aseratus1's picture
Training in progress, step 450, checkpoint
c154f9f verified
raw
history blame
9.62 kB
{
"best_metric": 0.53005450963974,
"best_model_checkpoint": "miner_id_24/checkpoint-450",
"epoch": 0.17061611374407584,
"eval_steps": 150,
"global_step": 450,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0003791469194312796,
"eval_loss": 1.7795168161392212,
"eval_runtime": 209.8549,
"eval_samples_per_second": 21.167,
"eval_steps_per_second": 5.294,
"step": 1
},
{
"epoch": 0.0037914691943127963,
"grad_norm": 2.3918707370758057,
"learning_rate": 2e-05,
"loss": 2.1878,
"step": 10
},
{
"epoch": 0.007582938388625593,
"grad_norm": 1.775721788406372,
"learning_rate": 4e-05,
"loss": 1.257,
"step": 20
},
{
"epoch": 0.011374407582938388,
"grad_norm": 1.3155328035354614,
"learning_rate": 6e-05,
"loss": 0.7683,
"step": 30
},
{
"epoch": 0.015165876777251185,
"grad_norm": 1.3514695167541504,
"learning_rate": 8e-05,
"loss": 0.5549,
"step": 40
},
{
"epoch": 0.018957345971563982,
"grad_norm": 1.1452535390853882,
"learning_rate": 0.0001,
"loss": 0.3957,
"step": 50
},
{
"epoch": 0.022748815165876776,
"grad_norm": 1.4056144952774048,
"learning_rate": 9.999631611658893e-05,
"loss": 1.3166,
"step": 60
},
{
"epoch": 0.026540284360189573,
"grad_norm": 1.0476895570755005,
"learning_rate": 9.998526500919558e-05,
"loss": 0.6856,
"step": 70
},
{
"epoch": 0.03033175355450237,
"grad_norm": 1.057721495628357,
"learning_rate": 9.996684830625961e-05,
"loss": 0.5876,
"step": 80
},
{
"epoch": 0.034123222748815164,
"grad_norm": 0.8883450627326965,
"learning_rate": 9.99410687215805e-05,
"loss": 0.5092,
"step": 90
},
{
"epoch": 0.037914691943127965,
"grad_norm": 1.0792176723480225,
"learning_rate": 9.990793005391757e-05,
"loss": 0.3727,
"step": 100
},
{
"epoch": 0.04170616113744076,
"grad_norm": 0.9899026155471802,
"learning_rate": 9.986743718643037e-05,
"loss": 1.0962,
"step": 110
},
{
"epoch": 0.04549763033175355,
"grad_norm": 0.9852607250213623,
"learning_rate": 9.981959608595904e-05,
"loss": 0.6074,
"step": 120
},
{
"epoch": 0.04928909952606635,
"grad_norm": 0.8935758471488953,
"learning_rate": 9.976441380214499e-05,
"loss": 0.5443,
"step": 130
},
{
"epoch": 0.05308056872037915,
"grad_norm": 0.8601885437965393,
"learning_rate": 9.970189846639224e-05,
"loss": 0.4588,
"step": 140
},
{
"epoch": 0.05687203791469194,
"grad_norm": 0.8278557658195496,
"learning_rate": 9.963205929066912e-05,
"loss": 0.3571,
"step": 150
},
{
"epoch": 0.05687203791469194,
"eval_loss": 0.6163225173950195,
"eval_runtime": 211.3771,
"eval_samples_per_second": 21.015,
"eval_steps_per_second": 5.256,
"step": 150
},
{
"epoch": 0.06066350710900474,
"grad_norm": 0.9639042019844055,
"learning_rate": 9.955490656615086e-05,
"loss": 0.9907,
"step": 160
},
{
"epoch": 0.06445497630331753,
"grad_norm": 1.0571763515472412,
"learning_rate": 9.947045166170315e-05,
"loss": 0.6059,
"step": 170
},
{
"epoch": 0.06824644549763033,
"grad_norm": 0.8203420639038086,
"learning_rate": 9.937870702220684e-05,
"loss": 0.5407,
"step": 180
},
{
"epoch": 0.07203791469194312,
"grad_norm": 0.7809204459190369,
"learning_rate": 9.927968616672416e-05,
"loss": 0.4592,
"step": 190
},
{
"epoch": 0.07582938388625593,
"grad_norm": 0.6434981226921082,
"learning_rate": 9.917340368650657e-05,
"loss": 0.3295,
"step": 200
},
{
"epoch": 0.07962085308056872,
"grad_norm": 0.8934921026229858,
"learning_rate": 9.905987524284471e-05,
"loss": 0.9521,
"step": 210
},
{
"epoch": 0.08341232227488152,
"grad_norm": 0.8254252672195435,
"learning_rate": 9.89391175647606e-05,
"loss": 0.5738,
"step": 220
},
{
"epoch": 0.08720379146919431,
"grad_norm": 0.840071976184845,
"learning_rate": 9.881114844654249e-05,
"loss": 0.5222,
"step": 230
},
{
"epoch": 0.0909952606635071,
"grad_norm": 0.8142471313476562,
"learning_rate": 9.867598674512288e-05,
"loss": 0.4142,
"step": 240
},
{
"epoch": 0.0947867298578199,
"grad_norm": 0.6625562310218811,
"learning_rate": 9.853365237729976e-05,
"loss": 0.3158,
"step": 250
},
{
"epoch": 0.0985781990521327,
"grad_norm": 0.9738134145736694,
"learning_rate": 9.838416631680176e-05,
"loss": 0.9377,
"step": 260
},
{
"epoch": 0.1023696682464455,
"grad_norm": 0.919395387172699,
"learning_rate": 9.822755059119765e-05,
"loss": 0.5472,
"step": 270
},
{
"epoch": 0.1061611374407583,
"grad_norm": 0.9126551151275635,
"learning_rate": 9.806382827865035e-05,
"loss": 0.4959,
"step": 280
},
{
"epoch": 0.10995260663507109,
"grad_norm": 0.7662134766578674,
"learning_rate": 9.78930235045163e-05,
"loss": 0.4471,
"step": 290
},
{
"epoch": 0.11374407582938388,
"grad_norm": 0.6991143226623535,
"learning_rate": 9.771516143779049e-05,
"loss": 0.345,
"step": 300
},
{
"epoch": 0.11374407582938388,
"eval_loss": 0.5615507960319519,
"eval_runtime": 210.9515,
"eval_samples_per_second": 21.057,
"eval_steps_per_second": 5.267,
"step": 300
},
{
"epoch": 0.11753554502369669,
"grad_norm": 0.8847883343696594,
"learning_rate": 9.753026828739756e-05,
"loss": 0.9371,
"step": 310
},
{
"epoch": 0.12132701421800948,
"grad_norm": 0.840414822101593,
"learning_rate": 9.733837129832993e-05,
"loss": 0.5609,
"step": 320
},
{
"epoch": 0.12511848341232226,
"grad_norm": 0.8552011251449585,
"learning_rate": 9.713949874763296e-05,
"loss": 0.4904,
"step": 330
},
{
"epoch": 0.12890995260663507,
"grad_norm": 0.7504507899284363,
"learning_rate": 9.693367994023828e-05,
"loss": 0.4276,
"step": 340
},
{
"epoch": 0.13270142180094788,
"grad_norm": 0.7728025317192078,
"learning_rate": 9.672094520464552e-05,
"loss": 0.3153,
"step": 350
},
{
"epoch": 0.13649289099526066,
"grad_norm": 0.8927388191223145,
"learning_rate": 9.650132588845318e-05,
"loss": 0.8539,
"step": 360
},
{
"epoch": 0.14028436018957346,
"grad_norm": 0.9280526638031006,
"learning_rate": 9.627485435373948e-05,
"loss": 0.5319,
"step": 370
},
{
"epoch": 0.14407582938388624,
"grad_norm": 0.8443691730499268,
"learning_rate": 9.604156397229367e-05,
"loss": 0.4799,
"step": 380
},
{
"epoch": 0.14786729857819905,
"grad_norm": 0.8244546055793762,
"learning_rate": 9.580148912069836e-05,
"loss": 0.4255,
"step": 390
},
{
"epoch": 0.15165876777251186,
"grad_norm": 0.587851881980896,
"learning_rate": 9.555466517526405e-05,
"loss": 0.3149,
"step": 400
},
{
"epoch": 0.15545023696682464,
"grad_norm": 0.9294399619102478,
"learning_rate": 9.53011285068163e-05,
"loss": 0.8398,
"step": 410
},
{
"epoch": 0.15924170616113745,
"grad_norm": 0.8756105303764343,
"learning_rate": 9.50409164753362e-05,
"loss": 0.5178,
"step": 420
},
{
"epoch": 0.16303317535545023,
"grad_norm": 0.7490562796592712,
"learning_rate": 9.477406742445516e-05,
"loss": 0.4677,
"step": 430
},
{
"epoch": 0.16682464454976303,
"grad_norm": 0.8731195330619812,
"learning_rate": 9.450062067580488e-05,
"loss": 0.4073,
"step": 440
},
{
"epoch": 0.17061611374407584,
"grad_norm": 0.7838053107261658,
"learning_rate": 9.422061652322298e-05,
"loss": 0.2986,
"step": 450
},
{
"epoch": 0.17061611374407584,
"eval_loss": 0.53005450963974,
"eval_runtime": 211.0482,
"eval_samples_per_second": 21.047,
"eval_steps_per_second": 5.264,
"step": 450
}
],
"logging_steps": 10,
"max_steps": 2638,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 150,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 2,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 3.9862471318359245e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}