File size: 5,535 Bytes
a2bf017 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 |
{
"best_metric": 1.4656140804290771,
"best_model_checkpoint": "models/dehanalkautsar/mbert-3-with-multilingual-tokenizer-30k/checkpoint-24000",
"epoch": 9.996235629260353,
"eval_steps": 2000,
"global_step": 24570,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.8139179977617255,
"grad_norm": 18.654558181762695,
"learning_rate": 9.185999185999187e-05,
"loss": 4.0579,
"step": 2000
},
{
"epoch": 0.8139179977617255,
"eval_loss": 2.5225632190704346,
"eval_runtime": 73.2103,
"eval_samples_per_second": 136.593,
"eval_steps_per_second": 2.145,
"step": 2000
},
{
"epoch": 1.6275307762742903,
"grad_norm": 15.436388969421387,
"learning_rate": 8.371998371998372e-05,
"loss": 2.3568,
"step": 4000
},
{
"epoch": 1.6275307762742903,
"eval_loss": 2.068246603012085,
"eval_runtime": 73.2939,
"eval_samples_per_second": 136.437,
"eval_steps_per_second": 2.142,
"step": 4000
},
{
"epoch": 2.4411435547868554,
"grad_norm": 13.966560363769531,
"learning_rate": 7.557997557997558e-05,
"loss": 2.0445,
"step": 6000
},
{
"epoch": 2.4411435547868554,
"eval_loss": 1.8596677780151367,
"eval_runtime": 73.1178,
"eval_samples_per_second": 136.766,
"eval_steps_per_second": 2.147,
"step": 6000
},
{
"epoch": 3.25475633329942,
"grad_norm": 14.865880012512207,
"learning_rate": 6.743996743996744e-05,
"loss": 1.8887,
"step": 8000
},
{
"epoch": 3.25475633329942,
"eval_loss": 1.7477023601531982,
"eval_runtime": 73.1164,
"eval_samples_per_second": 136.768,
"eval_steps_per_second": 2.147,
"step": 8000
},
{
"epoch": 4.068369111811985,
"grad_norm": 13.934277534484863,
"learning_rate": 5.929995929995931e-05,
"loss": 1.7863,
"step": 10000
},
{
"epoch": 4.068369111811985,
"eval_loss": 1.677494764328003,
"eval_runtime": 73.1043,
"eval_samples_per_second": 136.791,
"eval_steps_per_second": 2.148,
"step": 10000
},
{
"epoch": 4.882287109573711,
"grad_norm": 13.954177856445312,
"learning_rate": 5.115995115995116e-05,
"loss": 1.7168,
"step": 12000
},
{
"epoch": 4.882287109573711,
"eval_loss": 1.6307039260864258,
"eval_runtime": 73.09,
"eval_samples_per_second": 136.818,
"eval_steps_per_second": 2.148,
"step": 12000
},
{
"epoch": 5.6958998880862755,
"grad_norm": 13.182450294494629,
"learning_rate": 4.301994301994302e-05,
"loss": 1.6626,
"step": 14000
},
{
"epoch": 5.6958998880862755,
"eval_loss": 1.5682964324951172,
"eval_runtime": 73.1095,
"eval_samples_per_second": 136.781,
"eval_steps_per_second": 2.147,
"step": 14000
},
{
"epoch": 6.50951266659884,
"grad_norm": 13.514598846435547,
"learning_rate": 3.487993487993488e-05,
"loss": 1.6187,
"step": 16000
},
{
"epoch": 6.50951266659884,
"eval_loss": 1.5308398008346558,
"eval_runtime": 73.125,
"eval_samples_per_second": 136.752,
"eval_steps_per_second": 2.147,
"step": 16000
},
{
"epoch": 7.323125445111405,
"grad_norm": 14.169295310974121,
"learning_rate": 2.673992673992674e-05,
"loss": 1.5873,
"step": 18000
},
{
"epoch": 7.323125445111405,
"eval_loss": 1.5098525285720825,
"eval_runtime": 73.107,
"eval_samples_per_second": 136.786,
"eval_steps_per_second": 2.148,
"step": 18000
},
{
"epoch": 8.13673822362397,
"grad_norm": 13.590775489807129,
"learning_rate": 1.85999185999186e-05,
"loss": 1.5568,
"step": 20000
},
{
"epoch": 8.13673822362397,
"eval_loss": 1.4912240505218506,
"eval_runtime": 73.2463,
"eval_samples_per_second": 136.526,
"eval_steps_per_second": 2.143,
"step": 20000
},
{
"epoch": 8.950656221385696,
"grad_norm": 13.897253036499023,
"learning_rate": 1.045991045991046e-05,
"loss": 1.5348,
"step": 22000
},
{
"epoch": 8.950656221385696,
"eval_loss": 1.4697929620742798,
"eval_runtime": 73.2504,
"eval_samples_per_second": 136.518,
"eval_steps_per_second": 2.143,
"step": 22000
},
{
"epoch": 9.76426899989826,
"grad_norm": 13.867361068725586,
"learning_rate": 2.31990231990232e-06,
"loss": 1.5172,
"step": 24000
},
{
"epoch": 9.76426899989826,
"eval_loss": 1.4656140804290771,
"eval_runtime": 73.2214,
"eval_samples_per_second": 136.572,
"eval_steps_per_second": 2.144,
"step": 24000
}
],
"logging_steps": 2000,
"max_steps": 24570,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 2000,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.6550302836575232e+18,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}
|