling/importance_sampling_ratio/mean": 0.04496336355805397,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01889060251414776,
|
|
"step": 67,
|
|
"step_time": 335.93690255994443
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01770833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9939.0,
|
|
"completions/mean_length": 2344.94287109375,
|
|
"completions/mean_terminated_length": 2206.940673828125,
|
|
"completions/min_length": 251.0,
|
|
"completions/min_terminated_length": 251.0,
|
|
"entropy": 0.13546809057394663,
|
|
"epoch": 0.04539385847797063,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.317273326038305e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 169885679.0,
|
|
"reward": 0.6955230832099915,
|
|
"reward_std": 0.35937732458114624,
|
|
"rewards/TRLRewardAdapter/mean": 0.6955230832099915,
|
|
"rewards/TRLRewardAdapter/std": 0.35937732458114624,
|
|
"sampling/importance_sampling_ratio/max": 0.8100619316101074,
|
|
"sampling/importance_sampling_ratio/mean": 0.030552079901099205,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 18.406776428222656,
|
|
"sampling/sampling_logp_difference/mean": 0.017371172085404396,
|
|
"step": 68,
|
|
"step_time": 334.10541500896215
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02291666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9950.0,
|
|
"completions/mean_length": 2119.266845703125,
|
|
"completions/mean_terminated_length": 1934.4307861328125,
|
|
"completions/min_length": 162.0,
|
|
"completions/min_terminated_length": 162.0,
|
|
"entropy": 0.14877265691757202,
|
|
"epoch": 0.04606141522029372,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.587541589768494e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 172301615.0,
|
|
"reward": 0.7075679898262024,
|
|
"reward_std": 0.36388370394706726,
|
|
"rewards/TRLRewardAdapter/mean": 0.7075679898262024,
|
|
"rewards/TRLRewardAdapter/std": 0.3638836741447449,
|
|
"sampling/importance_sampling_ratio/max": 1.2501400709152222,
|
|
"sampling/importance_sampling_ratio/mean": 0.020456012338399887,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 43.0,
|
|
"sampling/sampling_logp_difference/mean": 0.018799128010869026,
|
|
"step": 69,
|
|
"step_time": 304.7129064288456
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05104167014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9988.0,
|
|
"completions/mean_length": 2536.557373046875,
|
|
"completions/mean_terminated_length": 2135.120849609375,
|
|
"completions/min_length": 173.0,
|
|
"completions/min_terminated_length": 173.0,
|
|
"entropy": 0.14444882422685623,
|
|
"epoch": 0.04672897196261682,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.558528094589886e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 175144102.0,
|
|
"reward": 0.6613590121269226,
|
|
"reward_std": 0.3791937828063965,
|
|
"rewards/TRLRewardAdapter/mean": 0.6613589525222778,
|
|
"rewards/TRLRewardAdapter/std": 0.3791937530040741,
|
|
"sampling/importance_sampling_ratio/max": 1.233285903930664,
|
|
"sampling/importance_sampling_ratio/mean": 0.05510319396853447,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 25.164257049560547,
|
|
"sampling/sampling_logp_difference/mean": 0.018613969907164574,
|
|
"step": 70,
|
|
"step_time": 325.7512485139305
|
|
},
|
|
{
|
|
"epoch": 0.04672897196261682,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.035652172630247864,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9774.565217391304,
|
|
"eval_completions/mean_length": 2658.926460597826,
|
|
"eval_completions/mean_terminated_length": 2387.5854173743205,
|
|
"eval_completions/min_length": 157.34782608695653,
|
|
"eval_completions/min_terminated_length": 157.34782608695653,
|
|
"eval_entropy": 0.16580300616181415,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 175144102.0,
|
|
"eval_reward": 0.6802333904349286,
|
|
"eval_reward_std": 0.3551672697067261,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6802334008009537,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.35516727229823236,
|
|
"eval_runtime": 1476.0903,
|
|
"eval_samples_per_second": 3.093,
|
|
"eval_sampling/importance_sampling_ratio/max": 0.8909386538940928,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.03523914305412251,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 14.83068623750106,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.020305679058251175,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 70
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0260416679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9972.0,
|
|
"completions/mean_length": 2838.899169921875,
|
|
"completions/mean_terminated_length": 2647.42578125,
|
|
"completions/min_length": 100.0,
|
|
"completions/min_terminated_length": 100.0,
|
|
"entropy": 0.14133755614360174,
|
|
"epoch": 0.04739652870493992,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.932590626603191e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 178317957.0,
|
|
"reward": 0.6400629878044128,
|
|
"reward_std": 0.3772102892398834,
|
|
"rewards/TRLRewardAdapter/mean": 0.6400629878044128,
|
|
"rewards/TRLRewardAdapter/std": 0.3772103190422058,
|
|
"sampling/importance_sampling_ratio/max": 1.1096084117889404,
|
|
"sampling/importance_sampling_ratio/mean": 0.031690943986177444,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 45.75,
|
|
"sampling/sampling_logp_difference/mean": 0.01782938465476036,
|
|
"step": 71,
|
|
"step_time": 333.26652249414474
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06145833805203438,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9893.0,
|
|
"completions/mean_length": 2085.52099609375,
|
|
"completions/mean_terminated_length": 1567.2586669921875,
|
|
"completions/min_length": 173.0,
|
|
"completions/min_terminated_length": 173.0,
|
|
"entropy": 0.13386343171199164,
|
|
"epoch": 0.04806408544726302,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 7.965056986359468e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 180740761.0,
|
|
"reward": 0.7376719117164612,
|
|
"reward_std": 0.34587788581848145,
|
|
"rewards/TRLRewardAdapter/mean": 0.7376718521118164,
|
|
"rewards/TRLRewardAdapter/std": 0.34587791562080383,
|
|
"sampling/importance_sampling_ratio/max": 1.2526075839996338,
|
|
"sampling/importance_sampling_ratio/mean": 0.04742979630827904,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 18.5,
|
|
"sampling/sampling_logp_difference/mean": 0.017150117084383965,
|
|
"step": 72,
|
|
"step_time": 392.9166680871276
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03437500074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9965.0,
|
|
"completions/mean_length": 1862.682373046875,
|
|
"completions/mean_terminated_length": 1573.0042724609375,
|
|
"completions/min_length": 285.0,
|
|
"completions/min_terminated_length": 285.0,
|
|
"entropy": 0.14536099632581076,
|
|
"epoch": 0.048731642189586116,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 7.868526214105219e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 182941864.0,
|
|
"reward": 0.75994473695755,
|
|
"reward_std": 0.3328167200088501,
|
|
"rewards/TRLRewardAdapter/mean": 0.75994473695755,
|
|
"rewards/TRLRewardAdapter/std": 0.3328167200088501,
|
|
"sampling/importance_sampling_ratio/max": 0.8337895274162292,
|
|
"sampling/importance_sampling_ratio/mean": 0.02442414127290249,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.5,
|
|
"sampling/sampling_logp_difference/mean": 0.01881137304008007,
|
|
"step": 73,
|
|
"step_time": 387.70367073616944
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06666667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9970.0,
|
|
"completions/mean_length": 2783.557373046875,
|
|
"completions/mean_terminated_length": 2268.09716796875,
|
|
"completions/min_length": 163.0,
|
|
"completions/min_terminated_length": 163.0,
|
|
"entropy": 0.14974276721477509,
|
|
"epoch": 0.049399198931909215,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 2.7934706240441464e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 186062463.0,
|
|
"reward": 0.6291797757148743,
|
|
"reward_std": 0.4120813012123108,
|
|
"rewards/TRLRewardAdapter/mean": 0.6291797757148743,
|
|
"rewards/TRLRewardAdapter/std": 0.4120812714099884,
|
|
"sampling/importance_sampling_ratio/max": 1.3157711029052734,
|
|
"sampling/importance_sampling_ratio/mean": 0.028286224231123924,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.0,
|
|
"sampling/sampling_logp_difference/mean": 0.019144143909215927,
|
|
"step": 74,
|
|
"step_time": 391.8015195840271
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9806.0,
|
|
"completions/mean_length": 1852.5948486328125,
|
|
"completions/mean_terminated_length": 1625.7933349609375,
|
|
"completions/min_length": 143.0,
|
|
"completions/min_terminated_length": 143.0,
|
|
"entropy": 0.13722233722607294,
|
|
"epoch": 0.050066755674232306,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.5913177579267e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 188298138.0,
|
|
"reward": 0.7668462991714478,
|
|
"reward_std": 0.32614240050315857,
|
|
"rewards/TRLRewardAdapter/mean": 0.7668462991714478,
|
|
"rewards/TRLRewardAdapter/std": 0.3261423707008362,
|
|
"sampling/importance_sampling_ratio/max": 0.911151647567749,
|
|
"sampling/importance_sampling_ratio/mean": 0.04735877364873886,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.887245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.017750313505530357,
|
|
"step": 75,
|
|
"step_time": 291.1565871370258
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03020833432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9973.0,
|
|
"completions/mean_length": 1658.6251220703125,
|
|
"completions/mean_terminated_length": 1398.7969970703125,
|
|
"completions/min_length": 233.0,
|
|
"completions/min_terminated_length": 233.0,
|
|
"entropy": 0.1412949115037918,
|
|
"epoch": 0.050734312416555405,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 5.19330086053826e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 190327858.0,
|
|
"reward": 0.7990599274635315,
|
|
"reward_std": 0.2879991829395294,
|
|
"rewards/TRLRewardAdapter/mean": 0.7990598678588867,
|
|
"rewards/TRLRewardAdapter/std": 0.2879991829395294,
|
|
"sampling/importance_sampling_ratio/max": 0.6500809192657471,
|
|
"sampling/importance_sampling_ratio/mean": 0.035903919488191605,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 56.65446472167969,
|
|
"sampling/sampling_logp_difference/mean": 0.018143681809306145,
|
|
"step": 76,
|
|
"step_time": 396.20533115707804
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03229166939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9825.0,
|
|
"completions/mean_length": 1830.197998046875,
|
|
"completions/mean_terminated_length": 1557.5780029296875,
|
|
"completions/min_length": 194.0,
|
|
"completions/min_terminated_length": 194.0,
|
|
"entropy": 0.13402414073546728,
|
|
"epoch": 0.0514018691588785,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00010048087389925611,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 192515728.0,
|
|
"reward": 0.7267057299613953,
|
|
"reward_std": 0.35491371154785156,
|
|
"rewards/TRLRewardAdapter/mean": 0.7267056703567505,
|
|
"rewards/TRLRewardAdapter/std": 0.35491371154785156,
|
|
"sampling/importance_sampling_ratio/max": 0.7732408046722412,
|
|
"sampling/importance_sampling_ratio/mean": 0.03547185659408569,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 21.934267044067383,
|
|
"sampling/sampling_logp_difference/mean": 0.017406335100531578,
|
|
"step": 77,
|
|
"step_time": 377.71342872513924
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9998.0,
|
|
"completions/mean_length": 1914.8958740234375,
|
|
"completions/mean_terminated_length": 1689.82861328125,
|
|
"completions/min_length": 162.0,
|
|
"completions/min_terminated_length": 162.0,
|
|
"entropy": 0.1489210178454717,
|
|
"epoch": 0.0520694259012016,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 4.468677719056663e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 194791436.0,
|
|
"reward": 0.7274760603904724,
|
|
"reward_std": 0.35954663157463074,
|
|
"rewards/TRLRewardAdapter/mean": 0.7274760007858276,
|
|
"rewards/TRLRewardAdapter/std": 0.35954660177230835,
|
|
"sampling/importance_sampling_ratio/max": 0.9771834015846252,
|
|
"sampling/importance_sampling_ratio/mean": 0.03937491029500961,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 46.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01920836977660656,
|
|
"step": 78,
|
|
"step_time": 368.25277722009923
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06145833805203438,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9939.0,
|
|
"completions/mean_length": 2511.95947265625,
|
|
"completions/mean_terminated_length": 2021.62158203125,
|
|
"completions/min_length": 230.0,
|
|
"completions/min_terminated_length": 230.0,
|
|
"entropy": 0.16210116694370905,
|
|
"epoch": 0.0527369826435247,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 0.00013130615500437664,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 197624933.0,
|
|
"reward": 0.6340721249580383,
|
|
"reward_std": 0.39811307191848755,
|
|
"rewards/TRLRewardAdapter/mean": 0.6340721249580383,
|
|
"rewards/TRLRewardAdapter/std": 0.39811310172080994,
|
|
"sampling/importance_sampling_ratio/max": 1.1340045928955078,
|
|
"sampling/importance_sampling_ratio/mean": 0.01982637494802475,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 25.906387329101562,
|
|
"sampling/sampling_logp_difference/mean": 0.020099647343158722,
|
|
"step": 79,
|
|
"step_time": 379.0357849432621
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9924.0,
|
|
"completions/mean_length": 1992.424072265625,
|
|
"completions/mean_terminated_length": 1769.5150146484375,
|
|
"completions/min_length": 148.0,
|
|
"completions/min_terminated_length": 148.0,
|
|
"entropy": 0.1427620400985082,
|
|
"epoch": 0.0534045393858478,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0002168943309472499,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 199950684.0,
|
|
"reward": 0.729174017906189,
|
|
"reward_std": 0.33642566204071045,
|
|
"rewards/TRLRewardAdapter/mean": 0.7291739583015442,
|
|
"rewards/TRLRewardAdapter/std": 0.33642569184303284,
|
|
"sampling/importance_sampling_ratio/max": 1.0314520597457886,
|
|
"sampling/importance_sampling_ratio/mean": 0.03351456671953201,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 51.5,
|
|
"sampling/sampling_logp_difference/mean": 0.018346285447478294,
|
|
"step": 80,
|
|
"step_time": 302.3161868050229
|
|
},
|
|
{
|
|
"epoch": 0.0534045393858478,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.03782608582759681,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9701.130434782608,
|
|
"eval_completions/mean_length": 2679.2797108525815,
|
|
"eval_completions/mean_terminated_length": 2391.40038001019,
|
|
"eval_completions/min_length": 159.17391304347825,
|
|
"eval_completions/min_terminated_length": 159.17391304347825,
|
|
"eval_entropy": 0.16493160504361856,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 199950684.0,
|
|
"eval_reward": 0.676997941473256,
|
|
"eval_reward_std": 0.35801317121671594,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6769979647968126,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.35801316862520965,
|
|
"eval_runtime": 1498.2076,
|
|
"eval_samples_per_second": 3.048,
|
|
"eval_sampling/importance_sampling_ratio/max": 0.8462197430755781,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.034992810662673866,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 11.06032337313113,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.02026832800196565,
|
|
"eval_steps_per_second": 0.015,
|
|
"step": 80
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9745.0,
|
|
"completions/mean_length": 2265.08544921875,
|
|
"completions/mean_terminated_length": 2142.30908203125,
|
|
"completions/min_length": 304.0,
|
|
"completions/min_terminated_length": 304.0,
|
|
"entropy": 0.151587908466657,
|
|
"epoch": 0.0540720961281709,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 7.060776327383176e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 202622350.0,
|
|
"reward": 0.7550315856933594,
|
|
"reward_std": 0.275991827249527,
|
|
"rewards/TRLRewardAdapter/mean": 0.7550315260887146,
|
|
"rewards/TRLRewardAdapter/std": 0.275991827249527,
|
|
"sampling/importance_sampling_ratio/max": 0.48406749963760376,
|
|
"sampling/importance_sampling_ratio/mean": 0.007976965978741646,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.637245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.01868729665875435,
|
|
"step": 81,
|
|
"step_time": 333.47204646188766
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05000000447034836,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9859.0,
|
|
"completions/mean_length": 2660.248046875,
|
|
"completions/mean_terminated_length": 2273.9453125,
|
|
"completions/min_length": 258.0,
|
|
"completions/min_terminated_length": 258.0,
|
|
"entropy": 0.16254321485757828,
|
|
"epoch": 0.05473965287049399,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.095605124309459e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 205656860.0,
|
|
"reward": 0.5811673998832703,
|
|
"reward_std": 0.40137696266174316,
|
|
"rewards/TRLRewardAdapter/mean": 0.5811673402786255,
|
|
"rewards/TRLRewardAdapter/std": 0.40137696266174316,
|
|
"sampling/importance_sampling_ratio/max": 0.38509440422058105,
|
|
"sampling/importance_sampling_ratio/mean": 0.009860657155513763,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 26.0,
|
|
"sampling/sampling_logp_difference/mean": 0.02017413079738617,
|
|
"step": 82,
|
|
"step_time": 399.52434419374913
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07604166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9966.0,
|
|
"completions/mean_length": 3018.701171875,
|
|
"completions/mean_terminated_length": 2444.140869140625,
|
|
"completions/min_length": 302.0,
|
|
"completions/min_terminated_length": 302.0,
|
|
"entropy": 0.15005473295847574,
|
|
"epoch": 0.05540720961281709,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.871189319652983e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 209039613.0,
|
|
"reward": 0.601599931716919,
|
|
"reward_std": 0.39142748713493347,
|
|
"rewards/TRLRewardAdapter/mean": 0.6015998721122742,
|
|
"rewards/TRLRewardAdapter/std": 0.39142748713493347,
|
|
"sampling/importance_sampling_ratio/max": 0.5469470620155334,
|
|
"sampling/importance_sampling_ratio/mean": 0.008920359425246716,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 60.263919830322266,
|
|
"sampling/sampling_logp_difference/mean": 0.019194064661860466,
|
|
"step": 83,
|
|
"step_time": 393.4791493578814
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03020833432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9969.0,
|
|
"completions/mean_length": 2780.466796875,
|
|
"completions/mean_terminated_length": 2555.583251953125,
|
|
"completions/min_length": 218.0,
|
|
"completions/min_terminated_length": 218.0,
|
|
"entropy": 0.15767975399891535,
|
|
"epoch": 0.056074766355140186,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.7980090774832705e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 212235453.0,
|
|
"reward": 0.61905837059021,
|
|
"reward_std": 0.39095404744148254,
|
|
"rewards/TRLRewardAdapter/mean": 0.61905837059021,
|
|
"rewards/TRLRewardAdapter/std": 0.39095401763916016,
|
|
"sampling/importance_sampling_ratio/max": 0.484703004360199,
|
|
"sampling/importance_sampling_ratio/mean": 0.013957545161247253,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 30.75,
|
|
"sampling/sampling_logp_difference/mean": 0.01983979530632496,
|
|
"step": 84,
|
|
"step_time": 303.7903692849213
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05416667088866234,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9989.0,
|
|
"completions/mean_length": 2359.180419921875,
|
|
"completions/mean_terminated_length": 1921.60009765625,
|
|
"completions/min_length": 216.0,
|
|
"completions/min_terminated_length": 216.0,
|
|
"entropy": 0.13438516110181808,
|
|
"epoch": 0.056742323097463285,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 5.272938029575077e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 214936362.0,
|
|
"reward": 0.6936622858047485,
|
|
"reward_std": 0.3909655809402466,
|
|
"rewards/TRLRewardAdapter/mean": 0.6936622858047485,
|
|
"rewards/TRLRewardAdapter/std": 0.3909655809402466,
|
|
"sampling/importance_sampling_ratio/max": 1.720121145248413,
|
|
"sampling/importance_sampling_ratio/mean": 0.05531347915530205,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.0,
|
|
"sampling/sampling_logp_difference/mean": 0.017275039106607437,
|
|
"step": 85,
|
|
"step_time": 385.5425960799912
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05104167014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9983.0,
|
|
"completions/mean_length": 2700.42822265625,
|
|
"completions/mean_terminated_length": 2307.8056640625,
|
|
"completions/min_length": 191.0,
|
|
"completions/min_terminated_length": 191.0,
|
|
"entropy": 0.13827123244603476,
|
|
"epoch": 0.05740987983978638,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 4.56224102481842e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 217973285.0,
|
|
"reward": 0.6207055449485779,
|
|
"reward_std": 0.3931494951248169,
|
|
"rewards/TRLRewardAdapter/mean": 0.6207055449485779,
|
|
"rewards/TRLRewardAdapter/std": 0.3931494951248169,
|
|
"sampling/importance_sampling_ratio/max": 2.220673084259033,
|
|
"sampling/importance_sampling_ratio/mean": 0.03011242114007473,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.25,
|
|
"sampling/sampling_logp_difference/mean": 0.017564833164215088,
|
|
"step": 86,
|
|
"step_time": 370.1403947339859
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03854166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9878.0,
|
|
"completions/mean_length": 2241.466796875,
|
|
"completions/mean_terminated_length": 1930.452880859375,
|
|
"completions/min_length": 139.0,
|
|
"completions/min_terminated_length": 139.0,
|
|
"entropy": 0.13359994689623514,
|
|
"epoch": 0.05807743658210948,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.888901332348103e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 220593797.0,
|
|
"reward": 0.7682173848152161,
|
|
"reward_std": 0.3108425736427307,
|
|
"rewards/TRLRewardAdapter/mean": 0.7682173252105713,
|
|
"rewards/TRLRewardAdapter/std": 0.3108425736427307,
|
|
"sampling/importance_sampling_ratio/max": 1.9385888576507568,
|
|
"sampling/importance_sampling_ratio/mean": 0.0405079685151577,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 55.460601806640625,
|
|
"sampling/sampling_logp_difference/mean": 0.016870247200131416,
|
|
"step": 87,
|
|
"step_time": 382.6960062190192
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06041666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9941.0,
|
|
"completions/mean_length": 2631.3427734375,
|
|
"completions/mean_terminated_length": 2157.526611328125,
|
|
"completions/min_length": 210.0,
|
|
"completions/min_terminated_length": 210.0,
|
|
"entropy": 0.1350964034597079,
|
|
"epoch": 0.05874499332443257,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 1.0511186518822007e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 223556110.0,
|
|
"reward": 0.6751776933670044,
|
|
"reward_std": 0.36552193760871887,
|
|
"rewards/TRLRewardAdapter/mean": 0.6751776337623596,
|
|
"rewards/TRLRewardAdapter/std": 0.3655219078063965,
|
|
"sampling/importance_sampling_ratio/max": 0.9123778343200684,
|
|
"sampling/importance_sampling_ratio/mean": 0.024781782180070877,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.094983100891113,
|
|
"sampling/sampling_logp_difference/mean": 0.01719815842807293,
|
|
"step": 88,
|
|
"step_time": 344.6582413249416
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01770833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9845.0,
|
|
"completions/mean_length": 2480.721923828125,
|
|
"completions/mean_terminated_length": 2345.167724609375,
|
|
"completions/min_length": 238.0,
|
|
"completions/min_terminated_length": 238.0,
|
|
"entropy": 0.16375661889712015,
|
|
"epoch": 0.05941255006675567,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 5.3529333004646694e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 226377891.0,
|
|
"reward": 0.6971970796585083,
|
|
"reward_std": 0.3449723422527313,
|
|
"rewards/TRLRewardAdapter/mean": 0.6971970200538635,
|
|
"rewards/TRLRewardAdapter/std": 0.34497231245040894,
|
|
"sampling/importance_sampling_ratio/max": 0.5510303378105164,
|
|
"sampling/importance_sampling_ratio/mean": 0.010871204547584057,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 31.875,
|
|
"sampling/sampling_logp_difference/mean": 0.020559627562761307,
|
|
"step": 89,
|
|
"step_time": 299.1213160697371
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0031250002793967724,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9234.0,
|
|
"completions/mean_length": 2003.72509765625,
|
|
"completions/mean_terminated_length": 1978.658203125,
|
|
"completions/min_length": 109.0,
|
|
"completions/min_terminated_length": 109.0,
|
|
"entropy": 0.1286503771940867,
|
|
"epoch": 0.06008010680907877,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 5.955417409852086e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 228729659.0,
|
|
"reward": 0.7722655534744263,
|
|
"reward_std": 0.2801056206226349,
|
|
"rewards/TRLRewardAdapter/mean": 0.7722654938697815,
|
|
"rewards/TRLRewardAdapter/std": 0.2801056206226349,
|
|
"sampling/importance_sampling_ratio/max": 1.350596308708191,
|
|
"sampling/importance_sampling_ratio/mean": 0.0644492581486702,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.25,
|
|
"sampling/sampling_logp_difference/mean": 0.016756439581513405,
|
|
"step": 90,
|
|
"step_time": 212.41032147884835
|
|
},
|
|
{
|
|
"epoch": 0.06008010680907877,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.034999998731781605,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9671.0,
|
|
"eval_completions/mean_length": 2677.3153978430705,
|
|
"eval_completions/mean_terminated_length": 2411.456925101902,
|
|
"eval_completions/min_length": 156.8695652173913,
|
|
"eval_completions/min_terminated_length": 156.8695652173913,
|
|
"eval_entropy": 0.1629978165678356,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 228729659.0,
|
|
"eval_reward": 0.6752638428107552,
|
|
"eval_reward_std": 0.3557957281237063,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6752638557682866,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3557957307152126,
|
|
"eval_runtime": 1474.3121,
|
|
"eval_samples_per_second": 3.097,
|
|
"eval_sampling/importance_sampling_ratio/max": 0.9181544093982034,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.033565782415478126,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 13.76831807260928,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.0200790551531574,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 90
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03958333656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9949.0,
|
|
"completions/mean_length": 2197.25634765625,
|
|
"completions/mean_terminated_length": 1875.6680908203125,
|
|
"completions/min_length": 204.0,
|
|
"completions/min_terminated_length": 204.0,
|
|
"entropy": 0.1458988959590594,
|
|
"epoch": 0.06074766355140187,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.000137848705519037,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 231320945.0,
|
|
"reward": 0.7134481072425842,
|
|
"reward_std": 0.3452042043209076,
|
|
"rewards/TRLRewardAdapter/mean": 0.7134481072425842,
|
|
"rewards/TRLRewardAdapter/std": 0.3452042043209076,
|
|
"sampling/importance_sampling_ratio/max": 1.5020859241485596,
|
|
"sampling/importance_sampling_ratio/mean": 0.05105439946055412,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 59.806854248046875,
|
|
"sampling/sampling_logp_difference/mean": 0.018633682280778885,
|
|
"step": 91,
|
|
"step_time": 288.9141471219482
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02395833469927311,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9993.0,
|
|
"completions/mean_length": 2256.25,
|
|
"completions/mean_terminated_length": 2066.16845703125,
|
|
"completions/min_length": 160.0,
|
|
"completions/min_terminated_length": 160.0,
|
|
"entropy": 0.1421996826926867,
|
|
"epoch": 0.06141522029372497,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.1716244095977037e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 233970337.0,
|
|
"reward": 0.7449586391448975,
|
|
"reward_std": 0.3284967541694641,
|
|
"rewards/TRLRewardAdapter/mean": 0.7449586391448975,
|
|
"rewards/TRLRewardAdapter/std": 0.3284967541694641,
|
|
"sampling/importance_sampling_ratio/max": 1.6878645420074463,
|
|
"sampling/importance_sampling_ratio/mean": 0.04522738605737686,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 63.0,
|
|
"sampling/sampling_logp_difference/mean": 0.018111854791641235,
|
|
"step": 92,
|
|
"step_time": 278.5600901239086
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04791666939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9875.0,
|
|
"completions/mean_length": 2459.331298828125,
|
|
"completions/mean_terminated_length": 2079.82275390625,
|
|
"completions/min_length": 189.0,
|
|
"completions/min_terminated_length": 189.0,
|
|
"entropy": 0.14456617087125778,
|
|
"epoch": 0.062082777036048066,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.7555137226421894e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 236838047.0,
|
|
"reward": 0.7351071834564209,
|
|
"reward_std": 0.31546133756637573,
|
|
"rewards/TRLRewardAdapter/mean": 0.7351071834564209,
|
|
"rewards/TRLRewardAdapter/std": 0.31546130776405334,
|
|
"sampling/importance_sampling_ratio/max": 1.260790228843689,
|
|
"sampling/importance_sampling_ratio/mean": 0.05147914960980415,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 22.213584899902344,
|
|
"sampling/sampling_logp_difference/mean": 0.018336139619350433,
|
|
"step": 93,
|
|
"step_time": 366.3280927699525
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9590.0,
|
|
"completions/mean_length": 2000.5897216796875,
|
|
"completions/mean_terminated_length": 1899.3311767578125,
|
|
"completions/min_length": 189.0,
|
|
"completions/min_terminated_length": 189.0,
|
|
"entropy": 0.1426944062113762,
|
|
"epoch": 0.06275033377837116,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 4.242106291441243e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 239214261.0,
|
|
"reward": 0.7551478743553162,
|
|
"reward_std": 0.3180229067802429,
|
|
"rewards/TRLRewardAdapter/mean": 0.7551478147506714,
|
|
"rewards/TRLRewardAdapter/std": 0.3180229067802429,
|
|
"sampling/importance_sampling_ratio/max": 1.5415446758270264,
|
|
"sampling/importance_sampling_ratio/mean": 0.05270615220069885,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.8449835777282715,
|
|
"sampling/sampling_logp_difference/mean": 0.018265053629875183,
|
|
"step": 94,
|
|
"step_time": 248.01226840086747
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06354167312383652,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9996.0,
|
|
"completions/mean_length": 2716.19189453125,
|
|
"completions/mean_terminated_length": 2221.962158203125,
|
|
"completions/min_length": 166.0,
|
|
"completions/min_terminated_length": 166.0,
|
|
"entropy": 0.14077825844287872,
|
|
"epoch": 0.06341789052069426,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 5.2035045984615976e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 242301997.0,
|
|
"reward": 0.6847456693649292,
|
|
"reward_std": 0.37937992811203003,
|
|
"rewards/TRLRewardAdapter/mean": 0.6847456693649292,
|
|
"rewards/TRLRewardAdapter/std": 0.37937992811203003,
|
|
"sampling/importance_sampling_ratio/max": 1.245941400527954,
|
|
"sampling/importance_sampling_ratio/mean": 0.06092015653848648,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.112422943115234,
|
|
"sampling/sampling_logp_difference/mean": 0.018098922446370125,
|
|
"step": 95,
|
|
"step_time": 337.14323221624363
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01458333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9862.0,
|
|
"completions/mean_length": 1858.39697265625,
|
|
"completions/mean_terminated_length": 1737.907958984375,
|
|
"completions/min_length": 173.0,
|
|
"completions/min_terminated_length": 173.0,
|
|
"entropy": 0.14471669495105743,
|
|
"epoch": 0.06408544726301736,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.409973561812695e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 244520074.0,
|
|
"reward": 0.7525879144668579,
|
|
"reward_std": 0.337872177362442,
|
|
"rewards/TRLRewardAdapter/mean": 0.7525879144668579,
|
|
"rewards/TRLRewardAdapter/std": 0.3378722071647644,
|
|
"sampling/importance_sampling_ratio/max": 1.8474104404449463,
|
|
"sampling/importance_sampling_ratio/mean": 0.0300491563975811,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.25,
|
|
"sampling/sampling_logp_difference/mean": 0.018526067957282066,
|
|
"step": 96,
|
|
"step_time": 277.3910303299781
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0416666679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9970.0,
|
|
"completions/mean_length": 2651.52294921875,
|
|
"completions/mean_terminated_length": 2332.02392578125,
|
|
"completions/min_length": 152.0,
|
|
"completions/min_terminated_length": 152.0,
|
|
"entropy": 0.1383460263411204,
|
|
"epoch": 0.06475300400534045,
|
|
"frac_reward_zero_std": 0.20000001788139343,
|
|
"grad_norm": 2.5806449403262047e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 247544096.0,
|
|
"reward": 0.5895397663116455,
|
|
"reward_std": 0.4292527139186859,
|
|
"rewards/TRLRewardAdapter/mean": 0.5895397067070007,
|
|
"rewards/TRLRewardAdapter/std": 0.4292527139186859,
|
|
"sampling/importance_sampling_ratio/max": 0.6505938172340393,
|
|
"sampling/importance_sampling_ratio/mean": 0.028609365224838257,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 32.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01774783618748188,
|
|
"step": 97,
|
|
"step_time": 362.7196400988614
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9263.0,
|
|
"completions/mean_length": 2190.883544921875,
|
|
"completions/mean_terminated_length": 2182.740478515625,
|
|
"completions/min_length": 277.0,
|
|
"completions/min_terminated_length": 277.0,
|
|
"entropy": 0.16144517560799918,
|
|
"epoch": 0.06542056074766354,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 2.2735210949301408e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 250080496.0,
|
|
"reward": 0.7399779558181763,
|
|
"reward_std": 0.3022691309452057,
|
|
"rewards/TRLRewardAdapter/mean": 0.7399778962135315,
|
|
"rewards/TRLRewardAdapter/std": 0.3022691309452057,
|
|
"sampling/importance_sampling_ratio/max": 0.39036208391189575,
|
|
"sampling/importance_sampling_ratio/mean": 0.014772331342101097,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.75,
|
|
"sampling/sampling_logp_difference/mean": 0.020279688760638237,
|
|
"step": 98,
|
|
"step_time": 240.20208841201384
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04375000298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9891.0,
|
|
"completions/mean_length": 2643.091796875,
|
|
"completions/mean_terminated_length": 2306.5009765625,
|
|
"completions/min_length": 236.0,
|
|
"completions/min_terminated_length": 236.0,
|
|
"entropy": 0.15731064726909003,
|
|
"epoch": 0.06608811748998665,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.139668412573616e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 253047464.0,
|
|
"reward": 0.6131888628005981,
|
|
"reward_std": 0.4177123010158539,
|
|
"rewards/TRLRewardAdapter/mean": 0.6131888031959534,
|
|
"rewards/TRLRewardAdapter/std": 0.4177123010158539,
|
|
"sampling/importance_sampling_ratio/max": 1.3352314233779907,
|
|
"sampling/importance_sampling_ratio/mean": 0.025230878964066505,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 16.63401985168457,
|
|
"sampling/sampling_logp_difference/mean": 0.02000582590699196,
|
|
"step": 99,
|
|
"step_time": 373.0483907449525
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02395833469927311,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9891.0,
|
|
"completions/mean_length": 2302.0908203125,
|
|
"completions/mean_terminated_length": 2113.134521484375,
|
|
"completions/min_length": 176.0,
|
|
"completions/min_terminated_length": 176.0,
|
|
"entropy": 0.1636600742737452,
|
|
"epoch": 0.06675567423230974,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 4.361874912003742e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 255660415.0,
|
|
"reward": 0.6913338303565979,
|
|
"reward_std": 0.3497500419616699,
|
|
"rewards/TRLRewardAdapter/mean": 0.6913337707519531,
|
|
"rewards/TRLRewardAdapter/std": 0.34975001215934753,
|
|
"sampling/importance_sampling_ratio/max": 1.200569987297058,
|
|
"sampling/importance_sampling_ratio/mean": 0.017374275252223015,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.75,
|
|
"sampling/sampling_logp_difference/mean": 0.020559554919600487,
|
|
"step": 100,
|
|
"step_time": 268.73075630003586
|
|
},
|
|
{
|
|
"epoch": 0.06675567423230974,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.0354347816546974,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9721.391304347826,
|
|
"eval_completions/mean_length": 2661.774955417799,
|
|
"eval_completions/mean_terminated_length": 2391.7133152173915,
|
|
"eval_completions/min_length": 153.8695652173913,
|
|
"eval_completions/min_terminated_length": 153.8695652173913,
|
|
"eval_entropy": 0.16317026576270227,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 255660415.0,
|
|
"eval_reward": 0.6823054215182429,
|
|
"eval_reward_std": 0.3529604686343152,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.682305439658787,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.35296047122582147,
|
|
"eval_runtime": 1500.1814,
|
|
"eval_samples_per_second": 3.044,
|
|
"eval_sampling/importance_sampling_ratio/max": 0.8863680012848066,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.03699261201140673,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 13.034526223721711,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.020073617606059364,
|
|
"eval_steps_per_second": 0.015,
|
|
"step": 100
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06458333879709244,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9987.0,
|
|
"completions/mean_length": 2716.86376953125,
|
|
"completions/mean_terminated_length": 2214.01904296875,
|
|
"completions/min_length": 270.0,
|
|
"completions/min_terminated_length": 270.0,
|
|
"entropy": 0.1626757209499677,
|
|
"epoch": 0.06742323097463285,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.92333739392485e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 258717212.0,
|
|
"reward": 0.6664325594902039,
|
|
"reward_std": 0.3719951808452606,
|
|
"rewards/TRLRewardAdapter/mean": 0.6664324998855591,
|
|
"rewards/TRLRewardAdapter/std": 0.3719951808452606,
|
|
"sampling/importance_sampling_ratio/max": 0.3236977159976959,
|
|
"sampling/importance_sampling_ratio/mean": 0.009704610332846642,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.279460906982422,
|
|
"sampling/sampling_logp_difference/mean": 0.020007988438010216,
|
|
"step": 101,
|
|
"step_time": 363.48943146306556
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03541667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9996.0,
|
|
"completions/mean_length": 2217.969970703125,
|
|
"completions/mean_terminated_length": 1932.2364501953125,
|
|
"completions/min_length": 133.0,
|
|
"completions/min_terminated_length": 133.0,
|
|
"entropy": 0.1270774652560552,
|
|
"epoch": 0.06809078771695594,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 6.338267918398242e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 261278847.0,
|
|
"reward": 0.681500256061554,
|
|
"reward_std": 0.395784467458725,
|
|
"rewards/TRLRewardAdapter/mean": 0.681500256061554,
|
|
"rewards/TRLRewardAdapter/std": 0.395784467458725,
|
|
"sampling/importance_sampling_ratio/max": 1.6667042970657349,
|
|
"sampling/importance_sampling_ratio/mean": 0.075107142329216,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 40.5,
|
|
"sampling/sampling_logp_difference/mean": 0.016786491498351097,
|
|
"step": 102,
|
|
"step_time": 360.78844368993305
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0260416679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9938.0,
|
|
"completions/mean_length": 2226.8115234375,
|
|
"completions/mean_terminated_length": 2018.9722900390625,
|
|
"completions/min_length": 196.0,
|
|
"completions/min_terminated_length": 196.0,
|
|
"entropy": 0.13397220025459924,
|
|
"epoch": 0.06875834445927904,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.630486698580379e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 263882218.0,
|
|
"reward": 0.7362752556800842,
|
|
"reward_std": 0.3222164809703827,
|
|
"rewards/TRLRewardAdapter/mean": 0.7362752556800842,
|
|
"rewards/TRLRewardAdapter/std": 0.3222164809703827,
|
|
"sampling/importance_sampling_ratio/max": 0.8529259562492371,
|
|
"sampling/importance_sampling_ratio/mean": 0.028011253103613853,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01741555891931057,
|
|
"step": 103,
|
|
"step_time": 383.51708911685273
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05937500298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9994.0,
|
|
"completions/mean_length": 3340.235595703125,
|
|
"completions/mean_terminated_length": 2919.8515625,
|
|
"completions/min_length": 211.0,
|
|
"completions/min_terminated_length": 211.0,
|
|
"entropy": 0.15842589239279428,
|
|
"epoch": 0.06942590120160214,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.524552878572733e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 267591788.0,
|
|
"reward": 0.5037292242050171,
|
|
"reward_std": 0.4092491567134857,
|
|
"rewards/TRLRewardAdapter/mean": 0.5037291646003723,
|
|
"rewards/TRLRewardAdapter/std": 0.4092491865158081,
|
|
"sampling/importance_sampling_ratio/max": 1.0899382829666138,
|
|
"sampling/importance_sampling_ratio/mean": 0.025424133986234665,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 23.5,
|
|
"sampling/sampling_logp_difference/mean": 0.019492268562316895,
|
|
"step": 104,
|
|
"step_time": 379.35866772115696
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 6994.0,
|
|
"completions/mean_length": 1273.2437744140625,
|
|
"completions/mean_terminated_length": 1255.0250244140625,
|
|
"completions/min_length": 152.0,
|
|
"completions/min_terminated_length": 152.0,
|
|
"entropy": 0.13694378485282263,
|
|
"epoch": 0.07009345794392523,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 1.0044323272051776e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 269206550.0,
|
|
"reward": 0.6985800862312317,
|
|
"reward_std": 0.3866020441055298,
|
|
"rewards/TRLRewardAdapter/mean": 0.6985800266265869,
|
|
"rewards/TRLRewardAdapter/std": 0.3866020143032074,
|
|
"sampling/importance_sampling_ratio/max": 0.7879406213760376,
|
|
"sampling/importance_sampling_ratio/mean": 0.027954060584306717,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.5568528175354,
|
|
"sampling/sampling_logp_difference/mean": 0.017942676320672035,
|
|
"step": 105,
|
|
"step_time": 108.60235662502237
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00937500037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9769.0,
|
|
"completions/mean_length": 2329.978271484375,
|
|
"completions/mean_terminated_length": 2257.39111328125,
|
|
"completions/min_length": 221.0,
|
|
"completions/min_terminated_length": 221.0,
|
|
"entropy": 0.15800411502520242,
|
|
"epoch": 0.07076101468624833,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 6.678093628636355e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 271916129.0,
|
|
"reward": 0.6606379747390747,
|
|
"reward_std": 0.37899860739707947,
|
|
"rewards/TRLRewardAdapter/mean": 0.6606379151344299,
|
|
"rewards/TRLRewardAdapter/std": 0.37899860739707947,
|
|
"sampling/importance_sampling_ratio/max": 0.7154010534286499,
|
|
"sampling/importance_sampling_ratio/mean": 0.017179226502776146,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 41.11679458618164,
|
|
"sampling/sampling_logp_difference/mean": 0.020003406330943108,
|
|
"step": 106,
|
|
"step_time": 213.37511706980877
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06458333879709244,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9871.0,
|
|
"completions/mean_length": 2361.415771484375,
|
|
"completions/mean_terminated_length": 1834.0301513671875,
|
|
"completions/min_length": 253.0,
|
|
"completions/min_terminated_length": 253.0,
|
|
"entropy": 0.12839752932389578,
|
|
"epoch": 0.07142857142857142,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 3.07587266843966e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 274636176.0,
|
|
"reward": 0.6671415567398071,
|
|
"reward_std": 0.4046602249145508,
|
|
"rewards/TRLRewardAdapter/mean": 0.6671415567398071,
|
|
"rewards/TRLRewardAdapter/std": 0.4046602249145508,
|
|
"sampling/importance_sampling_ratio/max": 0.6048396825790405,
|
|
"sampling/importance_sampling_ratio/mean": 0.036186255514621735,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.068679809570312,
|
|
"sampling/sampling_logp_difference/mean": 0.01696709729731083,
|
|
"step": 107,
|
|
"step_time": 380.9905782500282
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9969.0,
|
|
"completions/mean_length": 1948.7239990234375,
|
|
"completions/mean_terminated_length": 1820.9259033203125,
|
|
"completions/min_length": 153.0,
|
|
"completions/min_terminated_length": 153.0,
|
|
"entropy": 0.1378732994198799,
|
|
"epoch": 0.07209612817089453,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 1.2184237104359538e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 276935303.0,
|
|
"reward": 0.699522078037262,
|
|
"reward_std": 0.37042608857154846,
|
|
"rewards/TRLRewardAdapter/mean": 0.6995220184326172,
|
|
"rewards/TRLRewardAdapter/std": 0.37042608857154846,
|
|
"sampling/importance_sampling_ratio/max": 2.03745436668396,
|
|
"sampling/importance_sampling_ratio/mean": 0.03697923943400383,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.03516960144043,
|
|
"sampling/sampling_logp_difference/mean": 0.01785460114479065,
|
|
"step": 108,
|
|
"step_time": 322.7427495152224
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00729166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9514.0,
|
|
"completions/mean_length": 2027.6729736328125,
|
|
"completions/mean_terminated_length": 1969.1142578125,
|
|
"completions/min_length": 153.0,
|
|
"completions/min_terminated_length": 153.0,
|
|
"entropy": 0.14827200025320053,
|
|
"epoch": 0.07276368491321762,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.552873580875549e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0003,
|
|
"num_tokens": 279311437.0,
|
|
"reward": 0.7096471786499023,
|
|
"reward_std": 0.34718069434165955,
|
|
"rewards/TRLRewardAdapter/mean": 0.7096471190452576,
|
|
"rewards/TRLRewardAdapter/std": 0.34718066453933716,
|
|
"sampling/importance_sampling_ratio/max": 1.5298820734024048,
|
|
"sampling/importance_sampling_ratio/mean": 0.04458180069923401,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.539353847503662,
|
|
"sampling/sampling_logp_difference/mean": 0.019058087840676308,
|
|
"step": 109,
|
|
"step_time": 262.48713790089823
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9946.0,
|
|
"completions/mean_length": 1582.315673828125,
|
|
"completions/mean_terminated_length": 1338.7169189453125,
|
|
"completions/min_length": 209.0,
|
|
"completions/min_terminated_length": 209.0,
|
|
"entropy": 0.1356815298398336,
|
|
"epoch": 0.07343124165554073,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.1497191541377741e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 281285628.0,
|
|
"reward": 0.8262121081352234,
|
|
"reward_std": 0.2615508735179901,
|
|
"rewards/TRLRewardAdapter/mean": 0.8262120485305786,
|
|
"rewards/TRLRewardAdapter/std": 0.2615508735179901,
|
|
"sampling/importance_sampling_ratio/max": 1.0249249935150146,
|
|
"sampling/importance_sampling_ratio/mean": 0.03145848587155342,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.53516960144043,
|
|
"sampling/sampling_logp_difference/mean": 0.0181068517267704,
|
|
"step": 110,
|
|
"step_time": 389.6709736858029
|
|
},
|
|
{
|
|
"epoch": 0.07343124165554073,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.0371739120910997,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9650.826086956522,
|
|
"eval_completions/mean_length": 2586.824940557065,
|
|
"eval_completions/mean_terminated_length": 2300.635683806046,
|
|
"eval_completions/min_length": 150.04347826086956,
|
|
"eval_completions/min_terminated_length": 150.04347826086956,
|
|
"eval_entropy": 0.15868248434170432,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 281285628.0,
|
|
"eval_reward": 0.6838794117388518,
|
|
"eval_reward_std": 0.35755952026533044,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.683879422104877,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.357559525448343,
|
|
"eval_runtime": 1484.8014,
|
|
"eval_samples_per_second": 3.075,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.0733686789222385,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.04419691593426725,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 10.507311292316603,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.01979201546181803,
|
|
"eval_steps_per_second": 0.015,
|
|
"step": 110
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9774.0,
|
|
"completions/mean_length": 2168.6083984375,
|
|
"completions/mean_terminated_length": 1863.4891357421875,
|
|
"completions/min_length": 156.0,
|
|
"completions/min_terminated_length": 156.0,
|
|
"entropy": 0.14211047689119974,
|
|
"epoch": 0.07409879839786382,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 2.762075799265439e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 283759364.0,
|
|
"reward": 0.7307542562484741,
|
|
"reward_std": 0.3685877323150635,
|
|
"rewards/TRLRewardAdapter/mean": 0.7307541966438293,
|
|
"rewards/TRLRewardAdapter/std": 0.36858776211738586,
|
|
"sampling/importance_sampling_ratio/max": 1.8532450199127197,
|
|
"sampling/importance_sampling_ratio/mean": 0.06059015542268753,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 45.25,
|
|
"sampling/sampling_logp_difference/mean": 0.018408263102173805,
|
|
"step": 111,
|
|
"step_time": 364.71903429192025
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05937500298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9945.0,
|
|
"completions/mean_length": 2549.485595703125,
|
|
"completions/mean_terminated_length": 2079.187255859375,
|
|
"completions/min_length": 210.0,
|
|
"completions/min_terminated_length": 210.0,
|
|
"entropy": 0.12491912394762039,
|
|
"epoch": 0.07476635514018691,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.124029537824762e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 286657302.0,
|
|
"reward": 0.6680839657783508,
|
|
"reward_std": 0.3786970376968384,
|
|
"rewards/TRLRewardAdapter/mean": 0.6680839657783508,
|
|
"rewards/TRLRewardAdapter/std": 0.378697007894516,
|
|
"sampling/importance_sampling_ratio/max": 1.111661434173584,
|
|
"sampling/importance_sampling_ratio/mean": 0.05194465070962906,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.5,
|
|
"sampling/sampling_logp_difference/mean": 0.016423916444182396,
|
|
"step": 112,
|
|
"step_time": 358.2157700159587
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07187500596046448,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9981.0,
|
|
"completions/mean_length": 2870.518798828125,
|
|
"completions/mean_terminated_length": 2318.404052734375,
|
|
"completions/min_length": 145.0,
|
|
"completions/min_terminated_length": 145.0,
|
|
"entropy": 0.14289992054303488,
|
|
"epoch": 0.07543391188251002,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 5.476308504968447e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 289869000.0,
|
|
"reward": 0.6486866474151611,
|
|
"reward_std": 0.4078255593776703,
|
|
"rewards/TRLRewardAdapter/mean": 0.6486865878105164,
|
|
"rewards/TRLRewardAdapter/std": 0.4078255593776703,
|
|
"sampling/importance_sampling_ratio/max": 1.1474806070327759,
|
|
"sampling/importance_sampling_ratio/mean": 0.027241289615631104,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 25.75,
|
|
"sampling/sampling_logp_difference/mean": 0.018427712842822075,
|
|
"step": 113,
|
|
"step_time": 368.93629105505534
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03333333507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8781.0,
|
|
"completions/mean_length": 2302.13134765625,
|
|
"completions/mean_terminated_length": 2036.6875,
|
|
"completions/min_length": 174.0,
|
|
"completions/min_terminated_length": 174.0,
|
|
"entropy": 0.13633264849583307,
|
|
"epoch": 0.07610146862483311,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.0345171797071992e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 292550374.0,
|
|
"reward": 0.680455207824707,
|
|
"reward_std": 0.3437182903289795,
|
|
"rewards/TRLRewardAdapter/mean": 0.6804551482200623,
|
|
"rewards/TRLRewardAdapter/std": 0.3437182903289795,
|
|
"sampling/importance_sampling_ratio/max": 1.4839133024215698,
|
|
"sampling/importance_sampling_ratio/mean": 0.02404327318072319,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.84498405456543,
|
|
"sampling/sampling_logp_difference/mean": 0.017463622614741325,
|
|
"step": 114,
|
|
"step_time": 380.09064431814477
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9972.0,
|
|
"completions/mean_length": 2453.541748046875,
|
|
"completions/mean_terminated_length": 2284.77099609375,
|
|
"completions/min_length": 255.0,
|
|
"completions/min_terminated_length": 255.0,
|
|
"entropy": 0.13463238378365835,
|
|
"epoch": 0.07676902536715621,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.827281265950944e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0017,
|
|
"num_tokens": 295354414.0,
|
|
"reward": 0.7011988162994385,
|
|
"reward_std": 0.3466876745223999,
|
|
"rewards/TRLRewardAdapter/mean": 0.7011987566947937,
|
|
"rewards/TRLRewardAdapter/std": 0.3466876745223999,
|
|
"sampling/importance_sampling_ratio/max": 0.8680779337882996,
|
|
"sampling/importance_sampling_ratio/mean": 0.035540953278541565,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.862422943115234,
|
|
"sampling/sampling_logp_difference/mean": 0.017390254884958267,
|
|
"step": 115,
|
|
"step_time": 297.8712749632541
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04270833730697632,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9968.0,
|
|
"completions/mean_length": 2953.541748046875,
|
|
"completions/mean_terminated_length": 2639.1728515625,
|
|
"completions/min_length": 147.0,
|
|
"completions/min_terminated_length": 147.0,
|
|
"entropy": 0.12944173316160837,
|
|
"epoch": 0.0774365821094793,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 5.521420755760809e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 298628278.0,
|
|
"reward": 0.6558054089546204,
|
|
"reward_std": 0.370282918214798,
|
|
"rewards/TRLRewardAdapter/mean": 0.6558054089546204,
|
|
"rewards/TRLRewardAdapter/std": 0.370282918214798,
|
|
"sampling/importance_sampling_ratio/max": 1.7290534973144531,
|
|
"sampling/importance_sampling_ratio/mean": 0.07123389840126038,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.285170555114746,
|
|
"sampling/sampling_logp_difference/mean": 0.01659364439547062,
|
|
"step": 116,
|
|
"step_time": 354.80985788209364
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01770833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9958.0,
|
|
"completions/mean_length": 2415.67626953125,
|
|
"completions/mean_terminated_length": 2278.94921875,
|
|
"completions/min_length": 135.0,
|
|
"completions/min_terminated_length": 135.0,
|
|
"entropy": 0.1290756290157636,
|
|
"epoch": 0.07810413885180241,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 2.4834709332456294e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 301375071.0,
|
|
"reward": 0.6837696433067322,
|
|
"reward_std": 0.38381534814834595,
|
|
"rewards/TRLRewardAdapter/mean": 0.6837695837020874,
|
|
"rewards/TRLRewardAdapter/std": 0.38381531834602356,
|
|
"sampling/importance_sampling_ratio/max": 1.7397611141204834,
|
|
"sampling/importance_sampling_ratio/mean": 0.05955116078257561,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.362421035766602,
|
|
"sampling/sampling_logp_difference/mean": 0.016752973198890686,
|
|
"step": 117,
|
|
"step_time": 348.4998032071162
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0885416716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9986.0,
|
|
"completions/mean_length": 2864.80224609375,
|
|
"completions/mean_terminated_length": 2171.66845703125,
|
|
"completions/min_length": 137.0,
|
|
"completions/min_terminated_length": 137.0,
|
|
"entropy": 0.12191026533643405,
|
|
"epoch": 0.0787716955941255,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 6.296000195622732e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 304562369.0,
|
|
"reward": 0.6391050219535828,
|
|
"reward_std": 0.40427348017692566,
|
|
"rewards/TRLRewardAdapter/mean": 0.639104962348938,
|
|
"rewards/TRLRewardAdapter/std": 0.40427348017692566,
|
|
"sampling/importance_sampling_ratio/max": 1.369431972503662,
|
|
"sampling/importance_sampling_ratio/mean": 0.03710899502038956,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 33.056854248046875,
|
|
"sampling/sampling_logp_difference/mean": 0.015965700149536133,
|
|
"step": 118,
|
|
"step_time": 393.4261315149488
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04375000298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9946.0,
|
|
"completions/mean_length": 1722.651123046875,
|
|
"completions/mean_terminated_length": 1343.94873046875,
|
|
"completions/min_length": 142.0,
|
|
"completions/min_terminated_length": 142.0,
|
|
"entropy": 0.11877363920211792,
|
|
"epoch": 0.0794392523364486,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00012086519944899602,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 306639186.0,
|
|
"reward": 0.759742259979248,
|
|
"reward_std": 0.3495451509952545,
|
|
"rewards/TRLRewardAdapter/mean": 0.7597422003746033,
|
|
"rewards/TRLRewardAdapter/std": 0.3495451509952545,
|
|
"sampling/importance_sampling_ratio/max": 1.507949948310852,
|
|
"sampling/importance_sampling_ratio/mean": 0.07925907522439957,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 20.814239501953125,
|
|
"sampling/sampling_logp_difference/mean": 0.016102928668260574,
|
|
"step": 119,
|
|
"step_time": 391.83013640902936
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0833333358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9980.0,
|
|
"completions/mean_length": 2634.5126953125,
|
|
"completions/mean_terminated_length": 1964.922607421875,
|
|
"completions/min_length": 266.0,
|
|
"completions/min_terminated_length": 266.0,
|
|
"entropy": 0.1419415126244227,
|
|
"epoch": 0.0801068090787717,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 7.203284775066432e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 309575134.0,
|
|
"reward": 0.6144430637359619,
|
|
"reward_std": 0.41007378697395325,
|
|
"rewards/TRLRewardAdapter/mean": 0.6144430041313171,
|
|
"rewards/TRLRewardAdapter/std": 0.41007378697395325,
|
|
"sampling/importance_sampling_ratio/max": 1.0754402875900269,
|
|
"sampling/importance_sampling_ratio/mean": 0.03898593783378601,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 44.389068603515625,
|
|
"sampling/sampling_logp_difference/mean": 0.018080348148941994,
|
|
"step": 120,
|
|
"step_time": 381.3020469429903
|
|
},
|
|
{
|
|
"epoch": 0.0801068090787717,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.0354347816546974,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9721.608695652174,
|
|
"eval_completions/mean_length": 2551.782131029212,
|
|
"eval_completions/mean_terminated_length": 2278.177346934443,
|
|
"eval_completions/min_length": 147.69565217391303,
|
|
"eval_completions/min_terminated_length": 147.69565217391303,
|
|
"eval_entropy": 0.15825442127559497,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 309575134.0,
|
|
"eval_reward": 0.6852614490882211,
|
|
"eval_reward_std": 0.35820923162543256,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6852614594542462,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.358209235512692,
|
|
"eval_runtime": 1486.6849,
|
|
"eval_samples_per_second": 3.071,
|
|
"eval_sampling/importance_sampling_ratio/max": 0.9480521445688994,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.04812641814351082,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 11.392459164495053,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019747365590022957,
|
|
"eval_steps_per_second": 0.015,
|
|
"step": 120
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9967.0,
|
|
"completions/mean_length": 2229.367919921875,
|
|
"completions/mean_terminated_length": 2004.4940185546875,
|
|
"completions/min_length": 140.0,
|
|
"completions/min_terminated_length": 140.0,
|
|
"entropy": 0.14791556199391684,
|
|
"epoch": 0.08077436582109479,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.828065037519715e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 312181695.0,
|
|
"reward": 0.649276614189148,
|
|
"reward_std": 0.4037320017814636,
|
|
"rewards/TRLRewardAdapter/mean": 0.649276614189148,
|
|
"rewards/TRLRewardAdapter/std": 0.40373197197914124,
|
|
"sampling/importance_sampling_ratio/max": 1.4255483150482178,
|
|
"sampling/importance_sampling_ratio/mean": 0.06448955088853836,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 52.889068603515625,
|
|
"sampling/sampling_logp_difference/mean": 0.01917499117553234,
|
|
"step": 121,
|
|
"step_time": 292.9878922898788
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9958.0,
|
|
"completions/mean_length": 2131.839599609375,
|
|
"completions/mean_terminated_length": 1955.874267578125,
|
|
"completions/min_length": 264.0,
|
|
"completions/min_terminated_length": 264.0,
|
|
"entropy": 0.12868883833289146,
|
|
"epoch": 0.0814419225634179,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.779535633457183e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 314675301.0,
|
|
"reward": 0.6742384433746338,
|
|
"reward_std": 0.3880481719970703,
|
|
"rewards/TRLRewardAdapter/mean": 0.674238383769989,
|
|
"rewards/TRLRewardAdapter/std": 0.3880481421947479,
|
|
"sampling/importance_sampling_ratio/max": 0.7546657919883728,
|
|
"sampling/importance_sampling_ratio/mean": 0.02844267524778843,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 36.101531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.017138971015810966,
|
|
"step": 122,
|
|
"step_time": 357.8990430969279
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9808.0,
|
|
"completions/mean_length": 1583.9532470703125,
|
|
"completions/mean_terminated_length": 1575.17724609375,
|
|
"completions/min_length": 237.0,
|
|
"completions/min_terminated_length": 237.0,
|
|
"entropy": 0.13454273343086243,
|
|
"epoch": 0.08210947930574099,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00012209824455959142,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 316681208.0,
|
|
"reward": 0.7204576134681702,
|
|
"reward_std": 0.3507741391658783,
|
|
"rewards/TRLRewardAdapter/mean": 0.7204576134681702,
|
|
"rewards/TRLRewardAdapter/std": 0.3507741391658783,
|
|
"sampling/importance_sampling_ratio/max": 1.0937618017196655,
|
|
"sampling/importance_sampling_ratio/mean": 0.02557499334216118,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.222846031188965,
|
|
"sampling/sampling_logp_difference/mean": 0.01755525730550289,
|
|
"step": 123,
|
|
"step_time": 183.55984387686476
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9965.0,
|
|
"completions/mean_length": 2222.675048828125,
|
|
"completions/mean_terminated_length": 1997.607666015625,
|
|
"completions/min_length": 190.0,
|
|
"completions/min_terminated_length": 190.0,
|
|
"entropy": 0.1349995881319046,
|
|
"epoch": 0.08277703604806408,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00012002968402174833,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 319301280.0,
|
|
"reward": 0.7282646298408508,
|
|
"reward_std": 0.3517504036426544,
|
|
"rewards/TRLRewardAdapter/mean": 0.7282646298408508,
|
|
"rewards/TRLRewardAdapter/std": 0.35175037384033203,
|
|
"sampling/importance_sampling_ratio/max": 0.816942572593689,
|
|
"sampling/importance_sampling_ratio/mean": 0.033260196447372437,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 58.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01754726469516754,
|
|
"step": 124,
|
|
"step_time": 260.67253338510636
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02500000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9973.0,
|
|
"completions/mean_length": 2258.25634765625,
|
|
"completions/mean_terminated_length": 2059.75,
|
|
"completions/min_length": 117.0,
|
|
"completions/min_terminated_length": 117.0,
|
|
"entropy": 0.15745735416809717,
|
|
"epoch": 0.08344459279038718,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 3.18922629037599e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 321898966.0,
|
|
"reward": 0.6639809608459473,
|
|
"reward_std": 0.38727834820747375,
|
|
"rewards/TRLRewardAdapter/mean": 0.6639809012413025,
|
|
"rewards/TRLRewardAdapter/std": 0.38727831840515137,
|
|
"sampling/importance_sampling_ratio/max": 1.677968978881836,
|
|
"sampling/importance_sampling_ratio/mean": 0.05420904606580734,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.75,
|
|
"sampling/sampling_logp_difference/mean": 0.020272715017199516,
|
|
"step": 125,
|
|
"step_time": 267.4458894281415
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0031250002793967724,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9547.0,
|
|
"completions/mean_length": 1775.4698486328125,
|
|
"completions/mean_terminated_length": 1749.6875,
|
|
"completions/min_length": 114.0,
|
|
"completions/min_terminated_length": 114.0,
|
|
"entropy": 0.14140631010135016,
|
|
"epoch": 0.08411214953271028,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00011003828545134753,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 324026041.0,
|
|
"reward": 0.7158477902412415,
|
|
"reward_std": 0.3477281332015991,
|
|
"rewards/TRLRewardAdapter/mean": 0.7158477902412415,
|
|
"rewards/TRLRewardAdapter/std": 0.3477281332015991,
|
|
"sampling/importance_sampling_ratio/max": 1.695421576499939,
|
|
"sampling/importance_sampling_ratio/mean": 0.057005055248737335,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.112419128417969,
|
|
"sampling/sampling_logp_difference/mean": 0.01796667091548443,
|
|
"step": 126,
|
|
"step_time": 198.82232712500263
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9966.0,
|
|
"completions/mean_length": 2344.971923828125,
|
|
"completions/mean_terminated_length": 2223.463623046875,
|
|
"completions/min_length": 157.0,
|
|
"completions/min_terminated_length": 157.0,
|
|
"entropy": 0.13647818565368652,
|
|
"epoch": 0.08477970627503338,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 4.1356148600655986e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 326719774.0,
|
|
"reward": 0.6698030829429626,
|
|
"reward_std": 0.3651942014694214,
|
|
"rewards/TRLRewardAdapter/mean": 0.6698030233383179,
|
|
"rewards/TRLRewardAdapter/std": 0.365194171667099,
|
|
"sampling/importance_sampling_ratio/max": 1.3290491104125977,
|
|
"sampling/importance_sampling_ratio/mean": 0.04404326155781746,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 26.68427085876465,
|
|
"sampling/sampling_logp_difference/mean": 0.01775551214814186,
|
|
"step": 127,
|
|
"step_time": 340.3491854190361
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03854166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9839.0,
|
|
"completions/mean_length": 1486.6334228515625,
|
|
"completions/mean_terminated_length": 1145.3607177734375,
|
|
"completions/min_length": 173.0,
|
|
"completions/min_terminated_length": 173.0,
|
|
"entropy": 0.11044824620087941,
|
|
"epoch": 0.08544726301735647,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.594325649466259e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 328611454.0,
|
|
"reward": 0.7845466732978821,
|
|
"reward_std": 0.3377356231212616,
|
|
"rewards/TRLRewardAdapter/mean": 0.7845466732978821,
|
|
"rewards/TRLRewardAdapter/std": 0.337735652923584,
|
|
"sampling/importance_sampling_ratio/max": 1.3770049810409546,
|
|
"sampling/importance_sampling_ratio/mean": 0.08728305995464325,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.25,
|
|
"sampling/sampling_logp_difference/mean": 0.015297630801796913,
|
|
"step": 128,
|
|
"step_time": 287.27334287704434
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00937500037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9973.0,
|
|
"completions/mean_length": 1742.61572265625,
|
|
"completions/mean_terminated_length": 1664.469970703125,
|
|
"completions/min_length": 226.0,
|
|
"completions/min_terminated_length": 226.0,
|
|
"entropy": 0.13573889682690302,
|
|
"epoch": 0.08611481975967958,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.844913070956158e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 330725101.0,
|
|
"reward": 0.7157770991325378,
|
|
"reward_std": 0.3767005503177643,
|
|
"rewards/TRLRewardAdapter/mean": 0.7157770991325378,
|
|
"rewards/TRLRewardAdapter/std": 0.3767005503177643,
|
|
"sampling/importance_sampling_ratio/max": 0.9500621557235718,
|
|
"sampling/importance_sampling_ratio/mean": 0.04412941262125969,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.746208190917969,
|
|
"sampling/sampling_logp_difference/mean": 0.017548177391290665,
|
|
"step": 129,
|
|
"step_time": 343.54249943909235
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9873.0,
|
|
"completions/mean_length": 1818.7490234375,
|
|
"completions/mean_terminated_length": 1715.188720703125,
|
|
"completions/min_length": 170.0,
|
|
"completions/min_terminated_length": 170.0,
|
|
"entropy": 0.14987633377313614,
|
|
"epoch": 0.08678237650200267,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 1.8260770066058735e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 332961660.0,
|
|
"reward": 0.6647705435752869,
|
|
"reward_std": 0.3835143744945526,
|
|
"rewards/TRLRewardAdapter/mean": 0.6647704839706421,
|
|
"rewards/TRLRewardAdapter/std": 0.3835143744945526,
|
|
"sampling/importance_sampling_ratio/max": 1.551910638809204,
|
|
"sampling/importance_sampling_ratio/mean": 0.05130656808614731,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 19.5,
|
|
"sampling/sampling_logp_difference/mean": 0.019407054409384727,
|
|
"step": 130,
|
|
"step_time": 280.8307554081548
|
|
},
|
|
{
|
|
"epoch": 0.08678237650200267,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.029782607908482136,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9816.95652173913,
|
|
"eval_completions/mean_length": 2468.4951808763585,
|
|
"eval_completions/mean_terminated_length": 2237.3007600203805,
|
|
"eval_completions/min_length": 133.2173913043478,
|
|
"eval_completions/min_terminated_length": 133.2173913043478,
|
|
"eval_entropy": 0.15530690874742425,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 332961660.0,
|
|
"eval_reward": 0.6874672666839932,
|
|
"eval_reward_std": 0.3613548784152321,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.687467274458512,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3613548797109853,
|
|
"eval_runtime": 1464.4291,
|
|
"eval_samples_per_second": 3.118,
|
|
"eval_sampling/importance_sampling_ratio/max": 0.9168462986531465,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.05230657383799553,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 12.392858111340066,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019455165237836216,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 130
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.004166666883975267,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9899.0,
|
|
"completions/mean_length": 1566.2021484375,
|
|
"completions/mean_terminated_length": 1530.9141845703125,
|
|
"completions/min_length": 181.0,
|
|
"completions/min_terminated_length": 181.0,
|
|
"entropy": 0.1163618229329586,
|
|
"epoch": 0.08744993324432576,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 9.990400794582324e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 334911806.0,
|
|
"reward": 0.7543298602104187,
|
|
"reward_std": 0.33369165658950806,
|
|
"rewards/TRLRewardAdapter/mean": 0.7543298006057739,
|
|
"rewards/TRLRewardAdapter/std": 0.33369165658950806,
|
|
"sampling/importance_sampling_ratio/max": 1.1147093772888184,
|
|
"sampling/importance_sampling_ratio/mean": 0.04032627493143082,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.75,
|
|
"sampling/sampling_logp_difference/mean": 0.015747634693980217,
|
|
"step": 131,
|
|
"step_time": 249.80597927817143
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03229166939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9428.0,
|
|
"completions/mean_length": 2161.057373046875,
|
|
"completions/mean_terminated_length": 1899.4779052734375,
|
|
"completions/min_length": 227.0,
|
|
"completions/min_terminated_length": 227.0,
|
|
"entropy": 0.1256259394188722,
|
|
"epoch": 0.08811748998664887,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 8.107188141294206e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 337413717.0,
|
|
"reward": 0.6780837774276733,
|
|
"reward_std": 0.36943140625953674,
|
|
"rewards/TRLRewardAdapter/mean": 0.6780837178230286,
|
|
"rewards/TRLRewardAdapter/std": 0.36943134665489197,
|
|
"sampling/importance_sampling_ratio/max": 0.8488670587539673,
|
|
"sampling/importance_sampling_ratio/mean": 0.037174295634031296,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 33.498069763183594,
|
|
"sampling/sampling_logp_difference/mean": 0.016485383734107018,
|
|
"step": 132,
|
|
"step_time": 359.2915428769775
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9995.0,
|
|
"completions/mean_length": 2370.617919921875,
|
|
"completions/mean_terminated_length": 2224.83349609375,
|
|
"completions/min_length": 148.0,
|
|
"completions/min_terminated_length": 148.0,
|
|
"entropy": 0.13913450141747793,
|
|
"epoch": 0.08878504672897196,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.45982275115606e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 340171206.0,
|
|
"reward": 0.7048442959785461,
|
|
"reward_std": 0.3529007136821747,
|
|
"rewards/TRLRewardAdapter/mean": 0.7048442959785461,
|
|
"rewards/TRLRewardAdapter/std": 0.3529007136821747,
|
|
"sampling/importance_sampling_ratio/max": 1.279177188873291,
|
|
"sampling/importance_sampling_ratio/mean": 0.04539105296134949,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 26.212902069091797,
|
|
"sampling/sampling_logp_difference/mean": 0.018074048683047295,
|
|
"step": 133,
|
|
"step_time": 308.4134695229586
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03020833432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9941.0,
|
|
"completions/mean_length": 2043.0125732421875,
|
|
"completions/mean_terminated_length": 1795.157958984375,
|
|
"completions/min_length": 193.0,
|
|
"completions/min_terminated_length": 193.0,
|
|
"entropy": 0.12847655887405077,
|
|
"epoch": 0.08945260347129506,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00021827064679739243,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 342574450.0,
|
|
"reward": 0.7504717707633972,
|
|
"reward_std": 0.3379877805709839,
|
|
"rewards/TRLRewardAdapter/mean": 0.7504717707633972,
|
|
"rewards/TRLRewardAdapter/std": 0.3379877507686615,
|
|
"sampling/importance_sampling_ratio/max": 0.7730284333229065,
|
|
"sampling/importance_sampling_ratio/mean": 0.046417154371738434,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.059268474578857,
|
|
"sampling/sampling_logp_difference/mean": 0.017021289095282555,
|
|
"step": 134,
|
|
"step_time": 331.23659227683675
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9954.0,
|
|
"completions/mean_length": 1845.822998046875,
|
|
"completions/mean_terminated_length": 1537.2864990234375,
|
|
"completions/min_length": 109.0,
|
|
"completions/min_terminated_length": 109.0,
|
|
"entropy": 0.1348555808266004,
|
|
"epoch": 0.09012016021361816,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.4494569170695323e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 344759368.0,
|
|
"reward": 0.7522239089012146,
|
|
"reward_std": 0.3312745690345764,
|
|
"rewards/TRLRewardAdapter/mean": 0.7522238492965698,
|
|
"rewards/TRLRewardAdapter/std": 0.3312745988368988,
|
|
"sampling/importance_sampling_ratio/max": 1.501960039138794,
|
|
"sampling/importance_sampling_ratio/mean": 0.04803052544593811,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.0,
|
|
"sampling/sampling_logp_difference/mean": 0.018077347427606583,
|
|
"step": 135,
|
|
"step_time": 397.3124769788701
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03541667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9958.0,
|
|
"completions/mean_length": 2621.73974609375,
|
|
"completions/mean_terminated_length": 2350.83154296875,
|
|
"completions/min_length": 200.0,
|
|
"completions/min_terminated_length": 200.0,
|
|
"entropy": 0.16868794709444046,
|
|
"epoch": 0.09078771695594126,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.96205465517862e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 347741998.0,
|
|
"reward": 0.6161584258079529,
|
|
"reward_std": 0.4030417203903198,
|
|
"rewards/TRLRewardAdapter/mean": 0.6161584258079529,
|
|
"rewards/TRLRewardAdapter/std": 0.4030417203903198,
|
|
"sampling/importance_sampling_ratio/max": 0.704612672328949,
|
|
"sampling/importance_sampling_ratio/mean": 0.03168671950697899,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 49.25,
|
|
"sampling/sampling_logp_difference/mean": 0.021658172830939293,
|
|
"step": 136,
|
|
"step_time": 376.7566877650097
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01666666753590107,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9907.0,
|
|
"completions/mean_length": 2204.33251953125,
|
|
"completions/mean_terminated_length": 2072.202392578125,
|
|
"completions/min_length": 123.0,
|
|
"completions/min_terminated_length": 123.0,
|
|
"entropy": 0.12537605315446854,
|
|
"epoch": 0.09145527369826435,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0001455457796766848,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 350326541.0,
|
|
"reward": 0.6935116648674011,
|
|
"reward_std": 0.3763260245323181,
|
|
"rewards/TRLRewardAdapter/mean": 0.6935116648674011,
|
|
"rewards/TRLRewardAdapter/std": 0.3763260543346405,
|
|
"sampling/importance_sampling_ratio/max": 1.673742413520813,
|
|
"sampling/importance_sampling_ratio/mean": 0.07849831879138947,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.0,
|
|
"sampling/sampling_logp_difference/mean": 0.016588479280471802,
|
|
"step": 137,
|
|
"step_time": 318.9485376807861
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9335.0,
|
|
"completions/mean_length": 1607.5709228515625,
|
|
"completions/mean_terminated_length": 1590.0501708984375,
|
|
"completions/min_length": 181.0,
|
|
"completions/min_terminated_length": 181.0,
|
|
"entropy": 0.13056512425343195,
|
|
"epoch": 0.09212283044058744,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 4.17332719009416e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 352318161.0,
|
|
"reward": 0.7119481563568115,
|
|
"reward_std": 0.3616694211959839,
|
|
"rewards/TRLRewardAdapter/mean": 0.7119481563568115,
|
|
"rewards/TRLRewardAdapter/std": 0.3616694211959839,
|
|
"sampling/importance_sampling_ratio/max": 1.9035117626190186,
|
|
"sampling/importance_sampling_ratio/mean": 0.06594683229923248,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.25,
|
|
"sampling/sampling_logp_difference/mean": 0.017519645392894745,
|
|
"step": 138,
|
|
"step_time": 195.15077394398395
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06354167312383652,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9946.0,
|
|
"completions/mean_length": 2349.66259765625,
|
|
"completions/mean_terminated_length": 1830.562744140625,
|
|
"completions/min_length": 129.0,
|
|
"completions/min_terminated_length": 129.0,
|
|
"entropy": 0.12953656911849976,
|
|
"epoch": 0.09279038718291055,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00033734750832134183,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 355030573.0,
|
|
"reward": 0.6989985704421997,
|
|
"reward_std": 0.3801172077655792,
|
|
"rewards/TRLRewardAdapter/mean": 0.6989985108375549,
|
|
"rewards/TRLRewardAdapter/std": 0.3801172375679016,
|
|
"sampling/importance_sampling_ratio/max": 1.576914668083191,
|
|
"sampling/importance_sampling_ratio/mean": 0.06069541722536087,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 32.137245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.016589831560850143,
|
|
"step": 139,
|
|
"step_time": 377.3417408228852
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9972.0,
|
|
"completions/mean_length": 2159.079345703125,
|
|
"completions/mean_terminated_length": 1791.40234375,
|
|
"completions/min_length": 104.0,
|
|
"completions/min_terminated_length": 104.0,
|
|
"entropy": 0.13095690310001373,
|
|
"epoch": 0.09345794392523364,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00020026362079222687,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 357574521.0,
|
|
"reward": 0.7151730060577393,
|
|
"reward_std": 0.385638564825058,
|
|
"rewards/TRLRewardAdapter/mean": 0.7151729464530945,
|
|
"rewards/TRLRewardAdapter/std": 0.38563859462738037,
|
|
"sampling/importance_sampling_ratio/max": 1.1447616815567017,
|
|
"sampling/importance_sampling_ratio/mean": 0.07236989587545395,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 45.75,
|
|
"sampling/sampling_logp_difference/mean": 0.017540689557790756,
|
|
"step": 140,
|
|
"step_time": 383.9879429220455
|
|
},
|
|
{
|
|
"epoch": 0.09345794392523364,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.028478260152041912,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9567.0,
|
|
"eval_completions/mean_length": 2355.380169412364,
|
|
"eval_completions/mean_terminated_length": 2131.3561268682065,
|
|
"eval_completions/min_length": 125.6086956521739,
|
|
"eval_completions/min_terminated_length": 125.6086956521739,
|
|
"eval_entropy": 0.15246716660002005,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 357574521.0,
|
|
"eval_reward": 0.7001817407815353,
|
|
"eval_reward_std": 0.3580330247464387,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.7001817511475604,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.35803302215493243,
|
|
"eval_runtime": 1455.4271,
|
|
"eval_samples_per_second": 3.137,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.1529578592466272,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.063112479351137,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 11.113044448520826,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019226921641308327,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 140
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9976.0,
|
|
"completions/mean_length": 2438.77001953125,
|
|
"completions/mean_terminated_length": 2144.176513671875,
|
|
"completions/min_length": 104.0,
|
|
"completions/min_terminated_length": 104.0,
|
|
"entropy": 0.1497784579793612,
|
|
"epoch": 0.09412550066755675,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.57565855321949e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 360400092.0,
|
|
"reward": 0.6834118366241455,
|
|
"reward_std": 0.36148059368133545,
|
|
"rewards/TRLRewardAdapter/mean": 0.6834117770195007,
|
|
"rewards/TRLRewardAdapter/std": 0.36148056387901306,
|
|
"sampling/importance_sampling_ratio/max": 2.1518704891204834,
|
|
"sampling/importance_sampling_ratio/mean": 0.05623745918273926,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.594276428222656,
|
|
"sampling/sampling_logp_difference/mean": 0.019145064055919647,
|
|
"step": 141,
|
|
"step_time": 284.60477535484824
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0416666679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9771.0,
|
|
"completions/mean_length": 2141.763671875,
|
|
"completions/mean_terminated_length": 1800.1009521484375,
|
|
"completions/min_length": 148.0,
|
|
"completions/min_terminated_length": 148.0,
|
|
"entropy": 0.130792165795962,
|
|
"epoch": 0.09479305740987984,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.989645746726181e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 362959257.0,
|
|
"reward": 0.7391140460968018,
|
|
"reward_std": 0.34996849298477173,
|
|
"rewards/TRLRewardAdapter/mean": 0.739113986492157,
|
|
"rewards/TRLRewardAdapter/std": 0.34996849298477173,
|
|
"sampling/importance_sampling_ratio/max": 1.0413411855697632,
|
|
"sampling/importance_sampling_ratio/mean": 0.046591490507125854,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 50.139068603515625,
|
|
"sampling/sampling_logp_difference/mean": 0.01730712503194809,
|
|
"step": 142,
|
|
"step_time": 393.3254542648792
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03229166939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9964.0,
|
|
"completions/mean_length": 1811.565673828125,
|
|
"completions/mean_terminated_length": 1538.323974609375,
|
|
"completions/min_length": 220.0,
|
|
"completions/min_terminated_length": 220.0,
|
|
"entropy": 0.13132629791895548,
|
|
"epoch": 0.09546061415220294,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.212859534131486e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 365161272.0,
|
|
"reward": 0.7331397533416748,
|
|
"reward_std": 0.36269137263298035,
|
|
"rewards/TRLRewardAdapter/mean": 0.7331397533416748,
|
|
"rewards/TRLRewardAdapter/std": 0.36269137263298035,
|
|
"sampling/importance_sampling_ratio/max": 0.5995067954063416,
|
|
"sampling/importance_sampling_ratio/mean": 0.02724597416818142,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.101531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.01708817295730114,
|
|
"step": 143,
|
|
"step_time": 244.08953675592784
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01145833358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9905.0,
|
|
"completions/mean_length": 1664.17822265625,
|
|
"completions/mean_terminated_length": 1567.5562744140625,
|
|
"completions/min_length": 207.0,
|
|
"completions/min_terminated_length": 207.0,
|
|
"entropy": 0.12960029890139899,
|
|
"epoch": 0.09612817089452604,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 9.539925033539107e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 367164387.0,
|
|
"reward": 0.758220911026001,
|
|
"reward_std": 0.3305254578590393,
|
|
"rewards/TRLRewardAdapter/mean": 0.7582208514213562,
|
|
"rewards/TRLRewardAdapter/std": 0.3305254280567169,
|
|
"sampling/importance_sampling_ratio/max": 1.5038800239562988,
|
|
"sampling/importance_sampling_ratio/mean": 0.06554661691188812,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.112421035766602,
|
|
"sampling/sampling_logp_difference/mean": 0.01695973426103592,
|
|
"step": 144,
|
|
"step_time": 249.5160663970746
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01979166828095913,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9565.0,
|
|
"completions/mean_length": 1791.877197265625,
|
|
"completions/mean_terminated_length": 1626.14453125,
|
|
"completions/min_length": 177.0,
|
|
"completions/min_terminated_length": 177.0,
|
|
"entropy": 0.11942102139194806,
|
|
"epoch": 0.09679572763684913,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 7.364744440420649e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 369396269.0,
|
|
"reward": 0.7236497402191162,
|
|
"reward_std": 0.36489593982696533,
|
|
"rewards/TRLRewardAdapter/mean": 0.7236497402191162,
|
|
"rewards/TRLRewardAdapter/std": 0.36489593982696533,
|
|
"sampling/importance_sampling_ratio/max": 1.175023078918457,
|
|
"sampling/importance_sampling_ratio/mean": 0.05448322743177414,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 37.263919830322266,
|
|
"sampling/sampling_logp_difference/mean": 0.015838494524359703,
|
|
"step": 145,
|
|
"step_time": 318.82094568107277
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9876.0,
|
|
"completions/mean_length": 1528.6917724609375,
|
|
"completions/mean_terminated_length": 1198.6407470703125,
|
|
"completions/min_length": 164.0,
|
|
"completions/min_terminated_length": 164.0,
|
|
"entropy": 0.11710108444094658,
|
|
"epoch": 0.09746328437917223,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00023603061918306872,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 371304485.0,
|
|
"reward": 0.7977306842803955,
|
|
"reward_std": 0.3176351487636566,
|
|
"rewards/TRLRewardAdapter/mean": 0.7977306246757507,
|
|
"rewards/TRLRewardAdapter/std": 0.31763511896133423,
|
|
"sampling/importance_sampling_ratio/max": 1.5682920217514038,
|
|
"sampling/importance_sampling_ratio/mean": 0.055906809866428375,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 31.45545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.016202116385102272,
|
|
"step": 146,
|
|
"step_time": 390.41005204000976
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03437500074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9496.0,
|
|
"completions/mean_length": 2014.49072265625,
|
|
"completions/mean_terminated_length": 1730.216796875,
|
|
"completions/min_length": 145.0,
|
|
"completions/min_terminated_length": 145.0,
|
|
"entropy": 0.12879295150438944,
|
|
"epoch": 0.09813084112149532,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.1310358895206175e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 373703996.0,
|
|
"reward": 0.7048105001449585,
|
|
"reward_std": 0.3717564642429352,
|
|
"rewards/TRLRewardAdapter/mean": 0.7048104405403137,
|
|
"rewards/TRLRewardAdapter/std": 0.3717564642429352,
|
|
"sampling/importance_sampling_ratio/max": 1.3909571170806885,
|
|
"sampling/importance_sampling_ratio/mean": 0.05960006266832352,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.035170555114746,
|
|
"sampling/sampling_logp_difference/mean": 0.017401769757270813,
|
|
"step": 147,
|
|
"step_time": 391.8164426990552
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03541667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9967.0,
|
|
"completions/mean_length": 2415.05126953125,
|
|
"completions/mean_terminated_length": 2136.553955078125,
|
|
"completions/min_length": 191.0,
|
|
"completions/min_terminated_length": 191.0,
|
|
"entropy": 0.13208756844202676,
|
|
"epoch": 0.09879839786381843,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 7.467457801268445e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 376485165.0,
|
|
"reward": 0.6942039132118225,
|
|
"reward_std": 0.3856877088546753,
|
|
"rewards/TRLRewardAdapter/mean": 0.6942039132118225,
|
|
"rewards/TRLRewardAdapter/std": 0.3856877088546753,
|
|
"sampling/importance_sampling_ratio/max": 1.076148509979248,
|
|
"sampling/importance_sampling_ratio/mean": 0.0702730268239975,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 38.5,
|
|
"sampling/sampling_logp_difference/mean": 0.017344176769256592,
|
|
"step": 148,
|
|
"step_time": 289.07324224791955
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00729166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9823.0,
|
|
"completions/mean_length": 1376.56884765625,
|
|
"completions/mean_terminated_length": 1313.2276611328125,
|
|
"completions/min_length": 110.0,
|
|
"completions/min_terminated_length": 110.0,
|
|
"entropy": 0.12632046143213907,
|
|
"epoch": 0.09946595460614152,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 4.998420337660802e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 378230895.0,
|
|
"reward": 0.7921905517578125,
|
|
"reward_std": 0.31154507398605347,
|
|
"rewards/TRLRewardAdapter/mean": 0.7921904921531677,
|
|
"rewards/TRLRewardAdapter/std": 0.31154507398605347,
|
|
"sampling/importance_sampling_ratio/max": 1.8002007007598877,
|
|
"sampling/importance_sampling_ratio/mean": 0.08501424640417099,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.25,
|
|
"sampling/sampling_logp_difference/mean": 0.017084039747714996,
|
|
"step": 149,
|
|
"step_time": 260.1785296329763
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9994.0,
|
|
"completions/mean_length": 1681.3802490234375,
|
|
"completions/mean_terminated_length": 1366.6217041015625,
|
|
"completions/min_length": 207.0,
|
|
"completions/min_terminated_length": 207.0,
|
|
"entropy": 0.11658043290177982,
|
|
"epoch": 0.10013351134846461,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00010239766064762541,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 380282972.0,
|
|
"reward": 0.7411487698554993,
|
|
"reward_std": 0.3671128749847412,
|
|
"rewards/TRLRewardAdapter/mean": 0.7411487698554993,
|
|
"rewards/TRLRewardAdapter/std": 0.3671128749847412,
|
|
"sampling/importance_sampling_ratio/max": 2.462307929992676,
|
|
"sampling/importance_sampling_ratio/mean": 0.07966098189353943,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.75,
|
|
"sampling/sampling_logp_difference/mean": 0.01595127396285534,
|
|
"step": 150,
|
|
"step_time": 334.5855113271391
|
|
},
|
|
{
|
|
"epoch": 0.10013351134846461,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.027826086091606514,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9677.91304347826,
|
|
"eval_completions/mean_length": 2379.2464652683425,
|
|
"eval_completions/mean_terminated_length": 2161.611386506454,
|
|
"eval_completions/min_length": 122.73913043478261,
|
|
"eval_completions/min_terminated_length": 122.73913043478261,
|
|
"eval_entropy": 0.1519258747930112,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 380282972.0,
|
|
"eval_reward": 0.6937050923057224,
|
|
"eval_reward_std": 0.3625601387542227,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6937051104462665,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.36256014782449475,
|
|
"eval_runtime": 1477.3959,
|
|
"eval_samples_per_second": 3.091,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.1339411191318347,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.06450947017773338,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 11.573608730150307,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019229933133591778,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 150
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01145833358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9773.0,
|
|
"completions/mean_length": 1611.279296875,
|
|
"completions/mean_terminated_length": 1514.044189453125,
|
|
"completions/min_length": 130.0,
|
|
"completions/min_terminated_length": 130.0,
|
|
"entropy": 0.1055021844804287,
|
|
"epoch": 0.10080106809078772,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.5331163112837194e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 382217384.0,
|
|
"reward": 0.7711198329925537,
|
|
"reward_std": 0.33840814232826233,
|
|
"rewards/TRLRewardAdapter/mean": 0.7711198329925537,
|
|
"rewards/TRLRewardAdapter/std": 0.33840814232826233,
|
|
"sampling/importance_sampling_ratio/max": 2.915998697280884,
|
|
"sampling/importance_sampling_ratio/mean": 0.10054993629455566,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 29.45545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.014749045483767986,
|
|
"step": 151,
|
|
"step_time": 236.6893855878152
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00937500037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9945.0,
|
|
"completions/mean_length": 1507.8521728515625,
|
|
"completions/mean_terminated_length": 1427.484619140625,
|
|
"completions/min_length": 180.0,
|
|
"completions/min_terminated_length": 180.0,
|
|
"entropy": 0.12517911568284035,
|
|
"epoch": 0.10146862483311081,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 5.962142543616558e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 384089018.0,
|
|
"reward": 0.7268325686454773,
|
|
"reward_std": 0.3861857056617737,
|
|
"rewards/TRLRewardAdapter/mean": 0.7268325090408325,
|
|
"rewards/TRLRewardAdapter/std": 0.3861857056617737,
|
|
"sampling/importance_sampling_ratio/max": 0.9711188673973083,
|
|
"sampling/importance_sampling_ratio/mean": 0.06700102984905243,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.95545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.016836466267704964,
|
|
"step": 152,
|
|
"step_time": 299.85249807231594
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9645.0,
|
|
"completions/mean_length": 1574.14794921875,
|
|
"completions/mean_terminated_length": 1413.1444091796875,
|
|
"completions/min_length": 126.0,
|
|
"completions/min_terminated_length": 126.0,
|
|
"entropy": 0.13228378693262735,
|
|
"epoch": 0.10213618157543392,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.1240816477766067e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 385996296.0,
|
|
"reward": 0.7366042137145996,
|
|
"reward_std": 0.36069464683532715,
|
|
"rewards/TRLRewardAdapter/mean": 0.7366041541099548,
|
|
"rewards/TRLRewardAdapter/std": 0.36069464683532715,
|
|
"sampling/importance_sampling_ratio/max": 1.8058819770812988,
|
|
"sampling/importance_sampling_ratio/mean": 0.06281433254480362,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.219562530517578,
|
|
"sampling/sampling_logp_difference/mean": 0.0171809084713459,
|
|
"step": 153,
|
|
"step_time": 275.29101295094006
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9530.0,
|
|
"completions/mean_length": 1446.46044921875,
|
|
"completions/mean_terminated_length": 1310.68994140625,
|
|
"completions/min_length": 176.0,
|
|
"completions/min_terminated_length": 176.0,
|
|
"entropy": 0.10414906839529674,
|
|
"epoch": 0.102803738317757,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0004272391739016317,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 387836258.0,
|
|
"reward": 0.7876104116439819,
|
|
"reward_std": 0.31673189997673035,
|
|
"rewards/TRLRewardAdapter/mean": 0.7876103520393372,
|
|
"rewards/TRLRewardAdapter/std": 0.31673189997673035,
|
|
"sampling/importance_sampling_ratio/max": 0.9811664819717407,
|
|
"sampling/importance_sampling_ratio/mean": 0.06324245780706406,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.205451965332031,
|
|
"sampling/sampling_logp_difference/mean": 0.014519675634801388,
|
|
"step": 154,
|
|
"step_time": 244.34026735904627
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05416667088866234,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9941.0,
|
|
"completions/mean_length": 1777.2115478515625,
|
|
"completions/mean_terminated_length": 1306.3028564453125,
|
|
"completions/min_length": 141.0,
|
|
"completions/min_terminated_length": 141.0,
|
|
"entropy": 0.11276281997561455,
|
|
"epoch": 0.10347129506008011,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.51783215593763e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 389956973.0,
|
|
"reward": 0.7846503257751465,
|
|
"reward_std": 0.3251423239707947,
|
|
"rewards/TRLRewardAdapter/mean": 0.7846502661705017,
|
|
"rewards/TRLRewardAdapter/std": 0.3251423239707947,
|
|
"sampling/importance_sampling_ratio/max": 1.4768052101135254,
|
|
"sampling/importance_sampling_ratio/mean": 0.09205622971057892,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.71956443786621,
|
|
"sampling/sampling_logp_difference/mean": 0.015325195156037807,
|
|
"step": 155,
|
|
"step_time": 398.74202973989304
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9560.0,
|
|
"completions/mean_length": 1603.4271240234375,
|
|
"completions/mean_terminated_length": 1594.6715087890625,
|
|
"completions/min_length": 154.0,
|
|
"completions/min_terminated_length": 154.0,
|
|
"entropy": 0.13454734285672507,
|
|
"epoch": 0.1041388518024032,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 3.1351585816758735e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 391909959.0,
|
|
"reward": 0.830170214176178,
|
|
"reward_std": 0.2295290231704712,
|
|
"rewards/TRLRewardAdapter/mean": 0.830170214176178,
|
|
"rewards/TRLRewardAdapter/std": 0.2295290231704712,
|
|
"sampling/importance_sampling_ratio/max": 1.3259351253509521,
|
|
"sampling/importance_sampling_ratio/mean": 0.04692316800355911,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.969564437866211,
|
|
"sampling/sampling_logp_difference/mean": 0.017764762043952942,
|
|
"step": 156,
|
|
"step_time": 151.47441462508868
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02083333395421505,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9749.0,
|
|
"completions/mean_length": 2186.6396484375,
|
|
"completions/mean_terminated_length": 2020.3978271484375,
|
|
"completions/min_length": 136.0,
|
|
"completions/min_terminated_length": 136.0,
|
|
"entropy": 0.135329137245814,
|
|
"epoch": 0.1048064085447263,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.419241183173897e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 394431277.0,
|
|
"reward": 0.6653361916542053,
|
|
"reward_std": 0.3968357443809509,
|
|
"rewards/TRLRewardAdapter/mean": 0.6653361916542053,
|
|
"rewards/TRLRewardAdapter/std": 0.39683568477630615,
|
|
"sampling/importance_sampling_ratio/max": 1.545964241027832,
|
|
"sampling/importance_sampling_ratio/mean": 0.11880049854516983,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 40.5,
|
|
"sampling/sampling_logp_difference/mean": 0.01839216612279415,
|
|
"step": 157,
|
|
"step_time": 248.3765511349775
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02395833469927311,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9775.0,
|
|
"completions/mean_length": 2003.087646484375,
|
|
"completions/mean_terminated_length": 1806.7918701171875,
|
|
"completions/min_length": 184.0,
|
|
"completions/min_terminated_length": 184.0,
|
|
"entropy": 0.11702617506186168,
|
|
"epoch": 0.1054739652870494,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 6.585846838739693e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.001,
|
|
"num_tokens": 396819521.0,
|
|
"reward": 0.6708590388298035,
|
|
"reward_std": 0.40644270181655884,
|
|
"rewards/TRLRewardAdapter/mean": 0.6708590388298035,
|
|
"rewards/TRLRewardAdapter/std": 0.40644270181655884,
|
|
"sampling/importance_sampling_ratio/max": 1.6557930707931519,
|
|
"sampling/importance_sampling_ratio/mean": 0.07631010562181473,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.309269905090332,
|
|
"sampling/sampling_logp_difference/mean": 0.01588190533220768,
|
|
"step": 158,
|
|
"step_time": 327.4894297491992
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0052083334885537624,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9816.0,
|
|
"completions/mean_length": 1521.3896484375,
|
|
"completions/mean_terminated_length": 1476.9990234375,
|
|
"completions/min_length": 176.0,
|
|
"completions/min_terminated_length": 176.0,
|
|
"entropy": 0.11458468188842137,
|
|
"epoch": 0.10614152202937249,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 9.832217706461293e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 398701559.0,
|
|
"reward": 0.7800343036651611,
|
|
"reward_std": 0.3128453195095062,
|
|
"rewards/TRLRewardAdapter/mean": 0.7800342440605164,
|
|
"rewards/TRLRewardAdapter/std": 0.3128453195095062,
|
|
"sampling/importance_sampling_ratio/max": 1.2843810319900513,
|
|
"sampling/importance_sampling_ratio/mean": 0.051958054304122925,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.28125,
|
|
"sampling/sampling_logp_difference/mean": 0.01560790091753006,
|
|
"step": 159,
|
|
"step_time": 286.50617076898925
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00729166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9853.0,
|
|
"completions/mean_length": 1724.0010986328125,
|
|
"completions/mean_terminated_length": 1663.2119140625,
|
|
"completions/min_length": 99.0,
|
|
"completions/min_terminated_length": 99.0,
|
|
"entropy": 0.12688563267389932,
|
|
"epoch": 0.1068090787716956,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 4.006229290563662e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 400810936.0,
|
|
"reward": 0.7313457727432251,
|
|
"reward_std": 0.3640768229961395,
|
|
"rewards/TRLRewardAdapter/mean": 0.7313457727432251,
|
|
"rewards/TRLRewardAdapter/std": 0.3640768229961395,
|
|
"sampling/importance_sampling_ratio/max": 1.986310601234436,
|
|
"sampling/importance_sampling_ratio/mean": 0.10960646718740463,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.875,
|
|
"sampling/sampling_logp_difference/mean": 0.016984816640615463,
|
|
"step": 160,
|
|
"step_time": 290.75331439613365
|
|
},
|
|
{
|
|
"epoch": 0.1068090787716956,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.0284782601925342,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9702.04347826087,
|
|
"eval_completions/mean_length": 2352.8240860648775,
|
|
"eval_completions/mean_terminated_length": 2128.8152120838995,
|
|
"eval_completions/min_length": 114.30434782608695,
|
|
"eval_completions/min_terminated_length": 114.30434782608695,
|
|
"eval_entropy": 0.1525176024955252,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 400810936.0,
|
|
"eval_reward": 0.6961859697880952,
|
|
"eval_reward_std": 0.362205912237582,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6961859827456267,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3622059187163477,
|
|
"eval_runtime": 1452.2508,
|
|
"eval_samples_per_second": 3.144,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.326102199761764,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.07548981953574263,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 11.759410671565844,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019364864524939785,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 160
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05625000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9954.0,
|
|
"completions/mean_length": 1551.4813232421875,
|
|
"completions/mean_terminated_length": 1047.9271240234375,
|
|
"completions/min_length": 226.0,
|
|
"completions/min_terminated_length": 226.0,
|
|
"entropy": 0.11241903280218442,
|
|
"epoch": 0.10747663551401869,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0006817205751395026,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0005,
|
|
"num_tokens": 402713638.0,
|
|
"reward": 0.7665219902992249,
|
|
"reward_std": 0.3447123169898987,
|
|
"rewards/TRLRewardAdapter/mean": 0.7665219902992249,
|
|
"rewards/TRLRewardAdapter/std": 0.3447123169898987,
|
|
"sampling/importance_sampling_ratio/max": 1.3029905557632446,
|
|
"sampling/importance_sampling_ratio/mean": 0.051413048058748245,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.469563007354736,
|
|
"sampling/sampling_logp_difference/mean": 0.015512119047343731,
|
|
"step": 161,
|
|
"step_time": 394.698671505088
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02500000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9924.0,
|
|
"completions/mean_length": 2017.7510986328125,
|
|
"completions/mean_terminated_length": 1813.078125,
|
|
"completions/min_length": 190.0,
|
|
"completions/min_terminated_length": 190.0,
|
|
"entropy": 0.11456204702456792,
|
|
"epoch": 0.1081441922563418,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 7.848842516422998e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 405117591.0,
|
|
"reward": 0.7282195091247559,
|
|
"reward_std": 0.38265085220336914,
|
|
"rewards/TRLRewardAdapter/mean": 0.7282194495201111,
|
|
"rewards/TRLRewardAdapter/std": 0.38265082240104675,
|
|
"sampling/importance_sampling_ratio/max": 0.9695773720741272,
|
|
"sampling/importance_sampling_ratio/mean": 0.09382928907871246,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 58.213584899902344,
|
|
"sampling/sampling_logp_difference/mean": 0.015914976596832275,
|
|
"step": 162,
|
|
"step_time": 312.2502204857301
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.010416666977107525,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9915.0,
|
|
"completions/mean_length": 1561.7042236328125,
|
|
"completions/mean_terminated_length": 1472.8798828125,
|
|
"completions/min_length": 96.0,
|
|
"completions/min_terminated_length": 96.0,
|
|
"entropy": 0.12358297159274419,
|
|
"epoch": 0.10881174899866489,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00010687441008406579,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 407003419.0,
|
|
"reward": 0.6793323755264282,
|
|
"reward_std": 0.40592122077941895,
|
|
"rewards/TRLRewardAdapter/mean": 0.6793323755264282,
|
|
"rewards/TRLRewardAdapter/std": 0.40592119097709656,
|
|
"sampling/importance_sampling_ratio/max": 1.3988263607025146,
|
|
"sampling/importance_sampling_ratio/mean": 0.11524154245853424,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 22.53516960144043,
|
|
"sampling/sampling_logp_difference/mean": 0.016662752255797386,
|
|
"step": 163,
|
|
"step_time": 249.21956890402362
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02500000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9871.0,
|
|
"completions/mean_length": 1939.759521484375,
|
|
"completions/mean_terminated_length": 1733.086669921875,
|
|
"completions/min_length": 121.0,
|
|
"completions/min_terminated_length": 121.0,
|
|
"entropy": 0.09411596631010373,
|
|
"epoch": 0.10947930574098798,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00010972651083887833,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 409316916.0,
|
|
"reward": 0.7786769270896912,
|
|
"reward_std": 0.30987218022346497,
|
|
"rewards/TRLRewardAdapter/mean": 0.7786768674850464,
|
|
"rewards/TRLRewardAdapter/std": 0.3098721504211426,
|
|
"sampling/importance_sampling_ratio/max": 1.3678574562072754,
|
|
"sampling/importance_sampling_ratio/mean": 0.09667681902647018,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.692296028137207,
|
|
"sampling/sampling_logp_difference/mean": 0.013183471746742725,
|
|
"step": 164,
|
|
"step_time": 339.14866313082166
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9592.0,
|
|
"completions/mean_length": 1573.425048828125,
|
|
"completions/mean_terminated_length": 1555.8330078125,
|
|
"completions/min_length": 130.0,
|
|
"completions/min_terminated_length": 130.0,
|
|
"entropy": 0.13461816310882568,
|
|
"epoch": 0.11014686248331108,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 8.242464570565928e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 411284812.0,
|
|
"reward": 0.7970845699310303,
|
|
"reward_std": 0.2950076162815094,
|
|
"rewards/TRLRewardAdapter/mean": 0.7970845699310303,
|
|
"rewards/TRLRewardAdapter/std": 0.2950076162815094,
|
|
"sampling/importance_sampling_ratio/max": 1.6130881309509277,
|
|
"sampling/importance_sampling_ratio/mean": 0.0815000832080841,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.1818528175354,
|
|
"sampling/sampling_logp_difference/mean": 0.01816798746585846,
|
|
"step": 165,
|
|
"step_time": 214.31559586594813
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02500000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9964.0,
|
|
"completions/mean_length": 1914.69384765625,
|
|
"completions/mean_terminated_length": 1707.3782958984375,
|
|
"completions/min_length": 85.0,
|
|
"completions/min_terminated_length": 85.0,
|
|
"entropy": 0.12591932465632757,
|
|
"epoch": 0.11081441922563418,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00012725181508851387,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 413642054.0,
|
|
"reward": 0.7520473599433899,
|
|
"reward_std": 0.3353344202041626,
|
|
"rewards/TRLRewardAdapter/mean": 0.7520473599433899,
|
|
"rewards/TRLRewardAdapter/std": 0.3353344202041626,
|
|
"sampling/importance_sampling_ratio/max": 2.3689584732055664,
|
|
"sampling/importance_sampling_ratio/mean": 0.07621227204799652,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.45545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.016877667978405952,
|
|
"step": 166,
|
|
"step_time": 325.60074338386767
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9705.0,
|
|
"completions/mean_length": 2305.492919921875,
|
|
"completions/mean_terminated_length": 1944.6815185546875,
|
|
"completions/min_length": 128.0,
|
|
"completions/min_terminated_length": 128.0,
|
|
"entropy": 0.14563562472661337,
|
|
"epoch": 0.11148197596795728,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 6.142816370724688e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 416322303.0,
|
|
"reward": 0.690281867980957,
|
|
"reward_std": 0.3684394359588623,
|
|
"rewards/TRLRewardAdapter/mean": 0.6902818083763123,
|
|
"rewards/TRLRewardAdapter/std": 0.3684394061565399,
|
|
"sampling/importance_sampling_ratio/max": 1.755854606628418,
|
|
"sampling/importance_sampling_ratio/mean": 0.09705977141857147,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 18.375,
|
|
"sampling/sampling_logp_difference/mean": 0.01864590309560299,
|
|
"step": 167,
|
|
"step_time": 283.01568886695895
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06979166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9830.0,
|
|
"completions/mean_length": 1938.838623046875,
|
|
"completions/mean_terminated_length": 1334.0257568359375,
|
|
"completions/min_length": 94.0,
|
|
"completions/min_terminated_length": 94.0,
|
|
"entropy": 0.13773382206757864,
|
|
"epoch": 0.11214953271028037,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0001225243812592436,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 418624068.0,
|
|
"reward": 0.7478582262992859,
|
|
"reward_std": 0.3696529269218445,
|
|
"rewards/TRLRewardAdapter/mean": 0.7478581666946411,
|
|
"rewards/TRLRewardAdapter/std": 0.3696529269218445,
|
|
"sampling/importance_sampling_ratio/max": 1.6435810327529907,
|
|
"sampling/importance_sampling_ratio/mean": 0.1233157068490982,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.205453872680664,
|
|
"sampling/sampling_logp_difference/mean": 0.018473615869879723,
|
|
"step": 168,
|
|
"step_time": 399.46194162697066
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02291666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9910.0,
|
|
"completions/mean_length": 1889.5074462890625,
|
|
"completions/mean_terminated_length": 1699.2825927734375,
|
|
"completions/min_length": 134.0,
|
|
"completions/min_terminated_length": 134.0,
|
|
"entropy": 0.15432061006625494,
|
|
"epoch": 0.11281708945260348,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 8.429299319420713e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 420878219.0,
|
|
"reward": 0.6872667670249939,
|
|
"reward_std": 0.39916694164276123,
|
|
"rewards/TRLRewardAdapter/mean": 0.6872667074203491,
|
|
"rewards/TRLRewardAdapter/std": 0.39916691184043884,
|
|
"sampling/importance_sampling_ratio/max": 2.780564308166504,
|
|
"sampling/importance_sampling_ratio/mean": 0.13409915566444397,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 57.0,
|
|
"sampling/sampling_logp_difference/mean": 0.019472500309348106,
|
|
"step": 169,
|
|
"step_time": 343.45780162513256
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0031250002793967724,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9776.0,
|
|
"completions/mean_length": 1756.3604736328125,
|
|
"completions/mean_terminated_length": 1730.5181884765625,
|
|
"completions/min_length": 79.0,
|
|
"completions/min_terminated_length": 79.0,
|
|
"entropy": 0.14001645892858505,
|
|
"epoch": 0.11348464619492657,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.3721163292165785e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 423003973.0,
|
|
"reward": 0.685125470161438,
|
|
"reward_std": 0.3935852348804474,
|
|
"rewards/TRLRewardAdapter/mean": 0.6851254105567932,
|
|
"rewards/TRLRewardAdapter/std": 0.3935852348804474,
|
|
"sampling/importance_sampling_ratio/max": 1.5537537336349487,
|
|
"sampling/importance_sampling_ratio/mean": 0.13283765316009521,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.966457843780518,
|
|
"sampling/sampling_logp_difference/mean": 0.018683936446905136,
|
|
"step": 170,
|
|
"step_time": 164.62587461201474
|
|
},
|
|
{
|
|
"epoch": 0.11348464619492657,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.03478260751327743,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9750.91304347826,
|
|
"eval_completions/mean_length": 2378.2897312330165,
|
|
"eval_completions/mean_terminated_length": 2103.494591754416,
|
|
"eval_completions/min_length": 78.82608695652173,
|
|
"eval_completions/min_terminated_length": 78.82608695652173,
|
|
"eval_entropy": 0.15513058784215347,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 423003973.0,
|
|
"eval_reward": 0.6909672410591788,
|
|
"eval_reward_std": 0.37204208710919257,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6909672566082167,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3720420845176863,
|
|
"eval_runtime": 1471.393,
|
|
"eval_samples_per_second": 3.103,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.287332788757656,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.1068178363468336,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 15.720460176467896,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019769671899469002,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 170
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0,
|
|
"completions/max_length": 9151.0,
|
|
"completions/max_terminated_length": 9151.0,
|
|
"completions/mean_length": 1063.89794921875,
|
|
"completions/mean_terminated_length": 1063.89794921875,
|
|
"completions/min_length": 103.0,
|
|
"completions/min_terminated_length": 103.0,
|
|
"entropy": 0.11908687154452006,
|
|
"epoch": 0.11415220293724966,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00026745912275093827,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0003,
|
|
"num_tokens": 424437091.0,
|
|
"reward": 0.8286584615707397,
|
|
"reward_std": 0.2696155607700348,
|
|
"rewards/TRLRewardAdapter/mean": 0.828658401966095,
|
|
"rewards/TRLRewardAdapter/std": 0.2696155607700348,
|
|
"sampling/importance_sampling_ratio/max": 2.8751087188720703,
|
|
"sampling/importance_sampling_ratio/mean": 0.10444097220897675,
|
|
"sampling/importance_sampling_ratio/min": 2.7927878393993604e-42,
|
|
"sampling/sampling_logp_difference/max": 4.5,
|
|
"sampling/sampling_logp_difference/mean": 0.016071438789367676,
|
|
"step": 171,
|
|
"step_time": 95.64353674114682
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0989583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9922.0,
|
|
"completions/mean_length": 3197.195068359375,
|
|
"completions/mean_terminated_length": 2450.06591796875,
|
|
"completions/min_length": 57.0,
|
|
"completions/min_terminated_length": 57.0,
|
|
"entropy": 0.1374619280298551,
|
|
"epoch": 0.11481975967957277,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 9.350555646090139e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 427960062.0,
|
|
"reward": 0.6007449626922607,
|
|
"reward_std": 0.4292110800743103,
|
|
"rewards/TRLRewardAdapter/mean": 0.6007449626922607,
|
|
"rewards/TRLRewardAdapter/std": 0.4292110800743103,
|
|
"sampling/importance_sampling_ratio/max": 1.2448867559432983,
|
|
"sampling/importance_sampling_ratio/mean": 0.060755275189876556,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 23.63402557373047,
|
|
"sampling/sampling_logp_difference/mean": 0.018138069659471512,
|
|
"step": 172,
|
|
"step_time": 379.78182051493786
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.09062500298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9959.0,
|
|
"completions/mean_length": 2627.431396484375,
|
|
"completions/mean_terminated_length": 1892.7080078125,
|
|
"completions/min_length": 73.0,
|
|
"completions/min_terminated_length": 73.0,
|
|
"entropy": 0.12334443007906278,
|
|
"epoch": 0.11548731642189586,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 5.95191764565004e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 430949212.0,
|
|
"reward": 0.6271807551383972,
|
|
"reward_std": 0.4327279329299927,
|
|
"rewards/TRLRewardAdapter/mean": 0.6271807551383972,
|
|
"rewards/TRLRewardAdapter/std": 0.4327279329299927,
|
|
"sampling/importance_sampling_ratio/max": 1.8865550756454468,
|
|
"sampling/importance_sampling_ratio/mean": 0.1162252426147461,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 36.75,
|
|
"sampling/sampling_logp_difference/mean": 0.016925811767578125,
|
|
"step": 173,
|
|
"step_time": 405.15434820216615
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02291666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9809.0,
|
|
"completions/mean_length": 1791.9344482421875,
|
|
"completions/mean_terminated_length": 1599.421142578125,
|
|
"completions/min_length": 91.0,
|
|
"completions/min_terminated_length": 91.0,
|
|
"entropy": 0.1439859022696813,
|
|
"epoch": 0.11615487316421896,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 8.652375792364598e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 433096413.0,
|
|
"reward": 0.6881095767021179,
|
|
"reward_std": 0.40231311321258545,
|
|
"rewards/TRLRewardAdapter/mean": 0.6881095170974731,
|
|
"rewards/TRLRewardAdapter/std": 0.40231311321258545,
|
|
"sampling/importance_sampling_ratio/max": 1.613453984260559,
|
|
"sampling/importance_sampling_ratio/mean": 0.11005332320928574,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 48.5,
|
|
"sampling/sampling_logp_difference/mean": 0.019123367965221405,
|
|
"step": 174,
|
|
"step_time": 314.5446395711042
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9617.0,
|
|
"completions/mean_length": 1170.67822265625,
|
|
"completions/mean_terminated_length": 1161.4713134765625,
|
|
"completions/min_length": 98.0,
|
|
"completions/min_terminated_length": 98.0,
|
|
"entropy": 0.12343673532207806,
|
|
"epoch": 0.11682242990654206,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 4.957837660371401e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 434656200.0,
|
|
"reward": 0.8631541132926941,
|
|
"reward_std": 0.23277562856674194,
|
|
"rewards/TRLRewardAdapter/mean": 0.8631541132926941,
|
|
"rewards/TRLRewardAdapter/std": 0.23277562856674194,
|
|
"sampling/importance_sampling_ratio/max": 1.5887049436569214,
|
|
"sampling/importance_sampling_ratio/mean": 0.1320357620716095,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.34498405456543,
|
|
"sampling/sampling_logp_difference/mean": 0.01685042679309845,
|
|
"step": 175,
|
|
"step_time": 188.68177357304376
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9920.0,
|
|
"completions/mean_length": 1944.479248046875,
|
|
"completions/mean_terminated_length": 1630.627685546875,
|
|
"completions/min_length": 111.0,
|
|
"completions/min_terminated_length": 111.0,
|
|
"entropy": 0.13745656112829843,
|
|
"epoch": 0.11748998664886515,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0001248822432544961,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 436951220.0,
|
|
"reward": 0.718528151512146,
|
|
"reward_std": 0.37853848934173584,
|
|
"rewards/TRLRewardAdapter/mean": 0.7185280919075012,
|
|
"rewards/TRLRewardAdapter/std": 0.3785385191440582,
|
|
"sampling/importance_sampling_ratio/max": 1.4728782176971436,
|
|
"sampling/importance_sampling_ratio/mean": 0.10399536043405533,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 48.75,
|
|
"sampling/sampling_logp_difference/mean": 0.018090328201651573,
|
|
"step": 176,
|
|
"step_time": 368.7817706208443
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9744.0,
|
|
"completions/mean_length": 2219.322021484375,
|
|
"completions/mean_terminated_length": 1924.9178466796875,
|
|
"completions/min_length": 70.0,
|
|
"completions/min_terminated_length": 70.0,
|
|
"entropy": 0.12368625029921532,
|
|
"epoch": 0.11815754339118825,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.0778792091391825e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 439536009.0,
|
|
"reward": 0.6815489530563354,
|
|
"reward_std": 0.3821203410625458,
|
|
"rewards/TRLRewardAdapter/mean": 0.6815489530563354,
|
|
"rewards/TRLRewardAdapter/std": 0.3821203112602234,
|
|
"sampling/importance_sampling_ratio/max": 1.85831618309021,
|
|
"sampling/importance_sampling_ratio/mean": 0.07373838871717453,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 56.75,
|
|
"sampling/sampling_logp_difference/mean": 0.016376739367842674,
|
|
"step": 177,
|
|
"step_time": 383.43573823885527
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07187500596046448,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9987.0,
|
|
"completions/mean_length": 2250.966796875,
|
|
"completions/mean_terminated_length": 1650.873291015625,
|
|
"completions/min_length": 149.0,
|
|
"completions/min_terminated_length": 149.0,
|
|
"entropy": 0.12446353708704312,
|
|
"epoch": 0.11882510013351134,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00017975583513250062,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 442175657.0,
|
|
"reward": 0.6742488741874695,
|
|
"reward_std": 0.4120146930217743,
|
|
"rewards/TRLRewardAdapter/mean": 0.6742488145828247,
|
|
"rewards/TRLRewardAdapter/std": 0.4120146930217743,
|
|
"sampling/importance_sampling_ratio/max": 1.1795647144317627,
|
|
"sampling/importance_sampling_ratio/mean": 0.07377847284078598,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 34.75,
|
|
"sampling/sampling_logp_difference/mean": 0.01679581217467785,
|
|
"step": 178,
|
|
"step_time": 398.78103870199993
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00729166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9478.0,
|
|
"completions/mean_length": 1137.3250732421875,
|
|
"completions/mean_terminated_length": 1072.2265625,
|
|
"completions/min_length": 62.0,
|
|
"completions/min_terminated_length": 62.0,
|
|
"entropy": 0.12555034582813582,
|
|
"epoch": 0.11949265687583445,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0001250500047722847,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 443657569.0,
|
|
"reward": 0.8061574697494507,
|
|
"reward_std": 0.33637648820877075,
|
|
"rewards/TRLRewardAdapter/mean": 0.8061574101448059,
|
|
"rewards/TRLRewardAdapter/std": 0.33637648820877075,
|
|
"sampling/importance_sampling_ratio/max": 2.3244686126708984,
|
|
"sampling/importance_sampling_ratio/mean": 0.15397408604621887,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.358428955078125,
|
|
"sampling/sampling_logp_difference/mean": 0.017526661977171898,
|
|
"step": 179,
|
|
"step_time": 296.38614066294394
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9780.0,
|
|
"completions/mean_length": 2336.485595703125,
|
|
"completions/mean_terminated_length": 1977.1275634765625,
|
|
"completions/min_length": 77.0,
|
|
"completions/min_terminated_length": 77.0,
|
|
"entropy": 0.1303736021121343,
|
|
"epoch": 0.12016021361815754,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 5.717001565466574e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 446383347.0,
|
|
"reward": 0.6712610125541687,
|
|
"reward_std": 0.38799822330474854,
|
|
"rewards/TRLRewardAdapter/mean": 0.6712609529495239,
|
|
"rewards/TRLRewardAdapter/std": 0.38799822330474854,
|
|
"sampling/importance_sampling_ratio/max": 1.9918242692947388,
|
|
"sampling/importance_sampling_ratio/mean": 0.11425326019525528,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.208984375,
|
|
"sampling/sampling_logp_difference/mean": 0.017097637057304382,
|
|
"step": 180,
|
|
"step_time": 333.5126931448467
|
|
},
|
|
{
|
|
"epoch": 0.12016021361815754,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.03521739031471636,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9715.95652173913,
|
|
"eval_completions/mean_length": 2360.693019701087,
|
|
"eval_completions/mean_terminated_length": 2081.8454377547555,
|
|
"eval_completions/min_length": 74.21739130434783,
|
|
"eval_completions/min_terminated_length": 74.21739130434783,
|
|
"eval_entropy": 0.15638975928659024,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 446383347.0,
|
|
"eval_reward": 0.6934679902118185,
|
|
"eval_reward_std": 0.37024089564447815,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6934679979863374,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3702408995317376,
|
|
"eval_runtime": 1469.094,
|
|
"eval_samples_per_second": 3.108,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.5733484962712163,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.12031055662942969,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 13.339880176212477,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019986141392070313,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 180
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9958.0,
|
|
"completions/mean_length": 1937.619873046875,
|
|
"completions/mean_terminated_length": 1809.6455078125,
|
|
"completions/min_length": 130.0,
|
|
"completions/min_terminated_length": 130.0,
|
|
"entropy": 0.11436842133601506,
|
|
"epoch": 0.12082777036048065,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0004729986872480162,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 448684262.0,
|
|
"reward": 0.7022427320480347,
|
|
"reward_std": 0.38038793206214905,
|
|
"rewards/TRLRewardAdapter/mean": 0.7022427320480347,
|
|
"rewards/TRLRewardAdapter/std": 0.3803878724575043,
|
|
"sampling/importance_sampling_ratio/max": 1.6211986541748047,
|
|
"sampling/importance_sampling_ratio/mean": 0.11462689936161041,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.75,
|
|
"sampling/sampling_logp_difference/mean": 0.01598750613629818,
|
|
"step": 181,
|
|
"step_time": 258.8561512280721
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00937500037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9644.0,
|
|
"completions/mean_length": 1697.9854736328125,
|
|
"completions/mean_terminated_length": 1619.4173583984375,
|
|
"completions/min_length": 155.0,
|
|
"completions/min_terminated_length": 155.0,
|
|
"entropy": 0.15524009615182877,
|
|
"epoch": 0.12149532710280374,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 8.227240669000627e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 450773976.0,
|
|
"reward": 0.7843005657196045,
|
|
"reward_std": 0.3007963299751282,
|
|
"rewards/TRLRewardAdapter/mean": 0.7843005657196045,
|
|
"rewards/TRLRewardAdapter/std": 0.3007963299751282,
|
|
"sampling/importance_sampling_ratio/max": 1.528947353363037,
|
|
"sampling/importance_sampling_ratio/mean": 0.06349576264619827,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.5,
|
|
"sampling/sampling_logp_difference/mean": 0.020133279263973236,
|
|
"step": 182,
|
|
"step_time": 211.79882701404858
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03125,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9723.0,
|
|
"completions/mean_length": 2005.5635986328125,
|
|
"completions/mean_terminated_length": 1747.6785888671875,
|
|
"completions/min_length": 78.0,
|
|
"completions/min_terminated_length": 78.0,
|
|
"entropy": 0.1179102895160516,
|
|
"epoch": 0.12216288384512683,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 6.047085814737633e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 453088437.0,
|
|
"reward": 0.688823938369751,
|
|
"reward_std": 0.394115686416626,
|
|
"rewards/TRLRewardAdapter/mean": 0.6888238787651062,
|
|
"rewards/TRLRewardAdapter/std": 0.394115686416626,
|
|
"sampling/importance_sampling_ratio/max": 2.64967942237854,
|
|
"sampling/importance_sampling_ratio/mean": 0.12295623868703842,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 50.5,
|
|
"sampling/sampling_logp_difference/mean": 0.016105731949210167,
|
|
"step": 183,
|
|
"step_time": 385.4205216129776
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00729166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9928.0,
|
|
"completions/mean_length": 1802.916748046875,
|
|
"completions/mean_terminated_length": 1742.7071533203125,
|
|
"completions/min_length": 65.0,
|
|
"completions/min_terminated_length": 65.0,
|
|
"entropy": 0.13280471165974936,
|
|
"epoch": 0.12283044058744993,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 2.0303571836287468e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 455278693.0,
|
|
"reward": 0.7768964171409607,
|
|
"reward_std": 0.31320250034332275,
|
|
"rewards/TRLRewardAdapter/mean": 0.7768963575363159,
|
|
"rewards/TRLRewardAdapter/std": 0.31320247054100037,
|
|
"sampling/importance_sampling_ratio/max": 2.2319748401641846,
|
|
"sampling/importance_sampling_ratio/mean": 0.08985724300146103,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.625,
|
|
"sampling/sampling_logp_difference/mean": 0.017921578139066696,
|
|
"step": 184,
|
|
"step_time": 339.88350935583003
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9966.0,
|
|
"completions/mean_length": 1277.6063232421875,
|
|
"completions/mean_terminated_length": 1139.155517578125,
|
|
"completions/min_length": 101.0,
|
|
"completions/min_terminated_length": 101.0,
|
|
"entropy": 0.11982540786266327,
|
|
"epoch": 0.12349799732977303,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0004378204180766612,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 456943083.0,
|
|
"reward": 0.8398846983909607,
|
|
"reward_std": 0.25813421607017517,
|
|
"rewards/TRLRewardAdapter/mean": 0.8398846387863159,
|
|
"rewards/TRLRewardAdapter/std": 0.25813421607017517,
|
|
"sampling/importance_sampling_ratio/max": 2.5287773609161377,
|
|
"sampling/importance_sampling_ratio/mean": 0.18552328646183014,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 40.498069763183594,
|
|
"sampling/sampling_logp_difference/mean": 0.01603524573147297,
|
|
"step": 185,
|
|
"step_time": 299.5427632268984
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05625000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9981.0,
|
|
"completions/mean_length": 2458.84912109375,
|
|
"completions/mean_terminated_length": 2009.3763427734375,
|
|
"completions/min_length": 84.0,
|
|
"completions/min_terminated_length": 84.0,
|
|
"entropy": 0.13629320512215296,
|
|
"epoch": 0.12416555407209613,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 4.9603828677109936e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 459730810.0,
|
|
"reward": 0.7173424363136292,
|
|
"reward_std": 0.3475840985774994,
|
|
"rewards/TRLRewardAdapter/mean": 0.7173423767089844,
|
|
"rewards/TRLRewardAdapter/std": 0.3475840985774994,
|
|
"sampling/importance_sampling_ratio/max": 1.458384394645691,
|
|
"sampling/importance_sampling_ratio/mean": 0.10778453201055527,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 46.40446472167969,
|
|
"sampling/sampling_logp_difference/mean": 0.01772146485745907,
|
|
"step": 186,
|
|
"step_time": 386.3632582979044
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9834.0,
|
|
"completions/mean_length": 2279.40625,
|
|
"completions/mean_terminated_length": 2181.677001953125,
|
|
"completions/min_length": 74.0,
|
|
"completions/min_terminated_length": 74.0,
|
|
"entropy": 0.14334231615066528,
|
|
"epoch": 0.12483311081441922,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00020397936462264804,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 462385824.0,
|
|
"reward": 0.6299487948417664,
|
|
"reward_std": 0.4165264964103699,
|
|
"rewards/TRLRewardAdapter/mean": 0.6299487352371216,
|
|
"rewards/TRLRewardAdapter/std": 0.41652652621269226,
|
|
"sampling/importance_sampling_ratio/max": 1.8486647605895996,
|
|
"sampling/importance_sampling_ratio/mean": 0.08643887937068939,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 50.639068603515625,
|
|
"sampling/sampling_logp_difference/mean": 0.01908588968217373,
|
|
"step": 187,
|
|
"step_time": 239.4411448261235
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04583333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9715.0,
|
|
"completions/mean_length": 1492.576171875,
|
|
"completions/mean_terminated_length": 1083.9224853515625,
|
|
"completions/min_length": 151.0,
|
|
"completions/min_terminated_length": 151.0,
|
|
"entropy": 0.11953786015510559,
|
|
"epoch": 0.12550066755674233,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.355019319037353e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 464264297.0,
|
|
"reward": 0.7966182827949524,
|
|
"reward_std": 0.32988008856773376,
|
|
"rewards/TRLRewardAdapter/mean": 0.7966182827949524,
|
|
"rewards/TRLRewardAdapter/std": 0.32988008856773376,
|
|
"sampling/importance_sampling_ratio/max": 1.9703387022018433,
|
|
"sampling/importance_sampling_ratio/mean": 0.11671576648950577,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01679096557199955,
|
|
"step": 188,
|
|
"step_time": 282.49522982677445
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0416666679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9944.0,
|
|
"completions/mean_length": 1752.8448486328125,
|
|
"completions/mean_terminated_length": 1394.272705078125,
|
|
"completions/min_length": 122.0,
|
|
"completions/min_terminated_length": 122.0,
|
|
"entropy": 0.1357521985967954,
|
|
"epoch": 0.1261682242990654,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.959730483265012e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 466386164.0,
|
|
"reward": 0.774365246295929,
|
|
"reward_std": 0.3353410065174103,
|
|
"rewards/TRLRewardAdapter/mean": 0.774365246295929,
|
|
"rewards/TRLRewardAdapter/std": 0.3353409767150879,
|
|
"sampling/importance_sampling_ratio/max": 2.2213077545166016,
|
|
"sampling/importance_sampling_ratio/mean": 0.11746090650558472,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 20.503543853759766,
|
|
"sampling/sampling_logp_difference/mean": 0.017650311812758446,
|
|
"step": 189,
|
|
"step_time": 393.9472883648705
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04791666939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9952.0,
|
|
"completions/mean_length": 2099.951171875,
|
|
"completions/mean_terminated_length": 1702.3555908203125,
|
|
"completions/min_length": 71.0,
|
|
"completions/min_terminated_length": 71.0,
|
|
"entropy": 0.1336199715733528,
|
|
"epoch": 0.1268357810413885,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 1.1018491010008453e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 468849445.0,
|
|
"reward": 0.704240083694458,
|
|
"reward_std": 0.3940180838108063,
|
|
"rewards/TRLRewardAdapter/mean": 0.7042400240898132,
|
|
"rewards/TRLRewardAdapter/std": 0.3940180540084839,
|
|
"sampling/importance_sampling_ratio/max": 1.7454073429107666,
|
|
"sampling/importance_sampling_ratio/mean": 0.138761505484581,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 21.18427085876465,
|
|
"sampling/sampling_logp_difference/mean": 0.01806732639670372,
|
|
"step": 190,
|
|
"step_time": 381.58433087693993
|
|
},
|
|
{
|
|
"epoch": 0.1268357810413885,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.03152173810193072,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9728.826086956522,
|
|
"eval_completions/mean_length": 2301.4821087381115,
|
|
"eval_completions/mean_terminated_length": 2051.183630901834,
|
|
"eval_completions/min_length": 67.30434782608695,
|
|
"eval_completions/min_terminated_length": 67.30434782608695,
|
|
"eval_entropy": 0.15593015953250552,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 468849445.0,
|
|
"eval_reward": 0.692557912805806,
|
|
"eval_reward_std": 0.373788657395736,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6925579309463501,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.37378866387450177,
|
|
"eval_runtime": 1464.7891,
|
|
"eval_samples_per_second": 3.117,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.5481649585392163,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.12751681228046832,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 12.812516689300537,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019935898725753246,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 190
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.008333333767950535,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9961.0,
|
|
"completions/mean_length": 1946.8740234375,
|
|
"completions/mean_terminated_length": 1879.20068359375,
|
|
"completions/min_length": 85.0,
|
|
"completions/min_terminated_length": 85.0,
|
|
"entropy": 0.12434505174557368,
|
|
"epoch": 0.12750333778371162,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.6645100421268675e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 471205580.0,
|
|
"reward": 0.7731790542602539,
|
|
"reward_std": 0.3208652138710022,
|
|
"rewards/TRLRewardAdapter/mean": 0.7731789946556091,
|
|
"rewards/TRLRewardAdapter/std": 0.3208652138710022,
|
|
"sampling/importance_sampling_ratio/max": 2.0625455379486084,
|
|
"sampling/importance_sampling_ratio/mean": 0.13667091727256775,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 46.39455795288086,
|
|
"sampling/sampling_logp_difference/mean": 0.0168630238622427,
|
|
"step": 191,
|
|
"step_time": 275.7678975200979
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9498.0,
|
|
"completions/mean_length": 1280.652099609375,
|
|
"completions/mean_terminated_length": 1262.4488525390625,
|
|
"completions/min_length": 151.0,
|
|
"completions/min_terminated_length": 151.0,
|
|
"entropy": 0.13023329029480615,
|
|
"epoch": 0.12817089452603472,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0008121199486142648,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 472901470.0,
|
|
"reward": 0.7892448902130127,
|
|
"reward_std": 0.3289344012737274,
|
|
"rewards/TRLRewardAdapter/mean": 0.7892448306083679,
|
|
"rewards/TRLRewardAdapter/std": 0.3289344012737274,
|
|
"sampling/importance_sampling_ratio/max": 2.5493242740631104,
|
|
"sampling/importance_sampling_ratio/mean": 0.11255039274692535,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 36.86874771118164,
|
|
"sampling/sampling_logp_difference/mean": 0.017277738079428673,
|
|
"step": 192,
|
|
"step_time": 174.32445088005625
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01666666753590107,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9664.0,
|
|
"completions/mean_length": 1931.4896240234375,
|
|
"completions/mean_terminated_length": 1794.7352294921875,
|
|
"completions/min_length": 53.0,
|
|
"completions/min_terminated_length": 53.0,
|
|
"entropy": 0.11334129174550374,
|
|
"epoch": 0.1288384512683578,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00018217831673042164,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 475200628.0,
|
|
"reward": 0.698695182800293,
|
|
"reward_std": 0.36349397897720337,
|
|
"rewards/TRLRewardAdapter/mean": 0.6986951231956482,
|
|
"rewards/TRLRewardAdapter/std": 0.36349397897720337,
|
|
"sampling/importance_sampling_ratio/max": 2.0054123401641846,
|
|
"sampling/importance_sampling_ratio/mean": 0.08561547100543976,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.763919830322266,
|
|
"sampling/sampling_logp_difference/mean": 0.015243276953697205,
|
|
"step": 193,
|
|
"step_time": 220.42240917601157
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.006250000558793545,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9881.0,
|
|
"completions/mean_length": 1636.3751220703125,
|
|
"completions/mean_terminated_length": 1583.7735595703125,
|
|
"completions/min_length": 76.0,
|
|
"completions/min_terminated_length": 76.0,
|
|
"entropy": 0.12291658048828442,
|
|
"epoch": 0.1295060080106809,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00021269483133117578,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 477245884.0,
|
|
"reward": 0.7543378472328186,
|
|
"reward_std": 0.3365703225135803,
|
|
"rewards/TRLRewardAdapter/mean": 0.7543378472328186,
|
|
"rewards/TRLRewardAdapter/std": 0.3365703225135803,
|
|
"sampling/importance_sampling_ratio/max": 2.3275351524353027,
|
|
"sampling/importance_sampling_ratio/mean": 0.13820452988147736,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.28516960144043,
|
|
"sampling/sampling_logp_difference/mean": 0.016706937924027443,
|
|
"step": 194,
|
|
"step_time": 269.77215437218547
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03958333656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9737.0,
|
|
"completions/mean_length": 2282.954345703125,
|
|
"completions/mean_terminated_length": 1964.8980712890625,
|
|
"completions/min_length": 105.0,
|
|
"completions/min_terminated_length": 105.0,
|
|
"entropy": 0.12832057724396387,
|
|
"epoch": 0.130173564753004,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.00020799667823885346,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 479914608.0,
|
|
"reward": 0.6932317018508911,
|
|
"reward_std": 0.368312269449234,
|
|
"rewards/TRLRewardAdapter/mean": 0.6932316422462463,
|
|
"rewards/TRLRewardAdapter/std": 0.3683122396469116,
|
|
"sampling/importance_sampling_ratio/max": 1.5257395505905151,
|
|
"sampling/importance_sampling_ratio/mean": 0.11392951011657715,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 33.025718688964844,
|
|
"sampling/sampling_logp_difference/mean": 0.01679644174873829,
|
|
"step": 195,
|
|
"step_time": 324.4559900170425
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00729166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9971.0,
|
|
"completions/mean_length": 2108.633544921875,
|
|
"completions/mean_terminated_length": 2050.66943359375,
|
|
"completions/min_length": 167.0,
|
|
"completions/min_terminated_length": 167.0,
|
|
"entropy": 0.13398372878630957,
|
|
"epoch": 0.1308411214953271,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 4.847530107096583e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 482443152.0,
|
|
"reward": 0.7125573754310608,
|
|
"reward_std": 0.3508776128292084,
|
|
"rewards/TRLRewardAdapter/mean": 0.7125573754310608,
|
|
"rewards/TRLRewardAdapter/std": 0.3508776128292084,
|
|
"sampling/importance_sampling_ratio/max": 1.6037027835845947,
|
|
"sampling/importance_sampling_ratio/mean": 0.0900057703256607,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.612421035766602,
|
|
"sampling/sampling_logp_difference/mean": 0.017937107011675835,
|
|
"step": 196,
|
|
"step_time": 283.4464213917963
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04062500223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9871.0,
|
|
"completions/mean_length": 2211.438720703125,
|
|
"completions/mean_terminated_length": 1881.6297607421875,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.14496001849571863,
|
|
"epoch": 0.1315086782376502,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.96752140766997e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0007,
|
|
"num_tokens": 485043573.0,
|
|
"reward": 0.6677923202514648,
|
|
"reward_std": 0.38336098194122314,
|
|
"rewards/TRLRewardAdapter/mean": 0.6677922606468201,
|
|
"rewards/TRLRewardAdapter/std": 0.38336098194122314,
|
|
"sampling/importance_sampling_ratio/max": 2.530822277069092,
|
|
"sampling/importance_sampling_ratio/mean": 0.07543853670358658,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 32.15638732910156,
|
|
"sampling/sampling_logp_difference/mean": 0.018978912383317947,
|
|
"step": 197,
|
|
"step_time": 397.19266091822647
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06354167312383652,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9956.0,
|
|
"completions/mean_length": 2705.032470703125,
|
|
"completions/mean_terminated_length": 2210.04541015625,
|
|
"completions/min_length": 99.0,
|
|
"completions/min_terminated_length": 99.0,
|
|
"entropy": 0.13534817596276602,
|
|
"epoch": 0.1321762349799733,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00017931896916693345,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 488072052.0,
|
|
"reward": 0.5956633687019348,
|
|
"reward_std": 0.4256119430065155,
|
|
"rewards/TRLRewardAdapter/mean": 0.59566330909729,
|
|
"rewards/TRLRewardAdapter/std": 0.4256119132041931,
|
|
"sampling/importance_sampling_ratio/max": 1.402414083480835,
|
|
"sampling/importance_sampling_ratio/mean": 0.11498638242483139,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 18.5,
|
|
"sampling/sampling_logp_difference/mean": 0.01710636168718338,
|
|
"step": 198,
|
|
"step_time": 369.43524990580045
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00729166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9981.0,
|
|
"completions/mean_length": 1737.384521484375,
|
|
"completions/mean_terminated_length": 1676.6934814453125,
|
|
"completions/min_length": 73.0,
|
|
"completions/min_terminated_length": 73.0,
|
|
"entropy": 0.14282888919115067,
|
|
"epoch": 0.1328437917222964,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 6.805470089687317e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 490173317.0,
|
|
"reward": 0.7703692317008972,
|
|
"reward_std": 0.34410467743873596,
|
|
"rewards/TRLRewardAdapter/mean": 0.7703692317008972,
|
|
"rewards/TRLRewardAdapter/std": 0.3441046476364136,
|
|
"sampling/importance_sampling_ratio/max": 2.8179895877838135,
|
|
"sampling/importance_sampling_ratio/mean": 0.16381195187568665,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 52.03925704956055,
|
|
"sampling/sampling_logp_difference/mean": 0.019513225182890892,
|
|
"step": 199,
|
|
"step_time": 237.3188303412171
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9971.0,
|
|
"completions/mean_length": 1874.728271484375,
|
|
"completions/mean_terminated_length": 1693.0126953125,
|
|
"completions/min_length": 82.0,
|
|
"completions/min_terminated_length": 82.0,
|
|
"entropy": 0.123588511099418,
|
|
"epoch": 0.13351134846461948,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.4850351620411085e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 492384096.0,
|
|
"reward": 0.7406291365623474,
|
|
"reward_std": 0.36823615431785583,
|
|
"rewards/TRLRewardAdapter/mean": 0.7406290769577026,
|
|
"rewards/TRLRewardAdapter/std": 0.36823615431785583,
|
|
"sampling/importance_sampling_ratio/max": 2.071995973587036,
|
|
"sampling/importance_sampling_ratio/mean": 0.19679692387580872,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 35.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01636655442416668,
|
|
"step": 200,
|
|
"step_time": 357.0852424709592
|
|
},
|
|
{
|
|
"epoch": 0.13351134846461948,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.03173912956338862,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9611.652173913044,
|
|
"eval_completions/mean_length": 2291.2564750339675,
|
|
"eval_completions/mean_terminated_length": 2038.3417384935462,
|
|
"eval_completions/min_length": 59.17391304347826,
|
|
"eval_completions/min_terminated_length": 59.17391304347826,
|
|
"eval_entropy": 0.15610312119774197,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 492384096.0,
|
|
"eval_reward": 0.6897373147632765,
|
|
"eval_reward_std": 0.37708438868108,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6897373432698457,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3770843912725863,
|
|
"eval_runtime": 1455.7283,
|
|
"eval_samples_per_second": 3.137,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.5704801289931587,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.1495622402947882,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 11.087380471436873,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019887989467900734,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 200
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9961.0,
|
|
"completions/mean_length": 1646.6531982421875,
|
|
"completions/mean_terminated_length": 1330.58056640625,
|
|
"completions/min_length": 76.0,
|
|
"completions/min_terminated_length": 76.0,
|
|
"entropy": 0.1150330180923144,
|
|
"epoch": 0.1341789052069426,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00032615161118886086,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 494415955.0,
|
|
"reward": 0.7077589631080627,
|
|
"reward_std": 0.4107767641544342,
|
|
"rewards/TRLRewardAdapter/mean": 0.707758903503418,
|
|
"rewards/TRLRewardAdapter/std": 0.4107767343521118,
|
|
"sampling/importance_sampling_ratio/max": 1.364948034286499,
|
|
"sampling/importance_sampling_ratio/mean": 0.16353939473628998,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.889068603515625,
|
|
"sampling/sampling_logp_difference/mean": 0.01578902266919613,
|
|
"step": 201,
|
|
"step_time": 384.429304581834
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0,
|
|
"completions/max_length": 9904.0,
|
|
"completions/max_terminated_length": 9904.0,
|
|
"completions/mean_length": 1611.185546875,
|
|
"completions/mean_terminated_length": 1611.185546875,
|
|
"completions/min_length": 122.0,
|
|
"completions/min_terminated_length": 122.0,
|
|
"entropy": 0.12759979193409285,
|
|
"epoch": 0.1348464619492657,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0005095698182848696,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 496428357.0,
|
|
"reward": 0.7603576183319092,
|
|
"reward_std": 0.33512499928474426,
|
|
"rewards/TRLRewardAdapter/mean": 0.7603576183319092,
|
|
"rewards/TRLRewardAdapter/std": 0.33512499928474426,
|
|
"sampling/importance_sampling_ratio/max": 1.556559681892395,
|
|
"sampling/importance_sampling_ratio/mean": 0.17274565994739532,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.5,
|
|
"sampling/sampling_logp_difference/mean": 0.017253393307328224,
|
|
"step": 202,
|
|
"step_time": 191.43635482620448
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0572916679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9993.0,
|
|
"completions/mean_length": 1694.056396484375,
|
|
"completions/mean_terminated_length": 1189.2750244140625,
|
|
"completions/min_length": 56.0,
|
|
"completions/min_terminated_length": 56.0,
|
|
"entropy": 0.12605165938536325,
|
|
"epoch": 0.13551401869158877,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0001116110935234895,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 498436603.0,
|
|
"reward": 0.739044725894928,
|
|
"reward_std": 0.38303279876708984,
|
|
"rewards/TRLRewardAdapter/mean": 0.739044725894928,
|
|
"rewards/TRLRewardAdapter/std": 0.38303282856941223,
|
|
"sampling/importance_sampling_ratio/max": 2.0926554203033447,
|
|
"sampling/importance_sampling_ratio/mean": 0.20355002582073212,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 37.25,
|
|
"sampling/sampling_logp_difference/mean": 0.017055395990610123,
|
|
"step": 203,
|
|
"step_time": 394.33618776185904
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 7932.0,
|
|
"completions/mean_length": 1018.9885864257812,
|
|
"completions/mean_terminated_length": 1009.6235961914062,
|
|
"completions/min_length": 83.0,
|
|
"completions/min_terminated_length": 83.0,
|
|
"entropy": 0.10723814368247986,
|
|
"epoch": 0.13618157543391188,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0011673730772554574,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0008,
|
|
"num_tokens": 499874096.0,
|
|
"reward": 0.8518272638320923,
|
|
"reward_std": 0.2577032446861267,
|
|
"rewards/TRLRewardAdapter/mean": 0.8518272638320923,
|
|
"rewards/TRLRewardAdapter/std": 0.2577032446861267,
|
|
"sampling/importance_sampling_ratio/max": 2.5152435302734375,
|
|
"sampling/importance_sampling_ratio/mean": 0.20846128463745117,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.219564437866211,
|
|
"sampling/sampling_logp_difference/mean": 0.015014168806374073,
|
|
"step": 204,
|
|
"step_time": 174.30321881000418
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9421.0,
|
|
"completions/mean_length": 1422.839599609375,
|
|
"completions/mean_terminated_length": 1413.895751953125,
|
|
"completions/min_length": 84.0,
|
|
"completions/min_terminated_length": 84.0,
|
|
"entropy": 0.13823332140843073,
|
|
"epoch": 0.13684913217623498,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.000109584544074251,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 501661878.0,
|
|
"reward": 0.8277803659439087,
|
|
"reward_std": 0.2692677676677704,
|
|
"rewards/TRLRewardAdapter/mean": 0.8277803659439087,
|
|
"rewards/TRLRewardAdapter/std": 0.2692677676677704,
|
|
"sampling/importance_sampling_ratio/max": 1.7348121404647827,
|
|
"sampling/importance_sampling_ratio/mean": 0.15951445698738098,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01881805807352066,
|
|
"step": 205,
|
|
"step_time": 213.26632172090467
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9659.0,
|
|
"completions/mean_length": 1569.74072265625,
|
|
"completions/mean_terminated_length": 1463.0284423828125,
|
|
"completions/min_length": 76.0,
|
|
"completions/min_terminated_length": 76.0,
|
|
"entropy": 0.12567211935917535,
|
|
"epoch": 0.1375166889185581,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00017101412852386328,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 503587261.0,
|
|
"reward": 0.7256647348403931,
|
|
"reward_std": 0.38579457998275757,
|
|
"rewards/TRLRewardAdapter/mean": 0.7256647348403931,
|
|
"rewards/TRLRewardAdapter/std": 0.38579457998275757,
|
|
"sampling/importance_sampling_ratio/max": 2.679903268814087,
|
|
"sampling/importance_sampling_ratio/mean": 0.2032599151134491,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.875,
|
|
"sampling/sampling_logp_difference/mean": 0.017993198707699776,
|
|
"step": 206,
|
|
"step_time": 236.95892046194058
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03437500074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9915.0,
|
|
"completions/mean_length": 2142.81689453125,
|
|
"completions/mean_terminated_length": 1863.111083984375,
|
|
"completions/min_length": 51.0,
|
|
"completions/min_terminated_length": 51.0,
|
|
"entropy": 0.14388840148846307,
|
|
"epoch": 0.13818424566088117,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00017909333028797616,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 506097101.0,
|
|
"reward": 0.6916309595108032,
|
|
"reward_std": 0.3819180727005005,
|
|
"rewards/TRLRewardAdapter/mean": 0.6916309595108032,
|
|
"rewards/TRLRewardAdapter/std": 0.3819180727005005,
|
|
"sampling/importance_sampling_ratio/max": 2.053178548812866,
|
|
"sampling/importance_sampling_ratio/mean": 0.10323525965213776,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 51.25,
|
|
"sampling/sampling_logp_difference/mean": 0.019294891506433487,
|
|
"step": 207,
|
|
"step_time": 365.5542562409537
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06041666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9988.0,
|
|
"completions/mean_length": 2458.652099609375,
|
|
"completions/mean_terminated_length": 1973.731689453125,
|
|
"completions/min_length": 69.0,
|
|
"completions/min_terminated_length": 69.0,
|
|
"entropy": 0.1404273957014084,
|
|
"epoch": 0.13885180240320427,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 9.162050467330734e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 508913919.0,
|
|
"reward": 0.7137560844421387,
|
|
"reward_std": 0.3842812478542328,
|
|
"rewards/TRLRewardAdapter/mean": 0.7137560248374939,
|
|
"rewards/TRLRewardAdapter/std": 0.3842812478542328,
|
|
"sampling/importance_sampling_ratio/max": 2.099184513092041,
|
|
"sampling/importance_sampling_ratio/mean": 0.15702301263809204,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 31.375,
|
|
"sampling/sampling_logp_difference/mean": 0.019000068306922913,
|
|
"step": 208,
|
|
"step_time": 392.167562186718
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.008333333767950535,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9829.0,
|
|
"completions/mean_length": 2127.079345703125,
|
|
"completions/mean_terminated_length": 2060.920166015625,
|
|
"completions/min_length": 110.0,
|
|
"completions/min_terminated_length": 110.0,
|
|
"entropy": 0.1404390757282575,
|
|
"epoch": 0.13951935914552738,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0003599178285833685,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0011,
|
|
"num_tokens": 511459403.0,
|
|
"reward": 0.7380829453468323,
|
|
"reward_std": 0.3072601854801178,
|
|
"rewards/TRLRewardAdapter/mean": 0.7380828857421875,
|
|
"rewards/TRLRewardAdapter/std": 0.3072601854801178,
|
|
"sampling/importance_sampling_ratio/max": 1.5503085851669312,
|
|
"sampling/importance_sampling_ratio/mean": 0.06734655797481537,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.634025573730469,
|
|
"sampling/sampling_logp_difference/mean": 0.018089916557073593,
|
|
"step": 209,
|
|
"step_time": 207.88306302891579
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9931.0,
|
|
"completions/mean_length": 2704.837646484375,
|
|
"completions/mean_terminated_length": 2420.6103515625,
|
|
"completions/min_length": 72.0,
|
|
"completions/min_terminated_length": 72.0,
|
|
"entropy": 0.1549710457523664,
|
|
"epoch": 0.14018691588785046,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 1.1667447114318316e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 514517647.0,
|
|
"reward": 0.5874022245407104,
|
|
"reward_std": 0.41766613721847534,
|
|
"rewards/TRLRewardAdapter/mean": 0.5874022245407104,
|
|
"rewards/TRLRewardAdapter/std": 0.41766610741615295,
|
|
"sampling/importance_sampling_ratio/max": 1.2606360912322998,
|
|
"sampling/importance_sampling_ratio/mean": 0.07208629697561264,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 34.101531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.019920676946640015,
|
|
"step": 210,
|
|
"step_time": 344.6699317059247
|
|
},
|
|
{
|
|
"epoch": 0.14018691588785046,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.0313043472883494,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9674.608695652174,
|
|
"eval_completions/mean_length": 2305.2312754755435,
|
|
"eval_completions/mean_terminated_length": 2056.4312691066575,
|
|
"eval_completions/min_length": 57.26086956521739,
|
|
"eval_completions/min_terminated_length": 57.26086956521739,
|
|
"eval_entropy": 0.16556609583937604,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 514517647.0,
|
|
"eval_reward": 0.6859321879303973,
|
|
"eval_reward_std": 0.3783438905425694,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6859322086624478,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3783438944298288,
|
|
"eval_runtime": 1470.1988,
|
|
"eval_samples_per_second": 3.106,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.3815378157988838,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.1519586097287095,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 11.141765967659328,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.02098420788736447,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 210
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01458333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9941.0,
|
|
"completions/mean_length": 1236.9896240234375,
|
|
"completions/mean_terminated_length": 1107.304443359375,
|
|
"completions/min_length": 54.0,
|
|
"completions/min_terminated_length": 54.0,
|
|
"entropy": 0.11145749563972156,
|
|
"epoch": 0.14085447263017356,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00017138792672578,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 516147237.0,
|
|
"reward": 0.8120801448822021,
|
|
"reward_std": 0.33006012439727783,
|
|
"rewards/TRLRewardAdapter/mean": 0.8120801448822021,
|
|
"rewards/TRLRewardAdapter/std": 0.33006012439727783,
|
|
"sampling/importance_sampling_ratio/max": 1.7302113771438599,
|
|
"sampling/importance_sampling_ratio/mean": 0.2704245150089264,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.106597900390625,
|
|
"sampling/sampling_logp_difference/mean": 0.015840983018279076,
|
|
"step": 211,
|
|
"step_time": 239.57413419196382
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.004166666883975267,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9620.0,
|
|
"completions/mean_length": 1490.685546875,
|
|
"completions/mean_terminated_length": 1455.08154296875,
|
|
"completions/min_length": 78.0,
|
|
"completions/min_terminated_length": 78.0,
|
|
"entropy": 0.11269605904817581,
|
|
"epoch": 0.14152202937249667,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0003777020931240578,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 517964599.0,
|
|
"reward": 0.812628448009491,
|
|
"reward_std": 0.2905798554420471,
|
|
"rewards/TRLRewardAdapter/mean": 0.812628448009491,
|
|
"rewards/TRLRewardAdapter/std": 0.2905798852443695,
|
|
"sampling/importance_sampling_ratio/max": 2.491873264312744,
|
|
"sampling/importance_sampling_ratio/mean": 0.2042619287967682,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 19.5,
|
|
"sampling/sampling_logp_difference/mean": 0.015593433752655983,
|
|
"step": 212,
|
|
"step_time": 208.86285544093698
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9989.0,
|
|
"completions/mean_length": 2852.81982421875,
|
|
"completions/mean_terminated_length": 2517.673828125,
|
|
"completions/min_length": 52.0,
|
|
"completions/min_terminated_length": 52.0,
|
|
"entropy": 0.15347749988238016,
|
|
"epoch": 0.14218958611481977,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00039648621656565434,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 521099914.0,
|
|
"reward": 0.6200533509254456,
|
|
"reward_std": 0.403478741645813,
|
|
"rewards/TRLRewardAdapter/mean": 0.6200532913208008,
|
|
"rewards/TRLRewardAdapter/std": 0.403478741645813,
|
|
"sampling/importance_sampling_ratio/max": 2.078186511993408,
|
|
"sampling/importance_sampling_ratio/mean": 0.14535066485404968,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 26.25,
|
|
"sampling/sampling_logp_difference/mean": 0.02034621313214302,
|
|
"step": 213,
|
|
"step_time": 361.1829838817939
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03541667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 10000.0,
|
|
"completions/mean_length": 2685.767822265625,
|
|
"completions/mean_terminated_length": 2417.21044921875,
|
|
"completions/min_length": 71.0,
|
|
"completions/min_terminated_length": 71.0,
|
|
"entropy": 0.16920050730307898,
|
|
"epoch": 0.14285714285714285,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00013026176542958376,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 524144491.0,
|
|
"reward": 0.6139687895774841,
|
|
"reward_std": 0.39491480588912964,
|
|
"rewards/TRLRewardAdapter/mean": 0.6139687895774841,
|
|
"rewards/TRLRewardAdapter/std": 0.39491480588912964,
|
|
"sampling/importance_sampling_ratio/max": 1.8128118515014648,
|
|
"sampling/importance_sampling_ratio/mean": 0.06771945208311081,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 51.5,
|
|
"sampling/sampling_logp_difference/mean": 0.021351447328925133,
|
|
"step": 214,
|
|
"step_time": 356.83772364701144
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9721.0,
|
|
"completions/mean_length": 1862.4677734375,
|
|
"completions/mean_terminated_length": 1759.4609375,
|
|
"completions/min_length": 55.0,
|
|
"completions/min_terminated_length": 55.0,
|
|
"entropy": 0.15587185323238373,
|
|
"epoch": 0.14352469959946595,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00023993378246663273,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 526386444.0,
|
|
"reward": 0.694473385810852,
|
|
"reward_std": 0.38540592789649963,
|
|
"rewards/TRLRewardAdapter/mean": 0.6944733262062073,
|
|
"rewards/TRLRewardAdapter/std": 0.38540589809417725,
|
|
"sampling/importance_sampling_ratio/max": 2.008355140686035,
|
|
"sampling/importance_sampling_ratio/mean": 0.13144156336784363,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 16.29045295715332,
|
|
"sampling/sampling_logp_difference/mean": 0.02014809660613537,
|
|
"step": 215,
|
|
"step_time": 317.4295933190733
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04583333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9994.0,
|
|
"completions/mean_length": 2588.86376953125,
|
|
"completions/mean_terminated_length": 2232.8701171875,
|
|
"completions/min_length": 108.0,
|
|
"completions/min_terminated_length": 108.0,
|
|
"entropy": 0.15831729024648666,
|
|
"epoch": 0.14419225634178906,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 4.787982746632917e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 529348137.0,
|
|
"reward": 0.6610273718833923,
|
|
"reward_std": 0.3981195092201233,
|
|
"rewards/TRLRewardAdapter/mean": 0.6610273122787476,
|
|
"rewards/TRLRewardAdapter/std": 0.3981195390224457,
|
|
"sampling/importance_sampling_ratio/max": 1.1917563676834106,
|
|
"sampling/importance_sampling_ratio/mean": 0.12787184119224548,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.219564437866211,
|
|
"sampling/sampling_logp_difference/mean": 0.020938202738761902,
|
|
"step": 216,
|
|
"step_time": 358.89320123184007
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07395833730697632,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9908.0,
|
|
"completions/mean_length": 3257.210693359375,
|
|
"completions/mean_terminated_length": 2718.697509765625,
|
|
"completions/min_length": 115.0,
|
|
"completions/min_terminated_length": 115.0,
|
|
"entropy": 0.16043553998072943,
|
|
"epoch": 0.14485981308411214,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 4.949407925365091e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 532945843.0,
|
|
"reward": 0.6300030946731567,
|
|
"reward_std": 0.3992212116718292,
|
|
"rewards/TRLRewardAdapter/mean": 0.630003035068512,
|
|
"rewards/TRLRewardAdapter/std": 0.39922118186950684,
|
|
"sampling/importance_sampling_ratio/max": 1.7398160696029663,
|
|
"sampling/importance_sampling_ratio/mean": 0.044545553624629974,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 38.5,
|
|
"sampling/sampling_logp_difference/mean": 0.02058839611709118,
|
|
"step": 217,
|
|
"step_time": 380.7431150650373
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9886.0,
|
|
"completions/mean_length": 2809.3408203125,
|
|
"completions/mean_terminated_length": 2601.250732421875,
|
|
"completions/min_length": 133.0,
|
|
"completions/min_terminated_length": 133.0,
|
|
"entropy": 0.1504109725356102,
|
|
"epoch": 0.14552736982643524,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 9.446984331106686e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 536107162.0,
|
|
"reward": 0.6429275274276733,
|
|
"reward_std": 0.39721569418907166,
|
|
"rewards/TRLRewardAdapter/mean": 0.6429274678230286,
|
|
"rewards/TRLRewardAdapter/std": 0.39721569418907166,
|
|
"sampling/importance_sampling_ratio/max": 2.413382053375244,
|
|
"sampling/importance_sampling_ratio/mean": 0.12508940696716309,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 31.75,
|
|
"sampling/sampling_logp_difference/mean": 0.019077060744166374,
|
|
"step": 218,
|
|
"step_time": 318.6709590309765
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0052083334885537624,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9773.0,
|
|
"completions/mean_length": 1562.424072265625,
|
|
"completions/mean_terminated_length": 1518.2481689453125,
|
|
"completions/min_length": 105.0,
|
|
"completions/min_terminated_length": 105.0,
|
|
"entropy": 0.13090457022190094,
|
|
"epoch": 0.14619492656875835,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.598160527475557e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 537993265.0,
|
|
"reward": 0.7685914635658264,
|
|
"reward_std": 0.31511324644088745,
|
|
"rewards/TRLRewardAdapter/mean": 0.7685914635658264,
|
|
"rewards/TRLRewardAdapter/std": 0.31511327624320984,
|
|
"sampling/importance_sampling_ratio/max": 1.8701825141906738,
|
|
"sampling/importance_sampling_ratio/mean": 0.1529538929462433,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.5,
|
|
"sampling/sampling_logp_difference/mean": 0.017173076048493385,
|
|
"step": 219,
|
|
"step_time": 181.09795229195151
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.11041667312383652,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9951.0,
|
|
"completions/mean_length": 3062.345947265625,
|
|
"completions/mean_terminated_length": 2201.231689453125,
|
|
"completions/min_length": 99.0,
|
|
"completions/min_terminated_length": 99.0,
|
|
"entropy": 0.13970363388458887,
|
|
"epoch": 0.14686248331108145,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 7.883906459596697e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 541383549.0,
|
|
"reward": 0.6262157559394836,
|
|
"reward_std": 0.4038894474506378,
|
|
"rewards/TRLRewardAdapter/mean": 0.6262157559394836,
|
|
"rewards/TRLRewardAdapter/std": 0.40388938784599304,
|
|
"sampling/importance_sampling_ratio/max": 1.8397835493087769,
|
|
"sampling/importance_sampling_ratio/mean": 0.1236046552658081,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 43.0,
|
|
"sampling/sampling_logp_difference/mean": 0.0183850284665823,
|
|
"step": 220,
|
|
"step_time": 397.2088272710098
|
|
},
|
|
{
|
|
"epoch": 0.14686248331108145,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.02956521668997796,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9706.521739130434,
|
|
"eval_completions/mean_length": 2450.5897269870925,
|
|
"eval_completions/mean_terminated_length": 2220.236768639606,
|
|
"eval_completions/min_length": 58.43478260869565,
|
|
"eval_completions/min_terminated_length": 58.43478260869565,
|
|
"eval_entropy": 0.17167627098767654,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 541383549.0,
|
|
"eval_reward": 0.6837772571522257,
|
|
"eval_reward_std": 0.3676858868287957,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6837772623352383,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.367685889420302,
|
|
"eval_runtime": 1475.0602,
|
|
"eval_samples_per_second": 3.095,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.3729540524275408,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.12779174000024796,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 11.398404173229052,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.02148029183887917,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 220
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05625000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9897.0,
|
|
"completions/mean_length": 2282.711669921875,
|
|
"completions/mean_terminated_length": 1822.7406005859375,
|
|
"completions/min_length": 60.0,
|
|
"completions/min_terminated_length": 60.0,
|
|
"entropy": 0.1478897506992022,
|
|
"epoch": 0.14753004005340453,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.6405749474563824e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 544002792.0,
|
|
"reward": 0.6809467077255249,
|
|
"reward_std": 0.39029183983802795,
|
|
"rewards/TRLRewardAdapter/mean": 0.6809466481208801,
|
|
"rewards/TRLRewardAdapter/std": 0.39029181003570557,
|
|
"sampling/importance_sampling_ratio/max": 2.382572650909424,
|
|
"sampling/importance_sampling_ratio/mean": 0.13199195265769958,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 45.70234680175781,
|
|
"sampling/sampling_logp_difference/mean": 0.019250014796853065,
|
|
"step": 221,
|
|
"step_time": 380.9774377680151
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0260416679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9796.0,
|
|
"completions/mean_length": 1986.029296875,
|
|
"completions/mean_terminated_length": 1771.751953125,
|
|
"completions/min_length": 61.0,
|
|
"completions/min_terminated_length": 61.0,
|
|
"entropy": 0.1404216637214025,
|
|
"epoch": 0.14819759679572764,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 5.6339682407078155e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 546320164.0,
|
|
"reward": 0.7136998772621155,
|
|
"reward_std": 0.3755733072757721,
|
|
"rewards/TRLRewardAdapter/mean": 0.7136998772621155,
|
|
"rewards/TRLRewardAdapter/std": 0.3755733370780945,
|
|
"sampling/importance_sampling_ratio/max": 2.0837202072143555,
|
|
"sampling/importance_sampling_ratio/mean": 0.17248161137104034,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.25,
|
|
"sampling/sampling_logp_difference/mean": 0.018414271995425224,
|
|
"step": 222,
|
|
"step_time": 247.69018374406733
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9998.0,
|
|
"completions/mean_length": 2786.033447265625,
|
|
"completions/mean_terminated_length": 2447.755615234375,
|
|
"completions/min_length": 63.0,
|
|
"completions/min_terminated_length": 63.0,
|
|
"entropy": 0.15148198356231055,
|
|
"epoch": 0.14886515353805074,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 1.8986044422027174e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 549451204.0,
|
|
"reward": 0.5941374897956848,
|
|
"reward_std": 0.41329607367515564,
|
|
"rewards/TRLRewardAdapter/mean": 0.59413743019104,
|
|
"rewards/TRLRewardAdapter/std": 0.41329607367515564,
|
|
"sampling/importance_sampling_ratio/max": 2.7284903526306152,
|
|
"sampling/importance_sampling_ratio/mean": 0.09612078219652176,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.0,
|
|
"sampling/sampling_logp_difference/mean": 0.019390394911170006,
|
|
"step": 223,
|
|
"step_time": 302.19259297591634
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0052083334885537624,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9953.0,
|
|
"completions/mean_length": 1839.776123046875,
|
|
"completions/mean_terminated_length": 1797.0523681640625,
|
|
"completions/min_length": 76.0,
|
|
"completions/min_terminated_length": 76.0,
|
|
"entropy": 0.1440351977944374,
|
|
"epoch": 0.14953271028037382,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.4171813349104643e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 551640813.0,
|
|
"reward": 0.7723255157470703,
|
|
"reward_std": 0.31194525957107544,
|
|
"rewards/TRLRewardAdapter/mean": 0.7723254561424255,
|
|
"rewards/TRLRewardAdapter/std": 0.31194525957107544,
|
|
"sampling/importance_sampling_ratio/max": 2.0320050716400146,
|
|
"sampling/importance_sampling_ratio/mean": 0.13455773890018463,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.387245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.018581373617053032,
|
|
"step": 224,
|
|
"step_time": 165.72538273700047
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06562500447034836,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9993.0,
|
|
"completions/mean_length": 2452.367919921875,
|
|
"completions/mean_terminated_length": 1922.2664794921875,
|
|
"completions/min_length": 56.0,
|
|
"completions/min_terminated_length": 56.0,
|
|
"entropy": 0.13798446456591287,
|
|
"epoch": 0.15020026702269693,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 7.391011312375886e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 554451758.0,
|
|
"reward": 0.7119971513748169,
|
|
"reward_std": 0.3786100745201111,
|
|
"rewards/TRLRewardAdapter/mean": 0.7119970917701721,
|
|
"rewards/TRLRewardAdapter/std": 0.37861010432243347,
|
|
"sampling/importance_sampling_ratio/max": 2.00235652923584,
|
|
"sampling/importance_sampling_ratio/mean": 0.1614367812871933,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 57.0,
|
|
"sampling/sampling_logp_difference/mean": 0.018367722630500793,
|
|
"step": 225,
|
|
"step_time": 348.2170521640219
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03229166939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9958.0,
|
|
"completions/mean_length": 2459.044921875,
|
|
"completions/mean_terminated_length": 2207.408935546875,
|
|
"completions/min_length": 67.0,
|
|
"completions/min_terminated_length": 67.0,
|
|
"entropy": 0.13121585299571356,
|
|
"epoch": 0.15086782376502003,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.0001058439159593459,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 557287481.0,
|
|
"reward": 0.6702618598937988,
|
|
"reward_std": 0.3979147672653198,
|
|
"rewards/TRLRewardAdapter/mean": 0.670261800289154,
|
|
"rewards/TRLRewardAdapter/std": 0.39791473746299744,
|
|
"sampling/importance_sampling_ratio/max": 2.0339035987854004,
|
|
"sampling/importance_sampling_ratio/mean": 0.12945644557476044,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 22.0,
|
|
"sampling/sampling_logp_difference/mean": 0.017412742599844933,
|
|
"step": 226,
|
|
"step_time": 356.6741873790743
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01770833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9860.0,
|
|
"completions/mean_length": 2692.99609375,
|
|
"completions/mean_terminated_length": 2561.268310546875,
|
|
"completions/min_length": 97.0,
|
|
"completions/min_terminated_length": 97.0,
|
|
"entropy": 0.157304048538208,
|
|
"epoch": 0.15153538050734314,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.879763477899067e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 560370901.0,
|
|
"reward": 0.6609500646591187,
|
|
"reward_std": 0.39863574504852295,
|
|
"rewards/TRLRewardAdapter/mean": 0.6609500050544739,
|
|
"rewards/TRLRewardAdapter/std": 0.39863574504852295,
|
|
"sampling/importance_sampling_ratio/max": 1.6416095495224,
|
|
"sampling/importance_sampling_ratio/mean": 0.0984826534986496,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 31.5,
|
|
"sampling/sampling_logp_difference/mean": 0.020811710506677628,
|
|
"step": 227,
|
|
"step_time": 302.9800662531052
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03229166939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9303.0,
|
|
"completions/mean_length": 1634.42822265625,
|
|
"completions/mean_terminated_length": 1355.2755126953125,
|
|
"completions/min_length": 83.0,
|
|
"completions/min_terminated_length": 83.0,
|
|
"entropy": 0.13333143790562949,
|
|
"epoch": 0.15220293724966621,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 7.628030524798522e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 562394352.0,
|
|
"reward": 0.7843987941741943,
|
|
"reward_std": 0.33384159207344055,
|
|
"rewards/TRLRewardAdapter/mean": 0.7843987941741943,
|
|
"rewards/TRLRewardAdapter/std": 0.33384156227111816,
|
|
"sampling/importance_sampling_ratio/max": 1.9783769845962524,
|
|
"sampling/importance_sampling_ratio/mean": 0.18755541741847992,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 20.940258026123047,
|
|
"sampling/sampling_logp_difference/mean": 0.01808823272585869,
|
|
"step": 228,
|
|
"step_time": 323.4756710929796
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02083333395421505,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9920.0,
|
|
"completions/mean_length": 2471.049072265625,
|
|
"completions/mean_terminated_length": 2310.8583984375,
|
|
"completions/min_length": 55.0,
|
|
"completions/min_terminated_length": 55.0,
|
|
"entropy": 0.12866351505120596,
|
|
"epoch": 0.15287049399198932,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 0.00015435420784045808,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 565198495.0,
|
|
"reward": 0.6045307517051697,
|
|
"reward_std": 0.4285826086997986,
|
|
"rewards/TRLRewardAdapter/mean": 0.6045306921005249,
|
|
"rewards/TRLRewardAdapter/std": 0.42858263850212097,
|
|
"sampling/importance_sampling_ratio/max": 2.184624671936035,
|
|
"sampling/importance_sampling_ratio/mean": 0.19405272603034973,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 33.351531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.017281679436564445,
|
|
"step": 229,
|
|
"step_time": 307.74209555401467
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0677083358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9959.0,
|
|
"completions/mean_length": 2269.308349609375,
|
|
"completions/mean_terminated_length": 1707.8614501953125,
|
|
"completions/min_length": 52.0,
|
|
"completions/min_terminated_length": 52.0,
|
|
"entropy": 0.14046658078829447,
|
|
"epoch": 0.15353805073431243,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.6894700423942795e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 567859943.0,
|
|
"reward": 0.6770106554031372,
|
|
"reward_std": 0.3992496430873871,
|
|
"rewards/TRLRewardAdapter/mean": 0.6770105957984924,
|
|
"rewards/TRLRewardAdapter/std": 0.3992496430873871,
|
|
"sampling/importance_sampling_ratio/max": 2.5847110748291016,
|
|
"sampling/importance_sampling_ratio/mean": 0.14862877130508423,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 57.71358871459961,
|
|
"sampling/sampling_logp_difference/mean": 0.018156714737415314,
|
|
"step": 230,
|
|
"step_time": 378.5915809079306
|
|
},
|
|
{
|
|
"epoch": 0.15353805073431243,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.027826086172591084,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9555.130434782608,
|
|
"eval_completions/mean_length": 2332.269297724185,
|
|
"eval_completions/mean_terminated_length": 2112.9179846722145,
|
|
"eval_completions/min_length": 59.56521739130435,
|
|
"eval_completions/min_terminated_length": 59.56521739130435,
|
|
"eval_entropy": 0.17030050508354022,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 567859943.0,
|
|
"eval_reward": 0.6823973215144613,
|
|
"eval_reward_std": 0.37490142039630725,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6823973292889802,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3749014242835667,
|
|
"eval_runtime": 1457.4005,
|
|
"eval_samples_per_second": 3.133,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.5276398010875867,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.12767064538986786,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 15.646784160448158,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.021372626819040463,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 230
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04375000298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9938.0,
|
|
"completions/mean_length": 1918.2303466796875,
|
|
"completions/mean_terminated_length": 1548.4759521484375,
|
|
"completions/min_length": 63.0,
|
|
"completions/min_terminated_length": 63.0,
|
|
"entropy": 0.1294457664092382,
|
|
"epoch": 0.1542056074766355,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 5.090541907899166e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0007,
|
|
"num_tokens": 570144324.0,
|
|
"reward": 0.7421225905418396,
|
|
"reward_std": 0.35673385858535767,
|
|
"rewards/TRLRewardAdapter/mean": 0.7421225309371948,
|
|
"rewards/TRLRewardAdapter/std": 0.35673385858535767,
|
|
"sampling/importance_sampling_ratio/max": 1.707370400428772,
|
|
"sampling/importance_sampling_ratio/mean": 0.18030741810798645,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.763919353485107,
|
|
"sampling/sampling_logp_difference/mean": 0.017356663942337036,
|
|
"step": 231,
|
|
"step_time": 394.17981490294915
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.006250000558793545,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9879.0,
|
|
"completions/mean_length": 1493.0875244140625,
|
|
"completions/mean_terminated_length": 1439.5848388671875,
|
|
"completions/min_length": 70.0,
|
|
"completions/min_terminated_length": 70.0,
|
|
"entropy": 0.13661173234383264,
|
|
"epoch": 0.1548731642189586,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00010316670183645597,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 572001112.0,
|
|
"reward": 0.7584226727485657,
|
|
"reward_std": 0.3476516604423523,
|
|
"rewards/TRLRewardAdapter/mean": 0.7584226727485657,
|
|
"rewards/TRLRewardAdapter/std": 0.3476516306400299,
|
|
"sampling/importance_sampling_ratio/max": 1.962481141090393,
|
|
"sampling/importance_sampling_ratio/mean": 0.14177675545215607,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 38.719566345214844,
|
|
"sampling/sampling_logp_difference/mean": 0.0183275043964386,
|
|
"step": 232,
|
|
"step_time": 261.716058775899
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02083333395421505,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9917.0,
|
|
"completions/mean_length": 1881.7615966796875,
|
|
"completions/mean_terminated_length": 1709.032958984375,
|
|
"completions/min_length": 82.0,
|
|
"completions/min_terminated_length": 82.0,
|
|
"entropy": 0.1358405128121376,
|
|
"epoch": 0.15554072096128171,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 6.997302092853137e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 574206003.0,
|
|
"reward": 0.701707124710083,
|
|
"reward_std": 0.3867097795009613,
|
|
"rewards/TRLRewardAdapter/mean": 0.7017070651054382,
|
|
"rewards/TRLRewardAdapter/std": 0.3867098093032837,
|
|
"sampling/importance_sampling_ratio/max": 2.26735520362854,
|
|
"sampling/importance_sampling_ratio/mean": 0.12147235870361328,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 20.539257049560547,
|
|
"sampling/sampling_logp_difference/mean": 0.017925335094332695,
|
|
"step": 233,
|
|
"step_time": 308.04308908921666
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0468750037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9956.0,
|
|
"completions/mean_length": 2317.1396484375,
|
|
"completions/mean_terminated_length": 1939.2940673828125,
|
|
"completions/min_length": 68.0,
|
|
"completions/min_terminated_length": 68.0,
|
|
"entropy": 0.1410179833571116,
|
|
"epoch": 0.15620827770360482,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 5.906430876579312e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 576873817.0,
|
|
"reward": 0.7171027064323425,
|
|
"reward_std": 0.3845464587211609,
|
|
"rewards/TRLRewardAdapter/mean": 0.7171027064323425,
|
|
"rewards/TRLRewardAdapter/std": 0.3845464289188385,
|
|
"sampling/importance_sampling_ratio/max": 1.7244752645492554,
|
|
"sampling/importance_sampling_ratio/mean": 0.18729670345783234,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.889067649841309,
|
|
"sampling/sampling_logp_difference/mean": 0.018392423167824745,
|
|
"step": 234,
|
|
"step_time": 326.17607745493297
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02291666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9951.0,
|
|
"completions/mean_length": 1466.3209228515625,
|
|
"completions/mean_terminated_length": 1266.170654296875,
|
|
"completions/min_length": 60.0,
|
|
"completions/min_terminated_length": 60.0,
|
|
"entropy": 0.1038264421125253,
|
|
"epoch": 0.1568758344459279,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.000491750307477849,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 578760493.0,
|
|
"reward": 0.7268691062927246,
|
|
"reward_std": 0.4014666676521301,
|
|
"rewards/TRLRewardAdapter/mean": 0.7268690466880798,
|
|
"rewards/TRLRewardAdapter/std": 0.4014666676521301,
|
|
"sampling/importance_sampling_ratio/max": 1.4628689289093018,
|
|
"sampling/importance_sampling_ratio/mean": 0.20350125432014465,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 55.939327239990234,
|
|
"sampling/sampling_logp_difference/mean": 0.014266200363636017,
|
|
"step": 235,
|
|
"step_time": 360.1372175948927
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9952.0,
|
|
"completions/mean_length": 1506.6678466796875,
|
|
"completions/mean_terminated_length": 1316.720947265625,
|
|
"completions/min_length": 78.0,
|
|
"completions/min_terminated_length": 78.0,
|
|
"entropy": 0.12165612230698268,
|
|
"epoch": 0.157543391188251,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0002462880406562505,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 580610702.0,
|
|
"reward": 0.7220149040222168,
|
|
"reward_std": 0.3866575360298157,
|
|
"rewards/TRLRewardAdapter/mean": 0.722014844417572,
|
|
"rewards/TRLRewardAdapter/std": 0.3866575360298157,
|
|
"sampling/importance_sampling_ratio/max": 1.9090312719345093,
|
|
"sampling/importance_sampling_ratio/mean": 0.17853078246116638,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.205451965332031,
|
|
"sampling/sampling_logp_difference/mean": 0.01616903580725193,
|
|
"step": 236,
|
|
"step_time": 326.8476574450033
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.010416666977107525,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9848.0,
|
|
"completions/mean_length": 2172.20947265625,
|
|
"completions/mean_terminated_length": 2089.8115234375,
|
|
"completions/min_length": 179.0,
|
|
"completions/min_terminated_length": 179.0,
|
|
"entropy": 0.13894809037446976,
|
|
"epoch": 0.1582109479305741,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 8.32602629927669e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 583133239.0,
|
|
"reward": 0.7388115525245667,
|
|
"reward_std": 0.34556108713150024,
|
|
"rewards/TRLRewardAdapter/mean": 0.7388114929199219,
|
|
"rewards/TRLRewardAdapter/std": 0.34556105732917786,
|
|
"sampling/importance_sampling_ratio/max": 2.5705149173736572,
|
|
"sampling/importance_sampling_ratio/mean": 0.09861212968826294,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.5,
|
|
"sampling/sampling_logp_difference/mean": 0.017519807443022728,
|
|
"step": 237,
|
|
"step_time": 292.71636863588355
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01770833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8243.0,
|
|
"completions/mean_length": 1946.3167724609375,
|
|
"completions/mean_terminated_length": 1801.12841796875,
|
|
"completions/min_length": 57.0,
|
|
"completions/min_terminated_length": 57.0,
|
|
"entropy": 0.16308429092168808,
|
|
"epoch": 0.1588785046728972,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0004615762890250965,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 585412487.0,
|
|
"reward": 0.6944828629493713,
|
|
"reward_std": 0.378595769405365,
|
|
"rewards/TRLRewardAdapter/mean": 0.6944828033447266,
|
|
"rewards/TRLRewardAdapter/std": 0.378595769405365,
|
|
"sampling/importance_sampling_ratio/max": 2.243154525756836,
|
|
"sampling/importance_sampling_ratio/mean": 0.1913086473941803,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 40.763919830322266,
|
|
"sampling/sampling_logp_difference/mean": 0.020851675420999527,
|
|
"step": 238,
|
|
"step_time": 285.48189668089617
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0031250002793967724,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9686.0,
|
|
"completions/mean_length": 2441.6376953125,
|
|
"completions/mean_terminated_length": 2417.943603515625,
|
|
"completions/min_length": 100.0,
|
|
"completions/min_terminated_length": 100.0,
|
|
"entropy": 0.1483694687485695,
|
|
"epoch": 0.1595460614152203,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.7822864213889852e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 588192427.0,
|
|
"reward": 0.6832602620124817,
|
|
"reward_std": 0.3617902994155884,
|
|
"rewards/TRLRewardAdapter/mean": 0.6832602024078369,
|
|
"rewards/TRLRewardAdapter/std": 0.361790269613266,
|
|
"sampling/importance_sampling_ratio/max": 1.610601544380188,
|
|
"sampling/importance_sampling_ratio/mean": 0.08532974123954773,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.705451965332031,
|
|
"sampling/sampling_logp_difference/mean": 0.019107386469841003,
|
|
"step": 239,
|
|
"step_time": 242.03955541201867
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9845.0,
|
|
"completions/mean_length": 1740.38232421875,
|
|
"completions/mean_terminated_length": 1609.2772216796875,
|
|
"completions/min_length": 121.0,
|
|
"completions/min_terminated_length": 121.0,
|
|
"entropy": 0.1324122796456019,
|
|
"epoch": 0.1602136181575434,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.3345297377749545e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 590316730.0,
|
|
"reward": 0.7608112096786499,
|
|
"reward_std": 0.328910231590271,
|
|
"rewards/TRLRewardAdapter/mean": 0.7608111500740051,
|
|
"rewards/TRLRewardAdapter/std": 0.3289102613925934,
|
|
"sampling/importance_sampling_ratio/max": 2.1496741771698,
|
|
"sampling/importance_sampling_ratio/mean": 0.11628293991088867,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 30.5,
|
|
"sampling/sampling_logp_difference/mean": 0.017289597541093826,
|
|
"step": 240,
|
|
"step_time": 304.29483910510316
|
|
},
|
|
{
|
|
"epoch": 0.1602136181575434,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.0254347819187071,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9647.91304347826,
|
|
"eval_completions/mean_length": 2316.6708241338315,
|
|
"eval_completions/mean_terminated_length": 2116.603711998981,
|
|
"eval_completions/min_length": 59.78260869565217,
|
|
"eval_completions/min_terminated_length": 59.78260869565217,
|
|
"eval_entropy": 0.1675577215526415,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 590316730.0,
|
|
"eval_reward": 0.6879674170328223,
|
|
"eval_reward_std": 0.37240002336709394,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.687967422215835,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3724000259586003,
|
|
"eval_runtime": 1447.9828,
|
|
"eval_samples_per_second": 3.153,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.494857316431792,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.13234469683273978,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 8.095063883325327,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.021020554330037987,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 240
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9555.0,
|
|
"completions/mean_length": 1478.8021240234375,
|
|
"completions/mean_terminated_length": 1370.938720703125,
|
|
"completions/min_length": 111.0,
|
|
"completions/min_terminated_length": 111.0,
|
|
"entropy": 0.15163111438353857,
|
|
"epoch": 0.16088117489986647,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 7.402080916284027e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 592130460.0,
|
|
"reward": 0.8188214302062988,
|
|
"reward_std": 0.2705446779727936,
|
|
"rewards/TRLRewardAdapter/mean": 0.818821370601654,
|
|
"rewards/TRLRewardAdapter/std": 0.2705446779727936,
|
|
"sampling/importance_sampling_ratio/max": 2.1010048389434814,
|
|
"sampling/importance_sampling_ratio/mean": 0.13743464648723602,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.0,
|
|
"sampling/sampling_logp_difference/mean": 0.019511863589286804,
|
|
"step": 241,
|
|
"step_time": 288.7785897270078
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02083333395421505,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9929.0,
|
|
"completions/mean_length": 1699.6917724609375,
|
|
"completions/mean_terminated_length": 1523.08935546875,
|
|
"completions/min_length": 86.0,
|
|
"completions/min_terminated_length": 86.0,
|
|
"entropy": 0.11945017303029697,
|
|
"epoch": 0.16154873164218958,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0006271125485570422,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 594181972.0,
|
|
"reward": 0.7553777098655701,
|
|
"reward_std": 0.3601926863193512,
|
|
"rewards/TRLRewardAdapter/mean": 0.7553776502609253,
|
|
"rewards/TRLRewardAdapter/std": 0.3601926863193512,
|
|
"sampling/importance_sampling_ratio/max": 1.9153199195861816,
|
|
"sampling/importance_sampling_ratio/mean": 0.12550663948059082,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 48.75,
|
|
"sampling/sampling_logp_difference/mean": 0.01612902246415615,
|
|
"step": 242,
|
|
"step_time": 374.855492920964
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03020833432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9390.0,
|
|
"completions/mean_length": 1418.5084228515625,
|
|
"completions/mean_terminated_length": 1151.200927734375,
|
|
"completions/min_length": 131.0,
|
|
"completions/min_terminated_length": 131.0,
|
|
"entropy": 0.133168692390124,
|
|
"epoch": 0.16221628838451269,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 5.102780074863889e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 595985148.0,
|
|
"reward": 0.8154519200325012,
|
|
"reward_std": 0.3032754063606262,
|
|
"rewards/TRLRewardAdapter/mean": 0.8154518604278564,
|
|
"rewards/TRLRewardAdapter/std": 0.3032754063606262,
|
|
"sampling/importance_sampling_ratio/max": 1.8609968423843384,
|
|
"sampling/importance_sampling_ratio/mean": 0.12431769073009491,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 52.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01771688461303711,
|
|
"step": 243,
|
|
"step_time": 383.1792370810872
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.004166666883975267,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9907.0,
|
|
"completions/mean_length": 1836.517822265625,
|
|
"completions/mean_terminated_length": 1802.36083984375,
|
|
"completions/min_length": 101.0,
|
|
"completions/min_terminated_length": 101.0,
|
|
"entropy": 0.15853641430536905,
|
|
"epoch": 0.1628838451268358,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.242002925683786e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 598268365.0,
|
|
"reward": 0.7584381699562073,
|
|
"reward_std": 0.33371487259864807,
|
|
"rewards/TRLRewardAdapter/mean": 0.7584381103515625,
|
|
"rewards/TRLRewardAdapter/std": 0.33371487259864807,
|
|
"sampling/importance_sampling_ratio/max": 1.20493483543396,
|
|
"sampling/importance_sampling_ratio/mean": 0.0573461651802063,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.88906717300415,
|
|
"sampling/sampling_logp_difference/mean": 0.02024095319211483,
|
|
"step": 244,
|
|
"step_time": 226.73080047091935
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01458333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9994.0,
|
|
"completions/mean_length": 1560.5980224609375,
|
|
"completions/mean_terminated_length": 1435.701904296875,
|
|
"completions/min_length": 59.0,
|
|
"completions/min_terminated_length": 59.0,
|
|
"entropy": 0.13162552813688913,
|
|
"epoch": 0.16355140186915887,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 1.3562784873169292e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 600243371.0,
|
|
"reward": 0.7058282494544983,
|
|
"reward_std": 0.39950576424598694,
|
|
"rewards/TRLRewardAdapter/mean": 0.7058282494544983,
|
|
"rewards/TRLRewardAdapter/std": 0.39950576424598694,
|
|
"sampling/importance_sampling_ratio/max": 2.2477633953094482,
|
|
"sampling/importance_sampling_ratio/mean": 0.14909403026103973,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 59.0,
|
|
"sampling/sampling_logp_difference/mean": 0.018379291519522667,
|
|
"step": 245,
|
|
"step_time": 341.50019613606855
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9863.0,
|
|
"completions/mean_length": 1924.0230712890625,
|
|
"completions/mean_terminated_length": 1743.4100341796875,
|
|
"completions/min_length": 96.0,
|
|
"completions/min_terminated_length": 96.0,
|
|
"entropy": 0.14533623307943344,
|
|
"epoch": 0.16421895861148197,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0004075338832277061,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 602522241.0,
|
|
"reward": 0.7207520604133606,
|
|
"reward_std": 0.37726902961730957,
|
|
"rewards/TRLRewardAdapter/mean": 0.7207520008087158,
|
|
"rewards/TRLRewardAdapter/std": 0.3772689998149872,
|
|
"sampling/importance_sampling_ratio/max": 2.7370214462280273,
|
|
"sampling/importance_sampling_ratio/mean": 0.1630059778690338,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.955453872680664,
|
|
"sampling/sampling_logp_difference/mean": 0.018873095512390137,
|
|
"step": 246,
|
|
"step_time": 291.6803758300375
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9961.0,
|
|
"completions/mean_length": 2592.31787109375,
|
|
"completions/mean_terminated_length": 2426.650634765625,
|
|
"completions/min_length": 72.0,
|
|
"completions/min_terminated_length": 72.0,
|
|
"entropy": 0.13370201488335928,
|
|
"epoch": 0.16488651535380508,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 6.977379037835883e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 605455826.0,
|
|
"reward": 0.7250389456748962,
|
|
"reward_std": 0.32589083909988403,
|
|
"rewards/TRLRewardAdapter/mean": 0.7250388860702515,
|
|
"rewards/TRLRewardAdapter/std": 0.32589083909988403,
|
|
"sampling/importance_sampling_ratio/max": 1.4049186706542969,
|
|
"sampling/importance_sampling_ratio/mean": 0.07641161233186722,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 46.5,
|
|
"sampling/sampling_logp_difference/mean": 0.017722513526678085,
|
|
"step": 247,
|
|
"step_time": 354.41592712001875
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05625000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9782.0,
|
|
"completions/mean_length": 2671.35546875,
|
|
"completions/mean_terminated_length": 2234.548583984375,
|
|
"completions/min_length": 76.0,
|
|
"completions/min_terminated_length": 76.0,
|
|
"entropy": 0.12907550980647406,
|
|
"epoch": 0.16555407209612816,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.2284772120772575e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0003,
|
|
"num_tokens": 608467047.0,
|
|
"reward": 0.662641167640686,
|
|
"reward_std": 0.3918914794921875,
|
|
"rewards/TRLRewardAdapter/mean": 0.662641167640686,
|
|
"rewards/TRLRewardAdapter/std": 0.3918914794921875,
|
|
"sampling/importance_sampling_ratio/max": 2.258040428161621,
|
|
"sampling/importance_sampling_ratio/mean": 0.1627049446105957,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 52.5,
|
|
"sampling/sampling_logp_difference/mean": 0.01702229119837284,
|
|
"step": 248,
|
|
"step_time": 394.91010094818193
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.09583333879709244,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9956.0,
|
|
"completions/mean_length": 3476.015869140625,
|
|
"completions/mean_terminated_length": 2784.533447265625,
|
|
"completions/min_length": 82.0,
|
|
"completions/min_terminated_length": 82.0,
|
|
"entropy": 0.1371245558063189,
|
|
"epoch": 0.16622162883845126,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 1.3407312309747806e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 612298006.0,
|
|
"reward": 0.5984952449798584,
|
|
"reward_std": 0.4162593483924866,
|
|
"rewards/TRLRewardAdapter/mean": 0.5984952449798584,
|
|
"rewards/TRLRewardAdapter/std": 0.4162593483924866,
|
|
"sampling/importance_sampling_ratio/max": 1.5052777528762817,
|
|
"sampling/importance_sampling_ratio/mean": 0.07441232353448868,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 66.2480697631836,
|
|
"sampling/sampling_logp_difference/mean": 0.017415976151823997,
|
|
"step": 249,
|
|
"step_time": 393.8503445899114
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02395833469927311,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 10000.0,
|
|
"completions/mean_length": 1760.3177490234375,
|
|
"completions/mean_terminated_length": 1558.06298828125,
|
|
"completions/min_length": 122.0,
|
|
"completions/min_terminated_length": 122.0,
|
|
"entropy": 0.11295569315552711,
|
|
"epoch": 0.16688918558077437,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 1.4537311568772472e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 614471911.0,
|
|
"reward": 0.8099569082260132,
|
|
"reward_std": 0.299437016248703,
|
|
"rewards/TRLRewardAdapter/mean": 0.8099568486213684,
|
|
"rewards/TRLRewardAdapter/std": 0.2994369864463806,
|
|
"sampling/importance_sampling_ratio/max": 1.6138883829116821,
|
|
"sampling/importance_sampling_ratio/mean": 0.14735673367977142,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 21.5,
|
|
"sampling/sampling_logp_difference/mean": 0.015159010887145996,
|
|
"step": 250,
|
|
"step_time": 320.54451878508553
|
|
},
|
|
{
|
|
"epoch": 0.16688918558077437,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.028695651249069233,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9646.434782608696,
|
|
"eval_completions/mean_length": 2365.37452233356,
|
|
"eval_completions/mean_terminated_length": 2139.8463028617525,
|
|
"eval_completions/min_length": 67.6086956521739,
|
|
"eval_completions/min_terminated_length": 67.6086956521739,
|
|
"eval_entropy": 0.15418669257474982,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 614471911.0,
|
|
"eval_reward": 0.6888729178387186,
|
|
"eval_reward_std": 0.3701730694459832,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.68887293079625,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3701730694459832,
|
|
"eval_runtime": 1457.5468,
|
|
"eval_samples_per_second": 3.133,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.4258308281069216,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.12158221168362576,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 13.934375617815101,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019598346608488457,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 250
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05625000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9946.0,
|
|
"completions/mean_length": 2864.156494140625,
|
|
"completions/mean_terminated_length": 2438.841064453125,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.14145439863204956,
|
|
"epoch": 0.16755674232309747,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.327984442424555e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 617655709.0,
|
|
"reward": 0.6307635307312012,
|
|
"reward_std": 0.39345794916152954,
|
|
"rewards/TRLRewardAdapter/mean": 0.6307634711265564,
|
|
"rewards/TRLRewardAdapter/std": 0.39345794916152954,
|
|
"sampling/importance_sampling_ratio/max": 1.7987382411956787,
|
|
"sampling/importance_sampling_ratio/mean": 0.10100911557674408,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 45.75,
|
|
"sampling/sampling_logp_difference/mean": 0.018307561054825783,
|
|
"step": 251,
|
|
"step_time": 380.26561016915366
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03333333507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9896.0,
|
|
"completions/mean_length": 2240.4990234375,
|
|
"completions/mean_terminated_length": 1972.929931640625,
|
|
"completions/min_length": 108.0,
|
|
"completions/min_terminated_length": 108.0,
|
|
"entropy": 0.12486602614323299,
|
|
"epoch": 0.16822429906542055,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.0937928151145613e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 620272540.0,
|
|
"reward": 0.7508034110069275,
|
|
"reward_std": 0.3305306136608124,
|
|
"rewards/TRLRewardAdapter/mean": 0.7508033514022827,
|
|
"rewards/TRLRewardAdapter/std": 0.3305306136608124,
|
|
"sampling/importance_sampling_ratio/max": 1.9861724376678467,
|
|
"sampling/importance_sampling_ratio/mean": 0.12150933593511581,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.5,
|
|
"sampling/sampling_logp_difference/mean": 0.016387343406677246,
|
|
"step": 252,
|
|
"step_time": 368.14781181898434
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03437500074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9978.0,
|
|
"completions/mean_length": 1869.7657470703125,
|
|
"completions/mean_terminated_length": 1580.3397216796875,
|
|
"completions/min_length": 90.0,
|
|
"completions/min_terminated_length": 90.0,
|
|
"entropy": 0.11977737148602803,
|
|
"epoch": 0.16889185580774366,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00017927894423684716,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 622512731.0,
|
|
"reward": 0.7525489926338196,
|
|
"reward_std": 0.36158207058906555,
|
|
"rewards/TRLRewardAdapter/mean": 0.7525489926338196,
|
|
"rewards/TRLRewardAdapter/std": 0.36158207058906555,
|
|
"sampling/importance_sampling_ratio/max": 2.388068675994873,
|
|
"sampling/importance_sampling_ratio/mean": 0.1553247570991516,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 51.513919830322266,
|
|
"sampling/sampling_logp_difference/mean": 0.015971872955560684,
|
|
"step": 253,
|
|
"step_time": 345.56787755177356
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9952.0,
|
|
"completions/mean_length": 2030.4219970703125,
|
|
"completions/mean_terminated_length": 1929.541015625,
|
|
"completions/min_length": 74.0,
|
|
"completions/min_terminated_length": 74.0,
|
|
"entropy": 0.12328075245022774,
|
|
"epoch": 0.16955941255006676,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.4902752702821146e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 624886352.0,
|
|
"reward": 0.7136213779449463,
|
|
"reward_std": 0.3750477433204651,
|
|
"rewards/TRLRewardAdapter/mean": 0.7136213183403015,
|
|
"rewards/TRLRewardAdapter/std": 0.3750477433204651,
|
|
"sampling/importance_sampling_ratio/max": 2.0539515018463135,
|
|
"sampling/importance_sampling_ratio/mean": 0.096359983086586,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.889068603515625,
|
|
"sampling/sampling_logp_difference/mean": 0.016352171078324318,
|
|
"step": 254,
|
|
"step_time": 239.81884510279633
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00729166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9972.0,
|
|
"completions/mean_length": 1621.3333740234375,
|
|
"completions/mean_terminated_length": 1559.7900390625,
|
|
"completions/min_length": 140.0,
|
|
"completions/min_terminated_length": 140.0,
|
|
"entropy": 0.11992477873961131,
|
|
"epoch": 0.17022696929238984,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.8443882254938697e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 626831600.0,
|
|
"reward": 0.7867948412895203,
|
|
"reward_std": 0.3225991725921631,
|
|
"rewards/TRLRewardAdapter/mean": 0.7867947816848755,
|
|
"rewards/TRLRewardAdapter/std": 0.3225991725921631,
|
|
"sampling/importance_sampling_ratio/max": 2.2261083126068115,
|
|
"sampling/importance_sampling_ratio/mean": 0.11120593547821045,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 20.139068603515625,
|
|
"sampling/sampling_logp_difference/mean": 0.015945816412568092,
|
|
"step": 255,
|
|
"step_time": 212.3253509060014
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05312500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9975.0,
|
|
"completions/mean_length": 2407.190673828125,
|
|
"completions/mean_terminated_length": 1981.19140625,
|
|
"completions/min_length": 90.0,
|
|
"completions/min_terminated_length": 90.0,
|
|
"entropy": 0.12314822897315025,
|
|
"epoch": 0.17089452603471295,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.998939641121485e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 629610727.0,
|
|
"reward": 0.6973899006843567,
|
|
"reward_std": 0.3874163329601288,
|
|
"rewards/TRLRewardAdapter/mean": 0.6973898410797119,
|
|
"rewards/TRLRewardAdapter/std": 0.3874163329601288,
|
|
"sampling/importance_sampling_ratio/max": 2.0515389442443848,
|
|
"sampling/importance_sampling_ratio/mean": 0.10690023750066757,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.955452919006348,
|
|
"sampling/sampling_logp_difference/mean": 0.016299400478601456,
|
|
"step": 256,
|
|
"step_time": 323.02543275419157
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06354167312383652,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9985.0,
|
|
"completions/mean_length": 3000.557373046875,
|
|
"completions/mean_terminated_length": 2525.622802734375,
|
|
"completions/min_length": 147.0,
|
|
"completions/min_terminated_length": 147.0,
|
|
"entropy": 0.1455593059460322,
|
|
"epoch": 0.17156208277703605,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.000140514955425879,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 632971326.0,
|
|
"reward": 0.6440715193748474,
|
|
"reward_std": 0.36810481548309326,
|
|
"rewards/TRLRewardAdapter/mean": 0.6440715193748474,
|
|
"rewards/TRLRewardAdapter/std": 0.36810481548309326,
|
|
"sampling/importance_sampling_ratio/max": 1.325792670249939,
|
|
"sampling/importance_sampling_ratio/mean": 0.052727796137332916,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.78516960144043,
|
|
"sampling/sampling_logp_difference/mean": 0.019238924607634544,
|
|
"step": 257,
|
|
"step_time": 365.9848408391699
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9943.0,
|
|
"completions/mean_length": 2248.438720703125,
|
|
"completions/mean_terminated_length": 2032.65625,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.13047201931476593,
|
|
"epoch": 0.17222963951935916,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 4.5728367260255444e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 635619139.0,
|
|
"reward": 0.6354899406433105,
|
|
"reward_std": 0.4124302268028259,
|
|
"rewards/TRLRewardAdapter/mean": 0.6354898810386658,
|
|
"rewards/TRLRewardAdapter/std": 0.41243019700050354,
|
|
"sampling/importance_sampling_ratio/max": 2.2882955074310303,
|
|
"sampling/importance_sampling_ratio/mean": 0.1258556842803955,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 24.75,
|
|
"sampling/sampling_logp_difference/mean": 0.01728152111172676,
|
|
"step": 258,
|
|
"step_time": 370.60041607299354
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02916666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9750.0,
|
|
"completions/mean_length": 2388.1064453125,
|
|
"completions/mean_terminated_length": 2159.4228515625,
|
|
"completions/min_length": 57.0,
|
|
"completions/min_terminated_length": 57.0,
|
|
"entropy": 0.11757166807850201,
|
|
"epoch": 0.17289719626168223,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 2.274062367914379e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 638370313.0,
|
|
"reward": 0.702405571937561,
|
|
"reward_std": 0.36202505230903625,
|
|
"rewards/TRLRewardAdapter/mean": 0.702405571937561,
|
|
"rewards/TRLRewardAdapter/std": 0.36202505230903625,
|
|
"sampling/importance_sampling_ratio/max": 1.911769151687622,
|
|
"sampling/importance_sampling_ratio/mean": 0.13218224048614502,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.24807071685791,
|
|
"sampling/sampling_logp_difference/mean": 0.015737012028694153,
|
|
"step": 259,
|
|
"step_time": 302.40132703376
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.004166666883975267,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9768.0,
|
|
"completions/mean_length": 1536.1417236328125,
|
|
"completions/mean_terminated_length": 1500.72802734375,
|
|
"completions/min_length": 99.0,
|
|
"completions/min_terminated_length": 99.0,
|
|
"entropy": 0.11911117906371753,
|
|
"epoch": 0.17356475300400534,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 9.238942669875025e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 640258481.0,
|
|
"reward": 0.7950014472007751,
|
|
"reward_std": 0.29436561465263367,
|
|
"rewards/TRLRewardAdapter/mean": 0.7950013875961304,
|
|
"rewards/TRLRewardAdapter/std": 0.29436561465263367,
|
|
"sampling/importance_sampling_ratio/max": 2.162294387817383,
|
|
"sampling/importance_sampling_ratio/mean": 0.12432336807250977,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.134025573730469,
|
|
"sampling/sampling_logp_difference/mean": 0.01611616276204586,
|
|
"step": 260,
|
|
"step_time": 206.40729457803536
|
|
},
|
|
{
|
|
"epoch": 0.17356475300400534,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.021304347228420818,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9528.130434782608,
|
|
"eval_completions/mean_length": 2172.7008003566575,
|
|
"eval_completions/mean_terminated_length": 2002.2277142068615,
|
|
"eval_completions/min_length": 66.69565217391305,
|
|
"eval_completions/min_terminated_length": 66.69565217391305,
|
|
"eval_entropy": 0.14900501914646314,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 640258481.0,
|
|
"eval_reward": 0.6983263544414354,
|
|
"eval_reward_std": 0.3690158297186312,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6983263725819795,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.36901583490164386,
|
|
"eval_runtime": 1444.575,
|
|
"eval_samples_per_second": 3.161,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.320948354575945,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.12717954036982163,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 11.012294727823008,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.01910772717193417,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 260
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.006250000558793545,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9965.0,
|
|
"completions/mean_length": 1740.065673828125,
|
|
"completions/mean_terminated_length": 1688.1163330078125,
|
|
"completions/min_length": 108.0,
|
|
"completions/min_terminated_length": 108.0,
|
|
"entropy": 0.12752499307195345,
|
|
"epoch": 0.17423230974632845,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 2.6556685156782165e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 642386768.0,
|
|
"reward": 0.688409686088562,
|
|
"reward_std": 0.3850640654563904,
|
|
"rewards/TRLRewardAdapter/mean": 0.688409686088562,
|
|
"rewards/TRLRewardAdapter/std": 0.3850640654563904,
|
|
"sampling/importance_sampling_ratio/max": 1.1817439794540405,
|
|
"sampling/importance_sampling_ratio/mean": 0.08567533642053604,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.5,
|
|
"sampling/sampling_logp_difference/mean": 0.01745976321399212,
|
|
"step": 261,
|
|
"step_time": 177.1135061280802
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05520833656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9854.0,
|
|
"completions/mean_length": 2775.846923828125,
|
|
"completions/mean_terminated_length": 2353.7080078125,
|
|
"completions/min_length": 89.0,
|
|
"completions/min_terminated_length": 89.0,
|
|
"entropy": 0.12017121662696202,
|
|
"epoch": 0.17489986648865152,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 1.3567151466209598e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 645491709.0,
|
|
"reward": 0.6261187195777893,
|
|
"reward_std": 0.40653324127197266,
|
|
"rewards/TRLRewardAdapter/mean": 0.6261186599731445,
|
|
"rewards/TRLRewardAdapter/std": 0.40653324127197266,
|
|
"sampling/importance_sampling_ratio/max": 1.0348937511444092,
|
|
"sampling/importance_sampling_ratio/mean": 0.06614522635936737,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 51.137245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.016357218846678734,
|
|
"step": 262,
|
|
"step_time": 308.0113607061794
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9606.0,
|
|
"completions/mean_length": 1827.1636962890625,
|
|
"completions/mean_terminated_length": 1818.641357421875,
|
|
"completions/min_length": 41.0,
|
|
"completions/min_terminated_length": 41.0,
|
|
"entropy": 0.12126223370432854,
|
|
"epoch": 0.17556742323097463,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.585714707693353e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 647709626.0,
|
|
"reward": 0.755581259727478,
|
|
"reward_std": 0.33362525701522827,
|
|
"rewards/TRLRewardAdapter/mean": 0.7555812001228333,
|
|
"rewards/TRLRewardAdapter/std": 0.3336252272129059,
|
|
"sampling/importance_sampling_ratio/max": 2.0581912994384766,
|
|
"sampling/importance_sampling_ratio/mean": 0.12893173098564148,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.182637691497803,
|
|
"sampling/sampling_logp_difference/mean": 0.016820687800645828,
|
|
"step": 263,
|
|
"step_time": 223.76363374001812
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9852.0,
|
|
"completions/mean_length": 2119.419921875,
|
|
"completions/mean_terminated_length": 2102.9677734375,
|
|
"completions/min_length": 148.0,
|
|
"completions/min_terminated_length": 148.0,
|
|
"entropy": 0.1192654234667619,
|
|
"epoch": 0.17623497997329773,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00014235522996687146,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 650209069.0,
|
|
"reward": 0.6907052993774414,
|
|
"reward_std": 0.3776255249977112,
|
|
"rewards/TRLRewardAdapter/mean": 0.6907052397727966,
|
|
"rewards/TRLRewardAdapter/std": 0.3776255249977112,
|
|
"sampling/importance_sampling_ratio/max": 2.215994119644165,
|
|
"sampling/importance_sampling_ratio/mean": 0.12776921689510345,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.851531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.016013458371162415,
|
|
"step": 264,
|
|
"step_time": 260.23448799701873
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03958333656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9901.0,
|
|
"completions/mean_length": 1864.3115234375,
|
|
"completions/mean_terminated_length": 1529.0010986328125,
|
|
"completions/min_length": 70.0,
|
|
"completions/min_terminated_length": 70.0,
|
|
"entropy": 0.10615233207742374,
|
|
"epoch": 0.17690253671562084,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 4.237556756061739e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 652437816.0,
|
|
"reward": 0.751419186592102,
|
|
"reward_std": 0.37443405389785767,
|
|
"rewards/TRLRewardAdapter/mean": 0.7514191269874573,
|
|
"rewards/TRLRewardAdapter/std": 0.37443405389785767,
|
|
"sampling/importance_sampling_ratio/max": 1.8301793336868286,
|
|
"sampling/importance_sampling_ratio/mean": 0.18975035846233368,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.496212005615234,
|
|
"sampling/sampling_logp_difference/mean": 0.015240705572068691,
|
|
"step": 265,
|
|
"step_time": 368.02439479192253
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04583333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9997.0,
|
|
"completions/mean_length": 2073.485595703125,
|
|
"completions/mean_terminated_length": 1692.73583984375,
|
|
"completions/min_length": 77.0,
|
|
"completions/min_terminated_length": 77.0,
|
|
"entropy": 0.12325968345006307,
|
|
"epoch": 0.17757009345794392,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 0.0001701612755884356,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 654887050.0,
|
|
"reward": 0.7094910144805908,
|
|
"reward_std": 0.3944751024246216,
|
|
"rewards/TRLRewardAdapter/mean": 0.709490954875946,
|
|
"rewards/TRLRewardAdapter/std": 0.39447513222694397,
|
|
"sampling/importance_sampling_ratio/max": 1.710984468460083,
|
|
"sampling/importance_sampling_ratio/mean": 0.1605999767780304,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.6875,
|
|
"sampling/sampling_logp_difference/mean": 0.016771679744124413,
|
|
"step": 266,
|
|
"step_time": 392.9392851489829
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9594.0,
|
|
"completions/mean_length": 1871.3115234375,
|
|
"completions/mean_terminated_length": 1715.986328125,
|
|
"completions/min_length": 108.0,
|
|
"completions/min_terminated_length": 108.0,
|
|
"entropy": 0.11923009902238846,
|
|
"epoch": 0.17823765020026702,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0004533508799414859,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 657167989.0,
|
|
"reward": 0.7110332250595093,
|
|
"reward_std": 0.3810991942882538,
|
|
"rewards/TRLRewardAdapter/mean": 0.7110331654548645,
|
|
"rewards/TRLRewardAdapter/std": 0.3810991644859314,
|
|
"sampling/importance_sampling_ratio/max": 1.4911428689956665,
|
|
"sampling/importance_sampling_ratio/mean": 0.1441706269979477,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 23.25,
|
|
"sampling/sampling_logp_difference/mean": 0.016382744535803795,
|
|
"step": 267,
|
|
"step_time": 253.89419544814155
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9928.0,
|
|
"completions/mean_length": 1657.7823486328125,
|
|
"completions/mean_terminated_length": 1525.3662109375,
|
|
"completions/min_length": 75.0,
|
|
"completions/min_terminated_length": 75.0,
|
|
"entropy": 0.13070925821860632,
|
|
"epoch": 0.17890520694259013,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 7.935323023872495e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 659222500.0,
|
|
"reward": 0.7374539375305176,
|
|
"reward_std": 0.3711867034435272,
|
|
"rewards/TRLRewardAdapter/mean": 0.7374538779258728,
|
|
"rewards/TRLRewardAdapter/std": 0.3711867034435272,
|
|
"sampling/importance_sampling_ratio/max": 1.9248546361923218,
|
|
"sampling/importance_sampling_ratio/mean": 0.11583695560693741,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.0,
|
|
"sampling/sampling_logp_difference/mean": 0.017782563343644142,
|
|
"step": 268,
|
|
"step_time": 212.1298906300217
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9824.0,
|
|
"completions/mean_length": 2638.19482421875,
|
|
"completions/mean_terminated_length": 2433.26220703125,
|
|
"completions/min_length": 120.0,
|
|
"completions/min_terminated_length": 120.0,
|
|
"entropy": 0.12146906306346257,
|
|
"epoch": 0.1795727636849132,
|
|
"frac_reward_zero_std": 0.23333334922790527,
|
|
"grad_norm": 2.0876117399730177e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 662199231.0,
|
|
"reward": 0.5706943869590759,
|
|
"reward_std": 0.4312523305416107,
|
|
"rewards/TRLRewardAdapter/mean": 0.5706943273544312,
|
|
"rewards/TRLRewardAdapter/std": 0.4312523305416107,
|
|
"sampling/importance_sampling_ratio/max": 1.5165576934814453,
|
|
"sampling/importance_sampling_ratio/mean": 0.12394453585147858,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.5,
|
|
"sampling/sampling_logp_difference/mean": 0.016380680724978447,
|
|
"step": 269,
|
|
"step_time": 251.66130811709445
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 10000.0,
|
|
"completions/mean_length": 1509.0313720703125,
|
|
"completions/mean_terminated_length": 1374.2540283203125,
|
|
"completions/min_length": 75.0,
|
|
"completions/min_terminated_length": 75.0,
|
|
"entropy": 0.1005406342446804,
|
|
"epoch": 0.1802403204272363,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 9.608616458127262e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 664075261.0,
|
|
"reward": 0.7976763248443604,
|
|
"reward_std": 0.30779212713241577,
|
|
"rewards/TRLRewardAdapter/mean": 0.7976762652397156,
|
|
"rewards/TRLRewardAdapter/std": 0.30779212713241577,
|
|
"sampling/importance_sampling_ratio/max": 2.2124838829040527,
|
|
"sampling/importance_sampling_ratio/mean": 0.1567261517047882,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 21.70545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.014291415922343731,
|
|
"step": 270,
|
|
"step_time": 226.1090277651092
|
|
},
|
|
{
|
|
"epoch": 0.1802403204272363,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.018043477817074112,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9313.478260869566,
|
|
"eval_completions/mean_length": 1973.1914699388587,
|
|
"eval_completions/mean_terminated_length": 1825.6540686565897,
|
|
"eval_completions/min_length": 60.0,
|
|
"eval_completions/min_terminated_length": 60.0,
|
|
"eval_entropy": 0.13930678723946863,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 664075261.0,
|
|
"eval_reward": 0.7040041944255,
|
|
"eval_reward_std": 0.37509275648904883,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.7040042073830314,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3750927590805551,
|
|
"eval_runtime": 1422.621,
|
|
"eval_samples_per_second": 3.21,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.6197976392248403,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.16155111336189767,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 9.02320166774418,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.01846125470879285,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 270
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.006250000558793545,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9807.0,
|
|
"completions/mean_length": 1583.482421875,
|
|
"completions/mean_terminated_length": 1530.5482177734375,
|
|
"completions/min_length": 97.0,
|
|
"completions/min_terminated_length": 97.0,
|
|
"entropy": 0.1140472690264384,
|
|
"epoch": 0.18090787716955942,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0003388270157470243,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 666030668.0,
|
|
"reward": 0.7345895767211914,
|
|
"reward_std": 0.37124931812286377,
|
|
"rewards/TRLRewardAdapter/mean": 0.7345895171165466,
|
|
"rewards/TRLRewardAdapter/std": 0.3712492883205414,
|
|
"sampling/importance_sampling_ratio/max": 2.733048915863037,
|
|
"sampling/importance_sampling_ratio/mean": 0.17211182415485382,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.75,
|
|
"sampling/sampling_logp_difference/mean": 0.016054624691605568,
|
|
"step": 271,
|
|
"step_time": 220.71064519602805
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01458333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9829.0,
|
|
"completions/mean_length": 1569.0302734375,
|
|
"completions/mean_terminated_length": 1444.2589111328125,
|
|
"completions/min_length": 77.0,
|
|
"completions/min_terminated_length": 77.0,
|
|
"entropy": 0.1048960176606973,
|
|
"epoch": 0.18157543391188252,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 8.90700914371837e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 668034505.0,
|
|
"reward": 0.7610125541687012,
|
|
"reward_std": 0.343519926071167,
|
|
"rewards/TRLRewardAdapter/mean": 0.7610124945640564,
|
|
"rewards/TRLRewardAdapter/std": 0.343519926071167,
|
|
"sampling/importance_sampling_ratio/max": 2.4661293029785156,
|
|
"sampling/importance_sampling_ratio/mean": 0.16516920924186707,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.196102142333984,
|
|
"sampling/sampling_logp_difference/mean": 0.015064316801726818,
|
|
"step": 272,
|
|
"step_time": 355.29698444821406
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0677083358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9993.0,
|
|
"completions/mean_length": 2466.510498046875,
|
|
"completions/mean_terminated_length": 1919.3853759765625,
|
|
"completions/min_length": 84.0,
|
|
"completions/min_terminated_length": 84.0,
|
|
"entropy": 0.11910906185706456,
|
|
"epoch": 0.1822429906542056,
|
|
"frac_reward_zero_std": 0.20000001788139343,
|
|
"grad_norm": 0.00031160616661170823,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0109,
|
|
"num_tokens": 670838707.0,
|
|
"reward": 0.6135138273239136,
|
|
"reward_std": 0.4481686055660248,
|
|
"rewards/TRLRewardAdapter/mean": 0.6135138273239136,
|
|
"rewards/TRLRewardAdapter/std": 0.4481685757637024,
|
|
"sampling/importance_sampling_ratio/max": 1.5238147974014282,
|
|
"sampling/importance_sampling_ratio/mean": 0.20410621166229248,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 44.5,
|
|
"sampling/sampling_logp_difference/mean": 0.015928512439131737,
|
|
"step": 273,
|
|
"step_time": 331.96126990485936
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03125,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9860.0,
|
|
"completions/mean_length": 1299.1865234375,
|
|
"completions/mean_terminated_length": 1018.5150756835938,
|
|
"completions/min_length": 91.0,
|
|
"completions/min_terminated_length": 91.0,
|
|
"entropy": 0.10251324375470479,
|
|
"epoch": 0.1829105473965287,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.0003949104657117351,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 672535622.0,
|
|
"reward": 0.7556927800178528,
|
|
"reward_std": 0.38567665219306946,
|
|
"rewards/TRLRewardAdapter/mean": 0.755692720413208,
|
|
"rewards/TRLRewardAdapter/std": 0.38567665219306946,
|
|
"sampling/importance_sampling_ratio/max": 1.653946042060852,
|
|
"sampling/importance_sampling_ratio/mean": 0.22351744771003723,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.362421035766602,
|
|
"sampling/sampling_logp_difference/mean": 0.01556961890310049,
|
|
"step": 274,
|
|
"step_time": 341.20451758406125
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9304.0,
|
|
"completions/mean_length": 1219.267822265625,
|
|
"completions/mean_terminated_length": 1210.111572265625,
|
|
"completions/min_length": 104.0,
|
|
"completions/min_terminated_length": 104.0,
|
|
"entropy": 0.09406319012244542,
|
|
"epoch": 0.1835781041388518,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00025124289062071465,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 674126119.0,
|
|
"reward": 0.77979975938797,
|
|
"reward_std": 0.3504678010940552,
|
|
"rewards/TRLRewardAdapter/mean": 0.7797996997833252,
|
|
"rewards/TRLRewardAdapter/std": 0.3504678010940552,
|
|
"sampling/importance_sampling_ratio/max": 1.4780569076538086,
|
|
"sampling/importance_sampling_ratio/mean": 0.18377763032913208,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.8624210357666,
|
|
"sampling/sampling_logp_difference/mean": 0.014012235216796398,
|
|
"step": 275,
|
|
"step_time": 217.71556278783828
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07187500596046448,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9958.0,
|
|
"completions/mean_length": 3110.2158203125,
|
|
"completions/mean_terminated_length": 2576.663330078125,
|
|
"completions/min_length": 54.0,
|
|
"completions/min_terminated_length": 54.0,
|
|
"entropy": 0.13455243905385336,
|
|
"epoch": 0.1842456608811749,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 3.3102835186530424e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 677542326.0,
|
|
"reward": 0.5664615631103516,
|
|
"reward_std": 0.42113104462623596,
|
|
"rewards/TRLRewardAdapter/mean": 0.5664615631103516,
|
|
"rewards/TRLRewardAdapter/std": 0.42113104462623596,
|
|
"sampling/importance_sampling_ratio/max": 1.8934800624847412,
|
|
"sampling/importance_sampling_ratio/mean": 0.09749589115381241,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 57.50093460083008,
|
|
"sampling/sampling_logp_difference/mean": 0.01801121048629284,
|
|
"step": 276,
|
|
"step_time": 279.7367320859339
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.006250000558793545,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9970.0,
|
|
"completions/mean_length": 1834.572021484375,
|
|
"completions/mean_terminated_length": 1783.2169189453125,
|
|
"completions/min_length": 86.0,
|
|
"completions/min_terminated_length": 86.0,
|
|
"entropy": 0.1313824007908503,
|
|
"epoch": 0.184913217623498,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0001887082308026208,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 679776923.0,
|
|
"reward": 0.686741054058075,
|
|
"reward_std": 0.390485018491745,
|
|
"rewards/TRLRewardAdapter/mean": 0.6867409944534302,
|
|
"rewards/TRLRewardAdapter/std": 0.390485018491745,
|
|
"sampling/importance_sampling_ratio/max": 1.5730290412902832,
|
|
"sampling/importance_sampling_ratio/mean": 0.11409027874469757,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 33.95234680175781,
|
|
"sampling/sampling_logp_difference/mean": 0.01841125264763832,
|
|
"step": 277,
|
|
"step_time": 268.59276663919445
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01145833358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9719.0,
|
|
"completions/mean_length": 2045.1949462890625,
|
|
"completions/mean_terminated_length": 1952.9893798828125,
|
|
"completions/min_length": 75.0,
|
|
"completions/min_terminated_length": 75.0,
|
|
"entropy": 0.13251476486523947,
|
|
"epoch": 0.1855807743658211,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00013683387198090176,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 682283478.0,
|
|
"reward": 0.7076067924499512,
|
|
"reward_std": 0.38631945848464966,
|
|
"rewards/TRLRewardAdapter/mean": 0.7076067328453064,
|
|
"rewards/TRLRewardAdapter/std": 0.38631945848464966,
|
|
"sampling/importance_sampling_ratio/max": 2.094226598739624,
|
|
"sampling/importance_sampling_ratio/mean": 0.17003469169139862,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 44.0,
|
|
"sampling/sampling_logp_difference/mean": 0.018464000895619392,
|
|
"step": 278,
|
|
"step_time": 222.7802886220161
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9981.0,
|
|
"completions/mean_length": 1732.11669921875,
|
|
"completions/mean_terminated_length": 1419.27783203125,
|
|
"completions/min_length": 92.0,
|
|
"completions/min_terminated_length": 92.0,
|
|
"entropy": 0.08776258304715157,
|
|
"epoch": 0.1862483311081442,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0011247203268805529,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0003,
|
|
"num_tokens": 684364262.0,
|
|
"reward": 0.7471456527709961,
|
|
"reward_std": 0.36778318881988525,
|
|
"rewards/TRLRewardAdapter/mean": 0.7471455931663513,
|
|
"rewards/TRLRewardAdapter/std": 0.36778315901756287,
|
|
"sampling/importance_sampling_ratio/max": 2.367309331893921,
|
|
"sampling/importance_sampling_ratio/mean": 0.20460394024848938,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 58.345741271972656,
|
|
"sampling/sampling_logp_difference/mean": 0.012819704599678516,
|
|
"step": 279,
|
|
"step_time": 318.77565642807167
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03437500074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9557.0,
|
|
"completions/mean_length": 1725.05322265625,
|
|
"completions/mean_terminated_length": 1430.4757080078125,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.10805615161856015,
|
|
"epoch": 0.18691588785046728,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.3821061422423806e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 686513401.0,
|
|
"reward": 0.7746930718421936,
|
|
"reward_std": 0.33800774812698364,
|
|
"rewards/TRLRewardAdapter/mean": 0.7746930718421936,
|
|
"rewards/TRLRewardAdapter/std": 0.33800771832466125,
|
|
"sampling/importance_sampling_ratio/max": 2.607626438140869,
|
|
"sampling/importance_sampling_ratio/mean": 0.21217791736125946,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.933712482452393,
|
|
"sampling/sampling_logp_difference/mean": 0.015684176236391068,
|
|
"step": 280,
|
|
"step_time": 401.5517226041993
|
|
},
|
|
{
|
|
"epoch": 0.18691588785046728,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.016739129979649315,
|
|
"eval_completions/max_length": 9985.173913043478,
|
|
"eval_completions/max_terminated_length": 9293.08695652174,
|
|
"eval_completions/mean_length": 1833.2982283882473,
|
|
"eval_completions/mean_terminated_length": 1694.2373046875,
|
|
"eval_completions/min_length": 57.0,
|
|
"eval_completions/min_terminated_length": 57.0,
|
|
"eval_entropy": 0.1382943929537483,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 686513401.0,
|
|
"eval_reward": 0.7089462228443312,
|
|
"eval_reward_std": 0.37524975901064667,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.7089462487593942,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3752497654894124,
|
|
"eval_runtime": 1420.5535,
|
|
"eval_samples_per_second": 3.214,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.6600624115570732,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.18698328020779983,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 12.649951416513193,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.01847402646165827,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 280
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01145833358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9479.0,
|
|
"completions/mean_length": 1774.701171875,
|
|
"completions/mean_terminated_length": 1679.3603515625,
|
|
"completions/min_length": 83.0,
|
|
"completions/min_terminated_length": 83.0,
|
|
"entropy": 0.11289169390996297,
|
|
"epoch": 0.1875834445927904,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00010446592065931904,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 688668410.0,
|
|
"reward": 0.7098009586334229,
|
|
"reward_std": 0.3887292742729187,
|
|
"rewards/TRLRewardAdapter/mean": 0.7098008990287781,
|
|
"rewards/TRLRewardAdapter/std": 0.3887292742729187,
|
|
"sampling/importance_sampling_ratio/max": 2.432777166366577,
|
|
"sampling/importance_sampling_ratio/mean": 0.13810035586357117,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.612423419952393,
|
|
"sampling/sampling_logp_difference/mean": 0.015719646587967873,
|
|
"step": 281,
|
|
"step_time": 236.17086878593545
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01458333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9871.0,
|
|
"completions/mean_length": 1689.018798828125,
|
|
"completions/mean_terminated_length": 1566.023193359375,
|
|
"completions/min_length": 71.0,
|
|
"completions/min_terminated_length": 71.0,
|
|
"entropy": 0.12497401610016823,
|
|
"epoch": 0.1882510013351135,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00028970918103722793,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 690762988.0,
|
|
"reward": 0.7836923003196716,
|
|
"reward_std": 0.325212299823761,
|
|
"rewards/TRLRewardAdapter/mean": 0.7836922407150269,
|
|
"rewards/TRLRewardAdapter/std": 0.3252122700214386,
|
|
"sampling/importance_sampling_ratio/max": 1.9688891172409058,
|
|
"sampling/importance_sampling_ratio/mean": 0.2223399132490158,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 18.625,
|
|
"sampling/sampling_logp_difference/mean": 0.01751098595559597,
|
|
"step": 282,
|
|
"step_time": 319.4096165818628
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9770.0,
|
|
"completions/mean_length": 1704.127197265625,
|
|
"completions/mean_terminated_length": 1518.5963134765625,
|
|
"completions/min_length": 65.0,
|
|
"completions/min_terminated_length": 65.0,
|
|
"entropy": 0.09435640648007393,
|
|
"epoch": 0.18891855807743657,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.5089432325168798e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 692872870.0,
|
|
"reward": 0.6602045297622681,
|
|
"reward_std": 0.4161762297153473,
|
|
"rewards/TRLRewardAdapter/mean": 0.6602045297622681,
|
|
"rewards/TRLRewardAdapter/std": 0.4161762595176697,
|
|
"sampling/importance_sampling_ratio/max": 1.5146187543869019,
|
|
"sampling/importance_sampling_ratio/mean": 0.17781797051429749,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 16.36874771118164,
|
|
"sampling/sampling_logp_difference/mean": 0.01350733358412981,
|
|
"step": 283,
|
|
"step_time": 303.1086556959199
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9771.0,
|
|
"completions/mean_length": 1917.873046875,
|
|
"completions/mean_terminated_length": 1683.98486328125,
|
|
"completions/min_length": 55.0,
|
|
"completions/min_terminated_length": 55.0,
|
|
"entropy": 0.12287574261426926,
|
|
"epoch": 0.18958611481975968,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00011322379043624696,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 695235948.0,
|
|
"reward": 0.7345224022865295,
|
|
"reward_std": 0.3541407585144043,
|
|
"rewards/TRLRewardAdapter/mean": 0.7345224022865295,
|
|
"rewards/TRLRewardAdapter/std": 0.3541407585144043,
|
|
"sampling/importance_sampling_ratio/max": 2.8060495853424072,
|
|
"sampling/importance_sampling_ratio/mean": 0.12157253175973892,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.528618812561035,
|
|
"sampling/sampling_logp_difference/mean": 0.016967980191111565,
|
|
"step": 284,
|
|
"step_time": 292.7031805010047
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9965.0,
|
|
"completions/mean_length": 1260.0916748046875,
|
|
"completions/mean_terminated_length": 1250.9781494140625,
|
|
"completions/min_length": 72.0,
|
|
"completions/min_terminated_length": 72.0,
|
|
"entropy": 0.10690330465634663,
|
|
"epoch": 0.19025367156208278,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0005371294640089259,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 696896740.0,
|
|
"reward": 0.7893272638320923,
|
|
"reward_std": 0.3330768942832947,
|
|
"rewards/TRLRewardAdapter/mean": 0.7893272638320923,
|
|
"rewards/TRLRewardAdapter/std": 0.3330768942832947,
|
|
"sampling/importance_sampling_ratio/max": 1.966488242149353,
|
|
"sampling/importance_sampling_ratio/mean": 0.2179436981678009,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 34.306854248046875,
|
|
"sampling/sampling_logp_difference/mean": 0.01572699472308159,
|
|
"step": 285,
|
|
"step_time": 219.034973138012
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01458333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9836.0,
|
|
"completions/mean_length": 1977.19384765625,
|
|
"completions/mean_terminated_length": 1858.4630126953125,
|
|
"completions/min_length": 82.0,
|
|
"completions/min_terminated_length": 82.0,
|
|
"entropy": 0.10333067799607913,
|
|
"epoch": 0.1909212283044059,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.006643311945785e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 699194526.0,
|
|
"reward": 0.7333978414535522,
|
|
"reward_std": 0.36783480644226074,
|
|
"rewards/TRLRewardAdapter/mean": 0.7333977818489075,
|
|
"rewards/TRLRewardAdapter/std": 0.36783477663993835,
|
|
"sampling/importance_sampling_ratio/max": 1.5894172191619873,
|
|
"sampling/importance_sampling_ratio/mean": 0.14274069666862488,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.139067649841309,
|
|
"sampling/sampling_logp_difference/mean": 0.014552712440490723,
|
|
"step": 286,
|
|
"step_time": 252.77355951000936
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03333333507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9986.0,
|
|
"completions/mean_length": 1962.8636474609375,
|
|
"completions/mean_terminated_length": 1685.720947265625,
|
|
"completions/min_length": 95.0,
|
|
"completions/min_terminated_length": 95.0,
|
|
"entropy": 0.10164220134417216,
|
|
"epoch": 0.19158878504672897,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 2.09954148653542e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 701523163.0,
|
|
"reward": 0.7280219793319702,
|
|
"reward_std": 0.38853955268859863,
|
|
"rewards/TRLRewardAdapter/mean": 0.7280219197273254,
|
|
"rewards/TRLRewardAdapter/std": 0.38853955268859863,
|
|
"sampling/importance_sampling_ratio/max": 1.8647034168243408,
|
|
"sampling/importance_sampling_ratio/mean": 0.19138243794441223,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 50.75,
|
|
"sampling/sampling_logp_difference/mean": 0.014640224166214466,
|
|
"step": 287,
|
|
"step_time": 342.7276264372049
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9929.0,
|
|
"completions/mean_length": 2141.579345703125,
|
|
"completions/mean_terminated_length": 2042.1053466796875,
|
|
"completions/min_length": 58.0,
|
|
"completions/min_terminated_length": 58.0,
|
|
"entropy": 0.11899746085206668,
|
|
"epoch": 0.19225634178905207,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 1.51981344205254e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 704067527.0,
|
|
"reward": 0.7364770770072937,
|
|
"reward_std": 0.3300555646419525,
|
|
"rewards/TRLRewardAdapter/mean": 0.7364770174026489,
|
|
"rewards/TRLRewardAdapter/std": 0.3300555646419525,
|
|
"sampling/importance_sampling_ratio/max": 2.2067067623138428,
|
|
"sampling/importance_sampling_ratio/mean": 0.14310625195503235,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.387245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.016340944916009903,
|
|
"step": 288,
|
|
"step_time": 301.50097795494366
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04583333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9994.0,
|
|
"completions/mean_length": 2431.2333984375,
|
|
"completions/mean_terminated_length": 2067.668212890625,
|
|
"completions/min_length": 124.0,
|
|
"completions/min_terminated_length": 124.0,
|
|
"entropy": 0.1025647980471452,
|
|
"epoch": 0.19292389853137518,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 3.0174478911182774e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 706898983.0,
|
|
"reward": 0.6203720569610596,
|
|
"reward_std": 0.41456615924835205,
|
|
"rewards/TRLRewardAdapter/mean": 0.6203719973564148,
|
|
"rewards/TRLRewardAdapter/std": 0.41456615924835205,
|
|
"sampling/importance_sampling_ratio/max": 1.4541593790054321,
|
|
"sampling/importance_sampling_ratio/mean": 0.10818520933389664,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 41.5,
|
|
"sampling/sampling_logp_difference/mean": 0.014418198727071285,
|
|
"step": 289,
|
|
"step_time": 364.7657838250743
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 7872.0,
|
|
"completions/mean_length": 1218.0677490234375,
|
|
"completions/mean_terminated_length": 1208.9102783203125,
|
|
"completions/min_length": 70.0,
|
|
"completions/min_terminated_length": 70.0,
|
|
"entropy": 0.09761699289083481,
|
|
"epoch": 0.19359145527369825,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0002631344706363635,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 708509224.0,
|
|
"reward": 0.8409294486045837,
|
|
"reward_std": 0.25718411803245544,
|
|
"rewards/TRLRewardAdapter/mean": 0.840929388999939,
|
|
"rewards/TRLRewardAdapter/std": 0.25718411803245544,
|
|
"sampling/importance_sampling_ratio/max": 1.937679409980774,
|
|
"sampling/importance_sampling_ratio/mean": 0.2096283882856369,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.0,
|
|
"sampling/sampling_logp_difference/mean": 0.014043429866433144,
|
|
"step": 290,
|
|
"step_time": 99.90653180005029
|
|
},
|
|
{
|
|
"epoch": 0.19359145527369825,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.018913043015029118,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9494.04347826087,
|
|
"eval_completions/mean_length": 1978.6569240404212,
|
|
"eval_completions/mean_terminated_length": 1824.1121507727582,
|
|
"eval_completions/min_length": 56.82608695652174,
|
|
"eval_completions/min_terminated_length": 56.82608695652174,
|
|
"eval_entropy": 0.1349705062482668,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 708509224.0,
|
|
"eval_reward": 0.7024224944736647,
|
|
"eval_reward_std": 0.371480959913005,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.7024225074311962,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3714809650960176,
|
|
"eval_runtime": 1426.0961,
|
|
"eval_samples_per_second": 3.202,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.6431700768678084,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.1778839593348296,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 8.130084151807038,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.018224084749817848,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 290
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01458333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9916.0,
|
|
"completions/mean_length": 2253.735595703125,
|
|
"completions/mean_terminated_length": 2139.09716796875,
|
|
"completions/min_length": 85.0,
|
|
"completions/min_terminated_length": 85.0,
|
|
"entropy": 0.11782154565056165,
|
|
"epoch": 0.19425901201602136,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.162097903749782e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 711174506.0,
|
|
"reward": 0.6940136551856995,
|
|
"reward_std": 0.37632015347480774,
|
|
"rewards/TRLRewardAdapter/mean": 0.6940135955810547,
|
|
"rewards/TRLRewardAdapter/std": 0.37632015347480774,
|
|
"sampling/importance_sampling_ratio/max": 1.0784353017807007,
|
|
"sampling/importance_sampling_ratio/mean": 0.0876234918832779,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.75,
|
|
"sampling/sampling_logp_difference/mean": 0.016957402229309082,
|
|
"step": 291,
|
|
"step_time": 300.5591160140466
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03958333656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9978.0,
|
|
"completions/mean_length": 2388.720947265625,
|
|
"completions/mean_terminated_length": 2075.02392578125,
|
|
"completions/min_length": 68.0,
|
|
"completions/min_terminated_length": 68.0,
|
|
"entropy": 0.10999281580249469,
|
|
"epoch": 0.19492656875834447,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.8060437718701647e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 713948766.0,
|
|
"reward": 0.733180582523346,
|
|
"reward_std": 0.3414601981639862,
|
|
"rewards/TRLRewardAdapter/mean": 0.733180582523346,
|
|
"rewards/TRLRewardAdapter/std": 0.3414601683616638,
|
|
"sampling/importance_sampling_ratio/max": 1.803954005241394,
|
|
"sampling/importance_sampling_ratio/mean": 0.15315808355808258,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 25.25,
|
|
"sampling/sampling_logp_difference/mean": 0.015403145924210548,
|
|
"step": 292,
|
|
"step_time": 405.99677769711707
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.008333333767950535,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9719.0,
|
|
"completions/mean_length": 1795.540771484375,
|
|
"completions/mean_terminated_length": 1726.595703125,
|
|
"completions/min_length": 159.0,
|
|
"completions/min_terminated_length": 159.0,
|
|
"entropy": 0.1101151891052723,
|
|
"epoch": 0.19559412550066757,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.686826853937934e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 716136549.0,
|
|
"reward": 0.7799509167671204,
|
|
"reward_std": 0.31721630692481995,
|
|
"rewards/TRLRewardAdapter/mean": 0.7799509167671204,
|
|
"rewards/TRLRewardAdapter/std": 0.31721630692481995,
|
|
"sampling/importance_sampling_ratio/max": 1.7817931175231934,
|
|
"sampling/importance_sampling_ratio/mean": 0.12063653767108917,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 22.875,
|
|
"sampling/sampling_logp_difference/mean": 0.015627238899469376,
|
|
"step": 293,
|
|
"step_time": 257.1110651210183
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.008333333767950535,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9878.0,
|
|
"completions/mean_length": 2222.229248046875,
|
|
"completions/mean_terminated_length": 2156.869873046875,
|
|
"completions/min_length": 72.0,
|
|
"completions/min_terminated_length": 72.0,
|
|
"entropy": 0.09786522264281909,
|
|
"epoch": 0.19626168224299065,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00016035331305651443,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0003,
|
|
"num_tokens": 718688193.0,
|
|
"reward": 0.7052214741706848,
|
|
"reward_std": 0.36044177412986755,
|
|
"rewards/TRLRewardAdapter/mean": 0.70522141456604,
|
|
"rewards/TRLRewardAdapter/std": 0.36044177412986755,
|
|
"sampling/importance_sampling_ratio/max": 1.421708583831787,
|
|
"sampling/importance_sampling_ratio/mean": 0.1181941032409668,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.625,
|
|
"sampling/sampling_logp_difference/mean": 0.013697223737835884,
|
|
"step": 294,
|
|
"step_time": 291.91782705602236
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02083333395421505,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9871.0,
|
|
"completions/mean_length": 2036.5980224609375,
|
|
"completions/mean_terminated_length": 1867.163818359375,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.10734442993998528,
|
|
"epoch": 0.19692923898531375,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.34380144879898e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 721053439.0,
|
|
"reward": 0.760565459728241,
|
|
"reward_std": 0.3163716495037079,
|
|
"rewards/TRLRewardAdapter/mean": 0.760565459728241,
|
|
"rewards/TRLRewardAdapter/std": 0.3163716197013855,
|
|
"sampling/importance_sampling_ratio/max": 2.4954898357391357,
|
|
"sampling/importance_sampling_ratio/mean": 0.13628315925598145,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.0,
|
|
"sampling/sampling_logp_difference/mean": 0.015144869685173035,
|
|
"step": 295,
|
|
"step_time": 335.83585277898237
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9646.0,
|
|
"completions/mean_length": 1810.6927490234375,
|
|
"completions/mean_terminated_length": 1582.724853515625,
|
|
"completions/min_length": 91.0,
|
|
"completions/min_terminated_length": 91.0,
|
|
"entropy": 0.108238502095143,
|
|
"epoch": 0.19759679572763686,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.7954794132101414e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 723313240.0,
|
|
"reward": 0.7617979645729065,
|
|
"reward_std": 0.3436415493488312,
|
|
"rewards/TRLRewardAdapter/mean": 0.7617979049682617,
|
|
"rewards/TRLRewardAdapter/std": 0.3436415493488312,
|
|
"sampling/importance_sampling_ratio/max": 1.606345534324646,
|
|
"sampling/importance_sampling_ratio/mean": 0.13092930614948273,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.5,
|
|
"sampling/sampling_logp_difference/mean": 0.015647169202566147,
|
|
"step": 296,
|
|
"step_time": 343.97549177496694
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0260416679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9106.0,
|
|
"completions/mean_length": 1662.5750732421875,
|
|
"completions/mean_terminated_length": 1439.649169921875,
|
|
"completions/min_length": 85.0,
|
|
"completions/min_terminated_length": 85.0,
|
|
"entropy": 0.10516721134384473,
|
|
"epoch": 0.19826435246995994,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 1.948154781166584e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 725413280.0,
|
|
"reward": 0.7541065812110901,
|
|
"reward_std": 0.34785404801368713,
|
|
"rewards/TRLRewardAdapter/mean": 0.7541065216064453,
|
|
"rewards/TRLRewardAdapter/std": 0.34785404801368713,
|
|
"sampling/importance_sampling_ratio/max": 2.3593225479125977,
|
|
"sampling/importance_sampling_ratio/mean": 0.17629274725914001,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.5,
|
|
"sampling/sampling_logp_difference/mean": 0.015210035257041454,
|
|
"step": 297,
|
|
"step_time": 305.4411997089628
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02291666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9875.0,
|
|
"completions/mean_length": 2179.70849609375,
|
|
"completions/mean_terminated_length": 1996.2900390625,
|
|
"completions/min_length": 68.0,
|
|
"completions/min_terminated_length": 68.0,
|
|
"entropy": 0.10708245138327281,
|
|
"epoch": 0.19893190921228304,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 2.5069352229338365e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 727987624.0,
|
|
"reward": 0.6983985900878906,
|
|
"reward_std": 0.37873750925064087,
|
|
"rewards/TRLRewardAdapter/mean": 0.6983985304832458,
|
|
"rewards/TRLRewardAdapter/std": 0.37873753905296326,
|
|
"sampling/importance_sampling_ratio/max": 2.9625864028930664,
|
|
"sampling/importance_sampling_ratio/mean": 0.1818811297416687,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.134025573730469,
|
|
"sampling/sampling_logp_difference/mean": 0.015537147410213947,
|
|
"step": 298,
|
|
"step_time": 304.5043096371228
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.08125000447034836,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9910.0,
|
|
"completions/mean_length": 2375.72509765625,
|
|
"completions/mean_terminated_length": 1701.4693603515625,
|
|
"completions/min_length": 54.0,
|
|
"completions/min_terminated_length": 54.0,
|
|
"entropy": 0.09730868910749753,
|
|
"epoch": 0.19959946595460615,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 3.7104020135746155e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 730692864.0,
|
|
"reward": 0.6575818061828613,
|
|
"reward_std": 0.4202057719230652,
|
|
"rewards/TRLRewardAdapter/mean": 0.6575817465782166,
|
|
"rewards/TRLRewardAdapter/std": 0.4202057719230652,
|
|
"sampling/importance_sampling_ratio/max": 2.2161448001861572,
|
|
"sampling/importance_sampling_ratio/mean": 0.22500436007976532,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 18.25,
|
|
"sampling/sampling_logp_difference/mean": 0.013592058792710304,
|
|
"step": 299,
|
|
"step_time": 399.9799558450468
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9989.0,
|
|
"completions/mean_length": 1684.81884765625,
|
|
"completions/mean_terminated_length": 1579.563232421875,
|
|
"completions/min_length": 99.0,
|
|
"completions/min_terminated_length": 99.0,
|
|
"entropy": 0.10858343914151192,
|
|
"epoch": 0.20026702269692923,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0001306947133167222,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 732742034.0,
|
|
"reward": 0.7771788239479065,
|
|
"reward_std": 0.3245118260383606,
|
|
"rewards/TRLRewardAdapter/mean": 0.7771787643432617,
|
|
"rewards/TRLRewardAdapter/std": 0.3245118260383606,
|
|
"sampling/importance_sampling_ratio/max": 2.9473679065704346,
|
|
"sampling/importance_sampling_ratio/mean": 0.12557853758335114,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 16.68871307373047,
|
|
"sampling/sampling_logp_difference/mean": 0.015683284029364586,
|
|
"step": 300,
|
|
"step_time": 276.1945032570511
|
|
},
|
|
{
|
|
"epoch": 0.20026702269692923,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.017826086477093075,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9307.826086956522,
|
|
"eval_completions/mean_length": 1934.3262514860733,
|
|
"eval_completions/mean_terminated_length": 1788.2049507472825,
|
|
"eval_completions/min_length": 56.21739130434783,
|
|
"eval_completions/min_terminated_length": 56.21739130434783,
|
|
"eval_entropy": 0.13091751447190408,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 732742034.0,
|
|
"eval_reward": 0.7025077990863634,
|
|
"eval_reward_std": 0.37347308837849164,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.7025078094523886,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.37347308837849164,
|
|
"eval_runtime": 1410.1843,
|
|
"eval_samples_per_second": 3.238,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.6452701143596484,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.18183852278667947,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 10.120422891948534,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.0177623493111004,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 300
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0,
|
|
"completions/max_length": 7447.0,
|
|
"completions/max_terminated_length": 7447.0,
|
|
"completions/mean_length": 1112.1031494140625,
|
|
"completions/mean_terminated_length": 1112.1031494140625,
|
|
"completions/min_length": 78.0,
|
|
"completions/min_terminated_length": 78.0,
|
|
"entropy": 0.09371868272622426,
|
|
"epoch": 0.20093457943925233,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00013246752570666694,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 734349749.0,
|
|
"reward": 0.8718351125717163,
|
|
"reward_std": 0.1956755816936493,
|
|
"rewards/TRLRewardAdapter/mean": 0.8718350529670715,
|
|
"rewards/TRLRewardAdapter/std": 0.1956755816936493,
|
|
"sampling/importance_sampling_ratio/max": 2.257770538330078,
|
|
"sampling/importance_sampling_ratio/mean": 0.15717639029026031,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 39.0,
|
|
"sampling/sampling_logp_difference/mean": 0.013737666420638561,
|
|
"step": 301,
|
|
"step_time": 81.85522327700164
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07604166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9896.0,
|
|
"completions/mean_length": 1884.353271484375,
|
|
"completions/mean_terminated_length": 1216.436279296875,
|
|
"completions/min_length": 56.0,
|
|
"completions/min_terminated_length": 56.0,
|
|
"entropy": 0.09998659541209538,
|
|
"epoch": 0.20160213618157544,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00029079257122865737,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 736649032.0,
|
|
"reward": 0.7525711059570312,
|
|
"reward_std": 0.358489990234375,
|
|
"rewards/TRLRewardAdapter/mean": 0.7525710463523865,
|
|
"rewards/TRLRewardAdapter/std": 0.358489990234375,
|
|
"sampling/importance_sampling_ratio/max": 2.189220905303955,
|
|
"sampling/importance_sampling_ratio/mean": 0.18926319479942322,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 32.5,
|
|
"sampling/sampling_logp_difference/mean": 0.014394660480320454,
|
|
"step": 302,
|
|
"step_time": 348.260880479007
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02395833469927311,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9756.0,
|
|
"completions/mean_length": 1983.0084228515625,
|
|
"completions/mean_terminated_length": 1786.2198486328125,
|
|
"completions/min_length": 137.0,
|
|
"completions/min_terminated_length": 137.0,
|
|
"entropy": 0.1012981819609801,
|
|
"epoch": 0.20226969292389854,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.001048743020140143,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 738972400.0,
|
|
"reward": 0.700247585773468,
|
|
"reward_std": 0.37068191170692444,
|
|
"rewards/TRLRewardAdapter/mean": 0.700247585773468,
|
|
"rewards/TRLRewardAdapter/std": 0.37068191170692444,
|
|
"sampling/importance_sampling_ratio/max": 1.5652391910552979,
|
|
"sampling/importance_sampling_ratio/mean": 0.12927336990833282,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.517156600952148,
|
|
"sampling/sampling_logp_difference/mean": 0.014497852884232998,
|
|
"step": 303,
|
|
"step_time": 273.74277070420794
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07083334028720856,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9995.0,
|
|
"completions/mean_length": 2320.105224609375,
|
|
"completions/mean_terminated_length": 1734.6424560546875,
|
|
"completions/min_length": 82.0,
|
|
"completions/min_terminated_length": 82.0,
|
|
"entropy": 0.09457909936706226,
|
|
"epoch": 0.20293724966622162,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.210710890614191e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 741617589.0,
|
|
"reward": 0.738425612449646,
|
|
"reward_std": 0.36928844451904297,
|
|
"rewards/TRLRewardAdapter/mean": 0.7384255528450012,
|
|
"rewards/TRLRewardAdapter/std": 0.36928844451904297,
|
|
"sampling/importance_sampling_ratio/max": 1.7157522439956665,
|
|
"sampling/importance_sampling_ratio/mean": 0.14002734422683716,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 32.0,
|
|
"sampling/sampling_logp_difference/mean": 0.013515541329979897,
|
|
"step": 304,
|
|
"step_time": 395.5306137611624
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9565.0,
|
|
"completions/mean_length": 1593.3126220703125,
|
|
"completions/mean_terminated_length": 1405.303466796875,
|
|
"completions/min_length": 57.0,
|
|
"completions/min_terminated_length": 57.0,
|
|
"entropy": 0.0956262859205405,
|
|
"epoch": 0.20360480640854473,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00020498760185877775,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 743561057.0,
|
|
"reward": 0.7802461385726929,
|
|
"reward_std": 0.32869333028793335,
|
|
"rewards/TRLRewardAdapter/mean": 0.7802460789680481,
|
|
"rewards/TRLRewardAdapter/std": 0.32869333028793335,
|
|
"sampling/importance_sampling_ratio/max": 2.2061874866485596,
|
|
"sampling/importance_sampling_ratio/mean": 0.1362752616405487,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.705451965332031,
|
|
"sampling/sampling_logp_difference/mean": 0.013812852092087269,
|
|
"step": 305,
|
|
"step_time": 262.4923269440187
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05937500298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9997.0,
|
|
"completions/mean_length": 2047.486572265625,
|
|
"completions/mean_terminated_length": 1545.5006103515625,
|
|
"completions/min_length": 55.0,
|
|
"completions/min_terminated_length": 55.0,
|
|
"entropy": 0.0920707955956459,
|
|
"epoch": 0.20427236315086783,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0004168348191555049,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 745980884.0,
|
|
"reward": 0.7054135799407959,
|
|
"reward_std": 0.40979936718940735,
|
|
"rewards/TRLRewardAdapter/mean": 0.7054135799407959,
|
|
"rewards/TRLRewardAdapter/std": 0.40979936718940735,
|
|
"sampling/importance_sampling_ratio/max": 2.942514419555664,
|
|
"sampling/importance_sampling_ratio/mean": 0.240927055478096,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.75,
|
|
"sampling/sampling_logp_difference/mean": 0.013871627859771252,
|
|
"step": 306,
|
|
"step_time": 360.0371124398662
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9886.0,
|
|
"completions/mean_length": 1931.8646240234375,
|
|
"completions/mean_terminated_length": 1803.7989501953125,
|
|
"completions/min_length": 75.0,
|
|
"completions/min_terminated_length": 75.0,
|
|
"entropy": 0.10419184093674023,
|
|
"epoch": 0.2049399198931909,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00022004617447412007,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 748336018.0,
|
|
"reward": 0.6660276651382446,
|
|
"reward_std": 0.3975760042667389,
|
|
"rewards/TRLRewardAdapter/mean": 0.6660276651382446,
|
|
"rewards/TRLRewardAdapter/std": 0.3975760042667389,
|
|
"sampling/importance_sampling_ratio/max": 2.3010358810424805,
|
|
"sampling/importance_sampling_ratio/mean": 0.11421068012714386,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 58.20545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.014530137181282043,
|
|
"step": 307,
|
|
"step_time": 262.5047838008031
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0052083334885537624,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9906.0,
|
|
"completions/mean_length": 1851.6053466796875,
|
|
"completions/mean_terminated_length": 1808.9434814453125,
|
|
"completions/min_length": 76.0,
|
|
"completions/min_terminated_length": 76.0,
|
|
"entropy": 0.09615873048702876,
|
|
"epoch": 0.205607476635514,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0003722070010980717,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 750608631.0,
|
|
"reward": 0.7767348885536194,
|
|
"reward_std": 0.32986316084861755,
|
|
"rewards/TRLRewardAdapter/mean": 0.7767348885536194,
|
|
"rewards/TRLRewardAdapter/std": 0.32986316084861755,
|
|
"sampling/importance_sampling_ratio/max": 2.6345999240875244,
|
|
"sampling/importance_sampling_ratio/mean": 0.167377308011055,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 31.5,
|
|
"sampling/sampling_logp_difference/mean": 0.014032064937055111,
|
|
"step": 308,
|
|
"step_time": 253.12095715885516
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9941.0,
|
|
"completions/mean_length": 2546.85009765625,
|
|
"completions/mean_terminated_length": 2264.8388671875,
|
|
"completions/min_length": 73.0,
|
|
"completions/min_terminated_length": 73.0,
|
|
"entropy": 0.11821780602137248,
|
|
"epoch": 0.20627503337783712,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 1.3170496800687292e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 753490055.0,
|
|
"reward": 0.5404131412506104,
|
|
"reward_std": 0.4172389805316925,
|
|
"rewards/TRLRewardAdapter/mean": 0.5404130816459656,
|
|
"rewards/TRLRewardAdapter/std": 0.41723892092704773,
|
|
"sampling/importance_sampling_ratio/max": 1.4580450057983398,
|
|
"sampling/importance_sampling_ratio/mean": 0.09388913959264755,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.25,
|
|
"sampling/sampling_logp_difference/mean": 0.01564604975283146,
|
|
"step": 309,
|
|
"step_time": 338.82647415890824
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00937500037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9204.0,
|
|
"completions/mean_length": 1561.7032470703125,
|
|
"completions/mean_terminated_length": 1481.8453369140625,
|
|
"completions/min_length": 60.0,
|
|
"completions/min_terminated_length": 60.0,
|
|
"entropy": 0.09929702803492546,
|
|
"epoch": 0.20694259012016022,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00015564302285773807,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0009,
|
|
"num_tokens": 755467946.0,
|
|
"reward": 0.7591413259506226,
|
|
"reward_std": 0.3384576141834259,
|
|
"rewards/TRLRewardAdapter/mean": 0.7591412663459778,
|
|
"rewards/TRLRewardAdapter/std": 0.3384576141834259,
|
|
"sampling/importance_sampling_ratio/max": 1.520285725593567,
|
|
"sampling/importance_sampling_ratio/mean": 0.1691083461046219,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.469564437866211,
|
|
"sampling/sampling_logp_difference/mean": 0.01402970403432846,
|
|
"step": 310,
|
|
"step_time": 186.12574516504537
|
|
},
|
|
{
|
|
"epoch": 0.20694259012016022,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.019130434112056442,
|
|
"eval_completions/max_length": 9998.695652173914,
|
|
"eval_completions/max_terminated_length": 9656.347826086956,
|
|
"eval_completions/mean_length": 1941.7601796025815,
|
|
"eval_completions/mean_terminated_length": 1784.7737453294837,
|
|
"eval_completions/min_length": 54.65217391304348,
|
|
"eval_completions/min_terminated_length": 54.65217391304348,
|
|
"eval_entropy": 0.1298241498677627,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 755467946.0,
|
|
"eval_reward": 0.699274682480356,
|
|
"eval_reward_std": 0.3730618513148764,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6992747006209,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3730618513148764,
|
|
"eval_runtime": 1422.5284,
|
|
"eval_samples_per_second": 3.21,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.8323951441308726,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.1845878109983776,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 9.193245276160862,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.017426891900275066,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 310
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01979166828095913,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9944.0,
|
|
"completions/mean_length": 2560.97412109375,
|
|
"completions/mean_terminated_length": 2410.7705078125,
|
|
"completions/min_length": 163.0,
|
|
"completions/min_terminated_length": 163.0,
|
|
"entropy": 0.09950154026349385,
|
|
"epoch": 0.2076101468624833,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.0510773452327364e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 758345809.0,
|
|
"reward": 0.6829601526260376,
|
|
"reward_std": 0.3658391237258911,
|
|
"rewards/TRLRewardAdapter/mean": 0.6829601526260376,
|
|
"rewards/TRLRewardAdapter/std": 0.3658391237258911,
|
|
"sampling/importance_sampling_ratio/max": 2.1477506160736084,
|
|
"sampling/importance_sampling_ratio/mean": 0.10449697077274323,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01412828266620636,
|
|
"step": 311,
|
|
"step_time": 331.5604370579822
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9782.0,
|
|
"completions/mean_length": 1769.6334228515625,
|
|
"completions/mean_terminated_length": 1612.365234375,
|
|
"completions/min_length": 65.0,
|
|
"completions/min_terminated_length": 65.0,
|
|
"entropy": 0.10397279510895412,
|
|
"epoch": 0.2082777036048064,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0001187376250047252,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 760422065.0,
|
|
"reward": 0.7353810667991638,
|
|
"reward_std": 0.36850106716156006,
|
|
"rewards/TRLRewardAdapter/mean": 0.735381007194519,
|
|
"rewards/TRLRewardAdapter/std": 0.36850106716156006,
|
|
"sampling/importance_sampling_ratio/max": 2.435037851333618,
|
|
"sampling/importance_sampling_ratio/mean": 0.12392375618219376,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.889067649841309,
|
|
"sampling/sampling_logp_difference/mean": 0.014994464814662933,
|
|
"step": 312,
|
|
"step_time": 243.5100998210255
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9441.0,
|
|
"completions/mean_length": 1501.737548828125,
|
|
"completions/mean_terminated_length": 1492.8759765625,
|
|
"completions/min_length": 66.0,
|
|
"completions/min_terminated_length": 66.0,
|
|
"entropy": 0.10231960068146388,
|
|
"epoch": 0.2089452603471295,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.958686305581468e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 762337173.0,
|
|
"reward": 0.7210914492607117,
|
|
"reward_std": 0.3631596863269806,
|
|
"rewards/TRLRewardAdapter/mean": 0.7210913896560669,
|
|
"rewards/TRLRewardAdapter/std": 0.3631596565246582,
|
|
"sampling/importance_sampling_ratio/max": 2.6292572021484375,
|
|
"sampling/importance_sampling_ratio/mean": 0.16656053066253662,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.0361480712890625,
|
|
"sampling/sampling_logp_difference/mean": 0.01455700397491455,
|
|
"step": 313,
|
|
"step_time": 222.82447400409728
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04895833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9998.0,
|
|
"completions/mean_length": 1930.7781982421875,
|
|
"completions/mean_terminated_length": 1515.3856201171875,
|
|
"completions/min_length": 62.0,
|
|
"completions/min_terminated_length": 62.0,
|
|
"entropy": 0.0883619524538517,
|
|
"epoch": 0.2096128170894526,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00013984736742912832,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 764668032.0,
|
|
"reward": 0.7929713129997253,
|
|
"reward_std": 0.3021608293056488,
|
|
"rewards/TRLRewardAdapter/mean": 0.7929713129997253,
|
|
"rewards/TRLRewardAdapter/std": 0.3021608293056488,
|
|
"sampling/importance_sampling_ratio/max": 1.8746856451034546,
|
|
"sampling/importance_sampling_ratio/mean": 0.18686965107917786,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.705451965332031,
|
|
"sampling/sampling_logp_difference/mean": 0.012704277411103249,
|
|
"step": 314,
|
|
"step_time": 392.83745688502677
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.09479167312383652,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9839.0,
|
|
"completions/mean_length": 2616.92626953125,
|
|
"completions/mean_terminated_length": 1843.7847900390625,
|
|
"completions/min_length": 109.0,
|
|
"completions/min_terminated_length": 109.0,
|
|
"entropy": 0.09777299066384633,
|
|
"epoch": 0.2102803738317757,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 9.685042278455952e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 767651161.0,
|
|
"reward": 0.679030179977417,
|
|
"reward_std": 0.3740423321723938,
|
|
"rewards/TRLRewardAdapter/mean": 0.679030179977417,
|
|
"rewards/TRLRewardAdapter/std": 0.3740423321723938,
|
|
"sampling/importance_sampling_ratio/max": 2.079751491546631,
|
|
"sampling/importance_sampling_ratio/mean": 0.11346697807312012,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.5,
|
|
"sampling/sampling_logp_difference/mean": 0.013860500417649746,
|
|
"step": 315,
|
|
"step_time": 395.29386340873316
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.008333333767950535,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9690.0,
|
|
"completions/mean_length": 1713.55419921875,
|
|
"completions/mean_terminated_length": 1643.9202880859375,
|
|
"completions/min_length": 49.0,
|
|
"completions/min_terminated_length": 49.0,
|
|
"entropy": 0.10366478934884071,
|
|
"epoch": 0.2109479305740988,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 4.747062514414401e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 769718637.0,
|
|
"reward": 0.7644399404525757,
|
|
"reward_std": 0.34488967061042786,
|
|
"rewards/TRLRewardAdapter/mean": 0.7644398808479309,
|
|
"rewards/TRLRewardAdapter/std": 0.34488967061042786,
|
|
"sampling/importance_sampling_ratio/max": 2.1799259185791016,
|
|
"sampling/importance_sampling_ratio/mean": 0.17290851473808289,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 22.75,
|
|
"sampling/sampling_logp_difference/mean": 0.01463338453322649,
|
|
"step": 316,
|
|
"step_time": 203.72274958493654
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04062500223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9868.0,
|
|
"completions/mean_length": 2444.30322265625,
|
|
"completions/mean_terminated_length": 2124.355224609375,
|
|
"completions/min_length": 40.0,
|
|
"completions/min_terminated_length": 40.0,
|
|
"entropy": 0.11091287558277448,
|
|
"epoch": 0.2116154873164219,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 3.0180620529934608e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 772515824.0,
|
|
"reward": 0.6883836388587952,
|
|
"reward_std": 0.3832058608531952,
|
|
"rewards/TRLRewardAdapter/mean": 0.6883836388587952,
|
|
"rewards/TRLRewardAdapter/std": 0.3832058012485504,
|
|
"sampling/importance_sampling_ratio/max": 1.9734209775924683,
|
|
"sampling/importance_sampling_ratio/mean": 0.10358522087335587,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 48.05926513671875,
|
|
"sampling/sampling_logp_difference/mean": 0.015416703186929226,
|
|
"step": 317,
|
|
"step_time": 358.7336107851006
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04270833730697632,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9943.0,
|
|
"completions/mean_length": 1754.38232421875,
|
|
"completions/mean_terminated_length": 1386.5146484375,
|
|
"completions/min_length": 57.0,
|
|
"completions/min_terminated_length": 57.0,
|
|
"entropy": 0.0965503379702568,
|
|
"epoch": 0.21228304405874499,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00031549588426241427,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 774682111.0,
|
|
"reward": 0.7829747200012207,
|
|
"reward_std": 0.3300350606441498,
|
|
"rewards/TRLRewardAdapter/mean": 0.7829746603965759,
|
|
"rewards/TRLRewardAdapter/std": 0.3300350606441498,
|
|
"sampling/importance_sampling_ratio/max": 2.037757396697998,
|
|
"sampling/importance_sampling_ratio/mean": 0.17959393560886383,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 35.639068603515625,
|
|
"sampling/sampling_logp_difference/mean": 0.013918578624725342,
|
|
"step": 318,
|
|
"step_time": 283.367317216238
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0031250002793967724,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9826.0,
|
|
"completions/mean_length": 1550.0865478515625,
|
|
"completions/mean_terminated_length": 1523.59765625,
|
|
"completions/min_length": 142.0,
|
|
"completions/min_terminated_length": 142.0,
|
|
"entropy": 0.08609992886583011,
|
|
"epoch": 0.2129506008010681,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 3.964720282258147e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 776572658.0,
|
|
"reward": 0.8225895762443542,
|
|
"reward_std": 0.2649379372596741,
|
|
"rewards/TRLRewardAdapter/mean": 0.8225895762443542,
|
|
"rewards/TRLRewardAdapter/std": 0.2649379074573517,
|
|
"sampling/importance_sampling_ratio/max": 2.674725294113159,
|
|
"sampling/importance_sampling_ratio/mean": 0.12616734206676483,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.112422943115234,
|
|
"sampling/sampling_logp_difference/mean": 0.012735745869576931,
|
|
"step": 319,
|
|
"step_time": 185.1704116249457
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04583333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9930.0,
|
|
"completions/mean_length": 2612.95849609375,
|
|
"completions/mean_terminated_length": 2258.122314453125,
|
|
"completions/min_length": 124.0,
|
|
"completions/min_terminated_length": 124.0,
|
|
"entropy": 0.10868696868419647,
|
|
"epoch": 0.2136181575433912,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00021411950827535475,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 779569066.0,
|
|
"reward": 0.6923909187316895,
|
|
"reward_std": 0.36985573172569275,
|
|
"rewards/TRLRewardAdapter/mean": 0.6923908591270447,
|
|
"rewards/TRLRewardAdapter/std": 0.36985573172569275,
|
|
"sampling/importance_sampling_ratio/max": 2.267881393432617,
|
|
"sampling/importance_sampling_ratio/mean": 0.0952213928103447,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 31.25,
|
|
"sampling/sampling_logp_difference/mean": 0.015212601982057095,
|
|
"step": 320,
|
|
"step_time": 395.47266579500865
|
|
},
|
|
{
|
|
"epoch": 0.2136181575433912,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.019999999552965164,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9365.217391304348,
|
|
"eval_completions/mean_length": 1741.158012058424,
|
|
"eval_completions/mean_terminated_length": 1572.327827785326,
|
|
"eval_completions/min_length": 51.04347826086956,
|
|
"eval_completions/min_terminated_length": 51.04347826086956,
|
|
"eval_entropy": 0.12628621316474417,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 779569066.0,
|
|
"eval_reward": 0.6963908154031505,
|
|
"eval_reward_std": 0.3840089595836142,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6963908231776693,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.3840089634708736,
|
|
"eval_runtime": 1403.0768,
|
|
"eval_samples_per_second": 3.254,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.6757786429446677,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.21752562276695087,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 9.25979443218397,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.017025981827274612,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 320
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05416667088866234,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9939.0,
|
|
"completions/mean_length": 3102.237548828125,
|
|
"completions/mean_terminated_length": 2707.21142578125,
|
|
"completions/min_length": 128.0,
|
|
"completions/min_terminated_length": 128.0,
|
|
"entropy": 0.1187516413629055,
|
|
"epoch": 0.21428571428571427,
|
|
"frac_reward_zero_std": 0.20000001788139343,
|
|
"grad_norm": 1.7206840979941895e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 783035374.0,
|
|
"reward": 0.5158903002738953,
|
|
"reward_std": 0.44454652070999146,
|
|
"rewards/TRLRewardAdapter/mean": 0.5158902406692505,
|
|
"rewards/TRLRewardAdapter/std": 0.44454649090766907,
|
|
"sampling/importance_sampling_ratio/max": 1.7050336599349976,
|
|
"sampling/importance_sampling_ratio/mean": 0.07478219270706177,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 34.1461067199707,
|
|
"sampling/sampling_logp_difference/mean": 0.016480354592204094,
|
|
"step": 321,
|
|
"step_time": 324.33244097582065
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9921.0,
|
|
"completions/mean_length": 2024.2427978515625,
|
|
"completions/mean_terminated_length": 1793.432861328125,
|
|
"completions/min_length": 62.0,
|
|
"completions/min_terminated_length": 62.0,
|
|
"entropy": 0.10391741742690404,
|
|
"epoch": 0.21495327102803738,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 4.20750428940982e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 785514423.0,
|
|
"reward": 0.7526126503944397,
|
|
"reward_std": 0.33708491921424866,
|
|
"rewards/TRLRewardAdapter/mean": 0.7526126503944397,
|
|
"rewards/TRLRewardAdapter/std": 0.33708491921424866,
|
|
"sampling/importance_sampling_ratio/max": 1.5544379949569702,
|
|
"sampling/importance_sampling_ratio/mean": 0.1203264445066452,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.705451965332031,
|
|
"sampling/sampling_logp_difference/mean": 0.014918230473995209,
|
|
"step": 322,
|
|
"step_time": 325.5981641468825
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07083334028720856,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9897.0,
|
|
"completions/mean_length": 2631.17822265625,
|
|
"completions/mean_terminated_length": 2069.429443359375,
|
|
"completions/min_length": 62.0,
|
|
"completions/min_terminated_length": 62.0,
|
|
"entropy": 0.09168566639224689,
|
|
"epoch": 0.21562082777036048,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.00016550270254905275,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 788501858.0,
|
|
"reward": 0.6590148210525513,
|
|
"reward_std": 0.4105294942855835,
|
|
"rewards/TRLRewardAdapter/mean": 0.6590147614479065,
|
|
"rewards/TRLRewardAdapter/std": 0.4105294346809387,
|
|
"sampling/importance_sampling_ratio/max": 2.3580141067504883,
|
|
"sampling/importance_sampling_ratio/mean": 0.1690845787525177,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 31.406776428222656,
|
|
"sampling/sampling_logp_difference/mean": 0.013228707015514374,
|
|
"step": 323,
|
|
"step_time": 358.2171625409974
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03541667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9991.0,
|
|
"completions/mean_length": 2270.77099609375,
|
|
"completions/mean_terminated_length": 1986.9761962890625,
|
|
"completions/min_length": 72.0,
|
|
"completions/min_terminated_length": 72.0,
|
|
"entropy": 0.10941057528058688,
|
|
"epoch": 0.2162883845126836,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 2.9769739436933876e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 791104966.0,
|
|
"reward": 0.6710265874862671,
|
|
"reward_std": 0.4001048803329468,
|
|
"rewards/TRLRewardAdapter/mean": 0.6710265278816223,
|
|
"rewards/TRLRewardAdapter/std": 0.4001048803329468,
|
|
"sampling/importance_sampling_ratio/max": 2.1252901554107666,
|
|
"sampling/importance_sampling_ratio/mean": 0.16682331264019012,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 46.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01496621873229742,
|
|
"step": 324,
|
|
"step_time": 265.1962076300988
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9983.0,
|
|
"completions/mean_length": 1693.3489990234375,
|
|
"completions/mean_terminated_length": 1379.0433349609375,
|
|
"completions/min_length": 68.0,
|
|
"completions/min_terminated_length": 68.0,
|
|
"entropy": 0.10158506159981091,
|
|
"epoch": 0.21695594125500667,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.000431559373954973,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 793144213.0,
|
|
"reward": 0.7488828897476196,
|
|
"reward_std": 0.377636194229126,
|
|
"rewards/TRLRewardAdapter/mean": 0.7488828897476196,
|
|
"rewards/TRLRewardAdapter/std": 0.377636194229126,
|
|
"sampling/importance_sampling_ratio/max": 2.0246670246124268,
|
|
"sampling/importance_sampling_ratio/mean": 0.1878536492586136,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 52.326438903808594,
|
|
"sampling/sampling_logp_difference/mean": 0.014406590722501278,
|
|
"step": 325,
|
|
"step_time": 238.46075395378284
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01458333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9746.0,
|
|
"completions/mean_length": 1836.8958740234375,
|
|
"completions/mean_terminated_length": 1716.0887451171875,
|
|
"completions/min_length": 89.0,
|
|
"completions/min_terminated_length": 89.0,
|
|
"entropy": 0.10838529591759045,
|
|
"epoch": 0.21762349799732977,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 4.2027703643942926e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 795350289.0,
|
|
"reward": 0.7370970845222473,
|
|
"reward_std": 0.36484524607658386,
|
|
"rewards/TRLRewardAdapter/mean": 0.7370970249176025,
|
|
"rewards/TRLRewardAdapter/std": 0.36484524607658386,
|
|
"sampling/importance_sampling_ratio/max": 2.2141005992889404,
|
|
"sampling/importance_sampling_ratio/mean": 0.16093119978904724,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 22.59498405456543,
|
|
"sampling/sampling_logp_difference/mean": 0.015358611941337585,
|
|
"step": 326,
|
|
"step_time": 226.44723719719332
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0052083334885537624,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9296.0,
|
|
"completions/mean_length": 1421.919921875,
|
|
"completions/mean_terminated_length": 1377.0084228515625,
|
|
"completions/min_length": 70.0,
|
|
"completions/min_terminated_length": 70.0,
|
|
"entropy": 0.10490456223487854,
|
|
"epoch": 0.21829105473965288,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0004407370645107769,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 797148740.0,
|
|
"reward": 0.754063606262207,
|
|
"reward_std": 0.34642475843429565,
|
|
"rewards/TRLRewardAdapter/mean": 0.7540635466575623,
|
|
"rewards/TRLRewardAdapter/std": 0.34642475843429565,
|
|
"sampling/importance_sampling_ratio/max": 2.067284345626831,
|
|
"sampling/importance_sampling_ratio/mean": 0.1551162451505661,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.281775951385498,
|
|
"sampling/sampling_logp_difference/mean": 0.014844253659248352,
|
|
"step": 327,
|
|
"step_time": 187.4237482282333
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07083334028720856,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9979.0,
|
|
"completions/mean_length": 2206.003173828125,
|
|
"completions/mean_terminated_length": 1611.842041015625,
|
|
"completions/min_length": 70.0,
|
|
"completions/min_terminated_length": 70.0,
|
|
"entropy": 0.10141642019152641,
|
|
"epoch": 0.21895861148197596,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0005475368184976881,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 799665799.0,
|
|
"reward": 0.7140475511550903,
|
|
"reward_std": 0.37346190214157104,
|
|
"rewards/TRLRewardAdapter/mean": 0.7140474915504456,
|
|
"rewards/TRLRewardAdapter/std": 0.37346187233924866,
|
|
"sampling/importance_sampling_ratio/max": 1.612217664718628,
|
|
"sampling/importance_sampling_ratio/mean": 0.19139894843101501,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.887245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.014350979588925838,
|
|
"step": 328,
|
|
"step_time": 375.65703316906
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04062500223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9435.0,
|
|
"completions/mean_length": 2002.13134765625,
|
|
"completions/mean_terminated_length": 1663.4593505859375,
|
|
"completions/min_length": 57.0,
|
|
"completions/min_terminated_length": 57.0,
|
|
"entropy": 0.1059787670771281,
|
|
"epoch": 0.21962616822429906,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0004153217141021022,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0003,
|
|
"num_tokens": 802074629.0,
|
|
"reward": 0.6841700673103333,
|
|
"reward_std": 0.4027036428451538,
|
|
"rewards/TRLRewardAdapter/mean": 0.6841700077056885,
|
|
"rewards/TRLRewardAdapter/std": 0.4027036428451538,
|
|
"sampling/importance_sampling_ratio/max": 2.3738980293273926,
|
|
"sampling/importance_sampling_ratio/mean": 0.12649157643318176,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.598222255706787,
|
|
"sampling/sampling_logp_difference/mean": 0.01447667833417654,
|
|
"step": 329,
|
|
"step_time": 346.02976318006404
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.010416666977107525,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9834.0,
|
|
"completions/mean_length": 1577.63232421875,
|
|
"completions/mean_terminated_length": 1488.9757080078125,
|
|
"completions/min_length": 63.0,
|
|
"completions/min_terminated_length": 63.0,
|
|
"entropy": 0.10453488181034724,
|
|
"epoch": 0.22029372496662217,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0001921543093676613,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 803990820.0,
|
|
"reward": 0.8119446039199829,
|
|
"reward_std": 0.30548205971717834,
|
|
"rewards/TRLRewardAdapter/mean": 0.8119446039199829,
|
|
"rewards/TRLRewardAdapter/std": 0.30548205971717834,
|
|
"sampling/importance_sampling_ratio/max": 2.7707951068878174,
|
|
"sampling/importance_sampling_ratio/mean": 0.1526930332183838,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.969564437866211,
|
|
"sampling/sampling_logp_difference/mean": 0.01512165553867817,
|
|
"step": 330,
|
|
"step_time": 297.1410278099356
|
|
},
|
|
{
|
|
"epoch": 0.22029372496662217,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.022608694863384186,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9196.869565217392,
|
|
"eval_completions/mean_length": 1679.4401696246603,
|
|
"eval_completions/mean_terminated_length": 1487.0829441236413,
|
|
"eval_completions/min_length": 46.21739130434783,
|
|
"eval_completions/min_terminated_length": 46.21739130434783,
|
|
"eval_entropy": 0.13093598672877188,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 803990820.0,
|
|
"eval_reward": 0.6885355296342269,
|
|
"eval_reward_std": 0.3920143881569738,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6885355503662772,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.39201438945272693,
|
|
"eval_runtime": 1411.7792,
|
|
"eval_samples_per_second": 3.234,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.8152945819108381,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.24847112790397977,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 9.598424828570822,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.017497203596260235,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 330
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9906.0,
|
|
"completions/mean_length": 1711.181396484375,
|
|
"completions/mean_terminated_length": 1693.8768310546875,
|
|
"completions/min_length": 66.0,
|
|
"completions/min_terminated_length": 66.0,
|
|
"entropy": 0.11430738990505536,
|
|
"epoch": 0.22096128170894527,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0005167956280475763,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 806146354.0,
|
|
"reward": 0.7947856187820435,
|
|
"reward_std": 0.297523558139801,
|
|
"rewards/TRLRewardAdapter/mean": 0.7947855591773987,
|
|
"rewards/TRLRewardAdapter/std": 0.297523558139801,
|
|
"sampling/importance_sampling_ratio/max": 2.1497926712036133,
|
|
"sampling/importance_sampling_ratio/mean": 0.14952746033668518,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.25,
|
|
"sampling/sampling_logp_difference/mean": 0.016129275783896446,
|
|
"step": 331,
|
|
"step_time": 249.90913660498336
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01666666753590107,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9775.0,
|
|
"completions/mean_length": 1953.924072265625,
|
|
"completions/mean_terminated_length": 1817.5498046875,
|
|
"completions/min_length": 75.0,
|
|
"completions/min_terminated_length": 75.0,
|
|
"entropy": 0.11262395853797595,
|
|
"epoch": 0.22162883845126835,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0003006793659117356,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0006,
|
|
"num_tokens": 808488457.0,
|
|
"reward": 0.6723732352256775,
|
|
"reward_std": 0.40506666898727417,
|
|
"rewards/TRLRewardAdapter/mean": 0.6723731756210327,
|
|
"rewards/TRLRewardAdapter/std": 0.4050666391849518,
|
|
"sampling/importance_sampling_ratio/max": 1.9856936931610107,
|
|
"sampling/importance_sampling_ratio/mean": 0.21119622886180878,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.892158508300781,
|
|
"sampling/sampling_logp_difference/mean": 0.01616116426885128,
|
|
"step": 332,
|
|
"step_time": 298.74203094490804
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05625000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9916.0,
|
|
"completions/mean_length": 1687.7396240234375,
|
|
"completions/mean_terminated_length": 1192.306884765625,
|
|
"completions/min_length": 105.0,
|
|
"completions/min_terminated_length": 105.0,
|
|
"entropy": 0.09616716330250104,
|
|
"epoch": 0.22229639519359146,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00010364927991924652,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 810543951.0,
|
|
"reward": 0.7872012257575989,
|
|
"reward_std": 0.3322116732597351,
|
|
"rewards/TRLRewardAdapter/mean": 0.7872011661529541,
|
|
"rewards/TRLRewardAdapter/std": 0.3322116732597351,
|
|
"sampling/importance_sampling_ratio/max": 2.039047956466675,
|
|
"sampling/importance_sampling_ratio/mean": 0.1671074628829956,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 40.748069763183594,
|
|
"sampling/sampling_logp_difference/mean": 0.013727816753089428,
|
|
"step": 333,
|
|
"step_time": 383.27524130709935
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.013541667722165585,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9488.0,
|
|
"completions/mean_length": 1716.2177734375,
|
|
"completions/mean_terminated_length": 1602.5015869140625,
|
|
"completions/min_length": 50.0,
|
|
"completions/min_terminated_length": 50.0,
|
|
"entropy": 0.1110846425096194,
|
|
"epoch": 0.22296395193591456,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0001384592288489382,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 812634048.0,
|
|
"reward": 0.787259578704834,
|
|
"reward_std": 0.31135186553001404,
|
|
"rewards/TRLRewardAdapter/mean": 0.7872595191001892,
|
|
"rewards/TRLRewardAdapter/std": 0.3113518953323364,
|
|
"sampling/importance_sampling_ratio/max": 1.4319279193878174,
|
|
"sampling/importance_sampling_ratio/mean": 0.156551331281662,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.601531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.015573202632367611,
|
|
"step": 334,
|
|
"step_time": 201.59245887724683
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0052083334885537624,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9697.0,
|
|
"completions/mean_length": 1925.2115478515625,
|
|
"completions/mean_terminated_length": 1882.93505859375,
|
|
"completions/min_length": 138.0,
|
|
"completions/min_terminated_length": 138.0,
|
|
"entropy": 0.128117007513841,
|
|
"epoch": 0.22363150867823764,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00010501669688507905,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0022,
|
|
"num_tokens": 814901259.0,
|
|
"reward": 0.7323259115219116,
|
|
"reward_std": 0.3214132785797119,
|
|
"rewards/TRLRewardAdapter/mean": 0.7323258519172668,
|
|
"rewards/TRLRewardAdapter/std": 0.3214132785797119,
|
|
"sampling/importance_sampling_ratio/max": 2.5492923259735107,
|
|
"sampling/importance_sampling_ratio/mean": 0.1458236426115036,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.356596946716309,
|
|
"sampling/sampling_logp_difference/mean": 0.016979176551103592,
|
|
"step": 335,
|
|
"step_time": 158.91421883902512
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9898.0,
|
|
"completions/mean_length": 2163.822021484375,
|
|
"completions/mean_terminated_length": 1867.31787109375,
|
|
"completions/min_length": 63.0,
|
|
"completions/min_terminated_length": 63.0,
|
|
"entropy": 0.12343500802914302,
|
|
"epoch": 0.22429906542056074,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.0731499749527445e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 817474240.0,
|
|
"reward": 0.7099234461784363,
|
|
"reward_std": 0.38396117091178894,
|
|
"rewards/TRLRewardAdapter/mean": 0.7099234461784363,
|
|
"rewards/TRLRewardAdapter/std": 0.38396117091178894,
|
|
"sampling/importance_sampling_ratio/max": 2.393326759338379,
|
|
"sampling/importance_sampling_ratio/mean": 0.16618125140666962,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 48.53517150878906,
|
|
"sampling/sampling_logp_difference/mean": 0.0171926561743021,
|
|
"step": 336,
|
|
"step_time": 256.6471797480481
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02291666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9765.0,
|
|
"completions/mean_length": 1546.9927978515625,
|
|
"completions/mean_terminated_length": 1348.734619140625,
|
|
"completions/min_length": 53.0,
|
|
"completions/min_terminated_length": 53.0,
|
|
"entropy": 0.1023904134829839,
|
|
"epoch": 0.22496662216288385,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0001975264045911629,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 819409209.0,
|
|
"reward": 0.812597393989563,
|
|
"reward_std": 0.2929944097995758,
|
|
"rewards/TRLRewardAdapter/mean": 0.8125973343849182,
|
|
"rewards/TRLRewardAdapter/std": 0.2929944396018982,
|
|
"sampling/importance_sampling_ratio/max": 2.168818235397339,
|
|
"sampling/importance_sampling_ratio/mean": 0.1937912404537201,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.25,
|
|
"sampling/sampling_logp_difference/mean": 0.014927709475159645,
|
|
"step": 337,
|
|
"step_time": 329.90549651382025
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9967.0,
|
|
"completions/mean_length": 2678.55322265625,
|
|
"completions/mean_terminated_length": 2335.2353515625,
|
|
"completions/min_length": 81.0,
|
|
"completions/min_terminated_length": 81.0,
|
|
"entropy": 0.11772703255216281,
|
|
"epoch": 0.22563417890520696,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00021839811716180073,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 822502956.0,
|
|
"reward": 0.6325283646583557,
|
|
"reward_std": 0.4135013520717621,
|
|
"rewards/TRLRewardAdapter/mean": 0.6325283050537109,
|
|
"rewards/TRLRewardAdapter/std": 0.4135013520717621,
|
|
"sampling/importance_sampling_ratio/max": 1.9407854080200195,
|
|
"sampling/importance_sampling_ratio/mean": 0.1388053297996521,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.5625,
|
|
"sampling/sampling_logp_difference/mean": 0.016517939046025276,
|
|
"step": 338,
|
|
"step_time": 345.7666780540021
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9887.0,
|
|
"completions/mean_length": 1604.557373046875,
|
|
"completions/mean_terminated_length": 1370.8511962890625,
|
|
"completions/min_length": 55.0,
|
|
"completions/min_terminated_length": 55.0,
|
|
"entropy": 0.10546848053733508,
|
|
"epoch": 0.22630173564753003,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0001395289057905417,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 824492579.0,
|
|
"reward": 0.7647187113761902,
|
|
"reward_std": 0.34906792640686035,
|
|
"rewards/TRLRewardAdapter/mean": 0.7647187113761902,
|
|
"rewards/TRLRewardAdapter/std": 0.34906789660453796,
|
|
"sampling/importance_sampling_ratio/max": 2.340996026992798,
|
|
"sampling/importance_sampling_ratio/mean": 0.22360830008983612,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01473576482385397,
|
|
"step": 339,
|
|
"step_time": 309.51778552588075
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9999.0,
|
|
"completions/mean_length": 2145.25,
|
|
"completions/mean_terminated_length": 1776.9246826171875,
|
|
"completions/min_length": 50.0,
|
|
"completions/min_terminated_length": 50.0,
|
|
"entropy": 0.10379100839296977,
|
|
"epoch": 0.22696929238985314,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0002664844517591628,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0008,
|
|
"num_tokens": 827009107.0,
|
|
"reward": 0.6698890328407288,
|
|
"reward_std": 0.39395618438720703,
|
|
"rewards/TRLRewardAdapter/mean": 0.6698890328407288,
|
|
"rewards/TRLRewardAdapter/std": 0.39395618438720703,
|
|
"sampling/importance_sampling_ratio/max": 1.712769865989685,
|
|
"sampling/importance_sampling_ratio/mean": 0.20941023528575897,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 21.25,
|
|
"sampling/sampling_logp_difference/mean": 0.014570489525794983,
|
|
"step": 340,
|
|
"step_time": 341.01591805613134
|
|
},
|
|
{
|
|
"epoch": 0.22696929238985314,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.019565216994479946,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8925.0,
|
|
"eval_completions/mean_length": 1363.6088761039402,
|
|
"eval_completions/mean_terminated_length": 1191.3130970830503,
|
|
"eval_completions/min_length": 44.26086956521739,
|
|
"eval_completions/min_terminated_length": 44.26086956521739,
|
|
"eval_entropy": 0.1363375164244486,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 827009107.0,
|
|
"eval_reward": 0.6686303745145383,
|
|
"eval_reward_std": 0.4147705370965211,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.668630397838095,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4147705370965211,
|
|
"eval_runtime": 1403.4429,
|
|
"eval_samples_per_second": 3.253,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.9660521071890127,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.33457874603893445,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 9.299169146496316,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.01806003705638906,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 340
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9757.0,
|
|
"completions/mean_length": 2377.42626953125,
|
|
"completions/mean_terminated_length": 2080.442626953125,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.12293744459748268,
|
|
"epoch": 0.22763684913217624,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 5.679476607830292e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 829715692.0,
|
|
"reward": 0.6453534960746765,
|
|
"reward_std": 0.39842161536216736,
|
|
"rewards/TRLRewardAdapter/mean": 0.6453534364700317,
|
|
"rewards/TRLRewardAdapter/std": 0.39842161536216736,
|
|
"sampling/importance_sampling_ratio/max": 1.3500069379806519,
|
|
"sampling/importance_sampling_ratio/mean": 0.11502180248498917,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 40.656776428222656,
|
|
"sampling/sampling_logp_difference/mean": 0.016479311510920525,
|
|
"step": 341,
|
|
"step_time": 287.44653078797273
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05000000447034836,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9993.0,
|
|
"completions/mean_length": 1818.904296875,
|
|
"completions/mean_terminated_length": 1388.3201904296875,
|
|
"completions/min_length": 80.0,
|
|
"completions/min_terminated_length": 80.0,
|
|
"entropy": 0.10970323160290718,
|
|
"epoch": 0.22830440587449932,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00023423856694939447,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 831900656.0,
|
|
"reward": 0.7314399480819702,
|
|
"reward_std": 0.38275906443595886,
|
|
"rewards/TRLRewardAdapter/mean": 0.7314398884773254,
|
|
"rewards/TRLRewardAdapter/std": 0.3827590346336365,
|
|
"sampling/importance_sampling_ratio/max": 1.4386348724365234,
|
|
"sampling/importance_sampling_ratio/mean": 0.19588816165924072,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 62.0,
|
|
"sampling/sampling_logp_difference/mean": 0.014873548410832882,
|
|
"step": 342,
|
|
"step_time": 376.3740388189908
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03958333656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9916.0,
|
|
"completions/mean_length": 2138.736572265625,
|
|
"completions/mean_terminated_length": 1814.7364501953125,
|
|
"completions/min_length": 68.0,
|
|
"completions/min_terminated_length": 68.0,
|
|
"entropy": 0.11614190166195233,
|
|
"epoch": 0.22897196261682243,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0007065659127880114,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0014,
|
|
"num_tokens": 834429811.0,
|
|
"reward": 0.6185291409492493,
|
|
"reward_std": 0.41528213024139404,
|
|
"rewards/TRLRewardAdapter/mean": 0.6185291409492493,
|
|
"rewards/TRLRewardAdapter/std": 0.41528210043907166,
|
|
"sampling/importance_sampling_ratio/max": 2.192384719848633,
|
|
"sampling/importance_sampling_ratio/mean": 0.1679522842168808,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.75,
|
|
"sampling/sampling_logp_difference/mean": 0.016091082245111465,
|
|
"step": 343,
|
|
"step_time": 384.4770694161998
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01770833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9967.0,
|
|
"completions/mean_length": 1994.52099609375,
|
|
"completions/mean_terminated_length": 1850.2015380859375,
|
|
"completions/min_length": 85.0,
|
|
"completions/min_terminated_length": 85.0,
|
|
"entropy": 0.1333464433749517,
|
|
"epoch": 0.22963951935914553,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.001276343913316877,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 836851431.0,
|
|
"reward": 0.7229328155517578,
|
|
"reward_std": 0.35997435450553894,
|
|
"rewards/TRLRewardAdapter/mean": 0.722932755947113,
|
|
"rewards/TRLRewardAdapter/std": 0.35997435450553894,
|
|
"sampling/importance_sampling_ratio/max": 1.7190277576446533,
|
|
"sampling/importance_sampling_ratio/mean": 0.17261621356010437,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 23.75,
|
|
"sampling/sampling_logp_difference/mean": 0.018375366926193237,
|
|
"step": 344,
|
|
"step_time": 334.4334642729955
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03020833432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9978.0,
|
|
"completions/mean_length": 1585.9771728515625,
|
|
"completions/mean_terminated_length": 1323.88623046875,
|
|
"completions/min_length": 76.0,
|
|
"completions/min_terminated_length": 76.0,
|
|
"entropy": 0.11355810612440109,
|
|
"epoch": 0.23030707610146864,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0004998112519615589,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0019,
|
|
"num_tokens": 838807281.0,
|
|
"reward": 0.7186142206192017,
|
|
"reward_std": 0.38562047481536865,
|
|
"rewards/TRLRewardAdapter/mean": 0.7186142206192017,
|
|
"rewards/TRLRewardAdapter/std": 0.38562044501304626,
|
|
"sampling/importance_sampling_ratio/max": 1.5710340738296509,
|
|
"sampling/importance_sampling_ratio/mean": 0.22883126139640808,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.131656646728516,
|
|
"sampling/sampling_logp_difference/mean": 0.01573476754128933,
|
|
"step": 345,
|
|
"step_time": 319.548228747095
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02916666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9992.0,
|
|
"completions/mean_length": 2724.750244140625,
|
|
"completions/mean_terminated_length": 2506.18017578125,
|
|
"completions/min_length": 98.0,
|
|
"completions/min_terminated_length": 98.0,
|
|
"entropy": 0.14136363317569098,
|
|
"epoch": 0.23097463284379172,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.080572258097688e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 841906945.0,
|
|
"reward": 0.673337459564209,
|
|
"reward_std": 0.3850811719894409,
|
|
"rewards/TRLRewardAdapter/mean": 0.6733373999595642,
|
|
"rewards/TRLRewardAdapter/std": 0.3850811719894409,
|
|
"sampling/importance_sampling_ratio/max": 1.6514900922775269,
|
|
"sampling/importance_sampling_ratio/mean": 0.17282992601394653,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.25,
|
|
"sampling/sampling_logp_difference/mean": 0.019511645659804344,
|
|
"step": 346,
|
|
"step_time": 301.49431834497955
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0260416679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9995.0,
|
|
"completions/mean_length": 2041.947998046875,
|
|
"completions/mean_terminated_length": 1829.165771484375,
|
|
"completions/min_length": 53.0,
|
|
"completions/min_terminated_length": 53.0,
|
|
"entropy": 0.13297562301158905,
|
|
"epoch": 0.23164218958611482,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.579383109577412e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 844310415.0,
|
|
"reward": 0.7001851201057434,
|
|
"reward_std": 0.38877367973327637,
|
|
"rewards/TRLRewardAdapter/mean": 0.7001850605010986,
|
|
"rewards/TRLRewardAdapter/std": 0.38877370953559875,
|
|
"sampling/importance_sampling_ratio/max": 2.1705262660980225,
|
|
"sampling/importance_sampling_ratio/mean": 0.20685473084449768,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.963586807250977,
|
|
"sampling/sampling_logp_difference/mean": 0.018198197707533836,
|
|
"step": 347,
|
|
"step_time": 260.7450239841128
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0031250002793967724,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9746.0,
|
|
"completions/mean_length": 1102.339599609375,
|
|
"completions/mean_terminated_length": 1074.447265625,
|
|
"completions/min_length": 63.0,
|
|
"completions/min_terminated_length": 63.0,
|
|
"entropy": 0.11333346366882324,
|
|
"epoch": 0.23230974632843793,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0002279954994031621,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0003,
|
|
"num_tokens": 845753141.0,
|
|
"reward": 0.8601921796798706,
|
|
"reward_std": 0.2562459409236908,
|
|
"rewards/TRLRewardAdapter/mean": 0.8601921200752258,
|
|
"rewards/TRLRewardAdapter/std": 0.2562459111213684,
|
|
"sampling/importance_sampling_ratio/max": 1.656379222869873,
|
|
"sampling/importance_sampling_ratio/mean": 0.21028709411621094,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.705451965332031,
|
|
"sampling/sampling_logp_difference/mean": 0.016491001471877098,
|
|
"step": 348,
|
|
"step_time": 202.3181457798928
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03854166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9599.0,
|
|
"completions/mean_length": 2035.8250732421875,
|
|
"completions/mean_terminated_length": 1716.5677490234375,
|
|
"completions/min_length": 61.0,
|
|
"completions/min_terminated_length": 61.0,
|
|
"entropy": 0.13909355302651724,
|
|
"epoch": 0.232977303070761,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 8.597829663801544e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 848188973.0,
|
|
"reward": 0.7115203142166138,
|
|
"reward_std": 0.3933531641960144,
|
|
"rewards/TRLRewardAdapter/mean": 0.711520254611969,
|
|
"rewards/TRLRewardAdapter/std": 0.393353134393692,
|
|
"sampling/importance_sampling_ratio/max": 2.8254058361053467,
|
|
"sampling/importance_sampling_ratio/mean": 0.18634216487407684,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 30.889068603515625,
|
|
"sampling/sampling_logp_difference/mean": 0.019264576956629753,
|
|
"step": 349,
|
|
"step_time": 276.7927411380224
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04270833730697632,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9891.0,
|
|
"completions/mean_length": 1991.8668212890625,
|
|
"completions/mean_terminated_length": 1634.5941162109375,
|
|
"completions/min_length": 47.0,
|
|
"completions/min_terminated_length": 47.0,
|
|
"entropy": 0.13202410688002905,
|
|
"epoch": 0.2336448598130841,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 1.5278912545119678e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 850550285.0,
|
|
"reward": 0.7061288356781006,
|
|
"reward_std": 0.3922370970249176,
|
|
"rewards/TRLRewardAdapter/mean": 0.7061288356781006,
|
|
"rewards/TRLRewardAdapter/std": 0.3922370970249176,
|
|
"sampling/importance_sampling_ratio/max": 2.9627997875213623,
|
|
"sampling/importance_sampling_ratio/mean": 0.14909811317920685,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 52.01682662963867,
|
|
"sampling/sampling_logp_difference/mean": 0.018754715099930763,
|
|
"step": 350,
|
|
"step_time": 330.9446811849484
|
|
},
|
|
{
|
|
"epoch": 0.2336448598130841,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.01739130387811557,
|
|
"eval_completions/max_length": 9934.95652173913,
|
|
"eval_completions/max_terminated_length": 8753.0,
|
|
"eval_completions/mean_length": 1220.9580157736073,
|
|
"eval_completions/mean_terminated_length": 1065.4657407014267,
|
|
"eval_completions/min_length": 43.869565217391305,
|
|
"eval_completions/min_terminated_length": 43.869565217391305,
|
|
"eval_entropy": 0.14931210292422253,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 850550285.0,
|
|
"eval_reward": 0.6547403491061666,
|
|
"eval_reward_std": 0.4262373278970304,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6547403724297233,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4262373304885367,
|
|
"eval_runtime": 1368.6587,
|
|
"eval_samples_per_second": 3.336,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.1241061791129736,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.362956324349279,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 10.83530472672504,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.01981212474081827,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 350
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03020833432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9961.0,
|
|
"completions/mean_length": 1817.290771484375,
|
|
"completions/mean_terminated_length": 1562.405029296875,
|
|
"completions/min_length": 65.0,
|
|
"completions/min_terminated_length": 65.0,
|
|
"entropy": 0.12520866096019745,
|
|
"epoch": 0.23431241655540722,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 0.0004102146018310035,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0017,
|
|
"num_tokens": 852706948.0,
|
|
"reward": 0.6161428689956665,
|
|
"reward_std": 0.4352540969848633,
|
|
"rewards/TRLRewardAdapter/mean": 0.6161428689956665,
|
|
"rewards/TRLRewardAdapter/std": 0.4352540969848633,
|
|
"sampling/importance_sampling_ratio/max": 1.80019211769104,
|
|
"sampling/importance_sampling_ratio/mean": 0.2325478047132492,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.75,
|
|
"sampling/sampling_logp_difference/mean": 0.017227737233042717,
|
|
"step": 351,
|
|
"step_time": 264.3557600622298
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0052083334885537624,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9859.0,
|
|
"completions/mean_length": 1701.675048828125,
|
|
"completions/mean_terminated_length": 1658.228271484375,
|
|
"completions/min_length": 70.0,
|
|
"completions/min_terminated_length": 70.0,
|
|
"entropy": 0.13404163469870886,
|
|
"epoch": 0.2349799732977303,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 7.540867674800156e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 854781996.0,
|
|
"reward": 0.7395737767219543,
|
|
"reward_std": 0.36316126585006714,
|
|
"rewards/TRLRewardAdapter/mean": 0.7395737171173096,
|
|
"rewards/TRLRewardAdapter/std": 0.36316123604774475,
|
|
"sampling/importance_sampling_ratio/max": 2.537388563156128,
|
|
"sampling/importance_sampling_ratio/mean": 0.17159411311149597,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.25,
|
|
"sampling/sampling_logp_difference/mean": 0.018519176170229912,
|
|
"step": 352,
|
|
"step_time": 207.02315141703002
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03333333507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9909.0,
|
|
"completions/mean_length": 2183.8251953125,
|
|
"completions/mean_terminated_length": 1914.3017578125,
|
|
"completions/min_length": 87.0,
|
|
"completions/min_terminated_length": 87.0,
|
|
"entropy": 0.14316587646802267,
|
|
"epoch": 0.2356475300400534,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00017501388878264607,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 857350980.0,
|
|
"reward": 0.7274529933929443,
|
|
"reward_std": 0.36119571328163147,
|
|
"rewards/TRLRewardAdapter/mean": 0.7274529933929443,
|
|
"rewards/TRLRewardAdapter/std": 0.36119571328163147,
|
|
"sampling/importance_sampling_ratio/max": 2.1846439838409424,
|
|
"sampling/importance_sampling_ratio/mean": 0.16682612895965576,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 46.0,
|
|
"sampling/sampling_logp_difference/mean": 0.019993921741843224,
|
|
"step": 353,
|
|
"step_time": 354.47062009596266
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02916666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9508.0,
|
|
"completions/mean_length": 1678.674072265625,
|
|
"completions/mean_terminated_length": 1428.677001953125,
|
|
"completions/min_length": 72.0,
|
|
"completions/min_terminated_length": 72.0,
|
|
"entropy": 0.13562311480442682,
|
|
"epoch": 0.2363150867823765,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.863346888084661e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 859357195.0,
|
|
"reward": 0.7362613081932068,
|
|
"reward_std": 0.36792442202568054,
|
|
"rewards/TRLRewardAdapter/mean": 0.736261248588562,
|
|
"rewards/TRLRewardAdapter/std": 0.36792442202568054,
|
|
"sampling/importance_sampling_ratio/max": 1.5882370471954346,
|
|
"sampling/importance_sampling_ratio/mean": 0.14124226570129395,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 21.137245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.018185675144195557,
|
|
"step": 354,
|
|
"step_time": 302.6195867699571
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.006250000558793545,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9997.0,
|
|
"completions/mean_length": 1383.5865478515625,
|
|
"completions/mean_terminated_length": 1329.3951416015625,
|
|
"completions/min_length": 47.0,
|
|
"completions/min_terminated_length": 47.0,
|
|
"entropy": 0.12846249714493752,
|
|
"epoch": 0.2369826435246996,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 4.8723397451165743e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 861086718.0,
|
|
"reward": 0.8255972862243652,
|
|
"reward_std": 0.30315932631492615,
|
|
"rewards/TRLRewardAdapter/mean": 0.8255972266197205,
|
|
"rewards/TRLRewardAdapter/std": 0.30315932631492615,
|
|
"sampling/importance_sampling_ratio/max": 2.5608973503112793,
|
|
"sampling/importance_sampling_ratio/mean": 0.2574557662010193,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.884025573730469,
|
|
"sampling/sampling_logp_difference/mean": 0.018607450649142265,
|
|
"step": 355,
|
|
"step_time": 259.70201629714575
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9888.0,
|
|
"completions/mean_length": 1873.4583740234375,
|
|
"completions/mean_terminated_length": 1647.2376708984375,
|
|
"completions/min_length": 57.0,
|
|
"completions/min_terminated_length": 57.0,
|
|
"entropy": 0.1320402647058169,
|
|
"epoch": 0.2376502002670227,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 5.272497687066297e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 863309910.0,
|
|
"reward": 0.7105941772460938,
|
|
"reward_std": 0.3835107982158661,
|
|
"rewards/TRLRewardAdapter/mean": 0.710594117641449,
|
|
"rewards/TRLRewardAdapter/std": 0.3835107982158661,
|
|
"sampling/importance_sampling_ratio/max": 2.254347562789917,
|
|
"sampling/importance_sampling_ratio/mean": 0.14407117664813995,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.0,
|
|
"sampling/sampling_logp_difference/mean": 0.017888760194182396,
|
|
"step": 356,
|
|
"step_time": 239.33708252594806
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02395833469927311,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9793.0,
|
|
"completions/mean_length": 1401.72607421875,
|
|
"completions/mean_terminated_length": 1190.6690673828125,
|
|
"completions/min_length": 60.0,
|
|
"completions/min_terminated_length": 60.0,
|
|
"entropy": 0.12448605770866077,
|
|
"epoch": 0.2383177570093458,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0001926863464830754,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 865070159.0,
|
|
"reward": 0.8065359592437744,
|
|
"reward_std": 0.3256911337375641,
|
|
"rewards/TRLRewardAdapter/mean": 0.8065358996391296,
|
|
"rewards/TRLRewardAdapter/std": 0.3256911039352417,
|
|
"sampling/importance_sampling_ratio/max": 1.9851510524749756,
|
|
"sampling/importance_sampling_ratio/mean": 0.22039350867271423,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.25,
|
|
"sampling/sampling_logp_difference/mean": 0.01764789968729019,
|
|
"step": 357,
|
|
"step_time": 308.76672888884787
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9893.0,
|
|
"completions/mean_length": 1381.315673828125,
|
|
"completions/mean_terminated_length": 1216.62744140625,
|
|
"completions/min_length": 101.0,
|
|
"completions/min_terminated_length": 101.0,
|
|
"entropy": 0.1401604861021042,
|
|
"epoch": 0.2389853137516689,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00014779115020880778,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 866873694.0,
|
|
"reward": 0.765040397644043,
|
|
"reward_std": 0.3560459017753601,
|
|
"rewards/TRLRewardAdapter/mean": 0.7650403380393982,
|
|
"rewards/TRLRewardAdapter/std": 0.3560459017753601,
|
|
"sampling/importance_sampling_ratio/max": 2.649456024169922,
|
|
"sampling/importance_sampling_ratio/mean": 0.13200777769088745,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.469562530517578,
|
|
"sampling/sampling_logp_difference/mean": 0.019342178478837013,
|
|
"step": 358,
|
|
"step_time": 212.97583388595376
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0260416679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9928.0,
|
|
"completions/mean_length": 1406.9990234375,
|
|
"completions/mean_terminated_length": 1177.2396240234375,
|
|
"completions/min_length": 26.0,
|
|
"completions/min_terminated_length": 26.0,
|
|
"entropy": 0.11873867983619373,
|
|
"epoch": 0.23965287049399198,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00017359977173399827,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 868647453.0,
|
|
"reward": 0.754093587398529,
|
|
"reward_std": 0.3906100392341614,
|
|
"rewards/TRLRewardAdapter/mean": 0.7540935277938843,
|
|
"rewards/TRLRewardAdapter/std": 0.3906100392341614,
|
|
"sampling/importance_sampling_ratio/max": 2.2563538551330566,
|
|
"sampling/importance_sampling_ratio/mean": 0.2627699375152588,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 22.5,
|
|
"sampling/sampling_logp_difference/mean": 0.01707237772643566,
|
|
"step": 359,
|
|
"step_time": 330.3579585030675
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03229166939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9893.0,
|
|
"completions/mean_length": 1400.6219482421875,
|
|
"completions/mean_terminated_length": 1113.6673583984375,
|
|
"completions/min_length": 47.0,
|
|
"completions/min_terminated_length": 47.0,
|
|
"entropy": 0.11045852924386661,
|
|
"epoch": 0.24032042723631508,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.0002079579494627486,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 870424626.0,
|
|
"reward": 0.7380775809288025,
|
|
"reward_std": 0.3774445056915283,
|
|
"rewards/TRLRewardAdapter/mean": 0.7380775213241577,
|
|
"rewards/TRLRewardAdapter/std": 0.3774445354938507,
|
|
"sampling/importance_sampling_ratio/max": 2.552074432373047,
|
|
"sampling/importance_sampling_ratio/mean": 0.2531130909919739,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.4913330078125,
|
|
"sampling/sampling_logp_difference/mean": 0.01603877544403076,
|
|
"step": 360,
|
|
"step_time": 260.4986584360013
|
|
},
|
|
{
|
|
"epoch": 0.24032042723631508,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.01543478214222452,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8110.04347826087,
|
|
"eval_completions/mean_length": 1012.9917151409646,
|
|
"eval_completions/mean_terminated_length": 872.1429284137229,
|
|
"eval_completions/min_length": 42.21739130434783,
|
|
"eval_completions/min_terminated_length": 42.21739130434783,
|
|
"eval_entropy": 0.14778215794459634,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 870424626.0,
|
|
"eval_reward": 0.6494331644928973,
|
|
"eval_reward_std": 0.43829307089681213,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6494331748589225,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4382930773755778,
|
|
"eval_runtime": 1372.255,
|
|
"eval_samples_per_second": 3.327,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.176101021144701,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.3793244271174721,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 6.464524393496306,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019843799021580944,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 360
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0052083334885537624,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9583.0,
|
|
"completions/mean_length": 1330.4417724609375,
|
|
"completions/mean_terminated_length": 1285.05126953125,
|
|
"completions/min_length": 49.0,
|
|
"completions/min_terminated_length": 49.0,
|
|
"entropy": 0.12741938357551894,
|
|
"epoch": 0.2409879839786382,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 0.0009493488790001777,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0004,
|
|
"num_tokens": 872224538.0,
|
|
"reward": 0.6310896873474121,
|
|
"reward_std": 0.42943936586380005,
|
|
"rewards/TRLRewardAdapter/mean": 0.6310896277427673,
|
|
"rewards/TRLRewardAdapter/std": 0.42943933606147766,
|
|
"sampling/importance_sampling_ratio/max": 2.833554267883301,
|
|
"sampling/importance_sampling_ratio/mean": 0.2028043270111084,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.535170555114746,
|
|
"sampling/sampling_logp_difference/mean": 0.017911778762936592,
|
|
"step": 361,
|
|
"step_time": 168.31216456077527
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03333333507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9466.0,
|
|
"completions/mean_length": 1579.4229736328125,
|
|
"completions/mean_terminated_length": 1289.0582275390625,
|
|
"completions/min_length": 40.0,
|
|
"completions/min_terminated_length": 40.0,
|
|
"entropy": 0.13620174676179886,
|
|
"epoch": 0.2416555407209613,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00032180120586578257,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 874217296.0,
|
|
"reward": 0.733893096446991,
|
|
"reward_std": 0.37597817182540894,
|
|
"rewards/TRLRewardAdapter/mean": 0.733893096446991,
|
|
"rewards/TRLRewardAdapter/std": 0.3759782016277313,
|
|
"sampling/importance_sampling_ratio/max": 2.0492587089538574,
|
|
"sampling/importance_sampling_ratio/mean": 0.1048356294631958,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.656388282775879,
|
|
"sampling/sampling_logp_difference/mean": 0.019514653831720352,
|
|
"step": 362,
|
|
"step_time": 375.23942524706945
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02291666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9959.0,
|
|
"completions/mean_length": 1769.8209228515625,
|
|
"completions/mean_terminated_length": 1576.7889404296875,
|
|
"completions/min_length": 84.0,
|
|
"completions/min_terminated_length": 84.0,
|
|
"entropy": 0.12552577132980028,
|
|
"epoch": 0.24232309746328437,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 7.532441041140184e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 876352996.0,
|
|
"reward": 0.6642109155654907,
|
|
"reward_std": 0.40695634484291077,
|
|
"rewards/TRLRewardAdapter/mean": 0.6642109155654907,
|
|
"rewards/TRLRewardAdapter/std": 0.4069563150405884,
|
|
"sampling/importance_sampling_ratio/max": 1.9355859756469727,
|
|
"sampling/importance_sampling_ratio/mean": 0.14920559525489807,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 55.5,
|
|
"sampling/sampling_logp_difference/mean": 0.017496414482593536,
|
|
"step": 363,
|
|
"step_time": 231.85506577289198
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9210.0,
|
|
"completions/mean_length": 1466.4271240234375,
|
|
"completions/mean_terminated_length": 1358.4071044921875,
|
|
"completions/min_length": 34.0,
|
|
"completions/min_terminated_length": 34.0,
|
|
"entropy": 0.1255921684205532,
|
|
"epoch": 0.24299065420560748,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 0.0002455195777988184,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 878242110.0,
|
|
"reward": 0.6692106127738953,
|
|
"reward_std": 0.4204270839691162,
|
|
"rewards/TRLRewardAdapter/mean": 0.6692105531692505,
|
|
"rewards/TRLRewardAdapter/std": 0.4204271137714386,
|
|
"sampling/importance_sampling_ratio/max": 2.832261800765991,
|
|
"sampling/importance_sampling_ratio/mean": 0.22300605475902557,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.5,
|
|
"sampling/sampling_logp_difference/mean": 0.017766326665878296,
|
|
"step": 364,
|
|
"step_time": 192.19582971918862
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04375000298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9991.0,
|
|
"completions/mean_length": 1399.3875732421875,
|
|
"completions/mean_terminated_length": 1005.8953857421875,
|
|
"completions/min_length": 40.0,
|
|
"completions/min_terminated_length": 40.0,
|
|
"entropy": 0.10435495898127556,
|
|
"epoch": 0.24365821094793058,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00122379595150848,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 880040690.0,
|
|
"reward": 0.7741227746009827,
|
|
"reward_std": 0.3663959801197052,
|
|
"rewards/TRLRewardAdapter/mean": 0.7741227746009827,
|
|
"rewards/TRLRewardAdapter/std": 0.3663959503173828,
|
|
"sampling/importance_sampling_ratio/max": 2.854332208633423,
|
|
"sampling/importance_sampling_ratio/mean": 0.30882713198661804,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01571706123650074,
|
|
"step": 365,
|
|
"step_time": 394.4810718666995
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9777.0,
|
|
"completions/mean_length": 1489.4647216796875,
|
|
"completions/mean_terminated_length": 1167.4443359375,
|
|
"completions/min_length": 46.0,
|
|
"completions/min_terminated_length": 46.0,
|
|
"entropy": 0.11945288255810738,
|
|
"epoch": 0.24432576769025366,
|
|
"frac_reward_zero_std": 0.23333334922790527,
|
|
"grad_norm": 4.262182502974078e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 881921360.0,
|
|
"reward": 0.645667314529419,
|
|
"reward_std": 0.4385000169277191,
|
|
"rewards/TRLRewardAdapter/mean": 0.6456672549247742,
|
|
"rewards/TRLRewardAdapter/std": 0.43849998712539673,
|
|
"sampling/importance_sampling_ratio/max": 2.588698148727417,
|
|
"sampling/importance_sampling_ratio/mean": 0.23819732666015625,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 55.75,
|
|
"sampling/sampling_logp_difference/mean": 0.01702318899333477,
|
|
"step": 366,
|
|
"step_time": 290.443426001817
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04062500223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9874.0,
|
|
"completions/mean_length": 1898.38134765625,
|
|
"completions/mean_terminated_length": 1555.3160400390625,
|
|
"completions/min_length": 74.0,
|
|
"completions/min_terminated_length": 74.0,
|
|
"entropy": 0.13739087929328284,
|
|
"epoch": 0.24499332443257676,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00021947431650526185,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 884203838.0,
|
|
"reward": 0.6976116895675659,
|
|
"reward_std": 0.4013725817203522,
|
|
"rewards/TRLRewardAdapter/mean": 0.6976116895675659,
|
|
"rewards/TRLRewardAdapter/std": 0.4013725519180298,
|
|
"sampling/importance_sampling_ratio/max": 2.2604215145111084,
|
|
"sampling/importance_sampling_ratio/mean": 0.1659325361251831,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 35.40638732910156,
|
|
"sampling/sampling_logp_difference/mean": 0.0194308552891016,
|
|
"step": 367,
|
|
"step_time": 325.4613282548962
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02291666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9643.0,
|
|
"completions/mean_length": 1352.643798828125,
|
|
"completions/mean_terminated_length": 1149.8272705078125,
|
|
"completions/min_length": 56.0,
|
|
"completions/min_terminated_length": 56.0,
|
|
"entropy": 0.13472397128740946,
|
|
"epoch": 0.24566088117489987,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0001711672973941245,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 885971176.0,
|
|
"reward": 0.7750689387321472,
|
|
"reward_std": 0.3600175380706787,
|
|
"rewards/TRLRewardAdapter/mean": 0.7750689387321472,
|
|
"rewards/TRLRewardAdapter/std": 0.3600175380706787,
|
|
"sampling/importance_sampling_ratio/max": 1.8514795303344727,
|
|
"sampling/importance_sampling_ratio/mean": 0.23152145743370056,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 51.0,
|
|
"sampling/sampling_logp_difference/mean": 0.018696732819080353,
|
|
"step": 368,
|
|
"step_time": 309.8933251998387
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05833333730697632,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8871.0,
|
|
"completions/mean_length": 1931.3511962890625,
|
|
"completions/mean_terminated_length": 1431.523193359375,
|
|
"completions/min_length": 44.0,
|
|
"completions/min_terminated_length": 44.0,
|
|
"entropy": 0.1436427185932795,
|
|
"epoch": 0.24632843791722298,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 7.011779140747186e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0005,
|
|
"num_tokens": 888226553.0,
|
|
"reward": 0.7359805703163147,
|
|
"reward_std": 0.3765852153301239,
|
|
"rewards/TRLRewardAdapter/mean": 0.7359805703163147,
|
|
"rewards/TRLRewardAdapter/std": 0.3765852153301239,
|
|
"sampling/importance_sampling_ratio/max": 1.9028465747833252,
|
|
"sampling/importance_sampling_ratio/mean": 0.18743281066417694,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 39.0,
|
|
"sampling/sampling_logp_difference/mean": 0.019459163770079613,
|
|
"step": 369,
|
|
"step_time": 284.7481839960674
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0416666679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9526.0,
|
|
"completions/mean_length": 1438.0167236328125,
|
|
"completions/mean_terminated_length": 1065.7564697265625,
|
|
"completions/min_length": 84.0,
|
|
"completions/min_terminated_length": 84.0,
|
|
"entropy": 0.12859858324130377,
|
|
"epoch": 0.24699599465954605,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0002543823350367404,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0003,
|
|
"num_tokens": 890026729.0,
|
|
"reward": 0.7450841665267944,
|
|
"reward_std": 0.3793600797653198,
|
|
"rewards/TRLRewardAdapter/mean": 0.7450841069221497,
|
|
"rewards/TRLRewardAdapter/std": 0.37936004996299744,
|
|
"sampling/importance_sampling_ratio/max": 1.9422801733016968,
|
|
"sampling/importance_sampling_ratio/mean": 0.1754659116268158,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 32.137245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.017581382766366005,
|
|
"step": 370,
|
|
"step_time": 319.0533270899905
|
|
},
|
|
{
|
|
"epoch": 0.24699599465954605,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.01956521675152623,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8595.391304347826,
|
|
"eval_completions/mean_length": 1091.2369305154552,
|
|
"eval_completions/mean_terminated_length": 913.3799199643342,
|
|
"eval_completions/min_length": 42.65217391304348,
|
|
"eval_completions/min_terminated_length": 42.65217391304348,
|
|
"eval_entropy": 0.15972497994485108,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 890026729.0,
|
|
"eval_reward": 0.6501307072846786,
|
|
"eval_reward_std": 0.43588489164476807,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6501307254252227,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4358848942362744,
|
|
"eval_runtime": 1371.2543,
|
|
"eval_samples_per_second": 3.33,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.9864731975223706,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.3642306807248489,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 8.964183797007022,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.021180871226217434,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 370
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05104167014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9953.0,
|
|
"completions/mean_length": 2176.7177734375,
|
|
"completions/mean_terminated_length": 1755.926513671875,
|
|
"completions/min_length": 37.0,
|
|
"completions/min_terminated_length": 37.0,
|
|
"entropy": 0.14406026899814606,
|
|
"epoch": 0.24766355140186916,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 8.07598103396848e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 892550426.0,
|
|
"reward": 0.7196031212806702,
|
|
"reward_std": 0.3774089813232422,
|
|
"rewards/TRLRewardAdapter/mean": 0.7196031212806702,
|
|
"rewards/TRLRewardAdapter/std": 0.3774089813232422,
|
|
"sampling/importance_sampling_ratio/max": 1.9085787534713745,
|
|
"sampling/importance_sampling_ratio/mean": 0.19788451492786407,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.559269905090332,
|
|
"sampling/sampling_logp_difference/mean": 0.02025892399251461,
|
|
"step": 371,
|
|
"step_time": 352.3917192228837
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.010416666977107525,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9937.0,
|
|
"completions/mean_length": 1276.6385498046875,
|
|
"completions/mean_terminated_length": 1184.8135986328125,
|
|
"completions/min_length": 24.0,
|
|
"completions/min_terminated_length": 24.0,
|
|
"entropy": 0.12987594306468964,
|
|
"epoch": 0.24833110814419226,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 1.9281188436474192e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 894195967.0,
|
|
"reward": 0.8034877181053162,
|
|
"reward_std": 0.34727323055267334,
|
|
"rewards/TRLRewardAdapter/mean": 0.8034876585006714,
|
|
"rewards/TRLRewardAdapter/std": 0.34727320075035095,
|
|
"sampling/importance_sampling_ratio/max": 1.5741980075836182,
|
|
"sampling/importance_sampling_ratio/mean": 0.2691190242767334,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 46.28517150878906,
|
|
"sampling/sampling_logp_difference/mean": 0.018529701977968216,
|
|
"step": 372,
|
|
"step_time": 271.7317273950903
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04583333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9950.0,
|
|
"completions/mean_length": 2101.040771484375,
|
|
"completions/mean_terminated_length": 1721.6146240234375,
|
|
"completions/min_length": 73.0,
|
|
"completions/min_terminated_length": 73.0,
|
|
"entropy": 0.1590020606915156,
|
|
"epoch": 0.24899866488651534,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00010294107793836717,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 896649926.0,
|
|
"reward": 0.6788924336433411,
|
|
"reward_std": 0.40693163871765137,
|
|
"rewards/TRLRewardAdapter/mean": 0.6788923740386963,
|
|
"rewards/TRLRewardAdapter/std": 0.40693163871765137,
|
|
"sampling/importance_sampling_ratio/max": 2.356010675430298,
|
|
"sampling/importance_sampling_ratio/mean": 0.16186407208442688,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 33.5,
|
|
"sampling/sampling_logp_difference/mean": 0.02139914594590664,
|
|
"step": 373,
|
|
"step_time": 349.3840790211689
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0,
|
|
"completions/max_length": 7202.0,
|
|
"completions/max_terminated_length": 7202.0,
|
|
"completions/mean_length": 780.268798828125,
|
|
"completions/mean_terminated_length": 780.268798828125,
|
|
"completions/min_length": 65.0,
|
|
"completions/min_terminated_length": 65.0,
|
|
"entropy": 0.12646987165013948,
|
|
"epoch": 0.24966622162883845,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00013045813688583545,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 897825256.0,
|
|
"reward": 0.8793486952781677,
|
|
"reward_std": 0.23487135767936707,
|
|
"rewards/TRLRewardAdapter/mean": 0.879348635673523,
|
|
"rewards/TRLRewardAdapter/std": 0.23487135767936707,
|
|
"sampling/importance_sampling_ratio/max": 2.563138723373413,
|
|
"sampling/importance_sampling_ratio/mean": 0.22278806567192078,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 21.546110153198242,
|
|
"sampling/sampling_logp_difference/mean": 0.01785392500460148,
|
|
"step": 374,
|
|
"step_time": 96.94627083977684
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9945.0,
|
|
"completions/mean_length": 1855.951171875,
|
|
"completions/mean_terminated_length": 1313.0145263671875,
|
|
"completions/min_length": 61.0,
|
|
"completions/min_terminated_length": 61.0,
|
|
"entropy": 0.1341493104894956,
|
|
"epoch": 0.25033377837116155,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 4.1897006324520635e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 900084249.0,
|
|
"reward": 0.7653608322143555,
|
|
"reward_std": 0.3656857907772064,
|
|
"rewards/TRLRewardAdapter/mean": 0.7653607726097107,
|
|
"rewards/TRLRewardAdapter/std": 0.3656857907772064,
|
|
"sampling/importance_sampling_ratio/max": 1.7895448207855225,
|
|
"sampling/importance_sampling_ratio/mean": 0.2244529277086258,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.25,
|
|
"sampling/sampling_logp_difference/mean": 0.01857566088438034,
|
|
"step": 375,
|
|
"step_time": 369.20787573501
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9669.0,
|
|
"completions/mean_length": 1690.9688720703125,
|
|
"completions/mean_terminated_length": 1559.079345703125,
|
|
"completions/min_length": 43.0,
|
|
"completions/min_terminated_length": 43.0,
|
|
"entropy": 0.11678779125213623,
|
|
"epoch": 0.25100133511348466,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0018782334361082224,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 902189531.0,
|
|
"reward": 0.6823432445526123,
|
|
"reward_std": 0.40899714827537537,
|
|
"rewards/TRLRewardAdapter/mean": 0.6823432445526123,
|
|
"rewards/TRLRewardAdapter/std": 0.40899714827537537,
|
|
"sampling/importance_sampling_ratio/max": 2.125499725341797,
|
|
"sampling/importance_sampling_ratio/mean": 0.19758561253547668,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.836272239685059,
|
|
"sampling/sampling_logp_difference/mean": 0.016621176153421402,
|
|
"step": 376,
|
|
"step_time": 190.0303479740396
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9964.0,
|
|
"completions/mean_length": 2072.27197265625,
|
|
"completions/mean_terminated_length": 1920.7867431640625,
|
|
"completions/min_length": 62.0,
|
|
"completions/min_terminated_length": 62.0,
|
|
"entropy": 0.15465720991293588,
|
|
"epoch": 0.25166889185580776,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 4.2812784538310404e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0004,
|
|
"num_tokens": 904620480.0,
|
|
"reward": 0.7118815183639526,
|
|
"reward_std": 0.37264326214790344,
|
|
"rewards/TRLRewardAdapter/mean": 0.7118815183639526,
|
|
"rewards/TRLRewardAdapter/std": 0.37264329195022583,
|
|
"sampling/importance_sampling_ratio/max": 1.7843348979949951,
|
|
"sampling/importance_sampling_ratio/mean": 0.10885202884674072,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.273773193359375,
|
|
"sampling/sampling_logp_difference/mean": 0.020947663113474846,
|
|
"step": 377,
|
|
"step_time": 281.14050943707116
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06041666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9847.0,
|
|
"completions/mean_length": 2074.032470703125,
|
|
"completions/mean_terminated_length": 1564.3802490234375,
|
|
"completions/min_length": 78.0,
|
|
"completions/min_terminated_length": 78.0,
|
|
"entropy": 0.13521029303471246,
|
|
"epoch": 0.2523364485981308,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 5.650773105917391e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 907085791.0,
|
|
"reward": 0.7166579961776733,
|
|
"reward_std": 0.3877881169319153,
|
|
"rewards/TRLRewardAdapter/mean": 0.7166579365730286,
|
|
"rewards/TRLRewardAdapter/std": 0.3877881169319153,
|
|
"sampling/importance_sampling_ratio/max": 2.213341236114502,
|
|
"sampling/importance_sampling_ratio/mean": 0.20329007506370544,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.3624210357666,
|
|
"sampling/sampling_logp_difference/mean": 0.018558727577328682,
|
|
"step": 378,
|
|
"step_time": 283.9504918382736
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01770833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9961.0,
|
|
"completions/mean_length": 1894.1417236328125,
|
|
"completions/mean_terminated_length": 1748.0128173828125,
|
|
"completions/min_length": 50.0,
|
|
"completions/min_terminated_length": 50.0,
|
|
"entropy": 0.14966544757286707,
|
|
"epoch": 0.2530040053404539,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 6.105431645202359e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.003,
|
|
"num_tokens": 909345607.0,
|
|
"reward": 0.6986480951309204,
|
|
"reward_std": 0.3750589191913605,
|
|
"rewards/TRLRewardAdapter/mean": 0.6986480951309204,
|
|
"rewards/TRLRewardAdapter/std": 0.3750589191913605,
|
|
"sampling/importance_sampling_ratio/max": 2.6818807125091553,
|
|
"sampling/importance_sampling_ratio/mean": 0.1963980495929718,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 44.5,
|
|
"sampling/sampling_logp_difference/mean": 0.01989619992673397,
|
|
"step": 379,
|
|
"step_time": 245.04537532303948
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9824.0,
|
|
"completions/mean_length": 1838.6292724609375,
|
|
"completions/mean_terminated_length": 1656.1064453125,
|
|
"completions/min_length": 27.0,
|
|
"completions/min_terminated_length": 27.0,
|
|
"entropy": 0.14940202484528223,
|
|
"epoch": 0.253671562082777,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 4.731805682938416e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 911577219.0,
|
|
"reward": 0.7031553983688354,
|
|
"reward_std": 0.4031859040260315,
|
|
"rewards/TRLRewardAdapter/mean": 0.7031553983688354,
|
|
"rewards/TRLRewardAdapter/std": 0.4031859040260315,
|
|
"sampling/importance_sampling_ratio/max": 2.1324005126953125,
|
|
"sampling/importance_sampling_ratio/mean": 0.20278063416481018,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 38.5,
|
|
"sampling/sampling_logp_difference/mean": 0.020965853706002235,
|
|
"step": 380,
|
|
"step_time": 277.9992950861342
|
|
},
|
|
{
|
|
"epoch": 0.253671562082777,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.018043477776581825,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8549.347826086956,
|
|
"eval_completions/mean_length": 1093.4693285071332,
|
|
"eval_completions/mean_terminated_length": 930.0583814538044,
|
|
"eval_completions/min_length": 42.608695652173914,
|
|
"eval_completions/min_terminated_length": 42.608695652173914,
|
|
"eval_entropy": 0.15507311341555222,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 911577219.0,
|
|
"eval_reward": 0.6482417168824569,
|
|
"eval_reward_std": 0.43553035933038464,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6482417220654695,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.43553035933038464,
|
|
"eval_runtime": 1372.0149,
|
|
"eval_samples_per_second": 3.328,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.9031142566515051,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.36837883487991663,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 12.951594819193302,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.02080158864998299,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 380
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0,
|
|
"completions/max_length": 9739.0,
|
|
"completions/max_terminated_length": 9739.0,
|
|
"completions/mean_length": 1086.3125,
|
|
"completions/mean_terminated_length": 1086.3125,
|
|
"completions/min_length": 84.0,
|
|
"completions/min_terminated_length": 84.0,
|
|
"entropy": 0.11626867577433586,
|
|
"epoch": 0.25433911882510013,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.000804994812370417,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 913093199.0,
|
|
"reward": 0.7921163439750671,
|
|
"reward_std": 0.3477799892425537,
|
|
"rewards/TRLRewardAdapter/mean": 0.7921162843704224,
|
|
"rewards/TRLRewardAdapter/std": 0.3477799892425537,
|
|
"sampling/importance_sampling_ratio/max": 2.2704732418060303,
|
|
"sampling/importance_sampling_ratio/mean": 0.21486973762512207,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.955453872680664,
|
|
"sampling/sampling_logp_difference/mean": 0.016971806064248085,
|
|
"step": 381,
|
|
"step_time": 149.24424150492996
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8887.0,
|
|
"completions/mean_length": 1121.1552734375,
|
|
"completions/mean_terminated_length": 980.22119140625,
|
|
"completions/min_length": 43.0,
|
|
"completions/min_terminated_length": 43.0,
|
|
"entropy": 0.13593050092458725,
|
|
"epoch": 0.25500667556742324,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0014400824252248457,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0027,
|
|
"num_tokens": 914610852.0,
|
|
"reward": 0.7866131067276001,
|
|
"reward_std": 0.34916025400161743,
|
|
"rewards/TRLRewardAdapter/mean": 0.7866131067276001,
|
|
"rewards/TRLRewardAdapter/std": 0.34916022419929504,
|
|
"sampling/importance_sampling_ratio/max": 2.2979559898376465,
|
|
"sampling/importance_sampling_ratio/mean": 0.20804493129253387,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 28.125,
|
|
"sampling/sampling_logp_difference/mean": 0.018508320674300194,
|
|
"step": 382,
|
|
"step_time": 256.0380858631106
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06875000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9976.0,
|
|
"completions/mean_length": 2343.69482421875,
|
|
"completions/mean_terminated_length": 1778.4642333984375,
|
|
"completions/min_length": 52.0,
|
|
"completions/min_terminated_length": 52.0,
|
|
"entropy": 0.12580247720082602,
|
|
"epoch": 0.25567423230974634,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.7335965417324955e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 917272639.0,
|
|
"reward": 0.6723805069923401,
|
|
"reward_std": 0.41620245575904846,
|
|
"rewards/TRLRewardAdapter/mean": 0.6723804473876953,
|
|
"rewards/TRLRewardAdapter/std": 0.41620245575904846,
|
|
"sampling/importance_sampling_ratio/max": 2.5427374839782715,
|
|
"sampling/importance_sampling_ratio/mean": 0.1992255300283432,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 41.75,
|
|
"sampling/sampling_logp_difference/mean": 0.017099758610129356,
|
|
"step": 383,
|
|
"step_time": 362.0799884790322
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01666666753590107,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9733.0,
|
|
"completions/mean_length": 2166.1689453125,
|
|
"completions/mean_terminated_length": 2033.3919677734375,
|
|
"completions/min_length": 68.0,
|
|
"completions/min_terminated_length": 68.0,
|
|
"entropy": 0.1513983036080996,
|
|
"epoch": 0.25634178905206945,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0001044314853625996,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 919787809.0,
|
|
"reward": 0.6603935956954956,
|
|
"reward_std": 0.4078635573387146,
|
|
"rewards/TRLRewardAdapter/mean": 0.6603935956954956,
|
|
"rewards/TRLRewardAdapter/std": 0.4078635573387146,
|
|
"sampling/importance_sampling_ratio/max": 1.8395601511001587,
|
|
"sampling/importance_sampling_ratio/mean": 0.12045484781265259,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.3449835777282715,
|
|
"sampling/sampling_logp_difference/mean": 0.020258335396647453,
|
|
"step": 384,
|
|
"step_time": 222.23596003605053
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04062500223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9855.0,
|
|
"completions/mean_length": 2118.058349609375,
|
|
"completions/mean_terminated_length": 1784.29541015625,
|
|
"completions/min_length": 38.0,
|
|
"completions/min_terminated_length": 38.0,
|
|
"entropy": 0.16176308939854303,
|
|
"epoch": 0.2570093457943925,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 2.125512464092648e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 922262457.0,
|
|
"reward": 0.7059398889541626,
|
|
"reward_std": 0.3826860785484314,
|
|
"rewards/TRLRewardAdapter/mean": 0.7059398889541626,
|
|
"rewards/TRLRewardAdapter/std": 0.3826860785484314,
|
|
"sampling/importance_sampling_ratio/max": 1.4399378299713135,
|
|
"sampling/importance_sampling_ratio/mean": 0.1270807981491089,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 32.5,
|
|
"sampling/sampling_logp_difference/mean": 0.022135494276881218,
|
|
"step": 385,
|
|
"step_time": 340.00093251198996
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9991.0,
|
|
"completions/mean_length": 1106.1761474609375,
|
|
"completions/mean_terminated_length": 936.2304077148438,
|
|
"completions/min_length": 40.0,
|
|
"completions/min_terminated_length": 40.0,
|
|
"entropy": 0.12578571711977324,
|
|
"epoch": 0.2576769025367156,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0003862498016048056,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 923742530.0,
|
|
"reward": 0.7577168941497803,
|
|
"reward_std": 0.38164034485816956,
|
|
"rewards/TRLRewardAdapter/mean": 0.7577168941497803,
|
|
"rewards/TRLRewardAdapter/std": 0.38164031505584717,
|
|
"sampling/importance_sampling_ratio/max": 2.0448668003082275,
|
|
"sampling/importance_sampling_ratio/mean": 0.23582319915294647,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 16.356597900390625,
|
|
"sampling/sampling_logp_difference/mean": 0.017740121111273766,
|
|
"step": 386,
|
|
"step_time": 245.78766402206384
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02083333395421505,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9858.0,
|
|
"completions/mean_length": 1883.1083984375,
|
|
"completions/mean_terminated_length": 1710.408447265625,
|
|
"completions/min_length": 54.0,
|
|
"completions/min_terminated_length": 54.0,
|
|
"entropy": 0.12339989965160687,
|
|
"epoch": 0.2583444592790387,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0005271753104231166,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 925978186.0,
|
|
"reward": 0.7178963422775269,
|
|
"reward_std": 0.3935711681842804,
|
|
"rewards/TRLRewardAdapter/mean": 0.7178963422775269,
|
|
"rewards/TRLRewardAdapter/std": 0.3935711681842804,
|
|
"sampling/importance_sampling_ratio/max": 2.543313980102539,
|
|
"sampling/importance_sampling_ratio/mean": 0.1394425332546234,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.625,
|
|
"sampling/sampling_logp_difference/mean": 0.0175404604524374,
|
|
"step": 387,
|
|
"step_time": 271.5617952479515
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03437500074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9708.0,
|
|
"completions/mean_length": 2281.571044921875,
|
|
"completions/mean_terminated_length": 2006.8046875,
|
|
"completions/min_length": 91.0,
|
|
"completions/min_terminated_length": 91.0,
|
|
"entropy": 0.13645566999912262,
|
|
"epoch": 0.2590120160213618,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0001619302197703405,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0026,
|
|
"num_tokens": 928601582.0,
|
|
"reward": 0.6870055198669434,
|
|
"reward_std": 0.381174772977829,
|
|
"rewards/TRLRewardAdapter/mean": 0.6870054602622986,
|
|
"rewards/TRLRewardAdapter/std": 0.3811747431755066,
|
|
"sampling/importance_sampling_ratio/max": 1.665347695350647,
|
|
"sampling/importance_sampling_ratio/mean": 0.11203374713659286,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.969563007354736,
|
|
"sampling/sampling_logp_difference/mean": 0.01872081868350506,
|
|
"step": 388,
|
|
"step_time": 235.77637089486234
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.08437500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9429.0,
|
|
"completions/mean_length": 2474.157470703125,
|
|
"completions/mean_terminated_length": 1780.6495361328125,
|
|
"completions/min_length": 41.0,
|
|
"completions/min_terminated_length": 41.0,
|
|
"entropy": 0.14102640251318613,
|
|
"epoch": 0.2596795727636849,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00040214383596269803,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 931376133.0,
|
|
"reward": 0.675704300403595,
|
|
"reward_std": 0.3934566080570221,
|
|
"rewards/TRLRewardAdapter/mean": 0.6757042407989502,
|
|
"rewards/TRLRewardAdapter/std": 0.3934566378593445,
|
|
"sampling/importance_sampling_ratio/max": 1.6078296899795532,
|
|
"sampling/importance_sampling_ratio/mean": 0.12566161155700684,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.291631698608398,
|
|
"sampling/sampling_logp_difference/mean": 0.019310200586915016,
|
|
"step": 389,
|
|
"step_time": 354.6826764991274
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8384.0,
|
|
"completions/mean_length": 1588.2542724609375,
|
|
"completions/mean_terminated_length": 1570.693115234375,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.15610901017983755,
|
|
"epoch": 0.260347129506008,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.85816668116058e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 933342681.0,
|
|
"reward": 0.7829093337059021,
|
|
"reward_std": 0.3053264617919922,
|
|
"rewards/TRLRewardAdapter/mean": 0.7829092741012573,
|
|
"rewards/TRLRewardAdapter/std": 0.3053264319896698,
|
|
"sampling/importance_sampling_ratio/max": 1.8912959098815918,
|
|
"sampling/importance_sampling_ratio/mean": 0.1410655826330185,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.59375,
|
|
"sampling/sampling_logp_difference/mean": 0.020688354969024658,
|
|
"step": 390,
|
|
"step_time": 139.5501988498727
|
|
},
|
|
{
|
|
"epoch": 0.260347129506008,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.026739129594162754,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9241.04347826087,
|
|
"eval_completions/mean_length": 1450.6160570227582,
|
|
"eval_completions/mean_terminated_length": 1215.786894425102,
|
|
"eval_completions/min_length": 50.04347826086956,
|
|
"eval_completions/min_terminated_length": 50.04347826086956,
|
|
"eval_entropy": 0.1663537200378335,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 933342681.0,
|
|
"eval_reward": 0.6423870921134949,
|
|
"eval_reward_std": 0.4229615771252176,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6423870947050012,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4229615745337113,
|
|
"eval_runtime": 1417.8597,
|
|
"eval_samples_per_second": 3.22,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.7976010364034902,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.2982616826244023,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 6.935947972795238,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.0217001650320447,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 390
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02500000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9970.0,
|
|
"completions/mean_length": 2086.705322265625,
|
|
"completions/mean_terminated_length": 1883.80029296875,
|
|
"completions/min_length": 60.0,
|
|
"completions/min_terminated_length": 60.0,
|
|
"entropy": 0.15016180773576102,
|
|
"epoch": 0.26101468624833113,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.000337952950132825,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 935793182.0,
|
|
"reward": 0.668552041053772,
|
|
"reward_std": 0.40904638171195984,
|
|
"rewards/TRLRewardAdapter/mean": 0.668552041053772,
|
|
"rewards/TRLRewardAdapter/std": 0.40904635190963745,
|
|
"sampling/importance_sampling_ratio/max": 1.8202277421951294,
|
|
"sampling/importance_sampling_ratio/mean": 0.14552481472492218,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 56.056854248046875,
|
|
"sampling/sampling_logp_difference/mean": 0.02067953161895275,
|
|
"step": 391,
|
|
"step_time": 308.52002315595746
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0989583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9789.0,
|
|
"completions/mean_length": 2712.987548828125,
|
|
"completions/mean_terminated_length": 1912.6796875,
|
|
"completions/min_length": 52.0,
|
|
"completions/min_terminated_length": 52.0,
|
|
"entropy": 0.1316201314330101,
|
|
"epoch": 0.2616822429906542,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00021804476138400904,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 938860562.0,
|
|
"reward": 0.7085332870483398,
|
|
"reward_std": 0.37272319197654724,
|
|
"rewards/TRLRewardAdapter/mean": 0.7085332274436951,
|
|
"rewards/TRLRewardAdapter/std": 0.37272319197654724,
|
|
"sampling/importance_sampling_ratio/max": 1.511287808418274,
|
|
"sampling/importance_sampling_ratio/mean": 0.12070278823375702,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.75,
|
|
"sampling/sampling_logp_difference/mean": 0.017771996557712555,
|
|
"step": 392,
|
|
"step_time": 391.37035794905387
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.08125000447034836,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9984.0,
|
|
"completions/mean_length": 2992.424072265625,
|
|
"completions/mean_terminated_length": 2372.706298828125,
|
|
"completions/min_length": 62.0,
|
|
"completions/min_terminated_length": 62.0,
|
|
"entropy": 0.17508464554945627,
|
|
"epoch": 0.2623497997329773,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 8.267425452104245e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 942196681.0,
|
|
"reward": 0.629449725151062,
|
|
"reward_std": 0.39736807346343994,
|
|
"rewards/TRLRewardAdapter/mean": 0.629449725151062,
|
|
"rewards/TRLRewardAdapter/std": 0.39736807346343994,
|
|
"sampling/importance_sampling_ratio/max": 1.1490951776504517,
|
|
"sampling/importance_sampling_ratio/mean": 0.044362571090459824,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 56.248069763183594,
|
|
"sampling/sampling_logp_difference/mean": 0.022919822484254837,
|
|
"step": 393,
|
|
"step_time": 396.4554894999601
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.1354166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9949.0,
|
|
"completions/mean_length": 3714.234619140625,
|
|
"completions/mean_terminated_length": 2729.717041015625,
|
|
"completions/min_length": 68.0,
|
|
"completions/min_terminated_length": 68.0,
|
|
"entropy": 0.17053831120332083,
|
|
"epoch": 0.2630173564753004,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 1.0191835025985177e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 946243114.0,
|
|
"reward": 0.559101939201355,
|
|
"reward_std": 0.4031083285808563,
|
|
"rewards/TRLRewardAdapter/mean": 0.559101939201355,
|
|
"rewards/TRLRewardAdapter/std": 0.4031083285808563,
|
|
"sampling/importance_sampling_ratio/max": 2.4719746112823486,
|
|
"sampling/importance_sampling_ratio/mean": 0.07111819088459015,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 43.12621307373047,
|
|
"sampling/sampling_logp_difference/mean": 0.0217319056391716,
|
|
"step": 394,
|
|
"step_time": 376.9579858472571
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00729166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9737.0,
|
|
"completions/mean_length": 2014.3948974609375,
|
|
"completions/mean_terminated_length": 1955.7386474609375,
|
|
"completions/min_length": 86.0,
|
|
"completions/min_terminated_length": 86.0,
|
|
"entropy": 0.17502794166405997,
|
|
"epoch": 0.2636849132176235,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.473735109308606e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 948618853.0,
|
|
"reward": 0.7732231616973877,
|
|
"reward_std": 0.29242008924484253,
|
|
"rewards/TRLRewardAdapter/mean": 0.7732231020927429,
|
|
"rewards/TRLRewardAdapter/std": 0.29242008924484253,
|
|
"sampling/importance_sampling_ratio/max": 2.2563130855560303,
|
|
"sampling/importance_sampling_ratio/mean": 0.05922776460647583,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 18.0,
|
|
"sampling/sampling_logp_difference/mean": 0.023191016167402267,
|
|
"step": 395,
|
|
"step_time": 223.79521680087782
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04270833730697632,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9738.0,
|
|
"completions/mean_length": 2216.42724609375,
|
|
"completions/mean_terminated_length": 1869.1729736328125,
|
|
"completions/min_length": 60.0,
|
|
"completions/min_terminated_length": 60.0,
|
|
"entropy": 0.14131479958693186,
|
|
"epoch": 0.2643524699599466,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.38100713433684e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 951216799.0,
|
|
"reward": 0.7581943869590759,
|
|
"reward_std": 0.3328278064727783,
|
|
"rewards/TRLRewardAdapter/mean": 0.7581943273544312,
|
|
"rewards/TRLRewardAdapter/std": 0.33282777667045593,
|
|
"sampling/importance_sampling_ratio/max": 1.7143505811691284,
|
|
"sampling/importance_sampling_ratio/mean": 0.13557863235473633,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.0,
|
|
"sampling/sampling_logp_difference/mean": 0.019376251846551895,
|
|
"step": 396,
|
|
"step_time": 324.43397783406544
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9436.0,
|
|
"completions/mean_length": 1801.3719482421875,
|
|
"completions/mean_terminated_length": 1671.2349853515625,
|
|
"completions/min_length": 50.0,
|
|
"completions/min_terminated_length": 50.0,
|
|
"entropy": 0.17197711020708084,
|
|
"epoch": 0.2650200267022697,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 7.665604888260225e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 953389604.0,
|
|
"reward": 0.7762883901596069,
|
|
"reward_std": 0.30502769351005554,
|
|
"rewards/TRLRewardAdapter/mean": 0.7762883305549622,
|
|
"rewards/TRLRewardAdapter/std": 0.30502772331237793,
|
|
"sampling/importance_sampling_ratio/max": 1.3915154933929443,
|
|
"sampling/importance_sampling_ratio/mean": 0.09827818721532822,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.24807071685791,
|
|
"sampling/sampling_logp_difference/mean": 0.022552315145730972,
|
|
"step": 397,
|
|
"step_time": 288.3731270239223
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07500000298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9062.0,
|
|
"completions/mean_length": 2054.25439453125,
|
|
"completions/mean_terminated_length": 1410.0045166015625,
|
|
"completions/min_length": 51.0,
|
|
"completions/min_terminated_length": 51.0,
|
|
"entropy": 0.12804735700289407,
|
|
"epoch": 0.2656875834445928,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 3.026070074831449e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0003,
|
|
"num_tokens": 955811032.0,
|
|
"reward": 0.7290059924125671,
|
|
"reward_std": 0.37476101517677307,
|
|
"rewards/TRLRewardAdapter/mean": 0.7290059328079224,
|
|
"rewards/TRLRewardAdapter/std": 0.37476104497909546,
|
|
"sampling/importance_sampling_ratio/max": 1.7840882539749146,
|
|
"sampling/importance_sampling_ratio/mean": 0.11578605324029922,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.134021759033203,
|
|
"sampling/sampling_logp_difference/mean": 0.017632098868489265,
|
|
"step": 398,
|
|
"step_time": 393.6341925120214
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.09583333879709244,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9901.0,
|
|
"completions/mean_length": 2885.638671875,
|
|
"completions/mean_terminated_length": 2131.581787109375,
|
|
"completions/min_length": 54.0,
|
|
"completions/min_terminated_length": 54.0,
|
|
"entropy": 0.15518027544021606,
|
|
"epoch": 0.26635514018691586,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.1584914518724495e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 959074301.0,
|
|
"reward": 0.6443060636520386,
|
|
"reward_std": 0.3824462592601776,
|
|
"rewards/TRLRewardAdapter/mean": 0.6443060636520386,
|
|
"rewards/TRLRewardAdapter/std": 0.3824462592601776,
|
|
"sampling/importance_sampling_ratio/max": 2.082005262374878,
|
|
"sampling/importance_sampling_ratio/mean": 0.07381443679332733,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 51.0,
|
|
"sampling/sampling_logp_difference/mean": 0.02014206163585186,
|
|
"step": 399,
|
|
"step_time": 391.6560095989844
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07395833730697632,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9904.0,
|
|
"completions/mean_length": 2783.580322265625,
|
|
"completions/mean_terminated_length": 2207.24072265625,
|
|
"completions/min_length": 100.0,
|
|
"completions/min_terminated_length": 100.0,
|
|
"entropy": 0.16383168349663416,
|
|
"epoch": 0.26702269692923897,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.927021094112977e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 962170442.0,
|
|
"reward": 0.6765222549438477,
|
|
"reward_std": 0.38263800740242004,
|
|
"rewards/TRLRewardAdapter/mean": 0.6765221953392029,
|
|
"rewards/TRLRewardAdapter/std": 0.38263797760009766,
|
|
"sampling/importance_sampling_ratio/max": 0.9627533555030823,
|
|
"sampling/importance_sampling_ratio/mean": 0.05882517248392105,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 34.5,
|
|
"sampling/sampling_logp_difference/mean": 0.02149171195924282,
|
|
"step": 400,
|
|
"step_time": 359.0179472381715
|
|
},
|
|
{
|
|
"epoch": 0.26702269692923897,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.030869564324941322,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 9216.434782608696,
|
|
"eval_completions/mean_length": 1360.754102623981,
|
|
"eval_completions/mean_terminated_length": 1085.8644674549932,
|
|
"eval_completions/min_length": 49.17391304347826,
|
|
"eval_completions/min_terminated_length": 49.17391304347826,
|
|
"eval_entropy": 0.16026884446973386,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 962170442.0,
|
|
"eval_reward": 0.6105995074562405,
|
|
"eval_reward_std": 0.4395737324071967,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.6105995255967845,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.43957373370294983,
|
|
"eval_runtime": 1407.7478,
|
|
"eval_samples_per_second": 3.243,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.0015333165293154,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.3261256904705711,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 8.257099167160366,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.021078407845419388,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 400
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0677083358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9774.0,
|
|
"completions/mean_length": 2200.77099609375,
|
|
"completions/mean_terminated_length": 1634.3463134765625,
|
|
"completions/min_length": 74.0,
|
|
"completions/min_terminated_length": 74.0,
|
|
"entropy": 0.14611802250146866,
|
|
"epoch": 0.2676902536715621,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 6.639497654919898e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 964729710.0,
|
|
"reward": 0.7407668232917786,
|
|
"reward_std": 0.3499545454978943,
|
|
"rewards/TRLRewardAdapter/mean": 0.7407667636871338,
|
|
"rewards/TRLRewardAdapter/std": 0.3499545156955719,
|
|
"sampling/importance_sampling_ratio/max": 1.8409531116485596,
|
|
"sampling/importance_sampling_ratio/mean": 0.1157359853386879,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.8068528175354,
|
|
"sampling/sampling_logp_difference/mean": 0.01971454732120037,
|
|
"step": 401,
|
|
"step_time": 381.1008231488522
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9897.0,
|
|
"completions/mean_length": 2185.182373046875,
|
|
"completions/mean_terminated_length": 1959.0299072265625,
|
|
"completions/min_length": 69.0,
|
|
"completions/min_terminated_length": 69.0,
|
|
"entropy": 0.16746549059947333,
|
|
"epoch": 0.2683578104138852,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 7.980767541501329e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 967351325.0,
|
|
"reward": 0.7581387162208557,
|
|
"reward_std": 0.3126850426197052,
|
|
"rewards/TRLRewardAdapter/mean": 0.7581386566162109,
|
|
"rewards/TRLRewardAdapter/std": 0.3126850426197052,
|
|
"sampling/importance_sampling_ratio/max": 2.1669907569885254,
|
|
"sampling/importance_sampling_ratio/mean": 0.11185529083013535,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.25,
|
|
"sampling/sampling_logp_difference/mean": 0.022351957857608795,
|
|
"step": 402,
|
|
"step_time": 347.2106857220642
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.09270834177732468,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9658.0,
|
|
"completions/mean_length": 2964.775146484375,
|
|
"completions/mean_terminated_length": 2245.90576171875,
|
|
"completions/min_length": 77.0,
|
|
"completions/min_terminated_length": 77.0,
|
|
"entropy": 0.16202715039253235,
|
|
"epoch": 0.2690253671562083,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 6.908802012653152e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 970623941.0,
|
|
"reward": 0.6669699549674988,
|
|
"reward_std": 0.37962353229522705,
|
|
"rewards/TRLRewardAdapter/mean": 0.6669699549674988,
|
|
"rewards/TRLRewardAdapter/std": 0.37962353229522705,
|
|
"sampling/importance_sampling_ratio/max": 1.5657083988189697,
|
|
"sampling/importance_sampling_ratio/mean": 0.0983724370598793,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 24.101531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.021145585924386978,
|
|
"step": 403,
|
|
"step_time": 383.6222748470027
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01458333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9853.0,
|
|
"completions/mean_length": 1710.7938232421875,
|
|
"completions/mean_terminated_length": 1588.1204833984375,
|
|
"completions/min_length": 45.0,
|
|
"completions/min_terminated_length": 45.0,
|
|
"entropy": 0.13176462550957999,
|
|
"epoch": 0.2696929238985314,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.4318131838482612e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 972673599.0,
|
|
"reward": 0.8085875511169434,
|
|
"reward_std": 0.28127777576446533,
|
|
"rewards/TRLRewardAdapter/mean": 0.8085874915122986,
|
|
"rewards/TRLRewardAdapter/std": 0.28127777576446533,
|
|
"sampling/importance_sampling_ratio/max": 2.368854522705078,
|
|
"sampling/importance_sampling_ratio/mean": 0.1496104747056961,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 3.9077272415161133,
|
|
"sampling/sampling_logp_difference/mean": 0.01796255074441433,
|
|
"step": 404,
|
|
"step_time": 293.5846458537271
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02916666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9886.0,
|
|
"completions/mean_length": 2007.712646484375,
|
|
"completions/mean_terminated_length": 1767.600830078125,
|
|
"completions/min_length": 62.0,
|
|
"completions/min_terminated_length": 62.0,
|
|
"entropy": 0.1441312531630198,
|
|
"epoch": 0.2703604806408545,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00024781995780243,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 975041739.0,
|
|
"reward": 0.7064379453659058,
|
|
"reward_std": 0.3841613531112671,
|
|
"rewards/TRLRewardAdapter/mean": 0.7064379453659058,
|
|
"rewards/TRLRewardAdapter/std": 0.3841613531112671,
|
|
"sampling/importance_sampling_ratio/max": 1.5672305822372437,
|
|
"sampling/importance_sampling_ratio/mean": 0.10929770767688751,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.41016960144043,
|
|
"sampling/sampling_logp_difference/mean": 0.01968231610953808,
|
|
"step": 405,
|
|
"step_time": 339.1389740679879
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.013541667722165585,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9795.0,
|
|
"completions/mean_length": 1765.4698486328125,
|
|
"completions/mean_terminated_length": 1652.4298095703125,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.13180537770191827,
|
|
"epoch": 0.27102803738317754,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 4.1950340850529255e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 977185646.0,
|
|
"reward": 0.7725633978843689,
|
|
"reward_std": 0.32077792286872864,
|
|
"rewards/TRLRewardAdapter/mean": 0.7725633382797241,
|
|
"rewards/TRLRewardAdapter/std": 0.32077792286872864,
|
|
"sampling/importance_sampling_ratio/max": 2.79819655418396,
|
|
"sampling/importance_sampling_ratio/mean": 0.10723326355218887,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.03125,
|
|
"sampling/sampling_logp_difference/mean": 0.017820317298173904,
|
|
"step": 406,
|
|
"step_time": 290.0956874979893
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06145833805203438,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9927.0,
|
|
"completions/mean_length": 2984.994873046875,
|
|
"completions/mean_terminated_length": 2525.6328125,
|
|
"completions/min_length": 87.0,
|
|
"completions/min_terminated_length": 87.0,
|
|
"entropy": 0.1766236275434494,
|
|
"epoch": 0.27169559412550065,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 1.0341662534642958e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 980526761.0,
|
|
"reward": 0.6100820302963257,
|
|
"reward_std": 0.4067338705062866,
|
|
"rewards/TRLRewardAdapter/mean": 0.6100819706916809,
|
|
"rewards/TRLRewardAdapter/std": 0.4067338705062866,
|
|
"sampling/importance_sampling_ratio/max": 1.7174222469329834,
|
|
"sampling/importance_sampling_ratio/mean": 0.07787225395441055,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.25,
|
|
"sampling/sampling_logp_difference/mean": 0.022664804011583328,
|
|
"step": 407,
|
|
"step_time": 381.98086314089596
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9905.0,
|
|
"completions/mean_length": 1684.2021484375,
|
|
"completions/mean_terminated_length": 1452.7130126953125,
|
|
"completions/min_length": 52.0,
|
|
"completions/min_terminated_length": 52.0,
|
|
"entropy": 0.14318853865067163,
|
|
"epoch": 0.27236315086782376,
|
|
"frac_reward_zero_std": 0.20000001788139343,
|
|
"grad_norm": 0.00036408703151548437,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 982565643.0,
|
|
"reward": 0.7209904193878174,
|
|
"reward_std": 0.386615127325058,
|
|
"rewards/TRLRewardAdapter/mean": 0.7209903597831726,
|
|
"rewards/TRLRewardAdapter/std": 0.386615127325058,
|
|
"sampling/importance_sampling_ratio/max": 2.50241756439209,
|
|
"sampling/importance_sampling_ratio/mean": 0.11275880038738251,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.65625,
|
|
"sampling/sampling_logp_difference/mean": 0.01986583136022091,
|
|
"step": 408,
|
|
"step_time": 347.3044920390239
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9293.0,
|
|
"completions/mean_length": 2204.367919921875,
|
|
"completions/mean_terminated_length": 1900.6417236328125,
|
|
"completions/min_length": 81.0,
|
|
"completions/min_terminated_length": 81.0,
|
|
"entropy": 0.15813934803009033,
|
|
"epoch": 0.27303070761014686,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.8221699382844762e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 985138060.0,
|
|
"reward": 0.7356215119361877,
|
|
"reward_std": 0.3306973874568939,
|
|
"rewards/TRLRewardAdapter/mean": 0.735621452331543,
|
|
"rewards/TRLRewardAdapter/std": 0.3306973874568939,
|
|
"sampling/importance_sampling_ratio/max": 2.7405922412872314,
|
|
"sampling/importance_sampling_ratio/mean": 0.06565914303064346,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 46.20545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.02095605805516243,
|
|
"step": 409,
|
|
"step_time": 377.63309240702074
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0677083358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9984.0,
|
|
"completions/mean_length": 2134.904296875,
|
|
"completions/mean_terminated_length": 1563.696044921875,
|
|
"completions/min_length": 86.0,
|
|
"completions/min_terminated_length": 86.0,
|
|
"entropy": 0.16594761361678442,
|
|
"epoch": 0.27369826435246997,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 8.741283500959033e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 987624016.0,
|
|
"reward": 0.7235954403877258,
|
|
"reward_std": 0.3731254041194916,
|
|
"rewards/TRLRewardAdapter/mean": 0.7235954403877258,
|
|
"rewards/TRLRewardAdapter/std": 0.3731254041194916,
|
|
"sampling/importance_sampling_ratio/max": 1.1907539367675781,
|
|
"sampling/importance_sampling_ratio/mean": 0.09292031824588776,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 37.0,
|
|
"sampling/sampling_logp_difference/mean": 0.02109154686331749,
|
|
"step": 410,
|
|
"step_time": 390.1976270779269
|
|
},
|
|
{
|
|
"epoch": 0.27369826435246997,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.0254347819187071,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8709.347826086956,
|
|
"eval_completions/mean_length": 1175.0382265837295,
|
|
"eval_completions/mean_terminated_length": 944.4248551078465,
|
|
"eval_completions/min_length": 48.52173913043478,
|
|
"eval_completions/min_terminated_length": 48.52173913043478,
|
|
"eval_entropy": 0.15156039789966916,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 987624016.0,
|
|
"eval_reward": 0.5887503572132277,
|
|
"eval_reward_std": 0.4525719595992047,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5887503649877466,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.45257195830345154,
|
|
"eval_runtime": 1394.1299,
|
|
"eval_samples_per_second": 3.275,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.9533383379811826,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.38132030549256696,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 9.986089903375376,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.020180312916636467,
|
|
"eval_steps_per_second": 0.016,
|
|
"step": 410
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03541667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9789.0,
|
|
"completions/mean_length": 2437.878173828125,
|
|
"completions/mean_terminated_length": 2160.21923828125,
|
|
"completions/min_length": 52.0,
|
|
"completions/min_terminated_length": 52.0,
|
|
"entropy": 0.15434736758470535,
|
|
"epoch": 0.27436582109479307,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.5926855163843807e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 990468731.0,
|
|
"reward": 0.6518151760101318,
|
|
"reward_std": 0.39131486415863037,
|
|
"rewards/TRLRewardAdapter/mean": 0.6518151760101318,
|
|
"rewards/TRLRewardAdapter/std": 0.39131489396095276,
|
|
"sampling/importance_sampling_ratio/max": 1.3977112770080566,
|
|
"sampling/importance_sampling_ratio/mean": 0.14134684205055237,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.193679809570312,
|
|
"sampling/sampling_logp_difference/mean": 0.020641865208745003,
|
|
"step": 411,
|
|
"step_time": 364.6299540338805
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9930.0,
|
|
"completions/mean_length": 2153.855224609375,
|
|
"completions/mean_terminated_length": 1848.1612548828125,
|
|
"completions/min_length": 75.0,
|
|
"completions/min_terminated_length": 75.0,
|
|
"entropy": 0.12206229070822398,
|
|
"epoch": 0.2750333778371162,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.2122712200836976e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 992959408.0,
|
|
"reward": 0.7532145380973816,
|
|
"reward_std": 0.33592459559440613,
|
|
"rewards/TRLRewardAdapter/mean": 0.7532145380973816,
|
|
"rewards/TRLRewardAdapter/std": 0.33592459559440613,
|
|
"sampling/importance_sampling_ratio/max": 1.700029969215393,
|
|
"sampling/importance_sampling_ratio/mean": 0.12136764824390411,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.887248039245605,
|
|
"sampling/sampling_logp_difference/mean": 0.016496261581778526,
|
|
"step": 412,
|
|
"step_time": 294.22386969823856
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06354167312383652,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9705.0,
|
|
"completions/mean_length": 1970.7667236328125,
|
|
"completions/mean_terminated_length": 1425.9576416015625,
|
|
"completions/min_length": 62.0,
|
|
"completions/min_terminated_length": 62.0,
|
|
"entropy": 0.1632708559433619,
|
|
"epoch": 0.2757009345794392,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 5.645914531594319e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0009,
|
|
"num_tokens": 995285936.0,
|
|
"reward": 0.7726653218269348,
|
|
"reward_std": 0.3186584711074829,
|
|
"rewards/TRLRewardAdapter/mean": 0.77266526222229,
|
|
"rewards/TRLRewardAdapter/std": 0.3186584711074829,
|
|
"sampling/importance_sampling_ratio/max": 1.1842550039291382,
|
|
"sampling/importance_sampling_ratio/mean": 0.08007583767175674,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.0,
|
|
"sampling/sampling_logp_difference/mean": 0.02121994085609913,
|
|
"step": 413,
|
|
"step_time": 374.91678724985104
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8203.0,
|
|
"completions/mean_length": 1652.7177734375,
|
|
"completions/mean_terminated_length": 1420.3521728515625,
|
|
"completions/min_length": 127.0,
|
|
"completions/min_terminated_length": 127.0,
|
|
"entropy": 0.14093205084403357,
|
|
"epoch": 0.27636849132176233,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0001646008496378371,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 997245121.0,
|
|
"reward": 0.7620292901992798,
|
|
"reward_std": 0.34299641847610474,
|
|
"rewards/TRLRewardAdapter/mean": 0.7620292901992798,
|
|
"rewards/TRLRewardAdapter/std": 0.3429964482784271,
|
|
"sampling/importance_sampling_ratio/max": 0.9462296962738037,
|
|
"sampling/importance_sampling_ratio/mean": 0.056335847824811935,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.844983100891113,
|
|
"sampling/sampling_logp_difference/mean": 0.01917768456041813,
|
|
"step": 414,
|
|
"step_time": 322.16713806882035
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0,
|
|
"completions/max_length": 9817.0,
|
|
"completions/max_terminated_length": 9817.0,
|
|
"completions/mean_length": 2085.140625,
|
|
"completions/mean_terminated_length": 2085.140625,
|
|
"completions/min_length": 51.0,
|
|
"completions/min_terminated_length": 51.0,
|
|
"entropy": 0.13451137642065683,
|
|
"epoch": 0.27703604806408544,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 9.969909391895965e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 999730472.0,
|
|
"reward": 0.7757638096809387,
|
|
"reward_std": 0.28308799862861633,
|
|
"rewards/TRLRewardAdapter/mean": 0.775763750076294,
|
|
"rewards/TRLRewardAdapter/std": 0.28308799862861633,
|
|
"sampling/importance_sampling_ratio/max": 2.076106071472168,
|
|
"sampling/importance_sampling_ratio/mean": 0.13609851896762848,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.637249946594238,
|
|
"sampling/sampling_logp_difference/mean": 0.018313398584723473,
|
|
"step": 415,
|
|
"step_time": 197.6264984671725
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07187500596046448,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9997.0,
|
|
"completions/mean_length": 2428.841796875,
|
|
"completions/mean_terminated_length": 1842.5230712890625,
|
|
"completions/min_length": 82.0,
|
|
"completions/min_terminated_length": 82.0,
|
|
"entropy": 0.1639251708984375,
|
|
"epoch": 0.27770360480640854,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00011642205021780068,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1002471248.0,
|
|
"reward": 0.7048565149307251,
|
|
"reward_std": 0.38382983207702637,
|
|
"rewards/TRLRewardAdapter/mean": 0.7048565149307251,
|
|
"rewards/TRLRewardAdapter/std": 0.38382983207702637,
|
|
"sampling/importance_sampling_ratio/max": 1.5904319286346436,
|
|
"sampling/importance_sampling_ratio/mean": 0.12232930958271027,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 25.53516960144043,
|
|
"sampling/sampling_logp_difference/mean": 0.021794654428958893,
|
|
"step": 416,
|
|
"step_time": 303.2557416759664
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0416666679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9451.0,
|
|
"completions/mean_length": 2099.602294921875,
|
|
"completions/mean_terminated_length": 1756.1064453125,
|
|
"completions/min_length": 101.0,
|
|
"completions/min_terminated_length": 101.0,
|
|
"entropy": 0.1544155776500702,
|
|
"epoch": 0.27837116154873165,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 7.827698018343941e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1004936434.0,
|
|
"reward": 0.7461509108543396,
|
|
"reward_std": 0.33451542258262634,
|
|
"rewards/TRLRewardAdapter/mean": 0.7461508512496948,
|
|
"rewards/TRLRewardAdapter/std": 0.33451542258262634,
|
|
"sampling/importance_sampling_ratio/max": 1.1950381994247437,
|
|
"sampling/importance_sampling_ratio/mean": 0.07465216517448425,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.887245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.02035471796989441,
|
|
"step": 417,
|
|
"step_time": 327.0528466090327
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01145833358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8690.0,
|
|
"completions/mean_length": 1475.784423828125,
|
|
"completions/mean_terminated_length": 1376.9788818359375,
|
|
"completions/min_length": 55.0,
|
|
"completions/min_terminated_length": 55.0,
|
|
"entropy": 0.13591650873422623,
|
|
"epoch": 0.27903871829105475,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 4.033884770630608e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1006824067.0,
|
|
"reward": 0.8221532702445984,
|
|
"reward_std": 0.26744791865348816,
|
|
"rewards/TRLRewardAdapter/mean": 0.8221532106399536,
|
|
"rewards/TRLRewardAdapter/std": 0.26744791865348816,
|
|
"sampling/importance_sampling_ratio/max": 2.4354710578918457,
|
|
"sampling/importance_sampling_ratio/mean": 0.1379142850637436,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.3449835777282715,
|
|
"sampling/sampling_logp_difference/mean": 0.018972687423229218,
|
|
"step": 418,
|
|
"step_time": 267.8548329808982
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03125,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9882.0,
|
|
"completions/mean_length": 2310.94189453125,
|
|
"completions/mean_terminated_length": 2062.907470703125,
|
|
"completions/min_length": 121.0,
|
|
"completions/min_terminated_length": 121.0,
|
|
"entropy": 0.1483866274356842,
|
|
"epoch": 0.27970627503337786,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0003909318342495618,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 1009483115.0,
|
|
"reward": 0.6879848837852478,
|
|
"reward_std": 0.3791978061199188,
|
|
"rewards/TRLRewardAdapter/mean": 0.687984824180603,
|
|
"rewards/TRLRewardAdapter/std": 0.37919777631759644,
|
|
"sampling/importance_sampling_ratio/max": 1.0974615812301636,
|
|
"sampling/importance_sampling_ratio/mean": 0.04428809508681297,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 22.5,
|
|
"sampling/sampling_logp_difference/mean": 0.019995903596282005,
|
|
"step": 419,
|
|
"step_time": 249.74647208792157
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9648.0,
|
|
"completions/mean_length": 2509.938720703125,
|
|
"completions/mean_terminated_length": 2366.81640625,
|
|
"completions/min_length": 58.0,
|
|
"completions/min_terminated_length": 58.0,
|
|
"entropy": 0.15841978043317795,
|
|
"epoch": 0.2803738317757009,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 3.734606442845393e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1012338224.0,
|
|
"reward": 0.7217106223106384,
|
|
"reward_std": 0.29967164993286133,
|
|
"rewards/TRLRewardAdapter/mean": 0.7217105627059937,
|
|
"rewards/TRLRewardAdapter/std": 0.29967164993286133,
|
|
"sampling/importance_sampling_ratio/max": 2.8210153579711914,
|
|
"sampling/importance_sampling_ratio/mean": 0.07853854447603226,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.75,
|
|
"sampling/sampling_logp_difference/mean": 0.020767051726579666,
|
|
"step": 420,
|
|
"step_time": 254.25566426618025
|
|
},
|
|
{
|
|
"epoch": 0.2803738317757009,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.021304347228420818,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8956.91304347826,
|
|
"eval_completions/mean_length": 1016.0084626570991,
|
|
"eval_completions/mean_terminated_length": 820.3952291737432,
|
|
"eval_completions/min_length": 48.43478260869565,
|
|
"eval_completions/min_terminated_length": 48.43478260869565,
|
|
"eval_entropy": 0.14185479607271112,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1012338224.0,
|
|
"eval_reward": 0.5690510013829106,
|
|
"eval_reward_std": 0.46317493138105975,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5690510117489359,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.46317493785982544,
|
|
"eval_runtime": 1379.0543,
|
|
"eval_samples_per_second": 3.311,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.0219175608261772,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.41673310554545856,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 8.008140040480573,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019339308790538624,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 420
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05520833656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9992.0,
|
|
"completions/mean_length": 2317.682373046875,
|
|
"completions/mean_terminated_length": 1868.770751953125,
|
|
"completions/min_length": 51.0,
|
|
"completions/min_terminated_length": 51.0,
|
|
"entropy": 0.152202899257342,
|
|
"epoch": 0.281041388518024,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 4.11649488188538e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1015083775.0,
|
|
"reward": 0.7044776082038879,
|
|
"reward_std": 0.3585164546966553,
|
|
"rewards/TRLRewardAdapter/mean": 0.7044775485992432,
|
|
"rewards/TRLRewardAdapter/std": 0.3585164546966553,
|
|
"sampling/importance_sampling_ratio/max": 1.4163119792938232,
|
|
"sampling/importance_sampling_ratio/mean": 0.1181924119591713,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 16.156776428222656,
|
|
"sampling/sampling_logp_difference/mean": 0.020426075905561447,
|
|
"step": 421,
|
|
"step_time": 371.2534849351505
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05937500298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9968.0,
|
|
"completions/mean_length": 2307.058349609375,
|
|
"completions/mean_terminated_length": 1821.4573974609375,
|
|
"completions/min_length": 62.0,
|
|
"completions/min_terminated_length": 62.0,
|
|
"entropy": 0.13785811265309653,
|
|
"epoch": 0.2817089452603471,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 4.1231267703821755e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1017740087.0,
|
|
"reward": 0.7226883172988892,
|
|
"reward_std": 0.3642849624156952,
|
|
"rewards/TRLRewardAdapter/mean": 0.7226883172988892,
|
|
"rewards/TRLRewardAdapter/std": 0.3642849624156952,
|
|
"sampling/importance_sampling_ratio/max": 1.6585584878921509,
|
|
"sampling/importance_sampling_ratio/mean": 0.15118804574012756,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 41.36874771118164,
|
|
"sampling/sampling_logp_difference/mean": 0.01871716044843197,
|
|
"step": 422,
|
|
"step_time": 370.9003166531911
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03020833432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9982.0,
|
|
"completions/mean_length": 1467.5677490234375,
|
|
"completions/mean_terminated_length": 1201.7884521484375,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.13273724913597107,
|
|
"epoch": 0.2823765020026702,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 1.2911630226932836e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1019526136.0,
|
|
"reward": 0.7962033748626709,
|
|
"reward_std": 0.3106580972671509,
|
|
"rewards/TRLRewardAdapter/mean": 0.7962033748626709,
|
|
"rewards/TRLRewardAdapter/std": 0.3106580674648285,
|
|
"sampling/importance_sampling_ratio/max": 1.7415729761123657,
|
|
"sampling/importance_sampling_ratio/mean": 0.12137118726968765,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.65625,
|
|
"sampling/sampling_logp_difference/mean": 0.01802809163928032,
|
|
"step": 423,
|
|
"step_time": 375.1692789949011
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9900.0,
|
|
"completions/mean_length": 2783.85546875,
|
|
"completions/mean_terminated_length": 2302.779052734375,
|
|
"completions/min_length": 70.0,
|
|
"completions/min_terminated_length": 70.0,
|
|
"entropy": 0.15752914299567541,
|
|
"epoch": 0.28304405874499333,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 6.202810614675275e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1022687117.0,
|
|
"reward": 0.5960420966148376,
|
|
"reward_std": 0.43868494033813477,
|
|
"rewards/TRLRewardAdapter/mean": 0.5960420370101929,
|
|
"rewards/TRLRewardAdapter/std": 0.43868494033813477,
|
|
"sampling/importance_sampling_ratio/max": 1.7352423667907715,
|
|
"sampling/importance_sampling_ratio/mean": 0.0915873795747757,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 52.5,
|
|
"sampling/sampling_logp_difference/mean": 0.021091794595122337,
|
|
"step": 424,
|
|
"step_time": 399.0264687628951
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.004166666883975267,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9991.0,
|
|
"completions/mean_length": 1617.9073486328125,
|
|
"completions/mean_terminated_length": 1582.835693359375,
|
|
"completions/min_length": 48.0,
|
|
"completions/min_terminated_length": 48.0,
|
|
"entropy": 0.12652760495742163,
|
|
"epoch": 0.28371161548731644,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.4878113577376164e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1024720372.0,
|
|
"reward": 0.7811723947525024,
|
|
"reward_std": 0.3302939534187317,
|
|
"rewards/TRLRewardAdapter/mean": 0.7811723947525024,
|
|
"rewards/TRLRewardAdapter/std": 0.3302939534187317,
|
|
"sampling/importance_sampling_ratio/max": 2.247945785522461,
|
|
"sampling/importance_sampling_ratio/mean": 0.19393962621688843,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.5,
|
|
"sampling/sampling_logp_difference/mean": 0.017858104780316353,
|
|
"step": 425,
|
|
"step_time": 239.27856384404004
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06041666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9945.0,
|
|
"completions/mean_length": 2382.06689453125,
|
|
"completions/mean_terminated_length": 1892.2216796875,
|
|
"completions/min_length": 56.0,
|
|
"completions/min_terminated_length": 56.0,
|
|
"entropy": 0.141318346063296,
|
|
"epoch": 0.28437917222963954,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.785782772239021e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1027405428.0,
|
|
"reward": 0.693681538105011,
|
|
"reward_std": 0.37878090143203735,
|
|
"rewards/TRLRewardAdapter/mean": 0.693681538105011,
|
|
"rewards/TRLRewardAdapter/std": 0.37878093123435974,
|
|
"sampling/importance_sampling_ratio/max": 2.1549086570739746,
|
|
"sampling/importance_sampling_ratio/mean": 0.11494819819927216,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 35.25,
|
|
"sampling/sampling_logp_difference/mean": 0.018982084468007088,
|
|
"step": 426,
|
|
"step_time": 375.53750344295986
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06145833805203438,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9798.0,
|
|
"completions/mean_length": 2086.901123046875,
|
|
"completions/mean_terminated_length": 1568.729248046875,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.16476844251155853,
|
|
"epoch": 0.2850467289719626,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 9.536870449060761e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1029832437.0,
|
|
"reward": 0.7288017868995667,
|
|
"reward_std": 0.36465123295783997,
|
|
"rewards/TRLRewardAdapter/mean": 0.7288017272949219,
|
|
"rewards/TRLRewardAdapter/std": 0.36465123295783997,
|
|
"sampling/importance_sampling_ratio/max": 1.233811616897583,
|
|
"sampling/importance_sampling_ratio/mean": 0.08492270112037659,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.5,
|
|
"sampling/sampling_logp_difference/mean": 0.020242679864168167,
|
|
"step": 427,
|
|
"step_time": 317.4531303399708
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00937500037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9657.0,
|
|
"completions/mean_length": 1336.050048828125,
|
|
"completions/mean_terminated_length": 1254.0567626953125,
|
|
"completions/min_length": 52.0,
|
|
"completions/min_terminated_length": 52.0,
|
|
"entropy": 0.14349542061487833,
|
|
"epoch": 0.2857142857142857,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.949736152276316e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1031554917.0,
|
|
"reward": 0.8104223012924194,
|
|
"reward_std": 0.3054373860359192,
|
|
"rewards/TRLRewardAdapter/mean": 0.8104222416877747,
|
|
"rewards/TRLRewardAdapter/std": 0.3054373860359192,
|
|
"sampling/importance_sampling_ratio/max": 2.3019700050354004,
|
|
"sampling/importance_sampling_ratio/mean": 0.15856459736824036,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.375814437866211,
|
|
"sampling/sampling_logp_difference/mean": 0.019741246476769447,
|
|
"step": 428,
|
|
"step_time": 249.96828323916998
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0260416679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8760.0,
|
|
"completions/mean_length": 1523.7646484375,
|
|
"completions/mean_terminated_length": 1297.1273193359375,
|
|
"completions/min_length": 53.0,
|
|
"completions/min_terminated_length": 53.0,
|
|
"entropy": 0.14647366851568222,
|
|
"epoch": 0.2863818424566088,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.1606818298727233e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1033461603.0,
|
|
"reward": 0.8183388113975525,
|
|
"reward_std": 0.2743135988712311,
|
|
"rewards/TRLRewardAdapter/mean": 0.8183387517929077,
|
|
"rewards/TRLRewardAdapter/std": 0.2743135988712311,
|
|
"sampling/importance_sampling_ratio/max": 1.3489980697631836,
|
|
"sampling/importance_sampling_ratio/mean": 0.1166277676820755,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 33.0899658203125,
|
|
"sampling/sampling_logp_difference/mean": 0.020077239722013474,
|
|
"step": 429,
|
|
"step_time": 348.6719399410067
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02916666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9834.0,
|
|
"completions/mean_length": 1647.806396484375,
|
|
"completions/mean_terminated_length": 1396.8819580078125,
|
|
"completions/min_length": 65.0,
|
|
"completions/min_terminated_length": 65.0,
|
|
"entropy": 0.1363809828956922,
|
|
"epoch": 0.2870493991989319,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 2.4324119716196374e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1035470857.0,
|
|
"reward": 0.6872861385345459,
|
|
"reward_std": 0.40567052364349365,
|
|
"rewards/TRLRewardAdapter/mean": 0.6872861385345459,
|
|
"rewards/TRLRewardAdapter/std": 0.40567052364349365,
|
|
"sampling/importance_sampling_ratio/max": 2.71059513092041,
|
|
"sampling/importance_sampling_ratio/mean": 0.09320861846208572,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 42.0,
|
|
"sampling/sampling_logp_difference/mean": 0.018936743959784508,
|
|
"step": 430,
|
|
"step_time": 256.45466834306717
|
|
},
|
|
{
|
|
"epoch": 0.2870493991989319,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.019565216913495376,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8454.260869565218,
|
|
"eval_completions/mean_length": 938.8702021059783,
|
|
"eval_completions/mean_terminated_length": 758.2232480256454,
|
|
"eval_completions/min_length": 47.52173913043478,
|
|
"eval_completions/min_terminated_length": 47.52173913043478,
|
|
"eval_entropy": 0.14101981987123904,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1035470857.0,
|
|
"eval_reward": 0.5718358651451443,
|
|
"eval_reward_std": 0.46482246466304944,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5718358703281569,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4648224737333215,
|
|
"eval_runtime": 1377.6697,
|
|
"eval_samples_per_second": 3.314,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.9318569069323333,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.434755625932113,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 5.268201765806778,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.01915525418260823,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 430
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0260416679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9974.0,
|
|
"completions/mean_length": 2360.768798828125,
|
|
"completions/mean_terminated_length": 2156.51123046875,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.16346114873886108,
|
|
"epoch": 0.287716955941255,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 2.7337753111009525e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1038192107.0,
|
|
"reward": 0.6243202686309814,
|
|
"reward_std": 0.3965376615524292,
|
|
"rewards/TRLRewardAdapter/mean": 0.6243202090263367,
|
|
"rewards/TRLRewardAdapter/std": 0.3965376615524292,
|
|
"sampling/importance_sampling_ratio/max": 2.502486228942871,
|
|
"sampling/importance_sampling_ratio/mean": 0.11559741199016571,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 57.601531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.02147383987903595,
|
|
"step": 431,
|
|
"step_time": 357.9941860110266
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07604166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9622.0,
|
|
"completions/mean_length": 2526.826171875,
|
|
"completions/mean_terminated_length": 1911.7845458984375,
|
|
"completions/min_length": 60.0,
|
|
"completions/min_terminated_length": 60.0,
|
|
"entropy": 0.13791124522686005,
|
|
"epoch": 0.2883845126835781,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 9.563640395304006e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1041071460.0,
|
|
"reward": 0.6321632266044617,
|
|
"reward_std": 0.4194490909576416,
|
|
"rewards/TRLRewardAdapter/mean": 0.6321631669998169,
|
|
"rewards/TRLRewardAdapter/std": 0.4194490909576416,
|
|
"sampling/importance_sampling_ratio/max": 2.664485216140747,
|
|
"sampling/importance_sampling_ratio/mean": 0.11889753490686417,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 43.0,
|
|
"sampling/sampling_logp_difference/mean": 0.019459381699562073,
|
|
"step": 432,
|
|
"step_time": 370.7090881409822
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0677083358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9956.0,
|
|
"completions/mean_length": 2660.242919921875,
|
|
"completions/mean_terminated_length": 2127.187744140625,
|
|
"completions/min_length": 43.0,
|
|
"completions/min_terminated_length": 43.0,
|
|
"entropy": 0.16431138664484024,
|
|
"epoch": 0.2890520694259012,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 7.797964085332968e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1044134509.0,
|
|
"reward": 0.6348368525505066,
|
|
"reward_std": 0.4011939465999603,
|
|
"rewards/TRLRewardAdapter/mean": 0.6348368525505066,
|
|
"rewards/TRLRewardAdapter/std": 0.4011939465999603,
|
|
"sampling/importance_sampling_ratio/max": 1.0976961851119995,
|
|
"sampling/importance_sampling_ratio/mean": 0.05484776943922043,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 37.45545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.021542727947235107,
|
|
"step": 433,
|
|
"step_time": 300.984622546006
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9941.0,
|
|
"completions/mean_length": 2701.907470703125,
|
|
"completions/mean_terminated_length": 2215.367919921875,
|
|
"completions/min_length": 68.0,
|
|
"completions/min_terminated_length": 68.0,
|
|
"entropy": 0.1585269719362259,
|
|
"epoch": 0.2897196261682243,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 4.026110527643052e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1047213396.0,
|
|
"reward": 0.5865404009819031,
|
|
"reward_std": 0.41685375571250916,
|
|
"rewards/TRLRewardAdapter/mean": 0.5865403413772583,
|
|
"rewards/TRLRewardAdapter/std": 0.41685375571250916,
|
|
"sampling/importance_sampling_ratio/max": 1.6978684663772583,
|
|
"sampling/importance_sampling_ratio/mean": 0.12435837090015411,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 34.69087219238281,
|
|
"sampling/sampling_logp_difference/mean": 0.021131372079253197,
|
|
"step": 434,
|
|
"step_time": 335.34367272700183
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04375000298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9803.0,
|
|
"completions/mean_length": 1791.331298828125,
|
|
"completions/mean_terminated_length": 1415.771240234375,
|
|
"completions/min_length": 39.0,
|
|
"completions/min_terminated_length": 39.0,
|
|
"entropy": 0.13533909618854523,
|
|
"epoch": 0.2903871829105474,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 9.796914802203965e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0012,
|
|
"num_tokens": 1049396882.0,
|
|
"reward": 0.7549695372581482,
|
|
"reward_std": 0.3322158753871918,
|
|
"rewards/TRLRewardAdapter/mean": 0.7549694776535034,
|
|
"rewards/TRLRewardAdapter/std": 0.3322158753871918,
|
|
"sampling/importance_sampling_ratio/max": 2.4988250732421875,
|
|
"sampling/importance_sampling_ratio/mean": 0.1072368174791336,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01824800670146942,
|
|
"step": 435,
|
|
"step_time": 339.8566935042618
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0520833358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9615.0,
|
|
"completions/mean_length": 2526.107421875,
|
|
"completions/mean_terminated_length": 2115.453857421875,
|
|
"completions/min_length": 70.0,
|
|
"completions/min_terminated_length": 70.0,
|
|
"entropy": 0.17291886111100516,
|
|
"epoch": 0.2910547396528705,
|
|
"frac_reward_zero_std": 0.23333334922790527,
|
|
"grad_norm": 0.00012586192575670386,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1052313593.0,
|
|
"reward": 0.6181530356407166,
|
|
"reward_std": 0.43599626421928406,
|
|
"rewards/TRLRewardAdapter/mean": 0.6181529760360718,
|
|
"rewards/TRLRewardAdapter/std": 0.43599623441696167,
|
|
"sampling/importance_sampling_ratio/max": 1.5639766454696655,
|
|
"sampling/importance_sampling_ratio/mean": 0.098874531686306,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 55.5,
|
|
"sampling/sampling_logp_difference/mean": 0.02296399138867855,
|
|
"step": 436,
|
|
"step_time": 328.07485921296757
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9223.0,
|
|
"completions/mean_length": 1608.1812744140625,
|
|
"completions/mean_terminated_length": 1420.5047607421875,
|
|
"completions/min_length": 80.0,
|
|
"completions/min_terminated_length": 80.0,
|
|
"entropy": 0.14653341472148895,
|
|
"epoch": 0.2917222963951936,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0008032067892463516,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1054293735.0,
|
|
"reward": 0.7335160374641418,
|
|
"reward_std": 0.36981073021888733,
|
|
"rewards/TRLRewardAdapter/mean": 0.7335159778594971,
|
|
"rewards/TRLRewardAdapter/std": 0.36981070041656494,
|
|
"sampling/importance_sampling_ratio/max": 1.7399553060531616,
|
|
"sampling/importance_sampling_ratio/mean": 0.13991734385490417,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.0,
|
|
"sampling/sampling_logp_difference/mean": 0.019785944372415543,
|
|
"step": 437,
|
|
"step_time": 198.26195538486354
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03958333656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9959.0,
|
|
"completions/mean_length": 1793.701171875,
|
|
"completions/mean_terminated_length": 1455.48046875,
|
|
"completions/min_length": 66.0,
|
|
"completions/min_terminated_length": 66.0,
|
|
"entropy": 0.1462513655424118,
|
|
"epoch": 0.2923898531375167,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.3648445384772884e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1056518056.0,
|
|
"reward": 0.7642224431037903,
|
|
"reward_std": 0.344278484582901,
|
|
"rewards/TRLRewardAdapter/mean": 0.7642223834991455,
|
|
"rewards/TRLRewardAdapter/std": 0.344278484582901,
|
|
"sampling/importance_sampling_ratio/max": 1.7580795288085938,
|
|
"sampling/importance_sampling_ratio/mean": 0.1544979363679886,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 51.5,
|
|
"sampling/sampling_logp_difference/mean": 0.020020417869091034,
|
|
"step": 438,
|
|
"step_time": 349.43762900913134
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03125,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9970.0,
|
|
"completions/mean_length": 1655.9385986328125,
|
|
"completions/mean_terminated_length": 1386.7752685546875,
|
|
"completions/min_length": 67.0,
|
|
"completions/min_terminated_length": 67.0,
|
|
"entropy": 0.13992980619271597,
|
|
"epoch": 0.2930574098798398,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 5.374788770664219e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1058555565.0,
|
|
"reward": 0.7428486347198486,
|
|
"reward_std": 0.3629087209701538,
|
|
"rewards/TRLRewardAdapter/mean": 0.7428485751152039,
|
|
"rewards/TRLRewardAdapter/std": 0.3629086911678314,
|
|
"sampling/importance_sampling_ratio/max": 2.5367181301116943,
|
|
"sampling/importance_sampling_ratio/mean": 0.14650705456733704,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.806852340698242,
|
|
"sampling/sampling_logp_difference/mean": 0.019994467496871948,
|
|
"step": 439,
|
|
"step_time": 374.1058148709126
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03541667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8687.0,
|
|
"completions/mean_length": 1759.6053466796875,
|
|
"completions/mean_terminated_length": 1457.0421142578125,
|
|
"completions/min_length": 101.0,
|
|
"completions/min_terminated_length": 101.0,
|
|
"entropy": 0.1643164629737536,
|
|
"epoch": 0.2937249666221629,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 1.1761337452268878e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1060665490.0,
|
|
"reward": 0.6925541162490845,
|
|
"reward_std": 0.3833613097667694,
|
|
"rewards/TRLRewardAdapter/mean": 0.6925541162490845,
|
|
"rewards/TRLRewardAdapter/std": 0.3833613395690918,
|
|
"sampling/importance_sampling_ratio/max": 1.297868251800537,
|
|
"sampling/importance_sampling_ratio/mean": 0.07822896540164948,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.884025573730469,
|
|
"sampling/sampling_logp_difference/mean": 0.02169259637594223,
|
|
"step": 440,
|
|
"step_time": 305.6746244688984
|
|
},
|
|
{
|
|
"epoch": 0.2937249666221629,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.01869565159406351,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8496.173913043478,
|
|
"eval_completions/mean_length": 912.1893363620924,
|
|
"eval_completions/mean_terminated_length": 739.0834735372792,
|
|
"eval_completions/min_length": 47.47826086956522,
|
|
"eval_completions/min_terminated_length": 47.47826086956522,
|
|
"eval_entropy": 0.13763439720091614,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1060665490.0,
|
|
"eval_reward": 0.5670366961023082,
|
|
"eval_reward_std": 0.46804932407710864,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5670367064683334,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.46804932537286176,
|
|
"eval_runtime": 1371.6965,
|
|
"eval_samples_per_second": 3.329,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.8031463571216748,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.4354217998359514,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 11.196097446524579,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.0187706767540911,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 440
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00729166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9249.0,
|
|
"completions/mean_length": 1521.0240478515625,
|
|
"completions/mean_terminated_length": 1458.743896484375,
|
|
"completions/min_length": 61.0,
|
|
"completions/min_terminated_length": 61.0,
|
|
"entropy": 0.1339197059472402,
|
|
"epoch": 0.29439252336448596,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00014237446121685747,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1062608745.0,
|
|
"reward": 0.7958080768585205,
|
|
"reward_std": 0.3131636381149292,
|
|
"rewards/TRLRewardAdapter/mean": 0.7958080172538757,
|
|
"rewards/TRLRewardAdapter/std": 0.3131636083126068,
|
|
"sampling/importance_sampling_ratio/max": 1.7913273572921753,
|
|
"sampling/importance_sampling_ratio/mean": 0.14956077933311462,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.25,
|
|
"sampling/sampling_logp_difference/mean": 0.018366774544119835,
|
|
"step": 441,
|
|
"step_time": 170.85905134119093
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03541667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9924.0,
|
|
"completions/mean_length": 1822.9063720703125,
|
|
"completions/mean_terminated_length": 1522.6673583984375,
|
|
"completions/min_length": 107.0,
|
|
"completions/min_terminated_length": 107.0,
|
|
"entropy": 0.14660820364952087,
|
|
"epoch": 0.29506008010680906,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 7.18018544648677e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1064750735.0,
|
|
"reward": 0.6770097613334656,
|
|
"reward_std": 0.39446181058883667,
|
|
"rewards/TRLRewardAdapter/mean": 0.6770097017288208,
|
|
"rewards/TRLRewardAdapter/std": 0.39446181058883667,
|
|
"sampling/importance_sampling_ratio/max": 1.466745376586914,
|
|
"sampling/importance_sampling_ratio/mean": 0.05353599786758423,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 34.0,
|
|
"sampling/sampling_logp_difference/mean": 0.020100468769669533,
|
|
"step": 442,
|
|
"step_time": 326.9499144658912
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04375000298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9983.0,
|
|
"completions/mean_length": 2837.310546875,
|
|
"completions/mean_terminated_length": 2509.605712890625,
|
|
"completions/min_length": 57.0,
|
|
"completions/min_terminated_length": 57.0,
|
|
"entropy": 0.1508529782295227,
|
|
"epoch": 0.29572763684913217,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.998193236700814e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1067936473.0,
|
|
"reward": 0.661625862121582,
|
|
"reward_std": 0.3770330548286438,
|
|
"rewards/TRLRewardAdapter/mean": 0.6616258025169373,
|
|
"rewards/TRLRewardAdapter/std": 0.3770330250263214,
|
|
"sampling/importance_sampling_ratio/max": 2.0324759483337402,
|
|
"sampling/importance_sampling_ratio/mean": 0.09827671200037003,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 31.875,
|
|
"sampling/sampling_logp_difference/mean": 0.020297380164265633,
|
|
"step": 443,
|
|
"step_time": 355.7978513709968
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9881.0,
|
|
"completions/mean_length": 2324.136474609375,
|
|
"completions/mean_terminated_length": 1964.199462890625,
|
|
"completions/min_length": 58.0,
|
|
"completions/min_terminated_length": 58.0,
|
|
"entropy": 0.1281721517443657,
|
|
"epoch": 0.2963951935914553,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 8.783551253114223e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1070659292.0,
|
|
"reward": 0.6710386276245117,
|
|
"reward_std": 0.3909524083137512,
|
|
"rewards/TRLRewardAdapter/mean": 0.6710385680198669,
|
|
"rewards/TRLRewardAdapter/std": 0.39095237851142883,
|
|
"sampling/importance_sampling_ratio/max": 1.3135050535202026,
|
|
"sampling/importance_sampling_ratio/mean": 0.10854421555995941,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 36.253543853759766,
|
|
"sampling/sampling_logp_difference/mean": 0.017920782789587975,
|
|
"step": 444,
|
|
"step_time": 308.0118069353048
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01145833358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8405.0,
|
|
"completions/mean_length": 1516.9188232421875,
|
|
"completions/mean_terminated_length": 1418.590087890625,
|
|
"completions/min_length": 56.0,
|
|
"completions/min_terminated_length": 56.0,
|
|
"entropy": 0.14088616768519083,
|
|
"epoch": 0.2970627503337784,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00016056104477905805,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1072557294.0,
|
|
"reward": 0.7483590245246887,
|
|
"reward_std": 0.35885515809059143,
|
|
"rewards/TRLRewardAdapter/mean": 0.748358964920044,
|
|
"rewards/TRLRewardAdapter/std": 0.35885512828826904,
|
|
"sampling/importance_sampling_ratio/max": 1.2652015686035156,
|
|
"sampling/importance_sampling_ratio/mean": 0.14782318472862244,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 3.8566031455993652,
|
|
"sampling/sampling_logp_difference/mean": 0.019155627116560936,
|
|
"step": 445,
|
|
"step_time": 168.53015929891262
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9438.0,
|
|
"completions/mean_length": 1839.868896484375,
|
|
"completions/mean_terminated_length": 1736.5758056640625,
|
|
"completions/min_length": 63.0,
|
|
"completions/min_terminated_length": 63.0,
|
|
"entropy": 0.12924895932277045,
|
|
"epoch": 0.2977303070761015,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00011015875897609374,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1074739664.0,
|
|
"reward": 0.7420682907104492,
|
|
"reward_std": 0.3695714771747589,
|
|
"rewards/TRLRewardAdapter/mean": 0.7420682311058044,
|
|
"rewards/TRLRewardAdapter/std": 0.3695714473724365,
|
|
"sampling/importance_sampling_ratio/max": 1.9629265069961548,
|
|
"sampling/importance_sampling_ratio/mean": 0.18020571768283844,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 19.998071670532227,
|
|
"sampling/sampling_logp_difference/mean": 0.01786736026406288,
|
|
"step": 446,
|
|
"step_time": 270.29260785807855
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0052083334885537624,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9305.0,
|
|
"completions/mean_length": 1327.9656982421875,
|
|
"completions/mean_terminated_length": 1282.562255859375,
|
|
"completions/min_length": 54.0,
|
|
"completions/min_terminated_length": 54.0,
|
|
"entropy": 0.11922571435570717,
|
|
"epoch": 0.2983978638184246,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 8.000186043740395e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 1076441615.0,
|
|
"reward": 0.7362866997718811,
|
|
"reward_std": 0.3715859353542328,
|
|
"rewards/TRLRewardAdapter/mean": 0.7362866997718811,
|
|
"rewards/TRLRewardAdapter/std": 0.3715859651565552,
|
|
"sampling/importance_sampling_ratio/max": 1.6425632238388062,
|
|
"sampling/importance_sampling_ratio/mean": 0.15398268401622772,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.75,
|
|
"sampling/sampling_logp_difference/mean": 0.017164824530482292,
|
|
"step": 447,
|
|
"step_time": 262.92641219799407
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02291666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9682.0,
|
|
"completions/mean_length": 1452.8792724609375,
|
|
"completions/mean_terminated_length": 1252.4136962890625,
|
|
"completions/min_length": 74.0,
|
|
"completions/min_terminated_length": 74.0,
|
|
"entropy": 0.12010694791873296,
|
|
"epoch": 0.29906542056074764,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.092225495615177e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1078304123.0,
|
|
"reward": 0.7731122374534607,
|
|
"reward_std": 0.36165565252304077,
|
|
"rewards/TRLRewardAdapter/mean": 0.7731121778488159,
|
|
"rewards/TRLRewardAdapter/std": 0.36165568232536316,
|
|
"sampling/importance_sampling_ratio/max": 1.7371288537979126,
|
|
"sampling/importance_sampling_ratio/mean": 0.20017072558403015,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 40.5,
|
|
"sampling/sampling_logp_difference/mean": 0.016630901023745537,
|
|
"step": 448,
|
|
"step_time": 355.0532427370781
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03020833432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9667.0,
|
|
"completions/mean_length": 2138.065673828125,
|
|
"completions/mean_terminated_length": 1893.171875,
|
|
"completions/min_length": 82.0,
|
|
"completions/min_terminated_length": 82.0,
|
|
"entropy": 0.1515829861164093,
|
|
"epoch": 0.29973297730307075,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.1568184260561617e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1080780986.0,
|
|
"reward": 0.7101452350616455,
|
|
"reward_std": 0.37155961990356445,
|
|
"rewards/TRLRewardAdapter/mean": 0.7101451754570007,
|
|
"rewards/TRLRewardAdapter/std": 0.37155961990356445,
|
|
"sampling/importance_sampling_ratio/max": 1.8623933792114258,
|
|
"sampling/importance_sampling_ratio/mean": 0.12047535181045532,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 33.5,
|
|
"sampling/sampling_logp_difference/mean": 0.020621713250875473,
|
|
"step": 449,
|
|
"step_time": 279.2279199080076
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06145833805203438,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9869.0,
|
|
"completions/mean_length": 2160.478271484375,
|
|
"completions/mean_terminated_length": 1647.1243896484375,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.16240123411019644,
|
|
"epoch": 0.30040053404539385,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 5.469532585230504e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1083348709.0,
|
|
"reward": 0.7003380656242371,
|
|
"reward_std": 0.4011860489845276,
|
|
"rewards/TRLRewardAdapter/mean": 0.7003380656242371,
|
|
"rewards/TRLRewardAdapter/std": 0.4011860191822052,
|
|
"sampling/importance_sampling_ratio/max": 2.059426784515381,
|
|
"sampling/importance_sampling_ratio/mean": 0.11138510704040527,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.862744331359863,
|
|
"sampling/sampling_logp_difference/mean": 0.022290954366326332,
|
|
"step": 450,
|
|
"step_time": 353.4074497248512
|
|
},
|
|
{
|
|
"epoch": 0.30040053404539385,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.016304347340179527,
|
|
"eval_completions/max_length": 9938.391304347826,
|
|
"eval_completions/max_terminated_length": 8349.521739130434,
|
|
"eval_completions/mean_length": 879.2095416525136,
|
|
"eval_completions/mean_terminated_length": 728.0983369246773,
|
|
"eval_completions/min_length": 46.26086956521739,
|
|
"eval_completions/min_terminated_length": 46.26086956521739,
|
|
"eval_entropy": 0.13127460265937058,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1083348709.0,
|
|
"eval_reward": 0.5757328090460404,
|
|
"eval_reward_std": 0.4661246421544448,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5757328220035719,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.46612464345019794,
|
|
"eval_runtime": 1349.9714,
|
|
"eval_samples_per_second": 3.382,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.086908387101215,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.44584326251693396,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 5.100898545721303,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.018112582033095154,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 450
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00937500037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9845.0,
|
|
"completions/mean_length": 1519.6136474609375,
|
|
"completions/mean_terminated_length": 1439.357421875,
|
|
"completions/min_length": 65.0,
|
|
"completions/min_terminated_length": 65.0,
|
|
"entropy": 0.1164094905058543,
|
|
"epoch": 0.30106809078771696,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.00010813629225041508,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1085267570.0,
|
|
"reward": 0.7602836489677429,
|
|
"reward_std": 0.3460500240325928,
|
|
"rewards/TRLRewardAdapter/mean": 0.7602835893630981,
|
|
"rewards/TRLRewardAdapter/std": 0.34605005383491516,
|
|
"sampling/importance_sampling_ratio/max": 1.5390955209732056,
|
|
"sampling/importance_sampling_ratio/mean": 0.09526308625936508,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.43804931640625,
|
|
"sampling/sampling_logp_difference/mean": 0.016416369006037712,
|
|
"step": 451,
|
|
"step_time": 194.08848080399912
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03958333656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9515.0,
|
|
"completions/mean_length": 1538.44482421875,
|
|
"completions/mean_terminated_length": 1189.7039794921875,
|
|
"completions/min_length": 70.0,
|
|
"completions/min_terminated_length": 70.0,
|
|
"entropy": 0.13455420235792795,
|
|
"epoch": 0.30173564753004006,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 4.2653540308775205e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1087179613.0,
|
|
"reward": 0.7378401756286621,
|
|
"reward_std": 0.38395896553993225,
|
|
"rewards/TRLRewardAdapter/mean": 0.7378401160240173,
|
|
"rewards/TRLRewardAdapter/std": 0.38395893573760986,
|
|
"sampling/importance_sampling_ratio/max": 1.8240032196044922,
|
|
"sampling/importance_sampling_ratio/mean": 0.12777462601661682,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 37.5,
|
|
"sampling/sampling_logp_difference/mean": 0.018433628603816032,
|
|
"step": 452,
|
|
"step_time": 280.2858090089867
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03229166939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9977.0,
|
|
"completions/mean_length": 1602.31884765625,
|
|
"completions/mean_terminated_length": 1322.0947265625,
|
|
"completions/min_length": 63.0,
|
|
"completions/min_terminated_length": 63.0,
|
|
"entropy": 0.12304471929868062,
|
|
"epoch": 0.30240320427236317,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 2.076289269685158e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1089106767.0,
|
|
"reward": 0.7308738231658936,
|
|
"reward_std": 0.398247629404068,
|
|
"rewards/TRLRewardAdapter/mean": 0.7308738231658936,
|
|
"rewards/TRLRewardAdapter/std": 0.3982475697994232,
|
|
"sampling/importance_sampling_ratio/max": 1.7882709503173828,
|
|
"sampling/importance_sampling_ratio/mean": 0.16929270327091217,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.309269905090332,
|
|
"sampling/sampling_logp_difference/mean": 0.01733020506799221,
|
|
"step": 453,
|
|
"step_time": 353.28661172592547
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8889.0,
|
|
"completions/mean_length": 1921.800048828125,
|
|
"completions/mean_terminated_length": 1688.025634765625,
|
|
"completions/min_length": 66.0,
|
|
"completions/min_terminated_length": 66.0,
|
|
"entropy": 0.1400022655725479,
|
|
"epoch": 0.3030707610146863,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 1.5665438961663598e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1091383343.0,
|
|
"reward": 0.7241469621658325,
|
|
"reward_std": 0.36844944953918457,
|
|
"rewards/TRLRewardAdapter/mean": 0.7241469025611877,
|
|
"rewards/TRLRewardAdapter/std": 0.36844944953918457,
|
|
"sampling/importance_sampling_ratio/max": 1.5347509384155273,
|
|
"sampling/importance_sampling_ratio/mean": 0.13453052937984467,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 44.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01880502700805664,
|
|
"step": 454,
|
|
"step_time": 204.68793746491428
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9552.0,
|
|
"completions/mean_length": 1676.623046875,
|
|
"completions/mean_terminated_length": 1444.9228515625,
|
|
"completions/min_length": 63.0,
|
|
"completions/min_terminated_length": 63.0,
|
|
"entropy": 0.12734531983733177,
|
|
"epoch": 0.3037383177570093,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00015638595355830576,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1093457477.0,
|
|
"reward": 0.7606227993965149,
|
|
"reward_std": 0.34416642785072327,
|
|
"rewards/TRLRewardAdapter/mean": 0.7606227993965149,
|
|
"rewards/TRLRewardAdapter/std": 0.34416642785072327,
|
|
"sampling/importance_sampling_ratio/max": 2.2178127765655518,
|
|
"sampling/importance_sampling_ratio/mean": 0.15247192978858948,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 37.387245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.017657829448580742,
|
|
"step": 455,
|
|
"step_time": 288.1592599049909
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02500000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9509.0,
|
|
"completions/mean_length": 1556.300048828125,
|
|
"completions/mean_terminated_length": 1339.794921875,
|
|
"completions/min_length": 73.0,
|
|
"completions/min_terminated_length": 73.0,
|
|
"entropy": 0.12159636616706848,
|
|
"epoch": 0.30440587449933243,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0004494922788587261,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0003,
|
|
"num_tokens": 1095353125.0,
|
|
"reward": 0.7639448046684265,
|
|
"reward_std": 0.3388427793979645,
|
|
"rewards/TRLRewardAdapter/mean": 0.7639447450637817,
|
|
"rewards/TRLRewardAdapter/std": 0.3388427793979645,
|
|
"sampling/importance_sampling_ratio/max": 2.3663089275360107,
|
|
"sampling/importance_sampling_ratio/mean": 0.12197338044643402,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 22.125,
|
|
"sampling/sampling_logp_difference/mean": 0.017055800184607506,
|
|
"step": 456,
|
|
"step_time": 314.4909379669698
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01145833358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9949.0,
|
|
"completions/mean_length": 1790.416748046875,
|
|
"completions/mean_terminated_length": 1695.258056640625,
|
|
"completions/min_length": 72.0,
|
|
"completions/min_terminated_length": 72.0,
|
|
"entropy": 0.13158567001422247,
|
|
"epoch": 0.30507343124165553,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00010546026275937773,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1097584629.0,
|
|
"reward": 0.684446394443512,
|
|
"reward_std": 0.38439276814460754,
|
|
"rewards/TRLRewardAdapter/mean": 0.6844463348388672,
|
|
"rewards/TRLRewardAdapter/std": 0.38439276814460754,
|
|
"sampling/importance_sampling_ratio/max": 1.5260934829711914,
|
|
"sampling/importance_sampling_ratio/mean": 0.121995709836483,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.75,
|
|
"sampling/sampling_logp_difference/mean": 0.017944378778338432,
|
|
"step": 457,
|
|
"step_time": 179.93881693901494
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05520833656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 7989.0,
|
|
"completions/mean_length": 1717.201171875,
|
|
"completions/mean_terminated_length": 1233.20068359375,
|
|
"completions/min_length": 65.0,
|
|
"completions/min_terminated_length": 65.0,
|
|
"entropy": 0.12508745367328325,
|
|
"epoch": 0.30574098798397864,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 1.8664346437013276e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1099660790.0,
|
|
"reward": 0.7720000147819519,
|
|
"reward_std": 0.34740713238716125,
|
|
"rewards/TRLRewardAdapter/mean": 0.7720000147819519,
|
|
"rewards/TRLRewardAdapter/std": 0.34740710258483887,
|
|
"sampling/importance_sampling_ratio/max": 2.5649466514587402,
|
|
"sampling/importance_sampling_ratio/mean": 0.16928842663764954,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.12307071685791,
|
|
"sampling/sampling_logp_difference/mean": 0.017549658194184303,
|
|
"step": 458,
|
|
"step_time": 366.96951941319276
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06145833805203438,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9809.0,
|
|
"completions/mean_length": 1993.69287109375,
|
|
"completions/mean_terminated_length": 1469.4173583984375,
|
|
"completions/min_length": 63.0,
|
|
"completions/min_terminated_length": 63.0,
|
|
"entropy": 0.13449877500534058,
|
|
"epoch": 0.30640854472630175,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 1.2345129494692192e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1102017903.0,
|
|
"reward": 0.7173423767089844,
|
|
"reward_std": 0.39526909589767456,
|
|
"rewards/TRLRewardAdapter/mean": 0.7173423171043396,
|
|
"rewards/TRLRewardAdapter/std": 0.39526909589767456,
|
|
"sampling/importance_sampling_ratio/max": 1.7217919826507568,
|
|
"sampling/importance_sampling_ratio/mean": 0.1831737756729126,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 56.248069763183594,
|
|
"sampling/sampling_logp_difference/mean": 0.01842273585498333,
|
|
"step": 459,
|
|
"step_time": 391.75563450180925
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9920.0,
|
|
"completions/mean_length": 1966.901123046875,
|
|
"completions/mean_terminated_length": 1662.946044921875,
|
|
"completions/min_length": 93.0,
|
|
"completions/min_terminated_length": 93.0,
|
|
"entropy": 0.15694565822680792,
|
|
"epoch": 0.30707610146862485,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.3812721811095862e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1104337744.0,
|
|
"reward": 0.6677801012992859,
|
|
"reward_std": 0.4045330882072449,
|
|
"rewards/TRLRewardAdapter/mean": 0.6677800416946411,
|
|
"rewards/TRLRewardAdapter/std": 0.4045330584049225,
|
|
"sampling/importance_sampling_ratio/max": 1.3031691312789917,
|
|
"sampling/importance_sampling_ratio/mean": 0.07409267127513885,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 31.375,
|
|
"sampling/sampling_logp_difference/mean": 0.020821204409003258,
|
|
"step": 460,
|
|
"step_time": 237.84823096299078
|
|
},
|
|
{
|
|
"epoch": 0.30707610146862485,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.015217390842735767,
|
|
"eval_completions/max_length": 9784.347826086956,
|
|
"eval_completions/max_terminated_length": 8277.130434782608,
|
|
"eval_completions/mean_length": 780.9382390561311,
|
|
"eval_completions/mean_terminated_length": 638.5773978855299,
|
|
"eval_completions/min_length": 42.91304347826087,
|
|
"eval_completions/min_terminated_length": 42.91304347826087,
|
|
"eval_entropy": 0.12822301556234775,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1104337744.0,
|
|
"eval_reward": 0.571580206570418,
|
|
"eval_reward_std": 0.4703063252179519,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5715802182321963,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.47030632133069245,
|
|
"eval_runtime": 1318.0746,
|
|
"eval_samples_per_second": 3.464,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.0289980846902598,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.4685443795245627,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 9.42632730629133,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.017828825537277306,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 460
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05416667088866234,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9948.0,
|
|
"completions/mean_length": 2104.322998046875,
|
|
"completions/mean_terminated_length": 1652.1474609375,
|
|
"completions/min_length": 54.0,
|
|
"completions/min_terminated_length": 54.0,
|
|
"entropy": 0.1384902944167455,
|
|
"epoch": 0.30774365821094796,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00010786232523568076,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0025,
|
|
"num_tokens": 1106787174.0,
|
|
"reward": 0.6643402576446533,
|
|
"reward_std": 0.421670138835907,
|
|
"rewards/TRLRewardAdapter/mean": 0.6643401980400085,
|
|
"rewards/TRLRewardAdapter/std": 0.4216701090335846,
|
|
"sampling/importance_sampling_ratio/max": 1.5634605884552002,
|
|
"sampling/importance_sampling_ratio/mean": 0.14923112094402313,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 16.3624210357666,
|
|
"sampling/sampling_logp_difference/mean": 0.018605276942253113,
|
|
"step": 461,
|
|
"step_time": 379.5581347740954
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05104167014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9590.0,
|
|
"completions/mean_length": 2419.58447265625,
|
|
"completions/mean_terminated_length": 2011.856201171875,
|
|
"completions/min_length": 58.0,
|
|
"completions/min_terminated_length": 58.0,
|
|
"entropy": 0.14195796847343445,
|
|
"epoch": 0.308411214953271,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 8.58436126508363e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 1109583831.0,
|
|
"reward": 0.5997645258903503,
|
|
"reward_std": 0.4448320269584656,
|
|
"rewards/TRLRewardAdapter/mean": 0.5997645258903503,
|
|
"rewards/TRLRewardAdapter/std": 0.4448320269584656,
|
|
"sampling/importance_sampling_ratio/max": 1.634164571762085,
|
|
"sampling/importance_sampling_ratio/mean": 0.1126721128821373,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 30.0,
|
|
"sampling/sampling_logp_difference/mean": 0.01929285377264023,
|
|
"step": 462,
|
|
"step_time": 364.14394916500896
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 7320.0,
|
|
"completions/mean_length": 892.2990112304688,
|
|
"completions/mean_terminated_length": 873.2849731445312,
|
|
"completions/min_length": 86.0,
|
|
"completions/min_terminated_length": 86.0,
|
|
"entropy": 0.13416030009587607,
|
|
"epoch": 0.3090787716955941,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 7.21046808397878e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1110882678.0,
|
|
"reward": 0.8008140921592712,
|
|
"reward_std": 0.3337944447994232,
|
|
"rewards/TRLRewardAdapter/mean": 0.8008140325546265,
|
|
"rewards/TRLRewardAdapter/std": 0.3337944447994232,
|
|
"sampling/importance_sampling_ratio/max": 1.9674084186553955,
|
|
"sampling/importance_sampling_ratio/mean": 0.14492559432983398,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.637245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.018747767433524132,
|
|
"step": 463,
|
|
"step_time": 101.94672154204454
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 7185.0,
|
|
"completions/mean_length": 866.784423828125,
|
|
"completions/mean_terminated_length": 662.5271606445312,
|
|
"completions/min_length": 70.0,
|
|
"completions/min_terminated_length": 70.0,
|
|
"entropy": 0.10746399809916814,
|
|
"epoch": 0.3097463284379172,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.339311734557559e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1112161415.0,
|
|
"reward": 0.8570549488067627,
|
|
"reward_std": 0.29453879594802856,
|
|
"rewards/TRLRewardAdapter/mean": 0.8570548892021179,
|
|
"rewards/TRLRewardAdapter/std": 0.29453879594802856,
|
|
"sampling/importance_sampling_ratio/max": 2.88474178314209,
|
|
"sampling/importance_sampling_ratio/mean": 0.27043747901916504,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.851531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.015491249971091747,
|
|
"step": 464,
|
|
"step_time": 267.1496363970218
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01666666753590107,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8257.0,
|
|
"completions/mean_length": 1039.9344482421875,
|
|
"completions/mean_terminated_length": 888.06884765625,
|
|
"completions/min_length": 53.0,
|
|
"completions/min_terminated_length": 53.0,
|
|
"entropy": 0.12312941004832585,
|
|
"epoch": 0.3104138851802403,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00012551630905463876,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 1113626472.0,
|
|
"reward": 0.7911298871040344,
|
|
"reward_std": 0.35457006096839905,
|
|
"rewards/TRLRewardAdapter/mean": 0.7911298871040344,
|
|
"rewards/TRLRewardAdapter/std": 0.35457003116607666,
|
|
"sampling/importance_sampling_ratio/max": 1.849848747253418,
|
|
"sampling/importance_sampling_ratio/mean": 0.19412913918495178,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.753543376922607,
|
|
"sampling/sampling_logp_difference/mean": 0.018196595832705498,
|
|
"step": 465,
|
|
"step_time": 267.7232872841414
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01770833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 6609.0,
|
|
"completions/mean_length": 1051.3896484375,
|
|
"completions/mean_terminated_length": 890.0679321289062,
|
|
"completions/min_length": 47.0,
|
|
"completions/min_terminated_length": 47.0,
|
|
"entropy": 0.1130288653075695,
|
|
"epoch": 0.31108144192256343,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00031192767912245937,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0022,
|
|
"num_tokens": 1115060734.0,
|
|
"reward": 0.7763126492500305,
|
|
"reward_std": 0.3531741797924042,
|
|
"rewards/TRLRewardAdapter/mean": 0.7763126492500305,
|
|
"rewards/TRLRewardAdapter/std": 0.3531741499900818,
|
|
"sampling/importance_sampling_ratio/max": 2.111855983734131,
|
|
"sampling/importance_sampling_ratio/mean": 0.22941944003105164,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.362421035766602,
|
|
"sampling/sampling_logp_difference/mean": 0.015924865379929543,
|
|
"step": 466,
|
|
"step_time": 190.29956065595616
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9750.0,
|
|
"completions/mean_length": 1191.0447998046875,
|
|
"completions/mean_terminated_length": 1172.654541015625,
|
|
"completions/min_length": 110.0,
|
|
"completions/min_terminated_length": 110.0,
|
|
"entropy": 0.13259267310301462,
|
|
"epoch": 0.31174899866488653,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 8.032408783024695e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1116624009.0,
|
|
"reward": 0.8118919730186462,
|
|
"reward_std": 0.3052067160606384,
|
|
"rewards/TRLRewardAdapter/mean": 0.8118919134140015,
|
|
"rewards/TRLRewardAdapter/std": 0.30520668625831604,
|
|
"sampling/importance_sampling_ratio/max": 1.6159693002700806,
|
|
"sampling/importance_sampling_ratio/mean": 0.1328769028186798,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.390133857727051,
|
|
"sampling/sampling_logp_difference/mean": 0.018322162330150604,
|
|
"step": 467,
|
|
"step_time": 153.91164600709453
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9833.0,
|
|
"completions/mean_length": 1731.628173828125,
|
|
"completions/mean_terminated_length": 1546.71240234375,
|
|
"completions/min_length": 62.0,
|
|
"completions/min_terminated_length": 62.0,
|
|
"entropy": 0.13372106850147247,
|
|
"epoch": 0.31241655540720964,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.541234190137748e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1118723876.0,
|
|
"reward": 0.760236918926239,
|
|
"reward_std": 0.34924471378326416,
|
|
"rewards/TRLRewardAdapter/mean": 0.7602368593215942,
|
|
"rewards/TRLRewardAdapter/std": 0.34924474358558655,
|
|
"sampling/importance_sampling_ratio/max": 1.7984751462936401,
|
|
"sampling/importance_sampling_ratio/mean": 0.08759679645299911,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 57.5,
|
|
"sampling/sampling_logp_difference/mean": 0.01825888268649578,
|
|
"step": 468,
|
|
"step_time": 293.61412092193495
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9124.0,
|
|
"completions/mean_length": 1177.4459228515625,
|
|
"completions/mean_terminated_length": 1159.0272216796875,
|
|
"completions/min_length": 53.0,
|
|
"completions/min_terminated_length": 53.0,
|
|
"entropy": 0.1421645258863767,
|
|
"epoch": 0.3130841121495327,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 1.5909933848738365e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1120271312.0,
|
|
"reward": 0.768653929233551,
|
|
"reward_std": 0.35597506165504456,
|
|
"rewards/TRLRewardAdapter/mean": 0.7686538696289062,
|
|
"rewards/TRLRewardAdapter/std": 0.35597506165504456,
|
|
"sampling/importance_sampling_ratio/max": 2.3194234371185303,
|
|
"sampling/importance_sampling_ratio/mean": 0.1635880023241043,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.28125,
|
|
"sampling/sampling_logp_difference/mean": 0.019662223756313324,
|
|
"step": 469,
|
|
"step_time": 165.14670492114965
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9984.0,
|
|
"completions/mean_length": 1751.868896484375,
|
|
"completions/mean_terminated_length": 1430.512939453125,
|
|
"completions/min_length": 61.0,
|
|
"completions/min_terminated_length": 61.0,
|
|
"entropy": 0.1539461985230446,
|
|
"epoch": 0.3137516688918558,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0003032670038798173,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 1122445330.0,
|
|
"reward": 0.6834098696708679,
|
|
"reward_std": 0.4167514145374298,
|
|
"rewards/TRLRewardAdapter/mean": 0.6834098100662231,
|
|
"rewards/TRLRewardAdapter/std": 0.4167513847351074,
|
|
"sampling/importance_sampling_ratio/max": 2.1342036724090576,
|
|
"sampling/importance_sampling_ratio/mean": 0.18382127583026886,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 33.5,
|
|
"sampling/sampling_logp_difference/mean": 0.020521605387330055,
|
|
"step": 470,
|
|
"step_time": 311.40440267289523
|
|
},
|
|
{
|
|
"epoch": 0.3137516688918558,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.013478260527810326,
|
|
"eval_completions/max_length": 9961.260869565218,
|
|
"eval_completions/max_terminated_length": 7978.304347826087,
|
|
"eval_completions/mean_length": 698.9560732634171,
|
|
"eval_completions/mean_terminated_length": 572.1074431046196,
|
|
"eval_completions/min_length": 35.56521739130435,
|
|
"eval_completions/min_terminated_length": 35.56521739130435,
|
|
"eval_entropy": 0.12874137156683466,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1122445330.0,
|
|
"eval_reward": 0.5708152224188265,
|
|
"eval_reward_std": 0.4737745329089787,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5708152327848517,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4737745393877444,
|
|
"eval_runtime": 1347.615,
|
|
"eval_samples_per_second": 3.388,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.0178773403167725,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.5024278643338577,
|
|
"eval_sampling/importance_sampling_ratio/min": 3.274328825159537e-41,
|
|
"eval_sampling/sampling_logp_difference/max": 4.409424387890359,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.017932492915702904,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 470
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03333333507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9889.0,
|
|
"completions/mean_length": 1856.2969970703125,
|
|
"completions/mean_terminated_length": 1575.4794921875,
|
|
"completions/min_length": 58.0,
|
|
"completions/min_terminated_length": 58.0,
|
|
"entropy": 0.1510892411073049,
|
|
"epoch": 0.3144192256341789,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00011354507528444527,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 1124673423.0,
|
|
"reward": 0.7210040092468262,
|
|
"reward_std": 0.3806203603744507,
|
|
"rewards/TRLRewardAdapter/mean": 0.7210039496421814,
|
|
"rewards/TRLRewardAdapter/std": 0.3806203305721283,
|
|
"sampling/importance_sampling_ratio/max": 2.024156332015991,
|
|
"sampling/importance_sampling_ratio/mean": 0.1742403209209442,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.277875900268555,
|
|
"sampling/sampling_logp_difference/mean": 0.020530758425593376,
|
|
"step": 471,
|
|
"step_time": 315.2219439339824
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07604166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9736.0,
|
|
"completions/mean_length": 2284.821044921875,
|
|
"completions/mean_terminated_length": 1649.8624267578125,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.142660786708196,
|
|
"epoch": 0.315086782376502,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.000104906957603836,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0006,
|
|
"num_tokens": 1127315651.0,
|
|
"reward": 0.6917271018028259,
|
|
"reward_std": 0.4006955027580261,
|
|
"rewards/TRLRewardAdapter/mean": 0.6917270421981812,
|
|
"rewards/TRLRewardAdapter/std": 0.40069547295570374,
|
|
"sampling/importance_sampling_ratio/max": 1.179449439048767,
|
|
"sampling/importance_sampling_ratio/mean": 0.1331029236316681,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.625,
|
|
"sampling/sampling_logp_difference/mean": 0.018781526014208794,
|
|
"step": 472,
|
|
"step_time": 327.01129676692653
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05104167014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9451.0,
|
|
"completions/mean_length": 1777.466796875,
|
|
"completions/mean_terminated_length": 1335.200927734375,
|
|
"completions/min_length": 46.0,
|
|
"completions/min_terminated_length": 46.0,
|
|
"entropy": 0.18189746141433716,
|
|
"epoch": 0.3157543391188251,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00013236682541343527,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1129412003.0,
|
|
"reward": 0.6694416403770447,
|
|
"reward_std": 0.42682284116744995,
|
|
"rewards/TRLRewardAdapter/mean": 0.6694415807723999,
|
|
"rewards/TRLRewardAdapter/std": 0.42682284116744995,
|
|
"sampling/importance_sampling_ratio/max": 1.5294855833053589,
|
|
"sampling/importance_sampling_ratio/mean": 0.19002680480480194,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 54.213584899902344,
|
|
"sampling/sampling_logp_difference/mean": 0.021680200472474098,
|
|
"step": 473,
|
|
"step_time": 269.9501321921125
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03125,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9890.0,
|
|
"completions/mean_length": 1702.425048828125,
|
|
"completions/mean_terminated_length": 1434.7613525390625,
|
|
"completions/min_length": 53.0,
|
|
"completions/min_terminated_length": 53.0,
|
|
"entropy": 0.15067343910535178,
|
|
"epoch": 0.3164218958611482,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.3536141428764015e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1131479867.0,
|
|
"reward": 0.6814439296722412,
|
|
"reward_std": 0.4124011695384979,
|
|
"rewards/TRLRewardAdapter/mean": 0.6814439296722412,
|
|
"rewards/TRLRewardAdapter/std": 0.4124011695384979,
|
|
"sampling/importance_sampling_ratio/max": 2.2327444553375244,
|
|
"sampling/importance_sampling_ratio/mean": 0.13615484535694122,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 34.0,
|
|
"sampling/sampling_logp_difference/mean": 0.02032286301255226,
|
|
"step": 474,
|
|
"step_time": 343.25317218585405
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9104.0,
|
|
"completions/mean_length": 1564.7427978515625,
|
|
"completions/mean_terminated_length": 1376.0947265625,
|
|
"completions/min_length": 75.0,
|
|
"completions/min_terminated_length": 75.0,
|
|
"entropy": 0.14932885517676672,
|
|
"epoch": 0.3170894526034713,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00023649647192306938,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1133415972.0,
|
|
"reward": 0.6937757134437561,
|
|
"reward_std": 0.401867538690567,
|
|
"rewards/TRLRewardAdapter/mean": 0.6937757134437561,
|
|
"rewards/TRLRewardAdapter/std": 0.401867538690567,
|
|
"sampling/importance_sampling_ratio/max": 1.8092361688613892,
|
|
"sampling/importance_sampling_ratio/mean": 0.14728862047195435,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 3.132781982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.0204616691917181,
|
|
"step": 475,
|
|
"step_time": 265.6745270539541
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00937500037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9997.0,
|
|
"completions/mean_length": 1211.6490478515625,
|
|
"completions/mean_terminated_length": 1128.4783935546875,
|
|
"completions/min_length": 74.0,
|
|
"completions/min_terminated_length": 74.0,
|
|
"entropy": 0.14256848643223444,
|
|
"epoch": 0.3177570093457944,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0006774781848029593,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0003,
|
|
"num_tokens": 1135048371.0,
|
|
"reward": 0.6553782224655151,
|
|
"reward_std": 0.436519593000412,
|
|
"rewards/TRLRewardAdapter/mean": 0.6553782224655151,
|
|
"rewards/TRLRewardAdapter/std": 0.436519593000412,
|
|
"sampling/importance_sampling_ratio/max": 2.292904853820801,
|
|
"sampling/importance_sampling_ratio/mean": 0.14191660284996033,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 32.75,
|
|
"sampling/sampling_logp_difference/mean": 0.01995532214641571,
|
|
"step": 476,
|
|
"step_time": 201.82967737305444
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03125,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9315.0,
|
|
"completions/mean_length": 1603.5313720703125,
|
|
"completions/mean_terminated_length": 1332.677490234375,
|
|
"completions/min_length": 62.0,
|
|
"completions/min_terminated_length": 62.0,
|
|
"entropy": 0.15634546677271524,
|
|
"epoch": 0.3184245660881175,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 5.224401191816429e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 1137053553.0,
|
|
"reward": 0.6716458797454834,
|
|
"reward_std": 0.4151684641838074,
|
|
"rewards/TRLRewardAdapter/mean": 0.6716458797454834,
|
|
"rewards/TRLRewardAdapter/std": 0.415168434381485,
|
|
"sampling/importance_sampling_ratio/max": 2.552377939224243,
|
|
"sampling/importance_sampling_ratio/mean": 0.12332174926996231,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.5,
|
|
"sampling/sampling_logp_difference/mean": 0.020490551367402077,
|
|
"step": 477,
|
|
"step_time": 253.0815248900326
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0,
|
|
"completions/max_length": 5661.0,
|
|
"completions/max_terminated_length": 5661.0,
|
|
"completions/mean_length": 705.6260986328125,
|
|
"completions/mean_terminated_length": 705.6260986328125,
|
|
"completions/min_length": 34.0,
|
|
"completions/min_terminated_length": 34.0,
|
|
"entropy": 0.13356670488913855,
|
|
"epoch": 0.3190921228304406,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 5.566107996170886e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1138170154.0,
|
|
"reward": 0.8253412246704102,
|
|
"reward_std": 0.32158344984054565,
|
|
"rewards/TRLRewardAdapter/mean": 0.8253411650657654,
|
|
"rewards/TRLRewardAdapter/std": 0.32158342003822327,
|
|
"sampling/importance_sampling_ratio/max": 2.365358591079712,
|
|
"sampling/importance_sampling_ratio/mean": 0.19510158896446228,
|
|
"sampling/importance_sampling_ratio/min": 1.401298464324817e-44,
|
|
"sampling/sampling_logp_difference/max": 11.25,
|
|
"sampling/sampling_logp_difference/mean": 0.01855531707406044,
|
|
"step": 478,
|
|
"step_time": 57.30444364901632
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01770833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9906.0,
|
|
"completions/mean_length": 1815.885498046875,
|
|
"completions/mean_terminated_length": 1668.3458251953125,
|
|
"completions/min_length": 90.0,
|
|
"completions/min_terminated_length": 90.0,
|
|
"entropy": 0.15962567180395126,
|
|
"epoch": 0.3197596795727637,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0004816850332332863,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 1140376508.0,
|
|
"reward": 0.6153501868247986,
|
|
"reward_std": 0.43704453110694885,
|
|
"rewards/TRLRewardAdapter/mean": 0.6153501272201538,
|
|
"rewards/TRLRewardAdapter/std": 0.43704453110694885,
|
|
"sampling/importance_sampling_ratio/max": 2.349919080734253,
|
|
"sampling/importance_sampling_ratio/mean": 0.1161067932844162,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.931852340698242,
|
|
"sampling/sampling_logp_difference/mean": 0.02152225747704506,
|
|
"step": 479,
|
|
"step_time": 260.20068631717004
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04583333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9778.0,
|
|
"completions/mean_length": 1798.3834228515625,
|
|
"completions/mean_terminated_length": 1404.419189453125,
|
|
"completions/min_length": 33.0,
|
|
"completions/min_terminated_length": 33.0,
|
|
"entropy": 0.14237653215726218,
|
|
"epoch": 0.3204272363150868,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.0001328156433916704,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1142483052.0,
|
|
"reward": 0.6467602252960205,
|
|
"reward_std": 0.42773106694221497,
|
|
"rewards/TRLRewardAdapter/mean": 0.6467601656913757,
|
|
"rewards/TRLRewardAdapter/std": 0.42773106694221497,
|
|
"sampling/importance_sampling_ratio/max": 1.320502758026123,
|
|
"sampling/importance_sampling_ratio/mean": 0.1327502429485321,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.5625,
|
|
"sampling/sampling_logp_difference/mean": 0.01975078694522381,
|
|
"step": 480,
|
|
"step_time": 361.53687628300395
|
|
},
|
|
{
|
|
"epoch": 0.3204272363150868,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.018478260294574757,
|
|
"eval_completions/max_length": 9894.0,
|
|
"eval_completions/max_terminated_length": 7243.347826086957,
|
|
"eval_completions/mean_length": 726.6880254330842,
|
|
"eval_completions/mean_terminated_length": 552.230921206267,
|
|
"eval_completions/min_length": 30.82608695652174,
|
|
"eval_completions/min_terminated_length": 30.82608695652174,
|
|
"eval_entropy": 0.14289194831381674,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1142483052.0,
|
|
"eval_reward": 0.5712977038777393,
|
|
"eval_reward_std": 0.47361812125081604,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5712977220182833,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4736181290253349,
|
|
"eval_runtime": 1338.1691,
|
|
"eval_samples_per_second": 3.412,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.0513690813728003,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.4796307955099189,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 9.125092449395552,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.019478026210613873,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 480
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0260416679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9854.0,
|
|
"completions/mean_length": 1614.925048828125,
|
|
"completions/mean_terminated_length": 1390.7252197265625,
|
|
"completions/min_length": 53.0,
|
|
"completions/min_terminated_length": 53.0,
|
|
"entropy": 0.15162128458420435,
|
|
"epoch": 0.3210947930574099,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.00017029700885454345,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1144530052.0,
|
|
"reward": 0.6693063974380493,
|
|
"reward_std": 0.42378881573677063,
|
|
"rewards/TRLRewardAdapter/mean": 0.6693063974380493,
|
|
"rewards/TRLRewardAdapter/std": 0.42378875613212585,
|
|
"sampling/importance_sampling_ratio/max": 2.7290875911712646,
|
|
"sampling/importance_sampling_ratio/mean": 0.15938401222229004,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 28.375,
|
|
"sampling/sampling_logp_difference/mean": 0.02150644175708294,
|
|
"step": 481,
|
|
"step_time": 294.3449838120723
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03958333656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8992.0,
|
|
"completions/mean_length": 1380.7427978515625,
|
|
"completions/mean_terminated_length": 1025.502197265625,
|
|
"completions/min_length": 63.0,
|
|
"completions/min_terminated_length": 63.0,
|
|
"entropy": 0.16551095495621362,
|
|
"epoch": 0.32176234979973295,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00042823567945698813,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1146263341.0,
|
|
"reward": 0.7496243119239807,
|
|
"reward_std": 0.39322158694267273,
|
|
"rewards/TRLRewardAdapter/mean": 0.7496242523193359,
|
|
"rewards/TRLRewardAdapter/std": 0.39322158694267273,
|
|
"sampling/importance_sampling_ratio/max": 1.6557434797286987,
|
|
"sampling/importance_sampling_ratio/mean": 0.13640671968460083,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.25,
|
|
"sampling/sampling_logp_difference/mean": 0.02245541289448738,
|
|
"step": 482,
|
|
"step_time": 368.4741881591035
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06145833805203438,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9723.0,
|
|
"completions/mean_length": 1788.779296875,
|
|
"completions/mean_terminated_length": 1251.08544921875,
|
|
"completions/min_length": 36.0,
|
|
"completions/min_terminated_length": 36.0,
|
|
"entropy": 0.13768712927897772,
|
|
"epoch": 0.32242990654205606,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 3.557773872157847e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1148397017.0,
|
|
"reward": 0.7339757680892944,
|
|
"reward_std": 0.3973951041698456,
|
|
"rewards/TRLRewardAdapter/mean": 0.7339757084846497,
|
|
"rewards/TRLRewardAdapter/std": 0.3973951041698456,
|
|
"sampling/importance_sampling_ratio/max": 1.9516383409500122,
|
|
"sampling/importance_sampling_ratio/mean": 0.1830388754606247,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 22.49374771118164,
|
|
"sampling/sampling_logp_difference/mean": 0.01931105926632881,
|
|
"step": 483,
|
|
"step_time": 334.8791346300859
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06979166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8251.0,
|
|
"completions/mean_length": 1740.8917236328125,
|
|
"completions/mean_terminated_length": 1121.2274169921875,
|
|
"completions/min_length": 73.0,
|
|
"completions/min_terminated_length": 73.0,
|
|
"entropy": 0.16260085006554922,
|
|
"epoch": 0.32309746328437916,
|
|
"frac_reward_zero_std": 0.20000001788139343,
|
|
"grad_norm": 0.0013241277052487492,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 1150536881.0,
|
|
"reward": 0.6694756150245667,
|
|
"reward_std": 0.4251081943511963,
|
|
"rewards/TRLRewardAdapter/mean": 0.6694755554199219,
|
|
"rewards/TRLRewardAdapter/std": 0.4251081943511963,
|
|
"sampling/importance_sampling_ratio/max": 2.505915403366089,
|
|
"sampling/importance_sampling_ratio/mean": 0.15183928608894348,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.75,
|
|
"sampling/sampling_logp_difference/mean": 0.021897850558161736,
|
|
"step": 484,
|
|
"step_time": 369.33717213990167
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04062500223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8803.0,
|
|
"completions/mean_length": 1964.58349609375,
|
|
"completions/mean_terminated_length": 1624.3214111328125,
|
|
"completions/min_length": 37.0,
|
|
"completions/min_terminated_length": 37.0,
|
|
"entropy": 0.1667043293515841,
|
|
"epoch": 0.32376502002670227,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 5.47995247701662e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1152900225.0,
|
|
"reward": 0.612661600112915,
|
|
"reward_std": 0.4496302902698517,
|
|
"rewards/TRLRewardAdapter/mean": 0.6126615405082703,
|
|
"rewards/TRLRewardAdapter/std": 0.4496302604675293,
|
|
"sampling/importance_sampling_ratio/max": 1.7000831365585327,
|
|
"sampling/importance_sampling_ratio/mean": 0.21881048381328583,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 30.722213745117188,
|
|
"sampling/sampling_logp_difference/mean": 0.022280097007751465,
|
|
"step": 485,
|
|
"step_time": 303.3173383260146
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9068.0,
|
|
"completions/mean_length": 1300.3167724609375,
|
|
"completions/mean_terminated_length": 1291.2451171875,
|
|
"completions/min_length": 39.0,
|
|
"completions/min_terminated_length": 39.0,
|
|
"entropy": 0.1688236196835836,
|
|
"epoch": 0.32443257676902537,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00013571560736537323,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1154589713.0,
|
|
"reward": 0.7488123774528503,
|
|
"reward_std": 0.350400447845459,
|
|
"rewards/TRLRewardAdapter/mean": 0.7488123774528503,
|
|
"rewards/TRLRewardAdapter/std": 0.350400447845459,
|
|
"sampling/importance_sampling_ratio/max": 2.095289707183838,
|
|
"sampling/importance_sampling_ratio/mean": 0.09110398590564728,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.5,
|
|
"sampling/sampling_logp_difference/mean": 0.022459886968135834,
|
|
"step": 486,
|
|
"step_time": 131.9149736490799
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03541667014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9809.0,
|
|
"completions/mean_length": 1639.5355224609375,
|
|
"completions/mean_terminated_length": 1332.563720703125,
|
|
"completions/min_length": 37.0,
|
|
"completions/min_terminated_length": 37.0,
|
|
"entropy": 0.17486637085676193,
|
|
"epoch": 0.3251001335113485,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 0.000271661128660408,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1156618515.0,
|
|
"reward": 0.6212724447250366,
|
|
"reward_std": 0.4425092041492462,
|
|
"rewards/TRLRewardAdapter/mean": 0.6212723851203918,
|
|
"rewards/TRLRewardAdapter/std": 0.4425092041492462,
|
|
"sampling/importance_sampling_ratio/max": 1.2587523460388184,
|
|
"sampling/importance_sampling_ratio/mean": 0.11116810888051987,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.137245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.02250073291361332,
|
|
"step": 487,
|
|
"step_time": 375.1880715958541
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04791666939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9896.0,
|
|
"completions/mean_length": 1938.41259765625,
|
|
"completions/mean_terminated_length": 1532.6871337890625,
|
|
"completions/min_length": 34.0,
|
|
"completions/min_terminated_length": 34.0,
|
|
"entropy": 0.15120662997166315,
|
|
"epoch": 0.3257676902536716,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 4.322489731091061e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1158889055.0,
|
|
"reward": 0.7585658431053162,
|
|
"reward_std": 0.3663095235824585,
|
|
"rewards/TRLRewardAdapter/mean": 0.7585657835006714,
|
|
"rewards/TRLRewardAdapter/std": 0.3663095235824585,
|
|
"sampling/importance_sampling_ratio/max": 2.2215850353240967,
|
|
"sampling/importance_sampling_ratio/mean": 0.13539783656597137,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 20.45545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.02074335515499115,
|
|
"step": 488,
|
|
"step_time": 324.8826077438425
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04270833730697632,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9819.0,
|
|
"completions/mean_length": 1845.291748046875,
|
|
"completions/mean_terminated_length": 1481.4798583984375,
|
|
"completions/min_length": 54.0,
|
|
"completions/min_terminated_length": 54.0,
|
|
"entropy": 0.17812000960111618,
|
|
"epoch": 0.32643524699599463,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0003034182071906594,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 1161117559.0,
|
|
"reward": 0.7166981101036072,
|
|
"reward_std": 0.3842087984085083,
|
|
"rewards/TRLRewardAdapter/mean": 0.7166980504989624,
|
|
"rewards/TRLRewardAdapter/std": 0.3842087686061859,
|
|
"sampling/importance_sampling_ratio/max": 2.209094762802124,
|
|
"sampling/importance_sampling_ratio/mean": 0.16884931921958923,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 48.25,
|
|
"sampling/sampling_logp_difference/mean": 0.023242805153131485,
|
|
"step": 489,
|
|
"step_time": 282.8519260629546
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02916666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9769.0,
|
|
"completions/mean_length": 2185.641845703125,
|
|
"completions/mean_terminated_length": 1950.87548828125,
|
|
"completions/min_length": 59.0,
|
|
"completions/min_terminated_length": 59.0,
|
|
"entropy": 0.1685851737856865,
|
|
"epoch": 0.32710280373831774,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.500481617270771e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1163681663.0,
|
|
"reward": 0.6823210716247559,
|
|
"reward_std": 0.3917297422885895,
|
|
"rewards/TRLRewardAdapter/mean": 0.6823210120201111,
|
|
"rewards/TRLRewardAdapter/std": 0.3917297422885895,
|
|
"sampling/importance_sampling_ratio/max": 2.225994348526001,
|
|
"sampling/importance_sampling_ratio/mean": 0.13135415315628052,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 44.171112060546875,
|
|
"sampling/sampling_logp_difference/mean": 0.021968943998217583,
|
|
"step": 490,
|
|
"step_time": 255.47974084422458
|
|
},
|
|
{
|
|
"epoch": 0.32710280373831774,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.022173912588344967,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 7395.869565217391,
|
|
"eval_completions/mean_length": 832.797803795856,
|
|
"eval_completions/mean_terminated_length": 625.1243246327276,
|
|
"eval_completions/min_length": 32.26086956521739,
|
|
"eval_completions/min_terminated_length": 32.26086956521739,
|
|
"eval_entropy": 0.17291572625222412,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1163681663.0,
|
|
"eval_reward": 0.5669787266980046,
|
|
"eval_reward_std": 0.4716553053130274,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5669787422470425,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4716553066087806,
|
|
"eval_runtime": 1364.6959,
|
|
"eval_samples_per_second": 3.346,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.184776731159376,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.431898295879364,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 4.023249703904857,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.022742077870213467,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 490
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03125,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8113.0,
|
|
"completions/mean_length": 1361.2073974609375,
|
|
"completions/mean_terminated_length": 1082.53662109375,
|
|
"completions/min_length": 81.0,
|
|
"completions/min_terminated_length": 81.0,
|
|
"entropy": 0.18182542423407236,
|
|
"epoch": 0.32777036048064084,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00016032138098861804,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1165415366.0,
|
|
"reward": 0.7338240146636963,
|
|
"reward_std": 0.3729579746723175,
|
|
"rewards/TRLRewardAdapter/mean": 0.7338239550590515,
|
|
"rewards/TRLRewardAdapter/std": 0.3729579746723175,
|
|
"sampling/importance_sampling_ratio/max": 1.6528823375701904,
|
|
"sampling/importance_sampling_ratio/mean": 0.12400255352258682,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 3.894009828567505,
|
|
"sampling/sampling_logp_difference/mean": 0.023760691285133362,
|
|
"step": 491,
|
|
"step_time": 366.7387579830829
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03333333507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9794.0,
|
|
"completions/mean_length": 2044.721923828125,
|
|
"completions/mean_terminated_length": 1770.4019775390625,
|
|
"completions/min_length": 55.0,
|
|
"completions/min_terminated_length": 55.0,
|
|
"entropy": 0.2030633588631948,
|
|
"epoch": 0.32843791722296395,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 5.4882387877305484e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1167833083.0,
|
|
"reward": 0.68135005235672,
|
|
"reward_std": 0.40752875804901123,
|
|
"rewards/TRLRewardAdapter/mean": 0.6813499927520752,
|
|
"rewards/TRLRewardAdapter/std": 0.40752872824668884,
|
|
"sampling/importance_sampling_ratio/max": 2.6609363555908203,
|
|
"sampling/importance_sampling_ratio/mean": 0.15550199151039124,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 39.889068603515625,
|
|
"sampling/sampling_logp_difference/mean": 0.026530874893069267,
|
|
"step": 492,
|
|
"step_time": 313.59114656597376
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06875000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9851.0,
|
|
"completions/mean_length": 2025.478271484375,
|
|
"completions/mean_terminated_length": 1436.7550048828125,
|
|
"completions/min_length": 62.0,
|
|
"completions/min_terminated_length": 62.0,
|
|
"entropy": 0.18492119759321213,
|
|
"epoch": 0.32910547396528705,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.6739076343970725e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1170249414.0,
|
|
"reward": 0.7316636443138123,
|
|
"reward_std": 0.35951629281044006,
|
|
"rewards/TRLRewardAdapter/mean": 0.7316635847091675,
|
|
"rewards/TRLRewardAdapter/std": 0.35951632261276245,
|
|
"sampling/importance_sampling_ratio/max": 2.0611870288848877,
|
|
"sampling/importance_sampling_ratio/mean": 0.10774962604045868,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 24.878543853759766,
|
|
"sampling/sampling_logp_difference/mean": 0.023943258449435234,
|
|
"step": 493,
|
|
"step_time": 397.8149154782295
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9717.0,
|
|
"completions/mean_length": 2279.0615234375,
|
|
"completions/mean_terminated_length": 1917.0108642578125,
|
|
"completions/min_length": 85.0,
|
|
"completions/min_terminated_length": 85.0,
|
|
"entropy": 0.20447117338577905,
|
|
"epoch": 0.32977303070761016,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.2690763442714426e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1172864289.0,
|
|
"reward": 0.6363876461982727,
|
|
"reward_std": 0.4154975712299347,
|
|
"rewards/TRLRewardAdapter/mean": 0.6363876461982727,
|
|
"rewards/TRLRewardAdapter/std": 0.4154975712299347,
|
|
"sampling/importance_sampling_ratio/max": 2.3018267154693604,
|
|
"sampling/importance_sampling_ratio/mean": 0.0437544621527195,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 50.5,
|
|
"sampling/sampling_logp_difference/mean": 0.026322027668356895,
|
|
"step": 494,
|
|
"step_time": 246.00137807813007
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03333333507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9589.0,
|
|
"completions/mean_length": 1569.494873046875,
|
|
"completions/mean_terminated_length": 1278.7877197265625,
|
|
"completions/min_length": 41.0,
|
|
"completions/min_terminated_length": 41.0,
|
|
"entropy": 0.17804802457491556,
|
|
"epoch": 0.33044058744993327,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 1.9141791842313875e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1174856700.0,
|
|
"reward": 0.7421854138374329,
|
|
"reward_std": 0.3740813732147217,
|
|
"rewards/TRLRewardAdapter/mean": 0.7421854138374329,
|
|
"rewards/TRLRewardAdapter/std": 0.3740813732147217,
|
|
"sampling/importance_sampling_ratio/max": 1.8141990900039673,
|
|
"sampling/importance_sampling_ratio/mean": 0.24616733193397522,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.263917922973633,
|
|
"sampling/sampling_logp_difference/mean": 0.023210005834698677,
|
|
"step": 495,
|
|
"step_time": 295.112463326077
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07395833730697632,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9743.0,
|
|
"completions/mean_length": 1846.029296875,
|
|
"completions/mean_terminated_length": 1194.812255859375,
|
|
"completions/min_length": 46.0,
|
|
"completions/min_terminated_length": 46.0,
|
|
"entropy": 0.16553605844577154,
|
|
"epoch": 0.3311081441922563,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.000288083374926876,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1177084376.0,
|
|
"reward": 0.7757378816604614,
|
|
"reward_std": 0.3538806438446045,
|
|
"rewards/TRLRewardAdapter/mean": 0.7757378220558167,
|
|
"rewards/TRLRewardAdapter/std": 0.3538806140422821,
|
|
"sampling/importance_sampling_ratio/max": 2.247955083847046,
|
|
"sampling/importance_sampling_ratio/mean": 0.13600388169288635,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 23.496212005615234,
|
|
"sampling/sampling_logp_difference/mean": 0.02224390208721161,
|
|
"step": 496,
|
|
"step_time": 404.9773743778933
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05312500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9938.0,
|
|
"completions/mean_length": 1942.1021728515625,
|
|
"completions/mean_terminated_length": 1490.0087890625,
|
|
"completions/min_length": 48.0,
|
|
"completions/min_terminated_length": 48.0,
|
|
"entropy": 0.18828566372394562,
|
|
"epoch": 0.3317757009345794,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00021840255756535652,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1179410682.0,
|
|
"reward": 0.7472516894340515,
|
|
"reward_std": 0.3541564345359802,
|
|
"rewards/TRLRewardAdapter/mean": 0.7472516298294067,
|
|
"rewards/TRLRewardAdapter/std": 0.3541564345359802,
|
|
"sampling/importance_sampling_ratio/max": 2.0484161376953125,
|
|
"sampling/importance_sampling_ratio/mean": 0.13096053898334503,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 30.68878746032715,
|
|
"sampling/sampling_logp_difference/mean": 0.024409810081124306,
|
|
"step": 497,
|
|
"step_time": 264.54987795301713
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05625000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8435.0,
|
|
"completions/mean_length": 2150.826171875,
|
|
"completions/mean_terminated_length": 1682.9945068359375,
|
|
"completions/min_length": 37.0,
|
|
"completions/min_terminated_length": 37.0,
|
|
"entropy": 0.20991143584251404,
|
|
"epoch": 0.3324432576769025,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00013516845346626404,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1181981907.0,
|
|
"reward": 0.6519324779510498,
|
|
"reward_std": 0.4050239622592926,
|
|
"rewards/TRLRewardAdapter/mean": 0.6519324779510498,
|
|
"rewards/TRLRewardAdapter/std": 0.4050239324569702,
|
|
"sampling/importance_sampling_ratio/max": 1.771150827407837,
|
|
"sampling/importance_sampling_ratio/mean": 0.08447426557540894,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.625,
|
|
"sampling/sampling_logp_difference/mean": 0.026558799669146538,
|
|
"step": 498,
|
|
"step_time": 371.5339455730282
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0416666679084301,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8846.0,
|
|
"completions/mean_length": 1665.690673828125,
|
|
"completions/mean_terminated_length": 1303.329345703125,
|
|
"completions/min_length": 48.0,
|
|
"completions/min_terminated_length": 48.0,
|
|
"entropy": 0.2112407311797142,
|
|
"epoch": 0.33311081441922563,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 4.4276765332261786e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1184008522.0,
|
|
"reward": 0.7310296893119812,
|
|
"reward_std": 0.37727856636047363,
|
|
"rewards/TRLRewardAdapter/mean": 0.7310296297073364,
|
|
"rewards/TRLRewardAdapter/std": 0.37727856636047363,
|
|
"sampling/importance_sampling_ratio/max": 1.3328044414520264,
|
|
"sampling/importance_sampling_ratio/mean": 0.11056562513113022,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 46.501155853271484,
|
|
"sampling/sampling_logp_difference/mean": 0.02712889388203621,
|
|
"step": 499,
|
|
"step_time": 306.5680051088566
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0468750037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9294.0,
|
|
"completions/mean_length": 2230.22314453125,
|
|
"completions/mean_terminated_length": 1848.102783203125,
|
|
"completions/min_length": 72.0,
|
|
"completions/min_terminated_length": 72.0,
|
|
"entropy": 0.19834584991137186,
|
|
"epoch": 0.33377837116154874,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 7.498762571817365e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1186610048.0,
|
|
"reward": 0.6966833472251892,
|
|
"reward_std": 0.3858523964881897,
|
|
"rewards/TRLRewardAdapter/mean": 0.6966832876205444,
|
|
"rewards/TRLRewardAdapter/std": 0.3858523368835449,
|
|
"sampling/importance_sampling_ratio/max": 1.9350123405456543,
|
|
"sampling/importance_sampling_ratio/mean": 0.15264973044395447,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 45.5,
|
|
"sampling/sampling_logp_difference/mean": 0.025467975065112114,
|
|
"step": 500,
|
|
"step_time": 281.1144681678852
|
|
},
|
|
{
|
|
"epoch": 0.33377837116154874,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.021739129867890606,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 7512.826086956522,
|
|
"eval_completions/mean_length": 870.1614990234375,
|
|
"eval_completions/mean_terminated_length": 667.5173154084579,
|
|
"eval_completions/min_length": 31.434782608695652,
|
|
"eval_completions/min_terminated_length": 31.434782608695652,
|
|
"eval_entropy": 0.18571184834708337,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1186610048.0,
|
|
"eval_reward": 0.567176430121712,
|
|
"eval_reward_std": 0.46998561853947846,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5671764430792435,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4699856263139974,
|
|
"eval_runtime": 1379.4519,
|
|
"eval_samples_per_second": 3.31,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.1152656078338623,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.4131690017555071,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 9.087159348570783,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.024203084328252335,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 500
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03958333656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9399.0,
|
|
"completions/mean_length": 2028.80224609375,
|
|
"completions/mean_terminated_length": 1700.2711181640625,
|
|
"completions/min_length": 61.0,
|
|
"completions/min_terminated_length": 61.0,
|
|
"entropy": 0.20123462627331415,
|
|
"epoch": 0.33444592790387184,
|
|
"frac_reward_zero_std": 0.20000001788139343,
|
|
"grad_norm": 0.00015914781274468866,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1189002370.0,
|
|
"reward": 0.5788272619247437,
|
|
"reward_std": 0.4487795829772949,
|
|
"rewards/TRLRewardAdapter/mean": 0.5788272023200989,
|
|
"rewards/TRLRewardAdapter/std": 0.4487795829772949,
|
|
"sampling/importance_sampling_ratio/max": 2.1653690338134766,
|
|
"sampling/importance_sampling_ratio/mean": 0.09585600346326828,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 34.0,
|
|
"sampling/sampling_logp_difference/mean": 0.025316888466477394,
|
|
"step": 501,
|
|
"step_time": 319.4242523369612
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9947.0,
|
|
"completions/mean_length": 2193.40625,
|
|
"completions/mean_terminated_length": 1976.092041015625,
|
|
"completions/min_length": 35.0,
|
|
"completions/min_terminated_length": 35.0,
|
|
"entropy": 0.19405356297890344,
|
|
"epoch": 0.33511348464619495,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.7184927868837977e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1191553000.0,
|
|
"reward": 0.6868009567260742,
|
|
"reward_std": 0.3953346610069275,
|
|
"rewards/TRLRewardAdapter/mean": 0.6868008971214294,
|
|
"rewards/TRLRewardAdapter/std": 0.3953346908092499,
|
|
"sampling/importance_sampling_ratio/max": 1.9082674980163574,
|
|
"sampling/importance_sampling_ratio/mean": 0.1284399926662445,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.208865165710449,
|
|
"sampling/sampling_logp_difference/mean": 0.02595978043973446,
|
|
"step": 502,
|
|
"step_time": 262.2893954968313
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03750000149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9602.0,
|
|
"completions/mean_length": 1912.38134765625,
|
|
"completions/mean_terminated_length": 1597.2791748046875,
|
|
"completions/min_length": 78.0,
|
|
"completions/min_terminated_length": 78.0,
|
|
"entropy": 0.2041697899500529,
|
|
"epoch": 0.335781041388518,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 8.967905017478174e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1193829430.0,
|
|
"reward": 0.6172937750816345,
|
|
"reward_std": 0.43361786007881165,
|
|
"rewards/TRLRewardAdapter/mean": 0.6172937154769897,
|
|
"rewards/TRLRewardAdapter/std": 0.43361786007881165,
|
|
"sampling/importance_sampling_ratio/max": 1.8688385486602783,
|
|
"sampling/importance_sampling_ratio/mean": 0.09471754729747772,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 53.387245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.026471436023712158,
|
|
"step": 503,
|
|
"step_time": 306.95913217705674
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9593.0,
|
|
"completions/mean_length": 1446.2740478515625,
|
|
"completions/mean_terminated_length": 1282.8270263671875,
|
|
"completions/min_length": 50.0,
|
|
"completions/min_terminated_length": 50.0,
|
|
"entropy": 0.2038698469599088,
|
|
"epoch": 0.3364485981308411,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 0.0003269919567682824,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 1195675229.0,
|
|
"reward": 0.6155627369880676,
|
|
"reward_std": 0.4433470368385315,
|
|
"rewards/TRLRewardAdapter/mean": 0.6155626773834229,
|
|
"rewards/TRLRewardAdapter/std": 0.4433470368385315,
|
|
"sampling/importance_sampling_ratio/max": 1.3217064142227173,
|
|
"sampling/importance_sampling_ratio/mean": 0.113059401512146,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 15.809269905090332,
|
|
"sampling/sampling_logp_difference/mean": 0.026238638907670975,
|
|
"step": 504,
|
|
"step_time": 270.0080957141472
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8515.0,
|
|
"completions/mean_length": 1478.4114990234375,
|
|
"completions/mean_terminated_length": 1315.57861328125,
|
|
"completions/min_length": 45.0,
|
|
"completions/min_terminated_length": 45.0,
|
|
"entropy": 0.18830319245656332,
|
|
"epoch": 0.3371161548731642,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00031163463839482786,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 1197506600.0,
|
|
"reward": 0.7263709306716919,
|
|
"reward_std": 0.38845887780189514,
|
|
"rewards/TRLRewardAdapter/mean": 0.7263708710670471,
|
|
"rewards/TRLRewardAdapter/std": 0.38845884799957275,
|
|
"sampling/importance_sampling_ratio/max": 1.853257417678833,
|
|
"sampling/importance_sampling_ratio/mean": 0.1488519161939621,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 18.306852340698242,
|
|
"sampling/sampling_logp_difference/mean": 0.0248336773365736,
|
|
"step": 505,
|
|
"step_time": 165.64339051698335
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05312500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8013.0,
|
|
"completions/mean_length": 2270.3564453125,
|
|
"completions/mean_terminated_length": 1836.6798095703125,
|
|
"completions/min_length": 45.0,
|
|
"completions/min_terminated_length": 45.0,
|
|
"entropy": 0.18708030382792154,
|
|
"epoch": 0.3377837116154873,
|
|
"frac_reward_zero_std": 0.23333334922790527,
|
|
"grad_norm": 7.193888628642462e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1200142718.0,
|
|
"reward": 0.5758631825447083,
|
|
"reward_std": 0.4434363543987274,
|
|
"rewards/TRLRewardAdapter/mean": 0.5758631229400635,
|
|
"rewards/TRLRewardAdapter/std": 0.44343632459640503,
|
|
"sampling/importance_sampling_ratio/max": 2.2239315509796143,
|
|
"sampling/importance_sampling_ratio/mean": 0.11157344281673431,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 45.75,
|
|
"sampling/sampling_logp_difference/mean": 0.024317843839526176,
|
|
"step": 506,
|
|
"step_time": 353.1430842189584
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.08229167014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8967.0,
|
|
"completions/mean_length": 2076.588623046875,
|
|
"completions/mean_terminated_length": 1366.0897216796875,
|
|
"completions/min_length": 49.0,
|
|
"completions/min_terminated_length": 49.0,
|
|
"entropy": 0.18312927087148032,
|
|
"epoch": 0.3384512683578104,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 6.685991892466458e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1202631027.0,
|
|
"reward": 0.6962519884109497,
|
|
"reward_std": 0.4005505442619324,
|
|
"rewards/TRLRewardAdapter/mean": 0.6962519288063049,
|
|
"rewards/TRLRewardAdapter/std": 0.40055051445961,
|
|
"sampling/importance_sampling_ratio/max": 1.4643410444259644,
|
|
"sampling/importance_sampling_ratio/mean": 0.17876949906349182,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 52.78517150878906,
|
|
"sampling/sampling_logp_difference/mean": 0.02407976984977722,
|
|
"step": 507,
|
|
"step_time": 386.4537497139536
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05000000447034836,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9229.0,
|
|
"completions/mean_length": 2135.103271484375,
|
|
"completions/mean_terminated_length": 1721.1612548828125,
|
|
"completions/min_length": 80.0,
|
|
"completions/min_terminated_length": 80.0,
|
|
"entropy": 0.19933857520421347,
|
|
"epoch": 0.3391188251001335,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.0644788810883908e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1205161558.0,
|
|
"reward": 0.6661067605018616,
|
|
"reward_std": 0.41371873021125793,
|
|
"rewards/TRLRewardAdapter/mean": 0.6661067605018616,
|
|
"rewards/TRLRewardAdapter/std": 0.41371870040893555,
|
|
"sampling/importance_sampling_ratio/max": 1.50993013381958,
|
|
"sampling/importance_sampling_ratio/mean": 0.08696932345628738,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 27.296110153198242,
|
|
"sampling/sampling_logp_difference/mean": 0.02537660114467144,
|
|
"step": 508,
|
|
"step_time": 285.44751247100066
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03229166939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8854.0,
|
|
"completions/mean_length": 1898.9573974609375,
|
|
"completions/mean_terminated_length": 1628.6318359375,
|
|
"completions/min_length": 50.0,
|
|
"completions/min_terminated_length": 50.0,
|
|
"entropy": 0.18634562442700067,
|
|
"epoch": 0.33978638184245663,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.0022182075979113e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1207441869.0,
|
|
"reward": 0.7299714684486389,
|
|
"reward_std": 0.3621157705783844,
|
|
"rewards/TRLRewardAdapter/mean": 0.7299714684486389,
|
|
"rewards/TRLRewardAdapter/std": 0.3621158003807068,
|
|
"sampling/importance_sampling_ratio/max": 1.9583896398544312,
|
|
"sampling/importance_sampling_ratio/mean": 0.1107674390077591,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.75,
|
|
"sampling/sampling_logp_difference/mean": 0.023996898904442787,
|
|
"step": 509,
|
|
"step_time": 348.94722513016313
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07604166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9999.0,
|
|
"completions/mean_length": 2581.002197265625,
|
|
"completions/mean_terminated_length": 1970.4193115234375,
|
|
"completions/min_length": 40.0,
|
|
"completions/min_terminated_length": 40.0,
|
|
"entropy": 0.17358088244994482,
|
|
"epoch": 0.3404539385847797,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00012152300937440678,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1210360495.0,
|
|
"reward": 0.6781449913978577,
|
|
"reward_std": 0.388424813747406,
|
|
"rewards/TRLRewardAdapter/mean": 0.6781449913978577,
|
|
"rewards/TRLRewardAdapter/std": 0.3884248435497284,
|
|
"sampling/importance_sampling_ratio/max": 2.429227590560913,
|
|
"sampling/importance_sampling_ratio/mean": 0.17000862956047058,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.0,
|
|
"sampling/sampling_logp_difference/mean": 0.02301516756415367,
|
|
"step": 510,
|
|
"step_time": 390.408548056148
|
|
},
|
|
{
|
|
"epoch": 0.3404539385847797,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.019347825533022053,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 7568.260869565217,
|
|
"eval_completions/mean_length": 863.2612835427989,
|
|
"eval_completions/mean_terminated_length": 683.077261219854,
|
|
"eval_completions/min_length": 30.782608695652176,
|
|
"eval_completions/min_terminated_length": 30.782608695652176,
|
|
"eval_entropy": 0.18829013148079748,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1210360495.0,
|
|
"eval_reward": 0.5655863375767417,
|
|
"eval_reward_std": 0.46955289659292804,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5655863492385201,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.46955290566320007,
|
|
"eval_runtime": 1368.6676,
|
|
"eval_samples_per_second": 3.336,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.8836352099543032,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.3961800103602202,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 9.716563338818757,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.024459308742181114,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 510
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05520833656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9773.0,
|
|
"completions/mean_length": 2533.236572265625,
|
|
"completions/mean_terminated_length": 2096.920654296875,
|
|
"completions/min_length": 68.0,
|
|
"completions/min_terminated_length": 68.0,
|
|
"entropy": 0.19366666674613953,
|
|
"epoch": 0.3411214953271028,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 3.416107787071817e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1213258706.0,
|
|
"reward": 0.629569411277771,
|
|
"reward_std": 0.4287901520729065,
|
|
"rewards/TRLRewardAdapter/mean": 0.6295693516731262,
|
|
"rewards/TRLRewardAdapter/std": 0.4287901520729065,
|
|
"sampling/importance_sampling_ratio/max": 2.2922885417938232,
|
|
"sampling/importance_sampling_ratio/mean": 0.0855657085776329,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.0,
|
|
"sampling/sampling_logp_difference/mean": 0.024603839963674545,
|
|
"step": 511,
|
|
"step_time": 391.0721011067508
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9954.0,
|
|
"completions/mean_length": 1617.4959716796875,
|
|
"completions/mean_terminated_length": 1224.423095703125,
|
|
"completions/min_length": 45.0,
|
|
"completions/min_terminated_length": 45.0,
|
|
"entropy": 0.16873174657424292,
|
|
"epoch": 0.3417890520694259,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 3.014923989029216e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1215233806.0,
|
|
"reward": 0.710712194442749,
|
|
"reward_std": 0.40057966113090515,
|
|
"rewards/TRLRewardAdapter/mean": 0.710712194442749,
|
|
"rewards/TRLRewardAdapter/std": 0.40057969093322754,
|
|
"sampling/importance_sampling_ratio/max": 1.283668875694275,
|
|
"sampling/importance_sampling_ratio/mean": 0.13144078850746155,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 51.101531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.022480199113488197,
|
|
"step": 512,
|
|
"step_time": 350.044991797884
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02291666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8968.0,
|
|
"completions/mean_length": 1447.596923828125,
|
|
"completions/mean_terminated_length": 1247.0074462890625,
|
|
"completions/min_length": 43.0,
|
|
"completions/min_terminated_length": 43.0,
|
|
"entropy": 0.18492172410090765,
|
|
"epoch": 0.342456608811749,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0004935184676289702,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0004,
|
|
"num_tokens": 1217037227.0,
|
|
"reward": 0.7428246140480042,
|
|
"reward_std": 0.36879128217697144,
|
|
"rewards/TRLRewardAdapter/mean": 0.7428245544433594,
|
|
"rewards/TRLRewardAdapter/std": 0.36879125237464905,
|
|
"sampling/importance_sampling_ratio/max": 1.776299238204956,
|
|
"sampling/importance_sampling_ratio/mean": 0.1434594839811325,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 28.75,
|
|
"sampling/sampling_logp_difference/mean": 0.02371971867978573,
|
|
"step": 513,
|
|
"step_time": 250.91035283985548
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06041666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9896.0,
|
|
"completions/mean_length": 1854.072998046875,
|
|
"completions/mean_terminated_length": 1330.277099609375,
|
|
"completions/min_length": 50.0,
|
|
"completions/min_terminated_length": 50.0,
|
|
"entropy": 0.16488241404294968,
|
|
"epoch": 0.3431241655540721,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.000195408626433357,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0003,
|
|
"num_tokens": 1219273681.0,
|
|
"reward": 0.7614519596099854,
|
|
"reward_std": 0.35473597049713135,
|
|
"rewards/TRLRewardAdapter/mean": 0.7614519000053406,
|
|
"rewards/TRLRewardAdapter/std": 0.35473594069480896,
|
|
"sampling/importance_sampling_ratio/max": 1.802841067314148,
|
|
"sampling/importance_sampling_ratio/mean": 0.10388629138469696,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 10.656776428222656,
|
|
"sampling/sampling_logp_difference/mean": 0.021793192252516747,
|
|
"step": 514,
|
|
"step_time": 339.7424647809239
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03958333656191826,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9274.0,
|
|
"completions/mean_length": 1998.52197265625,
|
|
"completions/mean_terminated_length": 1668.742919921875,
|
|
"completions/min_length": 49.0,
|
|
"completions/min_terminated_length": 49.0,
|
|
"entropy": 0.19217066218455633,
|
|
"epoch": 0.3437917222963952,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 2.289986638682444e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1221689286.0,
|
|
"reward": 0.6287978291511536,
|
|
"reward_std": 0.42524704337120056,
|
|
"rewards/TRLRewardAdapter/mean": 0.6287977695465088,
|
|
"rewards/TRLRewardAdapter/std": 0.42524704337120056,
|
|
"sampling/importance_sampling_ratio/max": 1.6907435655593872,
|
|
"sampling/importance_sampling_ratio/mean": 0.15440590679645538,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 41.25,
|
|
"sampling/sampling_logp_difference/mean": 0.024767789989709854,
|
|
"step": 515,
|
|
"step_time": 301.15365467604715
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0468750037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9732.0,
|
|
"completions/mean_length": 2350.22314453125,
|
|
"completions/mean_terminated_length": 1974.00439453125,
|
|
"completions/min_length": 37.0,
|
|
"completions/min_terminated_length": 37.0,
|
|
"entropy": 0.18724621335665384,
|
|
"epoch": 0.3444592790387183,
|
|
"frac_reward_zero_std": 0.20000001788139343,
|
|
"grad_norm": 4.432799709386719e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1224423036.0,
|
|
"reward": 0.5615423917770386,
|
|
"reward_std": 0.44386330246925354,
|
|
"rewards/TRLRewardAdapter/mean": 0.5615423917770386,
|
|
"rewards/TRLRewardAdapter/std": 0.44386327266693115,
|
|
"sampling/importance_sampling_ratio/max": 1.9699798822402954,
|
|
"sampling/importance_sampling_ratio/mean": 0.10968831926584244,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 46.498069763183594,
|
|
"sampling/sampling_logp_difference/mean": 0.024201322346925735,
|
|
"step": 516,
|
|
"step_time": 377.75782835518476
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03854166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9888.0,
|
|
"completions/mean_length": 1669.3594970703125,
|
|
"completions/mean_terminated_length": 1335.4117431640625,
|
|
"completions/min_length": 33.0,
|
|
"completions/min_terminated_length": 33.0,
|
|
"entropy": 0.1748036121328672,
|
|
"epoch": 0.34512683578104136,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 1.966825654064541e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1226502005.0,
|
|
"reward": 0.7609049081802368,
|
|
"reward_std": 0.3696092963218689,
|
|
"rewards/TRLRewardAdapter/mean": 0.7609049081802368,
|
|
"rewards/TRLRewardAdapter/std": 0.3696092665195465,
|
|
"sampling/importance_sampling_ratio/max": 2.625661611557007,
|
|
"sampling/importance_sampling_ratio/mean": 0.20420432090759277,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.25,
|
|
"sampling/sampling_logp_difference/mean": 0.023668739944696426,
|
|
"step": 517,
|
|
"step_time": 249.48678450402804
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.12083333730697632,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9930.0,
|
|
"completions/mean_length": 2636.41357421875,
|
|
"completions/mean_terminated_length": 1624.356689453125,
|
|
"completions/min_length": 50.0,
|
|
"completions/min_terminated_length": 50.0,
|
|
"entropy": 0.19055751462777457,
|
|
"epoch": 0.34579439252336447,
|
|
"frac_reward_zero_std": 0.20000001788139343,
|
|
"grad_norm": 3.06366874183604e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1229466754.0,
|
|
"reward": 0.6298866868019104,
|
|
"reward_std": 0.4351421892642975,
|
|
"rewards/TRLRewardAdapter/mean": 0.6298866271972656,
|
|
"rewards/TRLRewardAdapter/std": 0.4351422190666199,
|
|
"sampling/importance_sampling_ratio/max": 2.0538835525512695,
|
|
"sampling/importance_sampling_ratio/mean": 0.13617494702339172,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 50.80926513671875,
|
|
"sampling/sampling_logp_difference/mean": 0.024552464485168457,
|
|
"step": 518,
|
|
"step_time": 388.33889812708367
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05312500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9554.0,
|
|
"completions/mean_length": 1885.095947265625,
|
|
"completions/mean_terminated_length": 1429.80419921875,
|
|
"completions/min_length": 31.0,
|
|
"completions/min_terminated_length": 31.0,
|
|
"entropy": 0.18462053189675012,
|
|
"epoch": 0.3464619492656876,
|
|
"frac_reward_zero_std": 0.23333334922790527,
|
|
"grad_norm": 3.3130901198188865e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1231733374.0,
|
|
"reward": 0.565338134765625,
|
|
"reward_std": 0.4513801336288452,
|
|
"rewards/TRLRewardAdapter/mean": 0.565338134765625,
|
|
"rewards/TRLRewardAdapter/std": 0.4513801336288452,
|
|
"sampling/importance_sampling_ratio/max": 1.9078989028930664,
|
|
"sampling/importance_sampling_ratio/mean": 0.16893965005874634,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.5,
|
|
"sampling/sampling_logp_difference/mean": 0.024366222321987152,
|
|
"step": 519,
|
|
"step_time": 356.5724942620145
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.004166666883975267,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9339.0,
|
|
"completions/mean_length": 1211.572998046875,
|
|
"completions/mean_terminated_length": 1174.80126953125,
|
|
"completions/min_length": 48.0,
|
|
"completions/min_terminated_length": 48.0,
|
|
"entropy": 0.1634524886806806,
|
|
"epoch": 0.3471295060080107,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.0005110728881814056,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0008,
|
|
"num_tokens": 1233368068.0,
|
|
"reward": 0.7740312814712524,
|
|
"reward_std": 0.3650806248188019,
|
|
"rewards/TRLRewardAdapter/mean": 0.7740312814712524,
|
|
"rewards/TRLRewardAdapter/std": 0.3650806248188019,
|
|
"sampling/importance_sampling_ratio/max": 2.122714042663574,
|
|
"sampling/importance_sampling_ratio/mean": 0.18235823512077332,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.0,
|
|
"sampling/sampling_logp_difference/mean": 0.021696632727980614,
|
|
"step": 520,
|
|
"step_time": 176.200779470033
|
|
},
|
|
{
|
|
"epoch": 0.3471295060080107,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.017391303918607857,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 7485.217391304348,
|
|
"eval_completions/mean_length": 755.146288001019,
|
|
"eval_completions/mean_terminated_length": 591.6506666100544,
|
|
"eval_completions/min_length": 28.347826086956523,
|
|
"eval_completions/min_terminated_length": 28.347826086956523,
|
|
"eval_entropy": 0.1689087081214656,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1233368068.0,
|
|
"eval_reward": 0.5673869485440461,
|
|
"eval_reward_std": 0.4722440838813782,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5673869550228119,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.47224409165589704,
|
|
"eval_runtime": 1364.8496,
|
|
"eval_samples_per_second": 3.345,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.986682451289633,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.4681600034236908,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 8.37354390517525,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.02245210248814977,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 520
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9981.0,
|
|
"completions/mean_length": 1900.279296875,
|
|
"completions/mean_terminated_length": 1520.4666748046875,
|
|
"completions/min_length": 64.0,
|
|
"completions/min_terminated_length": 64.0,
|
|
"entropy": 0.17130400985479355,
|
|
"epoch": 0.3477970627503338,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.493275683999784e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1235615376.0,
|
|
"reward": 0.7285114526748657,
|
|
"reward_std": 0.3713792860507965,
|
|
"rewards/TRLRewardAdapter/mean": 0.7285114526748657,
|
|
"rewards/TRLRewardAdapter/std": 0.3713792562484741,
|
|
"sampling/importance_sampling_ratio/max": 2.988496780395508,
|
|
"sampling/importance_sampling_ratio/mean": 0.12787823379039764,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 49.0,
|
|
"sampling/sampling_logp_difference/mean": 0.02194860205054283,
|
|
"step": 521,
|
|
"step_time": 241.62214529025368
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05416667088866234,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9935.0,
|
|
"completions/mean_length": 2118.213623046875,
|
|
"completions/mean_terminated_length": 1666.8336181640625,
|
|
"completions/min_length": 33.0,
|
|
"completions/min_terminated_length": 33.0,
|
|
"entropy": 0.19350279619296393,
|
|
"epoch": 0.3484646194926569,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 4.114477254596894e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1238128285.0,
|
|
"reward": 0.6687093377113342,
|
|
"reward_std": 0.40229013562202454,
|
|
"rewards/TRLRewardAdapter/mean": 0.6687093377113342,
|
|
"rewards/TRLRewardAdapter/std": 0.4022901654243469,
|
|
"sampling/importance_sampling_ratio/max": 2.1254842281341553,
|
|
"sampling/importance_sampling_ratio/mean": 0.1345578134059906,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 16.34498405456543,
|
|
"sampling/sampling_logp_difference/mean": 0.024475490674376488,
|
|
"step": 522,
|
|
"step_time": 283.9742278229678
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07604166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9842.0,
|
|
"completions/mean_length": 1857.830322265625,
|
|
"completions/mean_terminated_length": 1187.73046875,
|
|
"completions/min_length": 48.0,
|
|
"completions/min_terminated_length": 48.0,
|
|
"entropy": 0.165101687113444,
|
|
"epoch": 0.34913217623498,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 7.375667768717149e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1240353690.0,
|
|
"reward": 0.6953634023666382,
|
|
"reward_std": 0.42165306210517883,
|
|
"rewards/TRLRewardAdapter/mean": 0.6953633427619934,
|
|
"rewards/TRLRewardAdapter/std": 0.42165306210517883,
|
|
"sampling/importance_sampling_ratio/max": 2.5020172595977783,
|
|
"sampling/importance_sampling_ratio/mean": 0.19075576961040497,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 23.25,
|
|
"sampling/sampling_logp_difference/mean": 0.021771913394331932,
|
|
"step": 523,
|
|
"step_time": 394.8803025800735
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06041666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9729.0,
|
|
"completions/mean_length": 1728.0167236328125,
|
|
"completions/mean_terminated_length": 1196.115234375,
|
|
"completions/min_length": 28.0,
|
|
"completions/min_terminated_length": 28.0,
|
|
"entropy": 0.16083335628112158,
|
|
"epoch": 0.34979973297730305,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 3.556702692923404e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1242444426.0,
|
|
"reward": 0.6920388340950012,
|
|
"reward_std": 0.4172891080379486,
|
|
"rewards/TRLRewardAdapter/mean": 0.6920387744903564,
|
|
"rewards/TRLRewardAdapter/std": 0.4172890782356262,
|
|
"sampling/importance_sampling_ratio/max": 2.0222225189208984,
|
|
"sampling/importance_sampling_ratio/mean": 0.2319495677947998,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 19.38402557373047,
|
|
"sampling/sampling_logp_difference/mean": 0.021689817309379578,
|
|
"step": 524,
|
|
"step_time": 383.51149913086556
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02500000223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 7714.0,
|
|
"completions/mean_length": 1225.237548828125,
|
|
"completions/mean_terminated_length": 1000.24365234375,
|
|
"completions/min_length": 36.0,
|
|
"completions/min_terminated_length": 36.0,
|
|
"entropy": 0.16664718836545944,
|
|
"epoch": 0.35046728971962615,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00010745414928151397,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1244065486.0,
|
|
"reward": 0.7586848139762878,
|
|
"reward_std": 0.36686384677886963,
|
|
"rewards/TRLRewardAdapter/mean": 0.7586848139762878,
|
|
"rewards/TRLRewardAdapter/std": 0.36686381697654724,
|
|
"sampling/importance_sampling_ratio/max": 2.045579671859741,
|
|
"sampling/importance_sampling_ratio/mean": 0.1508396714925766,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.4859089851379395,
|
|
"sampling/sampling_logp_difference/mean": 0.02293723076581955,
|
|
"step": 525,
|
|
"step_time": 296.74653904500883
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07916667312383652,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9497.0,
|
|
"completions/mean_length": 1986.986572265625,
|
|
"completions/mean_terminated_length": 1298.0848388671875,
|
|
"completions/min_length": 31.0,
|
|
"completions/min_terminated_length": 31.0,
|
|
"entropy": 0.15071594715118408,
|
|
"epoch": 0.35113484646194926,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 1.3457027753881262e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1246427457.0,
|
|
"reward": 0.6784467697143555,
|
|
"reward_std": 0.42711588740348816,
|
|
"rewards/TRLRewardAdapter/mean": 0.6784467101097107,
|
|
"rewards/TRLRewardAdapter/std": 0.42711588740348816,
|
|
"sampling/importance_sampling_ratio/max": 1.9992610216140747,
|
|
"sampling/importance_sampling_ratio/mean": 0.1636747121810913,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.75,
|
|
"sampling/sampling_logp_difference/mean": 0.020528379827737808,
|
|
"step": 526,
|
|
"step_time": 396.72098129824735
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03437500074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9493.0,
|
|
"completions/mean_length": 1300.6229248046875,
|
|
"completions/mean_terminated_length": 990.9363403320312,
|
|
"completions/min_length": 43.0,
|
|
"completions/min_terminated_length": 43.0,
|
|
"entropy": 0.1735694855451584,
|
|
"epoch": 0.35180240320427236,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.00014925258401693312,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1248094263.0,
|
|
"reward": 0.7791379690170288,
|
|
"reward_std": 0.3687152862548828,
|
|
"rewards/TRLRewardAdapter/mean": 0.779137909412384,
|
|
"rewards/TRLRewardAdapter/std": 0.3687152862548828,
|
|
"sampling/importance_sampling_ratio/max": 2.9953930377960205,
|
|
"sampling/importance_sampling_ratio/mean": 0.16778495907783508,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 26.25,
|
|
"sampling/sampling_logp_difference/mean": 0.022857142612338066,
|
|
"step": 527,
|
|
"step_time": 282.8428936980199
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.010416666977107525,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 7027.0,
|
|
"completions/mean_length": 1688.5948486328125,
|
|
"completions/mean_terminated_length": 1601.106201171875,
|
|
"completions/min_length": 31.0,
|
|
"completions/min_terminated_length": 31.0,
|
|
"entropy": 0.18917085975408554,
|
|
"epoch": 0.35246995994659547,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0001967595235182563,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1250158418.0,
|
|
"reward": 0.6997719407081604,
|
|
"reward_std": 0.38099414110183716,
|
|
"rewards/TRLRewardAdapter/mean": 0.6997718811035156,
|
|
"rewards/TRLRewardAdapter/std": 0.38099411129951477,
|
|
"sampling/importance_sampling_ratio/max": 1.625059723854065,
|
|
"sampling/importance_sampling_ratio/mean": 0.1248302087187767,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 14.25,
|
|
"sampling/sampling_logp_difference/mean": 0.02503451704978943,
|
|
"step": 528,
|
|
"step_time": 207.51462176104542
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04479166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8570.0,
|
|
"completions/mean_length": 2108.44384765625,
|
|
"completions/mean_terminated_length": 1738.3924560546875,
|
|
"completions/min_length": 43.0,
|
|
"completions/min_terminated_length": 43.0,
|
|
"entropy": 0.18033957233031592,
|
|
"epoch": 0.3531375166889186,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 2.8966450565964662e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1252675932.0,
|
|
"reward": 0.6696116328239441,
|
|
"reward_std": 0.407985657453537,
|
|
"rewards/TRLRewardAdapter/mean": 0.6696116328239441,
|
|
"rewards/TRLRewardAdapter/std": 0.407985657453537,
|
|
"sampling/importance_sampling_ratio/max": 2.3705408573150635,
|
|
"sampling/importance_sampling_ratio/mean": 0.13501521944999695,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.25,
|
|
"sampling/sampling_logp_difference/mean": 0.023583579808473587,
|
|
"step": 529,
|
|
"step_time": 222.67599717481062
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 7246.0,
|
|
"completions/mean_length": 1039.5198974609375,
|
|
"completions/mean_terminated_length": 1030.17626953125,
|
|
"completions/min_length": 42.0,
|
|
"completions/min_terminated_length": 42.0,
|
|
"entropy": 0.17613415916760763,
|
|
"epoch": 0.3538050734312417,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 8.276141368539882e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1254175375.0,
|
|
"reward": 0.8525848984718323,
|
|
"reward_std": 0.26196911931037903,
|
|
"rewards/TRLRewardAdapter/mean": 0.8525848388671875,
|
|
"rewards/TRLRewardAdapter/std": 0.26196911931037903,
|
|
"sampling/importance_sampling_ratio/max": 1.6898552179336548,
|
|
"sampling/importance_sampling_ratio/mean": 0.15709862112998962,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.964843273162842,
|
|
"sampling/sampling_logp_difference/mean": 0.023698974400758743,
|
|
"step": 530,
|
|
"step_time": 130.7280544588575
|
|
},
|
|
{
|
|
"epoch": 0.3538050734312417,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.017608695218096607,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 7372.695652173913,
|
|
"eval_completions/mean_length": 727.2971562924592,
|
|
"eval_completions/mean_terminated_length": 561.1683681322181,
|
|
"eval_completions/min_length": 29.130434782608695,
|
|
"eval_completions/min_terminated_length": 29.130434782608695,
|
|
"eval_entropy": 0.1673130010781081,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1254175375.0,
|
|
"eval_reward": 0.5616976476233938,
|
|
"eval_reward_std": 0.4741569459438324,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5616976722427036,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.47415695242259814,
|
|
"eval_runtime": 1356.2859,
|
|
"eval_samples_per_second": 3.367,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.1559083928232607,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.4741066875665084,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 9.15972421998563,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.02282103920436424,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 530
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01875000074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9614.0,
|
|
"completions/mean_length": 1255.16357421875,
|
|
"completions/mean_terminated_length": 1088.0648193359375,
|
|
"completions/min_length": 34.0,
|
|
"completions/min_terminated_length": 34.0,
|
|
"entropy": 0.1661213164528211,
|
|
"epoch": 0.35447263017356473,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0009730762119648457,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1255853132.0,
|
|
"reward": 0.7409085631370544,
|
|
"reward_std": 0.3870871663093567,
|
|
"rewards/TRLRewardAdapter/mean": 0.7409085035324097,
|
|
"rewards/TRLRewardAdapter/std": 0.3870871961116791,
|
|
"sampling/importance_sampling_ratio/max": 1.776301622390747,
|
|
"sampling/importance_sampling_ratio/mean": 0.23071913421154022,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 20.25,
|
|
"sampling/sampling_logp_difference/mean": 0.023039620369672775,
|
|
"step": 531,
|
|
"step_time": 353.0117586449487
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0020833334419876337,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9544.0,
|
|
"completions/mean_length": 1059.4730224609375,
|
|
"completions/mean_terminated_length": 1040.8079833984375,
|
|
"completions/min_length": 38.0,
|
|
"completions/min_terminated_length": 38.0,
|
|
"entropy": 0.14275612185398737,
|
|
"epoch": 0.35514018691588783,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0009737926628328403,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0004,
|
|
"num_tokens": 1257305778.0,
|
|
"reward": 0.8338855504989624,
|
|
"reward_std": 0.2860679030418396,
|
|
"rewards/TRLRewardAdapter/mean": 0.8338854908943176,
|
|
"rewards/TRLRewardAdapter/std": 0.2860679030418396,
|
|
"sampling/importance_sampling_ratio/max": 2.2904105186462402,
|
|
"sampling/importance_sampling_ratio/mean": 0.17836277186870575,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.223299980163574,
|
|
"sampling/sampling_logp_difference/mean": 0.02027907967567444,
|
|
"step": 532,
|
|
"step_time": 146.06004826596472
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04895833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9763.0,
|
|
"completions/mean_length": 1862.5906982421875,
|
|
"completions/mean_terminated_length": 1443.6878662109375,
|
|
"completions/min_length": 40.0,
|
|
"completions/min_terminated_length": 40.0,
|
|
"entropy": 0.17402488738298416,
|
|
"epoch": 0.35580774365821094,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 7.36208313344298e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1259577897.0,
|
|
"reward": 0.6998080015182495,
|
|
"reward_std": 0.38744184374809265,
|
|
"rewards/TRLRewardAdapter/mean": 0.6998080015182495,
|
|
"rewards/TRLRewardAdapter/std": 0.38744181394577026,
|
|
"sampling/importance_sampling_ratio/max": 1.8356568813323975,
|
|
"sampling/importance_sampling_ratio/mean": 0.1137848049402237,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 47.45545196533203,
|
|
"sampling/sampling_logp_difference/mean": 0.023243313655257225,
|
|
"step": 533,
|
|
"step_time": 351.745497521013
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 7828.0,
|
|
"completions/mean_length": 1126.4000244140625,
|
|
"completions/mean_terminated_length": 1117.1470947265625,
|
|
"completions/min_length": 42.0,
|
|
"completions/min_terminated_length": 42.0,
|
|
"entropy": 0.1374763771891594,
|
|
"epoch": 0.35647530040053405,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.00013733612258650207,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 1261111401.0,
|
|
"reward": 0.757836103439331,
|
|
"reward_std": 0.36188796162605286,
|
|
"rewards/TRLRewardAdapter/mean": 0.757836103439331,
|
|
"rewards/TRLRewardAdapter/std": 0.36188796162605286,
|
|
"sampling/importance_sampling_ratio/max": 2.104832172393799,
|
|
"sampling/importance_sampling_ratio/mean": 0.1509055495262146,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 16.211973190307617,
|
|
"sampling/sampling_logp_difference/mean": 0.01939314603805542,
|
|
"step": 534,
|
|
"step_time": 109.29908535792492
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01979166828095913,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9652.0,
|
|
"completions/mean_length": 1771.1844482421875,
|
|
"completions/mean_terminated_length": 1605.033935546875,
|
|
"completions/min_length": 50.0,
|
|
"completions/min_terminated_length": 50.0,
|
|
"entropy": 0.15853150437275568,
|
|
"epoch": 0.35714285714285715,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 1.7818742520088656e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1263245850.0,
|
|
"reward": 0.7202304005622864,
|
|
"reward_std": 0.3941347599029541,
|
|
"rewards/TRLRewardAdapter/mean": 0.7202303409576416,
|
|
"rewards/TRLRewardAdapter/std": 0.3941347599029541,
|
|
"sampling/importance_sampling_ratio/max": 1.9807506799697876,
|
|
"sampling/importance_sampling_ratio/mean": 0.1145244836807251,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 33.25,
|
|
"sampling/sampling_logp_difference/mean": 0.021432092413306236,
|
|
"step": 535,
|
|
"step_time": 245.23888318997342
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07916667312383652,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9551.0,
|
|
"completions/mean_length": 2563.133544921875,
|
|
"completions/mean_terminated_length": 1923.7647705078125,
|
|
"completions/min_length": 36.0,
|
|
"completions/min_terminated_length": 36.0,
|
|
"entropy": 0.175484669705232,
|
|
"epoch": 0.35781041388518026,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 5.6266519017339347e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1266210298.0,
|
|
"reward": 0.6484798789024353,
|
|
"reward_std": 0.4021458625793457,
|
|
"rewards/TRLRewardAdapter/mean": 0.6484798192977905,
|
|
"rewards/TRLRewardAdapter/std": 0.4021458625793457,
|
|
"sampling/importance_sampling_ratio/max": 1.813800573348999,
|
|
"sampling/importance_sampling_ratio/mean": 0.14248616993427277,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 40.91420364379883,
|
|
"sampling/sampling_logp_difference/mean": 0.023602237924933434,
|
|
"step": 536,
|
|
"step_time": 380.2185949559789
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01145833358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9859.0,
|
|
"completions/mean_length": 1658.845947265625,
|
|
"completions/mean_terminated_length": 1562.1622314453125,
|
|
"completions/min_length": 34.0,
|
|
"completions/min_terminated_length": 34.0,
|
|
"entropy": 0.1663626879453659,
|
|
"epoch": 0.35847797062750336,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 3.726947335715947e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1268310406.0,
|
|
"reward": 0.6559662222862244,
|
|
"reward_std": 0.41266822814941406,
|
|
"rewards/TRLRewardAdapter/mean": 0.6559661626815796,
|
|
"rewards/TRLRewardAdapter/std": 0.41266822814941406,
|
|
"sampling/importance_sampling_ratio/max": 2.1001133918762207,
|
|
"sampling/importance_sampling_ratio/mean": 0.16168782114982605,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.139067649841309,
|
|
"sampling/sampling_logp_difference/mean": 0.022304927930235863,
|
|
"step": 537,
|
|
"step_time": 186.54094485286623
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05000000447034836,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9990.0,
|
|
"completions/mean_length": 1846.330322265625,
|
|
"completions/mean_terminated_length": 1417.189697265625,
|
|
"completions/min_length": 34.0,
|
|
"completions/min_terminated_length": 34.0,
|
|
"entropy": 0.16568689296642938,
|
|
"epoch": 0.3591455273698264,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 1.6409095470321432e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1270545059.0,
|
|
"reward": 0.7413389086723328,
|
|
"reward_std": 0.3836953639984131,
|
|
"rewards/TRLRewardAdapter/mean": 0.741338849067688,
|
|
"rewards/TRLRewardAdapter/std": 0.3836953341960907,
|
|
"sampling/importance_sampling_ratio/max": 2.642005681991577,
|
|
"sampling/importance_sampling_ratio/mean": 0.17799553275108337,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 58.101531982421875,
|
|
"sampling/sampling_logp_difference/mean": 0.022766033187508583,
|
|
"step": 538,
|
|
"step_time": 340.6201287341537
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9825.0,
|
|
"completions/mean_length": 1954.159423828125,
|
|
"completions/mean_terminated_length": 1721.3214111328125,
|
|
"completions/min_length": 86.0,
|
|
"completions/min_terminated_length": 86.0,
|
|
"entropy": 0.17906812330087027,
|
|
"epoch": 0.3598130841121495,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 5.087277069412089e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1272912604.0,
|
|
"reward": 0.6977677941322327,
|
|
"reward_std": 0.3690378963947296,
|
|
"rewards/TRLRewardAdapter/mean": 0.6977677941322327,
|
|
"rewards/TRLRewardAdapter/std": 0.3690378665924072,
|
|
"sampling/importance_sampling_ratio/max": 1.4499925374984741,
|
|
"sampling/importance_sampling_ratio/mean": 0.06417723000049591,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 41.763919830322266,
|
|
"sampling/sampling_logp_difference/mean": 0.023791775107383728,
|
|
"step": 539,
|
|
"step_time": 321.8652476881398
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00937500037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8630.0,
|
|
"completions/mean_length": 1270.190673828125,
|
|
"completions/mean_terminated_length": 1187.5740966796875,
|
|
"completions/min_length": 34.0,
|
|
"completions/min_terminated_length": 34.0,
|
|
"entropy": 0.17029187083244324,
|
|
"epoch": 0.3604806408544726,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.991934689171173e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1274569555.0,
|
|
"reward": 0.8035699725151062,
|
|
"reward_std": 0.3227667510509491,
|
|
"rewards/TRLRewardAdapter/mean": 0.8035699129104614,
|
|
"rewards/TRLRewardAdapter/std": 0.3227667510509491,
|
|
"sampling/importance_sampling_ratio/max": 1.9753611087799072,
|
|
"sampling/importance_sampling_ratio/mean": 0.11749569326639175,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.455451965332031,
|
|
"sampling/sampling_logp_difference/mean": 0.02290407381951809,
|
|
"step": 540,
|
|
"step_time": 208.83551880798768
|
|
},
|
|
{
|
|
"epoch": 0.3604806408544726,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.02239130376635686,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8228.04347826087,
|
|
"eval_completions/mean_length": 886.3930239470109,
|
|
"eval_completions/mean_terminated_length": 677.7908882472826,
|
|
"eval_completions/min_length": 33.608695652173914,
|
|
"eval_completions/min_terminated_length": 33.608695652173914,
|
|
"eval_entropy": 0.1562508849993996,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1274569555.0,
|
|
"eval_reward": 0.5732129112533901,
|
|
"eval_reward_std": 0.46680597766585974,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5732129242109216,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.46680598414462543,
|
|
"eval_runtime": 1376.3998,
|
|
"eval_samples_per_second": 3.317,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.2579745313395625,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.4222023836944414,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 6.795360995375591,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.02147500459914622,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 540
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.010416666977107525,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9499.0,
|
|
"completions/mean_length": 1405.604248046875,
|
|
"completions/mean_terminated_length": 1315.1368408203125,
|
|
"completions/min_length": 50.0,
|
|
"completions/min_terminated_length": 50.0,
|
|
"entropy": 0.1603437215089798,
|
|
"epoch": 0.36114819759679573,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 3.760149742388831e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1276407287.0,
|
|
"reward": 0.7397960424423218,
|
|
"reward_std": 0.372149258852005,
|
|
"rewards/TRLRewardAdapter/mean": 0.739795982837677,
|
|
"rewards/TRLRewardAdapter/std": 0.3721492290496826,
|
|
"sampling/importance_sampling_ratio/max": 1.8874117136001587,
|
|
"sampling/importance_sampling_ratio/mean": 0.15717379748821259,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 4.327360153198242,
|
|
"sampling/sampling_logp_difference/mean": 0.021715983748435974,
|
|
"step": 541,
|
|
"step_time": 247.0451735833194
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06041666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9972.0,
|
|
"completions/mean_length": 2684.638671875,
|
|
"completions/mean_terminated_length": 2214.24951171875,
|
|
"completions/min_length": 31.0,
|
|
"completions/min_terminated_length": 31.0,
|
|
"entropy": 0.1596498042345047,
|
|
"epoch": 0.36181575433911883,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 8.17033459488798e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1279454908.0,
|
|
"reward": 0.6498976349830627,
|
|
"reward_std": 0.3917047083377838,
|
|
"rewards/TRLRewardAdapter/mean": 0.649897575378418,
|
|
"rewards/TRLRewardAdapter/std": 0.3917047083377838,
|
|
"sampling/importance_sampling_ratio/max": 1.6167631149291992,
|
|
"sampling/importance_sampling_ratio/mean": 0.1273314505815506,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 33.5,
|
|
"sampling/sampling_logp_difference/mean": 0.02169795334339142,
|
|
"step": 542,
|
|
"step_time": 363.8207862698473
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03333333507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8997.0,
|
|
"completions/mean_length": 1412.7552490234375,
|
|
"completions/mean_terminated_length": 1116.643310546875,
|
|
"completions/min_length": 67.0,
|
|
"completions/min_terminated_length": 67.0,
|
|
"entropy": 0.144728514055411,
|
|
"epoch": 0.36248331108144194,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0002187559472429106,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 1281215281.0,
|
|
"reward": 0.7564172148704529,
|
|
"reward_std": 0.36479121446609497,
|
|
"rewards/TRLRewardAdapter/mean": 0.7564171552658081,
|
|
"rewards/TRLRewardAdapter/std": 0.3647911846637726,
|
|
"sampling/importance_sampling_ratio/max": 2.472182273864746,
|
|
"sampling/importance_sampling_ratio/mean": 0.15047021210193634,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 8.578078269958496,
|
|
"sampling/sampling_logp_difference/mean": 0.019927596673369408,
|
|
"step": 543,
|
|
"step_time": 375.91543715191074
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0031250002793967724,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8870.0,
|
|
"completions/mean_length": 1652.107421875,
|
|
"completions/mean_terminated_length": 1625.9383544921875,
|
|
"completions/min_length": 44.0,
|
|
"completions/min_terminated_length": 44.0,
|
|
"entropy": 0.16494979212681452,
|
|
"epoch": 0.36315086782376504,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 7.782099613949147e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1283290392.0,
|
|
"reward": 0.6985541582107544,
|
|
"reward_std": 0.3744993507862091,
|
|
"rewards/TRLRewardAdapter/mean": 0.6985540986061096,
|
|
"rewards/TRLRewardAdapter/std": 0.3744993507862091,
|
|
"sampling/importance_sampling_ratio/max": 1.8612210750579834,
|
|
"sampling/importance_sampling_ratio/mean": 0.11271993815898895,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.966457843780518,
|
|
"sampling/sampling_logp_difference/mean": 0.022269010543823242,
|
|
"step": 544,
|
|
"step_time": 156.20490996877197
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02083333395421505,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9666.0,
|
|
"completions/mean_length": 1620.66259765625,
|
|
"completions/mean_terminated_length": 1442.378662109375,
|
|
"completions/min_length": 66.0,
|
|
"completions/min_terminated_length": 66.0,
|
|
"entropy": 0.16493326673905054,
|
|
"epoch": 0.3638184245660881,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 5.844915656147409e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1285302132.0,
|
|
"reward": 0.7391926050186157,
|
|
"reward_std": 0.37200310826301575,
|
|
"rewards/TRLRewardAdapter/mean": 0.7391926050186157,
|
|
"rewards/TRLRewardAdapter/std": 0.37200313806533813,
|
|
"sampling/importance_sampling_ratio/max": 1.964023232460022,
|
|
"sampling/importance_sampling_ratio/mean": 0.11696642637252808,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 57.25,
|
|
"sampling/sampling_logp_difference/mean": 0.022806324064731598,
|
|
"step": 545,
|
|
"step_time": 289.36511019896716
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.006250000558793545,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 7709.0,
|
|
"completions/mean_length": 1383.214599609375,
|
|
"completions/mean_terminated_length": 1329.0208740234375,
|
|
"completions/min_length": 43.0,
|
|
"completions/min_terminated_length": 43.0,
|
|
"entropy": 0.15186189860105515,
|
|
"epoch": 0.3644859813084112,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00013785927335410763,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1287045826.0,
|
|
"reward": 0.7907062768936157,
|
|
"reward_std": 0.31565287709236145,
|
|
"rewards/TRLRewardAdapter/mean": 0.7907062768936157,
|
|
"rewards/TRLRewardAdapter/std": 0.31565287709236145,
|
|
"sampling/importance_sampling_ratio/max": 1.8013827800750732,
|
|
"sampling/importance_sampling_ratio/mean": 0.16906659305095673,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.134025573730469,
|
|
"sampling/sampling_logp_difference/mean": 0.020799636840820312,
|
|
"step": 546,
|
|
"step_time": 155.81284818297718
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05312500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8432.0,
|
|
"completions/mean_length": 1922.2740478515625,
|
|
"completions/mean_terminated_length": 1469.0682373046875,
|
|
"completions/min_length": 72.0,
|
|
"completions/min_terminated_length": 72.0,
|
|
"entropy": 0.1760214144984881,
|
|
"epoch": 0.3651535380507343,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 1.3201774608698694e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1289337193.0,
|
|
"reward": 0.6836521029472351,
|
|
"reward_std": 0.4101541340351105,
|
|
"rewards/TRLRewardAdapter/mean": 0.6836520433425903,
|
|
"rewards/TRLRewardAdapter/std": 0.4101541340351105,
|
|
"sampling/importance_sampling_ratio/max": 1.7343868017196655,
|
|
"sampling/importance_sampling_ratio/mean": 0.08564875274896622,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 44.0,
|
|
"sampling/sampling_logp_difference/mean": 0.023436201736330986,
|
|
"step": 547,
|
|
"step_time": 304.497659850982
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03229166939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9498.0,
|
|
"completions/mean_length": 1387.3167724609375,
|
|
"completions/mean_terminated_length": 1099.918212890625,
|
|
"completions/min_length": 43.0,
|
|
"completions/min_terminated_length": 43.0,
|
|
"entropy": 0.1495002657175064,
|
|
"epoch": 0.3658210947930574,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 9.376835578944993e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1291124121.0,
|
|
"reward": 0.7925580143928528,
|
|
"reward_std": 0.3351937532424927,
|
|
"rewards/TRLRewardAdapter/mean": 0.792557954788208,
|
|
"rewards/TRLRewardAdapter/std": 0.3351937532424927,
|
|
"sampling/importance_sampling_ratio/max": 2.9260494709014893,
|
|
"sampling/importance_sampling_ratio/mean": 0.14699886739253998,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 30.306852340698242,
|
|
"sampling/sampling_logp_difference/mean": 0.020927006378769875,
|
|
"step": 548,
|
|
"step_time": 365.7065826409962
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02395833469927311,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9964.0,
|
|
"completions/mean_length": 1220.4510498046875,
|
|
"completions/mean_terminated_length": 1004.9444580078125,
|
|
"completions/min_length": 49.0,
|
|
"completions/min_terminated_length": 49.0,
|
|
"entropy": 0.13130521401762962,
|
|
"epoch": 0.3664886515353805,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 6.526120132082608e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1292782698.0,
|
|
"reward": 0.7953214049339294,
|
|
"reward_std": 0.34553804993629456,
|
|
"rewards/TRLRewardAdapter/mean": 0.7953213453292847,
|
|
"rewards/TRLRewardAdapter/std": 0.34553802013397217,
|
|
"sampling/importance_sampling_ratio/max": 2.1354622840881348,
|
|
"sampling/importance_sampling_ratio/mean": 0.22063109278678894,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.75,
|
|
"sampling/sampling_logp_difference/mean": 0.018961859866976738,
|
|
"step": 549,
|
|
"step_time": 337.6669520168798
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01458333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9452.0,
|
|
"completions/mean_length": 1301.61572265625,
|
|
"completions/mean_terminated_length": 1172.8868408203125,
|
|
"completions/min_length": 31.0,
|
|
"completions/min_terminated_length": 31.0,
|
|
"entropy": 0.14090751856565475,
|
|
"epoch": 0.3671562082777036,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.738508611269706e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1294465593.0,
|
|
"reward": 0.7942811846733093,
|
|
"reward_std": 0.33181342482566833,
|
|
"rewards/TRLRewardAdapter/mean": 0.7942811250686646,
|
|
"rewards/TRLRewardAdapter/std": 0.33181342482566833,
|
|
"sampling/importance_sampling_ratio/max": 1.8457024097442627,
|
|
"sampling/importance_sampling_ratio/mean": 0.11924993991851807,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.998071670532227,
|
|
"sampling/sampling_logp_difference/mean": 0.0199785977602005,
|
|
"step": 550,
|
|
"step_time": 300.75409084907733
|
|
},
|
|
{
|
|
"epoch": 0.3671562082777036,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.024347825299786484,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8530.08695652174,
|
|
"eval_completions/mean_length": 923.3449760105299,
|
|
"eval_completions/mean_terminated_length": 696.9194203252378,
|
|
"eval_completions/min_length": 33.43478260869565,
|
|
"eval_completions/min_terminated_length": 33.43478260869565,
|
|
"eval_entropy": 0.15479747627092444,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1294465593.0,
|
|
"eval_reward": 0.5779172311658445,
|
|
"eval_reward_std": 0.4667109471300374,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5779172337573507,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.46671096267907514,
|
|
"eval_runtime": 1383.3217,
|
|
"eval_samples_per_second": 3.301,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.0858219706493877,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.4276330976382546,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 6.26993903906449,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.021141550868101742,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 550
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0677083358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9888.0,
|
|
"completions/mean_length": 1852.7333984375,
|
|
"completions/mean_terminated_length": 1261.0323486328125,
|
|
"completions/min_length": 38.0,
|
|
"completions/min_terminated_length": 38.0,
|
|
"entropy": 0.16569185008605322,
|
|
"epoch": 0.3678237650200267,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 3.1749194077698964e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1296692185.0,
|
|
"reward": 0.7534855008125305,
|
|
"reward_std": 0.3557766079902649,
|
|
"rewards/TRLRewardAdapter/mean": 0.7534855008125305,
|
|
"rewards/TRLRewardAdapter/std": 0.3557765483856201,
|
|
"sampling/importance_sampling_ratio/max": 1.7129346132278442,
|
|
"sampling/importance_sampling_ratio/mean": 0.1275942325592041,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 54.5949821472168,
|
|
"sampling/sampling_logp_difference/mean": 0.022130636498332024,
|
|
"step": 551,
|
|
"step_time": 392.4808739287546
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.006250000558793545,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 7924.0,
|
|
"completions/mean_length": 1147.15625,
|
|
"completions/mean_terminated_length": 1091.4779052734375,
|
|
"completions/min_length": 72.0,
|
|
"completions/min_terminated_length": 72.0,
|
|
"entropy": 0.1387349913517634,
|
|
"epoch": 0.3684913217623498,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.000166462188449691,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1298230031.0,
|
|
"reward": 0.8261508941650391,
|
|
"reward_std": 0.28958919644355774,
|
|
"rewards/TRLRewardAdapter/mean": 0.8261508345603943,
|
|
"rewards/TRLRewardAdapter/std": 0.28958919644355774,
|
|
"sampling/importance_sampling_ratio/max": 1.3658475875854492,
|
|
"sampling/importance_sampling_ratio/mean": 0.13092727959156036,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.285170555114746,
|
|
"sampling/sampling_logp_difference/mean": 0.01941961981356144,
|
|
"step": 552,
|
|
"step_time": 155.5904058261076
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03125,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9959.0,
|
|
"completions/mean_length": 2116.369873046875,
|
|
"completions/mean_terminated_length": 1862.0592041015625,
|
|
"completions/min_length": 71.0,
|
|
"completions/min_terminated_length": 71.0,
|
|
"entropy": 0.1700902283191681,
|
|
"epoch": 0.3691588785046729,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00022422645816335475,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0027,
|
|
"num_tokens": 1300699602.0,
|
|
"reward": 0.6588638424873352,
|
|
"reward_std": 0.40848782658576965,
|
|
"rewards/TRLRewardAdapter/mean": 0.6588638424873352,
|
|
"rewards/TRLRewardAdapter/std": 0.40848779678344727,
|
|
"sampling/importance_sampling_ratio/max": 2.0118913650512695,
|
|
"sampling/importance_sampling_ratio/mean": 0.10663725435733795,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 56.75,
|
|
"sampling/sampling_logp_difference/mean": 0.022810814902186394,
|
|
"step": 553,
|
|
"step_time": 333.47960346296895
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05416667088866234,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9761.0,
|
|
"completions/mean_length": 2106.08447265625,
|
|
"completions/mean_terminated_length": 1654.0098876953125,
|
|
"completions/min_length": 37.0,
|
|
"completions/min_terminated_length": 37.0,
|
|
"entropy": 0.16337889432907104,
|
|
"epoch": 0.369826435246996,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 7.591298575174741e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1303174243.0,
|
|
"reward": 0.724273681640625,
|
|
"reward_std": 0.3708961606025696,
|
|
"rewards/TRLRewardAdapter/mean": 0.7242736220359802,
|
|
"rewards/TRLRewardAdapter/std": 0.3708961606025696,
|
|
"sampling/importance_sampling_ratio/max": 2.2376701831817627,
|
|
"sampling/importance_sampling_ratio/mean": 0.09919063001871109,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 34.31729507446289,
|
|
"sampling/sampling_logp_difference/mean": 0.022513289004564285,
|
|
"step": 554,
|
|
"step_time": 400.61978760396596
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.11666667461395264,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 10000.0,
|
|
"completions/mean_length": 2356.11669921875,
|
|
"completions/mean_terminated_length": 1346.5472412109375,
|
|
"completions/min_length": 30.0,
|
|
"completions/min_terminated_length": 30.0,
|
|
"entropy": 0.13757477700710297,
|
|
"epoch": 0.3704939919893191,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 3.7501095844594555e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1305893587.0,
|
|
"reward": 0.6894934773445129,
|
|
"reward_std": 0.4150082767009735,
|
|
"rewards/TRLRewardAdapter/mean": 0.6894934177398682,
|
|
"rewards/TRLRewardAdapter/std": 0.4150082767009735,
|
|
"sampling/importance_sampling_ratio/max": 2.0836124420166016,
|
|
"sampling/importance_sampling_ratio/mean": 0.2021070420742035,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 51.806854248046875,
|
|
"sampling/sampling_logp_difference/mean": 0.01924159936606884,
|
|
"step": 555,
|
|
"step_time": 379.7900834950851
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01979166828095913,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9383.0,
|
|
"completions/mean_length": 1361.2125244140625,
|
|
"completions/mean_terminated_length": 1186.7843017578125,
|
|
"completions/min_length": 49.0,
|
|
"completions/min_terminated_length": 49.0,
|
|
"entropy": 0.1252410002052784,
|
|
"epoch": 0.3711615487316422,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.7917430900529976e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1307661311.0,
|
|
"reward": 0.819071352481842,
|
|
"reward_std": 0.301696240901947,
|
|
"rewards/TRLRewardAdapter/mean": 0.819071352481842,
|
|
"rewards/TRLRewardAdapter/std": 0.301696240901947,
|
|
"sampling/importance_sampling_ratio/max": 2.1403579711914062,
|
|
"sampling/importance_sampling_ratio/mean": 0.15974298119544983,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.387245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.017600281164050102,
|
|
"step": 556,
|
|
"step_time": 213.3534155798843
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02187500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9866.0,
|
|
"completions/mean_length": 1854.478271484375,
|
|
"completions/mean_terminated_length": 1672.309814453125,
|
|
"completions/min_length": 35.0,
|
|
"completions/min_terminated_length": 35.0,
|
|
"entropy": 0.13721854984760284,
|
|
"epoch": 0.3718291054739653,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.0004243414304995071,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1309872106.0,
|
|
"reward": 0.7260686755180359,
|
|
"reward_std": 0.3694683909416199,
|
|
"rewards/TRLRewardAdapter/mean": 0.7260686159133911,
|
|
"rewards/TRLRewardAdapter/std": 0.3694683611392975,
|
|
"sampling/importance_sampling_ratio/max": 2.0583841800689697,
|
|
"sampling/importance_sampling_ratio/mean": 0.13823740184307098,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 28.539257049560547,
|
|
"sampling/sampling_logp_difference/mean": 0.018762096762657166,
|
|
"step": 557,
|
|
"step_time": 223.0522999019595
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05000000447034836,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9956.0,
|
|
"completions/mean_length": 2045.36474609375,
|
|
"completions/mean_terminated_length": 1626.6995849609375,
|
|
"completions/min_length": 40.0,
|
|
"completions/min_terminated_length": 40.0,
|
|
"entropy": 0.15015187859535217,
|
|
"epoch": 0.3724966622162884,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 4.3661384464765844e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1312307912.0,
|
|
"reward": 0.7163940668106079,
|
|
"reward_std": 0.3854575753211975,
|
|
"rewards/TRLRewardAdapter/mean": 0.7163940668106079,
|
|
"rewards/TRLRewardAdapter/std": 0.3854575455188751,
|
|
"sampling/importance_sampling_ratio/max": 1.6978610754013062,
|
|
"sampling/importance_sampling_ratio/mean": 0.1739652454853058,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 29.5,
|
|
"sampling/sampling_logp_difference/mean": 0.020102640613913536,
|
|
"step": 558,
|
|
"step_time": 302.2030205918709
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00937500037252903,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9867.0,
|
|
"completions/mean_length": 1113.284423828125,
|
|
"completions/mean_terminated_length": 1029.182861328125,
|
|
"completions/min_length": 41.0,
|
|
"completions/min_terminated_length": 41.0,
|
|
"entropy": 0.15136014173428217,
|
|
"epoch": 0.37316421895861146,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 4.099648604643822e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1313814265.0,
|
|
"reward": 0.7486979365348816,
|
|
"reward_std": 0.38022804260253906,
|
|
"rewards/TRLRewardAdapter/mean": 0.7486979365348816,
|
|
"rewards/TRLRewardAdapter/std": 0.38022804260253906,
|
|
"sampling/importance_sampling_ratio/max": 2.477893829345703,
|
|
"sampling/importance_sampling_ratio/mean": 0.20763841271400452,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.25,
|
|
"sampling/sampling_logp_difference/mean": 0.020737210288643837,
|
|
"step": 559,
|
|
"step_time": 244.00873681611847
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.08125000447034836,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9870.0,
|
|
"completions/mean_length": 2450.753173828125,
|
|
"completions/mean_terminated_length": 1783.1326904296875,
|
|
"completions/min_length": 98.0,
|
|
"completions/min_terminated_length": 98.0,
|
|
"entropy": 0.15011544773976007,
|
|
"epoch": 0.37383177570093457,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 3.662875310554416e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1316602092.0,
|
|
"reward": 0.609053373336792,
|
|
"reward_std": 0.42875611782073975,
|
|
"rewards/TRLRewardAdapter/mean": 0.609053373336792,
|
|
"rewards/TRLRewardAdapter/std": 0.42875611782073975,
|
|
"sampling/importance_sampling_ratio/max": 1.7480120658874512,
|
|
"sampling/importance_sampling_ratio/mean": 0.06992107629776001,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 35.806854248046875,
|
|
"sampling/sampling_logp_difference/mean": 0.020632412284612656,
|
|
"step": 560,
|
|
"step_time": 384.72755671688356
|
|
},
|
|
{
|
|
"epoch": 0.37383177570093457,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.021956521126887073,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8523.391304347826,
|
|
"eval_completions/mean_length": 868.0378019913384,
|
|
"eval_completions/mean_terminated_length": 663.1272383980129,
|
|
"eval_completions/min_length": 31.26086956521739,
|
|
"eval_completions/min_terminated_length": 31.26086956521739,
|
|
"eval_entropy": 0.1496596265098323,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1316602092.0,
|
|
"eval_reward": 0.577045933060024,
|
|
"eval_reward_std": 0.46883403347886127,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5770459434260493,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4688340477321459,
|
|
"eval_runtime": 1374.6372,
|
|
"eval_samples_per_second": 3.322,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.03576193685117,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.4645899365777555,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 7.035195469856262,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.02067676162266213,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 560
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06979166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9997.0,
|
|
"completions/mean_length": 2396.555419921875,
|
|
"completions/mean_terminated_length": 1826.0841064453125,
|
|
"completions/min_length": 70.0,
|
|
"completions/min_terminated_length": 70.0,
|
|
"entropy": 0.16457987328370413,
|
|
"epoch": 0.37449933244325767,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.8099854751733396e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1319328545.0,
|
|
"reward": 0.6628841757774353,
|
|
"reward_std": 0.40671154856681824,
|
|
"rewards/TRLRewardAdapter/mean": 0.6628841161727905,
|
|
"rewards/TRLRewardAdapter/std": 0.40671154856681824,
|
|
"sampling/importance_sampling_ratio/max": 1.3165245056152344,
|
|
"sampling/importance_sampling_ratio/mean": 0.1318296641111374,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 48.963584899902344,
|
|
"sampling/sampling_logp_difference/mean": 0.021936869248747826,
|
|
"step": 561,
|
|
"step_time": 365.09843726688996
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02916666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9375.0,
|
|
"completions/mean_length": 2197.796875,
|
|
"completions/mean_terminated_length": 1963.3958740234375,
|
|
"completions/min_length": 81.0,
|
|
"completions/min_terminated_length": 81.0,
|
|
"entropy": 0.15623395641644797,
|
|
"epoch": 0.3751668891855808,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 8.762229072294557e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1321880414.0,
|
|
"reward": 0.6704311370849609,
|
|
"reward_std": 0.390243798494339,
|
|
"rewards/TRLRewardAdapter/mean": 0.6704310774803162,
|
|
"rewards/TRLRewardAdapter/std": 0.3902438282966614,
|
|
"sampling/importance_sampling_ratio/max": 1.5883628129959106,
|
|
"sampling/importance_sampling_ratio/mean": 0.08935713768005371,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 37.25,
|
|
"sampling/sampling_logp_difference/mean": 0.02143513411283493,
|
|
"step": 562,
|
|
"step_time": 265.24981106002815
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04062500223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9964.0,
|
|
"completions/mean_length": 2020.540771484375,
|
|
"completions/mean_terminated_length": 1682.6483154296875,
|
|
"completions/min_length": 40.0,
|
|
"completions/min_terminated_length": 40.0,
|
|
"entropy": 0.15463079263766608,
|
|
"epoch": 0.3758344459279039,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 3.0192242947188956e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1324262373.0,
|
|
"reward": 0.720316469669342,
|
|
"reward_std": 0.3743928074836731,
|
|
"rewards/TRLRewardAdapter/mean": 0.720316469669342,
|
|
"rewards/TRLRewardAdapter/std": 0.3743927776813507,
|
|
"sampling/importance_sampling_ratio/max": 1.5779961347579956,
|
|
"sampling/importance_sampling_ratio/mean": 0.17765629291534424,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 28.931852340698242,
|
|
"sampling/sampling_logp_difference/mean": 0.021447723731398582,
|
|
"step": 563,
|
|
"step_time": 278.3674356510164
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01145833358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9438.0,
|
|
"completions/mean_length": 1222.39697265625,
|
|
"completions/mean_terminated_length": 1120.654296875,
|
|
"completions/min_length": 35.0,
|
|
"completions/min_terminated_length": 35.0,
|
|
"entropy": 0.1496423656741778,
|
|
"epoch": 0.376502002670227,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0001203694514832797,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1325875970.0,
|
|
"reward": 0.8035911917686462,
|
|
"reward_std": 0.3216959834098816,
|
|
"rewards/TRLRewardAdapter/mean": 0.8035911321640015,
|
|
"rewards/TRLRewardAdapter/std": 0.3216959834098816,
|
|
"sampling/importance_sampling_ratio/max": 2.8523550033569336,
|
|
"sampling/importance_sampling_ratio/mean": 0.16629667580127716,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.162906169891357,
|
|
"sampling/sampling_logp_difference/mean": 0.021039273589849472,
|
|
"step": 564,
|
|
"step_time": 199.3562791220611
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02916666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9500.0,
|
|
"completions/mean_length": 1334.956298828125,
|
|
"completions/mean_terminated_length": 1074.633056640625,
|
|
"completions/min_length": 61.0,
|
|
"completions/min_terminated_length": 61.0,
|
|
"entropy": 0.1587515026330948,
|
|
"epoch": 0.3771695594125501,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.0003006523385821003,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 1327562872.0,
|
|
"reward": 0.6910471320152283,
|
|
"reward_std": 0.4204474985599518,
|
|
"rewards/TRLRewardAdapter/mean": 0.6910470724105835,
|
|
"rewards/TRLRewardAdapter/std": 0.4204474985599518,
|
|
"sampling/importance_sampling_ratio/max": 2.0648014545440674,
|
|
"sampling/importance_sampling_ratio/mean": 0.16121485829353333,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.75,
|
|
"sampling/sampling_logp_difference/mean": 0.02174624241888523,
|
|
"step": 565,
|
|
"step_time": 314.4403955900343
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0010416667209938169,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9110.0,
|
|
"completions/mean_length": 1268.6458740234375,
|
|
"completions/mean_terminated_length": 1259.541259765625,
|
|
"completions/min_length": 29.0,
|
|
"completions/min_terminated_length": 29.0,
|
|
"entropy": 0.14157777031262717,
|
|
"epoch": 0.37783711615487314,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 0.0002977400639857651,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 1329222116.0,
|
|
"reward": 0.7674854397773743,
|
|
"reward_std": 0.3411841094493866,
|
|
"rewards/TRLRewardAdapter/mean": 0.7674854397773743,
|
|
"rewards/TRLRewardAdapter/std": 0.3411841094493866,
|
|
"sampling/importance_sampling_ratio/max": 2.6623871326446533,
|
|
"sampling/importance_sampling_ratio/mean": 0.19941474497318268,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 5.3068528175354,
|
|
"sampling/sampling_logp_difference/mean": 0.019594496116042137,
|
|
"step": 566,
|
|
"step_time": 89.9532415488502
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05104167014360428,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9894.0,
|
|
"completions/mean_length": 2059.05224609375,
|
|
"completions/mean_terminated_length": 1631.9320068359375,
|
|
"completions/min_length": 47.0,
|
|
"completions/min_terminated_length": 47.0,
|
|
"entropy": 0.18096043666203818,
|
|
"epoch": 0.37850467289719625,
|
|
"frac_reward_zero_std": 0.0,
|
|
"grad_norm": 2.0426490344064266e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1331722966.0,
|
|
"reward": 0.7507511377334595,
|
|
"reward_std": 0.3604431450366974,
|
|
"rewards/TRLRewardAdapter/mean": 0.7507511377334595,
|
|
"rewards/TRLRewardAdapter/std": 0.3604431450366974,
|
|
"sampling/importance_sampling_ratio/max": 1.9343281984329224,
|
|
"sampling/importance_sampling_ratio/mean": 0.10442008823156357,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.31532096862793,
|
|
"sampling/sampling_logp_difference/mean": 0.024099407717585564,
|
|
"step": 567,
|
|
"step_time": 386.8106847630115
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9770.0,
|
|
"completions/mean_length": 1615.0084228515625,
|
|
"completions/mean_terminated_length": 1481.9132080078125,
|
|
"completions/min_length": 34.0,
|
|
"completions/min_terminated_length": 34.0,
|
|
"entropy": 0.16457737733920416,
|
|
"epoch": 0.37917222963951935,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 1.399756722166816e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1333743710.0,
|
|
"reward": 0.6827651262283325,
|
|
"reward_std": 0.4049307107925415,
|
|
"rewards/TRLRewardAdapter/mean": 0.6827650666236877,
|
|
"rewards/TRLRewardAdapter/std": 0.4049307405948639,
|
|
"sampling/importance_sampling_ratio/max": 2.9449918270111084,
|
|
"sampling/importance_sampling_ratio/mean": 0.13999870419502258,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 11.5,
|
|
"sampling/sampling_logp_difference/mean": 0.022860810160636902,
|
|
"step": 568,
|
|
"step_time": 308.970461958088
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03437500074505806,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9918.0,
|
|
"completions/mean_length": 1226.4376220703125,
|
|
"completions/mean_terminated_length": 914.1099853515625,
|
|
"completions/min_length": 47.0,
|
|
"completions/min_terminated_length": 47.0,
|
|
"entropy": 0.15337036550045013,
|
|
"epoch": 0.37983978638184246,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.757765646417826e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1335333026.0,
|
|
"reward": 0.8113387227058411,
|
|
"reward_std": 0.34175950288772583,
|
|
"rewards/TRLRewardAdapter/mean": 0.8113386631011963,
|
|
"rewards/TRLRewardAdapter/std": 0.34175947308540344,
|
|
"sampling/importance_sampling_ratio/max": 2.4042763710021973,
|
|
"sampling/importance_sampling_ratio/mean": 0.17975442111492157,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 29.012245178222656,
|
|
"sampling/sampling_logp_difference/mean": 0.02172723226249218,
|
|
"step": 569,
|
|
"step_time": 383.5293450288009
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.10729166865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9921.0,
|
|
"completions/mean_length": 2345.98876953125,
|
|
"completions/mean_terminated_length": 1426.0782470703125,
|
|
"completions/min_length": 47.0,
|
|
"completions/min_terminated_length": 47.0,
|
|
"entropy": 0.16049070407946905,
|
|
"epoch": 0.38050734312416556,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 0.00010066173344596618,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1338018071.0,
|
|
"reward": 0.6382440328598022,
|
|
"reward_std": 0.4364596903324127,
|
|
"rewards/TRLRewardAdapter/mean": 0.6382439732551575,
|
|
"rewards/TRLRewardAdapter/std": 0.4364596903324127,
|
|
"sampling/importance_sampling_ratio/max": 2.135497570037842,
|
|
"sampling/importance_sampling_ratio/mean": 0.17206287384033203,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 34.2108039855957,
|
|
"sampling/sampling_logp_difference/mean": 0.02201642468571663,
|
|
"step": 570,
|
|
"step_time": 338.72723484714516
|
|
},
|
|
{
|
|
"epoch": 0.38050734312416556,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.019565216792018517,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8083.260869565217,
|
|
"eval_completions/mean_length": 855.2721557617188,
|
|
"eval_completions/mean_terminated_length": 672.7642875339674,
|
|
"eval_completions/min_length": 28.91304347826087,
|
|
"eval_completions/min_terminated_length": 28.91304347826087,
|
|
"eval_entropy": 0.14937320092450018,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1338018071.0,
|
|
"eval_reward": 0.5789999236231265,
|
|
"eval_reward_std": 0.46883673123691394,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.578999936580658,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.468836740307186,
|
|
"eval_runtime": 1375.9639,
|
|
"eval_samples_per_second": 3.318,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.9882370389026145,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.49030423423518305,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 5.114213865736256,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.020756071595394093,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 570
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.1041666716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9841.0,
|
|
"completions/mean_length": 2697.180419921875,
|
|
"completions/mean_terminated_length": 1848.01513671875,
|
|
"completions/min_length": 40.0,
|
|
"completions/min_terminated_length": 40.0,
|
|
"entropy": 0.1709949697057406,
|
|
"epoch": 0.38117489986648867,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 2.6933000088601484e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1341031908.0,
|
|
"reward": 0.6576182246208191,
|
|
"reward_std": 0.41281062364578247,
|
|
"rewards/TRLRewardAdapter/mean": 0.6576182246208191,
|
|
"rewards/TRLRewardAdapter/std": 0.41281065344810486,
|
|
"sampling/importance_sampling_ratio/max": 1.304757833480835,
|
|
"sampling/importance_sampling_ratio/mean": 0.14588211476802826,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 43.466941833496094,
|
|
"sampling/sampling_logp_difference/mean": 0.02327210083603859,
|
|
"step": 571,
|
|
"step_time": 392.4324764511548
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04062500223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9980.0,
|
|
"completions/mean_length": 1681.9229736328125,
|
|
"completions/mean_terminated_length": 1329.691650390625,
|
|
"completions/min_length": 38.0,
|
|
"completions/min_terminated_length": 38.0,
|
|
"entropy": 0.17178324609994888,
|
|
"epoch": 0.3818424566088118,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 1.942732807169173e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1343125722.0,
|
|
"reward": 0.7418578267097473,
|
|
"reward_std": 0.3936179280281067,
|
|
"rewards/TRLRewardAdapter/mean": 0.7418577671051025,
|
|
"rewards/TRLRewardAdapter/std": 0.3936178982257843,
|
|
"sampling/importance_sampling_ratio/max": 2.157419443130493,
|
|
"sampling/importance_sampling_ratio/mean": 0.18127994239330292,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.05488395690918,
|
|
"sampling/sampling_logp_difference/mean": 0.023603761568665504,
|
|
"step": 572,
|
|
"step_time": 290.6413403558545
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01979166828095913,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9329.0,
|
|
"completions/mean_length": 1438.3271484375,
|
|
"completions/mean_terminated_length": 1265.4559326171875,
|
|
"completions/min_length": 31.0,
|
|
"completions/min_terminated_length": 31.0,
|
|
"entropy": 0.1638483057419459,
|
|
"epoch": 0.3825100133511348,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.714841508450503e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1344915732.0,
|
|
"reward": 0.7047051191329956,
|
|
"reward_std": 0.4125956594944,
|
|
"rewards/TRLRewardAdapter/mean": 0.7047051191329956,
|
|
"rewards/TRLRewardAdapter/std": 0.41259562969207764,
|
|
"sampling/importance_sampling_ratio/max": 2.609915018081665,
|
|
"sampling/importance_sampling_ratio/mean": 0.20818400382995605,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 29.17110824584961,
|
|
"sampling/sampling_logp_difference/mean": 0.022897472605109215,
|
|
"step": 573,
|
|
"step_time": 294.3631983367959
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9976.0,
|
|
"completions/mean_length": 1525.1187744140625,
|
|
"completions/mean_terminated_length": 1289.2012939453125,
|
|
"completions/min_length": 47.0,
|
|
"completions/min_terminated_length": 47.0,
|
|
"entropy": 0.1430619756380717,
|
|
"epoch": 0.38317757009345793,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00031884313209341094,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1346770790.0,
|
|
"reward": 0.7781817317008972,
|
|
"reward_std": 0.36392727494239807,
|
|
"rewards/TRLRewardAdapter/mean": 0.7781817317008972,
|
|
"rewards/TRLRewardAdapter/std": 0.36392727494239807,
|
|
"sampling/importance_sampling_ratio/max": 2.1415505409240723,
|
|
"sampling/importance_sampling_ratio/mean": 0.24632516503334045,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.0,
|
|
"sampling/sampling_logp_difference/mean": 0.020191410556435585,
|
|
"step": 574,
|
|
"step_time": 269.03374385018833
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.00729166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9929.0,
|
|
"completions/mean_length": 1352.862548828125,
|
|
"completions/mean_terminated_length": 1289.3472900390625,
|
|
"completions/min_length": 41.0,
|
|
"completions/min_terminated_length": 41.0,
|
|
"entropy": 0.14411567648251852,
|
|
"epoch": 0.38384512683578104,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 2.3298767292206547e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1348564898.0,
|
|
"reward": 0.7772690057754517,
|
|
"reward_std": 0.35805848240852356,
|
|
"rewards/TRLRewardAdapter/mean": 0.7772690057754517,
|
|
"rewards/TRLRewardAdapter/std": 0.35805848240852356,
|
|
"sampling/importance_sampling_ratio/max": 2.2189412117004395,
|
|
"sampling/importance_sampling_ratio/mean": 0.20505771040916443,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 23.75,
|
|
"sampling/sampling_logp_difference/mean": 0.020676633343100548,
|
|
"step": 575,
|
|
"step_time": 252.76038141117897
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 8620.0,
|
|
"completions/mean_length": 1209.300048828125,
|
|
"completions/mean_terminated_length": 876.678955078125,
|
|
"completions/min_length": 37.0,
|
|
"completions/min_terminated_length": 37.0,
|
|
"entropy": 0.1399358262618383,
|
|
"epoch": 0.38451268357810414,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 3.595265089187545e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1350116066.0,
|
|
"reward": 0.8054818511009216,
|
|
"reward_std": 0.3349219858646393,
|
|
"rewards/TRLRewardAdapter/mean": 0.8054817914962769,
|
|
"rewards/TRLRewardAdapter/std": 0.3349219858646393,
|
|
"sampling/importance_sampling_ratio/max": 1.9606943130493164,
|
|
"sampling/importance_sampling_ratio/mean": 0.17543776333332062,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 59.0,
|
|
"sampling/sampling_logp_difference/mean": 0.0197818111628294,
|
|
"step": 576,
|
|
"step_time": 226.4863847978413
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04791666939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9957.0,
|
|
"completions/mean_length": 1920.8333740234375,
|
|
"completions/mean_terminated_length": 1514.2232666015625,
|
|
"completions/min_length": 40.0,
|
|
"completions/min_terminated_length": 40.0,
|
|
"entropy": 0.162629596889019,
|
|
"epoch": 0.38518024032042725,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 3.9829908627435514e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1352411874.0,
|
|
"reward": 0.728107213973999,
|
|
"reward_std": 0.37855517864227295,
|
|
"rewards/TRLRewardAdapter/mean": 0.728107213973999,
|
|
"rewards/TRLRewardAdapter/std": 0.37855517864227295,
|
|
"sampling/importance_sampling_ratio/max": 1.9420405626296997,
|
|
"sampling/importance_sampling_ratio/mean": 0.16834327578544617,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 50.612422943115234,
|
|
"sampling/sampling_logp_difference/mean": 0.02282695658504963,
|
|
"step": 577,
|
|
"step_time": 350.28503700206056
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9915.0,
|
|
"completions/mean_length": 1909.5782470703125,
|
|
"completions/mean_terminated_length": 1603.4541015625,
|
|
"completions/min_length": 30.0,
|
|
"completions/min_terminated_length": 30.0,
|
|
"entropy": 0.14723086853822073,
|
|
"epoch": 0.38584779706275035,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 1.326386354321238e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1354646765.0,
|
|
"reward": 0.7266812920570374,
|
|
"reward_std": 0.38734960556030273,
|
|
"rewards/TRLRewardAdapter/mean": 0.7266812920570374,
|
|
"rewards/TRLRewardAdapter/std": 0.38734960556030273,
|
|
"sampling/importance_sampling_ratio/max": 1.7782319784164429,
|
|
"sampling/importance_sampling_ratio/mean": 0.21519342064857483,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 9.887248039245605,
|
|
"sampling/sampling_logp_difference/mean": 0.020773520693182945,
|
|
"step": 578,
|
|
"step_time": 317.2008940981468
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.015625,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9650.0,
|
|
"completions/mean_length": 1501.9625244140625,
|
|
"completions/mean_terminated_length": 1367.072998046875,
|
|
"completions/min_length": 34.0,
|
|
"completions/min_terminated_length": 34.0,
|
|
"entropy": 0.15837512910366058,
|
|
"epoch": 0.38651535380507346,
|
|
"frac_reward_zero_std": 0.03333333507180214,
|
|
"grad_norm": 0.00029509145303870387,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1356556329.0,
|
|
"reward": 0.7253735065460205,
|
|
"reward_std": 0.3941391706466675,
|
|
"rewards/TRLRewardAdapter/mean": 0.7253734469413757,
|
|
"rewards/TRLRewardAdapter/std": 0.3941391408443451,
|
|
"sampling/importance_sampling_ratio/max": 2.4470040798187256,
|
|
"sampling/importance_sampling_ratio/mean": 0.22336483001708984,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 6.4375,
|
|
"sampling/sampling_logp_difference/mean": 0.02240585722029209,
|
|
"step": 579,
|
|
"step_time": 250.82884403283242
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06041666865348816,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9341.0,
|
|
"completions/mean_length": 1665.7646484375,
|
|
"completions/mean_terminated_length": 1129.8603515625,
|
|
"completions/min_length": 30.0,
|
|
"completions/min_terminated_length": 30.0,
|
|
"entropy": 0.12914156168699265,
|
|
"epoch": 0.3871829105473965,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.909847404593091e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1358652487.0,
|
|
"reward": 0.7763299345970154,
|
|
"reward_std": 0.3492048680782318,
|
|
"rewards/TRLRewardAdapter/mean": 0.7763298749923706,
|
|
"rewards/TRLRewardAdapter/std": 0.3492048680782318,
|
|
"sampling/importance_sampling_ratio/max": 2.545245409011841,
|
|
"sampling/importance_sampling_ratio/mean": 0.2472088634967804,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 28.125,
|
|
"sampling/sampling_logp_difference/mean": 0.019094431772828102,
|
|
"step": 580,
|
|
"step_time": 363.81320697499905
|
|
},
|
|
{
|
|
"epoch": 0.3871829105473965,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.02130434718792853,
|
|
"eval_completions/max_length": 10000.0,
|
|
"eval_completions/max_terminated_length": 8712.217391304348,
|
|
"eval_completions/mean_length": 826.7608456818954,
|
|
"eval_completions/mean_terminated_length": 626.853235659392,
|
|
"eval_completions/min_length": 28.652173913043477,
|
|
"eval_completions/min_terminated_length": 28.652173913043477,
|
|
"eval_entropy": 0.1464863886003909,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1358652487.0,
|
|
"eval_reward": 0.5799241221469381,
|
|
"eval_reward_std": 0.47049766519795294,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.579924137695976,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4704976690852124,
|
|
"eval_runtime": 1369.9659,
|
|
"eval_samples_per_second": 3.333,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.104938859524934,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.5093433584855951,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 12.048758698546369,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.020524917413359104,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 580
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04791666939854622,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9968.0,
|
|
"completions/mean_length": 1701.455322265625,
|
|
"completions/mean_terminated_length": 1283.80419921875,
|
|
"completions/min_length": 41.0,
|
|
"completions/min_terminated_length": 41.0,
|
|
"entropy": 0.16002057492733002,
|
|
"epoch": 0.3878504672897196,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.0003645333427035675,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 1360721564.0,
|
|
"reward": 0.7125982046127319,
|
|
"reward_std": 0.41270512342453003,
|
|
"rewards/TRLRewardAdapter/mean": 0.7125981450080872,
|
|
"rewards/TRLRewardAdapter/std": 0.41270512342453003,
|
|
"sampling/importance_sampling_ratio/max": 2.253051519393921,
|
|
"sampling/importance_sampling_ratio/mean": 0.18203027546405792,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 17.625,
|
|
"sampling/sampling_logp_difference/mean": 0.02277790568768978,
|
|
"step": 581,
|
|
"step_time": 316.8643878180301
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.08750000596046448,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9802.0,
|
|
"completions/mean_length": 2304.135498046875,
|
|
"completions/mean_terminated_length": 1566.17578125,
|
|
"completions/min_length": 39.0,
|
|
"completions/min_terminated_length": 39.0,
|
|
"entropy": 0.14409683893124262,
|
|
"epoch": 0.3885180240320427,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 4.676918871057567e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1363336510.0,
|
|
"reward": 0.692875325679779,
|
|
"reward_std": 0.40463122725486755,
|
|
"rewards/TRLRewardAdapter/mean": 0.6928752660751343,
|
|
"rewards/TRLRewardAdapter/std": 0.40463122725486755,
|
|
"sampling/importance_sampling_ratio/max": 2.0852112770080566,
|
|
"sampling/importance_sampling_ratio/mean": 0.1629120111465454,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 47.5,
|
|
"sampling/sampling_logp_difference/mean": 0.020440509542822838,
|
|
"step": 582,
|
|
"step_time": 337.00779427215457
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.06458333879709244,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9779.0,
|
|
"completions/mean_length": 2678.640869140625,
|
|
"completions/mean_terminated_length": 2173.156982421875,
|
|
"completions/min_length": 50.0,
|
|
"completions/min_terminated_length": 50.0,
|
|
"entropy": 0.17054496457179388,
|
|
"epoch": 0.3891855807743658,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0007106393887099103,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1366375685.0,
|
|
"reward": 0.5870211124420166,
|
|
"reward_std": 0.42860010266304016,
|
|
"rewards/TRLRewardAdapter/mean": 0.5870210528373718,
|
|
"rewards/TRLRewardAdapter/std": 0.4286000728607178,
|
|
"sampling/importance_sampling_ratio/max": 1.6434991359710693,
|
|
"sampling/importance_sampling_ratio/mean": 0.14081494510173798,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 65.0,
|
|
"sampling/sampling_logp_difference/mean": 0.02349480614066124,
|
|
"step": 583,
|
|
"step_time": 285.98574150691275
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07708333432674408,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9974.0,
|
|
"completions/mean_length": 2535.33251953125,
|
|
"completions/mean_terminated_length": 1911.87255859375,
|
|
"completions/min_length": 41.0,
|
|
"completions/min_terminated_length": 41.0,
|
|
"entropy": 0.15997222065925598,
|
|
"epoch": 0.38985313751668893,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 7.572251459035409e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1369219012.0,
|
|
"reward": 0.6584241390228271,
|
|
"reward_std": 0.4132910966873169,
|
|
"rewards/TRLRewardAdapter/mean": 0.6584241390228271,
|
|
"rewards/TRLRewardAdapter/std": 0.4132910668849945,
|
|
"sampling/importance_sampling_ratio/max": 2.226548910140991,
|
|
"sampling/importance_sampling_ratio/mean": 0.17484894394874573,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 32.0,
|
|
"sampling/sampling_logp_difference/mean": 0.02220935933291912,
|
|
"step": 584,
|
|
"step_time": 394.13456944806967
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.07083334028720856,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9992.0,
|
|
"completions/mean_length": 1662.6708984375,
|
|
"completions/mean_terminated_length": 1027.0897216796875,
|
|
"completions/min_length": 29.0,
|
|
"completions/min_terminated_length": 29.0,
|
|
"entropy": 0.17047365506490073,
|
|
"epoch": 0.39052069425901204,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 5.181751853438204e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1371223112.0,
|
|
"reward": 0.7367725968360901,
|
|
"reward_std": 0.38783130049705505,
|
|
"rewards/TRLRewardAdapter/mean": 0.7367725372314453,
|
|
"rewards/TRLRewardAdapter/std": 0.38783130049705505,
|
|
"sampling/importance_sampling_ratio/max": 1.8392119407653809,
|
|
"sampling/importance_sampling_ratio/mean": 0.19695711135864258,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 48.5,
|
|
"sampling/sampling_logp_difference/mean": 0.02325606346130371,
|
|
"step": 585,
|
|
"step_time": 380.2081052970607
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04062500223517418,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9071.0,
|
|
"completions/mean_length": 1449.1917724609375,
|
|
"completions/mean_terminated_length": 1087.1053466796875,
|
|
"completions/min_length": 29.0,
|
|
"completions/min_terminated_length": 29.0,
|
|
"entropy": 0.14232054352760315,
|
|
"epoch": 0.39118825100133514,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.0002603090317311224,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1373056992.0,
|
|
"reward": 0.7553271651268005,
|
|
"reward_std": 0.3881354033946991,
|
|
"rewards/TRLRewardAdapter/mean": 0.7553271055221558,
|
|
"rewards/TRLRewardAdapter/std": 0.3881354033946991,
|
|
"sampling/importance_sampling_ratio/max": 2.9608993530273438,
|
|
"sampling/importance_sampling_ratio/mean": 0.1935717761516571,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 23.88724708557129,
|
|
"sampling/sampling_logp_difference/mean": 0.020354032516479492,
|
|
"step": 586,
|
|
"step_time": 391.79384384898003
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.08750000596046448,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9945.0,
|
|
"completions/mean_length": 2243.674072265625,
|
|
"completions/mean_terminated_length": 1499.9166259765625,
|
|
"completions/min_length": 45.0,
|
|
"completions/min_terminated_length": 45.0,
|
|
"entropy": 0.16705949107805887,
|
|
"epoch": 0.3918558077436582,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 9.923268843706311e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1375656135.0,
|
|
"reward": 0.6610710620880127,
|
|
"reward_std": 0.4263043701648712,
|
|
"rewards/TRLRewardAdapter/mean": 0.6610710024833679,
|
|
"rewards/TRLRewardAdapter/std": 0.4263043701648712,
|
|
"sampling/importance_sampling_ratio/max": 2.056272506713867,
|
|
"sampling/importance_sampling_ratio/mean": 0.11332857608795166,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 34.71015167236328,
|
|
"sampling/sampling_logp_difference/mean": 0.022627322003245354,
|
|
"step": 587,
|
|
"step_time": 367.50078433193266
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03854166716337204,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9606.0,
|
|
"completions/mean_length": 1884.4365234375,
|
|
"completions/mean_terminated_length": 1559.1104736328125,
|
|
"completions/min_length": 30.0,
|
|
"completions/min_terminated_length": 30.0,
|
|
"entropy": 0.15695008635520935,
|
|
"epoch": 0.3925233644859813,
|
|
"frac_reward_zero_std": 0.1666666716337204,
|
|
"grad_norm": 0.00016756886008514508,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1377940618.0,
|
|
"reward": 0.5846682786941528,
|
|
"reward_std": 0.4541855454444885,
|
|
"rewards/TRLRewardAdapter/mean": 0.5846682190895081,
|
|
"rewards/TRLRewardAdapter/std": 0.4541855454444885,
|
|
"sampling/importance_sampling_ratio/max": 2.5590522289276123,
|
|
"sampling/importance_sampling_ratio/mean": 0.1603311151266098,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 28.0,
|
|
"sampling/sampling_logp_difference/mean": 0.02192249707877636,
|
|
"step": 588,
|
|
"step_time": 323.68802904803306
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.04375000298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9820.0,
|
|
"completions/mean_length": 2852.047119140625,
|
|
"completions/mean_terminated_length": 2525.016357421875,
|
|
"completions/min_length": 26.0,
|
|
"completions/min_terminated_length": 26.0,
|
|
"entropy": 0.1636831909418106,
|
|
"epoch": 0.3931909212283044,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 6.779209466076819e-06,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1381176375.0,
|
|
"reward": 0.576002836227417,
|
|
"reward_std": 0.44899678230285645,
|
|
"rewards/TRLRewardAdapter/mean": 0.576002836227417,
|
|
"rewards/TRLRewardAdapter/std": 0.44899678230285645,
|
|
"sampling/importance_sampling_ratio/max": 2.000391721725464,
|
|
"sampling/importance_sampling_ratio/mean": 0.20237717032432556,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 21.373071670532227,
|
|
"sampling/sampling_logp_difference/mean": 0.022895798087120056,
|
|
"step": 589,
|
|
"step_time": 333.39080166397616
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05312500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9373.0,
|
|
"completions/mean_length": 1294.03857421875,
|
|
"completions/mean_terminated_length": 805.5852661132812,
|
|
"completions/min_length": 30.0,
|
|
"completions/min_terminated_length": 30.0,
|
|
"entropy": 0.12930850187937418,
|
|
"epoch": 0.3938584779706275,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.00021296020818957674,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0034,
|
|
"num_tokens": 1382851900.0,
|
|
"reward": 0.7598354816436768,
|
|
"reward_std": 0.3917582035064697,
|
|
"rewards/TRLRewardAdapter/mean": 0.759835422039032,
|
|
"rewards/TRLRewardAdapter/std": 0.39175817370414734,
|
|
"sampling/importance_sampling_ratio/max": 2.3135509490966797,
|
|
"sampling/importance_sampling_ratio/mean": 0.3108346462249756,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 7.5,
|
|
"sampling/sampling_logp_difference/mean": 0.01863671839237213,
|
|
"step": 590,
|
|
"step_time": 284.7445003800094
|
|
},
|
|
{
|
|
"epoch": 0.3938584779706275,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.019347825492529766,
|
|
"eval_completions/max_length": 9985.0,
|
|
"eval_completions/max_terminated_length": 8420.08695652174,
|
|
"eval_completions/mean_length": 753.6056332795516,
|
|
"eval_completions/mean_terminated_length": 571.1733504585598,
|
|
"eval_completions/min_length": 21.043478260869566,
|
|
"eval_completions/min_terminated_length": 21.043478260869566,
|
|
"eval_entropy": 0.14849389830361243,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1382851900.0,
|
|
"eval_reward": 0.577099700336871,
|
|
"eval_reward_std": 0.4744553099507871,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5770997158859087,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4744553164295528,
|
|
"eval_runtime": 1366.5893,
|
|
"eval_samples_per_second": 3.341,
|
|
"eval_sampling/importance_sampling_ratio/max": 2.1062948392785112,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.5338882778001868,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 4.9538179065870205,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.020978268073952717,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 590
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02812500111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9524.0,
|
|
"completions/mean_length": 1476.345947265625,
|
|
"completions/mean_terminated_length": 1229.6805419921875,
|
|
"completions/min_length": 51.0,
|
|
"completions/min_terminated_length": 51.0,
|
|
"entropy": 0.14111079027255377,
|
|
"epoch": 0.3945260347129506,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0004021007385071464,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0002,
|
|
"num_tokens": 1384747176.0,
|
|
"reward": 0.7336202263832092,
|
|
"reward_std": 0.39775317907333374,
|
|
"rewards/TRLRewardAdapter/mean": 0.7336202263832092,
|
|
"rewards/TRLRewardAdapter/std": 0.39775314927101135,
|
|
"sampling/importance_sampling_ratio/max": 2.3014702796936035,
|
|
"sampling/importance_sampling_ratio/mean": 0.20838835835456848,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 32.5,
|
|
"sampling/sampling_logp_difference/mean": 0.019590046256780624,
|
|
"step": 591,
|
|
"step_time": 267.318884575041
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05937500298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9913.0,
|
|
"completions/mean_length": 2230.25732421875,
|
|
"completions/mean_terminated_length": 1739.8084716796875,
|
|
"completions/min_length": 35.0,
|
|
"completions/min_terminated_length": 35.0,
|
|
"entropy": 0.1658633897701899,
|
|
"epoch": 0.3951935914552737,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.00023671849502533246,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1387334015.0,
|
|
"reward": 0.6365171670913696,
|
|
"reward_std": 0.42973122000694275,
|
|
"rewards/TRLRewardAdapter/mean": 0.6365171670913696,
|
|
"rewards/TRLRewardAdapter/std": 0.42973119020462036,
|
|
"sampling/importance_sampling_ratio/max": 1.4882545471191406,
|
|
"sampling/importance_sampling_ratio/mean": 0.12827172875404358,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 19.5,
|
|
"sampling/sampling_logp_difference/mean": 0.02250560186803341,
|
|
"step": 592,
|
|
"step_time": 403.9395955960499
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02395833469927311,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9976.0,
|
|
"completions/mean_length": 1343.010498046875,
|
|
"completions/mean_terminated_length": 1130.51220703125,
|
|
"completions/min_length": 24.0,
|
|
"completions/min_terminated_length": 24.0,
|
|
"entropy": 0.1595576455195745,
|
|
"epoch": 0.39586114819759677,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.00026588890378468943,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1389006025.0,
|
|
"reward": 0.6821211576461792,
|
|
"reward_std": 0.43477556109428406,
|
|
"rewards/TRLRewardAdapter/mean": 0.6821211576461792,
|
|
"rewards/TRLRewardAdapter/std": 0.43477556109428406,
|
|
"sampling/importance_sampling_ratio/max": 1.7670725584030151,
|
|
"sampling/importance_sampling_ratio/mean": 0.27480119466781616,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 36.60660171508789,
|
|
"sampling/sampling_logp_difference/mean": 0.022981110960245132,
|
|
"step": 593,
|
|
"step_time": 288.1138937351061
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.0364583358168602,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9821.0,
|
|
"completions/mean_length": 1281.471923828125,
|
|
"completions/mean_terminated_length": 951.5816650390625,
|
|
"completions/min_length": 15.0,
|
|
"completions/min_terminated_length": 15.0,
|
|
"entropy": 0.14328760405381522,
|
|
"epoch": 0.3965287049399199,
|
|
"frac_reward_zero_std": 0.06666667014360428,
|
|
"grad_norm": 0.0007163435442271228,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1390612558.0,
|
|
"reward": 0.7129787802696228,
|
|
"reward_std": 0.4149150848388672,
|
|
"rewards/TRLRewardAdapter/mean": 0.712978720664978,
|
|
"rewards/TRLRewardAdapter/std": 0.4149150252342224,
|
|
"sampling/importance_sampling_ratio/max": 2.1457245349884033,
|
|
"sampling/importance_sampling_ratio/mean": 0.24476878345012665,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 22.13724708557129,
|
|
"sampling/sampling_logp_difference/mean": 0.020732615143060684,
|
|
"step": 594,
|
|
"step_time": 316.1868372291792
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.03125,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9721.0,
|
|
"completions/mean_length": 1497.6375732421875,
|
|
"completions/mean_terminated_length": 1223.3677978515625,
|
|
"completions/min_length": 22.0,
|
|
"completions/min_terminated_length": 22.0,
|
|
"entropy": 0.13133839766184488,
|
|
"epoch": 0.397196261682243,
|
|
"frac_reward_zero_std": 0.20000001788139343,
|
|
"grad_norm": 0.00024202629985546376,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0,
|
|
"num_tokens": 1392485170.0,
|
|
"reward": 0.7600169777870178,
|
|
"reward_std": 0.40033194422721863,
|
|
"rewards/TRLRewardAdapter/mean": 0.7600169777870178,
|
|
"rewards/TRLRewardAdapter/std": 0.400331974029541,
|
|
"sampling/importance_sampling_ratio/max": 2.2191355228424072,
|
|
"sampling/importance_sampling_ratio/mean": 0.2856569290161133,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 52.194156646728516,
|
|
"sampling/sampling_logp_difference/mean": 0.01954265497624874,
|
|
"step": 595,
|
|
"step_time": 288.1600417611189
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.02708333544433117,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9928.0,
|
|
"completions/mean_length": 1721.8333740234375,
|
|
"completions/mean_terminated_length": 1491.391845703125,
|
|
"completions/min_length": 26.0,
|
|
"completions/min_terminated_length": 26.0,
|
|
"entropy": 0.12919090067346892,
|
|
"epoch": 0.3978638184245661,
|
|
"frac_reward_zero_std": 0.20000001788139343,
|
|
"grad_norm": 0.00037006759999412103,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 1394582546.0,
|
|
"reward": 0.6623679399490356,
|
|
"reward_std": 0.4387233853340149,
|
|
"rewards/TRLRewardAdapter/mean": 0.6623678803443909,
|
|
"rewards/TRLRewardAdapter/std": 0.4387233853340149,
|
|
"sampling/importance_sampling_ratio/max": 2.2604827880859375,
|
|
"sampling/importance_sampling_ratio/mean": 0.3100354075431824,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 19.0,
|
|
"sampling/sampling_logp_difference/mean": 0.019559035077691078,
|
|
"step": 596,
|
|
"step_time": 297.0463792128721
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01770833507180214,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9444.0,
|
|
"completions/mean_length": 1910.3834228515625,
|
|
"completions/mean_terminated_length": 1764.5472412109375,
|
|
"completions/min_length": 26.0,
|
|
"completions/min_terminated_length": 26.0,
|
|
"entropy": 0.1637455721696218,
|
|
"epoch": 0.3985313751668892,
|
|
"frac_reward_zero_std": 0.13333334028720856,
|
|
"grad_norm": 0.00045136339727094686,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0001,
|
|
"num_tokens": 1396926018.0,
|
|
"reward": 0.6118760108947754,
|
|
"reward_std": 0.4512173533439636,
|
|
"rewards/TRLRewardAdapter/mean": 0.6118759512901306,
|
|
"rewards/TRLRewardAdapter/std": 0.45121732354164124,
|
|
"sampling/importance_sampling_ratio/max": 1.4498364925384521,
|
|
"sampling/importance_sampling_ratio/mean": 0.1588914692401886,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 13.0,
|
|
"sampling/sampling_logp_difference/mean": 0.022702975198626518,
|
|
"step": 597,
|
|
"step_time": 253.1290158709744
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.01250000111758709,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9949.0,
|
|
"completions/mean_length": 1329.018798828125,
|
|
"completions/mean_terminated_length": 1219.2593994140625,
|
|
"completions/min_length": 26.0,
|
|
"completions/min_terminated_length": 26.0,
|
|
"entropy": 0.13784814874331155,
|
|
"epoch": 0.3991989319092123,
|
|
"frac_reward_zero_std": 0.10000000894069672,
|
|
"grad_norm": 0.0005510918960605673,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0002,
|
|
"num_tokens": 1398640404.0,
|
|
"reward": 0.6691594123840332,
|
|
"reward_std": 0.43661099672317505,
|
|
"rewards/TRLRewardAdapter/mean": 0.6691593527793884,
|
|
"rewards/TRLRewardAdapter/std": 0.43661099672317505,
|
|
"sampling/importance_sampling_ratio/max": 2.0003139972686768,
|
|
"sampling/importance_sampling_ratio/mean": 0.26237064599990845,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.756869316101074,
|
|
"sampling/sampling_logp_difference/mean": 0.020248621702194214,
|
|
"step": 598,
|
|
"step_time": 198.79380327113904
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.05937500298023224,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9977.0,
|
|
"completions/mean_length": 2245.36376953125,
|
|
"completions/mean_terminated_length": 1755.8682861328125,
|
|
"completions/min_length": 26.0,
|
|
"completions/min_terminated_length": 26.0,
|
|
"entropy": 0.14850561072429022,
|
|
"epoch": 0.3998664886515354,
|
|
"frac_reward_zero_std": 0.30000001192092896,
|
|
"grad_norm": 0.0004375925776481509,
|
|
"learning_rate": 5e-06,
|
|
"loss": 0.0001,
|
|
"num_tokens": 1401386033.0,
|
|
"reward": 0.5673505663871765,
|
|
"reward_std": 0.45688796043395996,
|
|
"rewards/TRLRewardAdapter/mean": 0.5673505067825317,
|
|
"rewards/TRLRewardAdapter/std": 0.45688796043395996,
|
|
"sampling/importance_sampling_ratio/max": 2.229168653488159,
|
|
"sampling/importance_sampling_ratio/mean": 0.17875085771083832,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 12.25,
|
|
"sampling/sampling_logp_difference/mean": 0.02028873935341835,
|
|
"step": 599,
|
|
"step_time": 347.1967393888626
|
|
},
|
|
{
|
|
"clip_ratio/high_max": 0.0,
|
|
"clip_ratio/high_mean": 0.0,
|
|
"clip_ratio/low_mean": 0.0,
|
|
"clip_ratio/low_min": 0.0,
|
|
"clip_ratio/region_mean": 0.0,
|
|
"completions/clipped_ratio": 0.08437500149011612,
|
|
"completions/max_length": 10000.0,
|
|
"completions/max_terminated_length": 9988.0,
|
|
"completions/mean_length": 2598.675048828125,
|
|
"completions/mean_terminated_length": 1916.6416015625,
|
|
"completions/min_length": 26.0,
|
|
"completions/min_terminated_length": 26.0,
|
|
"entropy": 0.15244260678688684,
|
|
"epoch": 0.40053404539385845,
|
|
"frac_reward_zero_std": 0.20000001788139343,
|
|
"grad_norm": 2.156179940511417e-05,
|
|
"learning_rate": 5e-06,
|
|
"loss": -0.0,
|
|
"num_tokens": 1404349465.0,
|
|
"reward": 0.5769863724708557,
|
|
"reward_std": 0.451263427734375,
|
|
"rewards/TRLRewardAdapter/mean": 0.5769863128662109,
|
|
"rewards/TRLRewardAdapter/std": 0.451263427734375,
|
|
"sampling/importance_sampling_ratio/max": 2.1790881156921387,
|
|
"sampling/importance_sampling_ratio/mean": 0.19286100566387177,
|
|
"sampling/importance_sampling_ratio/min": 0.0,
|
|
"sampling/sampling_logp_difference/max": 39.969566345214844,
|
|
"sampling/sampling_logp_difference/mean": 0.021987024694681168,
|
|
"step": 600,
|
|
"step_time": 392.1271449038759
|
|
},
|
|
{
|
|
"epoch": 0.40053404539385845,
|
|
"eval_clip_ratio/high_max": 0.0,
|
|
"eval_clip_ratio/high_mean": 0.0,
|
|
"eval_clip_ratio/low_mean": 0.0,
|
|
"eval_clip_ratio/low_min": 0.0,
|
|
"eval_clip_ratio/region_mean": 0.0,
|
|
"eval_completions/clipped_ratio": 0.017608695137112038,
|
|
"eval_completions/max_length": 9967.173913043478,
|
|
"eval_completions/max_terminated_length": 8407.91304347826,
|
|
"eval_completions/mean_length": 775.5382371985394,
|
|
"eval_completions/mean_terminated_length": 610.5376971700917,
|
|
"eval_completions/min_length": 20.26086956521739,
|
|
"eval_completions/min_terminated_length": 20.26086956521739,
|
|
"eval_entropy": 0.14455284048681674,
|
|
"eval_frac_reward_zero_std": 1.0,
|
|
"eval_loss": 0.0,
|
|
"eval_num_tokens": 1404349465.0,
|
|
"eval_reward": 0.588189581166143,
|
|
"eval_reward_std": 0.4705213956210924,
|
|
"eval_rewards/TRLRewardAdapter/mean": 0.5881895889406619,
|
|
"eval_rewards/TRLRewardAdapter/std": 0.4705213930295861,
|
|
"eval_runtime": 1362.8238,
|
|
"eval_samples_per_second": 3.35,
|
|
"eval_sampling/importance_sampling_ratio/max": 1.9258847599444182,
|
|
"eval_sampling/importance_sampling_ratio/mean": 0.5319232513075289,
|
|
"eval_sampling/importance_sampling_ratio/min": 0.0,
|
|
"eval_sampling/sampling_logp_difference/max": 6.4922278549360195,
|
|
"eval_sampling/sampling_logp_difference/mean": 0.02074409292443939,
|
|
"eval_steps_per_second": 0.017,
|
|
"step": 600
|
|
}
|
|
],
|
|
"logging_steps": 1.0,
|
|
"max_steps": 1498,
|
|
"num_input_tokens_seen": 1404349465,
|
|
"num_train_epochs": 1,
|
|
"save_steps": 50,
|
|
"stateful_callbacks": {
|
|
"TrainerControl": {
|
|
"args": {
|
|
"should_epoch_stop": false,
|
|
"should_evaluate": false,
|
|
"should_log": false,
|
|
"should_save": true,
|
|
"should_training_stop": false
|
|
},
|
|
"attributes": {}
|
|
}
|
|
},
|
|
"total_flos": 0.0,
|
|
"train_batch_size": 4,
|
|
"trial_name": null,
|
|
"trial_params": null
|
|
}
|