File size: 27,435 Bytes
730e691 1d6d4e9 730e691 1d6d4e9 730e691 1d6d4e9 730e691 1d6d4e9 730e691 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 |
---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k19_task2_organization
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k19_task2_organization
This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5696
- Qwk: 0.4897
- Mse: 0.5696
- Rmse: 0.7547
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 100
### Training results
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
| No log | 0.0206 | 2 | 4.1380 | -0.0300 | 4.1380 | 2.0342 |
| No log | 0.0412 | 4 | 2.1926 | 0.0655 | 2.1926 | 1.4808 |
| No log | 0.0619 | 6 | 1.4841 | 0.0107 | 1.4841 | 1.2182 |
| No log | 0.0825 | 8 | 0.9411 | 0.0165 | 0.9411 | 0.9701 |
| No log | 0.1031 | 10 | 0.8170 | 0.1922 | 0.8170 | 0.9039 |
| No log | 0.1237 | 12 | 0.9094 | 0.0622 | 0.9094 | 0.9536 |
| No log | 0.1443 | 14 | 1.2401 | 0.0554 | 1.2401 | 1.1136 |
| No log | 0.1649 | 16 | 1.1642 | 0.0757 | 1.1642 | 1.0790 |
| No log | 0.1856 | 18 | 1.3339 | 0.0857 | 1.3339 | 1.1549 |
| No log | 0.2062 | 20 | 1.6360 | 0.0862 | 1.6360 | 1.2791 |
| No log | 0.2268 | 22 | 1.7574 | 0.1414 | 1.7574 | 1.3257 |
| No log | 0.2474 | 24 | 2.1597 | 0.0775 | 2.1597 | 1.4696 |
| No log | 0.2680 | 26 | 2.1791 | 0.0676 | 2.1791 | 1.4762 |
| No log | 0.2887 | 28 | 1.7777 | 0.1236 | 1.7777 | 1.3333 |
| No log | 0.3093 | 30 | 1.2289 | 0.1649 | 1.2289 | 1.1085 |
| No log | 0.3299 | 32 | 0.9522 | 0.1883 | 0.9522 | 0.9758 |
| No log | 0.3505 | 34 | 0.9189 | 0.2167 | 0.9189 | 0.9586 |
| No log | 0.3711 | 36 | 0.8797 | 0.2156 | 0.8797 | 0.9379 |
| No log | 0.3918 | 38 | 0.8558 | 0.2856 | 0.8558 | 0.9251 |
| No log | 0.4124 | 40 | 0.8375 | 0.2856 | 0.8375 | 0.9152 |
| No log | 0.4330 | 42 | 0.8897 | 0.2847 | 0.8897 | 0.9432 |
| No log | 0.4536 | 44 | 1.1178 | 0.2153 | 1.1178 | 1.0573 |
| No log | 0.4742 | 46 | 1.4243 | 0.2083 | 1.4243 | 1.1934 |
| No log | 0.4948 | 48 | 1.2828 | 0.2767 | 1.2828 | 1.1326 |
| No log | 0.5155 | 50 | 1.0754 | 0.3302 | 1.0754 | 1.0370 |
| No log | 0.5361 | 52 | 0.7237 | 0.4574 | 0.7237 | 0.8507 |
| No log | 0.5567 | 54 | 0.5801 | 0.5855 | 0.5801 | 0.7616 |
| No log | 0.5773 | 56 | 0.5903 | 0.6084 | 0.5903 | 0.7683 |
| No log | 0.5979 | 58 | 0.6423 | 0.4870 | 0.6423 | 0.8015 |
| No log | 0.6186 | 60 | 1.1732 | 0.2948 | 1.1732 | 1.0832 |
| No log | 0.6392 | 62 | 1.8445 | 0.1594 | 1.8445 | 1.3581 |
| No log | 0.6598 | 64 | 1.6898 | 0.1747 | 1.6898 | 1.2999 |
| No log | 0.6804 | 66 | 1.0295 | 0.2667 | 1.0295 | 1.0147 |
| No log | 0.7010 | 68 | 0.5469 | 0.4793 | 0.5469 | 0.7396 |
| No log | 0.7216 | 70 | 0.5913 | 0.4665 | 0.5913 | 0.7690 |
| No log | 0.7423 | 72 | 0.6382 | 0.4312 | 0.6382 | 0.7988 |
| No log | 0.7629 | 74 | 0.7290 | 0.4084 | 0.7290 | 0.8538 |
| No log | 0.7835 | 76 | 1.0808 | 0.2105 | 1.0808 | 1.0396 |
| No log | 0.8041 | 78 | 1.6330 | 0.2362 | 1.6330 | 1.2779 |
| No log | 0.8247 | 80 | 1.5265 | 0.2802 | 1.5265 | 1.2355 |
| No log | 0.8454 | 82 | 1.0409 | 0.3253 | 1.0409 | 1.0202 |
| No log | 0.8660 | 84 | 0.6581 | 0.5063 | 0.6581 | 0.8112 |
| No log | 0.8866 | 86 | 0.6249 | 0.4432 | 0.6249 | 0.7905 |
| No log | 0.9072 | 88 | 0.6474 | 0.4465 | 0.6474 | 0.8046 |
| No log | 0.9278 | 90 | 0.6722 | 0.3996 | 0.6722 | 0.8199 |
| No log | 0.9485 | 92 | 0.8848 | 0.3940 | 0.8848 | 0.9406 |
| No log | 0.9691 | 94 | 1.2016 | 0.2877 | 1.2016 | 1.0962 |
| No log | 0.9897 | 96 | 1.3564 | 0.2467 | 1.3564 | 1.1647 |
| No log | 1.0103 | 98 | 1.2072 | 0.3063 | 1.2072 | 1.0987 |
| No log | 1.0309 | 100 | 0.8765 | 0.3948 | 0.8765 | 0.9362 |
| No log | 1.0515 | 102 | 0.6178 | 0.4411 | 0.6178 | 0.7860 |
| No log | 1.0722 | 104 | 0.5961 | 0.4473 | 0.5961 | 0.7721 |
| No log | 1.0928 | 106 | 0.6444 | 0.4320 | 0.6444 | 0.8027 |
| No log | 1.1134 | 108 | 0.6210 | 0.4435 | 0.6210 | 0.7880 |
| No log | 1.1340 | 110 | 0.6036 | 0.5054 | 0.6036 | 0.7769 |
| No log | 1.1546 | 112 | 0.6216 | 0.5163 | 0.6216 | 0.7884 |
| No log | 1.1753 | 114 | 0.6414 | 0.4962 | 0.6414 | 0.8009 |
| No log | 1.1959 | 116 | 0.6506 | 0.4589 | 0.6506 | 0.8066 |
| No log | 1.2165 | 118 | 0.6427 | 0.4897 | 0.6427 | 0.8017 |
| No log | 1.2371 | 120 | 0.6384 | 0.4690 | 0.6384 | 0.7990 |
| No log | 1.2577 | 122 | 0.6236 | 0.4792 | 0.6236 | 0.7897 |
| No log | 1.2784 | 124 | 0.6175 | 0.5327 | 0.6175 | 0.7858 |
| No log | 1.2990 | 126 | 0.6521 | 0.5088 | 0.6521 | 0.8075 |
| No log | 1.3196 | 128 | 0.6032 | 0.5482 | 0.6032 | 0.7767 |
| No log | 1.3402 | 130 | 0.5962 | 0.5365 | 0.5962 | 0.7722 |
| No log | 1.3608 | 132 | 0.6235 | 0.5327 | 0.6235 | 0.7896 |
| No log | 1.3814 | 134 | 0.6193 | 0.5183 | 0.6193 | 0.7869 |
| No log | 1.4021 | 136 | 0.6203 | 0.5228 | 0.6203 | 0.7876 |
| No log | 1.4227 | 138 | 0.6221 | 0.5312 | 0.6221 | 0.7887 |
| No log | 1.4433 | 140 | 0.6229 | 0.5772 | 0.6229 | 0.7892 |
| No log | 1.4639 | 142 | 0.6591 | 0.5003 | 0.6591 | 0.8118 |
| No log | 1.4845 | 144 | 0.6437 | 0.5247 | 0.6437 | 0.8023 |
| No log | 1.5052 | 146 | 0.6130 | 0.4690 | 0.6130 | 0.7829 |
| No log | 1.5258 | 148 | 0.6337 | 0.4327 | 0.6337 | 0.7961 |
| No log | 1.5464 | 150 | 0.6409 | 0.4860 | 0.6409 | 0.8006 |
| No log | 1.5670 | 152 | 0.6451 | 0.5172 | 0.6451 | 0.8032 |
| No log | 1.5876 | 154 | 0.6684 | 0.4767 | 0.6684 | 0.8176 |
| No log | 1.6082 | 156 | 0.6713 | 0.4527 | 0.6713 | 0.8193 |
| No log | 1.6289 | 158 | 0.6331 | 0.5476 | 0.6331 | 0.7957 |
| No log | 1.6495 | 160 | 0.7267 | 0.5148 | 0.7267 | 0.8525 |
| No log | 1.6701 | 162 | 0.8591 | 0.4346 | 0.8591 | 0.9269 |
| No log | 1.6907 | 164 | 0.8062 | 0.4543 | 0.8062 | 0.8979 |
| No log | 1.7113 | 166 | 0.6479 | 0.5777 | 0.6479 | 0.8049 |
| No log | 1.7320 | 168 | 0.6130 | 0.5409 | 0.6130 | 0.7829 |
| No log | 1.7526 | 170 | 0.6079 | 0.5295 | 0.6079 | 0.7797 |
| No log | 1.7732 | 172 | 0.6118 | 0.5804 | 0.6118 | 0.7822 |
| No log | 1.7938 | 174 | 0.6449 | 0.5904 | 0.6449 | 0.8030 |
| No log | 1.8144 | 176 | 0.6292 | 0.5747 | 0.6292 | 0.7932 |
| No log | 1.8351 | 178 | 0.6284 | 0.5271 | 0.6284 | 0.7927 |
| No log | 1.8557 | 180 | 0.6304 | 0.5294 | 0.6304 | 0.7940 |
| No log | 1.8763 | 182 | 0.6206 | 0.5162 | 0.6206 | 0.7878 |
| No log | 1.8969 | 184 | 0.6560 | 0.4971 | 0.6560 | 0.8099 |
| No log | 1.9175 | 186 | 0.6472 | 0.4801 | 0.6472 | 0.8045 |
| No log | 1.9381 | 188 | 0.6155 | 0.4592 | 0.6155 | 0.7846 |
| No log | 1.9588 | 190 | 0.6242 | 0.4788 | 0.6242 | 0.7901 |
| No log | 1.9794 | 192 | 0.5884 | 0.4481 | 0.5884 | 0.7671 |
| No log | 2.0 | 194 | 0.5942 | 0.4349 | 0.5942 | 0.7709 |
| No log | 2.0206 | 196 | 0.7119 | 0.4539 | 0.7119 | 0.8437 |
| No log | 2.0412 | 198 | 0.7090 | 0.4675 | 0.7090 | 0.8420 |
| No log | 2.0619 | 200 | 0.6274 | 0.5308 | 0.6274 | 0.7921 |
| No log | 2.0825 | 202 | 0.6138 | 0.5164 | 0.6138 | 0.7834 |
| No log | 2.1031 | 204 | 0.6268 | 0.5135 | 0.6268 | 0.7917 |
| No log | 2.1237 | 206 | 0.7358 | 0.4467 | 0.7358 | 0.8578 |
| No log | 2.1443 | 208 | 0.7692 | 0.4298 | 0.7692 | 0.8770 |
| No log | 2.1649 | 210 | 0.6562 | 0.5195 | 0.6562 | 0.8101 |
| No log | 2.1856 | 212 | 0.6383 | 0.4998 | 0.6383 | 0.7989 |
| No log | 2.2062 | 214 | 0.6457 | 0.4896 | 0.6457 | 0.8035 |
| No log | 2.2268 | 216 | 0.6272 | 0.4799 | 0.6272 | 0.7919 |
| No log | 2.2474 | 218 | 0.6729 | 0.4835 | 0.6729 | 0.8203 |
| No log | 2.2680 | 220 | 0.6537 | 0.4983 | 0.6537 | 0.8085 |
| No log | 2.2887 | 222 | 0.6228 | 0.4640 | 0.6228 | 0.7892 |
| No log | 2.3093 | 224 | 0.6342 | 0.4548 | 0.6342 | 0.7963 |
| No log | 2.3299 | 226 | 0.6319 | 0.4810 | 0.6319 | 0.7949 |
| No log | 2.3505 | 228 | 0.6961 | 0.4881 | 0.6961 | 0.8343 |
| No log | 2.3711 | 230 | 0.7336 | 0.5070 | 0.7336 | 0.8565 |
| No log | 2.3918 | 232 | 0.6844 | 0.4761 | 0.6844 | 0.8273 |
| No log | 2.4124 | 234 | 0.6651 | 0.4750 | 0.6651 | 0.8155 |
| No log | 2.4330 | 236 | 0.6995 | 0.4797 | 0.6995 | 0.8364 |
| No log | 2.4536 | 238 | 0.6746 | 0.4342 | 0.6746 | 0.8213 |
| No log | 2.4742 | 240 | 0.6560 | 0.4505 | 0.6560 | 0.8099 |
| No log | 2.4948 | 242 | 0.6561 | 0.4978 | 0.6561 | 0.8100 |
| No log | 2.5155 | 244 | 0.6702 | 0.4788 | 0.6702 | 0.8187 |
| No log | 2.5361 | 246 | 0.6312 | 0.5016 | 0.6312 | 0.7945 |
| No log | 2.5567 | 248 | 0.6257 | 0.4649 | 0.6257 | 0.7910 |
| No log | 2.5773 | 250 | 0.5853 | 0.4853 | 0.5853 | 0.7651 |
| No log | 2.5979 | 252 | 0.5713 | 0.4795 | 0.5713 | 0.7558 |
| No log | 2.6186 | 254 | 0.5715 | 0.4976 | 0.5715 | 0.7560 |
| No log | 2.6392 | 256 | 0.5757 | 0.4877 | 0.5757 | 0.7587 |
| No log | 2.6598 | 258 | 0.6168 | 0.4954 | 0.6168 | 0.7853 |
| No log | 2.6804 | 260 | 0.6772 | 0.4858 | 0.6772 | 0.8229 |
| No log | 2.7010 | 262 | 0.6510 | 0.4996 | 0.6510 | 0.8068 |
| No log | 2.7216 | 264 | 0.6191 | 0.5222 | 0.6191 | 0.7868 |
| No log | 2.7423 | 266 | 0.6761 | 0.5091 | 0.6761 | 0.8222 |
| No log | 2.7629 | 268 | 0.7089 | 0.4831 | 0.7089 | 0.8420 |
| No log | 2.7835 | 270 | 0.6751 | 0.5202 | 0.6751 | 0.8217 |
| No log | 2.8041 | 272 | 0.6333 | 0.5298 | 0.6333 | 0.7958 |
| No log | 2.8247 | 274 | 0.7017 | 0.5261 | 0.7017 | 0.8377 |
| No log | 2.8454 | 276 | 0.7825 | 0.5050 | 0.7825 | 0.8846 |
| No log | 2.8660 | 278 | 0.7395 | 0.4745 | 0.7395 | 0.8600 |
| No log | 2.8866 | 280 | 0.7296 | 0.4673 | 0.7296 | 0.8542 |
| No log | 2.9072 | 282 | 0.7109 | 0.4788 | 0.7109 | 0.8431 |
| No log | 2.9278 | 284 | 0.7029 | 0.4606 | 0.7029 | 0.8384 |
| No log | 2.9485 | 286 | 0.6403 | 0.4639 | 0.6403 | 0.8002 |
| No log | 2.9691 | 288 | 0.5970 | 0.4894 | 0.5970 | 0.7727 |
| No log | 2.9897 | 290 | 0.5966 | 0.5090 | 0.5966 | 0.7724 |
| No log | 3.0103 | 292 | 0.6046 | 0.4743 | 0.6046 | 0.7775 |
| No log | 3.0309 | 294 | 0.6563 | 0.4598 | 0.6563 | 0.8101 |
| No log | 3.0515 | 296 | 0.6260 | 0.4480 | 0.6260 | 0.7912 |
| No log | 3.0722 | 298 | 0.6205 | 0.5019 | 0.6205 | 0.7877 |
| No log | 3.0928 | 300 | 0.6842 | 0.4310 | 0.6842 | 0.8271 |
| No log | 3.1134 | 302 | 0.6589 | 0.3948 | 0.6589 | 0.8117 |
| No log | 3.1340 | 304 | 0.6096 | 0.4953 | 0.6096 | 0.7807 |
| No log | 3.1546 | 306 | 0.6520 | 0.4613 | 0.6520 | 0.8075 |
| No log | 3.1753 | 308 | 0.6604 | 0.4554 | 0.6604 | 0.8126 |
| No log | 3.1959 | 310 | 0.6224 | 0.4730 | 0.6224 | 0.7889 |
| No log | 3.2165 | 312 | 0.6637 | 0.4425 | 0.6637 | 0.8147 |
| No log | 3.2371 | 314 | 0.7207 | 0.4556 | 0.7207 | 0.8489 |
| No log | 3.2577 | 316 | 0.6875 | 0.4091 | 0.6875 | 0.8292 |
| No log | 3.2784 | 318 | 0.6330 | 0.4724 | 0.6330 | 0.7956 |
| No log | 3.2990 | 320 | 0.6299 | 0.4565 | 0.6299 | 0.7936 |
| No log | 3.3196 | 322 | 0.6736 | 0.5156 | 0.6736 | 0.8207 |
| No log | 3.3402 | 324 | 0.6877 | 0.5162 | 0.6877 | 0.8293 |
| No log | 3.3608 | 326 | 0.6621 | 0.5003 | 0.6621 | 0.8137 |
| No log | 3.3814 | 328 | 0.6191 | 0.4897 | 0.6191 | 0.7868 |
| No log | 3.4021 | 330 | 0.6398 | 0.3931 | 0.6398 | 0.7999 |
| No log | 3.4227 | 332 | 0.6319 | 0.4125 | 0.6319 | 0.7949 |
| No log | 3.4433 | 334 | 0.6236 | 0.4817 | 0.6236 | 0.7897 |
| No log | 3.4639 | 336 | 0.6769 | 0.5056 | 0.6769 | 0.8228 |
| No log | 3.4845 | 338 | 0.6420 | 0.4733 | 0.6420 | 0.8013 |
| No log | 3.5052 | 340 | 0.6054 | 0.4763 | 0.6054 | 0.7781 |
| No log | 3.5258 | 342 | 0.5934 | 0.4352 | 0.5934 | 0.7703 |
| No log | 3.5464 | 344 | 0.5899 | 0.4177 | 0.5899 | 0.7680 |
| No log | 3.5670 | 346 | 0.5853 | 0.4212 | 0.5853 | 0.7651 |
| No log | 3.5876 | 348 | 0.5856 | 0.4732 | 0.5856 | 0.7653 |
| No log | 3.6082 | 350 | 0.5855 | 0.4630 | 0.5855 | 0.7652 |
| No log | 3.6289 | 352 | 0.5888 | 0.4598 | 0.5888 | 0.7673 |
| No log | 3.6495 | 354 | 0.5780 | 0.4625 | 0.5780 | 0.7603 |
| No log | 3.6701 | 356 | 0.6076 | 0.5228 | 0.6076 | 0.7795 |
| No log | 3.6907 | 358 | 0.6223 | 0.5201 | 0.6223 | 0.7888 |
| No log | 3.7113 | 360 | 0.5909 | 0.4939 | 0.5909 | 0.7687 |
| No log | 3.7320 | 362 | 0.5827 | 0.4582 | 0.5827 | 0.7634 |
| No log | 3.7526 | 364 | 0.5909 | 0.4405 | 0.5909 | 0.7687 |
| No log | 3.7732 | 366 | 0.5887 | 0.4454 | 0.5887 | 0.7673 |
| No log | 3.7938 | 368 | 0.5943 | 0.5042 | 0.5943 | 0.7709 |
| No log | 3.8144 | 370 | 0.6155 | 0.5218 | 0.6155 | 0.7845 |
| No log | 3.8351 | 372 | 0.6295 | 0.5124 | 0.6295 | 0.7934 |
| No log | 3.8557 | 374 | 0.5974 | 0.4804 | 0.5974 | 0.7729 |
| No log | 3.8763 | 376 | 0.5931 | 0.4903 | 0.5931 | 0.7701 |
| No log | 3.8969 | 378 | 0.6024 | 0.5046 | 0.6024 | 0.7761 |
| No log | 3.9175 | 380 | 0.6068 | 0.4869 | 0.6068 | 0.7790 |
| No log | 3.9381 | 382 | 0.6060 | 0.5011 | 0.6060 | 0.7785 |
| No log | 3.9588 | 384 | 0.6073 | 0.4941 | 0.6073 | 0.7793 |
| No log | 3.9794 | 386 | 0.6112 | 0.5032 | 0.6112 | 0.7818 |
| No log | 4.0 | 388 | 0.6586 | 0.4747 | 0.6586 | 0.8115 |
| No log | 4.0206 | 390 | 0.7199 | 0.4871 | 0.7199 | 0.8485 |
| No log | 4.0412 | 392 | 0.6913 | 0.5062 | 0.6913 | 0.8315 |
| No log | 4.0619 | 394 | 0.6096 | 0.4722 | 0.6096 | 0.7808 |
| No log | 4.0825 | 396 | 0.5821 | 0.5422 | 0.5821 | 0.7629 |
| No log | 4.1031 | 398 | 0.5870 | 0.5329 | 0.5870 | 0.7661 |
| No log | 4.1237 | 400 | 0.5799 | 0.5251 | 0.5799 | 0.7615 |
| No log | 4.1443 | 402 | 0.6102 | 0.5153 | 0.6102 | 0.7811 |
| No log | 4.1649 | 404 | 0.6121 | 0.4983 | 0.6121 | 0.7824 |
| No log | 4.1856 | 406 | 0.6060 | 0.4792 | 0.6060 | 0.7784 |
| No log | 4.2062 | 408 | 0.6139 | 0.5351 | 0.6139 | 0.7835 |
| No log | 4.2268 | 410 | 0.6150 | 0.4839 | 0.6150 | 0.7842 |
| No log | 4.2474 | 412 | 0.6507 | 0.4554 | 0.6507 | 0.8066 |
| No log | 4.2680 | 414 | 0.6901 | 0.4591 | 0.6901 | 0.8307 |
| No log | 4.2887 | 416 | 0.7909 | 0.4677 | 0.7909 | 0.8893 |
| No log | 4.3093 | 418 | 0.7504 | 0.4970 | 0.7504 | 0.8663 |
| No log | 4.3299 | 420 | 0.6851 | 0.4706 | 0.6851 | 0.8277 |
| No log | 4.3505 | 422 | 0.6194 | 0.5031 | 0.6194 | 0.7870 |
| No log | 4.3711 | 424 | 0.6035 | 0.5335 | 0.6035 | 0.7769 |
| No log | 4.3918 | 426 | 0.6026 | 0.4772 | 0.6026 | 0.7763 |
| No log | 4.4124 | 428 | 0.5871 | 0.5236 | 0.5871 | 0.7662 |
| No log | 4.4330 | 430 | 0.5784 | 0.5046 | 0.5784 | 0.7605 |
| No log | 4.4536 | 432 | 0.5865 | 0.5173 | 0.5865 | 0.7659 |
| No log | 4.4742 | 434 | 0.5854 | 0.5147 | 0.5854 | 0.7651 |
| No log | 4.4948 | 436 | 0.5877 | 0.5122 | 0.5877 | 0.7666 |
| No log | 4.5155 | 438 | 0.6068 | 0.5005 | 0.6068 | 0.7790 |
| No log | 4.5361 | 440 | 0.5937 | 0.5341 | 0.5937 | 0.7705 |
| No log | 4.5567 | 442 | 0.5900 | 0.5692 | 0.5900 | 0.7681 |
| No log | 4.5773 | 444 | 0.6375 | 0.5487 | 0.6375 | 0.7984 |
| No log | 4.5979 | 446 | 0.6428 | 0.5430 | 0.6428 | 0.8018 |
| No log | 4.6186 | 448 | 0.5890 | 0.5529 | 0.5890 | 0.7674 |
| No log | 4.6392 | 450 | 0.5431 | 0.5097 | 0.5431 | 0.7369 |
| No log | 4.6598 | 452 | 0.5442 | 0.5327 | 0.5442 | 0.7377 |
| No log | 4.6804 | 454 | 0.5439 | 0.5327 | 0.5439 | 0.7375 |
| No log | 4.7010 | 456 | 0.5456 | 0.5361 | 0.5456 | 0.7387 |
| No log | 4.7216 | 458 | 0.5931 | 0.5358 | 0.5931 | 0.7701 |
| No log | 4.7423 | 460 | 0.7570 | 0.4870 | 0.7570 | 0.8701 |
| No log | 4.7629 | 462 | 0.8102 | 0.4872 | 0.8102 | 0.9001 |
| No log | 4.7835 | 464 | 0.6820 | 0.5369 | 0.6820 | 0.8258 |
| No log | 4.8041 | 466 | 0.6161 | 0.5220 | 0.6161 | 0.7849 |
| No log | 4.8247 | 468 | 0.5818 | 0.5558 | 0.5818 | 0.7627 |
| No log | 4.8454 | 470 | 0.5692 | 0.5040 | 0.5692 | 0.7545 |
| No log | 4.8660 | 472 | 0.5712 | 0.4922 | 0.5712 | 0.7557 |
| No log | 4.8866 | 474 | 0.5821 | 0.4860 | 0.5821 | 0.7630 |
| No log | 4.9072 | 476 | 0.6070 | 0.4773 | 0.6070 | 0.7791 |
| No log | 4.9278 | 478 | 0.6099 | 0.5404 | 0.6099 | 0.7810 |
| No log | 4.9485 | 480 | 0.6386 | 0.5491 | 0.6386 | 0.7991 |
| No log | 4.9691 | 482 | 0.6285 | 0.5610 | 0.6285 | 0.7928 |
| No log | 4.9897 | 484 | 0.5990 | 0.5796 | 0.5990 | 0.7740 |
| No log | 5.0103 | 486 | 0.5899 | 0.5120 | 0.5899 | 0.7680 |
| No log | 5.0309 | 488 | 0.5872 | 0.5444 | 0.5872 | 0.7663 |
| No log | 5.0515 | 490 | 0.5815 | 0.5254 | 0.5815 | 0.7626 |
| No log | 5.0722 | 492 | 0.5868 | 0.5385 | 0.5868 | 0.7660 |
| No log | 5.0928 | 494 | 0.5797 | 0.5610 | 0.5797 | 0.7614 |
| No log | 5.1134 | 496 | 0.5723 | 0.5218 | 0.5723 | 0.7565 |
| No log | 5.1340 | 498 | 0.5875 | 0.5352 | 0.5875 | 0.7665 |
| 0.3861 | 5.1546 | 500 | 0.5769 | 0.5215 | 0.5769 | 0.7596 |
| 0.3861 | 5.1753 | 502 | 0.5817 | 0.5695 | 0.5817 | 0.7627 |
| 0.3861 | 5.1959 | 504 | 0.6012 | 0.5691 | 0.6012 | 0.7754 |
| 0.3861 | 5.2165 | 506 | 0.5812 | 0.5451 | 0.5812 | 0.7623 |
| 0.3861 | 5.2371 | 508 | 0.5761 | 0.5312 | 0.5761 | 0.7590 |
| 0.3861 | 5.2577 | 510 | 0.5850 | 0.5571 | 0.5850 | 0.7648 |
| 0.3861 | 5.2784 | 512 | 0.6126 | 0.5009 | 0.6126 | 0.7827 |
| 0.3861 | 5.2990 | 514 | 0.6207 | 0.4996 | 0.6207 | 0.7878 |
| 0.3861 | 5.3196 | 516 | 0.6217 | 0.4996 | 0.6217 | 0.7885 |
| 0.3861 | 5.3402 | 518 | 0.5689 | 0.5544 | 0.5689 | 0.7542 |
| 0.3861 | 5.3608 | 520 | 0.5556 | 0.5647 | 0.5556 | 0.7454 |
| 0.3861 | 5.3814 | 522 | 0.5487 | 0.5556 | 0.5487 | 0.7408 |
| 0.3861 | 5.4021 | 524 | 0.5494 | 0.5740 | 0.5494 | 0.7412 |
| 0.3861 | 5.4227 | 526 | 0.5550 | 0.5817 | 0.5550 | 0.7450 |
| 0.3861 | 5.4433 | 528 | 0.5534 | 0.5579 | 0.5534 | 0.7439 |
| 0.3861 | 5.4639 | 530 | 0.5575 | 0.5438 | 0.5575 | 0.7467 |
| 0.3861 | 5.4845 | 532 | 0.5775 | 0.5408 | 0.5775 | 0.7599 |
| 0.3861 | 5.5052 | 534 | 0.5938 | 0.5652 | 0.5938 | 0.7706 |
| 0.3861 | 5.5258 | 536 | 0.6113 | 0.5616 | 0.6113 | 0.7818 |
| 0.3861 | 5.5464 | 538 | 0.6275 | 0.5618 | 0.6275 | 0.7922 |
| 0.3861 | 5.5670 | 540 | 0.6924 | 0.5809 | 0.6924 | 0.8321 |
| 0.3861 | 5.5876 | 542 | 0.7861 | 0.5123 | 0.7861 | 0.8866 |
| 0.3861 | 5.6082 | 544 | 0.8001 | 0.4808 | 0.8001 | 0.8945 |
| 0.3861 | 5.6289 | 546 | 0.7375 | 0.5408 | 0.7375 | 0.8588 |
| 0.3861 | 5.6495 | 548 | 0.6222 | 0.5587 | 0.6222 | 0.7888 |
| 0.3861 | 5.6701 | 550 | 0.5690 | 0.5758 | 0.5690 | 0.7543 |
| 0.3861 | 5.6907 | 552 | 0.5787 | 0.5823 | 0.5787 | 0.7607 |
| 0.3861 | 5.7113 | 554 | 0.5749 | 0.5520 | 0.5749 | 0.7582 |
| 0.3861 | 5.7320 | 556 | 0.5503 | 0.5579 | 0.5503 | 0.7418 |
| 0.3861 | 5.7526 | 558 | 0.5395 | 0.5702 | 0.5395 | 0.7345 |
| 0.3861 | 5.7732 | 560 | 0.5459 | 0.5703 | 0.5459 | 0.7388 |
| 0.3861 | 5.7938 | 562 | 0.5539 | 0.5534 | 0.5539 | 0.7442 |
| 0.3861 | 5.8144 | 564 | 0.5552 | 0.5534 | 0.5552 | 0.7451 |
| 0.3861 | 5.8351 | 566 | 0.5536 | 0.5626 | 0.5536 | 0.7440 |
| 0.3861 | 5.8557 | 568 | 0.5625 | 0.5541 | 0.5625 | 0.7500 |
| 0.3861 | 5.8763 | 570 | 0.5678 | 0.5637 | 0.5678 | 0.7535 |
| 0.3861 | 5.8969 | 572 | 0.5680 | 0.5694 | 0.5680 | 0.7537 |
| 0.3861 | 5.9175 | 574 | 0.5669 | 0.5563 | 0.5669 | 0.7529 |
| 0.3861 | 5.9381 | 576 | 0.5684 | 0.5497 | 0.5684 | 0.7539 |
| 0.3861 | 5.9588 | 578 | 0.5688 | 0.5271 | 0.5688 | 0.7542 |
| 0.3861 | 5.9794 | 580 | 0.5886 | 0.5106 | 0.5886 | 0.7672 |
| 0.3861 | 6.0 | 582 | 0.6190 | 0.5278 | 0.6190 | 0.7868 |
| 0.3861 | 6.0206 | 584 | 0.6129 | 0.5199 | 0.6129 | 0.7829 |
| 0.3861 | 6.0412 | 586 | 0.5768 | 0.5089 | 0.5768 | 0.7595 |
| 0.3861 | 6.0619 | 588 | 0.5636 | 0.5415 | 0.5636 | 0.7507 |
| 0.3861 | 6.0825 | 590 | 0.5543 | 0.5847 | 0.5543 | 0.7445 |
| 0.3861 | 6.1031 | 592 | 0.5442 | 0.5562 | 0.5442 | 0.7377 |
| 0.3861 | 6.1237 | 594 | 0.5482 | 0.5704 | 0.5482 | 0.7404 |
| 0.3861 | 6.1443 | 596 | 0.5535 | 0.5952 | 0.5535 | 0.7440 |
| 0.3861 | 6.1649 | 598 | 0.5538 | 0.5731 | 0.5538 | 0.7442 |
| 0.3861 | 6.1856 | 600 | 0.5486 | 0.6032 | 0.5486 | 0.7407 |
| 0.3861 | 6.2062 | 602 | 0.5420 | 0.5891 | 0.5420 | 0.7362 |
| 0.3861 | 6.2268 | 604 | 0.5446 | 0.5822 | 0.5446 | 0.7380 |
| 0.3861 | 6.2474 | 606 | 0.5410 | 0.5988 | 0.5410 | 0.7355 |
| 0.3861 | 6.2680 | 608 | 0.5347 | 0.6017 | 0.5347 | 0.7312 |
| 0.3861 | 6.2887 | 610 | 0.5233 | 0.6026 | 0.5233 | 0.7234 |
| 0.3861 | 6.3093 | 612 | 0.5204 | 0.5601 | 0.5204 | 0.7214 |
| 0.3861 | 6.3299 | 614 | 0.5204 | 0.5462 | 0.5204 | 0.7214 |
| 0.3861 | 6.3505 | 616 | 0.5191 | 0.5229 | 0.5191 | 0.7205 |
| 0.3861 | 6.3711 | 618 | 0.5208 | 0.5773 | 0.5208 | 0.7216 |
| 0.3861 | 6.3918 | 620 | 0.5225 | 0.5717 | 0.5225 | 0.7228 |
| 0.3861 | 6.4124 | 622 | 0.5488 | 0.5029 | 0.5488 | 0.7408 |
| 0.3861 | 6.4330 | 624 | 0.6047 | 0.4776 | 0.6047 | 0.7776 |
| 0.3861 | 6.4536 | 626 | 0.5943 | 0.4953 | 0.5943 | 0.7709 |
| 0.3861 | 6.4742 | 628 | 0.5479 | 0.5171 | 0.5479 | 0.7402 |
| 0.3861 | 6.4948 | 630 | 0.5502 | 0.5579 | 0.5502 | 0.7417 |
| 0.3861 | 6.5155 | 632 | 0.5669 | 0.5544 | 0.5669 | 0.7529 |
| 0.3861 | 6.5361 | 634 | 0.5635 | 0.5370 | 0.5635 | 0.7506 |
| 0.3861 | 6.5567 | 636 | 0.5495 | 0.4736 | 0.5495 | 0.7413 |
| 0.3861 | 6.5773 | 638 | 0.5538 | 0.5233 | 0.5538 | 0.7442 |
| 0.3861 | 6.5979 | 640 | 0.5737 | 0.4923 | 0.5737 | 0.7574 |
| 0.3861 | 6.6186 | 642 | 0.6011 | 0.4605 | 0.6011 | 0.7753 |
| 0.3861 | 6.6392 | 644 | 0.5925 | 0.4635 | 0.5925 | 0.7698 |
| 0.3861 | 6.6598 | 646 | 0.5638 | 0.5045 | 0.5638 | 0.7509 |
| 0.3861 | 6.6804 | 648 | 0.5696 | 0.4897 | 0.5696 | 0.7547 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|