llmjp-13b-comp / trainer_state.json
nkmry's picture
Upload folder using huggingface_hub
075f9f2 verified
{
"best_metric": 1.3892344236373901,
"best_model_checkpoint": "matsuo-lab-llm-competition-ug9pb742/checkpoint-312",
"epoch": 3.0,
"eval_steps": 39,
"global_step": 390,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.07692307692307693,
"grad_norm": 0.41445887088775635,
"learning_rate": 6.2224e-05,
"loss": 1.6218,
"step": 10
},
{
"epoch": 0.15384615384615385,
"grad_norm": 0.7263110876083374,
"learning_rate": 6.058652631578948e-05,
"loss": 1.7018,
"step": 20
},
{
"epoch": 0.23076923076923078,
"grad_norm": 0.4063463509082794,
"learning_rate": 5.894905263157895e-05,
"loss": 1.6955,
"step": 30
},
{
"epoch": 0.3,
"eval_loss": 1.521242618560791,
"eval_runtime": 70.3814,
"eval_samples_per_second": 3.282,
"eval_steps_per_second": 0.412,
"step": 39
},
{
"epoch": 0.3076923076923077,
"grad_norm": 0.25590476393699646,
"learning_rate": 5.7311578947368427e-05,
"loss": 1.4888,
"step": 40
},
{
"epoch": 0.38461538461538464,
"grad_norm": 0.2585609257221222,
"learning_rate": 5.56741052631579e-05,
"loss": 1.4528,
"step": 50
},
{
"epoch": 0.46153846153846156,
"grad_norm": 0.3065848648548126,
"learning_rate": 5.4036631578947374e-05,
"loss": 1.5525,
"step": 60
},
{
"epoch": 0.5384615384615384,
"grad_norm": 0.2731223404407501,
"learning_rate": 5.239915789473685e-05,
"loss": 1.4864,
"step": 70
},
{
"epoch": 0.6,
"eval_loss": 1.4685145616531372,
"eval_runtime": 70.0638,
"eval_samples_per_second": 3.297,
"eval_steps_per_second": 0.414,
"step": 78
},
{
"epoch": 0.6153846153846154,
"grad_norm": 0.3084161579608917,
"learning_rate": 5.076168421052632e-05,
"loss": 1.3792,
"step": 80
},
{
"epoch": 0.6923076923076923,
"grad_norm": 0.3827728033065796,
"learning_rate": 4.9124210526315794e-05,
"loss": 1.5268,
"step": 90
},
{
"epoch": 0.7692307692307693,
"grad_norm": 0.3320125937461853,
"learning_rate": 4.748673684210527e-05,
"loss": 1.5606,
"step": 100
},
{
"epoch": 0.8461538461538461,
"grad_norm": 0.386620432138443,
"learning_rate": 4.584926315789474e-05,
"loss": 1.3499,
"step": 110
},
{
"epoch": 0.9,
"eval_loss": 1.4356176853179932,
"eval_runtime": 70.0699,
"eval_samples_per_second": 3.297,
"eval_steps_per_second": 0.414,
"step": 117
},
{
"epoch": 0.9230769230769231,
"grad_norm": 0.48299941420555115,
"learning_rate": 4.4211789473684215e-05,
"loss": 1.4698,
"step": 120
},
{
"epoch": 1.0,
"grad_norm": 0.6564630270004272,
"learning_rate": 4.257431578947369e-05,
"loss": 1.6282,
"step": 130
},
{
"epoch": 1.0769230769230769,
"grad_norm": 0.34602901339530945,
"learning_rate": 4.093684210526316e-05,
"loss": 1.3008,
"step": 140
},
{
"epoch": 1.1538461538461537,
"grad_norm": 0.45014750957489014,
"learning_rate": 3.9299368421052635e-05,
"loss": 1.4049,
"step": 150
},
{
"epoch": 1.2,
"eval_loss": 1.4226655960083008,
"eval_runtime": 70.033,
"eval_samples_per_second": 3.298,
"eval_steps_per_second": 0.414,
"step": 156
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.5505159497261047,
"learning_rate": 3.766189473684211e-05,
"loss": 1.5217,
"step": 160
},
{
"epoch": 1.3076923076923077,
"grad_norm": 0.4141960144042969,
"learning_rate": 3.602442105263158e-05,
"loss": 1.2895,
"step": 170
},
{
"epoch": 1.3846153846153846,
"grad_norm": 0.4828188717365265,
"learning_rate": 3.4386947368421056e-05,
"loss": 1.3107,
"step": 180
},
{
"epoch": 1.4615384615384617,
"grad_norm": 0.5664470195770264,
"learning_rate": 3.274947368421053e-05,
"loss": 1.4455,
"step": 190
},
{
"epoch": 1.5,
"eval_loss": 1.413093090057373,
"eval_runtime": 69.9748,
"eval_samples_per_second": 3.301,
"eval_steps_per_second": 0.414,
"step": 195
},
{
"epoch": 1.5384615384615383,
"grad_norm": 0.46674856543540955,
"learning_rate": 3.1112e-05,
"loss": 1.3529,
"step": 200
},
{
"epoch": 1.6153846153846154,
"grad_norm": 0.5345956683158875,
"learning_rate": 2.9474526315789477e-05,
"loss": 1.2989,
"step": 210
},
{
"epoch": 1.6923076923076923,
"grad_norm": 0.6872637271881104,
"learning_rate": 2.783705263157895e-05,
"loss": 1.4185,
"step": 220
},
{
"epoch": 1.7692307692307692,
"grad_norm": 0.49507564306259155,
"learning_rate": 2.6199578947368424e-05,
"loss": 1.4658,
"step": 230
},
{
"epoch": 1.8,
"eval_loss": 1.4004093408584595,
"eval_runtime": 69.6383,
"eval_samples_per_second": 3.317,
"eval_steps_per_second": 0.416,
"step": 234
},
{
"epoch": 1.8461538461538463,
"grad_norm": 0.5477748513221741,
"learning_rate": 2.4562105263157897e-05,
"loss": 1.2469,
"step": 240
},
{
"epoch": 1.9230769230769231,
"grad_norm": 0.6340446472167969,
"learning_rate": 2.292463157894737e-05,
"loss": 1.3764,
"step": 250
},
{
"epoch": 2.0,
"grad_norm": 1.1060491800308228,
"learning_rate": 2.1287157894736844e-05,
"loss": 1.4648,
"step": 260
},
{
"epoch": 2.076923076923077,
"grad_norm": 0.5065295100212097,
"learning_rate": 1.9649684210526318e-05,
"loss": 1.196,
"step": 270
},
{
"epoch": 2.1,
"eval_loss": 1.3942419290542603,
"eval_runtime": 70.0887,
"eval_samples_per_second": 3.296,
"eval_steps_per_second": 0.414,
"step": 273
},
{
"epoch": 2.1538461538461537,
"grad_norm": 0.6876117587089539,
"learning_rate": 1.801221052631579e-05,
"loss": 1.3281,
"step": 280
},
{
"epoch": 2.230769230769231,
"grad_norm": 0.7879146337509155,
"learning_rate": 1.6374736842105265e-05,
"loss": 1.4138,
"step": 290
},
{
"epoch": 2.3076923076923075,
"grad_norm": 0.6207026839256287,
"learning_rate": 1.4737263157894738e-05,
"loss": 1.203,
"step": 300
},
{
"epoch": 2.3846153846153846,
"grad_norm": 0.6773239374160767,
"learning_rate": 1.3099789473684212e-05,
"loss": 1.2431,
"step": 310
},
{
"epoch": 2.4,
"eval_loss": 1.3892344236373901,
"eval_runtime": 70.3067,
"eval_samples_per_second": 3.286,
"eval_steps_per_second": 0.412,
"step": 312
},
{
"epoch": 2.4615384615384617,
"grad_norm": 0.8685129880905151,
"learning_rate": 1.1462315789473685e-05,
"loss": 1.3195,
"step": 320
},
{
"epoch": 2.5384615384615383,
"grad_norm": 0.5892221927642822,
"learning_rate": 9.824842105263159e-06,
"loss": 1.3394,
"step": 330
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.7276835441589355,
"learning_rate": 8.187368421052632e-06,
"loss": 1.2584,
"step": 340
},
{
"epoch": 2.6923076923076925,
"grad_norm": 0.8118067979812622,
"learning_rate": 6.549894736842106e-06,
"loss": 1.3422,
"step": 350
},
{
"epoch": 2.7,
"eval_loss": 1.3936101198196411,
"eval_runtime": 70.3959,
"eval_samples_per_second": 3.281,
"eval_steps_per_second": 0.412,
"step": 351
},
{
"epoch": 2.769230769230769,
"grad_norm": 0.7172791957855225,
"learning_rate": 4.912421052631579e-06,
"loss": 1.3558,
"step": 360
},
{
"epoch": 2.8461538461538463,
"grad_norm": 0.7048629522323608,
"learning_rate": 3.274947368421053e-06,
"loss": 1.1974,
"step": 370
},
{
"epoch": 2.9230769230769234,
"grad_norm": 0.763253927230835,
"learning_rate": 1.6374736842105265e-06,
"loss": 1.3164,
"step": 380
},
{
"epoch": 3.0,
"grad_norm": 1.4231680631637573,
"learning_rate": 0.0,
"loss": 1.3841,
"step": 390
},
{
"epoch": 3.0,
"eval_loss": 1.3893393278121948,
"eval_runtime": 70.0743,
"eval_samples_per_second": 3.297,
"eval_steps_per_second": 0.414,
"step": 390
}
],
"logging_steps": 10,
"max_steps": 390,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 39,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.9017979426870272e+17,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}