htlou's picture
Upload folder using huggingface_hub
8ecd264 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.4925373134328357,
"eval_steps": 50,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.07462686567164178,
"grad_norm": 63.20117586062747,
"learning_rate": 5e-07,
"logits/chosen": -2.727349281311035,
"logits/rejected": -2.7335803508758545,
"logps/chosen": -270.8079833984375,
"logps/rejected": -222.7043914794922,
"loss": 0.6897,
"rewards/accuracies": 0.3187499940395355,
"rewards/chosen": 0.013827224262058735,
"rewards/margins": 0.000779601454269141,
"rewards/rejected": 0.013047623448073864,
"step": 5
},
{
"epoch": 0.14925373134328357,
"grad_norm": 50.76880252527562,
"learning_rate": 1e-06,
"logits/chosen": -2.686920166015625,
"logits/rejected": -2.6769723892211914,
"logps/chosen": -249.0262451171875,
"logps/rejected": -231.17623901367188,
"loss": 0.6468,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": 0.47842222452163696,
"rewards/margins": 0.08185982704162598,
"rewards/rejected": 0.396562397480011,
"step": 10
},
{
"epoch": 0.22388059701492538,
"grad_norm": 44.786597014715575,
"learning_rate": 9.983100718730718e-07,
"logits/chosen": -2.4991869926452637,
"logits/rejected": -2.519619941711426,
"logps/chosen": -257.5209045410156,
"logps/rejected": -217.60446166992188,
"loss": 0.645,
"rewards/accuracies": 0.668749988079071,
"rewards/chosen": 1.3132820129394531,
"rewards/margins": 0.6335776448249817,
"rewards/rejected": 0.6797044277191162,
"step": 15
},
{
"epoch": 0.29850746268656714,
"grad_norm": 88.88932587574585,
"learning_rate": 9.932517109205849e-07,
"logits/chosen": -2.3716320991516113,
"logits/rejected": -2.350722551345825,
"logps/chosen": -275.037353515625,
"logps/rejected": -229.4193878173828,
"loss": 0.639,
"rewards/accuracies": 0.668749988079071,
"rewards/chosen": 1.544551134109497,
"rewards/margins": 0.876867949962616,
"rewards/rejected": 0.6676831245422363,
"step": 20
},
{
"epoch": 0.373134328358209,
"grad_norm": 42.980070421826184,
"learning_rate": 9.848591102083375e-07,
"logits/chosen": -2.2988502979278564,
"logits/rejected": -2.288430690765381,
"logps/chosen": -244.6092987060547,
"logps/rejected": -221.5340118408203,
"loss": 0.617,
"rewards/accuracies": 0.6875,
"rewards/chosen": 1.3750474452972412,
"rewards/margins": 1.164804220199585,
"rewards/rejected": 0.21024329960346222,
"step": 25
},
{
"epoch": 0.44776119402985076,
"grad_norm": 37.576258990861845,
"learning_rate": 9.731890013043367e-07,
"logits/chosen": -2.3538706302642822,
"logits/rejected": -2.3402347564697266,
"logps/chosen": -244.2089080810547,
"logps/rejected": -220.82180786132812,
"loss": 0.5935,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": 1.0666203498840332,
"rewards/margins": 1.0009348392486572,
"rewards/rejected": 0.06568538397550583,
"step": 30
},
{
"epoch": 0.5223880597014925,
"grad_norm": 48.27486571141399,
"learning_rate": 9.583202707897073e-07,
"logits/chosen": -2.4315402507781982,
"logits/rejected": -2.4107561111450195,
"logps/chosen": -258.6941223144531,
"logps/rejected": -200.2947998046875,
"loss": 0.5815,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": 0.854897677898407,
"rewards/margins": 1.0769257545471191,
"rewards/rejected": -0.2220279723405838,
"step": 35
},
{
"epoch": 0.5970149253731343,
"grad_norm": 34.10499734328659,
"learning_rate": 9.403534270080829e-07,
"logits/chosen": -2.478212833404541,
"logits/rejected": -2.4579110145568848,
"logps/chosen": -247.2701416015625,
"logps/rejected": -204.61563110351562,
"loss": 0.5553,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": 0.8650096654891968,
"rewards/margins": 1.3998459577560425,
"rewards/rejected": -0.5348363518714905,
"step": 40
},
{
"epoch": 0.6716417910447762,
"grad_norm": 54.84196205672111,
"learning_rate": 9.19409920658098e-07,
"logits/chosen": -2.4562790393829346,
"logits/rejected": -2.406428575515747,
"logps/chosen": -251.5320587158203,
"logps/rejected": -196.53280639648438,
"loss": 0.6172,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": 0.724992573261261,
"rewards/margins": 0.909608006477356,
"rewards/rejected": -0.18461540341377258,
"step": 45
},
{
"epoch": 0.746268656716418,
"grad_norm": 44.60950151362463,
"learning_rate": 8.956313238215823e-07,
"logits/chosen": -2.429295063018799,
"logits/rejected": -2.4014017581939697,
"logps/chosen": -267.9967041015625,
"logps/rejected": -231.6461639404297,
"loss": 0.5811,
"rewards/accuracies": 0.71875,
"rewards/chosen": 1.032130241394043,
"rewards/margins": 1.233904242515564,
"rewards/rejected": -0.20177388191223145,
"step": 50
},
{
"epoch": 0.746268656716418,
"eval_logits/chosen": -2.379634141921997,
"eval_logits/rejected": -2.3887269496917725,
"eval_logps/chosen": -262.3047790527344,
"eval_logps/rejected": -217.30076599121094,
"eval_loss": 0.5699393153190613,
"eval_rewards/accuracies": 0.7333333492279053,
"eval_rewards/chosen": 0.5697149634361267,
"eval_rewards/margins": 1.181886076927185,
"eval_rewards/rejected": -0.6121711730957031,
"eval_runtime": 125.8925,
"eval_samples_per_second": 15.092,
"eval_steps_per_second": 0.238,
"step": 50
},
{
"epoch": 0.8208955223880597,
"grad_norm": 38.86022913172134,
"learning_rate": 8.691783729769873e-07,
"logits/chosen": -2.384519338607788,
"logits/rejected": -2.369540214538574,
"logps/chosen": -268.18524169921875,
"logps/rejected": -256.36614990234375,
"loss": 0.5328,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": 0.911398708820343,
"rewards/margins": 1.7182573080062866,
"rewards/rejected": -0.8068588376045227,
"step": 55
},
{
"epoch": 0.8955223880597015,
"grad_norm": 35.804216796075785,
"learning_rate": 8.402298824670029e-07,
"logits/chosen": -2.4195339679718018,
"logits/rejected": -2.3873202800750732,
"logps/chosen": -259.75775146484375,
"logps/rejected": -212.31201171875,
"loss": 0.533,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": 1.215578317642212,
"rewards/margins": 1.4803569316864014,
"rewards/rejected": -0.2647787034511566,
"step": 60
},
{
"epoch": 0.9701492537313433,
"grad_norm": 38.53205216239837,
"learning_rate": 8.089815357650089e-07,
"logits/chosen": -2.5004165172576904,
"logits/rejected": -2.459744930267334,
"logps/chosen": -245.0717315673828,
"logps/rejected": -219.3514862060547,
"loss": 0.5168,
"rewards/accuracies": 0.71875,
"rewards/chosen": 1.0596349239349365,
"rewards/margins": 1.2952834367752075,
"rewards/rejected": -0.23564846813678741,
"step": 65
},
{
"epoch": 1.044776119402985,
"grad_norm": 18.93894037354211,
"learning_rate": 7.756445627110522e-07,
"logits/chosen": -2.5253801345825195,
"logits/rejected": -2.498584032058716,
"logps/chosen": -256.0594482421875,
"logps/rejected": -230.0350799560547,
"loss": 0.3642,
"rewards/accuracies": 0.831250011920929,
"rewards/chosen": 1.1649268865585327,
"rewards/margins": 2.232837200164795,
"rewards/rejected": -1.067910075187683,
"step": 70
},
{
"epoch": 1.1194029850746268,
"grad_norm": 20.704224755579,
"learning_rate": 7.404443116588547e-07,
"logits/chosen": -2.500047206878662,
"logits/rejected": -2.477970838546753,
"logps/chosen": -232.2460479736328,
"logps/rejected": -218.29568481445312,
"loss": 0.2398,
"rewards/accuracies": 0.8812500238418579,
"rewards/chosen": 1.6713672876358032,
"rewards/margins": 2.5339531898498535,
"rewards/rejected": -0.8625856637954712,
"step": 75
},
{
"epoch": 1.1940298507462686,
"grad_norm": 18.90792590059534,
"learning_rate": 7.036187261857288e-07,
"logits/chosen": -2.4836063385009766,
"logits/rejected": -2.4460768699645996,
"logps/chosen": -245.5286407470703,
"logps/rejected": -243.6932830810547,
"loss": 0.2302,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 2.2828805446624756,
"rewards/margins": 3.4864933490753174,
"rewards/rejected": -1.2036125659942627,
"step": 80
},
{
"epoch": 1.2686567164179103,
"grad_norm": 20.90479576440656,
"learning_rate": 6.654167366624008e-07,
"logits/chosen": -2.427332878112793,
"logits/rejected": -2.425985813140869,
"logps/chosen": -233.1042938232422,
"logps/rejected": -215.51437377929688,
"loss": 0.2332,
"rewards/accuracies": 0.90625,
"rewards/chosen": 1.7251182794570923,
"rewards/margins": 3.2692294120788574,
"rewards/rejected": -1.5441116094589233,
"step": 85
},
{
"epoch": 1.3432835820895521,
"grad_norm": 23.387687179198938,
"learning_rate": 6.260965775552713e-07,
"logits/chosen": -2.4304587841033936,
"logits/rejected": -2.4162423610687256,
"logps/chosen": -247.0415802001953,
"logps/rejected": -230.84005737304688,
"loss": 0.253,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": 1.8513774871826172,
"rewards/margins": 3.377821445465088,
"rewards/rejected": -1.5264440774917603,
"step": 90
},
{
"epoch": 1.417910447761194,
"grad_norm": 25.290227374387985,
"learning_rate": 5.859240418356614e-07,
"logits/chosen": -2.4067845344543457,
"logits/rejected": -2.403015375137329,
"logps/chosen": -229.62283325195312,
"logps/rejected": -227.48825073242188,
"loss": 0.2631,
"rewards/accuracies": 0.90625,
"rewards/chosen": 1.354150652885437,
"rewards/margins": 3.5103206634521484,
"rewards/rejected": -2.156169891357422,
"step": 95
},
{
"epoch": 1.4925373134328357,
"grad_norm": 24.465863734128728,
"learning_rate": 5.451706842957421e-07,
"logits/chosen": -2.4527347087860107,
"logits/rejected": -2.454359292984009,
"logps/chosen": -250.5390625,
"logps/rejected": -231.2834930419922,
"loss": 0.2898,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": 2.1465234756469727,
"rewards/margins": 3.222960948944092,
"rewards/rejected": -1.076436996459961,
"step": 100
},
{
"epoch": 1.4925373134328357,
"eval_logits/chosen": -2.4716811180114746,
"eval_logits/rejected": -2.4747350215911865,
"eval_logps/chosen": -255.55557250976562,
"eval_logps/rejected": -216.7303009033203,
"eval_loss": 0.5633274912834167,
"eval_rewards/accuracies": 0.7583333253860474,
"eval_rewards/chosen": 1.2446327209472656,
"eval_rewards/margins": 1.799760103225708,
"eval_rewards/rejected": -0.5551272034645081,
"eval_runtime": 125.768,
"eval_samples_per_second": 15.107,
"eval_steps_per_second": 0.239,
"step": 100
}
],
"logging_steps": 5,
"max_steps": 201,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1178822762299392.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}