| | --- |
| | library_name: transformers |
| | base_model: aubmindlab/bert-base-arabertv02 |
| | tags: |
| | - generated_from_trainer |
| | model-index: |
| | - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask8_style |
| | 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. --> |
| |
|
| | # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask8_style |
| | |
| | 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: 0.5481 |
| | - Qwk: 0.6163 |
| | - Mse: 0.5481 |
| | - Rmse: 0.7404 |
| | |
| | ## 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 | 0.0196 | 2 | 4.5012 | 0.0097 | 4.5012 | 2.1216 | |
| | | No log | 0.0392 | 4 | 3.5589 | 0.0382 | 3.5589 | 1.8865 | |
| | | No log | 0.0588 | 6 | 1.9737 | 0.1331 | 1.9737 | 1.4049 | |
| | | No log | 0.0784 | 8 | 0.9322 | 0.2035 | 0.9322 | 0.9655 | |
| | | No log | 0.0980 | 10 | 0.8332 | 0.1912 | 0.8332 | 0.9128 | |
| | | No log | 0.1176 | 12 | 0.9038 | 0.0744 | 0.9038 | 0.9507 | |
| | | No log | 0.1373 | 14 | 0.8321 | 0.1429 | 0.8321 | 0.9122 | |
| | | No log | 0.1569 | 16 | 0.7784 | 0.3863 | 0.7784 | 0.8823 | |
| | | No log | 0.1765 | 18 | 0.7100 | 0.3684 | 0.7100 | 0.8426 | |
| | | No log | 0.1961 | 20 | 0.7243 | 0.3222 | 0.7243 | 0.8511 | |
| | | No log | 0.2157 | 22 | 0.7571 | 0.2788 | 0.7571 | 0.8701 | |
| | | No log | 0.2353 | 24 | 0.8078 | 0.2411 | 0.8078 | 0.8988 | |
| | | No log | 0.2549 | 26 | 0.7100 | 0.2813 | 0.7100 | 0.8426 | |
| | | No log | 0.2745 | 28 | 0.6065 | 0.3935 | 0.6065 | 0.7788 | |
| | | No log | 0.2941 | 30 | 0.5933 | 0.4553 | 0.5933 | 0.7702 | |
| | | No log | 0.3137 | 32 | 0.6127 | 0.4947 | 0.6127 | 0.7827 | |
| | | No log | 0.3333 | 34 | 0.6987 | 0.5092 | 0.6987 | 0.8359 | |
| | | No log | 0.3529 | 36 | 0.7228 | 0.5372 | 0.7228 | 0.8502 | |
| | | No log | 0.3725 | 38 | 0.6945 | 0.5412 | 0.6945 | 0.8334 | |
| | | No log | 0.3922 | 40 | 0.6205 | 0.5585 | 0.6205 | 0.7877 | |
| | | No log | 0.4118 | 42 | 0.5929 | 0.5466 | 0.5929 | 0.7700 | |
| | | No log | 0.4314 | 44 | 0.5801 | 0.5163 | 0.5801 | 0.7616 | |
| | | No log | 0.4510 | 46 | 0.5336 | 0.5283 | 0.5336 | 0.7305 | |
| | | No log | 0.4706 | 48 | 0.5219 | 0.5327 | 0.5219 | 0.7224 | |
| | | No log | 0.4902 | 50 | 0.5319 | 0.5140 | 0.5319 | 0.7293 | |
| | | No log | 0.5098 | 52 | 0.5986 | 0.4348 | 0.5986 | 0.7737 | |
| | | No log | 0.5294 | 54 | 0.7148 | 0.3649 | 0.7148 | 0.8454 | |
| | | No log | 0.5490 | 56 | 0.7513 | 0.3305 | 0.7513 | 0.8668 | |
| | | No log | 0.5686 | 58 | 0.7103 | 0.3212 | 0.7103 | 0.8428 | |
| | | No log | 0.5882 | 60 | 0.7013 | 0.3370 | 0.7013 | 0.8374 | |
| | | No log | 0.6078 | 62 | 0.6029 | 0.4719 | 0.6029 | 0.7764 | |
| | | No log | 0.6275 | 64 | 0.5921 | 0.5229 | 0.5921 | 0.7695 | |
| | | No log | 0.6471 | 66 | 0.7300 | 0.5555 | 0.7300 | 0.8544 | |
| | | No log | 0.6667 | 68 | 0.8322 | 0.5105 | 0.8322 | 0.9123 | |
| | | No log | 0.6863 | 70 | 0.5997 | 0.5934 | 0.5997 | 0.7744 | |
| | | No log | 0.7059 | 72 | 0.4693 | 0.6234 | 0.4693 | 0.6851 | |
| | | No log | 0.7255 | 74 | 0.5310 | 0.5911 | 0.5310 | 0.7287 | |
| | | No log | 0.7451 | 76 | 0.4699 | 0.6129 | 0.4699 | 0.6855 | |
| | | No log | 0.7647 | 78 | 0.7034 | 0.5381 | 0.7034 | 0.8387 | |
| | | No log | 0.7843 | 80 | 0.8957 | 0.5152 | 0.8957 | 0.9464 | |
| | | No log | 0.8039 | 82 | 0.7039 | 0.5338 | 0.7039 | 0.8390 | |
| | | No log | 0.8235 | 84 | 0.5157 | 0.5961 | 0.5157 | 0.7181 | |
| | | No log | 0.8431 | 86 | 0.4820 | 0.6323 | 0.4820 | 0.6943 | |
| | | No log | 0.8627 | 88 | 0.4681 | 0.6329 | 0.4681 | 0.6842 | |
| | | No log | 0.8824 | 90 | 0.5062 | 0.6297 | 0.5062 | 0.7114 | |
| | | No log | 0.9020 | 92 | 0.6096 | 0.5525 | 0.6096 | 0.7808 | |
| | | No log | 0.9216 | 94 | 0.5743 | 0.5719 | 0.5743 | 0.7578 | |
| | | No log | 0.9412 | 96 | 0.4714 | 0.6372 | 0.4714 | 0.6866 | |
| | | No log | 0.9608 | 98 | 0.4468 | 0.6548 | 0.4468 | 0.6684 | |
| | | No log | 0.9804 | 100 | 0.4550 | 0.6411 | 0.4550 | 0.6746 | |
| | | No log | 1.0 | 102 | 0.4540 | 0.6290 | 0.4540 | 0.6738 | |
| | | No log | 1.0196 | 104 | 0.4774 | 0.6338 | 0.4774 | 0.6909 | |
| | | No log | 1.0392 | 106 | 0.5666 | 0.5885 | 0.5666 | 0.7527 | |
| | | No log | 1.0588 | 108 | 0.6683 | 0.5723 | 0.6683 | 0.8175 | |
| | | No log | 1.0784 | 110 | 0.5837 | 0.6378 | 0.5837 | 0.7640 | |
| | | No log | 1.0980 | 112 | 0.4836 | 0.6487 | 0.4836 | 0.6954 | |
| | | No log | 1.1176 | 114 | 0.4727 | 0.6474 | 0.4727 | 0.6875 | |
| | | No log | 1.1373 | 116 | 0.5726 | 0.6162 | 0.5726 | 0.7567 | |
| | | No log | 1.1569 | 118 | 0.5640 | 0.6191 | 0.5640 | 0.7510 | |
| | | No log | 1.1765 | 120 | 0.5662 | 0.6270 | 0.5662 | 0.7525 | |
| | | No log | 1.1961 | 122 | 0.5329 | 0.6525 | 0.5329 | 0.7300 | |
| | | No log | 1.2157 | 124 | 0.4365 | 0.7008 | 0.4365 | 0.6607 | |
| | | No log | 1.2353 | 126 | 0.4252 | 0.6873 | 0.4252 | 0.6520 | |
| | | No log | 1.2549 | 128 | 0.4296 | 0.6882 | 0.4296 | 0.6554 | |
| | | No log | 1.2745 | 130 | 0.5168 | 0.6598 | 0.5168 | 0.7189 | |
| | | No log | 1.2941 | 132 | 0.5355 | 0.6639 | 0.5355 | 0.7318 | |
| | | No log | 1.3137 | 134 | 0.6045 | 0.6181 | 0.6045 | 0.7775 | |
| | | No log | 1.3333 | 136 | 0.5470 | 0.6436 | 0.5470 | 0.7396 | |
| | | No log | 1.3529 | 138 | 0.4052 | 0.6873 | 0.4052 | 0.6365 | |
| | | No log | 1.3725 | 140 | 0.3945 | 0.7177 | 0.3945 | 0.6281 | |
| | | No log | 1.3922 | 142 | 0.3997 | 0.7284 | 0.3997 | 0.6322 | |
| | | No log | 1.4118 | 144 | 0.5193 | 0.6504 | 0.5193 | 0.7206 | |
| | | No log | 1.4314 | 146 | 0.7289 | 0.5757 | 0.7289 | 0.8537 | |
| | | No log | 1.4510 | 148 | 0.7045 | 0.5772 | 0.7045 | 0.8394 | |
| | | No log | 1.4706 | 150 | 0.4622 | 0.6680 | 0.4622 | 0.6798 | |
| | | No log | 1.4902 | 152 | 0.4117 | 0.7097 | 0.4117 | 0.6416 | |
| | | No log | 1.5098 | 154 | 0.4211 | 0.6848 | 0.4211 | 0.6489 | |
| | | No log | 1.5294 | 156 | 0.4492 | 0.6040 | 0.4492 | 0.6702 | |
| | | No log | 1.5490 | 158 | 0.6618 | 0.5621 | 0.6618 | 0.8135 | |
| | | No log | 1.5686 | 160 | 0.8027 | 0.4827 | 0.8027 | 0.8959 | |
| | | No log | 1.5882 | 162 | 0.8408 | 0.4095 | 0.8408 | 0.9170 | |
| | | No log | 1.6078 | 164 | 0.7924 | 0.4268 | 0.7924 | 0.8902 | |
| | | No log | 1.6275 | 166 | 0.6695 | 0.5054 | 0.6695 | 0.8182 | |
| | | No log | 1.6471 | 168 | 0.5852 | 0.5396 | 0.5852 | 0.7650 | |
| | | No log | 1.6667 | 170 | 0.6418 | 0.5461 | 0.6418 | 0.8011 | |
| | | No log | 1.6863 | 172 | 0.7538 | 0.4643 | 0.7538 | 0.8682 | |
| | | No log | 1.7059 | 174 | 0.7169 | 0.3996 | 0.7169 | 0.8467 | |
| | | No log | 1.7255 | 176 | 0.6124 | 0.4255 | 0.6124 | 0.7826 | |
| | | No log | 1.7451 | 178 | 0.5922 | 0.5146 | 0.5922 | 0.7696 | |
| | | No log | 1.7647 | 180 | 0.5797 | 0.5493 | 0.5797 | 0.7614 | |
| | | No log | 1.7843 | 182 | 0.5468 | 0.5765 | 0.5468 | 0.7394 | |
| | | No log | 1.8039 | 184 | 0.5458 | 0.5197 | 0.5458 | 0.7388 | |
| | | No log | 1.8235 | 186 | 0.5733 | 0.5939 | 0.5733 | 0.7572 | |
| | | No log | 1.8431 | 188 | 0.6078 | 0.6222 | 0.6078 | 0.7796 | |
| | | No log | 1.8627 | 190 | 0.6313 | 0.6255 | 0.6313 | 0.7946 | |
| | | No log | 1.8824 | 192 | 0.4942 | 0.6457 | 0.4942 | 0.7030 | |
| | | No log | 1.9020 | 194 | 0.4699 | 0.6878 | 0.4699 | 0.6855 | |
| | | No log | 1.9216 | 196 | 0.5484 | 0.6332 | 0.5484 | 0.7405 | |
| | | No log | 1.9412 | 198 | 0.7298 | 0.5847 | 0.7298 | 0.8543 | |
| | | No log | 1.9608 | 200 | 0.6525 | 0.6186 | 0.6525 | 0.8078 | |
| | | No log | 1.9804 | 202 | 0.5272 | 0.6561 | 0.5272 | 0.7261 | |
| | | No log | 2.0 | 204 | 0.4594 | 0.6834 | 0.4594 | 0.6778 | |
| | | No log | 2.0196 | 206 | 0.4300 | 0.7201 | 0.4300 | 0.6558 | |
| | | No log | 2.0392 | 208 | 0.4927 | 0.7024 | 0.4927 | 0.7020 | |
| | | No log | 2.0588 | 210 | 0.5898 | 0.6439 | 0.5898 | 0.7680 | |
| | | No log | 2.0784 | 212 | 0.5739 | 0.6544 | 0.5739 | 0.7576 | |
| | | No log | 2.0980 | 214 | 0.5909 | 0.6445 | 0.5909 | 0.7687 | |
| | | No log | 2.1176 | 216 | 0.5896 | 0.5616 | 0.5896 | 0.7678 | |
| | | No log | 2.1373 | 218 | 0.5324 | 0.5817 | 0.5324 | 0.7297 | |
| | | No log | 2.1569 | 220 | 0.4842 | 0.6386 | 0.4842 | 0.6959 | |
| | | No log | 2.1765 | 222 | 0.4917 | 0.6157 | 0.4917 | 0.7012 | |
| | | No log | 2.1961 | 224 | 0.6489 | 0.5785 | 0.6489 | 0.8055 | |
| | | No log | 2.2157 | 226 | 0.8584 | 0.5536 | 0.8584 | 0.9265 | |
| | | No log | 2.2353 | 228 | 0.8313 | 0.5576 | 0.8313 | 0.9117 | |
| | | No log | 2.2549 | 230 | 0.5957 | 0.5842 | 0.5957 | 0.7718 | |
| | | No log | 2.2745 | 232 | 0.4395 | 0.6952 | 0.4395 | 0.6630 | |
| | | No log | 2.2941 | 234 | 0.4156 | 0.7197 | 0.4156 | 0.6447 | |
| | | No log | 2.3137 | 236 | 0.5118 | 0.6446 | 0.5118 | 0.7154 | |
| | | No log | 2.3333 | 238 | 0.9220 | 0.5434 | 0.9220 | 0.9602 | |
| | | No log | 2.3529 | 240 | 1.0599 | 0.5115 | 1.0599 | 1.0295 | |
| | | No log | 2.3725 | 242 | 0.7943 | 0.5960 | 0.7943 | 0.8912 | |
| | | No log | 2.3922 | 244 | 0.4594 | 0.6694 | 0.4594 | 0.6778 | |
| | | No log | 2.4118 | 246 | 0.4625 | 0.6855 | 0.4625 | 0.6801 | |
| | | No log | 2.4314 | 248 | 0.4228 | 0.6918 | 0.4228 | 0.6502 | |
| | | No log | 2.4510 | 250 | 0.4770 | 0.6634 | 0.4770 | 0.6907 | |
| | | No log | 2.4706 | 252 | 0.5658 | 0.5897 | 0.5658 | 0.7522 | |
| | | No log | 2.4902 | 254 | 0.5687 | 0.5615 | 0.5687 | 0.7541 | |
| | | No log | 2.5098 | 256 | 0.6668 | 0.5400 | 0.6668 | 0.8166 | |
| | | No log | 2.5294 | 258 | 0.8650 | 0.4988 | 0.8650 | 0.9301 | |
| | | No log | 2.5490 | 260 | 1.0891 | 0.4581 | 1.0891 | 1.0436 | |
| | | No log | 2.5686 | 262 | 0.9992 | 0.4945 | 0.9992 | 0.9996 | |
| | | No log | 2.5882 | 264 | 0.6867 | 0.6087 | 0.6867 | 0.8287 | |
| | | No log | 2.6078 | 266 | 0.5045 | 0.7015 | 0.5045 | 0.7103 | |
| | | No log | 2.6275 | 268 | 0.5304 | 0.6921 | 0.5304 | 0.7283 | |
| | | No log | 2.6471 | 270 | 0.6508 | 0.6650 | 0.6508 | 0.8067 | |
| | | No log | 2.6667 | 272 | 0.6739 | 0.6419 | 0.6739 | 0.8209 | |
| | | No log | 2.6863 | 274 | 0.5553 | 0.6380 | 0.5553 | 0.7452 | |
| | | No log | 2.7059 | 276 | 0.5093 | 0.6870 | 0.5093 | 0.7136 | |
| | | No log | 2.7255 | 278 | 0.4990 | 0.6681 | 0.4990 | 0.7064 | |
| | | No log | 2.7451 | 280 | 0.4894 | 0.6509 | 0.4894 | 0.6996 | |
| | | No log | 2.7647 | 282 | 0.4733 | 0.6596 | 0.4733 | 0.6880 | |
| | | No log | 2.7843 | 284 | 0.4679 | 0.6653 | 0.4679 | 0.6840 | |
| | | No log | 2.8039 | 286 | 0.4337 | 0.7021 | 0.4337 | 0.6586 | |
| | | No log | 2.8235 | 288 | 0.4327 | 0.7090 | 0.4327 | 0.6578 | |
| | | No log | 2.8431 | 290 | 0.5612 | 0.6278 | 0.5612 | 0.7492 | |
| | | No log | 2.8627 | 292 | 0.8774 | 0.5359 | 0.8774 | 0.9367 | |
| | | No log | 2.8824 | 294 | 0.9346 | 0.4930 | 0.9346 | 0.9667 | |
| | | No log | 2.9020 | 296 | 0.7562 | 0.5786 | 0.7562 | 0.8696 | |
| | | No log | 2.9216 | 298 | 0.5329 | 0.6475 | 0.5329 | 0.7300 | |
| | | No log | 2.9412 | 300 | 0.4211 | 0.6961 | 0.4211 | 0.6490 | |
| | | No log | 2.9608 | 302 | 0.4121 | 0.6785 | 0.4121 | 0.6420 | |
| | | No log | 2.9804 | 304 | 0.4565 | 0.6325 | 0.4565 | 0.6757 | |
| | | No log | 3.0 | 306 | 0.5830 | 0.6238 | 0.5830 | 0.7636 | |
| | | No log | 3.0196 | 308 | 0.7815 | 0.5441 | 0.7815 | 0.8840 | |
| | | No log | 3.0392 | 310 | 0.8049 | 0.5240 | 0.8049 | 0.8972 | |
| | | No log | 3.0588 | 312 | 0.7507 | 0.5471 | 0.7507 | 0.8664 | |
| | | No log | 3.0784 | 314 | 0.6218 | 0.6158 | 0.6218 | 0.7885 | |
| | | No log | 3.0980 | 316 | 0.4504 | 0.6842 | 0.4504 | 0.6711 | |
| | | No log | 3.1176 | 318 | 0.4056 | 0.7036 | 0.4056 | 0.6369 | |
| | | No log | 3.1373 | 320 | 0.4101 | 0.7098 | 0.4101 | 0.6404 | |
| | | No log | 3.1569 | 322 | 0.4066 | 0.7228 | 0.4066 | 0.6376 | |
| | | No log | 3.1765 | 324 | 0.4543 | 0.7044 | 0.4543 | 0.6740 | |
| | | No log | 3.1961 | 326 | 0.7520 | 0.5775 | 0.7520 | 0.8672 | |
| | | No log | 3.2157 | 328 | 0.8543 | 0.5466 | 0.8543 | 0.9243 | |
| | | No log | 3.2353 | 330 | 0.6143 | 0.6129 | 0.6143 | 0.7838 | |
| | | No log | 3.2549 | 332 | 0.4540 | 0.6614 | 0.4540 | 0.6738 | |
| | | No log | 3.2745 | 334 | 0.4571 | 0.6522 | 0.4571 | 0.6761 | |
| | | No log | 3.2941 | 336 | 0.5199 | 0.6228 | 0.5199 | 0.7211 | |
| | | No log | 3.3137 | 338 | 0.8379 | 0.5476 | 0.8379 | 0.9154 | |
| | | No log | 3.3333 | 340 | 0.9752 | 0.5071 | 0.9752 | 0.9875 | |
| | | No log | 3.3529 | 342 | 0.7991 | 0.5722 | 0.7991 | 0.8939 | |
| | | No log | 3.3725 | 344 | 0.6223 | 0.6089 | 0.6223 | 0.7889 | |
| | | No log | 3.3922 | 346 | 0.4640 | 0.6840 | 0.4640 | 0.6812 | |
| | | No log | 3.4118 | 348 | 0.4244 | 0.6990 | 0.4244 | 0.6514 | |
| | | No log | 3.4314 | 350 | 0.4572 | 0.6796 | 0.4572 | 0.6761 | |
| | | No log | 3.4510 | 352 | 0.6189 | 0.6130 | 0.6189 | 0.7867 | |
| | | No log | 3.4706 | 354 | 0.6935 | 0.6068 | 0.6935 | 0.8327 | |
| | | No log | 3.4902 | 356 | 0.5612 | 0.6350 | 0.5612 | 0.7491 | |
| | | No log | 3.5098 | 358 | 0.4767 | 0.6808 | 0.4767 | 0.6904 | |
| | | No log | 3.5294 | 360 | 0.4450 | 0.7024 | 0.4450 | 0.6671 | |
| | | No log | 3.5490 | 362 | 0.4874 | 0.6898 | 0.4874 | 0.6981 | |
| | | No log | 3.5686 | 364 | 0.6688 | 0.5501 | 0.6688 | 0.8178 | |
| | | No log | 3.5882 | 366 | 0.7047 | 0.5633 | 0.7047 | 0.8395 | |
| | | No log | 3.6078 | 368 | 0.5952 | 0.6039 | 0.5952 | 0.7715 | |
| | | No log | 3.6275 | 370 | 0.4792 | 0.6949 | 0.4792 | 0.6922 | |
| | | No log | 3.6471 | 372 | 0.4994 | 0.6786 | 0.4994 | 0.7067 | |
| | | No log | 3.6667 | 374 | 0.5921 | 0.6537 | 0.5921 | 0.7695 | |
| | | No log | 3.6863 | 376 | 0.6141 | 0.6547 | 0.6141 | 0.7837 | |
| | | No log | 3.7059 | 378 | 0.5623 | 0.6503 | 0.5623 | 0.7498 | |
| | | No log | 3.7255 | 380 | 0.5398 | 0.6714 | 0.5398 | 0.7347 | |
| | | No log | 3.7451 | 382 | 0.5298 | 0.6823 | 0.5298 | 0.7279 | |
| | | No log | 3.7647 | 384 | 0.6892 | 0.6088 | 0.6892 | 0.8302 | |
| | | No log | 3.7843 | 386 | 1.0657 | 0.5212 | 1.0657 | 1.0323 | |
| | | No log | 3.8039 | 388 | 1.0023 | 0.5025 | 1.0023 | 1.0011 | |
| | | No log | 3.8235 | 390 | 0.6591 | 0.5741 | 0.6591 | 0.8119 | |
| | | No log | 3.8431 | 392 | 0.5033 | 0.6371 | 0.5033 | 0.7094 | |
| | | No log | 3.8627 | 394 | 0.4951 | 0.6509 | 0.4951 | 0.7036 | |
| | | No log | 3.8824 | 396 | 0.5559 | 0.6363 | 0.5559 | 0.7456 | |
| | | No log | 3.9020 | 398 | 0.6587 | 0.5866 | 0.6587 | 0.8116 | |
| | | No log | 3.9216 | 400 | 0.9212 | 0.5662 | 0.9212 | 0.9598 | |
| | | No log | 3.9412 | 402 | 0.9632 | 0.5724 | 0.9632 | 0.9814 | |
| | | No log | 3.9608 | 404 | 0.7895 | 0.6341 | 0.7895 | 0.8886 | |
| | | No log | 3.9804 | 406 | 0.5204 | 0.6989 | 0.5204 | 0.7214 | |
| | | No log | 4.0 | 408 | 0.4415 | 0.7221 | 0.4415 | 0.6644 | |
| | | No log | 4.0196 | 410 | 0.4265 | 0.7044 | 0.4265 | 0.6531 | |
| | | No log | 4.0392 | 412 | 0.4571 | 0.6915 | 0.4571 | 0.6761 | |
| | | No log | 4.0588 | 414 | 0.6361 | 0.6377 | 0.6361 | 0.7976 | |
| | | No log | 4.0784 | 416 | 0.8217 | 0.5366 | 0.8217 | 0.9065 | |
| | | No log | 4.0980 | 418 | 0.7615 | 0.5525 | 0.7615 | 0.8726 | |
| | | No log | 4.1176 | 420 | 0.5582 | 0.6772 | 0.5582 | 0.7472 | |
| | | No log | 4.1373 | 422 | 0.4815 | 0.6838 | 0.4815 | 0.6939 | |
| | | No log | 4.1569 | 424 | 0.5152 | 0.6846 | 0.5152 | 0.7178 | |
| | | No log | 4.1765 | 426 | 0.6221 | 0.6461 | 0.6221 | 0.7887 | |
| | | No log | 4.1961 | 428 | 0.6344 | 0.6319 | 0.6344 | 0.7965 | |
| | | No log | 4.2157 | 430 | 0.5485 | 0.6879 | 0.5485 | 0.7406 | |
| | | No log | 4.2353 | 432 | 0.5434 | 0.6637 | 0.5434 | 0.7371 | |
| | | No log | 4.2549 | 434 | 0.5340 | 0.6569 | 0.5340 | 0.7307 | |
| | | No log | 4.2745 | 436 | 0.5126 | 0.6488 | 0.5126 | 0.7160 | |
| | | No log | 4.2941 | 438 | 0.4612 | 0.6187 | 0.4612 | 0.6791 | |
| | | No log | 4.3137 | 440 | 0.4537 | 0.6225 | 0.4537 | 0.6735 | |
| | | No log | 4.3333 | 442 | 0.5004 | 0.6538 | 0.5004 | 0.7074 | |
| | | No log | 4.3529 | 444 | 0.5687 | 0.6712 | 0.5687 | 0.7541 | |
| | | No log | 4.3725 | 446 | 0.5497 | 0.6737 | 0.5497 | 0.7414 | |
| | | No log | 4.3922 | 448 | 0.5350 | 0.6620 | 0.5350 | 0.7314 | |
| | | No log | 4.4118 | 450 | 0.5968 | 0.6493 | 0.5968 | 0.7725 | |
| | | No log | 4.4314 | 452 | 0.5599 | 0.6701 | 0.5599 | 0.7483 | |
| | | No log | 4.4510 | 454 | 0.4940 | 0.7123 | 0.4940 | 0.7028 | |
| | | No log | 4.4706 | 456 | 0.4659 | 0.7136 | 0.4659 | 0.6826 | |
| | | No log | 4.4902 | 458 | 0.5570 | 0.7007 | 0.5570 | 0.7463 | |
| | | No log | 4.5098 | 460 | 0.6112 | 0.6676 | 0.6112 | 0.7818 | |
| | | No log | 4.5294 | 462 | 0.7127 | 0.6083 | 0.7127 | 0.8442 | |
| | | No log | 4.5490 | 464 | 0.6289 | 0.6273 | 0.6289 | 0.7930 | |
| | | No log | 4.5686 | 466 | 0.6343 | 0.6377 | 0.6343 | 0.7964 | |
| | | No log | 4.5882 | 468 | 0.6344 | 0.6279 | 0.6344 | 0.7965 | |
| | | No log | 4.6078 | 470 | 0.7247 | 0.5906 | 0.7247 | 0.8513 | |
| | | No log | 4.6275 | 472 | 0.7941 | 0.5592 | 0.7941 | 0.8912 | |
| | | No log | 4.6471 | 474 | 0.6750 | 0.6014 | 0.6750 | 0.8216 | |
| | | No log | 4.6667 | 476 | 0.6947 | 0.5890 | 0.6947 | 0.8335 | |
| | | No log | 4.6863 | 478 | 0.6136 | 0.6115 | 0.6136 | 0.7833 | |
| | | No log | 4.7059 | 480 | 0.4663 | 0.6630 | 0.4663 | 0.6828 | |
| | | No log | 4.7255 | 482 | 0.4313 | 0.6658 | 0.4313 | 0.6567 | |
| | | No log | 4.7451 | 484 | 0.4342 | 0.6702 | 0.4342 | 0.6589 | |
| | | No log | 4.7647 | 486 | 0.4333 | 0.6589 | 0.4333 | 0.6582 | |
| | | No log | 4.7843 | 488 | 0.5749 | 0.6203 | 0.5749 | 0.7582 | |
| | | No log | 4.8039 | 490 | 0.7231 | 0.5642 | 0.7231 | 0.8503 | |
| | | No log | 4.8235 | 492 | 0.7060 | 0.6014 | 0.7060 | 0.8402 | |
| | | No log | 4.8431 | 494 | 0.6294 | 0.6277 | 0.6294 | 0.7934 | |
| | | No log | 4.8627 | 496 | 0.4694 | 0.6604 | 0.4694 | 0.6851 | |
| | | No log | 4.8824 | 498 | 0.4374 | 0.6854 | 0.4374 | 0.6614 | |
| | | 0.4613 | 4.9020 | 500 | 0.5373 | 0.6669 | 0.5373 | 0.7330 | |
| | | 0.4613 | 4.9216 | 502 | 0.6638 | 0.6127 | 0.6638 | 0.8147 | |
| | | 0.4613 | 4.9412 | 504 | 0.5950 | 0.6394 | 0.5950 | 0.7714 | |
| | | 0.4613 | 4.9608 | 506 | 0.6190 | 0.6310 | 0.6190 | 0.7868 | |
| | | 0.4613 | 4.9804 | 508 | 0.6055 | 0.6242 | 0.6055 | 0.7781 | |
| | | 0.4613 | 5.0 | 510 | 0.4982 | 0.6886 | 0.4982 | 0.7058 | |
| | | 0.4613 | 5.0196 | 512 | 0.4938 | 0.6930 | 0.4938 | 0.7027 | |
| | | 0.4613 | 5.0392 | 514 | 0.5469 | 0.6655 | 0.5469 | 0.7395 | |
| | | 0.4613 | 5.0588 | 516 | 0.4965 | 0.6704 | 0.4965 | 0.7046 | |
| | | 0.4613 | 5.0784 | 518 | 0.5196 | 0.6644 | 0.5196 | 0.7208 | |
| | | 0.4613 | 5.0980 | 520 | 0.7073 | 0.6145 | 0.7073 | 0.8410 | |
| | | 0.4613 | 5.1176 | 522 | 0.9007 | 0.5406 | 0.9007 | 0.9491 | |
| | | 0.4613 | 5.1373 | 524 | 0.8276 | 0.5510 | 0.8276 | 0.9097 | |
| | | 0.4613 | 5.1569 | 526 | 0.5481 | 0.6163 | 0.5481 | 0.7404 | |
| | |
| | |
| | ### Framework versions |
| | |
| | - Transformers 4.44.2 |
| | - Pytorch 2.4.0+cu118 |
| | - Datasets 2.21.0 |
| | - Tokenizers 0.19.1 |
| | |
