roberta-base-mean-softmax-300 / trainer_state.json
sobamchan's picture
Upload folder using huggingface_hub
881aa6c verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.04076086956521739,
"eval_steps": 5,
"global_step": 300,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0006793478260869565,
"eval_loss": 4.499350547790527,
"eval_runtime": 20.1523,
"eval_samples_per_second": 975.424,
"eval_steps_per_second": 7.642,
"step": 5
},
{
"epoch": 0.001358695652173913,
"eval_loss": 4.498117923736572,
"eval_runtime": 20.4966,
"eval_samples_per_second": 959.037,
"eval_steps_per_second": 7.513,
"step": 10
},
{
"epoch": 0.0020380434782608695,
"eval_loss": 4.495996475219727,
"eval_runtime": 21.0485,
"eval_samples_per_second": 933.891,
"eval_steps_per_second": 7.316,
"step": 15
},
{
"epoch": 0.002717391304347826,
"eval_loss": 4.492975234985352,
"eval_runtime": 21.3506,
"eval_samples_per_second": 920.677,
"eval_steps_per_second": 7.213,
"step": 20
},
{
"epoch": 0.0033967391304347825,
"eval_loss": 4.489028453826904,
"eval_runtime": 21.5145,
"eval_samples_per_second": 913.661,
"eval_steps_per_second": 7.158,
"step": 25
},
{
"epoch": 0.004076086956521739,
"eval_loss": 4.484206199645996,
"eval_runtime": 21.5836,
"eval_samples_per_second": 910.738,
"eval_steps_per_second": 7.135,
"step": 30
},
{
"epoch": 0.004755434782608696,
"eval_loss": 4.478429317474365,
"eval_runtime": 21.7892,
"eval_samples_per_second": 902.143,
"eval_steps_per_second": 7.068,
"step": 35
},
{
"epoch": 0.005434782608695652,
"eval_loss": 4.471565246582031,
"eval_runtime": 21.9727,
"eval_samples_per_second": 894.608,
"eval_steps_per_second": 7.009,
"step": 40
},
{
"epoch": 0.006114130434782609,
"eval_loss": 4.463589668273926,
"eval_runtime": 21.6519,
"eval_samples_per_second": 907.863,
"eval_steps_per_second": 7.113,
"step": 45
},
{
"epoch": 0.006793478260869565,
"eval_loss": 4.454347610473633,
"eval_runtime": 21.7784,
"eval_samples_per_second": 902.593,
"eval_steps_per_second": 7.071,
"step": 50
},
{
"epoch": 0.007472826086956522,
"eval_loss": 4.443789958953857,
"eval_runtime": 21.9874,
"eval_samples_per_second": 894.012,
"eval_steps_per_second": 7.004,
"step": 55
},
{
"epoch": 0.008152173913043478,
"eval_loss": 4.432095527648926,
"eval_runtime": 21.6944,
"eval_samples_per_second": 906.087,
"eval_steps_per_second": 7.099,
"step": 60
},
{
"epoch": 0.008831521739130434,
"eval_loss": 4.419074535369873,
"eval_runtime": 21.7766,
"eval_samples_per_second": 902.668,
"eval_steps_per_second": 7.072,
"step": 65
},
{
"epoch": 0.009510869565217392,
"eval_loss": 4.404222011566162,
"eval_runtime": 21.9472,
"eval_samples_per_second": 895.649,
"eval_steps_per_second": 7.017,
"step": 70
},
{
"epoch": 0.010190217391304348,
"eval_loss": 4.387468338012695,
"eval_runtime": 22.1085,
"eval_samples_per_second": 889.115,
"eval_steps_per_second": 6.966,
"step": 75
},
{
"epoch": 0.010869565217391304,
"eval_loss": 4.368589878082275,
"eval_runtime": 21.8154,
"eval_samples_per_second": 901.063,
"eval_steps_per_second": 7.059,
"step": 80
},
{
"epoch": 0.01154891304347826,
"eval_loss": 4.347426891326904,
"eval_runtime": 21.8937,
"eval_samples_per_second": 897.84,
"eval_steps_per_second": 7.034,
"step": 85
},
{
"epoch": 0.012228260869565218,
"eval_loss": 4.32356595993042,
"eval_runtime": 21.9031,
"eval_samples_per_second": 897.453,
"eval_steps_per_second": 7.031,
"step": 90
},
{
"epoch": 0.012907608695652174,
"eval_loss": 4.296773433685303,
"eval_runtime": 22.045,
"eval_samples_per_second": 891.674,
"eval_steps_per_second": 6.986,
"step": 95
},
{
"epoch": 0.01358695652173913,
"grad_norm": 11.771966934204102,
"learning_rate": 4.528985507246377e-07,
"loss": 4.4995,
"step": 100
},
{
"epoch": 0.01358695652173913,
"eval_loss": 4.266582489013672,
"eval_runtime": 21.7748,
"eval_samples_per_second": 902.742,
"eval_steps_per_second": 7.072,
"step": 100
},
{
"epoch": 0.014266304347826086,
"eval_loss": 4.232626914978027,
"eval_runtime": 21.7463,
"eval_samples_per_second": 903.924,
"eval_steps_per_second": 7.082,
"step": 105
},
{
"epoch": 0.014945652173913044,
"eval_loss": 4.194711208343506,
"eval_runtime": 22.0767,
"eval_samples_per_second": 890.396,
"eval_steps_per_second": 6.976,
"step": 110
},
{
"epoch": 0.015625,
"eval_loss": 4.151618957519531,
"eval_runtime": 21.7284,
"eval_samples_per_second": 904.667,
"eval_steps_per_second": 7.087,
"step": 115
},
{
"epoch": 0.016304347826086956,
"eval_loss": 4.102933883666992,
"eval_runtime": 21.8375,
"eval_samples_per_second": 900.149,
"eval_steps_per_second": 7.052,
"step": 120
},
{
"epoch": 0.016983695652173912,
"eval_loss": 4.047597408294678,
"eval_runtime": 21.8792,
"eval_samples_per_second": 898.434,
"eval_steps_per_second": 7.039,
"step": 125
},
{
"epoch": 0.017663043478260868,
"eval_loss": 3.9850316047668457,
"eval_runtime": 22.0074,
"eval_samples_per_second": 893.2,
"eval_steps_per_second": 6.998,
"step": 130
},
{
"epoch": 0.018342391304347828,
"eval_loss": 3.9161784648895264,
"eval_runtime": 21.9382,
"eval_samples_per_second": 896.016,
"eval_steps_per_second": 7.02,
"step": 135
},
{
"epoch": 0.019021739130434784,
"eval_loss": 3.839725971221924,
"eval_runtime": 21.8144,
"eval_samples_per_second": 901.1,
"eval_steps_per_second": 7.06,
"step": 140
},
{
"epoch": 0.01970108695652174,
"eval_loss": 3.7521822452545166,
"eval_runtime": 21.6841,
"eval_samples_per_second": 906.516,
"eval_steps_per_second": 7.102,
"step": 145
},
{
"epoch": 0.020380434782608696,
"eval_loss": 3.652061700820923,
"eval_runtime": 21.8254,
"eval_samples_per_second": 900.648,
"eval_steps_per_second": 7.056,
"step": 150
},
{
"epoch": 0.021059782608695652,
"eval_loss": 3.5387539863586426,
"eval_runtime": 21.8927,
"eval_samples_per_second": 897.878,
"eval_steps_per_second": 7.034,
"step": 155
},
{
"epoch": 0.021739130434782608,
"eval_loss": 3.4114441871643066,
"eval_runtime": 21.8999,
"eval_samples_per_second": 897.585,
"eval_steps_per_second": 7.032,
"step": 160
},
{
"epoch": 0.022418478260869564,
"eval_loss": 3.2700562477111816,
"eval_runtime": 22.0501,
"eval_samples_per_second": 891.469,
"eval_steps_per_second": 6.984,
"step": 165
},
{
"epoch": 0.02309782608695652,
"eval_loss": 3.114734172821045,
"eval_runtime": 21.7106,
"eval_samples_per_second": 905.412,
"eval_steps_per_second": 7.093,
"step": 170
},
{
"epoch": 0.02377717391304348,
"eval_loss": 2.9471371173858643,
"eval_runtime": 21.8419,
"eval_samples_per_second": 899.966,
"eval_steps_per_second": 7.051,
"step": 175
},
{
"epoch": 0.024456521739130436,
"eval_loss": 2.7709779739379883,
"eval_runtime": 21.8693,
"eval_samples_per_second": 898.839,
"eval_steps_per_second": 7.042,
"step": 180
},
{
"epoch": 0.025135869565217392,
"eval_loss": 2.590932607650757,
"eval_runtime": 22.0818,
"eval_samples_per_second": 890.189,
"eval_steps_per_second": 6.974,
"step": 185
},
{
"epoch": 0.025815217391304348,
"eval_loss": 2.4126803874969482,
"eval_runtime": 21.8508,
"eval_samples_per_second": 899.601,
"eval_steps_per_second": 7.048,
"step": 190
},
{
"epoch": 0.026494565217391304,
"eval_loss": 2.243886947631836,
"eval_runtime": 21.9268,
"eval_samples_per_second": 896.483,
"eval_steps_per_second": 7.023,
"step": 195
},
{
"epoch": 0.02717391304347826,
"grad_norm": 25.208101272583008,
"learning_rate": 9.057971014492754e-07,
"loss": 3.6918,
"step": 200
},
{
"epoch": 0.02717391304347826,
"eval_loss": 2.0869383811950684,
"eval_runtime": 21.9994,
"eval_samples_per_second": 893.524,
"eval_steps_per_second": 7.0,
"step": 200
},
{
"epoch": 0.027853260869565216,
"eval_loss": 1.9476724863052368,
"eval_runtime": 21.8137,
"eval_samples_per_second": 901.132,
"eval_steps_per_second": 7.06,
"step": 205
},
{
"epoch": 0.028532608695652172,
"eval_loss": 1.8273799419403076,
"eval_runtime": 21.8665,
"eval_samples_per_second": 898.954,
"eval_steps_per_second": 7.043,
"step": 210
},
{
"epoch": 0.029211956521739132,
"eval_loss": 1.71555495262146,
"eval_runtime": 21.8011,
"eval_samples_per_second": 901.651,
"eval_steps_per_second": 7.064,
"step": 215
},
{
"epoch": 0.029891304347826088,
"eval_loss": 1.621083378791809,
"eval_runtime": 21.9545,
"eval_samples_per_second": 895.354,
"eval_steps_per_second": 7.015,
"step": 220
},
{
"epoch": 0.030570652173913044,
"eval_loss": 1.5416371822357178,
"eval_runtime": 21.6636,
"eval_samples_per_second": 907.377,
"eval_steps_per_second": 7.109,
"step": 225
},
{
"epoch": 0.03125,
"eval_loss": 1.4732381105422974,
"eval_runtime": 21.6731,
"eval_samples_per_second": 906.976,
"eval_steps_per_second": 7.106,
"step": 230
},
{
"epoch": 0.03192934782608696,
"eval_loss": 1.417628288269043,
"eval_runtime": 21.9177,
"eval_samples_per_second": 896.857,
"eval_steps_per_second": 7.026,
"step": 235
},
{
"epoch": 0.03260869565217391,
"eval_loss": 1.3701567649841309,
"eval_runtime": 22.0593,
"eval_samples_per_second": 891.097,
"eval_steps_per_second": 6.981,
"step": 240
},
{
"epoch": 0.03328804347826087,
"eval_loss": 1.326924204826355,
"eval_runtime": 21.7518,
"eval_samples_per_second": 903.694,
"eval_steps_per_second": 7.08,
"step": 245
},
{
"epoch": 0.033967391304347824,
"eval_loss": 1.2892364263534546,
"eval_runtime": 21.807,
"eval_samples_per_second": 901.406,
"eval_steps_per_second": 7.062,
"step": 250
},
{
"epoch": 0.034646739130434784,
"eval_loss": 1.256325125694275,
"eval_runtime": 21.977,
"eval_samples_per_second": 894.436,
"eval_steps_per_second": 7.007,
"step": 255
},
{
"epoch": 0.035326086956521736,
"eval_loss": 1.2281286716461182,
"eval_runtime": 21.9123,
"eval_samples_per_second": 897.075,
"eval_steps_per_second": 7.028,
"step": 260
},
{
"epoch": 0.036005434782608696,
"eval_loss": 1.2023590803146362,
"eval_runtime": 21.7217,
"eval_samples_per_second": 904.947,
"eval_steps_per_second": 7.09,
"step": 265
},
{
"epoch": 0.036684782608695655,
"eval_loss": 1.1796302795410156,
"eval_runtime": 21.8625,
"eval_samples_per_second": 899.119,
"eval_steps_per_second": 7.044,
"step": 270
},
{
"epoch": 0.03736413043478261,
"eval_loss": 1.1600725650787354,
"eval_runtime": 22.083,
"eval_samples_per_second": 890.141,
"eval_steps_per_second": 6.974,
"step": 275
},
{
"epoch": 0.03804347826086957,
"eval_loss": 1.1428364515304565,
"eval_runtime": 21.958,
"eval_samples_per_second": 895.209,
"eval_steps_per_second": 7.013,
"step": 280
},
{
"epoch": 0.03872282608695652,
"eval_loss": 1.1271179914474487,
"eval_runtime": 21.9261,
"eval_samples_per_second": 896.511,
"eval_steps_per_second": 7.024,
"step": 285
},
{
"epoch": 0.03940217391304348,
"eval_loss": 1.1129034757614136,
"eval_runtime": 21.8882,
"eval_samples_per_second": 898.065,
"eval_steps_per_second": 7.036,
"step": 290
},
{
"epoch": 0.04008152173913043,
"eval_loss": 1.100168228149414,
"eval_runtime": 21.8776,
"eval_samples_per_second": 898.498,
"eval_steps_per_second": 7.039,
"step": 295
},
{
"epoch": 0.04076086956521739,
"grad_norm": 14.775556564331055,
"learning_rate": 1.3586956521739131e-06,
"loss": 1.7071,
"step": 300
},
{
"epoch": 0.04076086956521739,
"eval_loss": 1.087642788887024,
"eval_runtime": 21.8501,
"eval_samples_per_second": 899.629,
"eval_steps_per_second": 7.048,
"step": 300
}
],
"logging_steps": 100,
"max_steps": 22080,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 5,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 128,
"trial_name": null,
"trial_params": null
}