NawinCom's picture
Upload folder using huggingface_hub
7a5a761 verified
{
"best_metric": 0.34203216433525085,
"best_model_checkpoint": "autotrain-7ejr4-3wbhb/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": 5.397119045257568,
"learning_rate": 8.208955223880597e-06,
"loss": 1.6001,
"step": 11
},
{
"epoch": 0.09865470852017937,
"grad_norm": 10.270828247070312,
"learning_rate": 1.6417910447761194e-05,
"loss": 1.6421,
"step": 22
},
{
"epoch": 0.14798206278026907,
"grad_norm": 6.842929363250732,
"learning_rate": 2.4626865671641793e-05,
"loss": 1.5659,
"step": 33
},
{
"epoch": 0.19730941704035873,
"grad_norm": 14.523164749145508,
"learning_rate": 3.208955223880597e-05,
"loss": 1.2199,
"step": 44
},
{
"epoch": 0.24663677130044842,
"grad_norm": Infinity,
"learning_rate": 3.9552238805970146e-05,
"loss": 0.9104,
"step": 55
},
{
"epoch": 0.29596412556053814,
"grad_norm": Infinity,
"learning_rate": 4.7014925373134335e-05,
"loss": 0.6866,
"step": 66
},
{
"epoch": 0.3452914798206278,
"grad_norm": 39.58903884887695,
"learning_rate": 4.941860465116279e-05,
"loss": 0.9257,
"step": 77
},
{
"epoch": 0.39461883408071746,
"grad_norm": 38.08815383911133,
"learning_rate": 4.8504983388704325e-05,
"loss": 0.5447,
"step": 88
},
{
"epoch": 0.4439461883408072,
"grad_norm": 32.093482971191406,
"learning_rate": 4.7674418604651164e-05,
"loss": 0.5951,
"step": 99
},
{
"epoch": 0.49327354260089684,
"grad_norm": 9.36325454711914,
"learning_rate": 4.684385382059801e-05,
"loss": 0.4972,
"step": 110
},
{
"epoch": 0.5426008968609866,
"grad_norm": 16.48912811279297,
"learning_rate": 4.593023255813954e-05,
"loss": 0.5117,
"step": 121
},
{
"epoch": 0.5919282511210763,
"grad_norm": 15.17750072479248,
"learning_rate": 4.5016611295681064e-05,
"loss": 0.5249,
"step": 132
},
{
"epoch": 0.6412556053811659,
"grad_norm": 73.44496154785156,
"learning_rate": 4.410299003322259e-05,
"loss": 0.2932,
"step": 143
},
{
"epoch": 0.6905829596412556,
"grad_norm": 7.012796878814697,
"learning_rate": 4.3189368770764125e-05,
"loss": 0.3703,
"step": 154
},
{
"epoch": 0.7399103139013453,
"grad_norm": 36.769142150878906,
"learning_rate": 4.227574750830565e-05,
"loss": 0.384,
"step": 165
},
{
"epoch": 0.7892376681614349,
"grad_norm": 0.5750433206558228,
"learning_rate": 4.136212624584718e-05,
"loss": 0.2024,
"step": 176
},
{
"epoch": 0.8385650224215246,
"grad_norm": 0.8097955584526062,
"learning_rate": 4.0448504983388706e-05,
"loss": 0.2261,
"step": 187
},
{
"epoch": 0.8878923766816144,
"grad_norm": 0.3052847683429718,
"learning_rate": 3.953488372093023e-05,
"loss": 0.3784,
"step": 198
},
{
"epoch": 0.9372197309417041,
"grad_norm": 9.378923416137695,
"learning_rate": 3.862126245847176e-05,
"loss": 0.334,
"step": 209
},
{
"epoch": 0.9865470852017937,
"grad_norm": 57.845924377441406,
"learning_rate": 3.7707641196013294e-05,
"loss": 0.5124,
"step": 220
},
{
"epoch": 1.0,
"eval_accuracy": 0.8337078651685393,
"eval_f1_macro": 0.8277707222765114,
"eval_f1_micro": 0.8337078651685393,
"eval_f1_weighted": 0.8270484241051885,
"eval_loss": 0.6007972359657288,
"eval_precision_macro": 0.8743021944472813,
"eval_precision_micro": 0.8337078651685393,
"eval_precision_weighted": 0.8814664248669926,
"eval_recall_macro": 0.8408823529411764,
"eval_recall_micro": 0.8337078651685393,
"eval_recall_weighted": 0.8337078651685393,
"eval_runtime": 1.7336,
"eval_samples_per_second": 256.693,
"eval_steps_per_second": 16.151,
"step": 223
},
{
"epoch": 1.0358744394618835,
"grad_norm": 4.146377086639404,
"learning_rate": 3.679401993355482e-05,
"loss": 0.4657,
"step": 231
},
{
"epoch": 1.0852017937219731,
"grad_norm": 2.958444833755493,
"learning_rate": 3.588039867109635e-05,
"loss": 0.2262,
"step": 242
},
{
"epoch": 1.1345291479820627,
"grad_norm": 18.36431312561035,
"learning_rate": 3.4966777408637875e-05,
"loss": 0.2503,
"step": 253
},
{
"epoch": 1.1838565022421526,
"grad_norm": 0.3763713538646698,
"learning_rate": 3.40531561461794e-05,
"loss": 0.1309,
"step": 264
},
{
"epoch": 1.2331838565022422,
"grad_norm": 0.1498165726661682,
"learning_rate": 3.313953488372093e-05,
"loss": 0.1149,
"step": 275
},
{
"epoch": 1.2825112107623318,
"grad_norm": 0.13080233335494995,
"learning_rate": 3.222591362126246e-05,
"loss": 0.2224,
"step": 286
},
{
"epoch": 1.3318385650224216,
"grad_norm": 6.366682052612305,
"learning_rate": 3.131229235880399e-05,
"loss": 0.3254,
"step": 297
},
{
"epoch": 1.3811659192825112,
"grad_norm": 0.08186858147382736,
"learning_rate": 3.0398671096345517e-05,
"loss": 0.0981,
"step": 308
},
{
"epoch": 1.4304932735426008,
"grad_norm": 0.14895343780517578,
"learning_rate": 2.9485049833887047e-05,
"loss": 0.1536,
"step": 319
},
{
"epoch": 1.4798206278026906,
"grad_norm": 0.07964171469211578,
"learning_rate": 2.857142857142857e-05,
"loss": 0.0458,
"step": 330
},
{
"epoch": 1.5291479820627802,
"grad_norm": 0.16557298600673676,
"learning_rate": 2.76578073089701e-05,
"loss": 0.2189,
"step": 341
},
{
"epoch": 1.57847533632287,
"grad_norm": 13.367328643798828,
"learning_rate": 2.674418604651163e-05,
"loss": 0.2818,
"step": 352
},
{
"epoch": 1.6278026905829597,
"grad_norm": 0.042071498930454254,
"learning_rate": 2.591362126245847e-05,
"loss": 0.1282,
"step": 363
},
{
"epoch": 1.6771300448430493,
"grad_norm": 0.0784522220492363,
"learning_rate": 2.5e-05,
"loss": 0.2491,
"step": 374
},
{
"epoch": 1.726457399103139,
"grad_norm": 0.17997685074806213,
"learning_rate": 2.4086378737541528e-05,
"loss": 0.022,
"step": 385
},
{
"epoch": 1.7757847533632287,
"grad_norm": 36.073631286621094,
"learning_rate": 2.3172757475083055e-05,
"loss": 0.1468,
"step": 396
},
{
"epoch": 1.8251121076233185,
"grad_norm": 46.98909378051758,
"learning_rate": 2.2259136212624586e-05,
"loss": 0.2726,
"step": 407
},
{
"epoch": 1.8744394618834082,
"grad_norm": 0.6519285440444946,
"learning_rate": 2.1345514950166116e-05,
"loss": 0.0038,
"step": 418
},
{
"epoch": 1.9237668161434978,
"grad_norm": 29.345619201660156,
"learning_rate": 2.0431893687707643e-05,
"loss": 0.251,
"step": 429
},
{
"epoch": 1.9730941704035874,
"grad_norm": 0.05096792057156563,
"learning_rate": 1.951827242524917e-05,
"loss": 0.3514,
"step": 440
},
{
"epoch": 2.0,
"eval_accuracy": 0.946067415730337,
"eval_f1_macro": 0.9457020850649197,
"eval_f1_micro": 0.946067415730337,
"eval_f1_weighted": 0.9461015789750475,
"eval_loss": 0.34203216433525085,
"eval_precision_macro": 0.9447370569809594,
"eval_precision_micro": 0.946067415730337,
"eval_precision_weighted": 0.9466487598452521,
"eval_recall_macro": 0.9472065189712249,
"eval_recall_micro": 0.946067415730337,
"eval_recall_weighted": 0.946067415730337,
"eval_runtime": 1.7697,
"eval_samples_per_second": 251.457,
"eval_steps_per_second": 15.822,
"step": 446
}
],
"logging_steps": 11,
"max_steps": 669,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 234175146792960.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}