jssky's picture
Training in progress, step 50, checkpoint
62d7e94 verified
{
"best_metric": 0.48065781593322754,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.047031158142269255,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0009406231628453851,
"grad_norm": 9.278800010681152,
"learning_rate": 5e-05,
"loss": 1.0665,
"step": 1
},
{
"epoch": 0.0009406231628453851,
"eval_loss": 1.3672261238098145,
"eval_runtime": 357.1528,
"eval_samples_per_second": 20.053,
"eval_steps_per_second": 2.509,
"step": 1
},
{
"epoch": 0.0018812463256907702,
"grad_norm": 9.454571723937988,
"learning_rate": 0.0001,
"loss": 1.1219,
"step": 2
},
{
"epoch": 0.0028218694885361554,
"grad_norm": 3.554928779602051,
"learning_rate": 9.989294616193017e-05,
"loss": 0.8661,
"step": 3
},
{
"epoch": 0.0037624926513815404,
"grad_norm": 8.035897254943848,
"learning_rate": 9.957224306869053e-05,
"loss": 0.864,
"step": 4
},
{
"epoch": 0.004703115814226925,
"grad_norm": 1.914970874786377,
"learning_rate": 9.903926402016153e-05,
"loss": 0.6396,
"step": 5
},
{
"epoch": 0.005643738977072311,
"grad_norm": 1.7866945266723633,
"learning_rate": 9.829629131445342e-05,
"loss": 0.6384,
"step": 6
},
{
"epoch": 0.006584362139917695,
"grad_norm": 1.609639286994934,
"learning_rate": 9.73465064747553e-05,
"loss": 0.6046,
"step": 7
},
{
"epoch": 0.007524985302763081,
"grad_norm": 1.64801824092865,
"learning_rate": 9.619397662556435e-05,
"loss": 0.5935,
"step": 8
},
{
"epoch": 0.008465608465608466,
"grad_norm": 1.6314135789871216,
"learning_rate": 9.484363707663442e-05,
"loss": 0.6356,
"step": 9
},
{
"epoch": 0.00940623162845385,
"grad_norm": 1.4281870126724243,
"learning_rate": 9.330127018922194e-05,
"loss": 0.5954,
"step": 10
},
{
"epoch": 0.010346854791299235,
"grad_norm": 1.4309544563293457,
"learning_rate": 9.157348061512727e-05,
"loss": 0.5273,
"step": 11
},
{
"epoch": 0.011287477954144622,
"grad_norm": 1.7998919486999512,
"learning_rate": 8.966766701456177e-05,
"loss": 0.5526,
"step": 12
},
{
"epoch": 0.012228101116990006,
"grad_norm": 1.4200043678283691,
"learning_rate": 8.759199037394887e-05,
"loss": 0.5697,
"step": 13
},
{
"epoch": 0.01316872427983539,
"grad_norm": 1.0186113119125366,
"learning_rate": 8.535533905932738e-05,
"loss": 0.5172,
"step": 14
},
{
"epoch": 0.014109347442680775,
"grad_norm": 1.1935527324676514,
"learning_rate": 8.296729075500344e-05,
"loss": 0.5575,
"step": 15
},
{
"epoch": 0.015049970605526162,
"grad_norm": 1.1734066009521484,
"learning_rate": 8.043807145043604e-05,
"loss": 0.5612,
"step": 16
},
{
"epoch": 0.015990593768371548,
"grad_norm": 1.0498110055923462,
"learning_rate": 7.777851165098012e-05,
"loss": 0.5582,
"step": 17
},
{
"epoch": 0.016931216931216932,
"grad_norm": 1.109232783317566,
"learning_rate": 7.500000000000001e-05,
"loss": 0.5777,
"step": 18
},
{
"epoch": 0.017871840094062317,
"grad_norm": 1.086000919342041,
"learning_rate": 7.211443451095007e-05,
"loss": 0.5232,
"step": 19
},
{
"epoch": 0.0188124632569077,
"grad_norm": 1.0963627099990845,
"learning_rate": 6.91341716182545e-05,
"loss": 0.4975,
"step": 20
},
{
"epoch": 0.019753086419753086,
"grad_norm": 1.3133893013000488,
"learning_rate": 6.607197326515808e-05,
"loss": 0.5509,
"step": 21
},
{
"epoch": 0.02069370958259847,
"grad_norm": 1.212689995765686,
"learning_rate": 6.294095225512603e-05,
"loss": 0.5253,
"step": 22
},
{
"epoch": 0.021634332745443855,
"grad_norm": 1.15071439743042,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.5126,
"step": 23
},
{
"epoch": 0.022574955908289243,
"grad_norm": 1.2678868770599365,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.516,
"step": 24
},
{
"epoch": 0.023515579071134628,
"grad_norm": 1.3126546144485474,
"learning_rate": 5.327015646150716e-05,
"loss": 0.4731,
"step": 25
},
{
"epoch": 0.023515579071134628,
"eval_loss": 0.508665144443512,
"eval_runtime": 315.5228,
"eval_samples_per_second": 22.699,
"eval_steps_per_second": 2.84,
"step": 25
},
{
"epoch": 0.024456202233980012,
"grad_norm": 0.8437718152999878,
"learning_rate": 5e-05,
"loss": 0.5489,
"step": 26
},
{
"epoch": 0.025396825396825397,
"grad_norm": 0.8871003985404968,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.5273,
"step": 27
},
{
"epoch": 0.02633744855967078,
"grad_norm": 0.8110382556915283,
"learning_rate": 4.347369038899744e-05,
"loss": 0.4564,
"step": 28
},
{
"epoch": 0.027278071722516166,
"grad_norm": 0.8688730001449585,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.4854,
"step": 29
},
{
"epoch": 0.02821869488536155,
"grad_norm": 1.044745922088623,
"learning_rate": 3.705904774487396e-05,
"loss": 0.5399,
"step": 30
},
{
"epoch": 0.02915931804820694,
"grad_norm": 0.9957165122032166,
"learning_rate": 3.392802673484193e-05,
"loss": 0.4804,
"step": 31
},
{
"epoch": 0.030099941211052323,
"grad_norm": 1.0578233003616333,
"learning_rate": 3.086582838174551e-05,
"loss": 0.5136,
"step": 32
},
{
"epoch": 0.031040564373897708,
"grad_norm": 1.0405433177947998,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.4951,
"step": 33
},
{
"epoch": 0.031981187536743096,
"grad_norm": 1.1319266557693481,
"learning_rate": 2.500000000000001e-05,
"loss": 0.4955,
"step": 34
},
{
"epoch": 0.03292181069958848,
"grad_norm": 1.1135867834091187,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.5042,
"step": 35
},
{
"epoch": 0.033862433862433865,
"grad_norm": 1.0377700328826904,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.4832,
"step": 36
},
{
"epoch": 0.03480305702527925,
"grad_norm": 1.257242202758789,
"learning_rate": 1.703270924499656e-05,
"loss": 0.4273,
"step": 37
},
{
"epoch": 0.035743680188124634,
"grad_norm": 0.8728300333023071,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.4586,
"step": 38
},
{
"epoch": 0.03668430335097002,
"grad_norm": 0.7657201886177063,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.4409,
"step": 39
},
{
"epoch": 0.0376249265138154,
"grad_norm": 0.9262546300888062,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.4937,
"step": 40
},
{
"epoch": 0.03856554967666079,
"grad_norm": 0.8848750591278076,
"learning_rate": 8.426519384872733e-06,
"loss": 0.489,
"step": 41
},
{
"epoch": 0.03950617283950617,
"grad_norm": 0.8872339129447937,
"learning_rate": 6.698729810778065e-06,
"loss": 0.4796,
"step": 42
},
{
"epoch": 0.04044679600235156,
"grad_norm": 0.9265215992927551,
"learning_rate": 5.156362923365588e-06,
"loss": 0.4922,
"step": 43
},
{
"epoch": 0.04138741916519694,
"grad_norm": 0.9621391892433167,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.4666,
"step": 44
},
{
"epoch": 0.042328042328042326,
"grad_norm": 0.9457005262374878,
"learning_rate": 2.653493525244721e-06,
"loss": 0.4935,
"step": 45
},
{
"epoch": 0.04326866549088771,
"grad_norm": 0.9700300097465515,
"learning_rate": 1.70370868554659e-06,
"loss": 0.4628,
"step": 46
},
{
"epoch": 0.044209288653733095,
"grad_norm": 1.1647878885269165,
"learning_rate": 9.607359798384785e-07,
"loss": 0.4651,
"step": 47
},
{
"epoch": 0.045149911816578486,
"grad_norm": 1.135780692100525,
"learning_rate": 4.277569313094809e-07,
"loss": 0.4648,
"step": 48
},
{
"epoch": 0.04609053497942387,
"grad_norm": 1.0905580520629883,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.4625,
"step": 49
},
{
"epoch": 0.047031158142269255,
"grad_norm": 1.2157825231552124,
"learning_rate": 0.0,
"loss": 0.4432,
"step": 50
},
{
"epoch": 0.047031158142269255,
"eval_loss": 0.48065781593322754,
"eval_runtime": 408.5813,
"eval_samples_per_second": 17.529,
"eval_steps_per_second": 2.193,
"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": 5.658024559509504e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}