nash_ave_pi_with_golden_iter_2 / trainer_state.json
YYYYYYibo's picture
Model save
6f44f93 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9984,
"eval_steps": 100,
"global_step": 156,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 3.125e-07,
"logits/chosen": -2.58028244972229,
"logits/rejected": -2.5264699459075928,
"logps/chosen": -275.8560791015625,
"logps/rejected": -243.97787475585938,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.06,
"learning_rate": 3.125e-06,
"logits/chosen": -2.599268913269043,
"logits/rejected": -2.620181083679199,
"logps/chosen": -229.47467041015625,
"logps/rejected": -188.52099609375,
"loss": 0.6925,
"rewards/accuracies": 0.4756944477558136,
"rewards/chosen": -0.005837044212967157,
"rewards/margins": -1.28112105812761e-05,
"rewards/rejected": -0.005824232939630747,
"step": 10
},
{
"epoch": 0.13,
"learning_rate": 4.989935734988098e-06,
"logits/chosen": -2.6293463706970215,
"logits/rejected": -2.631697654724121,
"logps/chosen": -233.75509643554688,
"logps/rejected": -196.51675415039062,
"loss": 0.6879,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": -0.056370873004198074,
"rewards/margins": 0.016503650695085526,
"rewards/rejected": -0.0728745236992836,
"step": 20
},
{
"epoch": 0.19,
"learning_rate": 4.8776412907378845e-06,
"logits/chosen": -2.6340599060058594,
"logits/rejected": -2.6145126819610596,
"logps/chosen": -244.6521453857422,
"logps/rejected": -211.09170532226562,
"loss": 0.6767,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.04168517515063286,
"rewards/margins": 0.03752576559782028,
"rewards/rejected": -0.07921093702316284,
"step": 30
},
{
"epoch": 0.26,
"learning_rate": 4.646121984004666e-06,
"logits/chosen": -2.5753064155578613,
"logits/rejected": -2.546308994293213,
"logps/chosen": -235.4735870361328,
"logps/rejected": -216.3767852783203,
"loss": 0.6724,
"rewards/accuracies": 0.578125,
"rewards/chosen": -0.20934326946735382,
"rewards/margins": 0.032163362950086594,
"rewards/rejected": -0.24150662124156952,
"step": 40
},
{
"epoch": 0.32,
"learning_rate": 4.3069871595684795e-06,
"logits/chosen": -2.579021692276001,
"logits/rejected": -2.5481619834899902,
"logps/chosen": -238.4982452392578,
"logps/rejected": -210.54537963867188,
"loss": 0.6609,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.13248375058174133,
"rewards/margins": 0.07907234132289886,
"rewards/rejected": -0.211556077003479,
"step": 50
},
{
"epoch": 0.38,
"learning_rate": 3.8772424536302565e-06,
"logits/chosen": -2.5088608264923096,
"logits/rejected": -2.4528446197509766,
"logps/chosen": -244.6417236328125,
"logps/rejected": -219.36660766601562,
"loss": 0.6588,
"rewards/accuracies": 0.6187499761581421,
"rewards/chosen": -0.10884495079517365,
"rewards/margins": 0.0814167931675911,
"rewards/rejected": -0.19026173651218414,
"step": 60
},
{
"epoch": 0.45,
"learning_rate": 3.3784370602033572e-06,
"logits/chosen": -2.4629616737365723,
"logits/rejected": -2.438931941986084,
"logps/chosen": -238.8616943359375,
"logps/rejected": -205.7681121826172,
"loss": 0.6535,
"rewards/accuracies": 0.671875,
"rewards/chosen": -0.17304827272891998,
"rewards/margins": 0.10028227418661118,
"rewards/rejected": -0.27333056926727295,
"step": 70
},
{
"epoch": 0.51,
"learning_rate": 2.835583164544139e-06,
"logits/chosen": -2.4710023403167725,
"logits/rejected": -2.4444005489349365,
"logps/chosen": -239.69384765625,
"logps/rejected": -218.24093627929688,
"loss": 0.6514,
"rewards/accuracies": 0.5843750238418579,
"rewards/chosen": -0.20169004797935486,
"rewards/margins": 0.10011257976293564,
"rewards/rejected": -0.3018026351928711,
"step": 80
},
{
"epoch": 0.58,
"learning_rate": 2.2759017277414165e-06,
"logits/chosen": -2.495241641998291,
"logits/rejected": -2.4798271656036377,
"logps/chosen": -267.980224609375,
"logps/rejected": -255.43936157226562,
"loss": 0.6519,
"rewards/accuracies": 0.578125,
"rewards/chosen": -0.25710397958755493,
"rewards/margins": 0.0879761129617691,
"rewards/rejected": -0.34508010745048523,
"step": 90
},
{
"epoch": 0.64,
"learning_rate": 1.7274575140626318e-06,
"logits/chosen": -2.4803011417388916,
"logits/rejected": -2.4598233699798584,
"logps/chosen": -257.54901123046875,
"logps/rejected": -227.8817596435547,
"loss": 0.6483,
"rewards/accuracies": 0.640625,
"rewards/chosen": -0.22189533710479736,
"rewards/margins": 0.143667072057724,
"rewards/rejected": -0.365562379360199,
"step": 100
},
{
"epoch": 0.64,
"eval_logits/chosen": -2.4257185459136963,
"eval_logits/rejected": -2.339790105819702,
"eval_logps/chosen": -308.5958557128906,
"eval_logps/rejected": -300.188232421875,
"eval_loss": 0.6988382339477539,
"eval_rewards/accuracies": 0.4779999852180481,
"eval_rewards/chosen": -0.10537321120500565,
"eval_rewards/margins": 0.0014481162652373314,
"eval_rewards/rejected": -0.10682134330272675,
"eval_runtime": 383.862,
"eval_samples_per_second": 5.21,
"eval_steps_per_second": 0.651,
"step": 100
},
{
"epoch": 0.7,
"learning_rate": 1.217751806485235e-06,
"logits/chosen": -2.4746994972229004,
"logits/rejected": -2.4346601963043213,
"logps/chosen": -272.1098327636719,
"logps/rejected": -237.3122100830078,
"loss": 0.6401,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.21971949934959412,
"rewards/margins": 0.1589251309633255,
"rewards/rejected": -0.3786446452140808,
"step": 110
},
{
"epoch": 0.77,
"learning_rate": 7.723433775328385e-07,
"logits/chosen": -2.441807270050049,
"logits/rejected": -2.439669609069824,
"logps/chosen": -260.669189453125,
"logps/rejected": -254.50344848632812,
"loss": 0.6552,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.26529985666275024,
"rewards/margins": 0.10932101309299469,
"rewards/rejected": -0.3746209144592285,
"step": 120
},
{
"epoch": 0.83,
"learning_rate": 4.1356686569674344e-07,
"logits/chosen": -2.4392101764678955,
"logits/rejected": -2.375783920288086,
"logps/chosen": -241.207275390625,
"logps/rejected": -224.5260772705078,
"loss": 0.6479,
"rewards/accuracies": 0.606249988079071,
"rewards/chosen": -0.24242636561393738,
"rewards/margins": 0.09688840806484222,
"rewards/rejected": -0.3393147885799408,
"step": 130
},
{
"epoch": 0.9,
"learning_rate": 1.59412823400657e-07,
"logits/chosen": -2.3803234100341797,
"logits/rejected": -2.3904504776000977,
"logps/chosen": -245.4437255859375,
"logps/rejected": -237.4853057861328,
"loss": 0.6359,
"rewards/accuracies": 0.628125011920929,
"rewards/chosen": -0.213097482919693,
"rewards/margins": 0.13748633861541748,
"rewards/rejected": -0.35058385133743286,
"step": 140
},
{
"epoch": 0.96,
"learning_rate": 2.262559558016325e-08,
"logits/chosen": -2.4386649131774902,
"logits/rejected": -2.3991496562957764,
"logps/chosen": -235.7268524169922,
"logps/rejected": -208.8386688232422,
"loss": 0.65,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.1908179074525833,
"rewards/margins": 0.11969475448131561,
"rewards/rejected": -0.3105126619338989,
"step": 150
},
{
"epoch": 1.0,
"step": 156,
"total_flos": 0.0,
"train_loss": 0.6591962063923861,
"train_runtime": 7161.0752,
"train_samples_per_second": 2.793,
"train_steps_per_second": 0.022
}
],
"logging_steps": 10,
"max_steps": 156,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}