{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 4.0, "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": 350.71875, "epoch": 0.43243243243243246, "grad_norm": 65.70259857177734, "kl": 0.0, "learning_rate": 5e-07, "loss": 0.0, "reward": 0.6082046327646822, "reward_std": 0.35992033989168704, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.125, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.1875, "rewards/question_recreation_reward_func": 0.17861089296638966, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.11709374934434891, "step": 2 }, { "completion_length": 393.75, "epoch": 0.8648648648648649, "grad_norm": 7.660000801086426, "kl": 0.001224917887157062, "learning_rate": 4.864543104251586e-07, "loss": 0.0, "reward": 0.49315808760002255, "reward_std": 0.6389677075203508, "rewards/concensus_correctness_reward_func": 0.05706249922513962, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.1875, "rewards/question_recreation_reward_func": 0.26434558955952525, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.015625, "rewards/xmlcount_reward_func": -0.03137499839067459, "step": 4 }, { "completion_length": 497.9230769230769, "epoch": 1.2162162162162162, "grad_norm": 6.0304131507873535, "kl": 0.0009788802395073266, "learning_rate": 4.472851273490984e-07, "loss": 0.0, "reward": 0.1541900704256617, "reward_std": 0.45879994098728416, "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": 0.22045929206965062, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": -0.06626923153033623, "step": 6 }, { "completion_length": 406.78125, "epoch": 1.6486486486486487, "grad_norm": 15.076179504394531, "kl": 0.0017617166886338964, "learning_rate": 3.867370395306068e-07, "loss": 0.0, "reward": 0.3269138870527968, "reward_std": 0.6460093287169002, "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": 0.22428888059221208, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": -0.022375002328772098, "step": 8 }, { "completion_length": 488.7307692307692, "epoch": 2.0, "grad_norm": 6.2193827629089355, "kl": 0.001622364901077862, "learning_rate": 3.1137137178519977e-07, "loss": 0.0, "reward": 0.3494957430431476, "reward_std": 0.5567665794470276, "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": 0.29799574685211366, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.05149999948648306, "step": 10 }, { "completion_length": 390.0625, "epoch": 2.4324324324324325, "grad_norm": 8.906612396240234, "kl": 0.0037370253667177167, "learning_rate": 2.2935516363191693e-07, "loss": 0.0, "reward": 0.4767173932050355, "reward_std": 0.3033358519896865, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.0625, "rewards/question_recreation_reward_func": 0.2625923941959627, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.15162499994039536, "step": 12 }, { "completion_length": 408.375, "epoch": 2.864864864864865, "grad_norm": 13.671435356140137, "kl": 0.00329646668251371, "learning_rate": 1.4957614383675767e-07, "loss": 0.0, "reward": 0.4860580612439662, "reward_std": 0.6226890149264364, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.0625, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.0625, "rewards/question_recreation_reward_func": 0.2399018236901611, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.12115624523721635, "step": 14 }, { "completion_length": 404.03846153846155, "epoch": 3.2162162162162162, "grad_norm": 4.43944787979126, "kl": 0.0013814868915897722, "learning_rate": 8.067960709356478e-08, "loss": 0.0, "reward": 0.47342465072870255, "reward_std": 0.5211216426239564, "rewards/concensus_correctness_reward_func": 0.0, "rewards/consensus_reward_func": 0.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.07692307692307693, "rewards/question_recreation_reward_func": 0.33350156304927975, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.06300000273264371, "step": 16 }, { "completion_length": 317.28125, "epoch": 3.6486486486486487, "grad_norm": 19.275449752807617, "kl": 0.0050008348443952855, "learning_rate": 3.013156219837776e-08, "loss": 0.0, "reward": 0.5576832590159029, "reward_std": 0.3490732302016113, "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": 0.23296450590714812, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.1997187520028092, "step": 18 }, { "completion_length": 449.61538461538464, "epoch": 4.0, "grad_norm": 2.9545230865478516, "kl": 0.004267214562367791, "learning_rate": 3.4096741493194193e-09, "loss": 0.0, "reward": 0.41548942430661273, "reward_std": 0.4358092499180482, "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": 0.33898942459088105, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.0, "rewards/xmlcount_reward_func": 0.07649999828292774, "step": 20 }, { "epoch": 4.0, "step": 20, "total_flos": 0.0, "train_loss": 2.185814082622528e-06, "train_runtime": 1108.963, "train_samples_per_second": 0.289, "train_steps_per_second": 0.018 } ], "logging_steps": 2, "max_steps": 20, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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 }