taicheng's picture
Model save
40e83e7 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 100,
"global_step": 96,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.010416666666666666,
"grad_norm": 178.77286563875307,
"learning_rate": 1.7600461536419332e-08,
"logits/chosen": -2.590585231781006,
"logits/rejected": -2.5664222240448,
"logps/chosen": -80.29847717285156,
"logps/rejected": -53.10200881958008,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.10416666666666667,
"grad_norm": 160.97877202778918,
"learning_rate": 1.760046153641933e-07,
"logits/chosen": -2.555966377258301,
"logits/rejected": -2.5380208492279053,
"logps/chosen": -87.92900848388672,
"logps/rejected": -81.04818725585938,
"loss": 0.6931,
"rewards/accuracies": 0.2013888955116272,
"rewards/chosen": -0.0037568057887256145,
"rewards/margins": -0.0011305783409625292,
"rewards/rejected": -0.0026262274477630854,
"step": 10
},
{
"epoch": 0.20833333333333334,
"grad_norm": 135.4750421201187,
"learning_rate": 1.671668693916127e-07,
"logits/chosen": -2.6140284538269043,
"logits/rejected": -2.5652213096618652,
"logps/chosen": -103.2249755859375,
"logps/rejected": -89.80636596679688,
"loss": 0.6837,
"rewards/accuracies": 0.3375000059604645,
"rewards/chosen": 0.0341915600001812,
"rewards/margins": 0.01302550919353962,
"rewards/rejected": 0.021166052669286728,
"step": 20
},
{
"epoch": 0.3125,
"grad_norm": 183.23637457075452,
"learning_rate": 1.5832912341903208e-07,
"logits/chosen": -2.518775701522827,
"logits/rejected": -2.5330777168273926,
"logps/chosen": -67.13838958740234,
"logps/rejected": -74.79261779785156,
"loss": 0.6768,
"rewards/accuracies": 0.3062500059604645,
"rewards/chosen": 0.08110855519771576,
"rewards/margins": 0.044944558292627335,
"rewards/rejected": 0.036163996905088425,
"step": 30
},
{
"epoch": 0.4166666666666667,
"grad_norm": 117.61800068052908,
"learning_rate": 1.4949137744645144e-07,
"logits/chosen": -2.5774178504943848,
"logits/rejected": -2.5653040409088135,
"logps/chosen": -71.62496948242188,
"logps/rejected": -70.44197082519531,
"loss": 0.6712,
"rewards/accuracies": 0.26875001192092896,
"rewards/chosen": 0.14154085516929626,
"rewards/margins": 0.06791118532419205,
"rewards/rejected": 0.07362965494394302,
"step": 40
},
{
"epoch": 0.5208333333333334,
"grad_norm": 134.94145476491178,
"learning_rate": 1.4065363147387083e-07,
"logits/chosen": -2.491271495819092,
"logits/rejected": -2.503357410430908,
"logps/chosen": -50.327152252197266,
"logps/rejected": -58.57765579223633,
"loss": 0.6631,
"rewards/accuracies": 0.23125000298023224,
"rewards/chosen": 0.15576013922691345,
"rewards/margins": 0.0658084824681282,
"rewards/rejected": 0.08995168656110764,
"step": 50
},
{
"epoch": 0.625,
"grad_norm": 132.63437591048415,
"learning_rate": 1.3181588550129022e-07,
"logits/chosen": -2.5763726234436035,
"logits/rejected": -2.557838201522827,
"logps/chosen": -78.12178039550781,
"logps/rejected": -78.89440155029297,
"loss": 0.6587,
"rewards/accuracies": 0.32499998807907104,
"rewards/chosen": 0.25709980726242065,
"rewards/margins": 0.1368531435728073,
"rewards/rejected": 0.12024664878845215,
"step": 60
},
{
"epoch": 0.7291666666666666,
"grad_norm": 131.450312242274,
"learning_rate": 1.229781395287096e-07,
"logits/chosen": -2.5564064979553223,
"logits/rejected": -2.5472121238708496,
"logps/chosen": -94.9344253540039,
"logps/rejected": -84.7915267944336,
"loss": 0.6471,
"rewards/accuracies": 0.3499999940395355,
"rewards/chosen": 0.3827608525753021,
"rewards/margins": 0.20402593910694122,
"rewards/rejected": 0.1787349283695221,
"step": 70
},
{
"epoch": 0.8333333333333334,
"grad_norm": 204.1138249065331,
"learning_rate": 1.1414039355612898e-07,
"logits/chosen": -2.5576930046081543,
"logits/rejected": -2.5041146278381348,
"logps/chosen": -84.25480651855469,
"logps/rejected": -78.98388671875,
"loss": 0.6283,
"rewards/accuracies": 0.4000000059604645,
"rewards/chosen": 0.37731510400772095,
"rewards/margins": 0.2691493034362793,
"rewards/rejected": 0.10816575586795807,
"step": 80
},
{
"epoch": 0.9375,
"grad_norm": 173.37555247860905,
"learning_rate": 1.0530264758354837e-07,
"logits/chosen": -2.4902758598327637,
"logits/rejected": -2.484860420227051,
"logps/chosen": -53.16009521484375,
"logps/rejected": -63.27381134033203,
"loss": 0.6453,
"rewards/accuracies": 0.26875001192092896,
"rewards/chosen": 0.2224617451429367,
"rewards/margins": 0.16971835494041443,
"rewards/rejected": 0.052743397653102875,
"step": 90
},
{
"epoch": 1.0,
"step": 96,
"total_flos": 0.0,
"train_loss": 0.6600211213032404,
"train_runtime": 962.6608,
"train_samples_per_second": 6.35,
"train_steps_per_second": 0.1
}
],
"logging_steps": 10,
"max_steps": 96,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}