zephyr-7b-gemma-dpo / trainer_state.json
chrlu's picture
Model save
792bab4 verified
raw
history blame
7.08 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.971563981042654,
"eval_steps": 100,
"global_step": 104,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.018957345971563982,
"grad_norm": 132.15360444004384,
"learning_rate": 4.545454545454545e-08,
"logits/chosen": 117.53560638427734,
"logits/rejected": 126.8960952758789,
"logps/chosen": -335.40118408203125,
"logps/rejected": -439.16552734375,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.1895734597156398,
"grad_norm": 132.3674027987073,
"learning_rate": 4.545454545454545e-07,
"logits/chosen": 135.01699829101562,
"logits/rejected": 138.37664794921875,
"logps/chosen": -396.05718994140625,
"logps/rejected": -439.1203918457031,
"loss": 0.7127,
"rewards/accuracies": 0.4583333432674408,
"rewards/chosen": -0.0030322629027068615,
"rewards/margins": -0.013390823267400265,
"rewards/rejected": 0.010358559899032116,
"step": 10
},
{
"epoch": 0.3791469194312796,
"grad_norm": 131.21733523095625,
"learning_rate": 4.885348141000122e-07,
"logits/chosen": 121.60444641113281,
"logits/rejected": 125.29842376708984,
"logps/chosen": -370.2664489746094,
"logps/rejected": -422.78851318359375,
"loss": 0.6459,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": 0.10727670043706894,
"rewards/margins": 0.247134730219841,
"rewards/rejected": -0.13985800743103027,
"step": 20
},
{
"epoch": 0.5687203791469194,
"grad_norm": 117.90232463642135,
"learning_rate": 4.5025027361734613e-07,
"logits/chosen": 142.974853515625,
"logits/rejected": 136.52386474609375,
"logps/chosen": -424.7781677246094,
"logps/rejected": -469.64813232421875,
"loss": 0.5746,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": -1.6156466007232666,
"rewards/margins": 0.8666501045227051,
"rewards/rejected": -2.4822967052459717,
"step": 30
},
{
"epoch": 0.7582938388625592,
"grad_norm": 104.91283452119073,
"learning_rate": 3.893311157806091e-07,
"logits/chosen": 126.9936752319336,
"logits/rejected": 115.53365325927734,
"logps/chosen": -399.81353759765625,
"logps/rejected": -426.99853515625,
"loss": 0.5456,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -2.2809689044952393,
"rewards/margins": 1.1751956939697266,
"rewards/rejected": -3.456164598464966,
"step": 40
},
{
"epoch": 0.9478672985781991,
"grad_norm": 123.57780236639618,
"learning_rate": 3.126631330646801e-07,
"logits/chosen": 142.1190643310547,
"logits/rejected": 146.2515411376953,
"logps/chosen": -456.97979736328125,
"logps/rejected": -540.1392822265625,
"loss": 0.489,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": -1.891798734664917,
"rewards/margins": 1.2988468408584595,
"rewards/rejected": -3.190645456314087,
"step": 50
},
{
"epoch": 1.1374407582938388,
"grad_norm": 67.1680971334559,
"learning_rate": 2.2891223348923882e-07,
"logits/chosen": 133.56114196777344,
"logits/rejected": 137.20738220214844,
"logps/chosen": -449.55303955078125,
"logps/rejected": -534.8367919921875,
"loss": 0.3117,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -2.5773684978485107,
"rewards/margins": 2.346193790435791,
"rewards/rejected": -4.923562049865723,
"step": 60
},
{
"epoch": 1.3270142180094786,
"grad_norm": 48.54475300946312,
"learning_rate": 1.4754491880085317e-07,
"logits/chosen": 125.71492004394531,
"logits/rejected": 127.68719482421875,
"logps/chosen": -426.90228271484375,
"logps/rejected": -528.0679321289062,
"loss": 0.195,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": -2.9879212379455566,
"rewards/margins": 2.7397806644439697,
"rewards/rejected": -5.727701663970947,
"step": 70
},
{
"epoch": 1.5165876777251186,
"grad_norm": 55.371866892062,
"learning_rate": 7.775827023107834e-08,
"logits/chosen": 111.7248306274414,
"logits/rejected": 128.3420867919922,
"logps/chosen": -427.53106689453125,
"logps/rejected": -546.7640991210938,
"loss": 0.1651,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": -3.693999767303467,
"rewards/margins": 2.9823195934295654,
"rewards/rejected": -6.676319122314453,
"step": 80
},
{
"epoch": 1.7061611374407581,
"grad_norm": 40.99464664899818,
"learning_rate": 2.7440387297912122e-08,
"logits/chosen": 110.8941879272461,
"logits/rejected": 123.70848083496094,
"logps/chosen": -457.2183532714844,
"logps/rejected": -575.8634033203125,
"loss": 0.1557,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": -3.5393664836883545,
"rewards/margins": 3.369715929031372,
"rewards/rejected": -6.909082889556885,
"step": 90
},
{
"epoch": 1.8957345971563981,
"grad_norm": 45.385328063823785,
"learning_rate": 2.27878296044029e-09,
"logits/chosen": 117.1551284790039,
"logits/rejected": 117.0487060546875,
"logps/chosen": -446.9934997558594,
"logps/rejected": -541.2728881835938,
"loss": 0.1585,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": -3.250919818878174,
"rewards/margins": 2.9745240211486816,
"rewards/rejected": -6.2254438400268555,
"step": 100
},
{
"epoch": 1.8957345971563981,
"eval_logits/chosen": 96.73149871826172,
"eval_logits/rejected": 91.1323013305664,
"eval_logps/chosen": -446.253662109375,
"eval_logps/rejected": -476.3663635253906,
"eval_loss": 0.46732592582702637,
"eval_rewards/accuracies": 0.6979166865348816,
"eval_rewards/chosen": -4.1292724609375,
"eval_rewards/margins": 1.5854991674423218,
"eval_rewards/rejected": -5.714771270751953,
"eval_runtime": 120.4793,
"eval_samples_per_second": 6.225,
"eval_steps_per_second": 0.199,
"step": 100
},
{
"epoch": 1.971563981042654,
"step": 104,
"total_flos": 0.0,
"train_loss": 0.39153398688022906,
"train_runtime": 2311.0387,
"train_samples_per_second": 5.842,
"train_steps_per_second": 0.045
}
],
"logging_steps": 10,
"max_steps": 104,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 500,
"total_flos": 0.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}