{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.15220700152207, "eval_steps": 50, "global_step": 200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0076103500761035, "grad_norm": 0.058339186012744904, "learning_rate": 4.999451708687114e-06, "logits/chosen": 14.268467903137207, "logits/rejected": 14.600369453430176, "logps/chosen": -0.2669850289821625, "logps/rejected": -0.3412467837333679, "loss": 0.9049, "rewards/accuracies": 0.5625, "rewards/chosen": -0.4004775583744049, "rewards/margins": 0.11139259487390518, "rewards/rejected": -0.5118702054023743, "step": 10 }, { "epoch": 0.015220700152207, "grad_norm": 0.049545690417289734, "learning_rate": 4.997807075247147e-06, "logits/chosen": 14.14539623260498, "logits/rejected": 15.191584587097168, "logps/chosen": -0.25579872727394104, "logps/rejected": -0.3931494653224945, "loss": 0.8989, "rewards/accuracies": 0.625, "rewards/chosen": -0.38369807600975037, "rewards/margins": 0.2060261219739914, "rewards/rejected": -0.5897241830825806, "step": 20 }, { "epoch": 0.0228310502283105, "grad_norm": 0.061699289828538895, "learning_rate": 4.9950668210706795e-06, "logits/chosen": 14.284139633178711, "logits/rejected": 15.006326675415039, "logps/chosen": -0.275672048330307, "logps/rejected": -0.3603581488132477, "loss": 0.9004, "rewards/accuracies": 0.625, "rewards/chosen": -0.4135080873966217, "rewards/margins": 0.12702910602092743, "rewards/rejected": -0.5405372381210327, "step": 30 }, { "epoch": 0.030441400304414, "grad_norm": 0.05706426501274109, "learning_rate": 4.9912321481237616e-06, "logits/chosen": 14.275796890258789, "logits/rejected": 14.935521125793457, "logps/chosen": -0.2802076041698456, "logps/rejected": -0.38278770446777344, "loss": 0.9138, "rewards/accuracies": 0.512499988079071, "rewards/chosen": -0.42031145095825195, "rewards/margins": 0.15387018024921417, "rewards/rejected": -0.5741815567016602, "step": 40 }, { "epoch": 0.0380517503805175, "grad_norm": 0.05318514257669449, "learning_rate": 4.986304738420684e-06, "logits/chosen": 14.433627128601074, "logits/rejected": 15.458297729492188, "logps/chosen": -0.2581387162208557, "logps/rejected": -0.38208404183387756, "loss": 0.914, "rewards/accuracies": 0.612500011920929, "rewards/chosen": -0.38720807433128357, "rewards/margins": 0.18591801822185516, "rewards/rejected": -0.5731261372566223, "step": 50 }, { "epoch": 0.0380517503805175, "eval_logits/chosen": 14.396967887878418, "eval_logits/rejected": 15.221076965332031, "eval_logps/chosen": -0.27519574761390686, "eval_logps/rejected": -0.3709692656993866, "eval_loss": 0.9084128141403198, "eval_rewards/accuracies": 0.5981308221817017, "eval_rewards/chosen": -0.4127936065196991, "eval_rewards/margins": 0.14366032183170319, "eval_rewards/rejected": -0.5564539432525635, "eval_runtime": 30.773, "eval_samples_per_second": 27.622, "eval_steps_per_second": 3.477, "step": 50 }, { "epoch": 0.045662100456621, "grad_norm": 0.06310460716485977, "learning_rate": 4.980286753286196e-06, "logits/chosen": 14.548416137695312, "logits/rejected": 15.526041030883789, "logps/chosen": -0.29403647780418396, "logps/rejected": -0.40682005882263184, "loss": 0.9082, "rewards/accuracies": 0.625, "rewards/chosen": -0.44105473160743713, "rewards/margins": 0.1691754311323166, "rewards/rejected": -0.6102300882339478, "step": 60 }, { "epoch": 0.0532724505327245, "grad_norm": 0.1258806735277176, "learning_rate": 4.973180832407471e-06, "logits/chosen": 14.390210151672363, "logits/rejected": 14.817584037780762, "logps/chosen": -0.25258123874664307, "logps/rejected": -0.36392712593078613, "loss": 0.896, "rewards/accuracies": 0.637499988079071, "rewards/chosen": -0.3788718581199646, "rewards/margins": 0.1670188158750534, "rewards/rejected": -0.5458906888961792, "step": 70 }, { "epoch": 0.060882800608828, "grad_norm": 0.09006265550851822, "learning_rate": 4.964990092676263e-06, "logits/chosen": 13.844560623168945, "logits/rejected": 14.811120986938477, "logps/chosen": -0.2630843222141266, "logps/rejected": -0.3794577717781067, "loss": 0.8977, "rewards/accuracies": 0.6875, "rewards/chosen": -0.3946264684200287, "rewards/margins": 0.17456015944480896, "rewards/rejected": -0.5691865682601929, "step": 80 }, { "epoch": 0.0684931506849315, "grad_norm": 0.07123688608407974, "learning_rate": 4.9557181268217225e-06, "logits/chosen": 13.927327156066895, "logits/rejected": 14.746416091918945, "logps/chosen": -0.25282323360443115, "logps/rejected": -0.3279832601547241, "loss": 0.9092, "rewards/accuracies": 0.5249999761581421, "rewards/chosen": -0.37923485040664673, "rewards/margins": 0.11274002492427826, "rewards/rejected": -0.4919748902320862, "step": 90 }, { "epoch": 0.076103500761035, "grad_norm": 0.08333446085453033, "learning_rate": 4.9453690018345144e-06, "logits/chosen": 14.406118392944336, "logits/rejected": 14.770090103149414, "logps/chosen": -0.28569403290748596, "logps/rejected": -0.3596845269203186, "loss": 0.8932, "rewards/accuracies": 0.5625, "rewards/chosen": -0.42854103446006775, "rewards/margins": 0.11098580062389374, "rewards/rejected": -0.5395268201828003, "step": 100 }, { "epoch": 0.076103500761035, "eval_logits/chosen": 13.925265312194824, "eval_logits/rejected": 14.808513641357422, "eval_logps/chosen": -0.2667020559310913, "eval_logps/rejected": -0.3739235997200012, "eval_loss": 0.8984279036521912, "eval_rewards/accuracies": 0.5981308221817017, "eval_rewards/chosen": -0.40005311369895935, "eval_rewards/margins": 0.16083234548568726, "eval_rewards/rejected": -0.5608854293823242, "eval_runtime": 30.7791, "eval_samples_per_second": 27.616, "eval_steps_per_second": 3.476, "step": 100 }, { "epoch": 0.0837138508371385, "grad_norm": 0.08474570512771606, "learning_rate": 4.933947257182901e-06, "logits/chosen": 13.641456604003906, "logits/rejected": 14.799921035766602, "logps/chosen": -0.2721528708934784, "logps/rejected": -0.38378894329071045, "loss": 0.8995, "rewards/accuracies": 0.6000000238418579, "rewards/chosen": -0.40822935104370117, "rewards/margins": 0.1674540936946869, "rewards/rejected": -0.5756834149360657, "step": 110 }, { "epoch": 0.091324200913242, "grad_norm": 0.1004580408334732, "learning_rate": 4.921457902821578e-06, "logits/chosen": 13.835454940795898, "logits/rejected": 14.882522583007812, "logps/chosen": -0.28507837653160095, "logps/rejected": -0.39737468957901, "loss": 0.8795, "rewards/accuracies": 0.574999988079071, "rewards/chosen": -0.42761754989624023, "rewards/margins": 0.16844449937343597, "rewards/rejected": -0.5960620641708374, "step": 120 }, { "epoch": 0.0989345509893455, "grad_norm": 0.09537151455879211, "learning_rate": 4.907906416994146e-06, "logits/chosen": 13.607874870300293, "logits/rejected": 14.091131210327148, "logps/chosen": -0.2739318013191223, "logps/rejected": -0.36800479888916016, "loss": 0.8912, "rewards/accuracies": 0.6000000238418579, "rewards/chosen": -0.4108976721763611, "rewards/margins": 0.14110951125621796, "rewards/rejected": -0.5520071983337402, "step": 130 }, { "epoch": 0.106544901065449, "grad_norm": 0.10281535238027573, "learning_rate": 4.893298743830168e-06, "logits/chosen": 12.017224311828613, "logits/rejected": 13.04835319519043, "logps/chosen": -0.24072685837745667, "logps/rejected": -0.36906492710113525, "loss": 0.8908, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": -0.3610902428627014, "rewards/margins": 0.19250717759132385, "rewards/rejected": -0.5535974502563477, "step": 140 }, { "epoch": 0.1141552511415525, "grad_norm": 0.707987368106842, "learning_rate": 4.8776412907378845e-06, "logits/chosen": 12.522550582885742, "logits/rejected": 13.272679328918457, "logps/chosen": -0.2583540081977844, "logps/rejected": -0.3796755075454712, "loss": 0.8867, "rewards/accuracies": 0.5375000238418579, "rewards/chosen": -0.38753098249435425, "rewards/margins": 0.18198221921920776, "rewards/rejected": -0.569513201713562, "step": 150 }, { "epoch": 0.1141552511415525, "eval_logits/chosen": 11.989100456237793, "eval_logits/rejected": 12.92872142791748, "eval_logps/chosen": -0.27158522605895996, "eval_logps/rejected": -0.40521273016929626, "eval_loss": 0.8765817284584045, "eval_rewards/accuracies": 0.5981308221817017, "eval_rewards/chosen": -0.40737783908843994, "eval_rewards/margins": 0.20044119656085968, "eval_rewards/rejected": -0.6078190803527832, "eval_runtime": 30.7739, "eval_samples_per_second": 27.621, "eval_steps_per_second": 3.477, "step": 150 }, { "epoch": 0.121765601217656, "grad_norm": 0.19342070817947388, "learning_rate": 4.860940925593703e-06, "logits/chosen": 11.095940589904785, "logits/rejected": 12.351040840148926, "logps/chosen": -0.24749942123889923, "logps/rejected": -0.43422192335128784, "loss": 0.8762, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": -0.37124913930892944, "rewards/margins": 0.2800838053226471, "rewards/rejected": -0.6513329744338989, "step": 160 }, { "epoch": 0.1293759512937595, "grad_norm": 0.19374576210975647, "learning_rate": 4.84320497372973e-06, "logits/chosen": 10.510068893432617, "logits/rejected": 11.507593154907227, "logps/chosen": -0.26223134994506836, "logps/rejected": -0.43635931611061096, "loss": 0.8581, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": -0.39334696531295776, "rewards/margins": 0.2611919641494751, "rewards/rejected": -0.6545389294624329, "step": 170 }, { "epoch": 0.136986301369863, "grad_norm": 0.20330430567264557, "learning_rate": 4.824441214720629e-06, "logits/chosen": 9.89570140838623, "logits/rejected": 10.669364929199219, "logps/chosen": -0.3143860101699829, "logps/rejected": -0.46989941596984863, "loss": 0.8558, "rewards/accuracies": 0.6000000238418579, "rewards/chosen": -0.47157901525497437, "rewards/margins": 0.23327013850212097, "rewards/rejected": -0.704849123954773, "step": 180 }, { "epoch": 0.1445966514459665, "grad_norm": 0.22942212224006653, "learning_rate": 4.804657878971252e-06, "logits/chosen": 8.887057304382324, "logits/rejected": 9.542157173156738, "logps/chosen": -0.2906036972999573, "logps/rejected": -0.4810206890106201, "loss": 0.8554, "rewards/accuracies": 0.625, "rewards/chosen": -0.4359055459499359, "rewards/margins": 0.28562551736831665, "rewards/rejected": -0.7215310335159302, "step": 190 }, { "epoch": 0.15220700152207, "grad_norm": 0.29071903228759766, "learning_rate": 4.783863644106502e-06, "logits/chosen": 6.791537284851074, "logits/rejected": 7.366445064544678, "logps/chosen": -0.31382033228874207, "logps/rejected": -0.5417486429214478, "loss": 0.838, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": -0.4707304835319519, "rewards/margins": 0.34189245104789734, "rewards/rejected": -0.8126228451728821, "step": 200 }, { "epoch": 0.15220700152207, "eval_logits/chosen": 7.050150394439697, "eval_logits/rejected": 7.516275405883789, "eval_logps/chosen": -0.3289315402507782, "eval_logps/rejected": -0.5481724143028259, "eval_loss": 0.813983678817749, "eval_rewards/accuracies": 0.6168224215507507, "eval_rewards/chosen": -0.4933973252773285, "eval_rewards/margins": 0.3288613557815552, "eval_rewards/rejected": -0.8222586512565613, "eval_runtime": 30.7734, "eval_samples_per_second": 27.621, "eval_steps_per_second": 3.477, "step": 200 } ], "logging_steps": 10, "max_steps": 1500, "num_input_tokens_seen": 0, "num_train_epochs": 2, "save_steps": 50, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 4.656157166372127e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }