Upload 11 files
Browse files- config.json +1 -1
- optimizer.pt +1 -1
- pytorch_model.bin +1 -1
- rng_state.pth +1 -1
- scheduler.pt +1 -1
- trainer_state.json +235 -235
- training_args.bin +1 -1
config.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
-
"_name_or_path": "bert-
|
| 3 |
"architectures": [
|
| 4 |
"BertForSequenceClassification"
|
| 5 |
],
|
|
|
|
| 1 |
{
|
| 2 |
+
"_name_or_path": "timter/bert-vectormail",
|
| 3 |
"architectures": [
|
| 4 |
"BertForSequenceClassification"
|
| 5 |
],
|
optimizer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 4758740
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:732822da596999a0587d06f9fa761589bd0d4af7750e7ec4a322fc0d89e296ff
|
| 3 |
size 4758740
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 436411182
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:779d29fb7b23cc94a3a680e2eccb0399af0499fb65499b83d04f1189dacaf858
|
| 3 |
size 436411182
|
rng_state.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 13986
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ba5432cf0305978612f4b2bb37a0ff3b1a246780bea568e8622da1b5f236c251
|
| 3 |
size 13986
|
scheduler.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1060
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1b2289e948898150f9b819f3320b03f5e138b64f8f2eadf5e0c4001b4fd3caed
|
| 3 |
size 1060
|
trainer_state.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
-
"best_metric": 0.
|
| 3 |
-
"best_model_checkpoint": "bert-label-classifier_teacher\\checkpoint-
|
| 4 |
"epoch": 10.0,
|
| 5 |
-
"global_step":
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
|
@@ -10,317 +10,317 @@
|
|
| 10 |
{
|
| 11 |
"epoch": 1.0,
|
| 12 |
"learning_rate": 1.8e-05,
|
| 13 |
-
"loss":
|
| 14 |
-
"step":
|
| 15 |
},
|
| 16 |
{
|
| 17 |
"epoch": 1.0,
|
| 18 |
-
"eval_accuracy": 0.
|
| 19 |
"eval_auc": NaN,
|
| 20 |
-
"eval_f1_Haftpflichtschaden": 0.
|
| 21 |
-
"eval_f1_Hausrat-Schaden": 0.
|
| 22 |
-
"eval_f1_Kfz-Schaden": 0.
|
| 23 |
-
"eval_f1_Reiseschaden": 0.
|
| 24 |
-
"eval_f1_Tierkrankheit": 0.
|
| 25 |
-
"eval_loss":
|
| 26 |
-
"eval_precision_Haftpflichtschaden": 0.
|
| 27 |
-
"eval_precision_Hausrat-Schaden": 0.
|
| 28 |
-
"eval_precision_Kfz-Schaden": 0.
|
| 29 |
-
"eval_precision_Reiseschaden": 0.
|
| 30 |
-
"eval_precision_Tierkrankheit": 0.
|
| 31 |
-
"eval_recall_Haftpflichtschaden": 0.
|
| 32 |
-
"eval_recall_Hausrat-Schaden": 0.
|
| 33 |
-
"eval_recall_Kfz-Schaden": 0.
|
| 34 |
-
"eval_recall_Reiseschaden": 0.
|
| 35 |
-
"eval_recall_Tierkrankheit": 0.
|
| 36 |
-
"eval_runtime":
|
| 37 |
-
"eval_samples_per_second":
|
| 38 |
-
"eval_steps_per_second": 0.
|
| 39 |
-
"step":
|
| 40 |
},
|
| 41 |
{
|
| 42 |
"epoch": 2.0,
|
| 43 |
"learning_rate": 1.6000000000000003e-05,
|
| 44 |
-
"loss":
|
| 45 |
-
"step":
|
| 46 |
},
|
| 47 |
{
|
| 48 |
"epoch": 2.0,
|
| 49 |
-
"eval_accuracy": 0.
|
| 50 |
"eval_auc": NaN,
|
| 51 |
-
"eval_f1_Haftpflichtschaden": 0.
|
| 52 |
-
"eval_f1_Hausrat-Schaden": 0.
|
| 53 |
-
"eval_f1_Kfz-Schaden": 0.
|
| 54 |
-
"eval_f1_Reiseschaden": 0.
|
| 55 |
-
"eval_f1_Tierkrankheit": 0.
|
| 56 |
-
"eval_loss": 0.
|
| 57 |
-
"eval_precision_Haftpflichtschaden": 0.
|
| 58 |
-
"eval_precision_Hausrat-Schaden": 0.
|
| 59 |
-
"eval_precision_Kfz-Schaden": 0.
|
| 60 |
-
"eval_precision_Reiseschaden": 0.
|
| 61 |
-
"eval_precision_Tierkrankheit": 0.
|
| 62 |
-
"eval_recall_Haftpflichtschaden": 0.
|
| 63 |
-
"eval_recall_Hausrat-Schaden": 0.
|
| 64 |
-
"eval_recall_Kfz-Schaden": 0.
|
| 65 |
-
"eval_recall_Reiseschaden": 0.
|
| 66 |
-
"eval_recall_Tierkrankheit":
|
| 67 |
-
"eval_runtime":
|
| 68 |
-
"eval_samples_per_second": 6.
|
| 69 |
-
"eval_steps_per_second": 0.
|
| 70 |
-
"step":
|
| 71 |
},
|
| 72 |
{
|
| 73 |
"epoch": 3.0,
|
| 74 |
"learning_rate": 1.4e-05,
|
| 75 |
-
"loss": 0.
|
| 76 |
-
"step":
|
| 77 |
},
|
| 78 |
{
|
| 79 |
"epoch": 3.0,
|
| 80 |
-
"eval_accuracy": 0.
|
| 81 |
"eval_auc": NaN,
|
| 82 |
-
"eval_f1_Haftpflichtschaden": 0.
|
| 83 |
-
"eval_f1_Hausrat-Schaden": 0.
|
| 84 |
-
"eval_f1_Kfz-Schaden": 0.
|
| 85 |
-
"eval_f1_Reiseschaden": 0.
|
| 86 |
-
"eval_f1_Tierkrankheit": 0.
|
| 87 |
-
"eval_loss": 0.
|
| 88 |
-
"eval_precision_Haftpflichtschaden": 0.
|
| 89 |
-
"eval_precision_Hausrat-Schaden": 0.
|
| 90 |
-
"eval_precision_Kfz-Schaden": 0.
|
| 91 |
-
"eval_precision_Reiseschaden": 0.
|
| 92 |
-
"eval_precision_Tierkrankheit": 0.
|
| 93 |
-
"eval_recall_Haftpflichtschaden": 0.
|
| 94 |
-
"eval_recall_Hausrat-Schaden": 0.
|
| 95 |
-
"eval_recall_Kfz-Schaden": 0.
|
| 96 |
-
"eval_recall_Reiseschaden": 0.
|
| 97 |
-
"eval_recall_Tierkrankheit":
|
| 98 |
-
"eval_runtime":
|
| 99 |
-
"eval_samples_per_second":
|
| 100 |
-
"eval_steps_per_second": 0.
|
| 101 |
-
"step":
|
| 102 |
},
|
| 103 |
{
|
| 104 |
"epoch": 4.0,
|
| 105 |
"learning_rate": 1.2e-05,
|
| 106 |
-
"loss": 0.
|
| 107 |
-
"step":
|
| 108 |
},
|
| 109 |
{
|
| 110 |
"epoch": 4.0,
|
| 111 |
-
"eval_accuracy": 0.
|
| 112 |
"eval_auc": NaN,
|
| 113 |
-
"eval_f1_Haftpflichtschaden": 0.
|
| 114 |
-
"eval_f1_Hausrat-Schaden": 0.
|
| 115 |
-
"eval_f1_Kfz-Schaden": 0.
|
| 116 |
-
"eval_f1_Reiseschaden": 0.
|
| 117 |
-
"eval_f1_Tierkrankheit":
|
| 118 |
-
"eval_loss": 0.
|
| 119 |
-
"eval_precision_Haftpflichtschaden": 0.
|
| 120 |
-
"eval_precision_Hausrat-Schaden": 0.
|
| 121 |
-
"eval_precision_Kfz-Schaden": 0.
|
| 122 |
-
"eval_precision_Reiseschaden": 0.
|
| 123 |
-
"eval_precision_Tierkrankheit":
|
| 124 |
-
"eval_recall_Haftpflichtschaden": 0.
|
| 125 |
-
"eval_recall_Hausrat-Schaden": 0.
|
| 126 |
-
"eval_recall_Kfz-Schaden": 0.
|
| 127 |
-
"eval_recall_Reiseschaden":
|
| 128 |
-
"eval_recall_Tierkrankheit":
|
| 129 |
-
"eval_runtime":
|
| 130 |
-
"eval_samples_per_second": 6.
|
| 131 |
-
"eval_steps_per_second": 0.
|
| 132 |
-
"step":
|
| 133 |
},
|
| 134 |
{
|
| 135 |
"epoch": 5.0,
|
| 136 |
"learning_rate": 1e-05,
|
| 137 |
-
"loss": 0.
|
| 138 |
-
"step":
|
| 139 |
},
|
| 140 |
{
|
| 141 |
"epoch": 5.0,
|
| 142 |
-
"eval_accuracy": 0.
|
| 143 |
"eval_auc": NaN,
|
| 144 |
-
"eval_f1_Haftpflichtschaden": 0.
|
| 145 |
-
"eval_f1_Hausrat-Schaden": 0.
|
| 146 |
-
"eval_f1_Kfz-Schaden": 0.
|
| 147 |
-
"eval_f1_Reiseschaden": 0.
|
| 148 |
-
"eval_f1_Tierkrankheit": 0.
|
| 149 |
-
"eval_loss": 0.
|
| 150 |
-
"eval_precision_Haftpflichtschaden": 0.
|
| 151 |
-
"eval_precision_Hausrat-Schaden": 0.
|
| 152 |
-
"eval_precision_Kfz-Schaden": 0.
|
| 153 |
-
"eval_precision_Reiseschaden":
|
| 154 |
-
"eval_precision_Tierkrankheit": 0.
|
| 155 |
-
"eval_recall_Haftpflichtschaden": 0.
|
| 156 |
-
"eval_recall_Hausrat-Schaden": 0.
|
| 157 |
-
"eval_recall_Kfz-Schaden": 0.
|
| 158 |
-
"eval_recall_Reiseschaden": 0.
|
| 159 |
-
"eval_recall_Tierkrankheit":
|
| 160 |
-
"eval_runtime":
|
| 161 |
-
"eval_samples_per_second":
|
| 162 |
-
"eval_steps_per_second": 0.
|
| 163 |
-
"step":
|
| 164 |
},
|
| 165 |
{
|
| 166 |
"epoch": 6.0,
|
| 167 |
"learning_rate": 8.000000000000001e-06,
|
| 168 |
-
"loss": 0.
|
| 169 |
-
"step":
|
| 170 |
},
|
| 171 |
{
|
| 172 |
"epoch": 6.0,
|
| 173 |
-
"eval_accuracy": 0.
|
| 174 |
"eval_auc": NaN,
|
| 175 |
-
"eval_f1_Haftpflichtschaden": 0.
|
| 176 |
-
"eval_f1_Hausrat-Schaden": 0.
|
| 177 |
-
"eval_f1_Kfz-Schaden": 0.
|
| 178 |
-
"eval_f1_Reiseschaden": 0.
|
| 179 |
-
"eval_f1_Tierkrankheit": 0.
|
| 180 |
-
"eval_loss": 0.
|
| 181 |
-
"eval_precision_Haftpflichtschaden": 0.
|
| 182 |
-
"eval_precision_Hausrat-Schaden": 0.
|
| 183 |
-
"eval_precision_Kfz-Schaden": 0.
|
| 184 |
-
"eval_precision_Reiseschaden":
|
| 185 |
-
"eval_precision_Tierkrankheit": 0.
|
| 186 |
-
"eval_recall_Haftpflichtschaden": 0.
|
| 187 |
-
"eval_recall_Hausrat-Schaden": 0.
|
| 188 |
-
"eval_recall_Kfz-Schaden": 0.
|
| 189 |
-
"eval_recall_Reiseschaden": 0.
|
| 190 |
-
"eval_recall_Tierkrankheit":
|
| 191 |
-
"eval_runtime":
|
| 192 |
-
"eval_samples_per_second":
|
| 193 |
-
"eval_steps_per_second": 0.
|
| 194 |
-
"step":
|
| 195 |
},
|
| 196 |
{
|
| 197 |
"epoch": 7.0,
|
| 198 |
"learning_rate": 6e-06,
|
| 199 |
-
"loss": 0.
|
| 200 |
-
"step":
|
| 201 |
},
|
| 202 |
{
|
| 203 |
"epoch": 7.0,
|
| 204 |
-
"eval_accuracy": 0.
|
| 205 |
"eval_auc": NaN,
|
| 206 |
-
"eval_f1_Haftpflichtschaden": 0.
|
| 207 |
-
"eval_f1_Hausrat-Schaden": 0.
|
| 208 |
-
"eval_f1_Kfz-Schaden": 0.
|
| 209 |
-
"eval_f1_Reiseschaden":
|
| 210 |
-
"eval_f1_Tierkrankheit":
|
| 211 |
-
"eval_loss": 0.
|
| 212 |
-
"eval_precision_Haftpflichtschaden":
|
| 213 |
-
"eval_precision_Hausrat-Schaden": 0.
|
| 214 |
-
"eval_precision_Kfz-Schaden": 0.
|
| 215 |
-
"eval_precision_Reiseschaden":
|
| 216 |
-
"eval_precision_Tierkrankheit":
|
| 217 |
-
"eval_recall_Haftpflichtschaden": 0.
|
| 218 |
-
"eval_recall_Hausrat-Schaden":
|
| 219 |
-
"eval_recall_Kfz-Schaden":
|
| 220 |
-
"eval_recall_Reiseschaden":
|
| 221 |
-
"eval_recall_Tierkrankheit":
|
| 222 |
-
"eval_runtime":
|
| 223 |
-
"eval_samples_per_second":
|
| 224 |
-
"eval_steps_per_second": 0.
|
| 225 |
-
"step":
|
| 226 |
},
|
| 227 |
{
|
| 228 |
"epoch": 8.0,
|
| 229 |
"learning_rate": 4.000000000000001e-06,
|
| 230 |
-
"loss": 0.
|
| 231 |
-
"step":
|
| 232 |
},
|
| 233 |
{
|
| 234 |
"epoch": 8.0,
|
| 235 |
-
"eval_accuracy": 0.
|
| 236 |
"eval_auc": NaN,
|
| 237 |
-
"eval_f1_Haftpflichtschaden": 0.
|
| 238 |
-
"eval_f1_Hausrat-Schaden": 0.
|
| 239 |
-
"eval_f1_Kfz-Schaden": 0.
|
| 240 |
-
"eval_f1_Reiseschaden":
|
| 241 |
-
"eval_f1_Tierkrankheit":
|
| 242 |
-
"eval_loss": 0.
|
| 243 |
-
"eval_precision_Haftpflichtschaden":
|
| 244 |
-
"eval_precision_Hausrat-Schaden": 0.
|
| 245 |
-
"eval_precision_Kfz-Schaden": 0.
|
| 246 |
-
"eval_precision_Reiseschaden":
|
| 247 |
-
"eval_precision_Tierkrankheit":
|
| 248 |
-
"eval_recall_Haftpflichtschaden": 0.
|
| 249 |
-
"eval_recall_Hausrat-Schaden":
|
| 250 |
-
"eval_recall_Kfz-Schaden":
|
| 251 |
-
"eval_recall_Reiseschaden":
|
| 252 |
-
"eval_recall_Tierkrankheit":
|
| 253 |
-
"eval_runtime":
|
| 254 |
-
"eval_samples_per_second":
|
| 255 |
-
"eval_steps_per_second": 0.
|
| 256 |
-
"step":
|
| 257 |
},
|
| 258 |
{
|
| 259 |
"epoch": 9.0,
|
| 260 |
"learning_rate": 2.0000000000000003e-06,
|
| 261 |
-
"loss": 0.
|
| 262 |
-
"step":
|
| 263 |
},
|
| 264 |
{
|
| 265 |
"epoch": 9.0,
|
| 266 |
-
"eval_accuracy": 0.
|
| 267 |
"eval_auc": NaN,
|
| 268 |
-
"eval_f1_Haftpflichtschaden": 0.
|
| 269 |
-
"eval_f1_Hausrat-Schaden": 0.
|
| 270 |
-
"eval_f1_Kfz-Schaden": 0.
|
| 271 |
-
"eval_f1_Reiseschaden":
|
| 272 |
-
"eval_f1_Tierkrankheit":
|
| 273 |
-
"eval_loss": 0.
|
| 274 |
-
"eval_precision_Haftpflichtschaden":
|
| 275 |
-
"eval_precision_Hausrat-Schaden": 0.
|
| 276 |
-
"eval_precision_Kfz-Schaden": 0.
|
| 277 |
-
"eval_precision_Reiseschaden":
|
| 278 |
-
"eval_precision_Tierkrankheit":
|
| 279 |
-
"eval_recall_Haftpflichtschaden": 0.
|
| 280 |
-
"eval_recall_Hausrat-Schaden":
|
| 281 |
-
"eval_recall_Kfz-Schaden":
|
| 282 |
-
"eval_recall_Reiseschaden":
|
| 283 |
-
"eval_recall_Tierkrankheit":
|
| 284 |
-
"eval_runtime":
|
| 285 |
-
"eval_samples_per_second":
|
| 286 |
-
"eval_steps_per_second": 0.
|
| 287 |
-
"step":
|
| 288 |
},
|
| 289 |
{
|
| 290 |
"epoch": 10.0,
|
| 291 |
"learning_rate": 0.0,
|
| 292 |
-
"loss": 0.
|
| 293 |
-
"step":
|
| 294 |
},
|
| 295 |
{
|
| 296 |
"epoch": 10.0,
|
| 297 |
-
"eval_accuracy": 0.
|
| 298 |
"eval_auc": NaN,
|
| 299 |
-
"eval_f1_Haftpflichtschaden": 0.
|
| 300 |
-
"eval_f1_Hausrat-Schaden": 0.
|
| 301 |
-
"eval_f1_Kfz-Schaden": 0.
|
| 302 |
-
"eval_f1_Reiseschaden":
|
| 303 |
-
"eval_f1_Tierkrankheit":
|
| 304 |
-
"eval_loss": 0.
|
| 305 |
-
"eval_precision_Haftpflichtschaden":
|
| 306 |
-
"eval_precision_Hausrat-Schaden": 0.
|
| 307 |
-
"eval_precision_Kfz-Schaden": 0.
|
| 308 |
-
"eval_precision_Reiseschaden":
|
| 309 |
-
"eval_precision_Tierkrankheit":
|
| 310 |
-
"eval_recall_Haftpflichtschaden": 0.
|
| 311 |
-
"eval_recall_Hausrat-Schaden":
|
| 312 |
-
"eval_recall_Kfz-Schaden":
|
| 313 |
-
"eval_recall_Reiseschaden":
|
| 314 |
-
"eval_recall_Tierkrankheit":
|
| 315 |
-
"eval_runtime":
|
| 316 |
-
"eval_samples_per_second":
|
| 317 |
-
"eval_steps_per_second": 0.
|
| 318 |
-
"step":
|
| 319 |
}
|
| 320 |
],
|
| 321 |
-
"max_steps":
|
| 322 |
"num_train_epochs": 10,
|
| 323 |
-
"total_flos":
|
| 324 |
"trial_name": null,
|
| 325 |
"trial_params": null
|
| 326 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"best_metric": 0.5615983605384827,
|
| 3 |
+
"best_model_checkpoint": "bert-label-classifier_teacher\\checkpoint-1000",
|
| 4 |
"epoch": 10.0,
|
| 5 |
+
"global_step": 1000,
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
|
|
|
| 10 |
{
|
| 11 |
"epoch": 1.0,
|
| 12 |
"learning_rate": 1.8e-05,
|
| 13 |
+
"loss": 0.8242,
|
| 14 |
+
"step": 100
|
| 15 |
},
|
| 16 |
{
|
| 17 |
"epoch": 1.0,
|
| 18 |
+
"eval_accuracy": 0.805,
|
| 19 |
"eval_auc": NaN,
|
| 20 |
+
"eval_f1_Haftpflichtschaden": 0.6444444444444445,
|
| 21 |
+
"eval_f1_Hausrat-Schaden": 0.8048780487804879,
|
| 22 |
+
"eval_f1_Kfz-Schaden": 0.7714285714285715,
|
| 23 |
+
"eval_f1_Reiseschaden": 0.8985507246376812,
|
| 24 |
+
"eval_f1_Tierkrankheit": 0.9213483146067416,
|
| 25 |
+
"eval_loss": 0.7598514556884766,
|
| 26 |
+
"eval_precision_Haftpflichtschaden": 0.5576923076923077,
|
| 27 |
+
"eval_precision_Hausrat-Schaden": 0.868421052631579,
|
| 28 |
+
"eval_precision_Kfz-Schaden": 0.8181818181818182,
|
| 29 |
+
"eval_precision_Reiseschaden": 0.9117647058823529,
|
| 30 |
+
"eval_precision_Tierkrankheit": 0.9534883720930233,
|
| 31 |
+
"eval_recall_Haftpflichtschaden": 0.7631578947368421,
|
| 32 |
+
"eval_recall_Hausrat-Schaden": 0.75,
|
| 33 |
+
"eval_recall_Kfz-Schaden": 0.7297297297297297,
|
| 34 |
+
"eval_recall_Reiseschaden": 0.8857142857142857,
|
| 35 |
+
"eval_recall_Tierkrankheit": 0.8913043478260869,
|
| 36 |
+
"eval_runtime": 27.4753,
|
| 37 |
+
"eval_samples_per_second": 7.279,
|
| 38 |
+
"eval_steps_per_second": 0.91,
|
| 39 |
+
"step": 100
|
| 40 |
},
|
| 41 |
{
|
| 42 |
"epoch": 2.0,
|
| 43 |
"learning_rate": 1.6000000000000003e-05,
|
| 44 |
+
"loss": 0.7498,
|
| 45 |
+
"step": 200
|
| 46 |
},
|
| 47 |
{
|
| 48 |
"epoch": 2.0,
|
| 49 |
+
"eval_accuracy": 0.83,
|
| 50 |
"eval_auc": NaN,
|
| 51 |
+
"eval_f1_Haftpflichtschaden": 0.65,
|
| 52 |
+
"eval_f1_Hausrat-Schaden": 0.8409090909090909,
|
| 53 |
+
"eval_f1_Kfz-Schaden": 0.8055555555555556,
|
| 54 |
+
"eval_f1_Reiseschaden": 0.9014084507042254,
|
| 55 |
+
"eval_f1_Tierkrankheit": 0.9438202247191011,
|
| 56 |
+
"eval_loss": 0.7102720737457275,
|
| 57 |
+
"eval_precision_Haftpflichtschaden": 0.6190476190476191,
|
| 58 |
+
"eval_precision_Hausrat-Schaden": 0.8409090909090909,
|
| 59 |
+
"eval_precision_Kfz-Schaden": 0.8285714285714286,
|
| 60 |
+
"eval_precision_Reiseschaden": 0.8888888888888888,
|
| 61 |
+
"eval_precision_Tierkrankheit": 0.9767441860465116,
|
| 62 |
+
"eval_recall_Haftpflichtschaden": 0.6842105263157895,
|
| 63 |
+
"eval_recall_Hausrat-Schaden": 0.8409090909090909,
|
| 64 |
+
"eval_recall_Kfz-Schaden": 0.7837837837837838,
|
| 65 |
+
"eval_recall_Reiseschaden": 0.9142857142857143,
|
| 66 |
+
"eval_recall_Tierkrankheit": 0.9130434782608695,
|
| 67 |
+
"eval_runtime": 28.8153,
|
| 68 |
+
"eval_samples_per_second": 6.941,
|
| 69 |
+
"eval_steps_per_second": 0.868,
|
| 70 |
+
"step": 200
|
| 71 |
},
|
| 72 |
{
|
| 73 |
"epoch": 3.0,
|
| 74 |
"learning_rate": 1.4e-05,
|
| 75 |
+
"loss": 0.7143,
|
| 76 |
+
"step": 300
|
| 77 |
},
|
| 78 |
{
|
| 79 |
"epoch": 3.0,
|
| 80 |
+
"eval_accuracy": 0.845,
|
| 81 |
"eval_auc": NaN,
|
| 82 |
+
"eval_f1_Haftpflichtschaden": 0.6746987951807228,
|
| 83 |
+
"eval_f1_Hausrat-Schaden": 0.8505747126436781,
|
| 84 |
+
"eval_f1_Kfz-Schaden": 0.8,
|
| 85 |
+
"eval_f1_Reiseschaden": 0.927536231884058,
|
| 86 |
+
"eval_f1_Tierkrankheit": 0.967032967032967,
|
| 87 |
+
"eval_loss": 0.6688169240951538,
|
| 88 |
+
"eval_precision_Haftpflichtschaden": 0.6222222222222222,
|
| 89 |
+
"eval_precision_Hausrat-Schaden": 0.8604651162790697,
|
| 90 |
+
"eval_precision_Kfz-Schaden": 0.8484848484848485,
|
| 91 |
+
"eval_precision_Reiseschaden": 0.9411764705882353,
|
| 92 |
+
"eval_precision_Tierkrankheit": 0.9777777777777777,
|
| 93 |
+
"eval_recall_Haftpflichtschaden": 0.7368421052631579,
|
| 94 |
+
"eval_recall_Hausrat-Schaden": 0.8409090909090909,
|
| 95 |
+
"eval_recall_Kfz-Schaden": 0.7567567567567568,
|
| 96 |
+
"eval_recall_Reiseschaden": 0.9142857142857143,
|
| 97 |
+
"eval_recall_Tierkrankheit": 0.9565217391304348,
|
| 98 |
+
"eval_runtime": 27.4688,
|
| 99 |
+
"eval_samples_per_second": 7.281,
|
| 100 |
+
"eval_steps_per_second": 0.91,
|
| 101 |
+
"step": 300
|
| 102 |
},
|
| 103 |
{
|
| 104 |
"epoch": 4.0,
|
| 105 |
"learning_rate": 1.2e-05,
|
| 106 |
+
"loss": 0.6711,
|
| 107 |
+
"step": 400
|
| 108 |
},
|
| 109 |
{
|
| 110 |
"epoch": 4.0,
|
| 111 |
+
"eval_accuracy": 0.855,
|
| 112 |
"eval_auc": NaN,
|
| 113 |
+
"eval_f1_Haftpflichtschaden": 0.691358024691358,
|
| 114 |
+
"eval_f1_Hausrat-Schaden": 0.8636363636363636,
|
| 115 |
+
"eval_f1_Kfz-Schaden": 0.8169014084507042,
|
| 116 |
+
"eval_f1_Reiseschaden": 0.927536231884058,
|
| 117 |
+
"eval_f1_Tierkrankheit": 0.967032967032967,
|
| 118 |
+
"eval_loss": 0.6378782391548157,
|
| 119 |
+
"eval_precision_Haftpflichtschaden": 0.6511627906976745,
|
| 120 |
+
"eval_precision_Hausrat-Schaden": 0.8636363636363636,
|
| 121 |
+
"eval_precision_Kfz-Schaden": 0.8529411764705882,
|
| 122 |
+
"eval_precision_Reiseschaden": 0.9411764705882353,
|
| 123 |
+
"eval_precision_Tierkrankheit": 0.9777777777777777,
|
| 124 |
+
"eval_recall_Haftpflichtschaden": 0.7368421052631579,
|
| 125 |
+
"eval_recall_Hausrat-Schaden": 0.8636363636363636,
|
| 126 |
+
"eval_recall_Kfz-Schaden": 0.7837837837837838,
|
| 127 |
+
"eval_recall_Reiseschaden": 0.9142857142857143,
|
| 128 |
+
"eval_recall_Tierkrankheit": 0.9565217391304348,
|
| 129 |
+
"eval_runtime": 28.973,
|
| 130 |
+
"eval_samples_per_second": 6.903,
|
| 131 |
+
"eval_steps_per_second": 0.863,
|
| 132 |
+
"step": 400
|
| 133 |
},
|
| 134 |
{
|
| 135 |
"epoch": 5.0,
|
| 136 |
"learning_rate": 1e-05,
|
| 137 |
+
"loss": 0.6291,
|
| 138 |
+
"step": 500
|
| 139 |
},
|
| 140 |
{
|
| 141 |
"epoch": 5.0,
|
| 142 |
+
"eval_accuracy": 0.86,
|
| 143 |
"eval_auc": NaN,
|
| 144 |
+
"eval_f1_Haftpflichtschaden": 0.676056338028169,
|
| 145 |
+
"eval_f1_Hausrat-Schaden": 0.8571428571428571,
|
| 146 |
+
"eval_f1_Kfz-Schaden": 0.8333333333333334,
|
| 147 |
+
"eval_f1_Reiseschaden": 0.9411764705882353,
|
| 148 |
+
"eval_f1_Tierkrankheit": 0.967032967032967,
|
| 149 |
+
"eval_loss": 0.6130316257476807,
|
| 150 |
+
"eval_precision_Haftpflichtschaden": 0.7272727272727273,
|
| 151 |
+
"eval_precision_Hausrat-Schaden": 0.7777777777777778,
|
| 152 |
+
"eval_precision_Kfz-Schaden": 0.8571428571428571,
|
| 153 |
+
"eval_precision_Reiseschaden": 0.9696969696969697,
|
| 154 |
+
"eval_precision_Tierkrankheit": 0.9777777777777777,
|
| 155 |
+
"eval_recall_Haftpflichtschaden": 0.631578947368421,
|
| 156 |
+
"eval_recall_Hausrat-Schaden": 0.9545454545454546,
|
| 157 |
+
"eval_recall_Kfz-Schaden": 0.8108108108108109,
|
| 158 |
+
"eval_recall_Reiseschaden": 0.9142857142857143,
|
| 159 |
+
"eval_recall_Tierkrankheit": 0.9565217391304348,
|
| 160 |
+
"eval_runtime": 27.6638,
|
| 161 |
+
"eval_samples_per_second": 7.23,
|
| 162 |
+
"eval_steps_per_second": 0.904,
|
| 163 |
+
"step": 500
|
| 164 |
},
|
| 165 |
{
|
| 166 |
"epoch": 6.0,
|
| 167 |
"learning_rate": 8.000000000000001e-06,
|
| 168 |
+
"loss": 0.6101,
|
| 169 |
+
"step": 600
|
| 170 |
},
|
| 171 |
{
|
| 172 |
"epoch": 6.0,
|
| 173 |
+
"eval_accuracy": 0.875,
|
| 174 |
"eval_auc": NaN,
|
| 175 |
+
"eval_f1_Haftpflichtschaden": 0.7341772151898734,
|
| 176 |
+
"eval_f1_Hausrat-Schaden": 0.8791208791208791,
|
| 177 |
+
"eval_f1_Kfz-Schaden": 0.8450704225352113,
|
| 178 |
+
"eval_f1_Reiseschaden": 0.9411764705882353,
|
| 179 |
+
"eval_f1_Tierkrankheit": 0.967032967032967,
|
| 180 |
+
"eval_loss": 0.59296053647995,
|
| 181 |
+
"eval_precision_Haftpflichtschaden": 0.7073170731707317,
|
| 182 |
+
"eval_precision_Hausrat-Schaden": 0.851063829787234,
|
| 183 |
+
"eval_precision_Kfz-Schaden": 0.8823529411764706,
|
| 184 |
+
"eval_precision_Reiseschaden": 0.9696969696969697,
|
| 185 |
+
"eval_precision_Tierkrankheit": 0.9777777777777777,
|
| 186 |
+
"eval_recall_Haftpflichtschaden": 0.7631578947368421,
|
| 187 |
+
"eval_recall_Hausrat-Schaden": 0.9090909090909091,
|
| 188 |
+
"eval_recall_Kfz-Schaden": 0.8108108108108109,
|
| 189 |
+
"eval_recall_Reiseschaden": 0.9142857142857143,
|
| 190 |
+
"eval_recall_Tierkrankheit": 0.9565217391304348,
|
| 191 |
+
"eval_runtime": 28.3019,
|
| 192 |
+
"eval_samples_per_second": 7.067,
|
| 193 |
+
"eval_steps_per_second": 0.883,
|
| 194 |
+
"step": 600
|
| 195 |
},
|
| 196 |
{
|
| 197 |
"epoch": 7.0,
|
| 198 |
"learning_rate": 6e-06,
|
| 199 |
+
"loss": 0.5869,
|
| 200 |
+
"step": 700
|
| 201 |
},
|
| 202 |
{
|
| 203 |
"epoch": 7.0,
|
| 204 |
+
"eval_accuracy": 0.875,
|
| 205 |
"eval_auc": NaN,
|
| 206 |
+
"eval_f1_Haftpflichtschaden": 0.7297297297297297,
|
| 207 |
+
"eval_f1_Hausrat-Schaden": 0.8842105263157894,
|
| 208 |
+
"eval_f1_Kfz-Schaden": 0.8333333333333334,
|
| 209 |
+
"eval_f1_Reiseschaden": 0.9411764705882353,
|
| 210 |
+
"eval_f1_Tierkrankheit": 0.967032967032967,
|
| 211 |
+
"eval_loss": 0.5787226557731628,
|
| 212 |
+
"eval_precision_Haftpflichtschaden": 0.75,
|
| 213 |
+
"eval_precision_Hausrat-Schaden": 0.8235294117647058,
|
| 214 |
+
"eval_precision_Kfz-Schaden": 0.8571428571428571,
|
| 215 |
+
"eval_precision_Reiseschaden": 0.9696969696969697,
|
| 216 |
+
"eval_precision_Tierkrankheit": 0.9777777777777777,
|
| 217 |
+
"eval_recall_Haftpflichtschaden": 0.7105263157894737,
|
| 218 |
+
"eval_recall_Hausrat-Schaden": 0.9545454545454546,
|
| 219 |
+
"eval_recall_Kfz-Schaden": 0.8108108108108109,
|
| 220 |
+
"eval_recall_Reiseschaden": 0.9142857142857143,
|
| 221 |
+
"eval_recall_Tierkrankheit": 0.9565217391304348,
|
| 222 |
+
"eval_runtime": 39.7179,
|
| 223 |
+
"eval_samples_per_second": 5.036,
|
| 224 |
+
"eval_steps_per_second": 0.629,
|
| 225 |
+
"step": 700
|
| 226 |
},
|
| 227 |
{
|
| 228 |
"epoch": 8.0,
|
| 229 |
"learning_rate": 4.000000000000001e-06,
|
| 230 |
+
"loss": 0.5819,
|
| 231 |
+
"step": 800
|
| 232 |
},
|
| 233 |
{
|
| 234 |
"epoch": 8.0,
|
| 235 |
+
"eval_accuracy": 0.88,
|
| 236 |
"eval_auc": NaN,
|
| 237 |
+
"eval_f1_Haftpflichtschaden": 0.7466666666666667,
|
| 238 |
+
"eval_f1_Hausrat-Schaden": 0.8936170212765957,
|
| 239 |
+
"eval_f1_Kfz-Schaden": 0.8333333333333334,
|
| 240 |
+
"eval_f1_Reiseschaden": 0.9411764705882353,
|
| 241 |
+
"eval_f1_Tierkrankheit": 0.967032967032967,
|
| 242 |
+
"eval_loss": 0.5691784620285034,
|
| 243 |
+
"eval_precision_Haftpflichtschaden": 0.7567567567567568,
|
| 244 |
+
"eval_precision_Hausrat-Schaden": 0.84,
|
| 245 |
+
"eval_precision_Kfz-Schaden": 0.8571428571428571,
|
| 246 |
+
"eval_precision_Reiseschaden": 0.9696969696969697,
|
| 247 |
+
"eval_precision_Tierkrankheit": 0.9777777777777777,
|
| 248 |
+
"eval_recall_Haftpflichtschaden": 0.7368421052631579,
|
| 249 |
+
"eval_recall_Hausrat-Schaden": 0.9545454545454546,
|
| 250 |
+
"eval_recall_Kfz-Schaden": 0.8108108108108109,
|
| 251 |
+
"eval_recall_Reiseschaden": 0.9142857142857143,
|
| 252 |
+
"eval_recall_Tierkrankheit": 0.9565217391304348,
|
| 253 |
+
"eval_runtime": 28.1496,
|
| 254 |
+
"eval_samples_per_second": 7.105,
|
| 255 |
+
"eval_steps_per_second": 0.888,
|
| 256 |
+
"step": 800
|
| 257 |
},
|
| 258 |
{
|
| 259 |
"epoch": 9.0,
|
| 260 |
"learning_rate": 2.0000000000000003e-06,
|
| 261 |
+
"loss": 0.5796,
|
| 262 |
+
"step": 900
|
| 263 |
},
|
| 264 |
{
|
| 265 |
"epoch": 9.0,
|
| 266 |
+
"eval_accuracy": 0.88,
|
| 267 |
"eval_auc": NaN,
|
| 268 |
+
"eval_f1_Haftpflichtschaden": 0.7466666666666667,
|
| 269 |
+
"eval_f1_Hausrat-Schaden": 0.8936170212765957,
|
| 270 |
+
"eval_f1_Kfz-Schaden": 0.8333333333333334,
|
| 271 |
+
"eval_f1_Reiseschaden": 0.9411764705882353,
|
| 272 |
+
"eval_f1_Tierkrankheit": 0.967032967032967,
|
| 273 |
+
"eval_loss": 0.563504695892334,
|
| 274 |
+
"eval_precision_Haftpflichtschaden": 0.7567567567567568,
|
| 275 |
+
"eval_precision_Hausrat-Schaden": 0.84,
|
| 276 |
+
"eval_precision_Kfz-Schaden": 0.8571428571428571,
|
| 277 |
+
"eval_precision_Reiseschaden": 0.9696969696969697,
|
| 278 |
+
"eval_precision_Tierkrankheit": 0.9777777777777777,
|
| 279 |
+
"eval_recall_Haftpflichtschaden": 0.7368421052631579,
|
| 280 |
+
"eval_recall_Hausrat-Schaden": 0.9545454545454546,
|
| 281 |
+
"eval_recall_Kfz-Schaden": 0.8108108108108109,
|
| 282 |
+
"eval_recall_Reiseschaden": 0.9142857142857143,
|
| 283 |
+
"eval_recall_Tierkrankheit": 0.9565217391304348,
|
| 284 |
+
"eval_runtime": 33.5719,
|
| 285 |
+
"eval_samples_per_second": 5.957,
|
| 286 |
+
"eval_steps_per_second": 0.745,
|
| 287 |
+
"step": 900
|
| 288 |
},
|
| 289 |
{
|
| 290 |
"epoch": 10.0,
|
| 291 |
"learning_rate": 0.0,
|
| 292 |
+
"loss": 0.5641,
|
| 293 |
+
"step": 1000
|
| 294 |
},
|
| 295 |
{
|
| 296 |
"epoch": 10.0,
|
| 297 |
+
"eval_accuracy": 0.87,
|
| 298 |
"eval_auc": NaN,
|
| 299 |
+
"eval_f1_Haftpflichtschaden": 0.7123287671232876,
|
| 300 |
+
"eval_f1_Hausrat-Schaden": 0.875,
|
| 301 |
+
"eval_f1_Kfz-Schaden": 0.8333333333333334,
|
| 302 |
+
"eval_f1_Reiseschaden": 0.9411764705882353,
|
| 303 |
+
"eval_f1_Tierkrankheit": 0.967032967032967,
|
| 304 |
+
"eval_loss": 0.5615983605384827,
|
| 305 |
+
"eval_precision_Haftpflichtschaden": 0.7428571428571429,
|
| 306 |
+
"eval_precision_Hausrat-Schaden": 0.8076923076923077,
|
| 307 |
+
"eval_precision_Kfz-Schaden": 0.8571428571428571,
|
| 308 |
+
"eval_precision_Reiseschaden": 0.9696969696969697,
|
| 309 |
+
"eval_precision_Tierkrankheit": 0.9777777777777777,
|
| 310 |
+
"eval_recall_Haftpflichtschaden": 0.6842105263157895,
|
| 311 |
+
"eval_recall_Hausrat-Schaden": 0.9545454545454546,
|
| 312 |
+
"eval_recall_Kfz-Schaden": 0.8108108108108109,
|
| 313 |
+
"eval_recall_Reiseschaden": 0.9142857142857143,
|
| 314 |
+
"eval_recall_Tierkrankheit": 0.9565217391304348,
|
| 315 |
+
"eval_runtime": 28.5618,
|
| 316 |
+
"eval_samples_per_second": 7.002,
|
| 317 |
+
"eval_steps_per_second": 0.875,
|
| 318 |
+
"step": 1000
|
| 319 |
}
|
| 320 |
],
|
| 321 |
+
"max_steps": 1000,
|
| 322 |
"num_train_epochs": 10,
|
| 323 |
+
"total_flos": 292274921625792.0,
|
| 324 |
"trial_name": null,
|
| 325 |
"trial_params": null
|
| 326 |
}
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 4404
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f6408af3b9034c0d548d8943c24118b92f476a1640dcd58715acc3a2f7814812
|
| 3 |
size 4404
|