BBC / checkpoint-446 /trainer_state.json
NawinCom's picture
Upload folder using huggingface_hub
37a3d5e verified
{
"best_metric": 0.11368879675865173,
"best_model_checkpoint": "BBC/checkpoint-446",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 446,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.04932735426008968,
"grad_norm": 2.2345685958862305,
"learning_rate": 8.208955223880597e-06,
"loss": 1.6224,
"step": 11
},
{
"epoch": 0.09865470852017937,
"grad_norm": 3.739938974380493,
"learning_rate": 1.6417910447761194e-05,
"loss": 1.5896,
"step": 22
},
{
"epoch": 0.14798206278026907,
"grad_norm": 2.8613524436950684,
"learning_rate": 2.4626865671641793e-05,
"loss": 1.4769,
"step": 33
},
{
"epoch": 0.19730941704035873,
"grad_norm": 4.428678035736084,
"learning_rate": 3.283582089552239e-05,
"loss": 1.2341,
"step": 44
},
{
"epoch": 0.24663677130044842,
"grad_norm": 2.953808069229126,
"learning_rate": 4.104477611940299e-05,
"loss": 0.9053,
"step": 55
},
{
"epoch": 0.29596412556053814,
"grad_norm": 4.068609237670898,
"learning_rate": 4.850746268656717e-05,
"loss": 0.5467,
"step": 66
},
{
"epoch": 0.3452914798206278,
"grad_norm": Infinity,
"learning_rate": 4.933554817275748e-05,
"loss": 0.4172,
"step": 77
},
{
"epoch": 0.39461883408071746,
"grad_norm": 17.124122619628906,
"learning_rate": 4.8421926910299006e-05,
"loss": 0.2072,
"step": 88
},
{
"epoch": 0.4439461883408072,
"grad_norm": 4.019614219665527,
"learning_rate": 4.750830564784053e-05,
"loss": 0.2032,
"step": 99
},
{
"epoch": 0.49327354260089684,
"grad_norm": 16.75712776184082,
"learning_rate": 4.659468438538207e-05,
"loss": 0.2285,
"step": 110
},
{
"epoch": 0.5426008968609866,
"grad_norm": 0.29395201802253723,
"learning_rate": 4.568106312292359e-05,
"loss": 0.1339,
"step": 121
},
{
"epoch": 0.5919282511210763,
"grad_norm": 0.19628354907035828,
"learning_rate": 4.476744186046512e-05,
"loss": 0.2383,
"step": 132
},
{
"epoch": 0.6412556053811659,
"grad_norm": 11.740421295166016,
"learning_rate": 4.385382059800665e-05,
"loss": 0.1953,
"step": 143
},
{
"epoch": 0.6905829596412556,
"grad_norm": 11.316059112548828,
"learning_rate": 4.2940199335548175e-05,
"loss": 0.1348,
"step": 154
},
{
"epoch": 0.7399103139013453,
"grad_norm": 0.13278043270111084,
"learning_rate": 4.20265780730897e-05,
"loss": 0.0165,
"step": 165
},
{
"epoch": 0.7892376681614349,
"grad_norm": 0.08719899505376816,
"learning_rate": 4.111295681063123e-05,
"loss": 0.0113,
"step": 176
},
{
"epoch": 0.8385650224215246,
"grad_norm": 0.10285717248916626,
"learning_rate": 4.019933554817276e-05,
"loss": 0.0562,
"step": 187
},
{
"epoch": 0.8878923766816144,
"grad_norm": 0.17199571430683136,
"learning_rate": 3.928571428571429e-05,
"loss": 0.1757,
"step": 198
},
{
"epoch": 0.9372197309417041,
"grad_norm": 4.296013832092285,
"learning_rate": 3.837209302325582e-05,
"loss": 0.1623,
"step": 209
},
{
"epoch": 0.9865470852017937,
"grad_norm": 0.0789671242237091,
"learning_rate": 3.7458471760797344e-05,
"loss": 0.1756,
"step": 220
},
{
"epoch": 1.0,
"eval_accuracy": 0.9415730337078652,
"eval_f1_macro": 0.9405622158426933,
"eval_f1_micro": 0.9415730337078652,
"eval_f1_weighted": 0.9410207995888995,
"eval_loss": 0.2357553094625473,
"eval_precision_macro": 0.9403873157660169,
"eval_precision_micro": 0.9415730337078652,
"eval_precision_weighted": 0.945045999282218,
"eval_recall_macro": 0.9449872676343263,
"eval_recall_micro": 0.9415730337078652,
"eval_recall_weighted": 0.9415730337078652,
"eval_runtime": 1.1567,
"eval_samples_per_second": 384.701,
"eval_steps_per_second": 24.206,
"step": 223
},
{
"epoch": 1.0358744394618835,
"grad_norm": 36.847206115722656,
"learning_rate": 3.662790697674418e-05,
"loss": 0.2338,
"step": 231
},
{
"epoch": 1.0852017937219731,
"grad_norm": 0.21538594365119934,
"learning_rate": 3.571428571428572e-05,
"loss": 0.034,
"step": 242
},
{
"epoch": 1.1345291479820627,
"grad_norm": 0.09186477214097977,
"learning_rate": 3.4800664451827244e-05,
"loss": 0.0824,
"step": 253
},
{
"epoch": 1.1838565022421526,
"grad_norm": 0.10708645731210709,
"learning_rate": 3.397009966777408e-05,
"loss": 0.0314,
"step": 264
},
{
"epoch": 1.2331838565022422,
"grad_norm": 0.061287783086299896,
"learning_rate": 3.305647840531562e-05,
"loss": 0.0139,
"step": 275
},
{
"epoch": 1.2825112107623318,
"grad_norm": 26.10398292541504,
"learning_rate": 3.2142857142857144e-05,
"loss": 0.1447,
"step": 286
},
{
"epoch": 1.3318385650224216,
"grad_norm": 0.06678097695112228,
"learning_rate": 3.122923588039867e-05,
"loss": 0.0048,
"step": 297
},
{
"epoch": 1.3811659192825112,
"grad_norm": 0.03612040355801582,
"learning_rate": 3.03156146179402e-05,
"loss": 0.0365,
"step": 308
},
{
"epoch": 1.4304932735426008,
"grad_norm": 0.05210395157337189,
"learning_rate": 2.940199335548173e-05,
"loss": 0.1038,
"step": 319
},
{
"epoch": 1.4798206278026906,
"grad_norm": 0.04557207226753235,
"learning_rate": 2.848837209302326e-05,
"loss": 0.0745,
"step": 330
},
{
"epoch": 1.5291479820627802,
"grad_norm": 0.09987442195415497,
"learning_rate": 2.7574750830564782e-05,
"loss": 0.1806,
"step": 341
},
{
"epoch": 1.57847533632287,
"grad_norm": 0.0828678086400032,
"learning_rate": 2.6661129568106313e-05,
"loss": 0.0048,
"step": 352
},
{
"epoch": 1.6278026905829597,
"grad_norm": 0.05174608528614044,
"learning_rate": 2.5747508305647843e-05,
"loss": 0.136,
"step": 363
},
{
"epoch": 1.6771300448430493,
"grad_norm": 0.05517464876174927,
"learning_rate": 2.483388704318937e-05,
"loss": 0.1924,
"step": 374
},
{
"epoch": 1.726457399103139,
"grad_norm": 0.0699392706155777,
"learning_rate": 2.39202657807309e-05,
"loss": 0.0129,
"step": 385
},
{
"epoch": 1.7757847533632287,
"grad_norm": 0.04404047504067421,
"learning_rate": 2.3006644518272428e-05,
"loss": 0.0032,
"step": 396
},
{
"epoch": 1.8251121076233185,
"grad_norm": 0.048387836664915085,
"learning_rate": 2.2093023255813955e-05,
"loss": 0.0437,
"step": 407
},
{
"epoch": 1.8744394618834082,
"grad_norm": 0.06495353579521179,
"learning_rate": 2.1179401993355482e-05,
"loss": 0.0095,
"step": 418
},
{
"epoch": 1.9237668161434978,
"grad_norm": 1.6995466947555542,
"learning_rate": 2.026578073089701e-05,
"loss": 0.0047,
"step": 429
},
{
"epoch": 1.9730941704035874,
"grad_norm": 0.02669903263449669,
"learning_rate": 1.935215946843854e-05,
"loss": 0.0239,
"step": 440
},
{
"epoch": 2.0,
"eval_accuracy": 0.9752808988764045,
"eval_f1_macro": 0.9748328397861948,
"eval_f1_micro": 0.9752808988764045,
"eval_f1_weighted": 0.9752071164560256,
"eval_loss": 0.11368879675865173,
"eval_precision_macro": 0.9752973544608207,
"eval_precision_micro": 0.9752808988764045,
"eval_precision_weighted": 0.9756012580457148,
"eval_recall_macro": 0.9748949579831934,
"eval_recall_micro": 0.9752808988764045,
"eval_recall_weighted": 0.9752808988764045,
"eval_runtime": 1.1607,
"eval_samples_per_second": 383.394,
"eval_steps_per_second": 24.124,
"step": 446
}
],
"logging_steps": 11,
"max_steps": 669,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 117902292326400.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}