Rodo-Sami's picture
Training in progress, step 50, checkpoint
492d150 verified
{
"best_metric": 0.6340692639350891,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.8519701810436635,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01703940362087327,
"grad_norm": 1.1253975629806519,
"learning_rate": 5e-05,
"loss": 0.7304,
"step": 1
},
{
"epoch": 0.01703940362087327,
"eval_loss": 1.23331880569458,
"eval_runtime": 2.7252,
"eval_samples_per_second": 144.945,
"eval_steps_per_second": 18.348,
"step": 1
},
{
"epoch": 0.03407880724174654,
"grad_norm": 1.4747626781463623,
"learning_rate": 0.0001,
"loss": 0.9722,
"step": 2
},
{
"epoch": 0.051118210862619806,
"grad_norm": 1.5503989458084106,
"learning_rate": 9.989294616193017e-05,
"loss": 0.9206,
"step": 3
},
{
"epoch": 0.06815761448349308,
"grad_norm": 1.3072794675827026,
"learning_rate": 9.957224306869053e-05,
"loss": 0.9335,
"step": 4
},
{
"epoch": 0.08519701810436635,
"grad_norm": 1.7780901193618774,
"learning_rate": 9.903926402016153e-05,
"loss": 0.9484,
"step": 5
},
{
"epoch": 0.10223642172523961,
"grad_norm": 1.6759884357452393,
"learning_rate": 9.829629131445342e-05,
"loss": 0.8925,
"step": 6
},
{
"epoch": 0.11927582534611289,
"grad_norm": 1.150227665901184,
"learning_rate": 9.73465064747553e-05,
"loss": 0.9145,
"step": 7
},
{
"epoch": 0.13631522896698617,
"grad_norm": 1.083517074584961,
"learning_rate": 9.619397662556435e-05,
"loss": 0.7482,
"step": 8
},
{
"epoch": 0.15335463258785942,
"grad_norm": 1.2330025434494019,
"learning_rate": 9.484363707663442e-05,
"loss": 0.798,
"step": 9
},
{
"epoch": 0.1703940362087327,
"grad_norm": 1.149918556213379,
"learning_rate": 9.330127018922194e-05,
"loss": 0.8889,
"step": 10
},
{
"epoch": 0.18743343982960597,
"grad_norm": 1.3855211734771729,
"learning_rate": 9.157348061512727e-05,
"loss": 0.9212,
"step": 11
},
{
"epoch": 0.20447284345047922,
"grad_norm": 2.3649160861968994,
"learning_rate": 8.966766701456177e-05,
"loss": 1.045,
"step": 12
},
{
"epoch": 0.2215122470713525,
"grad_norm": 0.8039005398750305,
"learning_rate": 8.759199037394887e-05,
"loss": 0.6179,
"step": 13
},
{
"epoch": 0.23855165069222578,
"grad_norm": 0.759940505027771,
"learning_rate": 8.535533905932738e-05,
"loss": 0.6646,
"step": 14
},
{
"epoch": 0.25559105431309903,
"grad_norm": 0.6969624757766724,
"learning_rate": 8.296729075500344e-05,
"loss": 0.7017,
"step": 15
},
{
"epoch": 0.27263045793397234,
"grad_norm": 0.6444242596626282,
"learning_rate": 8.043807145043604e-05,
"loss": 0.6824,
"step": 16
},
{
"epoch": 0.2896698615548456,
"grad_norm": 0.6221126317977905,
"learning_rate": 7.777851165098012e-05,
"loss": 0.6962,
"step": 17
},
{
"epoch": 0.30670926517571884,
"grad_norm": 0.6093760132789612,
"learning_rate": 7.500000000000001e-05,
"loss": 0.7194,
"step": 18
},
{
"epoch": 0.32374866879659214,
"grad_norm": 0.7189542055130005,
"learning_rate": 7.211443451095007e-05,
"loss": 0.835,
"step": 19
},
{
"epoch": 0.3407880724174654,
"grad_norm": 0.8055925369262695,
"learning_rate": 6.91341716182545e-05,
"loss": 0.779,
"step": 20
},
{
"epoch": 0.35782747603833864,
"grad_norm": 0.7645823955535889,
"learning_rate": 6.607197326515808e-05,
"loss": 0.7841,
"step": 21
},
{
"epoch": 0.37486687965921195,
"grad_norm": 0.8412889242172241,
"learning_rate": 6.294095225512603e-05,
"loss": 0.7011,
"step": 22
},
{
"epoch": 0.3919062832800852,
"grad_norm": 0.8904260396957397,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.8003,
"step": 23
},
{
"epoch": 0.40894568690095845,
"grad_norm": 1.0720586776733398,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.708,
"step": 24
},
{
"epoch": 0.42598509052183176,
"grad_norm": 2.1021010875701904,
"learning_rate": 5.327015646150716e-05,
"loss": 0.8147,
"step": 25
},
{
"epoch": 0.42598509052183176,
"eval_loss": 0.6534027457237244,
"eval_runtime": 2.7241,
"eval_samples_per_second": 145.0,
"eval_steps_per_second": 18.354,
"step": 25
},
{
"epoch": 0.443024494142705,
"grad_norm": 0.4085734486579895,
"learning_rate": 5e-05,
"loss": 0.489,
"step": 26
},
{
"epoch": 0.46006389776357826,
"grad_norm": 0.5824640989303589,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.5703,
"step": 27
},
{
"epoch": 0.47710330138445156,
"grad_norm": 0.5090480446815491,
"learning_rate": 4.347369038899744e-05,
"loss": 0.6093,
"step": 28
},
{
"epoch": 0.4941427050053248,
"grad_norm": 0.581184983253479,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.6804,
"step": 29
},
{
"epoch": 0.5111821086261981,
"grad_norm": 0.5396629571914673,
"learning_rate": 3.705904774487396e-05,
"loss": 0.5947,
"step": 30
},
{
"epoch": 0.5282215122470714,
"grad_norm": 0.6579256653785706,
"learning_rate": 3.392802673484193e-05,
"loss": 0.739,
"step": 31
},
{
"epoch": 0.5452609158679447,
"grad_norm": 0.8383941650390625,
"learning_rate": 3.086582838174551e-05,
"loss": 0.777,
"step": 32
},
{
"epoch": 0.5623003194888179,
"grad_norm": 0.760420560836792,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.648,
"step": 33
},
{
"epoch": 0.5793397231096912,
"grad_norm": 0.8806910514831543,
"learning_rate": 2.500000000000001e-05,
"loss": 0.7601,
"step": 34
},
{
"epoch": 0.5963791267305645,
"grad_norm": 0.8053391575813293,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.684,
"step": 35
},
{
"epoch": 0.6134185303514377,
"grad_norm": 0.9814860820770264,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.7502,
"step": 36
},
{
"epoch": 0.630457933972311,
"grad_norm": 1.2074640989303589,
"learning_rate": 1.703270924499656e-05,
"loss": 0.7318,
"step": 37
},
{
"epoch": 0.6474973375931843,
"grad_norm": 0.5072846412658691,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.4753,
"step": 38
},
{
"epoch": 0.6645367412140575,
"grad_norm": 0.528431236743927,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.655,
"step": 39
},
{
"epoch": 0.6815761448349308,
"grad_norm": 0.5640473365783691,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.6813,
"step": 40
},
{
"epoch": 0.6986155484558041,
"grad_norm": 0.5057714581489563,
"learning_rate": 8.426519384872733e-06,
"loss": 0.4823,
"step": 41
},
{
"epoch": 0.7156549520766773,
"grad_norm": 0.6331304311752319,
"learning_rate": 6.698729810778065e-06,
"loss": 0.5428,
"step": 42
},
{
"epoch": 0.7326943556975506,
"grad_norm": 0.6265454888343811,
"learning_rate": 5.156362923365588e-06,
"loss": 0.6965,
"step": 43
},
{
"epoch": 0.7497337593184239,
"grad_norm": 0.7418725490570068,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.8041,
"step": 44
},
{
"epoch": 0.7667731629392971,
"grad_norm": 0.681201696395874,
"learning_rate": 2.653493525244721e-06,
"loss": 0.7309,
"step": 45
},
{
"epoch": 0.7838125665601704,
"grad_norm": 0.6290284395217896,
"learning_rate": 1.70370868554659e-06,
"loss": 0.5944,
"step": 46
},
{
"epoch": 0.8008519701810437,
"grad_norm": 0.8113570809364319,
"learning_rate": 9.607359798384785e-07,
"loss": 0.6793,
"step": 47
},
{
"epoch": 0.8178913738019169,
"grad_norm": 0.9687185287475586,
"learning_rate": 4.277569313094809e-07,
"loss": 0.7957,
"step": 48
},
{
"epoch": 0.8349307774227902,
"grad_norm": 1.0296266078948975,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.7558,
"step": 49
},
{
"epoch": 0.8519701810436635,
"grad_norm": 1.4596647024154663,
"learning_rate": 0.0,
"loss": 0.8699,
"step": 50
},
{
"epoch": 0.8519701810436635,
"eval_loss": 0.6340692639350891,
"eval_runtime": 2.7254,
"eval_samples_per_second": 144.935,
"eval_steps_per_second": 18.346,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"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": true
},
"attributes": {}
}
},
"total_flos": 2.95300912644096e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}