{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 5.0, "eval_steps": 500, "global_step": 20, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "completion_length": 393.875, "epoch": 0.5714285714285714, "grad_norm": 14.467851638793945, "kl": 0.0036735038956976496, "learning_rate": 5e-07, "loss": 0.0, "reward": 0.24942190013825893, "reward_std": 0.27551950167980976, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.0, "rewards/question_recreation_reward_func": 0.14235940459184349, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.10706249950453639, "step": 2 }, { "completion_length": 499.3333333333333, "epoch": 1.0, "grad_norm": 2.420987844467163, "kl": 0.005199056991841644, "learning_rate": 4.864543104251586e-07, "loss": 0.0, "reward": 0.5972021507720152, "reward_std": 0.5159138335535923, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.16666666666666666, "rewards/question_recreation_reward_func": 0.2659521692742904, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.16458333532015482, "step": 4 }, { "completion_length": 469.0625, "epoch": 1.5714285714285714, "grad_norm": 1.678683876991272, "kl": 0.0036473195723374374, "learning_rate": 4.472851273490984e-07, "loss": 0.0, "reward": 0.2039470819872804, "reward_std": 0.41503745794761926, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.125, "rewards/question_recreation_reward_func": 0.20882207114482298, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": -0.12987499684095383, "step": 6 }, { "completion_length": 363.25, "epoch": 2.0, "grad_norm": 1.534175992012024, "kl": 0.0051646292946922285, "learning_rate": 3.867370395306068e-07, "loss": 0.0, "reward": 1.6161055080592632, "reward_std": 3.3556958374877772, "rewards/concensus_correctness_reward_func": 1.6666666666666667, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.0, "rewards/question_recreation_reward_func": 0.34002221499880153, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": -0.3905833239356677, "step": 8 }, { "completion_length": 429.4375, "epoch": 2.571428571428571, "grad_norm": 4.225729942321777, "kl": 0.00387628185126232, "learning_rate": 3.1137137178519977e-07, "loss": 0.0, "reward": 0.604195196647197, "reward_std": 0.9071919927373528, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.5, "rewards/question_recreation_reward_func": 0.21207017498090863, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": -0.10787498578429222, "step": 10 }, { "completion_length": 306.9166666666667, "epoch": 3.0, "grad_norm": 1.3296011686325073, "kl": 0.0014047033328097314, "learning_rate": 2.2935516363191693e-07, "loss": 0.0, "reward": 0.18260888879497847, "reward_std": 0.3342080342893799, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.0, "rewards/question_recreation_reward_func": 0.14985888451337814, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.03275000055631002, "step": 12 }, { "completion_length": 509.0, "epoch": 3.571428571428571, "grad_norm": 1.647635579109192, "kl": 0.0013635017166961916, "learning_rate": 1.4957614383675767e-07, "loss": 0.0, "reward": 1.0174027022439986, "reward_std": 0.3876340059796348, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.5, "rewards/question_recreation_reward_func": 0.2895276902709156, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.2278749984689057, "step": 14 }, { "completion_length": 287.9166666666667, "epoch": 4.0, "grad_norm": 48.5843505859375, "kl": 0.0019373036241934944, "learning_rate": 8.067960709356478e-08, "loss": 0.0, "reward": -0.0794086183110873, "reward_std": 0.4189326539635658, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.0, "rewards/question_recreation_reward_func": 0.10642471971611182, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": -0.18583333492279053, "step": 16 }, { "completion_length": 402.75, "epoch": 4.571428571428571, "grad_norm": 16.052921295166016, "kl": 0.0023356471065199003, "learning_rate": 3.013156219837776e-08, "loss": 0.0, "reward": 0.3587729576975107, "reward_std": 0.5114126596599817, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.125, "rewards/question_recreation_reward_func": 0.19789796438999474, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.035875000059604645, "step": 18 }, { "completion_length": 331.25, "epoch": 5.0, "grad_norm": 3.976226806640625, "kl": 0.0043949687969870865, "learning_rate": 3.4096741493194193e-09, "loss": 0.0, "reward": 0.13239151674012342, "reward_std": 0.1440122425556183, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.0, "rewards/question_recreation_reward_func": 0.06839151245852311, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.06399999931454659, "step": 20 }, { "epoch": 5.0, "step": 20, "total_flos": 0.0, "train_loss": 2.8325976700216417e-06, "train_runtime": 171.1424, "train_samples_per_second": 0.935, "train_steps_per_second": 0.117 } ], "logging_steps": 2, "max_steps": 20, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 2, "trial_name": null, "trial_params": null }