BackTrack_1e-5_SFT_5e-7_DPO / trainer_state.json
zycheiheihei's picture
Upload folder using huggingface_hub
2dcd8d8 verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 63,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.16,
"grad_norm": 132.26618246689608,
"learning_rate": 4.984280524733107e-07,
"logits/chosen": -0.8294057250022888,
"logits/rejected": -1.354197382926941,
"logps/chosen": -33.951271057128906,
"logps/rejected": -229.11785888671875,
"loss": 0.6625,
"rewards/accuracies": 0.4937499761581421,
"rewards/chosen": 0.003963456489145756,
"rewards/margins": 0.09601181745529175,
"rewards/rejected": -0.09204836189746857,
"step": 10
},
{
"epoch": 0.32,
"grad_norm": 38.476627705158,
"learning_rate": 4.4545787061700746e-07,
"logits/chosen": -0.7441146969795227,
"logits/rejected": -1.32632315158844,
"logps/chosen": -33.42034912109375,
"logps/rejected": -304.5281677246094,
"loss": 0.3492,
"rewards/accuracies": 0.8437500596046448,
"rewards/chosen": -0.023549042642116547,
"rewards/margins": 2.2787868976593018,
"rewards/rejected": -2.3023359775543213,
"step": 20
},
{
"epoch": 0.48,
"grad_norm": 30.725862184836895,
"learning_rate": 3.325697654887918e-07,
"logits/chosen": -0.6691964268684387,
"logits/rejected": -1.2474281787872314,
"logps/chosen": -34.52278137207031,
"logps/rejected": -312.0245666503906,
"loss": 0.2683,
"rewards/accuracies": 0.9781250357627869,
"rewards/chosen": -0.27767491340637207,
"rewards/margins": 5.5489301681518555,
"rewards/rejected": -5.826605796813965,
"step": 30
},
{
"epoch": 0.64,
"grad_norm": 14.314762288047737,
"learning_rate": 1.9436976651092142e-07,
"logits/chosen": -0.6005232334136963,
"logits/rejected": -1.1803635358810425,
"logps/chosen": -43.08976745605469,
"logps/rejected": -356.63897705078125,
"loss": 0.1523,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.0808709859848022,
"rewards/margins": 8.968171119689941,
"rewards/rejected": -10.049041748046875,
"step": 40
},
{
"epoch": 0.8,
"grad_norm": 14.835498346670336,
"learning_rate": 7.322330470336313e-08,
"logits/chosen": -0.5658006072044373,
"logits/rejected": -1.1364529132843018,
"logps/chosen": -47.95671081542969,
"logps/rejected": -367.29815673828125,
"loss": 0.1166,
"rewards/accuracies": 0.9906249642372131,
"rewards/chosen": -1.539947748184204,
"rewards/margins": 9.938979148864746,
"rewards/rejected": -11.478927612304688,
"step": 50
},
{
"epoch": 0.96,
"grad_norm": 17.492078534272487,
"learning_rate": 6.268021954544095e-09,
"logits/chosen": -0.5260172486305237,
"logits/rejected": -1.1272974014282227,
"logps/chosen": -50.922725677490234,
"logps/rejected": -387.16107177734375,
"loss": 0.0769,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.94655179977417,
"rewards/margins": 11.078328132629395,
"rewards/rejected": -13.024880409240723,
"step": 60
},
{
"epoch": 1.0,
"step": 63,
"total_flos": 6808570429440.0,
"train_loss": 0.26195360412673346,
"train_runtime": 1524.2794,
"train_samples_per_second": 1.312,
"train_steps_per_second": 0.041
}
],
"logging_steps": 10,
"max_steps": 63,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 6808570429440.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}