{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 0.9620253164556962, "eval_steps": 500, "global_step": 19, "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": 0.125, "completions/max_length": 931.0, "completions/max_terminated_length": 819.5, "completions/mean_length": 412.1875, "completions/mean_terminated_length": 329.5833435058594, "completions/min_length": 87.0, "completions/min_terminated_length": 87.0, "epoch": 0.10126582278481013, "frac_reward_zero_std": 0.0, "grad_norm": 5.04105806350708, "kl": -5.448857809398078e-09, "learning_rate": 5e-07, "loss": 0.1398, "num_tokens": 10691.0, "reward": 0.01983704511076212, "reward_std": 0.008039223263040185, "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": 0.01983704511076212, "rewards/question_recreation_reward_func/std": 0.012273336760699749, "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": 0.125, "completions/max_length": 1024.0, "completions/max_terminated_length": 569.0, "completions/mean_length": 401.1875, "completions/mean_terminated_length": 312.21429443359375, "completions/min_length": 53.5, "completions/min_terminated_length": 53.5, "epoch": 0.20253164556962025, "frac_reward_zero_std": 0.0, "grad_norm": 3.7304916381835938, "kl": 0.0002279730260852375, "learning_rate": 4.864543104251586e-07, "loss": 0.1637, "num_tokens": 21206.0, "reward": -0.1395124290138483, "reward_std": 0.21926994435489178, "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": 0.010925075970590115, "rewards/question_recreation_reward_func/std": 0.009428349556401372, "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": -0.15043750405311584, "rewards/xmlcount_reward_func/std": 0.4255015254020691, "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": 887.0, "completions/max_terminated_length": 672.5, "completions/mean_length": 362.0, "completions/mean_terminated_length": 257.3125, "completions/min_length": 12.5, "completions/min_terminated_length": 12.5, "epoch": 0.3037974683544304, "frac_reward_zero_std": 0.0, "grad_norm": 7.230990886688232, "kl": 0.0008080850275291596, "learning_rate": 4.472851273490984e-07, "loss": 0.2574, "num_tokens": 31094.0, "reward": 0.022412247024476528, "reward_std": 0.011643366422504187, "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": 0.022412247024476528, "rewards/question_recreation_reward_func/std": 0.01874966360628605, "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": 0.1875, "completions/max_length": 862.5, "completions/max_terminated_length": 702.5, "completions/mean_length": 461.6875, "completions/mean_terminated_length": 357.3249969482422, "completions/min_length": 67.0, "completions/min_terminated_length": 67.0, "epoch": 0.4050632911392405, "frac_reward_zero_std": 0.0, "grad_norm": 3.539825677871704, "kl": 0.0011349972373864148, "learning_rate": 3.867370395306068e-07, "loss": 0.2018, "num_tokens": 42577.0, "reward": 0.10562402009963989, "reward_std": 0.061309706419706345, "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": 0.10562402009963989, "rewards/question_recreation_reward_func/std": 0.05985743924975395, "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": 0.0625, "completions/max_length": 664.0, "completions/max_terminated_length": 436.5, "completions/mean_length": 222.4375, "completions/mean_terminated_length": 173.0357208251953, "completions/min_length": 4.5, "completions/min_terminated_length": 4.5, "epoch": 0.5063291139240507, "frac_reward_zero_std": 0.0, "grad_norm": 13.28281021118164, "kl": 0.0055584801666554995, "learning_rate": 3.1137137178519977e-07, "loss": 0.0764, "num_tokens": 50232.0, "reward": 0.05675883777439594, "reward_std": 0.017147527541965246, "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": 0.05675883777439594, "rewards/question_recreation_reward_func/std": 0.02832796238362789, "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": 0.125, "completions/max_length": 681.5, "completions/max_terminated_length": 319.0, "completions/mean_length": 298.25, "completions/mean_terminated_length": 195.8541717529297, "completions/min_length": 73.5, "completions/min_terminated_length": 73.5, "epoch": 0.6075949367088608, "frac_reward_zero_std": 0.0, "grad_norm": 8.755450248718262, "kl": 0.0035302894830238074, "learning_rate": 2.2935516363191693e-07, "loss": 0.2667, "num_tokens": 59100.0, "reward": 0.015352241694927216, "reward_std": 0.0057732411660254, "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": 0.015352241694927216, "rewards/question_recreation_reward_func/std": 0.006488756742328405, "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": 0.125, "completions/max_length": 991.0, "completions/max_terminated_length": 756.5, "completions/mean_length": 509.4375, "completions/mean_terminated_length": 421.9583435058594, "completions/min_length": 36.5, "completions/min_terminated_length": 36.5, "epoch": 0.7088607594936709, "frac_reward_zero_std": 0.0, "grad_norm": 4.25427770614624, "kl": 0.001760676721460186, "learning_rate": 1.4957614383675767e-07, "loss": 0.2682, "num_tokens": 71347.0, "reward": -0.05695461109280586, "reward_std": 0.22896763868629932, "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": 0.05810788832604885, "rewards/question_recreation_reward_func/std": 0.04673689045011997, "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": -0.11506249755620956, "rewards/xmlcount_reward_func/std": 0.3688294589519501, "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": 214.0, "completions/max_terminated_length": 214.0, "completions/mean_length": 103.6875, "completions/mean_terminated_length": 103.6875, "completions/min_length": 5.0, "completions/min_terminated_length": 5.0, "epoch": 0.810126582278481, "frac_reward_zero_std": 0.0, "grad_norm": 12.23747444152832, "kl": 0.007723030605120584, "learning_rate": 8.067960709356478e-08, "loss": 0.0009, "num_tokens": 77102.0, "reward": 0.17531824856996536, "reward_std": 0.03592286352068186, "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": 0.17531824856996536, "rewards/question_recreation_reward_func/std": 0.045727355405688286, "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": 0.0625, "completions/max_length": 824.0, "completions/max_terminated_length": 530.5, "completions/mean_length": 194.3125, "completions/mean_terminated_length": 137.34821701049805, "completions/min_length": 3.5, "completions/min_terminated_length": 3.5, "epoch": 0.9113924050632911, "frac_reward_zero_std": 0.125, "grad_norm": 9.846582412719727, "kl": 0.006351641248329543, "learning_rate": 3.013156219837776e-08, "loss": 0.0552, "num_tokens": 84307.0, "reward": 0.13931425474584103, "reward_std": 0.058048633858561516, "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": 0.13931425474584103, "rewards/question_recreation_reward_func/std": 0.15117722004652023, "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": 0.5, "completions/max_length": 1024.0, "completions/max_terminated_length": 565.0, "completions/mean_length": 665.25, "completions/mean_terminated_length": 306.5, "completions/min_length": 5.0, "completions/min_terminated_length": 5.0, "epoch": 0.9620253164556962, "frac_reward_zero_std": 0.0, "kl": 0.002655731455888599, "num_tokens": 91677.0, "reward": 0.012782756239175797, "reward_std": 0.005160772241652012, "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": 0.012782756239175797, "rewards/question_recreation_reward_func/std": 0.008415077812969685, "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": 19, "total_flos": 0.0, "train_loss": 0.15644574165344238, "train_runtime": 1523.8731, "train_samples_per_second": 0.105, "train_steps_per_second": 0.013 } ], "logging_steps": 2, "max_steps": 20, "num_input_tokens_seen": 91677, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": false, "should_training_stop": false }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }