zephyr-7b-dpo-full / trainer_state.json
wzhouad's picture
Model save
96104a8 verified
raw
history blame
No virus
4.27 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 100,
"global_step": 53,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"debug/losses": 0.342240571975708,
"debug/policy_weights": 0.4937487840652466,
"debug/raw_losses": 0.6931471824645996,
"epoch": 0.02,
"learning_rate": 8.333333333333333e-08,
"logits/chosen": -2.8462421894073486,
"logits/rejected": -2.8283610343933105,
"logps/chosen": -274.7393798828125,
"logps/rejected": -204.42575073242188,
"loss": 0.3624,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"debug/losses": 0.3810771703720093,
"debug/policy_weights": 0.5504893660545349,
"debug/raw_losses": 0.6920116543769836,
"epoch": 0.19,
"learning_rate": 4.911172937635942e-07,
"logits/chosen": -2.852349281311035,
"logits/rejected": -2.83735990524292,
"logps/chosen": -306.01458740234375,
"logps/rejected": -295.93804931640625,
"loss": 0.3763,
"rewards/accuracies": 0.4861111044883728,
"rewards/chosen": 0.0012468346394598484,
"rewards/margins": 0.0023373025469481945,
"rewards/rejected": -0.0010904677910730243,
"step": 10
},
{
"debug/losses": 0.3667130768299103,
"debug/policy_weights": 0.5492504835128784,
"debug/raw_losses": 0.6667538285255432,
"epoch": 0.38,
"learning_rate": 3.982949361823388e-07,
"logits/chosen": -2.8518126010894775,
"logits/rejected": -2.872077226638794,
"logps/chosen": -296.2869567871094,
"logps/rejected": -332.9769592285156,
"loss": 0.374,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.017367612570524216,
"rewards/margins": 0.05825704336166382,
"rewards/rejected": -0.04088941961526871,
"step": 20
},
{
"debug/losses": 0.35409680008888245,
"debug/policy_weights": 0.5632873177528381,
"debug/raw_losses": 0.6232098340988159,
"epoch": 0.57,
"learning_rate": 2.416462557480814e-07,
"logits/chosen": -2.824850559234619,
"logits/rejected": -2.8103976249694824,
"logps/chosen": -312.3518981933594,
"logps/rejected": -323.0265197753906,
"loss": 0.3551,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": 0.014037144370377064,
"rewards/margins": 0.1827748715877533,
"rewards/rejected": -0.1687377393245697,
"step": 30
},
{
"debug/losses": 0.34752941131591797,
"debug/policy_weights": 0.550245463848114,
"debug/raw_losses": 0.6313939690589905,
"epoch": 0.75,
"learning_rate": 8.859303711029939e-08,
"logits/chosen": -2.79345965385437,
"logits/rejected": -2.797208547592163,
"logps/chosen": -275.5638122558594,
"logps/rejected": -348.8089294433594,
"loss": 0.3454,
"rewards/accuracies": 0.6812499761581421,
"rewards/chosen": -0.0044286223128438,
"rewards/margins": 0.20287349820137024,
"rewards/rejected": -0.20730212330818176,
"step": 40
},
{
"debug/losses": 0.3295789361000061,
"debug/policy_weights": 0.5445331335067749,
"debug/raw_losses": 0.5927887558937073,
"epoch": 0.94,
"learning_rate": 5.009573740853313e-09,
"logits/chosen": -2.829876184463501,
"logits/rejected": -2.8419814109802246,
"logps/chosen": -307.4209899902344,
"logps/rejected": -348.12298583984375,
"loss": 0.3378,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.0008583018789067864,
"rewards/margins": 0.31627127528190613,
"rewards/rejected": -0.3154129683971405,
"step": 50
},
{
"epoch": 1.0,
"step": 53,
"total_flos": 0.0,
"train_loss": 0.3564033879424041,
"train_runtime": 425.1442,
"train_samples_per_second": 15.877,
"train_steps_per_second": 0.125
}
],
"logging_steps": 10,
"max_steps": 53,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"trial_name": null,
"trial_params": null
}