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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_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: 0.6240
- Qwk: 0.4051
- Mse: 0.6240
- Rmse: 0.7900
## 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 | 0.0290 | 2 | 4.3096 | -0.0253 | 4.3096 | 2.0759 |
| No log | 0.0580 | 4 | 2.2467 | 0.0656 | 2.2467 | 1.4989 |
| No log | 0.0870 | 6 | 1.2781 | 0.0205 | 1.2781 | 1.1305 |
| No log | 0.1159 | 8 | 1.0565 | -0.0965 | 1.0565 | 1.0279 |
| No log | 0.1449 | 10 | 1.2314 | -0.1047 | 1.2314 | 1.1097 |
| No log | 0.1739 | 12 | 1.0535 | -0.1321 | 1.0535 | 1.0264 |
| No log | 0.2029 | 14 | 0.9517 | -0.0334 | 0.9517 | 0.9755 |
| No log | 0.2319 | 16 | 0.8628 | 0.1240 | 0.8628 | 0.9289 |
| No log | 0.2609 | 18 | 0.8946 | 0.1163 | 0.8946 | 0.9458 |
| No log | 0.2899 | 20 | 0.9093 | 0.1217 | 0.9093 | 0.9536 |
| No log | 0.3188 | 22 | 1.3347 | 0.0363 | 1.3347 | 1.1553 |
| No log | 0.3478 | 24 | 1.4202 | 0.0262 | 1.4202 | 1.1917 |
| No log | 0.3768 | 26 | 1.0640 | 0.0031 | 1.0640 | 1.0315 |
| No log | 0.4058 | 28 | 1.0029 | 0.0684 | 1.0029 | 1.0015 |
| No log | 0.4348 | 30 | 0.9527 | 0.1349 | 0.9527 | 0.9761 |
| No log | 0.4638 | 32 | 0.9489 | 0.1186 | 0.9489 | 0.9741 |
| No log | 0.4928 | 34 | 0.8822 | 0.1804 | 0.8822 | 0.9393 |
| No log | 0.5217 | 36 | 0.8514 | 0.1669 | 0.8514 | 0.9227 |
| No log | 0.5507 | 38 | 0.9190 | 0.1295 | 0.9190 | 0.9587 |
| No log | 0.5797 | 40 | 0.9465 | 0.0434 | 0.9465 | 0.9729 |
| No log | 0.6087 | 42 | 1.0997 | -0.0915 | 1.0997 | 1.0486 |
| No log | 0.6377 | 44 | 0.9871 | 0.0450 | 0.9871 | 0.9936 |
| No log | 0.6667 | 46 | 0.8452 | 0.1878 | 0.8452 | 0.9193 |
| No log | 0.6957 | 48 | 0.8660 | 0.1716 | 0.8660 | 0.9306 |
| No log | 0.7246 | 50 | 0.9563 | 0.0401 | 0.9563 | 0.9779 |
| No log | 0.7536 | 52 | 0.9327 | 0.0851 | 0.9327 | 0.9658 |
| No log | 0.7826 | 54 | 0.8801 | 0.1898 | 0.8801 | 0.9381 |
| No log | 0.8116 | 56 | 0.8076 | 0.2862 | 0.8076 | 0.8987 |
| No log | 0.8406 | 58 | 0.7729 | 0.2916 | 0.7729 | 0.8791 |
| No log | 0.8696 | 60 | 0.7717 | 0.3025 | 0.7717 | 0.8785 |
| No log | 0.8986 | 62 | 0.8727 | 0.1898 | 0.8727 | 0.9342 |
| No log | 0.9275 | 64 | 0.8200 | 0.2551 | 0.8200 | 0.9055 |
| No log | 0.9565 | 66 | 0.7584 | 0.2690 | 0.7584 | 0.8709 |
| No log | 0.9855 | 68 | 0.8916 | 0.1568 | 0.8916 | 0.9443 |
| No log | 1.0145 | 70 | 1.1315 | 0.1919 | 1.1315 | 1.0637 |
| No log | 1.0435 | 72 | 1.1715 | 0.2064 | 1.1715 | 1.0824 |
| No log | 1.0725 | 74 | 0.9765 | 0.1988 | 0.9765 | 0.9882 |
| No log | 1.1014 | 76 | 0.7724 | 0.1408 | 0.7724 | 0.8788 |
| No log | 1.1304 | 78 | 0.7778 | 0.2834 | 0.7778 | 0.8819 |
| No log | 1.1594 | 80 | 1.0548 | 0.0296 | 1.0548 | 1.0270 |
| No log | 1.1884 | 82 | 1.5160 | 0.1439 | 1.5160 | 1.2313 |
| No log | 1.2174 | 84 | 1.7781 | 0.1872 | 1.7781 | 1.3335 |
| No log | 1.2464 | 86 | 1.5600 | 0.1495 | 1.5600 | 1.2490 |
| No log | 1.2754 | 88 | 1.2210 | 0.0614 | 1.2210 | 1.1050 |
| No log | 1.3043 | 90 | 0.8493 | 0.2624 | 0.8493 | 0.9216 |
| No log | 1.3333 | 92 | 0.6823 | 0.3121 | 0.6823 | 0.8260 |
| No log | 1.3623 | 94 | 0.6876 | 0.2114 | 0.6876 | 0.8292 |
| No log | 1.3913 | 96 | 0.7469 | 0.2828 | 0.7469 | 0.8642 |
| No log | 1.4203 | 98 | 0.8684 | 0.3307 | 0.8684 | 0.9319 |
| No log | 1.4493 | 100 | 0.8885 | 0.3188 | 0.8885 | 0.9426 |
| No log | 1.4783 | 102 | 0.8145 | 0.3419 | 0.8145 | 0.9025 |
| No log | 1.5072 | 104 | 0.7435 | 0.4110 | 0.7435 | 0.8623 |
| No log | 1.5362 | 106 | 0.7107 | 0.4462 | 0.7107 | 0.8430 |
| No log | 1.5652 | 108 | 0.6923 | 0.4350 | 0.6923 | 0.8320 |
| No log | 1.5942 | 110 | 0.6792 | 0.4174 | 0.6792 | 0.8241 |
| No log | 1.6232 | 112 | 0.6712 | 0.4074 | 0.6712 | 0.8193 |
| No log | 1.6522 | 114 | 0.6985 | 0.4192 | 0.6985 | 0.8358 |
| No log | 1.6812 | 116 | 0.7159 | 0.3922 | 0.7159 | 0.8461 |
| No log | 1.7101 | 118 | 0.7282 | 0.3865 | 0.7282 | 0.8534 |
| No log | 1.7391 | 120 | 0.7205 | 0.3590 | 0.7205 | 0.8488 |
| No log | 1.7681 | 122 | 0.7034 | 0.3443 | 0.7034 | 0.8387 |
| No log | 1.7971 | 124 | 0.6939 | 0.4181 | 0.6939 | 0.8330 |
| No log | 1.8261 | 126 | 0.7101 | 0.4155 | 0.7101 | 0.8427 |
| No log | 1.8551 | 128 | 0.7519 | 0.3186 | 0.7519 | 0.8671 |
| No log | 1.8841 | 130 | 0.8191 | 0.2586 | 0.8191 | 0.9050 |
| No log | 1.9130 | 132 | 0.7256 | 0.3637 | 0.7256 | 0.8518 |
| No log | 1.9420 | 134 | 0.6884 | 0.4020 | 0.6884 | 0.8297 |
| No log | 1.9710 | 136 | 0.6825 | 0.4072 | 0.6825 | 0.8261 |
| No log | 2.0 | 138 | 0.7070 | 0.4138 | 0.7070 | 0.8408 |
| No log | 2.0290 | 140 | 0.6807 | 0.4389 | 0.6807 | 0.8251 |
| No log | 2.0580 | 142 | 0.6671 | 0.3958 | 0.6671 | 0.8168 |
| No log | 2.0870 | 144 | 0.7849 | 0.3715 | 0.7849 | 0.8860 |
| No log | 2.1159 | 146 | 0.7525 | 0.3796 | 0.7525 | 0.8675 |
| No log | 2.1449 | 148 | 0.6342 | 0.4607 | 0.6342 | 0.7964 |
| No log | 2.1739 | 150 | 0.7398 | 0.4357 | 0.7398 | 0.8601 |
| No log | 2.2029 | 152 | 0.7879 | 0.4450 | 0.7879 | 0.8877 |
| No log | 2.2319 | 154 | 0.7249 | 0.4478 | 0.7249 | 0.8514 |
| No log | 2.2609 | 156 | 0.6904 | 0.4409 | 0.6904 | 0.8309 |
| No log | 2.2899 | 158 | 0.7311 | 0.4790 | 0.7311 | 0.8550 |
| No log | 2.3188 | 160 | 0.7217 | 0.4596 | 0.7217 | 0.8496 |
| No log | 2.3478 | 162 | 0.7634 | 0.4233 | 0.7634 | 0.8737 |
| No log | 2.3768 | 164 | 0.9333 | 0.4057 | 0.9333 | 0.9661 |
| No log | 2.4058 | 166 | 0.8518 | 0.4100 | 0.8518 | 0.9230 |
| No log | 2.4348 | 168 | 0.6835 | 0.4562 | 0.6835 | 0.8267 |
| No log | 2.4638 | 170 | 0.8059 | 0.4021 | 0.8059 | 0.8977 |
| No log | 2.4928 | 172 | 0.8174 | 0.4003 | 0.8174 | 0.9041 |
| No log | 2.5217 | 174 | 0.6609 | 0.3868 | 0.6609 | 0.8130 |
| No log | 2.5507 | 176 | 0.6272 | 0.4730 | 0.6272 | 0.7920 |
| No log | 2.5797 | 178 | 0.6195 | 0.5005 | 0.6195 | 0.7871 |
| No log | 2.6087 | 180 | 0.7028 | 0.3978 | 0.7028 | 0.8383 |
| No log | 2.6377 | 182 | 0.9908 | 0.4140 | 0.9908 | 0.9954 |
| No log | 2.6667 | 184 | 1.0567 | 0.3876 | 1.0567 | 1.0279 |
| No log | 2.6957 | 186 | 0.8498 | 0.4219 | 0.8498 | 0.9219 |
| No log | 2.7246 | 188 | 0.6758 | 0.4035 | 0.6758 | 0.8220 |
| No log | 2.7536 | 190 | 0.6326 | 0.5012 | 0.6326 | 0.7953 |
| No log | 2.7826 | 192 | 0.6379 | 0.4594 | 0.6379 | 0.7987 |
| No log | 2.8116 | 194 | 0.6656 | 0.4625 | 0.6656 | 0.8158 |
| No log | 2.8406 | 196 | 0.6383 | 0.4789 | 0.6383 | 0.7989 |
| No log | 2.8696 | 198 | 0.6398 | 0.4926 | 0.6398 | 0.7999 |
| No log | 2.8986 | 200 | 0.6765 | 0.4416 | 0.6765 | 0.8225 |
| No log | 2.9275 | 202 | 0.6527 | 0.4537 | 0.6527 | 0.8079 |
| No log | 2.9565 | 204 | 0.6393 | 0.4998 | 0.6393 | 0.7996 |
| No log | 2.9855 | 206 | 0.6882 | 0.4028 | 0.6882 | 0.8296 |
| No log | 3.0145 | 208 | 0.6853 | 0.4323 | 0.6853 | 0.8278 |
| No log | 3.0435 | 210 | 0.6617 | 0.4418 | 0.6617 | 0.8135 |
| No log | 3.0725 | 212 | 0.6135 | 0.4857 | 0.6135 | 0.7833 |
| No log | 3.1014 | 214 | 0.6021 | 0.4956 | 0.6021 | 0.7760 |
| No log | 3.1304 | 216 | 0.6119 | 0.5042 | 0.6119 | 0.7822 |
| No log | 3.1594 | 218 | 0.6222 | 0.4662 | 0.6222 | 0.7888 |
| No log | 3.1884 | 220 | 0.6293 | 0.4507 | 0.6293 | 0.7933 |
| No log | 3.2174 | 222 | 0.6410 | 0.4639 | 0.6410 | 0.8006 |
| No log | 3.2464 | 224 | 0.6366 | 0.4553 | 0.6366 | 0.7979 |
| No log | 3.2754 | 226 | 0.6347 | 0.5134 | 0.6347 | 0.7967 |
| No log | 3.3043 | 228 | 0.6511 | 0.4544 | 0.6511 | 0.8069 |
| No log | 3.3333 | 230 | 0.7082 | 0.4282 | 0.7082 | 0.8415 |
| No log | 3.3623 | 232 | 0.6828 | 0.4267 | 0.6828 | 0.8263 |
| No log | 3.3913 | 234 | 0.6468 | 0.5312 | 0.6468 | 0.8042 |
| No log | 3.4203 | 236 | 0.7436 | 0.4182 | 0.7436 | 0.8623 |
| No log | 3.4493 | 238 | 0.7480 | 0.4157 | 0.7480 | 0.8649 |
| No log | 3.4783 | 240 | 0.6797 | 0.4295 | 0.6797 | 0.8244 |
| No log | 3.5072 | 242 | 0.6239 | 0.3961 | 0.6239 | 0.7898 |
| No log | 3.5362 | 244 | 0.6407 | 0.4544 | 0.6407 | 0.8004 |
| No log | 3.5652 | 246 | 0.6808 | 0.4456 | 0.6808 | 0.8251 |
| No log | 3.5942 | 248 | 0.6213 | 0.4721 | 0.6213 | 0.7882 |
| No log | 3.6232 | 250 | 0.5950 | 0.4064 | 0.5950 | 0.7714 |
| No log | 3.6522 | 252 | 0.6190 | 0.4474 | 0.6190 | 0.7868 |
| No log | 3.6812 | 254 | 0.5913 | 0.4473 | 0.5913 | 0.7690 |
| No log | 3.7101 | 256 | 0.5953 | 0.4783 | 0.5953 | 0.7715 |
| No log | 3.7391 | 258 | 0.5919 | 0.4783 | 0.5919 | 0.7693 |
| No log | 3.7681 | 260 | 0.5911 | 0.4473 | 0.5911 | 0.7688 |
| No log | 3.7971 | 262 | 0.5936 | 0.4760 | 0.5936 | 0.7704 |
| No log | 3.8261 | 264 | 0.6009 | 0.4686 | 0.6009 | 0.7752 |
| No log | 3.8551 | 266 | 0.6517 | 0.4741 | 0.6517 | 0.8073 |
| No log | 3.8841 | 268 | 0.6544 | 0.4826 | 0.6544 | 0.8090 |
| No log | 3.9130 | 270 | 0.6371 | 0.4645 | 0.6371 | 0.7982 |
| No log | 3.9420 | 272 | 0.6428 | 0.4225 | 0.6428 | 0.8018 |
| No log | 3.9710 | 274 | 0.6486 | 0.4018 | 0.6486 | 0.8054 |
| No log | 4.0 | 276 | 0.6450 | 0.3691 | 0.6450 | 0.8031 |
| No log | 4.0290 | 278 | 0.6516 | 0.3405 | 0.6516 | 0.8072 |
| No log | 4.0580 | 280 | 0.6310 | 0.3631 | 0.6310 | 0.7943 |
| No log | 4.0870 | 282 | 0.6242 | 0.4042 | 0.6242 | 0.7900 |
| No log | 4.1159 | 284 | 0.6184 | 0.4790 | 0.6184 | 0.7864 |
| No log | 4.1449 | 286 | 0.6100 | 0.4737 | 0.6100 | 0.7810 |
| No log | 4.1739 | 288 | 0.5999 | 0.4737 | 0.5999 | 0.7746 |
| No log | 4.2029 | 290 | 0.6003 | 0.4767 | 0.6003 | 0.7748 |
| No log | 4.2319 | 292 | 0.6064 | 0.4600 | 0.6064 | 0.7787 |
| No log | 4.2609 | 294 | 0.6140 | 0.5088 | 0.6140 | 0.7836 |
| No log | 4.2899 | 296 | 0.6313 | 0.4420 | 0.6313 | 0.7946 |
| No log | 4.3188 | 298 | 0.6842 | 0.4428 | 0.6842 | 0.8272 |
| No log | 4.3478 | 300 | 0.6569 | 0.3965 | 0.6569 | 0.8105 |
| No log | 4.3768 | 302 | 0.6262 | 0.4909 | 0.6262 | 0.7913 |
| No log | 4.4058 | 304 | 0.6431 | 0.5327 | 0.6431 | 0.8020 |
| No log | 4.4348 | 306 | 0.6711 | 0.5438 | 0.6711 | 0.8192 |
| No log | 4.4638 | 308 | 0.6953 | 0.5327 | 0.6953 | 0.8339 |
| No log | 4.4928 | 310 | 0.7171 | 0.5394 | 0.7171 | 0.8468 |
| No log | 4.5217 | 312 | 0.6977 | 0.5267 | 0.6977 | 0.8353 |
| No log | 4.5507 | 314 | 0.7458 | 0.4976 | 0.7458 | 0.8636 |
| No log | 4.5797 | 316 | 0.7675 | 0.4698 | 0.7675 | 0.8760 |
| No log | 4.6087 | 318 | 0.6975 | 0.5143 | 0.6975 | 0.8352 |
| No log | 4.6377 | 320 | 0.6243 | 0.5526 | 0.6243 | 0.7901 |
| No log | 4.6667 | 322 | 0.6406 | 0.53 | 0.6406 | 0.8004 |
| No log | 4.6957 | 324 | 0.6753 | 0.5046 | 0.6753 | 0.8218 |
| No log | 4.7246 | 326 | 0.6372 | 0.5026 | 0.6372 | 0.7982 |
| No log | 4.7536 | 328 | 0.6637 | 0.4960 | 0.6637 | 0.8147 |
| No log | 4.7826 | 330 | 0.6529 | 0.5075 | 0.6529 | 0.8080 |
| No log | 4.8116 | 332 | 0.6002 | 0.5384 | 0.6002 | 0.7747 |
| No log | 4.8406 | 334 | 0.5975 | 0.5321 | 0.5975 | 0.7730 |
| No log | 4.8696 | 336 | 0.6436 | 0.5054 | 0.6436 | 0.8022 |
| No log | 4.8986 | 338 | 0.6695 | 0.4706 | 0.6695 | 0.8182 |
| No log | 4.9275 | 340 | 0.6415 | 0.4702 | 0.6415 | 0.8009 |
| No log | 4.9565 | 342 | 0.6335 | 0.4102 | 0.6335 | 0.7959 |
| No log | 4.9855 | 344 | 0.6519 | 0.4175 | 0.6519 | 0.8074 |
| No log | 5.0145 | 346 | 0.6423 | 0.4177 | 0.6423 | 0.8014 |
| No log | 5.0435 | 348 | 0.6793 | 0.4438 | 0.6793 | 0.8242 |
| No log | 5.0725 | 350 | 0.7265 | 0.4242 | 0.7265 | 0.8524 |
| No log | 5.1014 | 352 | 0.6739 | 0.4137 | 0.6739 | 0.8209 |
| No log | 5.1304 | 354 | 0.6432 | 0.4146 | 0.6432 | 0.8020 |
| No log | 5.1594 | 356 | 0.6359 | 0.4514 | 0.6359 | 0.7974 |
| No log | 5.1884 | 358 | 0.6351 | 0.4546 | 0.6351 | 0.7969 |
| No log | 5.2174 | 360 | 0.6335 | 0.4447 | 0.6335 | 0.7959 |
| No log | 5.2464 | 362 | 0.6318 | 0.4642 | 0.6318 | 0.7949 |
| No log | 5.2754 | 364 | 0.6457 | 0.4151 | 0.6457 | 0.8036 |
| No log | 5.3043 | 366 | 0.6362 | 0.4529 | 0.6362 | 0.7976 |
| No log | 5.3333 | 368 | 0.6345 | 0.4621 | 0.6345 | 0.7966 |
| No log | 5.3623 | 370 | 0.6358 | 0.4539 | 0.6358 | 0.7974 |
| No log | 5.3913 | 372 | 0.6246 | 0.4442 | 0.6246 | 0.7903 |
| No log | 5.4203 | 374 | 0.6109 | 0.4539 | 0.6109 | 0.7816 |
| No log | 5.4493 | 376 | 0.6238 | 0.4337 | 0.6238 | 0.7898 |
| No log | 5.4783 | 378 | 0.5954 | 0.4556 | 0.5954 | 0.7716 |
| No log | 5.5072 | 380 | 0.6131 | 0.4698 | 0.6131 | 0.7830 |
| No log | 5.5362 | 382 | 0.6281 | 0.48 | 0.6281 | 0.7925 |
| No log | 5.5652 | 384 | 0.6075 | 0.4426 | 0.6075 | 0.7794 |
| No log | 5.5942 | 386 | 0.6192 | 0.4391 | 0.6192 | 0.7869 |
| No log | 5.6232 | 388 | 0.6466 | 0.4080 | 0.6466 | 0.8041 |
| No log | 5.6522 | 390 | 0.6418 | 0.4080 | 0.6418 | 0.8011 |
| No log | 5.6812 | 392 | 0.6191 | 0.4391 | 0.6191 | 0.7868 |
| No log | 5.7101 | 394 | 0.6164 | 0.4359 | 0.6164 | 0.7851 |
| No log | 5.7391 | 396 | 0.6217 | 0.4506 | 0.6217 | 0.7885 |
| No log | 5.7681 | 398 | 0.6621 | 0.4656 | 0.6621 | 0.8137 |
| No log | 5.7971 | 400 | 0.6880 | 0.4928 | 0.6880 | 0.8295 |
| No log | 5.8261 | 402 | 0.6443 | 0.4913 | 0.6443 | 0.8027 |
| No log | 5.8551 | 404 | 0.6514 | 0.4503 | 0.6514 | 0.8071 |
| No log | 5.8841 | 406 | 0.7056 | 0.4502 | 0.7056 | 0.8400 |
| No log | 5.9130 | 408 | 0.6544 | 0.4404 | 0.6544 | 0.8089 |
| No log | 5.9420 | 410 | 0.6025 | 0.5226 | 0.6025 | 0.7762 |
| No log | 5.9710 | 412 | 0.6304 | 0.4293 | 0.6304 | 0.7940 |
| No log | 6.0 | 414 | 0.6315 | 0.3944 | 0.6315 | 0.7947 |
| No log | 6.0290 | 416 | 0.6094 | 0.3810 | 0.6094 | 0.7806 |
| No log | 6.0580 | 418 | 0.5910 | 0.4073 | 0.5910 | 0.7688 |
| No log | 6.0870 | 420 | 0.5911 | 0.4602 | 0.5911 | 0.7689 |
| No log | 6.1159 | 422 | 0.6048 | 0.4598 | 0.6048 | 0.7777 |
| No log | 6.1449 | 424 | 0.6090 | 0.4349 | 0.6090 | 0.7804 |
| No log | 6.1739 | 426 | 0.6079 | 0.4880 | 0.6079 | 0.7797 |
| No log | 6.2029 | 428 | 0.6324 | 0.3828 | 0.6324 | 0.7952 |
| No log | 6.2319 | 430 | 0.6173 | 0.4625 | 0.6173 | 0.7857 |
| No log | 6.2609 | 432 | 0.6096 | 0.4690 | 0.6096 | 0.7808 |
| No log | 6.2899 | 434 | 0.6282 | 0.4840 | 0.6282 | 0.7926 |
| No log | 6.3188 | 436 | 0.6200 | 0.4857 | 0.6200 | 0.7874 |
| No log | 6.3478 | 438 | 0.5969 | 0.5440 | 0.5969 | 0.7726 |
| No log | 6.3768 | 440 | 0.5939 | 0.5235 | 0.5939 | 0.7707 |
| No log | 6.4058 | 442 | 0.5868 | 0.5259 | 0.5868 | 0.7660 |
| No log | 6.4348 | 444 | 0.6142 | 0.4887 | 0.6142 | 0.7837 |
| No log | 6.4638 | 446 | 0.6875 | 0.5090 | 0.6875 | 0.8292 |
| No log | 6.4928 | 448 | 0.6772 | 0.5103 | 0.6772 | 0.8229 |
| No log | 6.5217 | 450 | 0.6096 | 0.4581 | 0.6096 | 0.7808 |
| No log | 6.5507 | 452 | 0.6099 | 0.4943 | 0.6099 | 0.7809 |
| No log | 6.5797 | 454 | 0.6376 | 0.4672 | 0.6376 | 0.7985 |
| No log | 6.6087 | 456 | 0.6285 | 0.4211 | 0.6285 | 0.7928 |
| No log | 6.6377 | 458 | 0.6281 | 0.4180 | 0.6281 | 0.7925 |
| No log | 6.6667 | 460 | 0.6737 | 0.4592 | 0.6737 | 0.8208 |
| No log | 6.6957 | 462 | 0.6729 | 0.4530 | 0.6729 | 0.8203 |
| No log | 6.7246 | 464 | 0.6427 | 0.4474 | 0.6427 | 0.8017 |
| No log | 6.7536 | 466 | 0.6411 | 0.4522 | 0.6411 | 0.8007 |
| No log | 6.7826 | 468 | 0.6407 | 0.4642 | 0.6407 | 0.8004 |
| No log | 6.8116 | 470 | 0.6486 | 0.4442 | 0.6486 | 0.8054 |
| No log | 6.8406 | 472 | 0.6836 | 0.4247 | 0.6836 | 0.8268 |
| No log | 6.8696 | 474 | 0.7167 | 0.4086 | 0.7167 | 0.8466 |
| No log | 6.8986 | 476 | 0.6865 | 0.4605 | 0.6865 | 0.8286 |
| No log | 6.9275 | 478 | 0.6448 | 0.4781 | 0.6448 | 0.8030 |
| No log | 6.9565 | 480 | 0.7210 | 0.4253 | 0.7210 | 0.8491 |
| No log | 6.9855 | 482 | 0.7582 | 0.4341 | 0.7582 | 0.8707 |
| No log | 7.0145 | 484 | 0.7221 | 0.4313 | 0.7221 | 0.8498 |
| No log | 7.0435 | 486 | 0.6341 | 0.4882 | 0.6341 | 0.7963 |
| No log | 7.0725 | 488 | 0.6303 | 0.5107 | 0.6303 | 0.7939 |
| No log | 7.1014 | 490 | 0.6812 | 0.4901 | 0.6812 | 0.8253 |
| No log | 7.1304 | 492 | 0.6738 | 0.4901 | 0.6738 | 0.8209 |
| No log | 7.1594 | 494 | 0.6222 | 0.4787 | 0.6222 | 0.7888 |
| No log | 7.1884 | 496 | 0.5921 | 0.4302 | 0.5921 | 0.7695 |
| No log | 7.2174 | 498 | 0.6374 | 0.4128 | 0.6374 | 0.7984 |
| 0.4508 | 7.2464 | 500 | 0.6729 | 0.4539 | 0.6729 | 0.8203 |
| 0.4508 | 7.2754 | 502 | 0.6392 | 0.4445 | 0.6392 | 0.7995 |
| 0.4508 | 7.3043 | 504 | 0.5931 | 0.4858 | 0.5931 | 0.7701 |
| 0.4508 | 7.3333 | 506 | 0.6235 | 0.5127 | 0.6235 | 0.7896 |
| 0.4508 | 7.3623 | 508 | 0.6471 | 0.5376 | 0.6471 | 0.8044 |
| 0.4508 | 7.3913 | 510 | 0.6087 | 0.5569 | 0.6087 | 0.7802 |
| 0.4508 | 7.4203 | 512 | 0.6086 | 0.4945 | 0.6086 | 0.7801 |
| 0.4508 | 7.4493 | 514 | 0.6325 | 0.4790 | 0.6325 | 0.7953 |
| 0.4508 | 7.4783 | 516 | 0.6147 | 0.4822 | 0.6147 | 0.7840 |
| 0.4508 | 7.5072 | 518 | 0.5999 | 0.4848 | 0.5999 | 0.7745 |
| 0.4508 | 7.5362 | 520 | 0.6002 | 0.4676 | 0.6002 | 0.7747 |
| 0.4508 | 7.5652 | 522 | 0.5913 | 0.4386 | 0.5913 | 0.7690 |
| 0.4508 | 7.5942 | 524 | 0.6062 | 0.5033 | 0.6062 | 0.7786 |
| 0.4508 | 7.6232 | 526 | 0.6408 | 0.4908 | 0.6408 | 0.8005 |
| 0.4508 | 7.6522 | 528 | 0.6148 | 0.4840 | 0.6148 | 0.7841 |
| 0.4508 | 7.6812 | 530 | 0.5904 | 0.4514 | 0.5904 | 0.7684 |
| 0.4508 | 7.7101 | 532 | 0.5991 | 0.4149 | 0.5991 | 0.7740 |
| 0.4508 | 7.7391 | 534 | 0.6095 | 0.5185 | 0.6095 | 0.7807 |
| 0.4508 | 7.7681 | 536 | 0.6108 | 0.5185 | 0.6108 | 0.7816 |
| 0.4508 | 7.7971 | 538 | 0.6069 | 0.5040 | 0.6069 | 0.7791 |
| 0.4508 | 7.8261 | 540 | 0.6030 | 0.4262 | 0.6030 | 0.7765 |
| 0.4508 | 7.8551 | 542 | 0.6177 | 0.4049 | 0.6177 | 0.7860 |
| 0.4508 | 7.8841 | 544 | 0.6140 | 0.4007 | 0.6140 | 0.7836 |
| 0.4508 | 7.9130 | 546 | 0.6586 | 0.4584 | 0.6586 | 0.8115 |
| 0.4508 | 7.9420 | 548 | 0.7119 | 0.4699 | 0.7119 | 0.8438 |
| 0.4508 | 7.9710 | 550 | 0.6821 | 0.5046 | 0.6821 | 0.8259 |
| 0.4508 | 8.0 | 552 | 0.6194 | 0.4498 | 0.6194 | 0.7870 |
| 0.4508 | 8.0290 | 554 | 0.6313 | 0.4257 | 0.6313 | 0.7946 |
| 0.4508 | 8.0580 | 556 | 0.6396 | 0.4607 | 0.6396 | 0.7997 |
| 0.4508 | 8.0870 | 558 | 0.6137 | 0.5050 | 0.6137 | 0.7834 |
| 0.4508 | 8.1159 | 560 | 0.6378 | 0.5037 | 0.6378 | 0.7986 |
| 0.4508 | 8.1449 | 562 | 0.7104 | 0.5038 | 0.7104 | 0.8429 |
| 0.4508 | 8.1739 | 564 | 0.6821 | 0.5051 | 0.6821 | 0.8259 |
| 0.4508 | 8.2029 | 566 | 0.6136 | 0.4940 | 0.6136 | 0.7833 |
| 0.4508 | 8.2319 | 568 | 0.5743 | 0.4761 | 0.5743 | 0.7579 |
| 0.4508 | 8.2609 | 570 | 0.5650 | 0.4887 | 0.5650 | 0.7517 |
| 0.4508 | 8.2899 | 572 | 0.5602 | 0.5109 | 0.5602 | 0.7485 |
| 0.4508 | 8.3188 | 574 | 0.5718 | 0.4698 | 0.5718 | 0.7562 |
| 0.4508 | 8.3478 | 576 | 0.5888 | 0.4862 | 0.5888 | 0.7673 |
| 0.4508 | 8.3768 | 578 | 0.5759 | 0.4422 | 0.5759 | 0.7589 |
| 0.4508 | 8.4058 | 580 | 0.5673 | 0.4878 | 0.5673 | 0.7532 |
| 0.4508 | 8.4348 | 582 | 0.5738 | 0.4381 | 0.5738 | 0.7575 |
| 0.4508 | 8.4638 | 584 | 0.5916 | 0.4684 | 0.5916 | 0.7691 |
| 0.4508 | 8.4928 | 586 | 0.5794 | 0.4666 | 0.5794 | 0.7612 |
| 0.4508 | 8.5217 | 588 | 0.5801 | 0.4284 | 0.5801 | 0.7616 |
| 0.4508 | 8.5507 | 590 | 0.6492 | 0.4755 | 0.6492 | 0.8057 |
| 0.4508 | 8.5797 | 592 | 0.7257 | 0.5026 | 0.7257 | 0.8519 |
| 0.4508 | 8.6087 | 594 | 0.7043 | 0.5206 | 0.7043 | 0.8392 |
| 0.4508 | 8.6377 | 596 | 0.6325 | 0.4455 | 0.6325 | 0.7953 |
| 0.4508 | 8.6667 | 598 | 0.6177 | 0.4657 | 0.6177 | 0.7859 |
| 0.4508 | 8.6957 | 600 | 0.6554 | 0.4710 | 0.6554 | 0.8096 |
| 0.4508 | 8.7246 | 602 | 0.6487 | 0.4535 | 0.6487 | 0.8054 |
| 0.4508 | 8.7536 | 604 | 0.6140 | 0.4598 | 0.6140 | 0.7836 |
| 0.4508 | 8.7826 | 606 | 0.6044 | 0.4579 | 0.6044 | 0.7775 |
| 0.4508 | 8.8116 | 608 | 0.6049 | 0.4728 | 0.6049 | 0.7777 |
| 0.4508 | 8.8406 | 610 | 0.5918 | 0.4721 | 0.5918 | 0.7693 |
| 0.4508 | 8.8696 | 612 | 0.5777 | 0.4672 | 0.5777 | 0.7601 |
| 0.4508 | 8.8986 | 614 | 0.5743 | 0.4704 | 0.5743 | 0.7578 |
| 0.4508 | 8.9275 | 616 | 0.5717 | 0.4615 | 0.5717 | 0.7561 |
| 0.4508 | 8.9565 | 618 | 0.5700 | 0.4790 | 0.5700 | 0.7550 |
| 0.4508 | 8.9855 | 620 | 0.5844 | 0.4856 | 0.5844 | 0.7645 |
| 0.4508 | 9.0145 | 622 | 0.5911 | 0.5091 | 0.5911 | 0.7688 |
| 0.4508 | 9.0435 | 624 | 0.5989 | 0.5391 | 0.5989 | 0.7739 |
| 0.4508 | 9.0725 | 626 | 0.6055 | 0.5238 | 0.6055 | 0.7781 |
| 0.4508 | 9.1014 | 628 | 0.6037 | 0.5061 | 0.6037 | 0.7770 |
| 0.4508 | 9.1304 | 630 | 0.5968 | 0.4814 | 0.5968 | 0.7726 |
| 0.4508 | 9.1594 | 632 | 0.5937 | 0.4825 | 0.5937 | 0.7705 |
| 0.4508 | 9.1884 | 634 | 0.5925 | 0.5111 | 0.5925 | 0.7697 |
| 0.4508 | 9.2174 | 636 | 0.5969 | 0.5119 | 0.5969 | 0.7726 |
| 0.4508 | 9.2464 | 638 | 0.6378 | 0.4907 | 0.6378 | 0.7986 |
| 0.4508 | 9.2754 | 640 | 0.6413 | 0.4949 | 0.6413 | 0.8008 |
| 0.4508 | 9.3043 | 642 | 0.6073 | 0.5517 | 0.6073 | 0.7793 |
| 0.4508 | 9.3333 | 644 | 0.6065 | 0.5366 | 0.6065 | 0.7788 |
| 0.4508 | 9.3623 | 646 | 0.6436 | 0.4789 | 0.6436 | 0.8022 |
| 0.4508 | 9.3913 | 648 | 0.6326 | 0.5033 | 0.6326 | 0.7953 |
| 0.4508 | 9.4203 | 650 | 0.6020 | 0.5331 | 0.6020 | 0.7759 |
| 0.4508 | 9.4493 | 652 | 0.5877 | 0.5103 | 0.5877 | 0.7666 |
| 0.4508 | 9.4783 | 654 | 0.5863 | 0.5005 | 0.5863 | 0.7657 |
| 0.4508 | 9.5072 | 656 | 0.5990 | 0.4377 | 0.5990 | 0.7740 |
| 0.4508 | 9.5362 | 658 | 0.6309 | 0.4722 | 0.6309 | 0.7943 |
| 0.4508 | 9.5652 | 660 | 0.6171 | 0.4504 | 0.6171 | 0.7856 |
| 0.4508 | 9.5942 | 662 | 0.6177 | 0.4565 | 0.6177 | 0.7860 |
| 0.4508 | 9.6232 | 664 | 0.6115 | 0.4630 | 0.6115 | 0.7820 |
| 0.4508 | 9.6522 | 666 | 0.6143 | 0.4711 | 0.6143 | 0.7838 |
| 0.4508 | 9.6812 | 668 | 0.6398 | 0.5220 | 0.6398 | 0.7998 |
| 0.4508 | 9.7101 | 670 | 0.6493 | 0.5119 | 0.6493 | 0.8058 |
| 0.4508 | 9.7391 | 672 | 0.6203 | 0.5108 | 0.6203 | 0.7876 |
| 0.4508 | 9.7681 | 674 | 0.6092 | 0.4436 | 0.6092 | 0.7805 |
| 0.4508 | 9.7971 | 676 | 0.6280 | 0.4355 | 0.6280 | 0.7924 |
| 0.4508 | 9.8261 | 678 | 0.6342 | 0.4355 | 0.6342 | 0.7964 |
| 0.4508 | 9.8551 | 680 | 0.6120 | 0.4075 | 0.6120 | 0.7823 |
| 0.4508 | 9.8841 | 682 | 0.6240 | 0.4051 | 0.6240 | 0.7900 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|