phi-2-gpo-v29-i1 / trainer_state.json
lole25's picture
Model save
1b68517 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9976019184652278,
"eval_steps": 500,
"global_step": 104,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 4.5454545454545457e-07,
"logits/chosen": 0.133200004696846,
"logits/rejected": 0.3101254105567932,
"logps/chosen": -439.1437072753906,
"logps/rejected": -369.0645751953125,
"loss": 0.3882,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.1,
"learning_rate": 4.5454545454545455e-06,
"logits/chosen": 0.13730913400650024,
"logits/rejected": 0.17233937978744507,
"logps/chosen": -361.9382629394531,
"logps/rejected": -331.0599670410156,
"loss": 0.3676,
"rewards/accuracies": 0.3611111044883728,
"rewards/chosen": -3.202176230843179e-05,
"rewards/margins": -2.2185584384715185e-05,
"rewards/rejected": -9.836176104727201e-06,
"step": 10
},
{
"epoch": 0.19,
"learning_rate": 4.8853481410001225e-06,
"logits/chosen": 0.14704950153827667,
"logits/rejected": 0.24530892074108124,
"logps/chosen": -333.5304260253906,
"logps/rejected": -330.6236877441406,
"loss": 0.3766,
"rewards/accuracies": 0.606249988079071,
"rewards/chosen": 0.00022825358610134572,
"rewards/margins": 0.0006691188318654895,
"rewards/rejected": -0.0004408652021083981,
"step": 20
},
{
"epoch": 0.29,
"learning_rate": 4.502502736173462e-06,
"logits/chosen": 0.08989942073822021,
"logits/rejected": 0.20580899715423584,
"logps/chosen": -343.5199890136719,
"logps/rejected": -330.2860412597656,
"loss": 0.3623,
"rewards/accuracies": 0.706250011920929,
"rewards/chosen": 0.000688703847117722,
"rewards/margins": 0.0018687937408685684,
"rewards/rejected": -0.00118009012658149,
"step": 30
},
{
"epoch": 0.38,
"learning_rate": 3.893311157806091e-06,
"logits/chosen": 0.09253476560115814,
"logits/rejected": 0.13635697960853577,
"logps/chosen": -357.9090576171875,
"logps/rejected": -349.3745422363281,
"loss": 0.3657,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.0009900133591145277,
"rewards/margins": 0.003044883953407407,
"rewards/rejected": -0.0040348973125219345,
"step": 40
},
{
"epoch": 0.48,
"learning_rate": 3.1266313306468018e-06,
"logits/chosen": 0.12737445533275604,
"logits/rejected": 0.24501362442970276,
"logps/chosen": -348.5634765625,
"logps/rejected": -323.2393493652344,
"loss": 0.3646,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.001117801875807345,
"rewards/margins": 0.005832134746015072,
"rewards/rejected": -0.006949936505407095,
"step": 50
},
{
"epoch": 0.58,
"learning_rate": 2.2891223348923888e-06,
"logits/chosen": 0.08873095363378525,
"logits/rejected": 0.14634013175964355,
"logps/chosen": -342.6759033203125,
"logps/rejected": -323.6924133300781,
"loss": 0.3595,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.0012518768198788166,
"rewards/margins": 0.009539250284433365,
"rewards/rejected": -0.010791127569973469,
"step": 60
},
{
"epoch": 0.67,
"learning_rate": 1.475449188008532e-06,
"logits/chosen": 0.0587996244430542,
"logits/rejected": 0.11694981157779694,
"logps/chosen": -353.9031066894531,
"logps/rejected": -343.61822509765625,
"loss": 0.3519,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -0.003407146781682968,
"rewards/margins": 0.016061358153820038,
"rewards/rejected": -0.019468504935503006,
"step": 70
},
{
"epoch": 0.77,
"learning_rate": 7.775827023107835e-07,
"logits/chosen": 0.10978138446807861,
"logits/rejected": 0.16459235548973083,
"logps/chosen": -333.46038818359375,
"logps/rejected": -321.7098083496094,
"loss": 0.3659,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": -0.008328983560204506,
"rewards/margins": 0.014517639763653278,
"rewards/rejected": -0.02284662239253521,
"step": 80
},
{
"epoch": 0.86,
"learning_rate": 2.7440387297912126e-07,
"logits/chosen": 0.06614189594984055,
"logits/rejected": 0.20078620314598083,
"logps/chosen": -375.4840087890625,
"logps/rejected": -375.40948486328125,
"loss": 0.3559,
"rewards/accuracies": 0.668749988079071,
"rewards/chosen": -0.010338048450648785,
"rewards/margins": 0.018196452409029007,
"rewards/rejected": -0.028534505516290665,
"step": 90
},
{
"epoch": 0.96,
"learning_rate": 2.27878296044029e-08,
"logits/chosen": 0.10308869183063507,
"logits/rejected": 0.15276041626930237,
"logps/chosen": -368.84906005859375,
"logps/rejected": -368.1903381347656,
"loss": 0.3517,
"rewards/accuracies": 0.6187499761581421,
"rewards/chosen": -0.01480852346867323,
"rewards/margins": 0.012228922918438911,
"rewards/rejected": -0.027037447318434715,
"step": 100
},
{
"epoch": 1.0,
"step": 104,
"total_flos": 0.0,
"train_loss": 0.3612480771083098,
"train_runtime": 1444.6651,
"train_samples_per_second": 3.461,
"train_steps_per_second": 0.072
}
],
"logging_steps": 10,
"max_steps": 104,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}