nash_ave_pi_iter_3 / trainer_state.json
YYYYYYibo's picture
Model save
d4d3ea9 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9992429977289932,
"eval_steps": 100,
"global_step": 165,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 2.9411764705882356e-07,
"logits/chosen": -2.737081289291382,
"logits/rejected": -2.680964708328247,
"logps/chosen": -126.38134765625,
"logps/rejected": -136.25076293945312,
"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": 2.9411764705882355e-06,
"logits/chosen": -2.731968879699707,
"logits/rejected": -2.708989143371582,
"logps/chosen": -118.21139526367188,
"logps/rejected": -111.94728088378906,
"loss": 0.6932,
"rewards/accuracies": 0.4583333432674408,
"rewards/chosen": -1.655664891586639e-05,
"rewards/margins": -7.096579793142155e-05,
"rewards/rejected": 5.4409170843428e-05,
"step": 10
},
{
"epoch": 0.12,
"learning_rate": 4.994932636402032e-06,
"logits/chosen": -2.744499683380127,
"logits/rejected": -2.7339892387390137,
"logps/chosen": -113.14430236816406,
"logps/rejected": -123.68851470947266,
"loss": 0.6929,
"rewards/accuracies": 0.5218750238418579,
"rewards/chosen": 0.007225497625768185,
"rewards/margins": 0.0004294503596611321,
"rewards/rejected": 0.0067960480228066444,
"step": 20
},
{
"epoch": 0.18,
"learning_rate": 4.905416503522124e-06,
"logits/chosen": -2.772244930267334,
"logits/rejected": -2.7886576652526855,
"logps/chosen": -115.32562255859375,
"logps/rejected": -122.47587585449219,
"loss": 0.6925,
"rewards/accuracies": 0.518750011920929,
"rewards/chosen": 0.024915488436818123,
"rewards/margins": 0.00023288575175683945,
"rewards/rejected": 0.024682600051164627,
"step": 30
},
{
"epoch": 0.24,
"learning_rate": 4.707922373336524e-06,
"logits/chosen": -2.740614175796509,
"logits/rejected": -2.727870464324951,
"logps/chosen": -111.22251892089844,
"logps/rejected": -113.79164123535156,
"loss": 0.691,
"rewards/accuracies": 0.596875011920929,
"rewards/chosen": 0.052265096455812454,
"rewards/margins": 0.003552838694304228,
"rewards/rejected": 0.04871225729584694,
"step": 40
},
{
"epoch": 0.3,
"learning_rate": 4.411315662967732e-06,
"logits/chosen": -2.775801181793213,
"logits/rejected": -2.7031962871551514,
"logps/chosen": -109.81254577636719,
"logps/rejected": -113.3335952758789,
"loss": 0.6897,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.0849301889538765,
"rewards/margins": 0.006556935608386993,
"rewards/rejected": 0.0783732533454895,
"step": 50
},
{
"epoch": 0.36,
"learning_rate": 4.028910905897229e-06,
"logits/chosen": -2.756106376647949,
"logits/rejected": -2.7039153575897217,
"logps/chosen": -110.66825103759766,
"logps/rejected": -110.25054931640625,
"loss": 0.689,
"rewards/accuracies": 0.596875011920929,
"rewards/chosen": 0.09365645796060562,
"rewards/margins": 0.008471069857478142,
"rewards/rejected": 0.08518538624048233,
"step": 60
},
{
"epoch": 0.42,
"learning_rate": 3.577874068920446e-06,
"logits/chosen": -2.7151947021484375,
"logits/rejected": -2.706727981567383,
"logps/chosen": -109.93450927734375,
"logps/rejected": -113.0154800415039,
"loss": 0.6885,
"rewards/accuracies": 0.546875,
"rewards/chosen": 0.07744868099689484,
"rewards/margins": 0.004513105843216181,
"rewards/rejected": 0.0729355737566948,
"step": 70
},
{
"epoch": 0.48,
"learning_rate": 3.0784519801008546e-06,
"logits/chosen": -2.692235231399536,
"logits/rejected": -2.6538617610931396,
"logps/chosen": -111.87430572509766,
"logps/rejected": -115.57984924316406,
"loss": 0.6867,
"rewards/accuracies": 0.596875011920929,
"rewards/chosen": 0.07563529908657074,
"rewards/margins": 0.015832457691431046,
"rewards/rejected": 0.059802841395139694,
"step": 80
},
{
"epoch": 0.55,
"learning_rate": 2.553063458334059e-06,
"logits/chosen": -2.738804340362549,
"logits/rejected": -2.690701723098755,
"logps/chosen": -120.409423828125,
"logps/rejected": -118.25407409667969,
"loss": 0.6841,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": 0.05362895876169205,
"rewards/margins": 0.01961613819003105,
"rewards/rejected": 0.034012824296951294,
"step": 90
},
{
"epoch": 0.61,
"learning_rate": 2.025292943281429e-06,
"logits/chosen": -2.718660593032837,
"logits/rejected": -2.7189323902130127,
"logps/chosen": -108.1891098022461,
"logps/rejected": -112.934814453125,
"loss": 0.6837,
"rewards/accuracies": 0.590624988079071,
"rewards/chosen": 0.06428461521863937,
"rewards/margins": 0.0179769154638052,
"rewards/rejected": 0.04630769044160843,
"step": 100
},
{
"epoch": 0.61,
"eval_logits/chosen": -2.7115368843078613,
"eval_logits/rejected": -2.6278061866760254,
"eval_logps/chosen": -286.1498718261719,
"eval_logps/rejected": -263.6365966796875,
"eval_loss": 0.6740216016769409,
"eval_rewards/accuracies": 0.6359999775886536,
"eval_rewards/chosen": 0.008544988930225372,
"eval_rewards/margins": 0.03750109300017357,
"eval_rewards/rejected": -0.028956104069948196,
"eval_runtime": 383.9881,
"eval_samples_per_second": 5.208,
"eval_steps_per_second": 0.651,
"step": 100
},
{
"epoch": 0.67,
"learning_rate": 1.5188318011445907e-06,
"logits/chosen": -2.7399725914001465,
"logits/rejected": -2.710850954055786,
"logps/chosen": -123.49687194824219,
"logps/rejected": -121.06239318847656,
"loss": 0.6835,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.031930722296237946,
"rewards/margins": 0.025511348620057106,
"rewards/rejected": 0.00641937181353569,
"step": 110
},
{
"epoch": 0.73,
"learning_rate": 1.0564148305586296e-06,
"logits/chosen": -2.733646869659424,
"logits/rejected": -2.7130093574523926,
"logps/chosen": -116.14371490478516,
"logps/rejected": -121.31622314453125,
"loss": 0.6835,
"rewards/accuracies": 0.559374988079071,
"rewards/chosen": 0.04128889739513397,
"rewards/margins": 0.021482665091753006,
"rewards/rejected": 0.019806232303380966,
"step": 120
},
{
"epoch": 0.79,
"learning_rate": 6.587997083462197e-07,
"logits/chosen": -2.706106424331665,
"logits/rejected": -2.683042049407959,
"logps/chosen": -121.27201080322266,
"logps/rejected": -124.78038024902344,
"loss": 0.6784,
"rewards/accuracies": 0.621874988079071,
"rewards/chosen": 0.032023753970861435,
"rewards/margins": 0.03133785352110863,
"rewards/rejected": 0.0006858977722004056,
"step": 130
},
{
"epoch": 0.85,
"learning_rate": 3.438351873250492e-07,
"logits/chosen": -2.6774215698242188,
"logits/rejected": -2.66115140914917,
"logps/chosen": -111.2270736694336,
"logps/rejected": -116.47705078125,
"loss": 0.6774,
"rewards/accuracies": 0.6187499761581421,
"rewards/chosen": 0.032939545810222626,
"rewards/margins": 0.04166686534881592,
"rewards/rejected": -0.008727315813302994,
"step": 140
},
{
"epoch": 0.91,
"learning_rate": 1.2565987432367032e-07,
"logits/chosen": -2.7032761573791504,
"logits/rejected": -2.6723108291625977,
"logps/chosen": -109.5132064819336,
"logps/rejected": -114.572509765625,
"loss": 0.6802,
"rewards/accuracies": 0.581250011920929,
"rewards/chosen": 0.037231095135211945,
"rewards/margins": 0.029751187190413475,
"rewards/rejected": 0.007479907013475895,
"step": 150
},
{
"epoch": 0.97,
"learning_rate": 1.4067554877743861e-08,
"logits/chosen": -2.6688144207000732,
"logits/rejected": -2.6238021850585938,
"logps/chosen": -110.0870361328125,
"logps/rejected": -108.6930160522461,
"loss": 0.68,
"rewards/accuracies": 0.5843750238418579,
"rewards/chosen": 0.050410233438014984,
"rewards/margins": 0.03611644357442856,
"rewards/rejected": 0.014293788000941277,
"step": 160
},
{
"epoch": 1.0,
"step": 165,
"total_flos": 0.0,
"train_loss": 0.685761218359976,
"train_runtime": 6660.773,
"train_samples_per_second": 3.173,
"train_steps_per_second": 0.025
}
],
"logging_steps": 10,
"max_steps": 165,
"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
}