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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k11_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_k11_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: 0.5621
- Qwk: 0.4691
- Mse: 0.5621
- Rmse: 0.7497
## 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 | 0.0351 | 2 | 4.4200 | -0.0244 | 4.4200 | 2.1024 |
| No log | 0.0702 | 4 | 2.5215 | 0.0485 | 2.5215 | 1.5879 |
| No log | 0.1053 | 6 | 1.4456 | 0.0383 | 1.4456 | 1.2023 |
| No log | 0.1404 | 8 | 1.1443 | -0.0490 | 1.1443 | 1.0697 |
| No log | 0.1754 | 10 | 0.9800 | -0.0408 | 0.9800 | 0.9899 |
| No log | 0.2105 | 12 | 0.9020 | 0.0512 | 0.9020 | 0.9497 |
| No log | 0.2456 | 14 | 0.8492 | 0.2676 | 0.8492 | 0.9215 |
| No log | 0.2807 | 16 | 1.5027 | 0.1211 | 1.5027 | 1.2259 |
| No log | 0.3158 | 18 | 1.5323 | 0.1155 | 1.5323 | 1.2379 |
| No log | 0.3509 | 20 | 0.8796 | 0.2564 | 0.8796 | 0.9379 |
| No log | 0.3860 | 22 | 0.6798 | 0.3074 | 0.6798 | 0.8245 |
| No log | 0.4211 | 24 | 0.6636 | 0.3967 | 0.6636 | 0.8146 |
| No log | 0.4561 | 26 | 0.7656 | 0.2830 | 0.7656 | 0.8750 |
| No log | 0.4912 | 28 | 1.1124 | 0.1708 | 1.1124 | 1.0547 |
| No log | 0.5263 | 30 | 0.9898 | 0.2224 | 0.9898 | 0.9949 |
| No log | 0.5614 | 32 | 0.9910 | 0.2224 | 0.9910 | 0.9955 |
| No log | 0.5965 | 34 | 0.8933 | 0.2191 | 0.8933 | 0.9451 |
| No log | 0.6316 | 36 | 0.9160 | 0.2191 | 0.9160 | 0.9571 |
| No log | 0.6667 | 38 | 1.0336 | 0.2622 | 1.0336 | 1.0167 |
| No log | 0.7018 | 40 | 0.9107 | 0.3279 | 0.9107 | 0.9543 |
| No log | 0.7368 | 42 | 0.6430 | 0.4285 | 0.6430 | 0.8018 |
| No log | 0.7719 | 44 | 0.7071 | 0.3596 | 0.7071 | 0.8409 |
| No log | 0.8070 | 46 | 0.7477 | 0.3873 | 0.7477 | 0.8647 |
| No log | 0.8421 | 48 | 0.6924 | 0.3774 | 0.6924 | 0.8321 |
| No log | 0.8772 | 50 | 0.6838 | 0.3935 | 0.6838 | 0.8269 |
| No log | 0.9123 | 52 | 0.8099 | 0.4007 | 0.8099 | 0.9000 |
| No log | 0.9474 | 54 | 0.7370 | 0.3941 | 0.7370 | 0.8585 |
| No log | 0.9825 | 56 | 0.7982 | 0.4033 | 0.7982 | 0.8934 |
| No log | 1.0175 | 58 | 0.7783 | 0.4033 | 0.7783 | 0.8822 |
| No log | 1.0526 | 60 | 0.6508 | 0.4716 | 0.6508 | 0.8067 |
| No log | 1.0877 | 62 | 0.6065 | 0.4974 | 0.6065 | 0.7788 |
| No log | 1.1228 | 64 | 0.6528 | 0.4791 | 0.6528 | 0.8080 |
| No log | 1.1579 | 66 | 0.7195 | 0.4408 | 0.7195 | 0.8483 |
| No log | 1.1930 | 68 | 0.8678 | 0.3754 | 0.8678 | 0.9316 |
| No log | 1.2281 | 70 | 0.7659 | 0.4184 | 0.7659 | 0.8751 |
| No log | 1.2632 | 72 | 0.6102 | 0.5172 | 0.6102 | 0.7812 |
| No log | 1.2982 | 74 | 0.5555 | 0.6053 | 0.5555 | 0.7453 |
| No log | 1.3333 | 76 | 0.5376 | 0.6186 | 0.5376 | 0.7332 |
| No log | 1.3684 | 78 | 0.7040 | 0.4806 | 0.7041 | 0.8391 |
| No log | 1.4035 | 80 | 0.9842 | 0.4319 | 0.9842 | 0.9921 |
| No log | 1.4386 | 82 | 1.0666 | 0.4093 | 1.0666 | 1.0327 |
| No log | 1.4737 | 84 | 0.7975 | 0.4314 | 0.7975 | 0.8930 |
| No log | 1.5088 | 86 | 0.5379 | 0.5368 | 0.5379 | 0.7334 |
| No log | 1.5439 | 88 | 0.5579 | 0.5361 | 0.5579 | 0.7469 |
| No log | 1.5789 | 90 | 0.5789 | 0.5227 | 0.5789 | 0.7609 |
| No log | 1.6140 | 92 | 0.5432 | 0.5492 | 0.5432 | 0.7371 |
| No log | 1.6491 | 94 | 0.7044 | 0.4918 | 0.7044 | 0.8393 |
| No log | 1.6842 | 96 | 0.8144 | 0.4688 | 0.8144 | 0.9024 |
| No log | 1.7193 | 98 | 0.7234 | 0.5464 | 0.7234 | 0.8505 |
| No log | 1.7544 | 100 | 0.8323 | 0.5349 | 0.8323 | 0.9123 |
| No log | 1.7895 | 102 | 1.0668 | 0.4505 | 1.0668 | 1.0329 |
| No log | 1.8246 | 104 | 1.0303 | 0.4786 | 1.0303 | 1.0150 |
| No log | 1.8596 | 106 | 0.9724 | 0.5279 | 0.9724 | 0.9861 |
| No log | 1.8947 | 108 | 0.8267 | 0.5602 | 0.8267 | 0.9092 |
| No log | 1.9298 | 110 | 0.7692 | 0.5869 | 0.7692 | 0.8771 |
| No log | 1.9649 | 112 | 0.7170 | 0.5614 | 0.7170 | 0.8468 |
| No log | 2.0 | 114 | 0.7642 | 0.5582 | 0.7642 | 0.8742 |
| No log | 2.0351 | 116 | 0.8182 | 0.5329 | 0.8182 | 0.9045 |
| No log | 2.0702 | 118 | 0.8717 | 0.4738 | 0.8717 | 0.9336 |
| No log | 2.1053 | 120 | 0.7082 | 0.4737 | 0.7082 | 0.8416 |
| No log | 2.1404 | 122 | 0.6336 | 0.5199 | 0.6336 | 0.7960 |
| No log | 2.1754 | 124 | 0.6287 | 0.5080 | 0.6287 | 0.7929 |
| No log | 2.2105 | 126 | 0.6005 | 0.4949 | 0.6005 | 0.7749 |
| No log | 2.2456 | 128 | 0.5940 | 0.4875 | 0.5940 | 0.7707 |
| No log | 2.2807 | 130 | 0.6019 | 0.4834 | 0.6019 | 0.7758 |
| No log | 2.3158 | 132 | 0.5799 | 0.5514 | 0.5799 | 0.7615 |
| No log | 2.3509 | 134 | 0.6264 | 0.5500 | 0.6264 | 0.7915 |
| No log | 2.3860 | 136 | 0.5986 | 0.5593 | 0.5986 | 0.7737 |
| No log | 2.4211 | 138 | 0.6129 | 0.5709 | 0.6129 | 0.7829 |
| No log | 2.4561 | 140 | 0.6691 | 0.5391 | 0.6691 | 0.8180 |
| No log | 2.4912 | 142 | 0.6760 | 0.5417 | 0.6760 | 0.8222 |
| No log | 2.5263 | 144 | 0.6174 | 0.5697 | 0.6174 | 0.7857 |
| No log | 2.5614 | 146 | 0.5978 | 0.5495 | 0.5978 | 0.7732 |
| No log | 2.5965 | 148 | 0.5874 | 0.5521 | 0.5874 | 0.7664 |
| No log | 2.6316 | 150 | 0.5975 | 0.5398 | 0.5975 | 0.7730 |
| No log | 2.6667 | 152 | 0.5653 | 0.5567 | 0.5653 | 0.7519 |
| No log | 2.7018 | 154 | 0.5644 | 0.4522 | 0.5644 | 0.7513 |
| No log | 2.7368 | 156 | 0.5877 | 0.4337 | 0.5877 | 0.7666 |
| No log | 2.7719 | 158 | 0.5592 | 0.5060 | 0.5592 | 0.7478 |
| No log | 2.8070 | 160 | 0.5769 | 0.5179 | 0.5769 | 0.7595 |
| No log | 2.8421 | 162 | 0.5915 | 0.5579 | 0.5915 | 0.7691 |
| No log | 2.8772 | 164 | 0.5628 | 0.5660 | 0.5628 | 0.7502 |
| No log | 2.9123 | 166 | 0.5587 | 0.5445 | 0.5587 | 0.7475 |
| No log | 2.9474 | 168 | 0.6018 | 0.5370 | 0.6018 | 0.7757 |
| No log | 2.9825 | 170 | 1.1185 | 0.2977 | 1.1185 | 1.0576 |
| No log | 3.0175 | 172 | 1.5856 | 0.3024 | 1.5856 | 1.2592 |
| No log | 3.0526 | 174 | 1.3929 | 0.3315 | 1.3929 | 1.1802 |
| No log | 3.0877 | 176 | 0.8295 | 0.4551 | 0.8295 | 0.9108 |
| No log | 3.1228 | 178 | 0.6394 | 0.5191 | 0.6394 | 0.7996 |
| No log | 3.1579 | 180 | 0.5464 | 0.5565 | 0.5464 | 0.7392 |
| No log | 3.1930 | 182 | 0.5890 | 0.5053 | 0.5890 | 0.7675 |
| No log | 3.2281 | 184 | 0.5669 | 0.5342 | 0.5669 | 0.7529 |
| No log | 3.2632 | 186 | 0.5556 | 0.6091 | 0.5556 | 0.7454 |
| No log | 3.2982 | 188 | 0.6250 | 0.5504 | 0.6250 | 0.7906 |
| No log | 3.3333 | 190 | 0.6007 | 0.5751 | 0.6007 | 0.7751 |
| No log | 3.3684 | 192 | 0.5782 | 0.5867 | 0.5782 | 0.7604 |
| No log | 3.4035 | 194 | 0.6393 | 0.4988 | 0.6393 | 0.7996 |
| No log | 3.4386 | 196 | 0.6734 | 0.4863 | 0.6734 | 0.8206 |
| No log | 3.4737 | 198 | 0.6358 | 0.4840 | 0.6358 | 0.7974 |
| No log | 3.5088 | 200 | 0.5793 | 0.5422 | 0.5793 | 0.7611 |
| No log | 3.5439 | 202 | 0.5611 | 0.4506 | 0.5611 | 0.7491 |
| No log | 3.5789 | 204 | 0.5658 | 0.4079 | 0.5658 | 0.7522 |
| No log | 3.6140 | 206 | 0.5685 | 0.4042 | 0.5685 | 0.7540 |
| No log | 3.6491 | 208 | 0.5801 | 0.4855 | 0.5801 | 0.7617 |
| No log | 3.6842 | 210 | 0.5960 | 0.5164 | 0.5960 | 0.7720 |
| No log | 3.7193 | 212 | 0.5987 | 0.4921 | 0.5987 | 0.7738 |
| No log | 3.7544 | 214 | 0.6403 | 0.5095 | 0.6403 | 0.8002 |
| No log | 3.7895 | 216 | 0.6176 | 0.5172 | 0.6176 | 0.7859 |
| No log | 3.8246 | 218 | 0.6512 | 0.4971 | 0.6512 | 0.8070 |
| No log | 3.8596 | 220 | 0.6619 | 0.4867 | 0.6619 | 0.8136 |
| No log | 3.8947 | 222 | 0.6091 | 0.4174 | 0.6091 | 0.7805 |
| No log | 3.9298 | 224 | 0.6686 | 0.4033 | 0.6686 | 0.8177 |
| No log | 3.9649 | 226 | 0.6089 | 0.3691 | 0.6089 | 0.7803 |
| No log | 4.0 | 228 | 0.5770 | 0.4273 | 0.5770 | 0.7596 |
| No log | 4.0351 | 230 | 0.5849 | 0.4846 | 0.5849 | 0.7648 |
| No log | 4.0702 | 232 | 0.8004 | 0.4983 | 0.8004 | 0.8947 |
| No log | 4.1053 | 234 | 0.9954 | 0.3766 | 0.9954 | 0.9977 |
| No log | 4.1404 | 236 | 0.8244 | 0.4879 | 0.8244 | 0.9080 |
| No log | 4.1754 | 238 | 0.6231 | 0.5437 | 0.6231 | 0.7894 |
| No log | 4.2105 | 240 | 0.6703 | 0.5379 | 0.6703 | 0.8187 |
| No log | 4.2456 | 242 | 0.6327 | 0.5863 | 0.6327 | 0.7954 |
| No log | 4.2807 | 244 | 0.5538 | 0.4970 | 0.5538 | 0.7442 |
| No log | 4.3158 | 246 | 0.5551 | 0.5973 | 0.5551 | 0.7450 |
| No log | 4.3509 | 248 | 0.5475 | 0.5345 | 0.5475 | 0.7400 |
| No log | 4.3860 | 250 | 0.5437 | 0.4529 | 0.5437 | 0.7374 |
| No log | 4.4211 | 252 | 0.5395 | 0.4185 | 0.5395 | 0.7345 |
| No log | 4.4561 | 254 | 0.5466 | 0.5338 | 0.5466 | 0.7393 |
| No log | 4.4912 | 256 | 0.5354 | 0.4393 | 0.5354 | 0.7317 |
| No log | 4.5263 | 258 | 0.5623 | 0.4869 | 0.5623 | 0.7498 |
| No log | 4.5614 | 260 | 0.5772 | 0.5051 | 0.5772 | 0.7597 |
| No log | 4.5965 | 262 | 0.5447 | 0.5209 | 0.5447 | 0.7380 |
| No log | 4.6316 | 264 | 0.5436 | 0.5153 | 0.5436 | 0.7373 |
| No log | 4.6667 | 266 | 0.5426 | 0.5355 | 0.5426 | 0.7366 |
| No log | 4.7018 | 268 | 0.5438 | 0.5741 | 0.5438 | 0.7374 |
| No log | 4.7368 | 270 | 0.5763 | 0.5594 | 0.5763 | 0.7592 |
| No log | 4.7719 | 272 | 0.6543 | 0.5741 | 0.6543 | 0.8089 |
| No log | 4.8070 | 274 | 0.6180 | 0.5833 | 0.6180 | 0.7861 |
| No log | 4.8421 | 276 | 0.5450 | 0.6421 | 0.5450 | 0.7382 |
| No log | 4.8772 | 278 | 0.6391 | 0.4862 | 0.6391 | 0.7994 |
| No log | 4.9123 | 280 | 0.7290 | 0.5089 | 0.7290 | 0.8538 |
| No log | 4.9474 | 282 | 0.6237 | 0.5145 | 0.6237 | 0.7898 |
| No log | 4.9825 | 284 | 0.5278 | 0.4259 | 0.5278 | 0.7265 |
| No log | 5.0175 | 286 | 0.7424 | 0.4832 | 0.7424 | 0.8616 |
| No log | 5.0526 | 288 | 0.9817 | 0.4365 | 0.9817 | 0.9908 |
| No log | 5.0877 | 290 | 0.9107 | 0.4506 | 0.9107 | 0.9543 |
| No log | 5.1228 | 292 | 0.6477 | 0.5074 | 0.6477 | 0.8048 |
| No log | 5.1579 | 294 | 0.5463 | 0.4616 | 0.5463 | 0.7391 |
| No log | 5.1930 | 296 | 0.5384 | 0.4809 | 0.5384 | 0.7338 |
| No log | 5.2281 | 298 | 0.5360 | 0.5345 | 0.5360 | 0.7321 |
| No log | 5.2632 | 300 | 0.5440 | 0.4700 | 0.5440 | 0.7376 |
| No log | 5.2982 | 302 | 0.5904 | 0.5562 | 0.5904 | 0.7684 |
| No log | 5.3333 | 304 | 0.6440 | 0.5607 | 0.6440 | 0.8025 |
| No log | 5.3684 | 306 | 0.5828 | 0.6152 | 0.5828 | 0.7634 |
| No log | 5.4035 | 308 | 0.5810 | 0.5707 | 0.5810 | 0.7622 |
| No log | 5.4386 | 310 | 0.6750 | 0.5189 | 0.6750 | 0.8216 |
| No log | 5.4737 | 312 | 0.6521 | 0.5123 | 0.6521 | 0.8075 |
| No log | 5.5088 | 314 | 0.5700 | 0.5289 | 0.5700 | 0.7550 |
| No log | 5.5439 | 316 | 0.5513 | 0.5250 | 0.5513 | 0.7425 |
| No log | 5.5789 | 318 | 0.6628 | 0.5324 | 0.6628 | 0.8141 |
| No log | 5.6140 | 320 | 0.7076 | 0.5602 | 0.7076 | 0.8412 |
| No log | 5.6491 | 322 | 0.6318 | 0.6046 | 0.6318 | 0.7948 |
| No log | 5.6842 | 324 | 0.5912 | 0.6176 | 0.5912 | 0.7689 |
| No log | 5.7193 | 326 | 0.5661 | 0.5926 | 0.5661 | 0.7524 |
| No log | 5.7544 | 328 | 0.5383 | 0.5235 | 0.5383 | 0.7337 |
| No log | 5.7895 | 330 | 0.5454 | 0.5647 | 0.5454 | 0.7385 |
| No log | 5.8246 | 332 | 0.5520 | 0.5422 | 0.5520 | 0.7430 |
| No log | 5.8596 | 334 | 0.5439 | 0.5063 | 0.5439 | 0.7375 |
| No log | 5.8947 | 336 | 0.5592 | 0.5389 | 0.5592 | 0.7478 |
| No log | 5.9298 | 338 | 0.5550 | 0.5662 | 0.5550 | 0.7450 |
| No log | 5.9649 | 340 | 0.5715 | 0.5645 | 0.5715 | 0.7560 |
| No log | 6.0 | 342 | 0.5854 | 0.5591 | 0.5854 | 0.7651 |
| No log | 6.0351 | 344 | 0.5767 | 0.6363 | 0.5767 | 0.7594 |
| No log | 6.0702 | 346 | 0.6031 | 0.5732 | 0.6031 | 0.7766 |
| No log | 6.1053 | 348 | 0.7328 | 0.5677 | 0.7328 | 0.8561 |
| No log | 6.1404 | 350 | 0.7609 | 0.5186 | 0.7609 | 0.8723 |
| No log | 6.1754 | 352 | 0.6738 | 0.5381 | 0.6738 | 0.8209 |
| No log | 6.2105 | 354 | 0.5588 | 0.5569 | 0.5588 | 0.7475 |
| No log | 6.2456 | 356 | 0.5326 | 0.5596 | 0.5326 | 0.7298 |
| No log | 6.2807 | 358 | 0.5377 | 0.5073 | 0.5377 | 0.7333 |
| No log | 6.3158 | 360 | 0.5250 | 0.5259 | 0.5250 | 0.7246 |
| No log | 6.3509 | 362 | 0.5366 | 0.4697 | 0.5366 | 0.7325 |
| No log | 6.3860 | 364 | 0.6379 | 0.5442 | 0.6379 | 0.7987 |
| No log | 6.4211 | 366 | 0.8264 | 0.4867 | 0.8264 | 0.9091 |
| No log | 6.4561 | 368 | 0.8595 | 0.4788 | 0.8595 | 0.9271 |
| No log | 6.4912 | 370 | 0.6845 | 0.5709 | 0.6845 | 0.8274 |
| No log | 6.5263 | 372 | 0.5504 | 0.5772 | 0.5504 | 0.7419 |
| No log | 6.5614 | 374 | 0.5284 | 0.5947 | 0.5284 | 0.7269 |
| No log | 6.5965 | 376 | 0.5468 | 0.5678 | 0.5468 | 0.7394 |
| No log | 6.6316 | 378 | 0.5273 | 0.5593 | 0.5273 | 0.7261 |
| No log | 6.6667 | 380 | 0.5147 | 0.5562 | 0.5147 | 0.7174 |
| No log | 6.7018 | 382 | 0.5545 | 0.4926 | 0.5545 | 0.7447 |
| No log | 6.7368 | 384 | 0.6038 | 0.5023 | 0.6038 | 0.7771 |
| No log | 6.7719 | 386 | 0.5706 | 0.5076 | 0.5706 | 0.7554 |
| No log | 6.8070 | 388 | 0.5104 | 0.6306 | 0.5104 | 0.7144 |
| No log | 6.8421 | 390 | 0.5049 | 0.5583 | 0.5049 | 0.7106 |
| No log | 6.8772 | 392 | 0.5037 | 0.5428 | 0.5037 | 0.7097 |
| No log | 6.9123 | 394 | 0.5171 | 0.5570 | 0.5171 | 0.7191 |
| No log | 6.9474 | 396 | 0.5124 | 0.5732 | 0.5124 | 0.7158 |
| No log | 6.9825 | 398 | 0.5313 | 0.5593 | 0.5313 | 0.7289 |
| No log | 7.0175 | 400 | 0.5239 | 0.5435 | 0.5239 | 0.7238 |
| No log | 7.0526 | 402 | 0.5079 | 0.5888 | 0.5079 | 0.7127 |
| No log | 7.0877 | 404 | 0.5355 | 0.5124 | 0.5355 | 0.7318 |
| No log | 7.1228 | 406 | 0.5611 | 0.5104 | 0.5611 | 0.7491 |
| No log | 7.1579 | 408 | 0.5286 | 0.5452 | 0.5286 | 0.7270 |
| No log | 7.1930 | 410 | 0.5103 | 0.5694 | 0.5103 | 0.7143 |
| No log | 7.2281 | 412 | 0.5397 | 0.5565 | 0.5397 | 0.7346 |
| No log | 7.2632 | 414 | 0.5430 | 0.5540 | 0.5430 | 0.7369 |
| No log | 7.2982 | 416 | 0.5342 | 0.5495 | 0.5342 | 0.7309 |
| No log | 7.3333 | 418 | 0.4991 | 0.5336 | 0.4991 | 0.7064 |
| No log | 7.3684 | 420 | 0.5671 | 0.5380 | 0.5671 | 0.7531 |
| No log | 7.4035 | 422 | 0.7180 | 0.4929 | 0.7180 | 0.8474 |
| No log | 7.4386 | 424 | 0.8147 | 0.4307 | 0.8147 | 0.9026 |
| No log | 7.4737 | 426 | 0.7456 | 0.4806 | 0.7456 | 0.8635 |
| No log | 7.5088 | 428 | 0.5838 | 0.5197 | 0.5838 | 0.7641 |
| No log | 7.5439 | 430 | 0.4991 | 0.6270 | 0.4991 | 0.7065 |
| No log | 7.5789 | 432 | 0.4994 | 0.6424 | 0.4994 | 0.7067 |
| No log | 7.6140 | 434 | 0.5010 | 0.6183 | 0.5010 | 0.7078 |
| No log | 7.6491 | 436 | 0.5356 | 0.5971 | 0.5356 | 0.7318 |
| No log | 7.6842 | 438 | 0.5676 | 0.5367 | 0.5676 | 0.7534 |
| No log | 7.7193 | 440 | 0.5671 | 0.5626 | 0.5671 | 0.7530 |
| No log | 7.7544 | 442 | 0.5497 | 0.5214 | 0.5497 | 0.7414 |
| No log | 7.7895 | 444 | 0.5450 | 0.5414 | 0.5450 | 0.7382 |
| No log | 7.8246 | 446 | 0.5075 | 0.6425 | 0.5075 | 0.7124 |
| No log | 7.8596 | 448 | 0.5477 | 0.5997 | 0.5477 | 0.7401 |
| No log | 7.8947 | 450 | 0.6083 | 0.5469 | 0.6083 | 0.7799 |
| No log | 7.9298 | 452 | 0.5868 | 0.5865 | 0.5868 | 0.7661 |
| No log | 7.9649 | 454 | 0.5489 | 0.6232 | 0.5489 | 0.7409 |
| No log | 8.0 | 456 | 0.5350 | 0.6149 | 0.5350 | 0.7314 |
| No log | 8.0351 | 458 | 0.5697 | 0.5194 | 0.5697 | 0.7548 |
| No log | 8.0702 | 460 | 0.5706 | 0.5128 | 0.5706 | 0.7554 |
| No log | 8.1053 | 462 | 0.5640 | 0.6139 | 0.5640 | 0.7510 |
| No log | 8.1404 | 464 | 0.5557 | 0.6315 | 0.5557 | 0.7454 |
| No log | 8.1754 | 466 | 0.5593 | 0.6100 | 0.5593 | 0.7479 |
| No log | 8.2105 | 468 | 0.5432 | 0.6080 | 0.5432 | 0.7370 |
| No log | 8.2456 | 470 | 0.5335 | 0.5972 | 0.5335 | 0.7304 |
| No log | 8.2807 | 472 | 0.5327 | 0.5873 | 0.5327 | 0.7299 |
| No log | 8.3158 | 474 | 0.5274 | 0.6145 | 0.5274 | 0.7262 |
| No log | 8.3509 | 476 | 0.5379 | 0.5576 | 0.5379 | 0.7334 |
| No log | 8.3860 | 478 | 0.5603 | 0.5616 | 0.5603 | 0.7485 |
| No log | 8.4211 | 480 | 0.5466 | 0.5858 | 0.5466 | 0.7393 |
| No log | 8.4561 | 482 | 0.5453 | 0.5633 | 0.5453 | 0.7384 |
| No log | 8.4912 | 484 | 0.5365 | 0.5703 | 0.5365 | 0.7324 |
| No log | 8.5263 | 486 | 0.5434 | 0.5159 | 0.5434 | 0.7371 |
| No log | 8.5614 | 488 | 0.5399 | 0.5218 | 0.5399 | 0.7348 |
| No log | 8.5965 | 490 | 0.5293 | 0.5919 | 0.5293 | 0.7275 |
| No log | 8.6316 | 492 | 0.5873 | 0.5543 | 0.5873 | 0.7663 |
| No log | 8.6667 | 494 | 0.6121 | 0.5162 | 0.6121 | 0.7823 |
| No log | 8.7018 | 496 | 0.5640 | 0.6022 | 0.5640 | 0.7510 |
| No log | 8.7368 | 498 | 0.5594 | 0.5476 | 0.5594 | 0.7479 |
| 0.3397 | 8.7719 | 500 | 0.6210 | 0.5075 | 0.6210 | 0.7880 |
| 0.3397 | 8.8070 | 502 | 0.6172 | 0.5249 | 0.6172 | 0.7856 |
| 0.3397 | 8.8421 | 504 | 0.5883 | 0.4990 | 0.5883 | 0.7670 |
| 0.3397 | 8.8772 | 506 | 0.5482 | 0.5590 | 0.5482 | 0.7404 |
| 0.3397 | 8.9123 | 508 | 0.5501 | 0.5831 | 0.5501 | 0.7417 |
| 0.3397 | 8.9474 | 510 | 0.5630 | 0.5699 | 0.5630 | 0.7503 |
| 0.3397 | 8.9825 | 512 | 0.5346 | 0.5790 | 0.5346 | 0.7312 |
| 0.3397 | 9.0175 | 514 | 0.5376 | 0.5626 | 0.5376 | 0.7332 |
| 0.3397 | 9.0526 | 516 | 0.5941 | 0.5263 | 0.5941 | 0.7708 |
| 0.3397 | 9.0877 | 518 | 0.6432 | 0.5109 | 0.6432 | 0.8020 |
| 0.3397 | 9.1228 | 520 | 0.5852 | 0.5281 | 0.5852 | 0.7650 |
| 0.3397 | 9.1579 | 522 | 0.5555 | 0.5396 | 0.5555 | 0.7453 |
| 0.3397 | 9.1930 | 524 | 0.5238 | 0.5415 | 0.5238 | 0.7237 |
| 0.3397 | 9.2281 | 526 | 0.5322 | 0.5487 | 0.5322 | 0.7296 |
| 0.3397 | 9.2632 | 528 | 0.5302 | 0.5396 | 0.5302 | 0.7281 |
| 0.3397 | 9.2982 | 530 | 0.5210 | 0.5311 | 0.5210 | 0.7218 |
| 0.3397 | 9.3333 | 532 | 0.5175 | 0.5205 | 0.5175 | 0.7194 |
| 0.3397 | 9.3684 | 534 | 0.5259 | 0.5250 | 0.5259 | 0.7252 |
| 0.3397 | 9.4035 | 536 | 0.5647 | 0.5053 | 0.5647 | 0.7515 |
| 0.3397 | 9.4386 | 538 | 0.6142 | 0.5448 | 0.6142 | 0.7837 |
| 0.3397 | 9.4737 | 540 | 0.6146 | 0.5351 | 0.6146 | 0.7840 |
| 0.3397 | 9.5088 | 542 | 0.6002 | 0.5351 | 0.6002 | 0.7747 |
| 0.3397 | 9.5439 | 544 | 0.5694 | 0.5176 | 0.5694 | 0.7546 |
| 0.3397 | 9.5789 | 546 | 0.5348 | 0.5030 | 0.5348 | 0.7313 |
| 0.3397 | 9.6140 | 548 | 0.5256 | 0.4923 | 0.5256 | 0.7250 |
| 0.3397 | 9.6491 | 550 | 0.5263 | 0.5155 | 0.5263 | 0.7255 |
| 0.3397 | 9.6842 | 552 | 0.5327 | 0.5756 | 0.5327 | 0.7298 |
| 0.3397 | 9.7193 | 554 | 0.5662 | 0.5200 | 0.5662 | 0.7524 |
| 0.3397 | 9.7544 | 556 | 0.5831 | 0.5474 | 0.5831 | 0.7636 |
| 0.3397 | 9.7895 | 558 | 0.5479 | 0.5637 | 0.5479 | 0.7402 |
| 0.3397 | 9.8246 | 560 | 0.5229 | 0.5088 | 0.5229 | 0.7231 |
| 0.3397 | 9.8596 | 562 | 0.5693 | 0.5195 | 0.5693 | 0.7545 |
| 0.3397 | 9.8947 | 564 | 0.5860 | 0.5357 | 0.5860 | 0.7655 |
| 0.3397 | 9.9298 | 566 | 0.5549 | 0.5442 | 0.5549 | 0.7449 |
| 0.3397 | 9.9649 | 568 | 0.5482 | 0.6003 | 0.5482 | 0.7404 |
| 0.3397 | 10.0 | 570 | 0.6294 | 0.5523 | 0.6294 | 0.7933 |
| 0.3397 | 10.0351 | 572 | 0.7071 | 0.5215 | 0.7071 | 0.8409 |
| 0.3397 | 10.0702 | 574 | 0.6636 | 0.5124 | 0.6636 | 0.8146 |
| 0.3397 | 10.1053 | 576 | 0.5781 | 0.5525 | 0.5781 | 0.7603 |
| 0.3397 | 10.1404 | 578 | 0.5612 | 0.5481 | 0.5612 | 0.7491 |
| 0.3397 | 10.1754 | 580 | 0.6054 | 0.5255 | 0.6054 | 0.7781 |
| 0.3397 | 10.2105 | 582 | 0.6069 | 0.5255 | 0.6069 | 0.7791 |
| 0.3397 | 10.2456 | 584 | 0.5714 | 0.4864 | 0.5714 | 0.7559 |
| 0.3397 | 10.2807 | 586 | 0.5403 | 0.5325 | 0.5403 | 0.7350 |
| 0.3397 | 10.3158 | 588 | 0.5763 | 0.5319 | 0.5763 | 0.7592 |
| 0.3397 | 10.3509 | 590 | 0.6368 | 0.5627 | 0.6368 | 0.7980 |
| 0.3397 | 10.3860 | 592 | 0.6454 | 0.5385 | 0.6454 | 0.8034 |
| 0.3397 | 10.4211 | 594 | 0.6133 | 0.5474 | 0.6133 | 0.7832 |
| 0.3397 | 10.4561 | 596 | 0.5742 | 0.5403 | 0.5742 | 0.7578 |
| 0.3397 | 10.4912 | 598 | 0.5713 | 0.5554 | 0.5713 | 0.7558 |
| 0.3397 | 10.5263 | 600 | 0.5695 | 0.5651 | 0.5695 | 0.7547 |
| 0.3397 | 10.5614 | 602 | 0.5768 | 0.5768 | 0.5768 | 0.7595 |
| 0.3397 | 10.5965 | 604 | 0.5729 | 0.5788 | 0.5729 | 0.7569 |
| 0.3397 | 10.6316 | 606 | 0.5627 | 0.5577 | 0.5627 | 0.7502 |
| 0.3397 | 10.6667 | 608 | 0.5486 | 0.5535 | 0.5486 | 0.7407 |
| 0.3397 | 10.7018 | 610 | 0.5429 | 0.4850 | 0.5429 | 0.7368 |
| 0.3397 | 10.7368 | 612 | 0.5484 | 0.4672 | 0.5484 | 0.7406 |
| 0.3397 | 10.7719 | 614 | 0.5505 | 0.4672 | 0.5505 | 0.7420 |
| 0.3397 | 10.8070 | 616 | 0.5516 | 0.5321 | 0.5516 | 0.7427 |
| 0.3397 | 10.8421 | 618 | 0.5583 | 0.5488 | 0.5583 | 0.7472 |
| 0.3397 | 10.8772 | 620 | 0.5680 | 0.5033 | 0.5680 | 0.7536 |
| 0.3397 | 10.9123 | 622 | 0.5885 | 0.4983 | 0.5885 | 0.7671 |
| 0.3397 | 10.9474 | 624 | 0.5953 | 0.4619 | 0.5953 | 0.7715 |
| 0.3397 | 10.9825 | 626 | 0.5785 | 0.4694 | 0.5785 | 0.7606 |
| 0.3397 | 11.0175 | 628 | 0.5621 | 0.4691 | 0.5621 | 0.7497 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
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