{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 0.975609756097561, "eval_steps": 500, "global_step": 20, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 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": 4.0, "completions/max_terminated_length": 4.0, "completions/mean_length": 4.0, "completions/mean_terminated_length": 4.0, "completions/min_length": 4.0, "completions/min_terminated_length": 4.0, "epoch": 0.0975609756097561, "frac_reward_zero_std": 0.75, "grad_norm": 0.0, "kl": 0.0, "learning_rate": 5e-07, "loss": -0.0, "num_tokens": 2080.0, "reward": 2.107478141784668, "reward_std": 0.7532989382743835, "rewards/concensus_correctness_reward_func/mean": 0.8445000648498535, "rewards/concensus_correctness_reward_func/std": 0.5630000233650208, "rewards/consensus_reward_func/mean": 1.25, "rewards/consensus_reward_func/std": 1.0773502588272095, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.012978244572877884, "rewards/question_recreation_reward_func/std": 0.004188001621514559, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 2 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 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": 4.0, "completions/max_terminated_length": 4.0, "completions/mean_length": 3.5, "completions/mean_terminated_length": 3.5, "completions/min_length": 3.0, "completions/min_terminated_length": 3.0, "epoch": 0.1951219512195122, "frac_reward_zero_std": 0.75, "grad_norm": 3.73433053368899e-08, "kl": 0.000426415354013443, "learning_rate": 4.864543104251586e-07, "loss": 0.0, "num_tokens": 4156.0, "reward": 1.6496462225914001, "reward_std": 0.5526039600372314, "rewards/concensus_correctness_reward_func/mean": 1.140749990940094, "rewards/concensus_correctness_reward_func/std": 1.647525429725647, "rewards/consensus_reward_func/mean": 0.5, "rewards/consensus_reward_func/std": 0.5773502588272095, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.008896212559193373, "rewards/question_recreation_reward_func/std": 0.0068460507318377495, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 4 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 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": 4.0, "completions/max_terminated_length": 4.0, "completions/mean_length": 3.5, "completions/mean_terminated_length": 3.5, "completions/min_length": 3.0, "completions/min_terminated_length": 3.0, "epoch": 0.2926829268292683, "frac_reward_zero_std": 1.0, "grad_norm": 6.071777391980504e-08, "kl": 2.3096799850463867e-06, "learning_rate": 4.472851273490984e-07, "loss": 0.0, "num_tokens": 6232.0, "reward": 1.2626911401748657, "reward_std": 0.0, "rewards/concensus_correctness_reward_func/mean": 0.7299999892711639, "rewards/concensus_correctness_reward_func/std": 0.8429313898086548, "rewards/consensus_reward_func/mean": 0.5, "rewards/consensus_reward_func/std": 0.5773502588272095, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.03269112668931484, "rewards/question_recreation_reward_func/std": 0.0033300668001174927, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 6 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 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": 42.0, "completions/max_terminated_length": 42.0, "completions/mean_length": 20.5, "completions/mean_terminated_length": 20.5, "completions/min_length": 4.0, "completions/min_terminated_length": 4.0, "epoch": 0.3902439024390244, "frac_reward_zero_std": 0.75, "grad_norm": 0.0034936980810016394, "kl": 0.09646054328186437, "learning_rate": 3.867370395306068e-07, "loss": 0.0001, "num_tokens": 8444.0, "reward": 4.392500638961792, "reward_std": 0.011391956359148026, "rewards/concensus_correctness_reward_func/mean": 2.6324999928474426, "rewards/concensus_correctness_reward_func/std": 0.7765360977500677, "rewards/consensus_reward_func/mean": 1.5, "rewards/consensus_reward_func/std": 0.5773502588272095, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.011250502662733197, "rewards/question_recreation_reward_func/std": 0.00992788770236075, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.2487500011920929, "rewards/xmlcount_reward_func/std": 0.28787195682525635, "step": 8 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 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": 4.0, "completions/max_terminated_length": 4.0, "completions/mean_length": 4.0, "completions/mean_terminated_length": 4.0, "completions/min_length": 4.0, "completions/min_terminated_length": 4.0, "epoch": 0.4878048780487805, "frac_reward_zero_std": 1.0, "grad_norm": 3.545432392115799e-08, "kl": 0.010027587413787842, "learning_rate": 3.1137137178519977e-07, "loss": 0.0, "num_tokens": 10524.0, "reward": 2.497630000114441, "reward_std": 0.0, "rewards/concensus_correctness_reward_func/mean": 0.9599999785423279, "rewards/concensus_correctness_reward_func/std": 0.0, "rewards/consensus_reward_func/mean": 1.5, "rewards/consensus_reward_func/std": 0.5773502588272095, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.03762998804450035, "rewards/question_recreation_reward_func/std": 0.0033961788285523653, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "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": 0.0, "completions/max_length": 4.0, "completions/max_terminated_length": 4.0, "completions/mean_length": 4.0, "completions/mean_terminated_length": 4.0, "completions/min_length": 4.0, "completions/min_terminated_length": 4.0, "epoch": 0.5853658536585366, "frac_reward_zero_std": 1.0, "grad_norm": 5.641782152565611e-09, "kl": 0.04576372355222702, "learning_rate": 2.2935516363191693e-07, "loss": 0.0, "num_tokens": 12604.0, "reward": 4.48307740688324, "reward_std": 0.0, "rewards/concensus_correctness_reward_func/mean": 2.940999984741211, "rewards/concensus_correctness_reward_func/std": 1.1304517984390259, "rewards/consensus_reward_func/mean": 1.5, "rewards/consensus_reward_func/std": 0.5773502588272095, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.04207756486721337, "rewards/question_recreation_reward_func/std": 0.0, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 12 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 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": 4.5, "completions/max_terminated_length": 4.5, "completions/mean_length": 4.125, "completions/mean_terminated_length": 4.125, "completions/min_length": 4.0, "completions/min_terminated_length": 4.0, "epoch": 0.6829268292682927, "frac_reward_zero_std": 0.75, "grad_norm": 223.39295959472656, "kl": 0.20429373532533646, "learning_rate": 1.4957614383675767e-07, "loss": 0.0002, "num_tokens": 14685.0, "reward": 1.2401338815689087, "reward_std": 0.34923410415649414, "rewards/concensus_correctness_reward_func/mean": 0.4790000021457672, "rewards/concensus_correctness_reward_func/std": 0.5531015992164612, "rewards/consensus_reward_func/mean": 0.75, "rewards/consensus_reward_func/std": 1.0773502588272095, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.011133914813399315, "rewards/question_recreation_reward_func/std": 0.005399489309638739, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 14 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 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": 4.0, "completions/max_terminated_length": 4.0, "completions/mean_length": 4.0, "completions/mean_terminated_length": 4.0, "completions/min_length": 4.0, "completions/min_terminated_length": 4.0, "epoch": 0.7804878048780488, "frac_reward_zero_std": 1.0, "grad_norm": 0.00020408314594533294, "kl": 0.20127877593040466, "learning_rate": 8.067960709356478e-08, "loss": 0.0002, "num_tokens": 16765.0, "reward": 3.500740647315979, "reward_std": 0.0, "rewards/concensus_correctness_reward_func/mean": 1.9600000381469727, "rewards/concensus_correctness_reward_func/std": 0.0, "rewards/consensus_reward_func/mean": 1.5, "rewards/consensus_reward_func/std": 0.5773502588272095, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.04074074048548937, "rewards/question_recreation_reward_func/std": 0.0, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 16 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 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": 4.0, "completions/max_terminated_length": 4.0, "completions/mean_length": 4.0, "completions/mean_terminated_length": 4.0, "completions/min_length": 4.0, "completions/min_terminated_length": 4.0, "epoch": 0.8780487804878049, "frac_reward_zero_std": 1.0, "grad_norm": 7.515780886535595e-09, "kl": 0.0, "learning_rate": 3.013156219837776e-08, "loss": 0.0, "num_tokens": 18845.0, "reward": 3.4462019205093384, "reward_std": 0.0, "rewards/concensus_correctness_reward_func/mean": 1.9130000472068787, "rewards/concensus_correctness_reward_func/std": 0.0519615113735199, "rewards/consensus_reward_func/mean": 1.5, "rewards/consensus_reward_func/std": 0.5773502588272095, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.03320199949666858, "rewards/question_recreation_reward_func/std": 0.0, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 18 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 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": 4.0, "completions/max_terminated_length": 4.0, "completions/mean_length": 4.0, "completions/mean_terminated_length": 4.0, "completions/min_length": 4.0, "completions/min_terminated_length": 4.0, "epoch": 0.975609756097561, "frac_reward_zero_std": 1.0, "grad_norm": 2.6966833210906316e-09, "kl": 0.32504162192344666, "learning_rate": 3.4096741493194193e-09, "loss": 0.0003, "num_tokens": 20925.0, "reward": 4.6496992111206055, "reward_std": 0.0, "rewards/concensus_correctness_reward_func/mean": 3.6059999465942383, "rewards/concensus_correctness_reward_func/std": 0.0, "rewards/consensus_reward_func/mean": 1.0, "rewards/consensus_reward_func/std": 0.0, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.0436993483453989, "rewards/question_recreation_reward_func/std": 0.0, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 20 }, { "epoch": 0.975609756097561, "step": 20, "total_flos": 0.0, "train_loss": 8.8329258843034e-05, "train_runtime": 703.5963, "train_samples_per_second": 0.114, "train_steps_per_second": 0.028 } ], "logging_steps": 2, "max_steps": 20, "num_input_tokens_seen": 20925, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 1, "trial_name": null, "trial_params": null }