Rodo-Sami's picture
Training in progress, step 50, checkpoint
d691a96 verified
{
"best_metric": 0.8287712335586548,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.3812246842983083,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.007624493685966166,
"grad_norm": 0.273327499628067,
"learning_rate": 5e-05,
"loss": 0.9358,
"step": 1
},
{
"epoch": 0.007624493685966166,
"eval_loss": 0.934563934803009,
"eval_runtime": 12.2603,
"eval_samples_per_second": 144.205,
"eval_steps_per_second": 18.026,
"step": 1
},
{
"epoch": 0.015248987371932332,
"grad_norm": 0.31604793667793274,
"learning_rate": 0.0001,
"loss": 0.9409,
"step": 2
},
{
"epoch": 0.0228734810578985,
"grad_norm": 0.26551634073257446,
"learning_rate": 9.989294616193017e-05,
"loss": 0.8929,
"step": 3
},
{
"epoch": 0.030497974743864665,
"grad_norm": 0.24841269850730896,
"learning_rate": 9.957224306869053e-05,
"loss": 0.9061,
"step": 4
},
{
"epoch": 0.03812246842983083,
"grad_norm": 0.2744283676147461,
"learning_rate": 9.903926402016153e-05,
"loss": 0.9127,
"step": 5
},
{
"epoch": 0.045746962115797,
"grad_norm": 0.264932781457901,
"learning_rate": 9.829629131445342e-05,
"loss": 0.8906,
"step": 6
},
{
"epoch": 0.05337145580176316,
"grad_norm": 0.246871680021286,
"learning_rate": 9.73465064747553e-05,
"loss": 0.8858,
"step": 7
},
{
"epoch": 0.06099594948772933,
"grad_norm": 0.2222467064857483,
"learning_rate": 9.619397662556435e-05,
"loss": 0.8231,
"step": 8
},
{
"epoch": 0.06862044317369549,
"grad_norm": 0.224148690700531,
"learning_rate": 9.484363707663442e-05,
"loss": 0.8685,
"step": 9
},
{
"epoch": 0.07624493685966166,
"grad_norm": 0.2204771637916565,
"learning_rate": 9.330127018922194e-05,
"loss": 0.8598,
"step": 10
},
{
"epoch": 0.08386943054562783,
"grad_norm": 0.2148129940032959,
"learning_rate": 9.157348061512727e-05,
"loss": 0.8643,
"step": 11
},
{
"epoch": 0.091493924231594,
"grad_norm": 0.2276252657175064,
"learning_rate": 8.966766701456177e-05,
"loss": 0.8292,
"step": 12
},
{
"epoch": 0.09911841791756017,
"grad_norm": 0.16194580495357513,
"learning_rate": 8.759199037394887e-05,
"loss": 0.9297,
"step": 13
},
{
"epoch": 0.10674291160352632,
"grad_norm": 0.1492803692817688,
"learning_rate": 8.535533905932738e-05,
"loss": 0.8669,
"step": 14
},
{
"epoch": 0.11436740528949249,
"grad_norm": 0.1596936732530594,
"learning_rate": 8.296729075500344e-05,
"loss": 0.8862,
"step": 15
},
{
"epoch": 0.12199189897545866,
"grad_norm": 0.15809616446495056,
"learning_rate": 8.043807145043604e-05,
"loss": 0.8595,
"step": 16
},
{
"epoch": 0.12961639266142483,
"grad_norm": 0.1597907990217209,
"learning_rate": 7.777851165098012e-05,
"loss": 0.8863,
"step": 17
},
{
"epoch": 0.13724088634739098,
"grad_norm": 0.15602456033229828,
"learning_rate": 7.500000000000001e-05,
"loss": 0.8556,
"step": 18
},
{
"epoch": 0.14486538003335717,
"grad_norm": 0.1547441929578781,
"learning_rate": 7.211443451095007e-05,
"loss": 0.8208,
"step": 19
},
{
"epoch": 0.15248987371932332,
"grad_norm": 0.16280899941921234,
"learning_rate": 6.91341716182545e-05,
"loss": 0.8561,
"step": 20
},
{
"epoch": 0.1601143674052895,
"grad_norm": 0.17006684839725494,
"learning_rate": 6.607197326515808e-05,
"loss": 0.8499,
"step": 21
},
{
"epoch": 0.16773886109125566,
"grad_norm": 0.1722775101661682,
"learning_rate": 6.294095225512603e-05,
"loss": 0.8458,
"step": 22
},
{
"epoch": 0.1753633547772218,
"grad_norm": 0.1805761754512787,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.8157,
"step": 23
},
{
"epoch": 0.182987848463188,
"grad_norm": 0.18934600055217743,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.8157,
"step": 24
},
{
"epoch": 0.19061234214915415,
"grad_norm": 0.22315742075443268,
"learning_rate": 5.327015646150716e-05,
"loss": 0.8355,
"step": 25
},
{
"epoch": 0.19061234214915415,
"eval_loss": 0.8377934694290161,
"eval_runtime": 12.1988,
"eval_samples_per_second": 144.932,
"eval_steps_per_second": 18.117,
"step": 25
},
{
"epoch": 0.19823683583512033,
"grad_norm": 0.15700483322143555,
"learning_rate": 5e-05,
"loss": 0.8346,
"step": 26
},
{
"epoch": 0.2058613295210865,
"grad_norm": 0.1602972149848938,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.8255,
"step": 27
},
{
"epoch": 0.21348582320705264,
"grad_norm": 0.15739409625530243,
"learning_rate": 4.347369038899744e-05,
"loss": 0.842,
"step": 28
},
{
"epoch": 0.22111031689301883,
"grad_norm": 0.15054009854793549,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.8599,
"step": 29
},
{
"epoch": 0.22873481057898498,
"grad_norm": 0.1502337008714676,
"learning_rate": 3.705904774487396e-05,
"loss": 0.817,
"step": 30
},
{
"epoch": 0.23635930426495116,
"grad_norm": 0.14839516580104828,
"learning_rate": 3.392802673484193e-05,
"loss": 0.8335,
"step": 31
},
{
"epoch": 0.24398379795091732,
"grad_norm": 0.1509093940258026,
"learning_rate": 3.086582838174551e-05,
"loss": 0.8419,
"step": 32
},
{
"epoch": 0.2516082916368835,
"grad_norm": 0.15149198472499847,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.8169,
"step": 33
},
{
"epoch": 0.25923278532284966,
"grad_norm": 0.15918795764446259,
"learning_rate": 2.500000000000001e-05,
"loss": 0.859,
"step": 34
},
{
"epoch": 0.26685727900881584,
"grad_norm": 0.1778258979320526,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.8393,
"step": 35
},
{
"epoch": 0.27448177269478197,
"grad_norm": 0.19277341663837433,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.8147,
"step": 36
},
{
"epoch": 0.28210626638074815,
"grad_norm": 0.19680185616016388,
"learning_rate": 1.703270924499656e-05,
"loss": 0.78,
"step": 37
},
{
"epoch": 0.28973076006671433,
"grad_norm": 0.12966406345367432,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.8441,
"step": 38
},
{
"epoch": 0.29735525375268046,
"grad_norm": 0.12343523651361465,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.8377,
"step": 39
},
{
"epoch": 0.30497974743864664,
"grad_norm": 0.12981387972831726,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.8426,
"step": 40
},
{
"epoch": 0.3126042411246128,
"grad_norm": 0.13032592833042145,
"learning_rate": 8.426519384872733e-06,
"loss": 0.84,
"step": 41
},
{
"epoch": 0.320228734810579,
"grad_norm": 0.1364886462688446,
"learning_rate": 6.698729810778065e-06,
"loss": 0.8459,
"step": 42
},
{
"epoch": 0.32785322849654513,
"grad_norm": 0.13743382692337036,
"learning_rate": 5.156362923365588e-06,
"loss": 0.8038,
"step": 43
},
{
"epoch": 0.3354777221825113,
"grad_norm": 0.14321595430374146,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.8594,
"step": 44
},
{
"epoch": 0.3431022158684775,
"grad_norm": 0.139565110206604,
"learning_rate": 2.653493525244721e-06,
"loss": 0.8038,
"step": 45
},
{
"epoch": 0.3507267095544436,
"grad_norm": 0.15720701217651367,
"learning_rate": 1.70370868554659e-06,
"loss": 0.8524,
"step": 46
},
{
"epoch": 0.3583512032404098,
"grad_norm": 0.16059865057468414,
"learning_rate": 9.607359798384785e-07,
"loss": 0.8119,
"step": 47
},
{
"epoch": 0.365975696926376,
"grad_norm": 0.1649278700351715,
"learning_rate": 4.277569313094809e-07,
"loss": 0.7992,
"step": 48
},
{
"epoch": 0.3736001906123422,
"grad_norm": 0.17470909655094147,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.8197,
"step": 49
},
{
"epoch": 0.3812246842983083,
"grad_norm": 0.21436592936515808,
"learning_rate": 0.0,
"loss": 0.8206,
"step": 50
},
{
"epoch": 0.3812246842983083,
"eval_loss": 0.8287712335586548,
"eval_runtime": 12.2583,
"eval_samples_per_second": 144.228,
"eval_steps_per_second": 18.029,
"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": 5.913400764792832e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}