hazentr's picture
End of training
652c830 verified
raw
history blame
18.1 kB
{
"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
}