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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k11_task3_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. -->
# ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k11_task3_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: 1.0975
- Qwk: -0.1246
- Mse: 1.0975
- Rmse: 1.0476
## 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 | 0.0645 | 2 | 3.6127 | 0.0183 | 3.6127 | 1.9007 |
| No log | 0.1290 | 4 | 2.0410 | 0.0431 | 2.0410 | 1.4286 |
| No log | 0.1935 | 6 | 1.5048 | -0.0241 | 1.5048 | 1.2267 |
| No log | 0.2581 | 8 | 1.1919 | 0.0282 | 1.1919 | 1.0917 |
| No log | 0.3226 | 10 | 0.8281 | -0.2167 | 0.8281 | 0.9100 |
| No log | 0.3871 | 12 | 0.8849 | -0.0459 | 0.8849 | 0.9407 |
| No log | 0.4516 | 14 | 1.1748 | -0.0178 | 1.1748 | 1.0839 |
| No log | 0.5161 | 16 | 1.7601 | -0.0743 | 1.7601 | 1.3267 |
| No log | 0.5806 | 18 | 1.8014 | -0.0743 | 1.8014 | 1.3422 |
| No log | 0.6452 | 20 | 1.2788 | -0.0446 | 1.2788 | 1.1308 |
| No log | 0.7097 | 22 | 0.9766 | 0.0089 | 0.9766 | 0.9883 |
| No log | 0.7742 | 24 | 0.7768 | -0.0215 | 0.7768 | 0.8813 |
| No log | 0.8387 | 26 | 1.0236 | 0.0260 | 1.0236 | 1.0117 |
| No log | 0.9032 | 28 | 1.8304 | -0.0263 | 1.8304 | 1.3529 |
| No log | 0.9677 | 30 | 1.5121 | -0.0215 | 1.5121 | 1.2297 |
| No log | 1.0323 | 32 | 0.8341 | 0.1502 | 0.8341 | 0.9133 |
| No log | 1.0968 | 34 | 0.7456 | 0.0807 | 0.7456 | 0.8635 |
| No log | 1.1613 | 36 | 0.8103 | 0.0316 | 0.8103 | 0.9002 |
| No log | 1.2258 | 38 | 1.1054 | 0.0358 | 1.1054 | 1.0514 |
| No log | 1.2903 | 40 | 1.4066 | 0.0279 | 1.4066 | 1.1860 |
| No log | 1.3548 | 42 | 1.1434 | 0.0196 | 1.1434 | 1.0693 |
| No log | 1.4194 | 44 | 0.8618 | -0.1203 | 0.8618 | 0.9283 |
| No log | 1.4839 | 46 | 0.7913 | -0.0427 | 0.7913 | 0.8896 |
| No log | 1.5484 | 48 | 0.7787 | 0.0496 | 0.7787 | 0.8824 |
| No log | 1.6129 | 50 | 0.8869 | -0.1121 | 0.8869 | 0.9418 |
| No log | 1.6774 | 52 | 1.2379 | -0.0610 | 1.2379 | 1.1126 |
| No log | 1.7419 | 54 | 1.5237 | 0.0130 | 1.5237 | 1.2344 |
| No log | 1.8065 | 56 | 1.9291 | 0.0175 | 1.9291 | 1.3889 |
| No log | 1.8710 | 58 | 1.3203 | -0.0067 | 1.3203 | 1.1490 |
| No log | 1.9355 | 60 | 0.8098 | -0.1121 | 0.8098 | 0.8999 |
| No log | 2.0 | 62 | 0.8247 | -0.0385 | 0.8247 | 0.9081 |
| No log | 2.0645 | 64 | 0.8231 | -0.0237 | 0.8231 | 0.9072 |
| No log | 2.1290 | 66 | 0.7717 | 0.0732 | 0.7717 | 0.8785 |
| No log | 2.1935 | 68 | 1.0267 | 0.0107 | 1.0267 | 1.0133 |
| No log | 2.2581 | 70 | 1.6840 | 0.0901 | 1.6840 | 1.2977 |
| No log | 2.3226 | 72 | 1.8955 | 0.0619 | 1.8955 | 1.3768 |
| No log | 2.3871 | 74 | 1.1375 | 0.0336 | 1.1375 | 1.0665 |
| No log | 2.4516 | 76 | 0.8334 | 0.1724 | 0.8334 | 0.9129 |
| No log | 2.5161 | 78 | 0.8641 | 0.0770 | 0.8641 | 0.9296 |
| No log | 2.5806 | 80 | 0.7643 | -0.0473 | 0.7643 | 0.8742 |
| No log | 2.6452 | 82 | 0.7716 | 0.0956 | 0.7716 | 0.8784 |
| No log | 2.7097 | 84 | 1.5252 | 0.1432 | 1.5252 | 1.2350 |
| No log | 2.7742 | 86 | 1.7994 | 0.0168 | 1.7994 | 1.3414 |
| No log | 2.8387 | 88 | 1.5046 | 0.0130 | 1.5046 | 1.2266 |
| No log | 2.9032 | 90 | 1.1167 | -0.0291 | 1.1167 | 1.0568 |
| No log | 2.9677 | 92 | 1.0853 | 0.0045 | 1.0853 | 1.0418 |
| No log | 3.0323 | 94 | 1.0783 | 0.0045 | 1.0783 | 1.0384 |
| No log | 3.0968 | 96 | 1.0773 | 0.0065 | 1.0773 | 1.0379 |
| No log | 3.1613 | 98 | 0.8811 | -0.0076 | 0.8811 | 0.9387 |
| No log | 3.2258 | 100 | 0.7727 | -0.0108 | 0.7727 | 0.8790 |
| No log | 3.2903 | 102 | 0.8553 | 0.0134 | 0.8553 | 0.9248 |
| No log | 3.3548 | 104 | 0.9739 | 0.0605 | 0.9739 | 0.9869 |
| No log | 3.4194 | 106 | 1.0171 | 0.0249 | 1.0171 | 1.0085 |
| No log | 3.4839 | 108 | 1.0769 | -0.0066 | 1.0769 | 1.0378 |
| No log | 3.5484 | 110 | 1.3997 | 0.0279 | 1.3997 | 1.1831 |
| No log | 3.6129 | 112 | 1.5962 | -0.0330 | 1.5962 | 1.2634 |
| No log | 3.6774 | 114 | 1.1910 | 0.0448 | 1.1910 | 1.0913 |
| No log | 3.7419 | 116 | 1.1723 | 0.0799 | 1.1723 | 1.0827 |
| No log | 3.8065 | 118 | 1.1995 | 0.0741 | 1.1995 | 1.0952 |
| No log | 3.8710 | 120 | 1.2603 | 0.0707 | 1.2603 | 1.1226 |
| No log | 3.9355 | 122 | 0.9792 | -0.1444 | 0.9792 | 0.9895 |
| No log | 4.0 | 124 | 0.9183 | -0.2138 | 0.9183 | 0.9583 |
| No log | 4.0645 | 126 | 0.9083 | -0.0798 | 0.9083 | 0.9531 |
| No log | 4.1290 | 128 | 1.0443 | -0.0746 | 1.0443 | 1.0219 |
| No log | 4.1935 | 130 | 1.4139 | -0.1172 | 1.4139 | 1.1891 |
| No log | 4.2581 | 132 | 1.3395 | -0.0274 | 1.3395 | 1.1574 |
| No log | 4.3226 | 134 | 0.9325 | 0.0118 | 0.9325 | 0.9657 |
| No log | 4.3871 | 136 | 0.8525 | -0.0517 | 0.8525 | 0.9233 |
| No log | 4.4516 | 138 | 0.8707 | -0.0200 | 0.8707 | 0.9331 |
| No log | 4.5161 | 140 | 1.1391 | 0.0778 | 1.1391 | 1.0673 |
| No log | 4.5806 | 142 | 1.5130 | 0.0153 | 1.5130 | 1.2300 |
| No log | 4.6452 | 144 | 1.3119 | 0.0287 | 1.3119 | 1.1454 |
| No log | 4.7097 | 146 | 0.9904 | 0.0224 | 0.9904 | 0.9952 |
| No log | 4.7742 | 148 | 0.8171 | -0.0070 | 0.8171 | 0.9040 |
| No log | 4.8387 | 150 | 0.8212 | 0.0856 | 0.8212 | 0.9062 |
| No log | 4.9032 | 152 | 0.9358 | -0.0076 | 0.9358 | 0.9673 |
| No log | 4.9677 | 154 | 1.1182 | 0.0481 | 1.1182 | 1.0574 |
| No log | 5.0323 | 156 | 0.9408 | 0.0392 | 0.9408 | 0.9700 |
| No log | 5.0968 | 158 | 0.7875 | 0.1131 | 0.7875 | 0.8874 |
| No log | 5.1613 | 160 | 0.7852 | 0.1130 | 0.7852 | 0.8861 |
| No log | 5.2258 | 162 | 0.8438 | 0.2048 | 0.8438 | 0.9186 |
| No log | 5.2903 | 164 | 1.0743 | 0.1228 | 1.0743 | 1.0365 |
| No log | 5.3548 | 166 | 1.1039 | 0.1189 | 1.1039 | 1.0507 |
| No log | 5.4194 | 168 | 0.8254 | 0.1239 | 0.8254 | 0.9085 |
| No log | 5.4839 | 170 | 0.7786 | 0.0081 | 0.7786 | 0.8824 |
| No log | 5.5484 | 172 | 0.8092 | -0.1146 | 0.8092 | 0.8996 |
| No log | 5.6129 | 174 | 0.8005 | 0.0679 | 0.8005 | 0.8947 |
| No log | 5.6774 | 176 | 0.9018 | 0.1065 | 0.9018 | 0.9496 |
| No log | 5.7419 | 178 | 1.2352 | -0.0348 | 1.2352 | 1.1114 |
| No log | 5.8065 | 180 | 1.2191 | -0.0361 | 1.2191 | 1.1041 |
| No log | 5.8710 | 182 | 0.8414 | 0.1149 | 0.8414 | 0.9173 |
| No log | 5.9355 | 184 | 0.7744 | -0.1678 | 0.7744 | 0.8800 |
| No log | 6.0 | 186 | 0.8401 | -0.0040 | 0.8401 | 0.9166 |
| No log | 6.0645 | 188 | 0.7477 | -0.0322 | 0.7477 | 0.8647 |
| No log | 6.1290 | 190 | 0.7654 | 0.1440 | 0.7654 | 0.8749 |
| No log | 6.1935 | 192 | 1.4970 | 0.1330 | 1.4970 | 1.2235 |
| No log | 6.2581 | 194 | 1.9447 | 0.0242 | 1.9447 | 1.3945 |
| No log | 6.3226 | 196 | 1.6526 | 0.0434 | 1.6526 | 1.2855 |
| No log | 6.3871 | 198 | 1.0448 | 0.0915 | 1.0448 | 1.0222 |
| No log | 6.4516 | 200 | 0.7884 | 0.0200 | 0.7884 | 0.8879 |
| No log | 6.5161 | 202 | 0.7471 | 0.0764 | 0.7471 | 0.8644 |
| No log | 6.5806 | 204 | 0.7944 | 0.2070 | 0.7944 | 0.8913 |
| No log | 6.6452 | 206 | 1.1712 | 0.0104 | 1.1712 | 1.0822 |
| No log | 6.7097 | 208 | 1.3872 | -0.0647 | 1.3872 | 1.1778 |
| No log | 6.7742 | 210 | 1.1462 | -0.0597 | 1.1462 | 1.0706 |
| No log | 6.8387 | 212 | 0.7587 | 0.1286 | 0.7587 | 0.8710 |
| No log | 6.9032 | 214 | 0.7053 | 0.2315 | 0.7053 | 0.8398 |
| No log | 6.9677 | 216 | 0.7410 | 0.1047 | 0.7410 | 0.8608 |
| No log | 7.0323 | 218 | 0.9176 | 0.1825 | 0.9176 | 0.9579 |
| No log | 7.0968 | 220 | 0.9738 | 0.1825 | 0.9738 | 0.9868 |
| No log | 7.1613 | 222 | 0.8383 | 0.1239 | 0.8383 | 0.9156 |
| No log | 7.2258 | 224 | 0.7434 | 0.2358 | 0.7434 | 0.8622 |
| No log | 7.2903 | 226 | 0.7517 | 0.1336 | 0.7517 | 0.8670 |
| No log | 7.3548 | 228 | 0.8030 | 0.1193 | 0.8030 | 0.8961 |
| No log | 7.4194 | 230 | 0.9508 | 0.0200 | 0.9508 | 0.9751 |
| No log | 7.4839 | 232 | 0.9193 | 0.0250 | 0.9193 | 0.9588 |
| No log | 7.5484 | 234 | 0.9525 | -0.0157 | 0.9525 | 0.9760 |
| No log | 7.6129 | 236 | 1.0342 | -0.0899 | 1.0342 | 1.0170 |
| No log | 7.6774 | 238 | 1.0258 | -0.0551 | 1.0258 | 1.0128 |
| No log | 7.7419 | 240 | 0.8080 | 0.1149 | 0.8080 | 0.8989 |
| No log | 7.8065 | 242 | 0.7368 | 0.1659 | 0.7368 | 0.8584 |
| No log | 7.8710 | 244 | 0.7414 | 0.1304 | 0.7414 | 0.8611 |
| No log | 7.9355 | 246 | 0.7741 | 0.0783 | 0.7741 | 0.8798 |
| No log | 8.0 | 248 | 0.8896 | 0.0762 | 0.8896 | 0.9432 |
| No log | 8.0645 | 250 | 1.1999 | -0.0597 | 1.1999 | 1.0954 |
| No log | 8.1290 | 252 | 1.3903 | -0.0959 | 1.3903 | 1.1791 |
| No log | 8.1935 | 254 | 1.2196 | -0.0925 | 1.2196 | 1.1043 |
| No log | 8.2581 | 256 | 0.8410 | 0.0490 | 0.8410 | 0.9170 |
| No log | 8.3226 | 258 | 0.8315 | -0.1329 | 0.8315 | 0.9118 |
| No log | 8.3871 | 260 | 0.8764 | -0.1647 | 0.8764 | 0.9361 |
| No log | 8.4516 | 262 | 0.7840 | -0.0366 | 0.7840 | 0.8854 |
| No log | 8.5161 | 264 | 1.0334 | 0.0508 | 1.0334 | 1.0166 |
| No log | 8.5806 | 266 | 1.9377 | -0.0046 | 1.9377 | 1.3920 |
| No log | 8.6452 | 268 | 2.1811 | -0.0120 | 2.1811 | 1.4769 |
| No log | 8.7097 | 270 | 1.7844 | -0.0190 | 1.7844 | 1.3358 |
| No log | 8.7742 | 272 | 1.1139 | 0.0147 | 1.1139 | 1.0554 |
| No log | 8.8387 | 274 | 0.9395 | 0.0587 | 0.9395 | 0.9693 |
| No log | 8.9032 | 276 | 0.8154 | 0.1095 | 0.8154 | 0.9030 |
| No log | 8.9677 | 278 | 0.7681 | -0.0056 | 0.7681 | 0.8764 |
| No log | 9.0323 | 280 | 0.7737 | 0.0376 | 0.7737 | 0.8796 |
| No log | 9.0968 | 282 | 0.7818 | 0.0327 | 0.7818 | 0.8842 |
| No log | 9.1613 | 284 | 0.7956 | 0.0246 | 0.7956 | 0.8920 |
| No log | 9.2258 | 286 | 0.8442 | 0.0497 | 0.8442 | 0.9188 |
| No log | 9.2903 | 288 | 1.0212 | 0.0200 | 1.0212 | 1.0105 |
| No log | 9.3548 | 290 | 1.1304 | 0.0443 | 1.1304 | 1.0632 |
| No log | 9.4194 | 292 | 1.0972 | 0.0443 | 1.0972 | 1.0475 |
| No log | 9.4839 | 294 | 0.9889 | 0.0175 | 0.9889 | 0.9944 |
| No log | 9.5484 | 296 | 0.8190 | 0.0837 | 0.8190 | 0.9050 |
| No log | 9.6129 | 298 | 0.7854 | -0.0912 | 0.7854 | 0.8862 |
| No log | 9.6774 | 300 | 0.8057 | -0.0976 | 0.8057 | 0.8976 |
| No log | 9.7419 | 302 | 0.8960 | 0.0538 | 0.8960 | 0.9466 |
| No log | 9.8065 | 304 | 1.0693 | -0.1232 | 1.0693 | 1.0341 |
| No log | 9.8710 | 306 | 1.1229 | -0.0905 | 1.1229 | 1.0597 |
| No log | 9.9355 | 308 | 0.9882 | -0.0408 | 0.9882 | 0.9941 |
| No log | 10.0 | 310 | 0.8900 | 0.0791 | 0.8900 | 0.9434 |
| No log | 10.0645 | 312 | 0.8877 | 0.0465 | 0.8877 | 0.9422 |
| No log | 10.1290 | 314 | 0.9243 | -0.0271 | 0.9243 | 0.9614 |
| No log | 10.1935 | 316 | 1.0636 | -0.0862 | 1.0636 | 1.0313 |
| No log | 10.2581 | 318 | 1.1321 | -0.0905 | 1.1321 | 1.0640 |
| No log | 10.3226 | 320 | 1.0424 | -0.0486 | 1.0424 | 1.0210 |
| No log | 10.3871 | 322 | 0.9453 | 0.0041 | 0.9453 | 0.9722 |
| No log | 10.4516 | 324 | 0.9316 | 0.0424 | 0.9316 | 0.9652 |
| No log | 10.5161 | 326 | 1.0273 | -0.0138 | 1.0273 | 1.0135 |
| No log | 10.5806 | 328 | 1.2673 | -0.0629 | 1.2673 | 1.1257 |
| No log | 10.6452 | 330 | 1.2990 | -0.0353 | 1.2990 | 1.1397 |
| No log | 10.7097 | 332 | 1.0638 | -0.0539 | 1.0638 | 1.0314 |
| No log | 10.7742 | 334 | 0.9457 | -0.0138 | 0.9457 | 0.9725 |
| No log | 10.8387 | 336 | 0.9238 | 0.1239 | 0.9238 | 0.9611 |
| No log | 10.9032 | 338 | 0.8745 | -0.0132 | 0.8745 | 0.9351 |
| No log | 10.9677 | 340 | 0.8669 | -0.0462 | 0.8669 | 0.9311 |
| No log | 11.0323 | 342 | 0.8725 | -0.0462 | 0.8725 | 0.9341 |
| No log | 11.0968 | 344 | 0.8962 | 0.0741 | 0.8962 | 0.9467 |
| No log | 11.1613 | 346 | 0.9856 | 0.0250 | 0.9856 | 0.9927 |
| No log | 11.2258 | 348 | 1.0187 | -0.0513 | 1.0187 | 1.0093 |
| No log | 11.2903 | 350 | 0.9376 | 0.0651 | 0.9376 | 0.9683 |
| No log | 11.3548 | 352 | 0.8895 | 0.0684 | 0.8895 | 0.9432 |
| No log | 11.4194 | 354 | 0.8601 | 0.0684 | 0.8601 | 0.9274 |
| No log | 11.4839 | 356 | 0.8392 | 0.0871 | 0.8392 | 0.9161 |
| No log | 11.5484 | 358 | 0.8715 | 0.0304 | 0.8715 | 0.9335 |
| No log | 11.6129 | 360 | 0.8642 | -0.0097 | 0.8642 | 0.9296 |
| No log | 11.6774 | 362 | 0.8238 | 0.1800 | 0.8238 | 0.9076 |
| No log | 11.7419 | 364 | 0.8237 | 0.1475 | 0.8237 | 0.9076 |
| No log | 11.8065 | 366 | 0.8777 | 0.0684 | 0.8777 | 0.9369 |
| No log | 11.8710 | 368 | 0.9986 | -0.0157 | 0.9986 | 0.9993 |
| No log | 11.9355 | 370 | 0.9584 | -0.0138 | 0.9584 | 0.9790 |
| No log | 12.0 | 372 | 0.8808 | 0.0684 | 0.8808 | 0.9385 |
| No log | 12.0645 | 374 | 0.8076 | 0.1758 | 0.8076 | 0.8987 |
| No log | 12.1290 | 376 | 0.8211 | 0.1646 | 0.8211 | 0.9061 |
| No log | 12.1935 | 378 | 0.9441 | -0.0138 | 0.9441 | 0.9716 |
| No log | 12.2581 | 380 | 0.9433 | -0.0138 | 0.9433 | 0.9712 |
| No log | 12.3226 | 382 | 0.9140 | -0.0138 | 0.9140 | 0.9560 |
| No log | 12.3871 | 384 | 0.9188 | -0.0138 | 0.9188 | 0.9585 |
| No log | 12.4516 | 386 | 1.0220 | -0.0575 | 1.0220 | 1.0110 |
| No log | 12.5161 | 388 | 1.0598 | -0.1245 | 1.0598 | 1.0295 |
| No log | 12.5806 | 390 | 0.9323 | -0.0539 | 0.9323 | 0.9656 |
| No log | 12.6452 | 392 | 0.8725 | 0.0304 | 0.8725 | 0.9341 |
| No log | 12.7097 | 394 | 0.9472 | -0.0551 | 0.9472 | 0.9732 |
| No log | 12.7742 | 396 | 1.0039 | -0.0899 | 1.0039 | 1.0019 |
| No log | 12.8387 | 398 | 0.9761 | -0.0551 | 0.9761 | 0.9880 |
| No log | 12.9032 | 400 | 0.8966 | 0.0587 | 0.8966 | 0.9469 |
| No log | 12.9677 | 402 | 0.8158 | 0.1599 | 0.8158 | 0.9032 |
| No log | 13.0323 | 404 | 0.8290 | -0.2338 | 0.8290 | 0.9105 |
| No log | 13.0968 | 406 | 0.8378 | -0.1411 | 0.8378 | 0.9153 |
| No log | 13.1613 | 408 | 0.8867 | 0.0551 | 0.8867 | 0.9417 |
| No log | 13.2258 | 410 | 1.1302 | -0.0905 | 1.1302 | 1.0631 |
| No log | 13.2903 | 412 | 1.3570 | -0.0947 | 1.3570 | 1.1649 |
| No log | 13.3548 | 414 | 1.2674 | -0.1254 | 1.2674 | 1.1258 |
| No log | 13.4194 | 416 | 1.0452 | -0.0912 | 1.0452 | 1.0224 |
| No log | 13.4839 | 418 | 0.9109 | 0.1025 | 0.9109 | 0.9544 |
| No log | 13.5484 | 420 | 0.8774 | 0.1106 | 0.8774 | 0.9367 |
| No log | 13.6129 | 422 | 0.9069 | 0.0651 | 0.9069 | 0.9523 |
| No log | 13.6774 | 424 | 1.0431 | -0.0899 | 1.0431 | 1.0213 |
| No log | 13.7419 | 426 | 1.1266 | -0.1243 | 1.1266 | 1.0614 |
| No log | 13.8065 | 428 | 1.0826 | -0.0892 | 1.0826 | 1.0405 |
| No log | 13.8710 | 430 | 0.9214 | 0.0755 | 0.9214 | 0.9599 |
| No log | 13.9355 | 432 | 0.8576 | -0.0326 | 0.8576 | 0.9261 |
| No log | 14.0 | 434 | 0.8618 | -0.0024 | 0.8618 | 0.9283 |
| No log | 14.0645 | 436 | 0.9181 | 0.0769 | 0.9181 | 0.9582 |
| No log | 14.1290 | 438 | 0.9928 | 0.1065 | 0.9928 | 0.9964 |
| No log | 14.1935 | 440 | 1.0033 | 0.1025 | 1.0033 | 1.0016 |
| No log | 14.2581 | 442 | 0.9818 | 0.0277 | 0.9818 | 0.9909 |
| No log | 14.3226 | 444 | 0.9458 | 0.0684 | 0.9458 | 0.9725 |
| No log | 14.3871 | 446 | 0.9371 | 0.0651 | 0.9371 | 0.9681 |
| No log | 14.4516 | 448 | 0.9358 | -0.0138 | 0.9358 | 0.9674 |
| No log | 14.5161 | 450 | 0.9247 | -0.0526 | 0.9247 | 0.9616 |
| No log | 14.5806 | 452 | 0.8488 | 0.1593 | 0.8488 | 0.9213 |
| No log | 14.6452 | 454 | 0.8253 | 0.0956 | 0.8253 | 0.9084 |
| No log | 14.7097 | 456 | 0.8529 | 0.1593 | 0.8529 | 0.9235 |
| No log | 14.7742 | 458 | 1.0054 | -0.0899 | 1.0054 | 1.0027 |
| No log | 14.8387 | 460 | 1.2321 | 0.0130 | 1.2321 | 1.1100 |
| No log | 14.9032 | 462 | 1.3853 | 0.0031 | 1.3853 | 1.1770 |
| No log | 14.9677 | 464 | 1.2537 | -0.0145 | 1.2537 | 1.1197 |
| No log | 15.0323 | 466 | 1.0034 | -0.0885 | 1.0034 | 1.0017 |
| No log | 15.0968 | 468 | 0.8897 | 0.1105 | 0.8897 | 0.9432 |
| No log | 15.1613 | 470 | 0.9185 | 0.0277 | 0.9185 | 0.9584 |
| No log | 15.2258 | 472 | 0.9690 | -0.0526 | 0.9690 | 0.9844 |
| No log | 15.2903 | 474 | 0.9756 | -0.0885 | 0.9756 | 0.9877 |
| No log | 15.3548 | 476 | 0.9316 | -0.0138 | 0.9316 | 0.9652 |
| No log | 15.4194 | 478 | 0.9031 | 0.1149 | 0.9031 | 0.9503 |
| No log | 15.4839 | 480 | 0.9048 | 0.0333 | 0.9048 | 0.9512 |
| No log | 15.5484 | 482 | 0.9529 | -0.0513 | 0.9529 | 0.9762 |
| No log | 15.6129 | 484 | 0.9899 | -0.0877 | 0.9899 | 0.9950 |
| No log | 15.6774 | 486 | 0.9737 | -0.0500 | 0.9737 | 0.9868 |
| No log | 15.7419 | 488 | 0.9536 | -0.0486 | 0.9536 | 0.9765 |
| No log | 15.8065 | 490 | 0.9012 | 0.2054 | 0.9012 | 0.9493 |
| No log | 15.8710 | 492 | 0.8363 | 0.1001 | 0.8363 | 0.9145 |
| No log | 15.9355 | 494 | 0.8172 | 0.1001 | 0.8172 | 0.9040 |
| No log | 16.0 | 496 | 0.8342 | 0.1001 | 0.8342 | 0.9134 |
| No log | 16.0645 | 498 | 0.8814 | 0.1193 | 0.8814 | 0.9388 |
| 0.3098 | 16.1290 | 500 | 0.9759 | -0.0500 | 0.9759 | 0.9879 |
| 0.3098 | 16.1935 | 502 | 0.9435 | 0.0719 | 0.9435 | 0.9713 |
| 0.3098 | 16.2581 | 504 | 0.9250 | 0.1542 | 0.9250 | 0.9618 |
| 0.3098 | 16.3226 | 506 | 0.9600 | 0.1809 | 0.9600 | 0.9798 |
| 0.3098 | 16.3871 | 508 | 0.9024 | 0.1484 | 0.9024 | 0.9499 |
| 0.3098 | 16.4516 | 510 | 0.8220 | 0.0188 | 0.8220 | 0.9067 |
| 0.3098 | 16.5161 | 512 | 0.7862 | 0.0359 | 0.7862 | 0.8867 |
| 0.3098 | 16.5806 | 514 | 0.7537 | 0.0791 | 0.7537 | 0.8681 |
| 0.3098 | 16.6452 | 516 | 0.7212 | 0.0323 | 0.7212 | 0.8493 |
| 0.3098 | 16.7097 | 518 | 0.7349 | 0.2034 | 0.7349 | 0.8572 |
| 0.3098 | 16.7742 | 520 | 0.7999 | 0.1716 | 0.7999 | 0.8944 |
| 0.3098 | 16.8387 | 522 | 0.8206 | 0.1286 | 0.8206 | 0.9058 |
| 0.3098 | 16.9032 | 524 | 0.7911 | 0.0709 | 0.7911 | 0.8894 |
| 0.3098 | 16.9677 | 526 | 0.8265 | 0.0408 | 0.8265 | 0.9091 |
| 0.3098 | 17.0323 | 528 | 0.8467 | 0.0 | 0.8467 | 0.9202 |
| 0.3098 | 17.0968 | 530 | 0.8554 | 0.1423 | 0.8554 | 0.9249 |
| 0.3098 | 17.1613 | 532 | 0.9625 | 0.0362 | 0.9625 | 0.9811 |
| 0.3098 | 17.2258 | 534 | 0.9829 | -0.0076 | 0.9829 | 0.9914 |
| 0.3098 | 17.2903 | 536 | 0.9723 | 0.0277 | 0.9723 | 0.9861 |
| 0.3098 | 17.3548 | 538 | 0.9682 | 0.0250 | 0.9682 | 0.9840 |
| 0.3098 | 17.4194 | 540 | 0.8926 | 0.1542 | 0.8926 | 0.9448 |
| 0.3098 | 17.4839 | 542 | 0.9084 | 0.1542 | 0.9084 | 0.9531 |
| 0.3098 | 17.5484 | 544 | 0.8933 | 0.1542 | 0.8933 | 0.9452 |
| 0.3098 | 17.6129 | 546 | 0.8213 | 0.1003 | 0.8213 | 0.9063 |
| 0.3098 | 17.6774 | 548 | 0.8364 | -0.0517 | 0.8364 | 0.9146 |
| 0.3098 | 17.7419 | 550 | 0.8461 | -0.0533 | 0.8461 | 0.9198 |
| 0.3098 | 17.8065 | 552 | 0.9080 | 0.1862 | 0.9080 | 0.9529 |
| 0.3098 | 17.8710 | 554 | 1.0399 | 0.0881 | 1.0399 | 1.0197 |
| 0.3098 | 17.9355 | 556 | 1.1060 | -0.0557 | 1.1060 | 1.0517 |
| 0.3098 | 18.0 | 558 | 1.0695 | -0.0526 | 1.0695 | 1.0341 |
| 0.3098 | 18.0645 | 560 | 0.9505 | 0.1025 | 0.9505 | 0.9749 |
| 0.3098 | 18.1290 | 562 | 0.8637 | 0.1286 | 0.8637 | 0.9294 |
| 0.3098 | 18.1935 | 564 | 0.8616 | 0.1817 | 0.8616 | 0.9282 |
| 0.3098 | 18.2581 | 566 | 0.9803 | 0.0986 | 0.9803 | 0.9901 |
| 0.3098 | 18.3226 | 568 | 1.0636 | -0.0526 | 1.0636 | 1.0313 |
| 0.3098 | 18.3871 | 570 | 1.0435 | -0.0526 | 1.0435 | 1.0215 |
| 0.3098 | 18.4516 | 572 | 0.9923 | 0.0986 | 0.9923 | 0.9961 |
| 0.3098 | 18.5161 | 574 | 0.8948 | 0.0871 | 0.8948 | 0.9459 |
| 0.3098 | 18.5806 | 576 | 0.8299 | 0.1859 | 0.8299 | 0.9110 |
| 0.3098 | 18.6452 | 578 | 0.7925 | 0.1529 | 0.7925 | 0.8902 |
| 0.3098 | 18.7097 | 580 | 0.7851 | 0.1943 | 0.7851 | 0.8861 |
| 0.3098 | 18.7742 | 582 | 0.8061 | 0.1817 | 0.8061 | 0.8979 |
| 0.3098 | 18.8387 | 584 | 0.8552 | 0.1190 | 0.8552 | 0.9248 |
| 0.3098 | 18.9032 | 586 | 0.9171 | 0.1484 | 0.9171 | 0.9577 |
| 0.3098 | 18.9677 | 588 | 0.9327 | 0.1147 | 0.9327 | 0.9658 |
| 0.3098 | 19.0323 | 590 | 0.9133 | 0.2032 | 0.9133 | 0.9557 |
| 0.3098 | 19.0968 | 592 | 0.9178 | 0.1758 | 0.9178 | 0.9580 |
| 0.3098 | 19.1613 | 594 | 0.8968 | 0.1727 | 0.8968 | 0.9470 |
| 0.3098 | 19.2258 | 596 | 0.8584 | 0.1318 | 0.8584 | 0.9265 |
| 0.3098 | 19.2903 | 598 | 0.8452 | 0.1318 | 0.8452 | 0.9193 |
| 0.3098 | 19.3548 | 600 | 0.8833 | 0.1727 | 0.8833 | 0.9398 |
| 0.3098 | 19.4194 | 602 | 0.9765 | -0.0471 | 0.9765 | 0.9882 |
| 0.3098 | 19.4839 | 604 | 1.0810 | -0.1238 | 1.0810 | 1.0397 |
| 0.3098 | 19.5484 | 606 | 1.0831 | -0.1238 | 1.0831 | 1.0407 |
| 0.3098 | 19.6129 | 608 | 0.9775 | -0.0870 | 0.9775 | 0.9887 |
| 0.3098 | 19.6774 | 610 | 0.9304 | -0.0118 | 0.9304 | 0.9646 |
| 0.3098 | 19.7419 | 612 | 0.9089 | 0.1542 | 0.9089 | 0.9534 |
| 0.3098 | 19.8065 | 614 | 0.9231 | -0.0118 | 0.9231 | 0.9608 |
| 0.3098 | 19.8710 | 616 | 0.9663 | -0.0877 | 0.9663 | 0.9830 |
| 0.3098 | 19.9355 | 618 | 1.0580 | -0.1243 | 1.0580 | 1.0286 |
| 0.3098 | 20.0 | 620 | 1.1110 | -0.1248 | 1.1110 | 1.0540 |
| 0.3098 | 20.0645 | 622 | 1.1221 | -0.0953 | 1.1221 | 1.0593 |
| 0.3098 | 20.1290 | 624 | 1.0975 | -0.1246 | 1.0975 | 1.0476 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|