zephyr-7b-dpo-full / trainer_state.json
RikkiXu's picture
Model save
796b25f verified
raw history blame
No virus
8.88 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9983361064891847,
"eval_steps": 500,
"global_step": 150,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"grad_norm": 1142.1729750161728,
"learning_rate": 6.666666666666666e-10,
"logits/chosen": -4.106247425079346,
"logits/rejected": -4.200438499450684,
"logps/chosen": -382.81439208984375,
"logps/rejected": -357.65960693359375,
"loss": 0.685,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.07,
"grad_norm": 1162.0154294843069,
"learning_rate": 6.666666666666667e-09,
"logits/chosen": -4.2175726890563965,
"logits/rejected": -4.321321487426758,
"logps/chosen": -334.61383056640625,
"logps/rejected": -313.4597473144531,
"loss": 0.7288,
"rewards/accuracies": 0.4756944477558136,
"rewards/chosen": -0.016012493520975113,
"rewards/margins": 0.006440857890993357,
"rewards/rejected": -0.022453350946307182,
"step": 10
},
{
"epoch": 0.13,
"grad_norm": 1254.20259356522,
"learning_rate": 9.966191788709716e-09,
"logits/chosen": -4.266871452331543,
"logits/rejected": -4.419375896453857,
"logps/chosen": -313.91156005859375,
"logps/rejected": -288.8208923339844,
"loss": 0.7239,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": 0.0004551798047032207,
"rewards/margins": 0.007867029868066311,
"rewards/rejected": -0.0074118501506745815,
"step": 20
},
{
"epoch": 0.2,
"grad_norm": 1168.2123312853032,
"learning_rate": 9.698463103929542e-09,
"logits/chosen": -4.302128791809082,
"logits/rejected": -4.365870475769043,
"logps/chosen": -308.2377014160156,
"logps/rejected": -285.6295471191406,
"loss": 0.7344,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": 0.019400831311941147,
"rewards/margins": 0.019786948338150978,
"rewards/rejected": -0.0003861159202642739,
"step": 30
},
{
"epoch": 0.27,
"grad_norm": 1099.047513823573,
"learning_rate": 9.177439057064682e-09,
"logits/chosen": -4.187483310699463,
"logits/rejected": -4.270766735076904,
"logps/chosen": -332.38433837890625,
"logps/rejected": -307.4942321777344,
"loss": 0.7115,
"rewards/accuracies": 0.5406249761581421,
"rewards/chosen": 0.0541040301322937,
"rewards/margins": 0.07320869714021683,
"rewards/rejected": -0.01910465955734253,
"step": 40
},
{
"epoch": 0.33,
"grad_norm": 1141.2520247434832,
"learning_rate": 8.431208189343668e-09,
"logits/chosen": -4.198305606842041,
"logits/rejected": -4.367269992828369,
"logps/chosen": -333.6199645996094,
"logps/rejected": -308.95989990234375,
"loss": 0.7163,
"rewards/accuracies": 0.4906249940395355,
"rewards/chosen": 0.06264184415340424,
"rewards/margins": -0.024443484842777252,
"rewards/rejected": 0.08708532154560089,
"step": 50
},
{
"epoch": 0.4,
"grad_norm": 1099.3679350302498,
"learning_rate": 7.500000000000001e-09,
"logits/chosen": -4.187924385070801,
"logits/rejected": -4.2703022956848145,
"logps/chosen": -323.7719421386719,
"logps/rejected": -308.23748779296875,
"loss": 0.7118,
"rewards/accuracies": 0.515625,
"rewards/chosen": 0.11530591547489166,
"rewards/margins": 0.03647974878549576,
"rewards/rejected": 0.07882615178823471,
"step": 60
},
{
"epoch": 0.47,
"grad_norm": 1096.6613245075011,
"learning_rate": 6.434016163555451e-09,
"logits/chosen": -4.1484785079956055,
"logits/rejected": -4.303661346435547,
"logps/chosen": -344.68658447265625,
"logps/rejected": -314.47064208984375,
"loss": 0.6973,
"rewards/accuracies": 0.5625,
"rewards/chosen": 0.1820925623178482,
"rewards/margins": 0.10691970586776733,
"rewards/rejected": 0.07517284899950027,
"step": 70
},
{
"epoch": 0.53,
"grad_norm": 1050.1170453783911,
"learning_rate": 5.290724144552379e-09,
"logits/chosen": -4.223504543304443,
"logits/rejected": -4.3897480964660645,
"logps/chosen": -334.43511962890625,
"logps/rejected": -305.484375,
"loss": 0.6912,
"rewards/accuracies": 0.559374988079071,
"rewards/chosen": 0.20204909145832062,
"rewards/margins": 0.08096315711736679,
"rewards/rejected": 0.12108592689037323,
"step": 80
},
{
"epoch": 0.6,
"grad_norm": 1080.8957995779926,
"learning_rate": 4.131759111665349e-09,
"logits/chosen": -4.228762626647949,
"logits/rejected": -4.349400997161865,
"logps/chosen": -327.1580810546875,
"logps/rejected": -307.87689208984375,
"loss": 0.674,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.24468111991882324,
"rewards/margins": 0.05739554762840271,
"rewards/rejected": 0.18728554248809814,
"step": 90
},
{
"epoch": 0.67,
"grad_norm": 1086.0982504773885,
"learning_rate": 3.0196011698042157e-09,
"logits/chosen": -4.210589408874512,
"logits/rejected": -4.420603275299072,
"logps/chosen": -320.5531311035156,
"logps/rejected": -289.7651062011719,
"loss": 0.6799,
"rewards/accuracies": 0.578125,
"rewards/chosen": 0.2572989761829376,
"rewards/margins": 0.10579316318035126,
"rewards/rejected": 0.15150579810142517,
"step": 100
},
{
"epoch": 0.73,
"grad_norm": 1114.0041176823654,
"learning_rate": 2.0142070414860704e-09,
"logits/chosen": -4.225996971130371,
"logits/rejected": -4.2789506912231445,
"logps/chosen": -314.6085205078125,
"logps/rejected": -303.3541564941406,
"loss": 0.6851,
"rewards/accuracies": 0.546875,
"rewards/chosen": 0.27688390016555786,
"rewards/margins": 0.041596584022045135,
"rewards/rejected": 0.23528733849525452,
"step": 110
},
{
"epoch": 0.8,
"grad_norm": 1097.8240578626694,
"learning_rate": 1.1697777844051105e-09,
"logits/chosen": -4.1503801345825195,
"logits/rejected": -4.306635856628418,
"logps/chosen": -338.7808837890625,
"logps/rejected": -313.2768249511719,
"loss": 0.6758,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": 0.3373282849788666,
"rewards/margins": 0.1483292281627655,
"rewards/rejected": 0.18899908661842346,
"step": 120
},
{
"epoch": 0.87,
"grad_norm": 1113.3294478605874,
"learning_rate": 5.318367983829391e-10,
"logits/chosen": -4.178295135498047,
"logits/rejected": -4.3724284172058105,
"logps/chosen": -323.9390563964844,
"logps/rejected": -304.91119384765625,
"loss": 0.6643,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": 0.340619832277298,
"rewards/margins": 0.12920674681663513,
"rewards/rejected": 0.21141307055950165,
"step": 130
},
{
"epoch": 0.93,
"grad_norm": 1112.5811910392042,
"learning_rate": 1.3477564710088098e-10,
"logits/chosen": -4.293918609619141,
"logits/rejected": -4.359633445739746,
"logps/chosen": -307.56317138671875,
"logps/rejected": -297.0579833984375,
"loss": 0.6697,
"rewards/accuracies": 0.596875011920929,
"rewards/chosen": 0.34358957409858704,
"rewards/margins": 0.11470258235931396,
"rewards/rejected": 0.22888696193695068,
"step": 140
},
{
"epoch": 1.0,
"grad_norm": 1082.9191655386894,
"learning_rate": 0.0,
"logits/chosen": -4.258730411529541,
"logits/rejected": -4.332475185394287,
"logps/chosen": -312.3280029296875,
"logps/rejected": -300.03082275390625,
"loss": 0.6661,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": 0.3249002993106842,
"rewards/margins": 0.10186745971441269,
"rewards/rejected": 0.2230328619480133,
"step": 150
},
{
"epoch": 1.0,
"step": 150,
"total_flos": 0.0,
"train_loss": 0.6950656716028849,
"train_runtime": 4446.5407,
"train_samples_per_second": 8.646,
"train_steps_per_second": 0.034
}
],
"logging_steps": 10,
"max_steps": 150,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}