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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k16_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_run3_AugV5_k16_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: 0.8244
- Qwk: 0.0639
- Mse: 0.8244
- Rmse: 0.9080
## 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 | 0.0465 | 2 | 3.7246 | -0.0068 | 3.7246 | 1.9299 |
| No log | 0.0930 | 4 | 2.0014 | 0.0304 | 2.0014 | 1.4147 |
| No log | 0.1395 | 6 | 1.8875 | 0.0372 | 1.8875 | 1.3739 |
| No log | 0.1860 | 8 | 1.6258 | -0.0702 | 1.6258 | 1.2751 |
| No log | 0.2326 | 10 | 0.9176 | -0.1688 | 0.9176 | 0.9579 |
| No log | 0.2791 | 12 | 0.7535 | -0.1236 | 0.7535 | 0.8680 |
| No log | 0.3256 | 14 | 0.9002 | 0.0026 | 0.9002 | 0.9488 |
| No log | 0.3721 | 16 | 1.1537 | 0.0279 | 1.1537 | 1.0741 |
| No log | 0.4186 | 18 | 1.3957 | 0.0 | 1.3957 | 1.1814 |
| No log | 0.4651 | 20 | 1.3179 | 0.0 | 1.3179 | 1.1480 |
| No log | 0.5116 | 22 | 1.0646 | -0.0234 | 1.0646 | 1.0318 |
| No log | 0.5581 | 24 | 0.9999 | -0.0695 | 0.9999 | 0.9999 |
| No log | 0.6047 | 26 | 0.9609 | -0.0686 | 0.9609 | 0.9803 |
| No log | 0.6512 | 28 | 1.0698 | -0.0234 | 1.0698 | 1.0343 |
| No log | 0.6977 | 30 | 0.9765 | 0.0083 | 0.9765 | 0.9882 |
| No log | 0.7442 | 32 | 1.0029 | -0.0221 | 1.0029 | 1.0014 |
| No log | 0.7907 | 34 | 1.1231 | -0.0234 | 1.1231 | 1.0598 |
| No log | 0.8372 | 36 | 1.0281 | -0.0468 | 1.0281 | 1.0140 |
| No log | 0.8837 | 38 | 0.9512 | -0.0372 | 0.9512 | 0.9753 |
| No log | 0.9302 | 40 | 0.7967 | -0.0766 | 0.7967 | 0.8926 |
| No log | 0.9767 | 42 | 0.7191 | 0.0 | 0.7191 | 0.8480 |
| No log | 1.0233 | 44 | 0.7244 | 0.0 | 0.7244 | 0.8511 |
| No log | 1.0698 | 46 | 0.7943 | -0.0739 | 0.7943 | 0.8912 |
| No log | 1.1163 | 48 | 0.8178 | -0.1241 | 0.8178 | 0.9043 |
| No log | 1.1628 | 50 | 0.7800 | -0.0679 | 0.7800 | 0.8832 |
| No log | 1.2093 | 52 | 0.8207 | -0.1233 | 0.8207 | 0.9059 |
| No log | 1.2558 | 54 | 1.0522 | -0.0359 | 1.0522 | 1.0258 |
| No log | 1.3023 | 56 | 1.0617 | -0.1612 | 1.0617 | 1.0304 |
| No log | 1.3488 | 58 | 0.9348 | -0.0878 | 0.9348 | 0.9669 |
| No log | 1.3953 | 60 | 0.8498 | -0.1244 | 0.8498 | 0.9218 |
| No log | 1.4419 | 62 | 0.7397 | 0.0555 | 0.7397 | 0.8601 |
| No log | 1.4884 | 64 | 0.7083 | 0.0555 | 0.7083 | 0.8416 |
| No log | 1.5349 | 66 | 0.7603 | -0.0069 | 0.7603 | 0.8719 |
| No log | 1.5814 | 68 | 1.1730 | -0.0720 | 1.1730 | 1.0831 |
| No log | 1.6279 | 70 | 1.6100 | 0.0032 | 1.6100 | 1.2689 |
| No log | 1.6744 | 72 | 1.6552 | 0.0279 | 1.6552 | 1.2865 |
| No log | 1.7209 | 74 | 1.3500 | 0.0083 | 1.3500 | 1.1619 |
| No log | 1.7674 | 76 | 0.9280 | -0.0902 | 0.9280 | 0.9633 |
| No log | 1.8140 | 78 | 0.7687 | 0.0374 | 0.7687 | 0.8768 |
| No log | 1.8605 | 80 | 0.7334 | -0.0069 | 0.7334 | 0.8564 |
| No log | 1.9070 | 82 | 0.7383 | -0.0069 | 0.7383 | 0.8593 |
| No log | 1.9535 | 84 | 0.9509 | 0.0793 | 0.9509 | 0.9752 |
| No log | 2.0 | 86 | 1.4532 | -0.0433 | 1.4532 | 1.2055 |
| No log | 2.0465 | 88 | 1.4944 | -0.0422 | 1.4944 | 1.2225 |
| No log | 2.0930 | 90 | 1.0408 | 0.1399 | 1.0408 | 1.0202 |
| No log | 2.1395 | 92 | 0.8014 | 0.0759 | 0.8014 | 0.8952 |
| No log | 2.1860 | 94 | 0.8661 | -0.0331 | 0.8661 | 0.9306 |
| No log | 2.2326 | 96 | 1.1521 | 0.0147 | 1.1521 | 1.0733 |
| No log | 2.2791 | 98 | 1.3601 | 0.0585 | 1.3601 | 1.1662 |
| No log | 2.3256 | 100 | 1.0854 | -0.0500 | 1.0854 | 1.0418 |
| No log | 2.3721 | 102 | 0.7757 | 0.0918 | 0.7757 | 0.8807 |
| No log | 2.4186 | 104 | 0.8418 | -0.1538 | 0.8418 | 0.9175 |
| No log | 2.4651 | 106 | 0.8415 | -0.0633 | 0.8415 | 0.9173 |
| No log | 2.5116 | 108 | 0.9006 | -0.1152 | 0.9006 | 0.9490 |
| No log | 2.5581 | 110 | 1.2271 | 0.0305 | 1.2271 | 1.1077 |
| No log | 2.6047 | 112 | 0.9688 | -0.0878 | 0.9688 | 0.9843 |
| No log | 2.6512 | 114 | 0.7820 | -0.1001 | 0.7820 | 0.8843 |
| No log | 2.6977 | 116 | 0.8291 | -0.0939 | 0.8291 | 0.9105 |
| No log | 2.7442 | 118 | 0.7714 | -0.0499 | 0.7714 | 0.8783 |
| No log | 2.7907 | 120 | 0.9501 | 0.0287 | 0.9501 | 0.9747 |
| No log | 2.8372 | 122 | 0.9907 | 0.0287 | 0.9907 | 0.9953 |
| No log | 2.8837 | 124 | 0.7636 | 0.0496 | 0.7636 | 0.8738 |
| No log | 2.9302 | 126 | 0.7512 | -0.0571 | 0.7512 | 0.8667 |
| No log | 2.9767 | 128 | 0.7572 | -0.0152 | 0.7572 | 0.8702 |
| No log | 3.0233 | 130 | 0.8866 | 0.0456 | 0.8866 | 0.9416 |
| No log | 3.0698 | 132 | 0.7488 | -0.0179 | 0.7488 | 0.8653 |
| No log | 3.1163 | 134 | 0.7391 | 0.0395 | 0.7391 | 0.8597 |
| No log | 3.1628 | 136 | 0.7963 | 0.0999 | 0.7963 | 0.8923 |
| No log | 3.2093 | 138 | 0.7861 | 0.0588 | 0.7861 | 0.8866 |
| No log | 3.2558 | 140 | 0.7664 | 0.0814 | 0.7664 | 0.8755 |
| No log | 3.3023 | 142 | 0.8022 | 0.0338 | 0.8022 | 0.8957 |
| No log | 3.3488 | 144 | 1.1238 | -0.0571 | 1.1238 | 1.0601 |
| No log | 3.3953 | 146 | 1.2460 | 0.0945 | 1.2460 | 1.1162 |
| No log | 3.4419 | 148 | 0.9069 | -0.1734 | 0.9069 | 0.9523 |
| No log | 3.4884 | 150 | 0.9593 | -0.0616 | 0.9593 | 0.9794 |
| No log | 3.5349 | 152 | 0.9033 | -0.0771 | 0.9033 | 0.9504 |
| No log | 3.5814 | 154 | 0.8924 | 0.0226 | 0.8924 | 0.9447 |
| No log | 3.6279 | 156 | 1.0415 | -0.1159 | 1.0415 | 1.0205 |
| No log | 3.6744 | 158 | 0.8618 | 0.0327 | 0.8618 | 0.9283 |
| No log | 3.7209 | 160 | 0.8643 | -0.0904 | 0.8643 | 0.9297 |
| No log | 3.7674 | 162 | 0.8325 | 0.0509 | 0.8325 | 0.9124 |
| No log | 3.8140 | 164 | 0.8676 | 0.0226 | 0.8676 | 0.9314 |
| No log | 3.8605 | 166 | 0.8973 | 0.0175 | 0.8973 | 0.9473 |
| No log | 3.9070 | 168 | 0.8325 | 0.0027 | 0.8325 | 0.9124 |
| No log | 3.9535 | 170 | 0.9022 | -0.0059 | 0.9022 | 0.9498 |
| No log | 4.0 | 172 | 0.8618 | -0.0796 | 0.8618 | 0.9284 |
| No log | 4.0465 | 174 | 0.8376 | 0.0359 | 0.8376 | 0.9152 |
| No log | 4.0930 | 176 | 0.7910 | 0.1413 | 0.7910 | 0.8894 |
| No log | 4.1395 | 178 | 0.8113 | -0.0214 | 0.8113 | 0.9007 |
| No log | 4.1860 | 180 | 0.7716 | 0.0122 | 0.7716 | 0.8784 |
| No log | 4.2326 | 182 | 0.7906 | 0.0175 | 0.7906 | 0.8892 |
| No log | 4.2791 | 184 | 0.7667 | 0.1856 | 0.7667 | 0.8756 |
| No log | 4.3256 | 186 | 0.8539 | -0.0528 | 0.8539 | 0.9241 |
| No log | 4.3721 | 188 | 0.8714 | -0.0528 | 0.8714 | 0.9335 |
| No log | 4.4186 | 190 | 0.7605 | 0.0598 | 0.7605 | 0.8721 |
| No log | 4.4651 | 192 | 0.7640 | 0.1506 | 0.7640 | 0.8741 |
| No log | 4.5116 | 194 | 0.7475 | 0.0334 | 0.7475 | 0.8646 |
| No log | 4.5581 | 196 | 0.7799 | 0.0089 | 0.7799 | 0.8831 |
| No log | 4.6047 | 198 | 0.8485 | -0.0692 | 0.8485 | 0.9211 |
| No log | 4.6512 | 200 | 0.8231 | -0.0366 | 0.8231 | 0.9073 |
| No log | 4.6977 | 202 | 0.8408 | 0.0357 | 0.8408 | 0.9170 |
| No log | 4.7442 | 204 | 0.8535 | -0.0810 | 0.8535 | 0.9239 |
| No log | 4.7907 | 206 | 0.9587 | -0.0861 | 0.9587 | 0.9791 |
| No log | 4.8372 | 208 | 0.8990 | -0.0996 | 0.8990 | 0.9481 |
| No log | 4.8837 | 210 | 0.8625 | -0.0717 | 0.8625 | 0.9287 |
| No log | 4.9302 | 212 | 0.8406 | 0.0 | 0.8406 | 0.9169 |
| No log | 4.9767 | 214 | 0.8643 | 0.0247 | 0.8643 | 0.9297 |
| No log | 5.0233 | 216 | 0.8506 | -0.0930 | 0.8506 | 0.9223 |
| No log | 5.0698 | 218 | 0.9301 | -0.1194 | 0.9301 | 0.9644 |
| No log | 5.1163 | 220 | 0.8812 | -0.1709 | 0.8812 | 0.9387 |
| No log | 5.1628 | 222 | 0.9657 | -0.0408 | 0.9657 | 0.9827 |
| No log | 5.2093 | 224 | 1.1581 | -0.0218 | 1.1581 | 1.0762 |
| No log | 5.2558 | 226 | 0.9267 | -0.0283 | 0.9267 | 0.9627 |
| No log | 5.3023 | 228 | 0.8749 | -0.1538 | 0.8749 | 0.9354 |
| No log | 5.3488 | 230 | 0.8798 | -0.1843 | 0.8798 | 0.9380 |
| No log | 5.3953 | 232 | 0.8413 | -0.1531 | 0.8413 | 0.9172 |
| No log | 5.4419 | 234 | 0.8417 | -0.1106 | 0.8417 | 0.9174 |
| No log | 5.4884 | 236 | 0.8380 | -0.1100 | 0.8380 | 0.9154 |
| No log | 5.5349 | 238 | 0.8259 | -0.0675 | 0.8259 | 0.9088 |
| No log | 5.5814 | 240 | 0.7798 | -0.0609 | 0.7798 | 0.8831 |
| No log | 5.6279 | 242 | 0.7613 | -0.0571 | 0.7613 | 0.8726 |
| No log | 5.6744 | 244 | 0.7668 | -0.0101 | 0.7668 | 0.8757 |
| No log | 5.7209 | 246 | 0.7946 | 0.0334 | 0.7946 | 0.8914 |
| No log | 5.7674 | 248 | 0.8031 | 0.0807 | 0.8031 | 0.8962 |
| No log | 5.8140 | 250 | 0.7792 | -0.1088 | 0.7792 | 0.8827 |
| No log | 5.8605 | 252 | 0.8104 | -0.1470 | 0.8104 | 0.9002 |
| No log | 5.9070 | 254 | 0.7914 | -0.1026 | 0.7914 | 0.8896 |
| No log | 5.9535 | 256 | 0.8502 | 0.0512 | 0.8502 | 0.9221 |
| No log | 6.0 | 258 | 0.8092 | 0.0191 | 0.8092 | 0.8996 |
| No log | 6.0465 | 260 | 0.8370 | -0.0204 | 0.8370 | 0.9149 |
| No log | 6.0930 | 262 | 0.8940 | 0.0734 | 0.8940 | 0.9455 |
| No log | 6.1395 | 264 | 0.8534 | -0.1045 | 0.8534 | 0.9238 |
| No log | 6.1860 | 266 | 0.8198 | -0.0145 | 0.8198 | 0.9055 |
| No log | 6.2326 | 268 | 0.8200 | -0.0145 | 0.8200 | 0.9056 |
| No log | 6.2791 | 270 | 0.8376 | -0.0658 | 0.8376 | 0.9152 |
| No log | 6.3256 | 272 | 0.8527 | -0.0658 | 0.8527 | 0.9234 |
| No log | 6.3721 | 274 | 0.8481 | -0.0113 | 0.8481 | 0.9209 |
| No log | 6.4186 | 276 | 0.8243 | -0.1026 | 0.8243 | 0.9079 |
| No log | 6.4651 | 278 | 0.8080 | -0.0428 | 0.8080 | 0.8989 |
| No log | 6.5116 | 280 | 0.7847 | -0.0550 | 0.7847 | 0.8858 |
| No log | 6.5581 | 282 | 0.7885 | -0.1018 | 0.7885 | 0.8880 |
| No log | 6.6047 | 284 | 0.8200 | -0.0826 | 0.8200 | 0.9055 |
| No log | 6.6512 | 286 | 0.8767 | -0.1834 | 0.8767 | 0.9363 |
| No log | 6.6977 | 288 | 0.9833 | -0.0317 | 0.9833 | 0.9916 |
| No log | 6.7442 | 290 | 0.9799 | -0.1145 | 0.9799 | 0.9899 |
| No log | 6.7907 | 292 | 0.9269 | -0.1163 | 0.9269 | 0.9628 |
| No log | 6.8372 | 294 | 1.0290 | -0.1065 | 1.0290 | 1.0144 |
| No log | 6.8837 | 296 | 1.0308 | -0.1065 | 1.0308 | 1.0153 |
| No log | 6.9302 | 298 | 0.9483 | -0.1088 | 0.9483 | 0.9738 |
| No log | 6.9767 | 300 | 0.8615 | -0.1155 | 0.8615 | 0.9282 |
| No log | 7.0233 | 302 | 0.9106 | -0.0896 | 0.9106 | 0.9542 |
| No log | 7.0698 | 304 | 0.8660 | -0.1588 | 0.8660 | 0.9306 |
| No log | 7.1163 | 306 | 0.9435 | -0.0336 | 0.9435 | 0.9713 |
| No log | 7.1628 | 308 | 1.2123 | -0.0608 | 1.2123 | 1.1010 |
| No log | 7.2093 | 310 | 1.0730 | -0.0253 | 1.0730 | 1.0359 |
| No log | 7.2558 | 312 | 0.8275 | -0.0541 | 0.8275 | 0.9097 |
| No log | 7.3023 | 314 | 0.9043 | -0.0442 | 0.9043 | 0.9510 |
| No log | 7.3488 | 316 | 0.8759 | -0.0477 | 0.8759 | 0.9359 |
| No log | 7.3953 | 318 | 0.7766 | -0.0967 | 0.7766 | 0.8812 |
| No log | 7.4419 | 320 | 0.8352 | 0.0953 | 0.8352 | 0.9139 |
| No log | 7.4884 | 322 | 0.8255 | 0.0909 | 0.8255 | 0.9086 |
| No log | 7.5349 | 324 | 0.7637 | 0.0395 | 0.7637 | 0.8739 |
| No log | 7.5814 | 326 | 0.7825 | -0.1398 | 0.7825 | 0.8846 |
| No log | 7.6279 | 328 | 0.7973 | -0.0465 | 0.7973 | 0.8929 |
| No log | 7.6744 | 330 | 0.9531 | 0.0233 | 0.9531 | 0.9762 |
| No log | 7.7209 | 332 | 1.0713 | -0.0595 | 1.0713 | 1.0350 |
| No log | 7.7674 | 334 | 0.8744 | 0.0091 | 0.8744 | 0.9351 |
| No log | 7.8140 | 336 | 0.8604 | -0.1002 | 0.8604 | 0.9276 |
| No log | 7.8605 | 338 | 0.8548 | -0.1002 | 0.8548 | 0.9246 |
| No log | 7.9070 | 340 | 0.8246 | 0.0851 | 0.8246 | 0.9081 |
| No log | 7.9535 | 342 | 0.8164 | 0.0495 | 0.8164 | 0.9036 |
| No log | 8.0 | 344 | 0.8187 | 0.0846 | 0.8187 | 0.9048 |
| No log | 8.0465 | 346 | 0.8285 | 0.0893 | 0.8285 | 0.9102 |
| No log | 8.0930 | 348 | 0.8383 | -0.0717 | 0.8383 | 0.9156 |
| No log | 8.1395 | 350 | 0.8605 | 0.0283 | 0.8605 | 0.9277 |
| No log | 8.1860 | 352 | 0.9299 | 0.0084 | 0.9299 | 0.9643 |
| No log | 8.2326 | 354 | 0.9317 | -0.0094 | 0.9317 | 0.9652 |
| No log | 8.2791 | 356 | 0.8173 | 0.0393 | 0.8173 | 0.9040 |
| No log | 8.3256 | 358 | 0.7960 | -0.0967 | 0.7960 | 0.8922 |
| No log | 8.3721 | 360 | 0.8017 | 0.0828 | 0.8017 | 0.8954 |
| No log | 8.4186 | 362 | 0.8565 | 0.0755 | 0.8565 | 0.9255 |
| No log | 8.4651 | 364 | 0.8423 | 0.1239 | 0.8423 | 0.9178 |
| No log | 8.5116 | 366 | 0.8005 | -0.0387 | 0.8005 | 0.8947 |
| No log | 8.5581 | 368 | 0.8926 | 0.0377 | 0.8926 | 0.9448 |
| No log | 8.6047 | 370 | 0.8257 | -0.1051 | 0.8257 | 0.9087 |
| No log | 8.6512 | 372 | 0.8398 | 0.0068 | 0.8398 | 0.9164 |
| No log | 8.6977 | 374 | 1.1599 | 0.0238 | 1.1599 | 1.0770 |
| No log | 8.7442 | 376 | 0.9975 | 0.0515 | 0.9975 | 0.9987 |
| No log | 8.7907 | 378 | 0.7840 | 0.0628 | 0.7840 | 0.8854 |
| No log | 8.8372 | 380 | 0.7208 | -0.0065 | 0.7208 | 0.8490 |
| No log | 8.8837 | 382 | 0.7104 | -0.0065 | 0.7104 | 0.8429 |
| No log | 8.9302 | 384 | 0.7153 | -0.0571 | 0.7153 | 0.8457 |
| No log | 8.9767 | 386 | 0.7211 | 0.0416 | 0.7211 | 0.8492 |
| No log | 9.0233 | 388 | 0.8703 | 0.0486 | 0.8703 | 0.9329 |
| No log | 9.0698 | 390 | 0.8490 | 0.0545 | 0.8490 | 0.9214 |
| No log | 9.1163 | 392 | 0.7225 | -0.0096 | 0.7225 | 0.8500 |
| No log | 9.1628 | 394 | 0.7607 | -0.0738 | 0.7607 | 0.8722 |
| No log | 9.2093 | 396 | 0.8050 | -0.0121 | 0.8050 | 0.8972 |
| No log | 9.2558 | 398 | 0.7436 | -0.0387 | 0.7436 | 0.8623 |
| No log | 9.3023 | 400 | 0.7765 | 0.2009 | 0.7765 | 0.8812 |
| No log | 9.3488 | 402 | 0.7871 | 0.1836 | 0.7871 | 0.8872 |
| No log | 9.3953 | 404 | 0.7364 | 0.0814 | 0.7364 | 0.8582 |
| No log | 9.4419 | 406 | 0.7554 | -0.0307 | 0.7554 | 0.8691 |
| No log | 9.4884 | 408 | 0.7888 | -0.0271 | 0.7888 | 0.8882 |
| No log | 9.5349 | 410 | 0.7535 | -0.0992 | 0.7535 | 0.8680 |
| No log | 9.5814 | 412 | 0.7886 | 0.0282 | 0.7886 | 0.8880 |
| No log | 9.6279 | 414 | 0.7725 | -0.0170 | 0.7725 | 0.8789 |
| No log | 9.6744 | 416 | 0.8408 | 0.0867 | 0.8408 | 0.9170 |
| No log | 9.7209 | 418 | 0.8605 | 0.0711 | 0.8605 | 0.9276 |
| No log | 9.7674 | 420 | 0.8665 | -0.0008 | 0.8665 | 0.9309 |
| No log | 9.8140 | 422 | 0.8107 | 0.0205 | 0.8107 | 0.9004 |
| No log | 9.8605 | 424 | 0.7729 | -0.0062 | 0.7729 | 0.8791 |
| No log | 9.9070 | 426 | 0.7858 | -0.1091 | 0.7858 | 0.8864 |
| No log | 9.9535 | 428 | 0.7918 | -0.1474 | 0.7918 | 0.8898 |
| No log | 10.0 | 430 | 0.7848 | -0.1538 | 0.7848 | 0.8859 |
| No log | 10.0465 | 432 | 0.7290 | 0.1081 | 0.7290 | 0.8538 |
| No log | 10.0930 | 434 | 0.7834 | 0.1047 | 0.7834 | 0.8851 |
| No log | 10.1395 | 436 | 0.8009 | 0.0588 | 0.8009 | 0.8949 |
| No log | 10.1860 | 438 | 0.7792 | 0.0 | 0.7792 | 0.8827 |
| No log | 10.2326 | 440 | 0.8539 | -0.1245 | 0.8539 | 0.9241 |
| No log | 10.2791 | 442 | 0.8531 | -0.1194 | 0.8531 | 0.9236 |
| No log | 10.3256 | 444 | 0.7802 | -0.0329 | 0.7802 | 0.8833 |
| No log | 10.3721 | 446 | 0.8072 | 0.1096 | 0.8072 | 0.8984 |
| No log | 10.4186 | 448 | 0.8245 | 0.0409 | 0.8245 | 0.9080 |
| No log | 10.4651 | 450 | 0.7819 | 0.0999 | 0.7819 | 0.8842 |
| No log | 10.5116 | 452 | 0.7335 | -0.0513 | 0.7335 | 0.8565 |
| No log | 10.5581 | 454 | 0.8086 | -0.0949 | 0.8086 | 0.8992 |
| No log | 10.6047 | 456 | 0.8352 | -0.0904 | 0.8352 | 0.9139 |
| No log | 10.6512 | 458 | 0.8171 | 0.0798 | 0.8171 | 0.9039 |
| No log | 10.6977 | 460 | 0.8611 | 0.0608 | 0.8611 | 0.9280 |
| No log | 10.7442 | 462 | 0.8329 | 0.0330 | 0.8329 | 0.9126 |
| No log | 10.7907 | 464 | 0.8562 | -0.0107 | 0.8562 | 0.9253 |
| No log | 10.8372 | 466 | 0.8553 | -0.0107 | 0.8553 | 0.9248 |
| No log | 10.8837 | 468 | 0.8087 | 0.0376 | 0.8087 | 0.8993 |
| No log | 10.9302 | 470 | 0.9274 | -0.0182 | 0.9274 | 0.9630 |
| No log | 10.9767 | 472 | 1.0693 | 0.0282 | 1.0693 | 1.0341 |
| No log | 11.0233 | 474 | 1.0165 | 0.0305 | 1.0165 | 1.0082 |
| No log | 11.0698 | 476 | 0.8670 | 0.0576 | 0.8670 | 0.9311 |
| No log | 11.1163 | 478 | 0.7764 | 0.1675 | 0.7764 | 0.8811 |
| No log | 11.1628 | 480 | 0.7698 | 0.1659 | 0.7698 | 0.8774 |
| No log | 11.2093 | 482 | 0.8518 | -0.0122 | 0.8518 | 0.9229 |
| No log | 11.2558 | 484 | 0.9214 | 0.0545 | 0.9214 | 0.9599 |
| No log | 11.3023 | 486 | 0.8699 | -0.0122 | 0.8699 | 0.9327 |
| No log | 11.3488 | 488 | 0.7776 | 0.1617 | 0.7776 | 0.8818 |
| No log | 11.3953 | 490 | 0.7644 | 0.1298 | 0.7644 | 0.8743 |
| No log | 11.4419 | 492 | 0.7535 | 0.1298 | 0.7535 | 0.8680 |
| No log | 11.4884 | 494 | 0.7431 | 0.1298 | 0.7431 | 0.8620 |
| No log | 11.5349 | 496 | 0.8243 | 0.0346 | 0.8243 | 0.9079 |
| No log | 11.5814 | 498 | 0.8956 | -0.0143 | 0.8956 | 0.9463 |
| 0.368 | 11.6279 | 500 | 0.8305 | 0.0786 | 0.8305 | 0.9113 |
| 0.368 | 11.6744 | 502 | 0.7938 | 0.1143 | 0.7938 | 0.8909 |
| 0.368 | 11.7209 | 504 | 0.8121 | 0.0757 | 0.8121 | 0.9012 |
| 0.368 | 11.7674 | 506 | 0.8349 | 0.0586 | 0.8349 | 0.9137 |
| 0.368 | 11.8140 | 508 | 0.8230 | 0.0725 | 0.8230 | 0.9072 |
| 0.368 | 11.8605 | 510 | 0.8026 | 0.0840 | 0.8026 | 0.8959 |
| 0.368 | 11.9070 | 512 | 0.8130 | 0.0377 | 0.8130 | 0.9017 |
| 0.368 | 11.9535 | 514 | 0.7956 | 0.0867 | 0.7956 | 0.8920 |
| 0.368 | 12.0 | 516 | 0.7593 | 0.0444 | 0.7593 | 0.8714 |
| 0.368 | 12.0465 | 518 | 0.7895 | -0.0248 | 0.7895 | 0.8885 |
| 0.368 | 12.0930 | 520 | 0.7779 | 0.0074 | 0.7779 | 0.8820 |
| 0.368 | 12.1395 | 522 | 0.7662 | 0.0460 | 0.7662 | 0.8753 |
| 0.368 | 12.1860 | 524 | 0.7671 | 0.1599 | 0.7671 | 0.8758 |
| 0.368 | 12.2326 | 526 | 0.7662 | 0.1249 | 0.7662 | 0.8753 |
| 0.368 | 12.2791 | 528 | 0.7714 | 0.1249 | 0.7714 | 0.8783 |
| 0.368 | 12.3256 | 530 | 0.7626 | -0.0056 | 0.7626 | 0.8733 |
| 0.368 | 12.3721 | 532 | 0.7618 | -0.1399 | 0.7618 | 0.8728 |
| 0.368 | 12.4186 | 534 | 0.7408 | -0.1067 | 0.7408 | 0.8607 |
| 0.368 | 12.4651 | 536 | 0.7384 | 0.0814 | 0.7384 | 0.8593 |
| 0.368 | 12.5116 | 538 | 0.7757 | 0.1202 | 0.7757 | 0.8807 |
| 0.368 | 12.5581 | 540 | 0.8614 | 0.0442 | 0.8614 | 0.9281 |
| 0.368 | 12.6047 | 542 | 0.9273 | -0.0122 | 0.9273 | 0.9630 |
| 0.368 | 12.6512 | 544 | 0.8589 | 0.0442 | 0.8589 | 0.9268 |
| 0.368 | 12.6977 | 546 | 0.7514 | 0.1318 | 0.7514 | 0.8668 |
| 0.368 | 12.7442 | 548 | 0.7533 | -0.0469 | 0.7533 | 0.8679 |
| 0.368 | 12.7907 | 550 | 0.7741 | -0.1329 | 0.7741 | 0.8798 |
| 0.368 | 12.8372 | 552 | 0.7768 | -0.0446 | 0.7768 | 0.8814 |
| 0.368 | 12.8837 | 554 | 0.7941 | 0.0357 | 0.7941 | 0.8911 |
| 0.368 | 12.9302 | 556 | 0.8220 | 0.1506 | 0.8220 | 0.9067 |
| 0.368 | 12.9767 | 558 | 0.8225 | 0.1449 | 0.8225 | 0.9069 |
| 0.368 | 13.0233 | 560 | 0.7916 | 0.1254 | 0.7916 | 0.8897 |
| 0.368 | 13.0698 | 562 | 0.7792 | 0.0376 | 0.7792 | 0.8827 |
| 0.368 | 13.1163 | 564 | 0.7854 | 0.0376 | 0.7854 | 0.8862 |
| 0.368 | 13.1628 | 566 | 0.7918 | 0.0741 | 0.7918 | 0.8898 |
| 0.368 | 13.2093 | 568 | 0.8064 | 0.0741 | 0.8064 | 0.8980 |
| 0.368 | 13.2558 | 570 | 0.8249 | 0.0913 | 0.8249 | 0.9082 |
| 0.368 | 13.3023 | 572 | 0.8011 | 0.1199 | 0.8011 | 0.8951 |
| 0.368 | 13.3488 | 574 | 0.7755 | 0.0741 | 0.7755 | 0.8806 |
| 0.368 | 13.3953 | 576 | 0.7824 | 0.1196 | 0.7824 | 0.8845 |
| 0.368 | 13.4419 | 578 | 0.7979 | 0.1612 | 0.7979 | 0.8933 |
| 0.368 | 13.4884 | 580 | 0.7934 | 0.0749 | 0.7934 | 0.8907 |
| 0.368 | 13.5349 | 582 | 0.7868 | 0.0359 | 0.7868 | 0.8870 |
| 0.368 | 13.5814 | 584 | 0.8012 | 0.0902 | 0.8012 | 0.8951 |
| 0.368 | 13.6279 | 586 | 0.7896 | 0.0359 | 0.7896 | 0.8886 |
| 0.368 | 13.6744 | 588 | 0.7783 | 0.0359 | 0.7783 | 0.8822 |
| 0.368 | 13.7209 | 590 | 0.8108 | 0.1001 | 0.8108 | 0.9004 |
| 0.368 | 13.7674 | 592 | 0.8974 | 0.0676 | 0.8974 | 0.9473 |
| 0.368 | 13.8140 | 594 | 0.8765 | 0.0711 | 0.8765 | 0.9362 |
| 0.368 | 13.8605 | 596 | 0.8146 | 0.0867 | 0.8146 | 0.9026 |
| 0.368 | 13.9070 | 598 | 0.7876 | 0.1321 | 0.7876 | 0.8875 |
| 0.368 | 13.9535 | 600 | 0.9149 | -0.0650 | 0.9149 | 0.9565 |
| 0.368 | 14.0 | 602 | 0.9117 | -0.1530 | 0.9117 | 0.9548 |
| 0.368 | 14.0465 | 604 | 0.7871 | 0.0535 | 0.7871 | 0.8872 |
| 0.368 | 14.0930 | 606 | 0.7569 | 0.0834 | 0.7569 | 0.8700 |
| 0.368 | 14.1395 | 608 | 0.7738 | 0.1096 | 0.7738 | 0.8797 |
| 0.368 | 14.1860 | 610 | 0.7630 | 0.1146 | 0.7630 | 0.8735 |
| 0.368 | 14.2326 | 612 | 0.7302 | 0.0914 | 0.7302 | 0.8545 |
| 0.368 | 14.2791 | 614 | 0.7472 | 0.0 | 0.7472 | 0.8644 |
| 0.368 | 14.3256 | 616 | 0.7765 | -0.0821 | 0.7765 | 0.8812 |
| 0.368 | 14.3721 | 618 | 0.7697 | -0.0426 | 0.7697 | 0.8773 |
| 0.368 | 14.4186 | 620 | 0.8220 | 0.1495 | 0.8220 | 0.9066 |
| 0.368 | 14.4651 | 622 | 0.8578 | 0.0871 | 0.8578 | 0.9262 |
| 0.368 | 14.5116 | 624 | 0.7986 | 0.0700 | 0.7986 | 0.8937 |
| 0.368 | 14.5581 | 626 | 0.7754 | 0.0027 | 0.7754 | 0.8805 |
| 0.368 | 14.6047 | 628 | 0.7685 | -0.0054 | 0.7685 | 0.8766 |
| 0.368 | 14.6512 | 630 | 0.7625 | 0.0828 | 0.7625 | 0.8732 |
| 0.368 | 14.6977 | 632 | 0.7526 | 0.0783 | 0.7526 | 0.8675 |
| 0.368 | 14.7442 | 634 | 0.7338 | 0.0884 | 0.7338 | 0.8566 |
| 0.368 | 14.7907 | 636 | 0.7297 | 0.0488 | 0.7297 | 0.8542 |
| 0.368 | 14.8372 | 638 | 0.7317 | -0.0810 | 0.7317 | 0.8554 |
| 0.368 | 14.8837 | 640 | 0.7236 | 0.0930 | 0.7236 | 0.8506 |
| 0.368 | 14.9302 | 642 | 0.7275 | 0.1758 | 0.7275 | 0.8529 |
| 0.368 | 14.9767 | 644 | 0.7917 | 0.1565 | 0.7917 | 0.8898 |
| 0.368 | 15.0233 | 646 | 0.7810 | 0.1565 | 0.7810 | 0.8837 |
| 0.368 | 15.0698 | 648 | 0.7392 | 0.2180 | 0.7392 | 0.8598 |
| 0.368 | 15.1163 | 650 | 0.7299 | 0.1705 | 0.7299 | 0.8543 |
| 0.368 | 15.1628 | 652 | 0.7334 | 0.0840 | 0.7334 | 0.8564 |
| 0.368 | 15.2093 | 654 | 0.7874 | 0.1449 | 0.7874 | 0.8874 |
| 0.368 | 15.2558 | 656 | 1.0108 | -0.0200 | 1.0108 | 1.0054 |
| 0.368 | 15.3023 | 658 | 1.1127 | -0.0966 | 1.1127 | 1.0548 |
| 0.368 | 15.3488 | 660 | 0.9706 | -0.0200 | 0.9706 | 0.9852 |
| 0.368 | 15.3953 | 662 | 0.7863 | 0.1675 | 0.7863 | 0.8867 |
| 0.368 | 15.4419 | 664 | 0.7695 | 0.0 | 0.7695 | 0.8772 |
| 0.368 | 15.4884 | 666 | 0.7714 | 0.0357 | 0.7714 | 0.8783 |
| 0.368 | 15.5349 | 668 | 0.7890 | 0.1612 | 0.7890 | 0.8883 |
| 0.368 | 15.5814 | 670 | 0.8148 | 0.1506 | 0.8148 | 0.9027 |
| 0.368 | 15.6279 | 672 | 0.8640 | -0.0056 | 0.8640 | 0.9295 |
| 0.368 | 15.6744 | 674 | 0.8981 | -0.0474 | 0.8981 | 0.9477 |
| 0.368 | 15.7209 | 676 | 0.8650 | 0.0095 | 0.8650 | 0.9300 |
| 0.368 | 15.7674 | 678 | 0.8304 | 0.0639 | 0.8304 | 0.9113 |
| 0.368 | 15.8140 | 680 | 0.8244 | 0.0639 | 0.8244 | 0.9080 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|