{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 0.46511627906976744, "eval_steps": 500, "global_step": 10, "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": 102.5, "completions/max_terminated_length": 102.5, "completions/mean_length": 46.5, "completions/mean_terminated_length": 46.5, "completions/min_length": 17.0, "completions/min_terminated_length": 17.0, "epoch": 0.09302325581395349, "frac_reward_zero_std": 0.0, "grad_norm": 26.819913864135742, "kl": 0.0, "learning_rate": 5e-07, "loss": 0.1038, "num_tokens": 1396.0, "reward": 0.03198886290192604, "reward_std": 0.010370630770921707, "rewards/concensus_correctness_reward_func/mean": 0.0, "rewards/concensus_correctness_reward_func/std": 0.0, "rewards/consensus_reward_func/mean": 0.0, "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": 0.03198886290192604, "rewards/question_recreation_reward_func/std": 0.011841414961963892, "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": 31.5, "completions/max_terminated_length": 31.5, "completions/mean_length": 22.375, "completions/mean_terminated_length": 22.375, "completions/min_length": 16.0, "completions/min_terminated_length": 16.0, "epoch": 0.18604651162790697, "frac_reward_zero_std": 0.0, "grad_norm": 47.122337341308594, "kl": 0.009030564804561436, "learning_rate": 4.415111107797445e-07, "loss": 0.0182, "num_tokens": 2599.0, "reward": 0.04082147125154734, "reward_std": 0.016715965699404478, "rewards/concensus_correctness_reward_func/mean": 0.0, "rewards/concensus_correctness_reward_func/std": 0.0, "rewards/consensus_reward_func/mean": 0.0, "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": 0.04082146845757961, "rewards/question_recreation_reward_func/std": 0.026838398072868586, "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": 0.125, "completions/max_length": 183.0, "completions/max_terminated_length": 148.5, "completions/mean_length": 90.25, "completions/mean_terminated_length": 70.16666793823242, "completions/min_length": 14.0, "completions/min_terminated_length": 14.0, "epoch": 0.27906976744186046, "frac_reward_zero_std": 0.0, "grad_norm": 70.61158752441406, "kl": 0.014445176813751459, "learning_rate": 2.934120444167326e-07, "loss": -0.0519, "num_tokens": 4345.0, "reward": 0.02797679416835308, "reward_std": 0.005366061115637422, "rewards/concensus_correctness_reward_func/mean": 0.0, "rewards/concensus_correctness_reward_func/std": 0.0, "rewards/consensus_reward_func/mean": 0.0, "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": 0.02797679416835308, "rewards/question_recreation_reward_func/std": 0.016844000667333603, "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": 35.0, "completions/max_terminated_length": 35.0, "completions/mean_length": 14.125, "completions/mean_terminated_length": 14.125, "completions/min_length": 4.0, "completions/min_terminated_length": 4.0, "epoch": 0.37209302325581395, "frac_reward_zero_std": 0.5, "grad_norm": 84.35356140136719, "kl": 0.05594382411800325, "learning_rate": 1.2500000000000005e-07, "loss": 0.0779, "num_tokens": 5482.0, "reward": 1.4956446290016174, "reward_std": 0.6916476492770016, "rewards/concensus_correctness_reward_func/mean": 0.7199999988079071, "rewards/concensus_correctness_reward_func/std": 1.0334109663963318, "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": 0.025644690729677677, "rewards/question_recreation_reward_func/std": 0.016321994364261627, "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": 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": 47.0, "completions/max_terminated_length": 47.0, "completions/mean_length": 22.375, "completions/mean_terminated_length": 22.375, "completions/min_length": 4.5, "completions/min_terminated_length": 4.5, "epoch": 0.46511627906976744, "frac_reward_zero_std": 0.5, "grad_norm": 39.63914489746094, "kl": 0.015579930739477277, "learning_rate": 1.507684480352292e-08, "loss": 0.0031, "num_tokens": 6685.0, "reward": 0.7941031903028488, "reward_std": 0.02715550092398189, "rewards/concensus_correctness_reward_func/mean": 0.7120000123977661, "rewards/concensus_correctness_reward_func/std": 0.8221468329429626, "rewards/consensus_reward_func/mean": 0.0, "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": 0.08210319094359875, "rewards/question_recreation_reward_func/std": 0.056017409078776836, "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 }, { "epoch": 0.46511627906976744, "step": 10, "total_flos": 0.0, "train_loss": 0.030200545489788056, "train_runtime": 708.4645, "train_samples_per_second": 0.056, "train_steps_per_second": 0.014 } ], "logging_steps": 2, "max_steps": 10, "num_input_tokens_seen": 6685, "num_train_epochs": 1, "save_steps": 10, "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": 2, "trial_name": null, "trial_params": null }