DeepDream2045's picture
Training in progress, step 50, checkpoint
5a1ccc1 verified
{
"best_metric": 3.2185161113739014,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.1983635011157947,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.003967270022315894,
"grad_norm": 0.8241645097732544,
"learning_rate": 5e-05,
"loss": 3.4866,
"step": 1
},
{
"epoch": 0.003967270022315894,
"eval_loss": 3.7426881790161133,
"eval_runtime": 11.7309,
"eval_samples_per_second": 144.831,
"eval_steps_per_second": 18.157,
"step": 1
},
{
"epoch": 0.007934540044631788,
"grad_norm": 0.8499454855918884,
"learning_rate": 0.0001,
"loss": 3.4657,
"step": 2
},
{
"epoch": 0.011901810066947682,
"grad_norm": 0.9072771072387695,
"learning_rate": 9.989294616193017e-05,
"loss": 3.5394,
"step": 3
},
{
"epoch": 0.015869080089263576,
"grad_norm": 0.7632107138633728,
"learning_rate": 9.957224306869053e-05,
"loss": 3.4564,
"step": 4
},
{
"epoch": 0.01983635011157947,
"grad_norm": 0.8594216704368591,
"learning_rate": 9.903926402016153e-05,
"loss": 3.5266,
"step": 5
},
{
"epoch": 0.023803620133895365,
"grad_norm": 0.9645074009895325,
"learning_rate": 9.829629131445342e-05,
"loss": 3.512,
"step": 6
},
{
"epoch": 0.02777089015621126,
"grad_norm": 0.9713271260261536,
"learning_rate": 9.73465064747553e-05,
"loss": 3.5646,
"step": 7
},
{
"epoch": 0.03173816017852715,
"grad_norm": 1.0277541875839233,
"learning_rate": 9.619397662556435e-05,
"loss": 3.4512,
"step": 8
},
{
"epoch": 0.03570543020084305,
"grad_norm": 1.0516093969345093,
"learning_rate": 9.484363707663442e-05,
"loss": 3.4789,
"step": 9
},
{
"epoch": 0.03967270022315894,
"grad_norm": 1.1022090911865234,
"learning_rate": 9.330127018922194e-05,
"loss": 3.5343,
"step": 10
},
{
"epoch": 0.043639970245474835,
"grad_norm": 1.0738914012908936,
"learning_rate": 9.157348061512727e-05,
"loss": 3.5085,
"step": 11
},
{
"epoch": 0.04760724026779073,
"grad_norm": 1.1916122436523438,
"learning_rate": 8.966766701456177e-05,
"loss": 3.4677,
"step": 12
},
{
"epoch": 0.05157451029010662,
"grad_norm": 1.1183475255966187,
"learning_rate": 8.759199037394887e-05,
"loss": 3.4107,
"step": 13
},
{
"epoch": 0.05554178031242252,
"grad_norm": 1.0498988628387451,
"learning_rate": 8.535533905932738e-05,
"loss": 3.3009,
"step": 14
},
{
"epoch": 0.05950905033473841,
"grad_norm": 1.125704288482666,
"learning_rate": 8.296729075500344e-05,
"loss": 3.332,
"step": 15
},
{
"epoch": 0.0634763203570543,
"grad_norm": 0.8547013998031616,
"learning_rate": 8.043807145043604e-05,
"loss": 3.2555,
"step": 16
},
{
"epoch": 0.0674435903793702,
"grad_norm": 0.7742959260940552,
"learning_rate": 7.777851165098012e-05,
"loss": 3.3036,
"step": 17
},
{
"epoch": 0.0714108604016861,
"grad_norm": 0.8887235522270203,
"learning_rate": 7.500000000000001e-05,
"loss": 3.3385,
"step": 18
},
{
"epoch": 0.07537813042400199,
"grad_norm": 0.8906424641609192,
"learning_rate": 7.211443451095007e-05,
"loss": 3.2767,
"step": 19
},
{
"epoch": 0.07934540044631788,
"grad_norm": 1.0381428003311157,
"learning_rate": 6.91341716182545e-05,
"loss": 3.2897,
"step": 20
},
{
"epoch": 0.08331267046863378,
"grad_norm": 1.2209287881851196,
"learning_rate": 6.607197326515808e-05,
"loss": 3.4663,
"step": 21
},
{
"epoch": 0.08727994049094967,
"grad_norm": 1.1723295450210571,
"learning_rate": 6.294095225512603e-05,
"loss": 3.3431,
"step": 22
},
{
"epoch": 0.09124721051326556,
"grad_norm": 1.0842334032058716,
"learning_rate": 5.9754516100806423e-05,
"loss": 3.314,
"step": 23
},
{
"epoch": 0.09521448053558146,
"grad_norm": 1.0503602027893066,
"learning_rate": 5.6526309611002594e-05,
"loss": 3.2195,
"step": 24
},
{
"epoch": 0.09918175055789735,
"grad_norm": 1.2791979312896729,
"learning_rate": 5.327015646150716e-05,
"loss": 3.2802,
"step": 25
},
{
"epoch": 0.09918175055789735,
"eval_loss": 3.267420530319214,
"eval_runtime": 11.7144,
"eval_samples_per_second": 145.035,
"eval_steps_per_second": 18.183,
"step": 25
},
{
"epoch": 0.10314902058021325,
"grad_norm": 0.9879074096679688,
"learning_rate": 5e-05,
"loss": 3.263,
"step": 26
},
{
"epoch": 0.10711629060252914,
"grad_norm": 1.1669400930404663,
"learning_rate": 4.6729843538492847e-05,
"loss": 3.1752,
"step": 27
},
{
"epoch": 0.11108356062484503,
"grad_norm": 1.3233245611190796,
"learning_rate": 4.347369038899744e-05,
"loss": 3.2607,
"step": 28
},
{
"epoch": 0.11505083064716093,
"grad_norm": 1.279555082321167,
"learning_rate": 4.0245483899193595e-05,
"loss": 3.2804,
"step": 29
},
{
"epoch": 0.11901810066947682,
"grad_norm": 1.0318185091018677,
"learning_rate": 3.705904774487396e-05,
"loss": 3.2639,
"step": 30
},
{
"epoch": 0.12298537069179272,
"grad_norm": 0.9323838949203491,
"learning_rate": 3.392802673484193e-05,
"loss": 3.2406,
"step": 31
},
{
"epoch": 0.1269526407141086,
"grad_norm": 0.8470538854598999,
"learning_rate": 3.086582838174551e-05,
"loss": 3.2429,
"step": 32
},
{
"epoch": 0.1309199107364245,
"grad_norm": 0.8595752120018005,
"learning_rate": 2.7885565489049946e-05,
"loss": 3.3786,
"step": 33
},
{
"epoch": 0.1348871807587404,
"grad_norm": 0.8525285124778748,
"learning_rate": 2.500000000000001e-05,
"loss": 3.2173,
"step": 34
},
{
"epoch": 0.1388544507810563,
"grad_norm": 0.9648301005363464,
"learning_rate": 2.2221488349019903e-05,
"loss": 3.2725,
"step": 35
},
{
"epoch": 0.1428217208033722,
"grad_norm": 0.9749354124069214,
"learning_rate": 1.9561928549563968e-05,
"loss": 3.2412,
"step": 36
},
{
"epoch": 0.14678899082568808,
"grad_norm": 1.177864909172058,
"learning_rate": 1.703270924499656e-05,
"loss": 3.3005,
"step": 37
},
{
"epoch": 0.15075626084800398,
"grad_norm": 0.8285359740257263,
"learning_rate": 1.4644660940672627e-05,
"loss": 3.2479,
"step": 38
},
{
"epoch": 0.15472353087031987,
"grad_norm": 0.6497054100036621,
"learning_rate": 1.2408009626051137e-05,
"loss": 3.2486,
"step": 39
},
{
"epoch": 0.15869080089263576,
"grad_norm": 0.6034384965896606,
"learning_rate": 1.0332332985438248e-05,
"loss": 3.2252,
"step": 40
},
{
"epoch": 0.16265807091495166,
"grad_norm": 0.5653945207595825,
"learning_rate": 8.426519384872733e-06,
"loss": 3.1646,
"step": 41
},
{
"epoch": 0.16662534093726755,
"grad_norm": 0.5705766677856445,
"learning_rate": 6.698729810778065e-06,
"loss": 3.2201,
"step": 42
},
{
"epoch": 0.17059261095958345,
"grad_norm": 0.6292085647583008,
"learning_rate": 5.156362923365588e-06,
"loss": 3.2563,
"step": 43
},
{
"epoch": 0.17455988098189934,
"grad_norm": 0.6345009803771973,
"learning_rate": 3.8060233744356633e-06,
"loss": 3.2398,
"step": 44
},
{
"epoch": 0.17852715100421523,
"grad_norm": 0.7186870574951172,
"learning_rate": 2.653493525244721e-06,
"loss": 3.1997,
"step": 45
},
{
"epoch": 0.18249442102653113,
"grad_norm": 0.8233199715614319,
"learning_rate": 1.70370868554659e-06,
"loss": 3.2917,
"step": 46
},
{
"epoch": 0.18646169104884702,
"grad_norm": 0.9457505345344543,
"learning_rate": 9.607359798384785e-07,
"loss": 3.297,
"step": 47
},
{
"epoch": 0.19042896107116292,
"grad_norm": 0.9537065029144287,
"learning_rate": 4.277569313094809e-07,
"loss": 3.1839,
"step": 48
},
{
"epoch": 0.1943962310934788,
"grad_norm": 1.0764613151550293,
"learning_rate": 1.0705383806982606e-07,
"loss": 3.1668,
"step": 49
},
{
"epoch": 0.1983635011157947,
"grad_norm": 1.5574710369110107,
"learning_rate": 0.0,
"loss": 3.2757,
"step": 50
},
{
"epoch": 0.1983635011157947,
"eval_loss": 3.2185161113739014,
"eval_runtime": 11.7074,
"eval_samples_per_second": 145.122,
"eval_steps_per_second": 18.194,
"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
}