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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: Arabic_FineTuningAraBERT_AugV0_k15_task1_organization_fold1
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_FineTuningAraBERT_AugV0_k15_task1_organization_fold1
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: 0.5173
- Qwk: 0.6375
- Mse: 0.5173
- Rmse: 0.7192
## 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: 10
### Training results
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
| No log | 0.0235 | 2 | 3.8327 | -0.0298 | 3.8327 | 1.9577 |
| No log | 0.0471 | 4 | 1.9877 | -0.0561 | 1.9877 | 1.4099 |
| No log | 0.0706 | 6 | 1.3575 | -0.1313 | 1.3575 | 1.1651 |
| No log | 0.0941 | 8 | 1.1702 | -0.2250 | 1.1702 | 1.0818 |
| No log | 0.1176 | 10 | 1.2391 | 0.2929 | 1.2391 | 1.1131 |
| No log | 0.1412 | 12 | 1.1499 | 0.2888 | 1.1499 | 1.0723 |
| No log | 0.1647 | 14 | 1.1286 | 0.2045 | 1.1286 | 1.0624 |
| No log | 0.1882 | 16 | 1.0347 | 0.1091 | 1.0347 | 1.0172 |
| No log | 0.2118 | 18 | 1.0596 | -0.1146 | 1.0596 | 1.0293 |
| No log | 0.2353 | 20 | 1.1121 | -0.0120 | 1.1121 | 1.0546 |
| No log | 0.2588 | 22 | 1.1683 | -0.0581 | 1.1683 | 1.0809 |
| No log | 0.2824 | 24 | 1.1502 | -0.0581 | 1.1502 | 1.0725 |
| No log | 0.3059 | 26 | 1.0800 | -0.0120 | 1.0800 | 1.0392 |
| No log | 0.3294 | 28 | 1.0485 | 0.0982 | 1.0485 | 1.0240 |
| No log | 0.3529 | 30 | 1.1082 | 0.1091 | 1.1082 | 1.0527 |
| No log | 0.3765 | 32 | 1.2321 | 0.0808 | 1.2321 | 1.1100 |
| No log | 0.4 | 34 | 1.2427 | 0.0455 | 1.2427 | 1.1148 |
| No log | 0.4235 | 36 | 1.0608 | 0.2045 | 1.0608 | 1.0299 |
| No log | 0.4471 | 38 | 0.9425 | 0.0 | 0.9425 | 0.9708 |
| No log | 0.4706 | 40 | 0.8167 | 0.2410 | 0.8167 | 0.9037 |
| No log | 0.4941 | 42 | 0.7664 | 0.2699 | 0.7664 | 0.8755 |
| No log | 0.5176 | 44 | 0.7457 | 0.2125 | 0.7457 | 0.8636 |
| No log | 0.5412 | 46 | 0.7444 | 0.0637 | 0.7444 | 0.8628 |
| No log | 0.5647 | 48 | 0.7406 | 0.2699 | 0.7406 | 0.8606 |
| No log | 0.5882 | 50 | 0.7821 | 0.0637 | 0.7821 | 0.8844 |
| No log | 0.6118 | 52 | 0.8101 | 0.0833 | 0.8101 | 0.9000 |
| No log | 0.6353 | 54 | 0.8174 | 0.0833 | 0.8174 | 0.9041 |
| No log | 0.6588 | 56 | 0.7611 | 0.0637 | 0.7611 | 0.8724 |
| No log | 0.6824 | 58 | 0.7091 | 0.3253 | 0.7091 | 0.8421 |
| No log | 0.7059 | 60 | 0.7106 | 0.4 | 0.7106 | 0.8429 |
| No log | 0.7294 | 62 | 0.7436 | 0.3708 | 0.7436 | 0.8623 |
| No log | 0.7529 | 64 | 0.7083 | 0.4 | 0.7083 | 0.8416 |
| No log | 0.7765 | 66 | 0.7460 | 0.3200 | 0.7460 | 0.8637 |
| No log | 0.8 | 68 | 0.7649 | 0.3563 | 0.7649 | 0.8746 |
| No log | 0.8235 | 70 | 0.7655 | 0.2486 | 0.7655 | 0.8749 |
| No log | 0.8471 | 72 | 0.7829 | 0.2222 | 0.7829 | 0.8848 |
| No log | 0.8706 | 74 | 0.8155 | 0.4862 | 0.8155 | 0.9030 |
| No log | 0.8941 | 76 | 0.7827 | 0.4862 | 0.7827 | 0.8847 |
| No log | 0.9176 | 78 | 0.7713 | 0.4862 | 0.7713 | 0.8782 |
| No log | 0.9412 | 80 | 0.7838 | 0.3317 | 0.7838 | 0.8853 |
| No log | 0.9647 | 82 | 0.7944 | 0.2486 | 0.7944 | 0.8913 |
| No log | 0.9882 | 84 | 0.9739 | 0.1546 | 0.9739 | 0.9869 |
| No log | 1.0118 | 86 | 1.1172 | 0.1600 | 1.1172 | 1.0570 |
| No log | 1.0353 | 88 | 0.8747 | 0.2921 | 0.8747 | 0.9352 |
| No log | 1.0588 | 90 | 0.6853 | 0.2553 | 0.6853 | 0.8278 |
| No log | 1.0824 | 92 | 0.6883 | 0.4724 | 0.6883 | 0.8296 |
| No log | 1.1059 | 94 | 0.7659 | 0.4251 | 0.7659 | 0.8751 |
| No log | 1.1294 | 96 | 0.7723 | 0.4862 | 0.7723 | 0.8788 |
| No log | 1.1529 | 98 | 0.8237 | 0.5570 | 0.8237 | 0.9076 |
| No log | 1.1765 | 100 | 0.7788 | 0.4057 | 0.7788 | 0.8825 |
| No log | 1.2 | 102 | 0.7755 | 0.4664 | 0.7755 | 0.8806 |
| No log | 1.2235 | 104 | 0.8253 | 0.5214 | 0.8253 | 0.9084 |
| No log | 1.2471 | 106 | 0.6957 | 0.4465 | 0.6957 | 0.8341 |
| No log | 1.2706 | 108 | 0.6157 | 0.3834 | 0.6157 | 0.7847 |
| No log | 1.2941 | 110 | 0.5865 | 0.2811 | 0.5865 | 0.7658 |
| No log | 1.3176 | 112 | 0.5305 | 0.5792 | 0.5305 | 0.7284 |
| No log | 1.3412 | 114 | 0.5359 | 0.4556 | 0.5359 | 0.7321 |
| No log | 1.3647 | 116 | 0.6207 | 0.4465 | 0.6207 | 0.7878 |
| No log | 1.3882 | 118 | 0.7741 | 0.4979 | 0.7741 | 0.8798 |
| No log | 1.4118 | 120 | 0.8469 | 0.5405 | 0.8469 | 0.9203 |
| No log | 1.4353 | 122 | 0.7155 | 0.5484 | 0.7155 | 0.8459 |
| No log | 1.4588 | 124 | 0.6425 | 0.4979 | 0.6425 | 0.8016 |
| No log | 1.4824 | 126 | 0.5796 | 0.4750 | 0.5796 | 0.7613 |
| No log | 1.5059 | 128 | 0.4709 | 0.6244 | 0.4709 | 0.6862 |
| No log | 1.5294 | 130 | 0.4771 | 0.5728 | 0.4771 | 0.6907 |
| No log | 1.5529 | 132 | 0.5609 | 0.4750 | 0.5609 | 0.7489 |
| No log | 1.5765 | 134 | 0.6105 | 0.4750 | 0.6105 | 0.7813 |
| No log | 1.6 | 136 | 0.5906 | 0.4803 | 0.5906 | 0.7685 |
| No log | 1.6235 | 138 | 0.6147 | 0.4465 | 0.6147 | 0.7840 |
| No log | 1.6471 | 140 | 0.5634 | 0.4251 | 0.5634 | 0.7506 |
| No log | 1.6706 | 142 | 0.5853 | 0.4220 | 0.5853 | 0.7651 |
| No log | 1.6941 | 144 | 0.7071 | 0.4979 | 0.7071 | 0.8409 |
| No log | 1.7176 | 146 | 0.7218 | 0.4388 | 0.7218 | 0.8496 |
| No log | 1.7412 | 148 | 0.6576 | 0.3805 | 0.6576 | 0.8109 |
| No log | 1.7647 | 150 | 0.5873 | 0.4455 | 0.5873 | 0.7663 |
| No log | 1.7882 | 152 | 0.5758 | 0.4503 | 0.5758 | 0.7588 |
| No log | 1.8118 | 154 | 0.6218 | 0.4020 | 0.6218 | 0.7885 |
| No log | 1.8353 | 156 | 0.6146 | 0.4020 | 0.6146 | 0.7840 |
| No log | 1.8588 | 158 | 0.6371 | 0.4286 | 0.6371 | 0.7982 |
| No log | 1.8824 | 160 | 0.6215 | 0.4286 | 0.6215 | 0.7884 |
| No log | 1.9059 | 162 | 0.5249 | 0.4948 | 0.5249 | 0.7245 |
| No log | 1.9294 | 164 | 0.4809 | 0.6578 | 0.4809 | 0.6935 |
| No log | 1.9529 | 166 | 0.5045 | 0.5288 | 0.5045 | 0.7103 |
| No log | 1.9765 | 168 | 0.5964 | 0.4465 | 0.5964 | 0.7722 |
| No log | 2.0 | 170 | 0.7860 | 0.5405 | 0.7860 | 0.8866 |
| No log | 2.0235 | 172 | 0.9266 | 0.4460 | 0.9266 | 0.9626 |
| No log | 2.0471 | 174 | 0.8824 | 0.5143 | 0.8824 | 0.9394 |
| No log | 2.0706 | 176 | 0.7635 | 0.3077 | 0.7635 | 0.8738 |
| No log | 2.0941 | 178 | 0.7088 | 0.51 | 0.7088 | 0.8419 |
| No log | 2.1176 | 180 | 0.6880 | 0.51 | 0.6880 | 0.8294 |
| No log | 2.1412 | 182 | 0.6500 | 0.4043 | 0.6500 | 0.8062 |
| No log | 2.1647 | 184 | 0.6539 | 0.4979 | 0.6539 | 0.8087 |
| No log | 2.1882 | 186 | 0.5738 | 0.5917 | 0.5738 | 0.7575 |
| No log | 2.2118 | 188 | 0.4955 | 0.5561 | 0.4955 | 0.7039 |
| No log | 2.2353 | 190 | 0.5005 | 0.5926 | 0.5005 | 0.7075 |
| No log | 2.2588 | 192 | 0.4815 | 0.5561 | 0.4815 | 0.6939 |
| No log | 2.2824 | 194 | 0.5773 | 0.5914 | 0.5773 | 0.7598 |
| No log | 2.3059 | 196 | 0.6788 | 0.6341 | 0.6788 | 0.8239 |
| No log | 2.3294 | 198 | 0.6069 | 0.5509 | 0.6069 | 0.7790 |
| No log | 2.3529 | 200 | 0.4880 | 0.5643 | 0.4880 | 0.6986 |
| No log | 2.3765 | 202 | 0.4914 | 0.5739 | 0.4914 | 0.7010 |
| No log | 2.4 | 204 | 0.5446 | 0.6345 | 0.5446 | 0.7380 |
| No log | 2.4235 | 206 | 0.5492 | 0.6016 | 0.5492 | 0.7411 |
| No log | 2.4471 | 208 | 0.5315 | 0.5679 | 0.5315 | 0.7290 |
| No log | 2.4706 | 210 | 0.4843 | 0.5776 | 0.4843 | 0.6959 |
| No log | 2.4941 | 212 | 0.4552 | 0.5776 | 0.4552 | 0.6747 |
| No log | 2.5176 | 214 | 0.4793 | 0.5776 | 0.4793 | 0.6923 |
| No log | 2.5412 | 216 | 0.5256 | 0.6142 | 0.5256 | 0.7250 |
| No log | 2.5647 | 218 | 0.5351 | 0.6375 | 0.5351 | 0.7315 |
| No log | 2.5882 | 220 | 0.4864 | 0.5776 | 0.4864 | 0.6974 |
| No log | 2.6118 | 222 | 0.4437 | 0.6 | 0.4437 | 0.6661 |
| No log | 2.6353 | 224 | 0.4489 | 0.6 | 0.4489 | 0.6700 |
| No log | 2.6588 | 226 | 0.4967 | 0.5882 | 0.4967 | 0.7048 |
| No log | 2.6824 | 228 | 0.5541 | 0.4979 | 0.5541 | 0.7444 |
| No log | 2.7059 | 230 | 0.5447 | 0.4979 | 0.5447 | 0.7380 |
| No log | 2.7294 | 232 | 0.5113 | 0.5221 | 0.5113 | 0.7151 |
| No log | 2.7529 | 234 | 0.4807 | 0.6459 | 0.4807 | 0.6933 |
| No log | 2.7765 | 236 | 0.4338 | 0.6980 | 0.4338 | 0.6586 |
| No log | 2.8 | 238 | 0.4000 | 0.6980 | 0.4000 | 0.6324 |
| No log | 2.8235 | 240 | 0.3843 | 0.7222 | 0.3843 | 0.6199 |
| No log | 2.8471 | 242 | 0.4115 | 0.7308 | 0.4115 | 0.6415 |
| No log | 2.8706 | 244 | 0.4340 | 0.7308 | 0.4340 | 0.6588 |
| No log | 2.8941 | 246 | 0.4402 | 0.7308 | 0.4402 | 0.6635 |
| No log | 2.9176 | 248 | 0.4834 | 0.7004 | 0.4834 | 0.6953 |
| No log | 2.9412 | 250 | 0.5655 | 0.5484 | 0.5655 | 0.7520 |
| No log | 2.9647 | 252 | 0.5627 | 0.6375 | 0.5627 | 0.7501 |
| No log | 2.9882 | 254 | 0.5283 | 0.7004 | 0.5283 | 0.7268 |
| No log | 3.0118 | 256 | 0.5752 | 0.6375 | 0.5752 | 0.7584 |
| No log | 3.0353 | 258 | 0.6357 | 0.5405 | 0.6357 | 0.7973 |
| No log | 3.0588 | 260 | 0.5623 | 0.6375 | 0.5623 | 0.7498 |
| No log | 3.0824 | 262 | 0.5255 | 0.5917 | 0.5255 | 0.7249 |
| No log | 3.1059 | 264 | 0.4695 | 0.6128 | 0.4695 | 0.6852 |
| No log | 3.1294 | 266 | 0.4299 | 0.5381 | 0.4299 | 0.6557 |
| No log | 3.1529 | 268 | 0.4211 | 0.51 | 0.4211 | 0.6489 |
| No log | 3.1765 | 270 | 0.4239 | 0.5962 | 0.4239 | 0.6511 |
| No log | 3.2 | 272 | 0.4547 | 0.6016 | 0.4547 | 0.6743 |
| No log | 3.2235 | 274 | 0.4737 | 0.6016 | 0.4737 | 0.6882 |
| No log | 3.2471 | 276 | 0.4492 | 0.6908 | 0.4492 | 0.6702 |
| No log | 3.2706 | 278 | 0.4590 | 0.6908 | 0.4590 | 0.6775 |
| No log | 3.2941 | 280 | 0.5037 | 0.6016 | 0.5037 | 0.7097 |
| No log | 3.3176 | 282 | 0.5028 | 0.6345 | 0.5028 | 0.7091 |
| No log | 3.3412 | 284 | 0.4829 | 0.5410 | 0.4829 | 0.6949 |
| No log | 3.3647 | 286 | 0.4854 | 0.5410 | 0.4854 | 0.6967 |
| No log | 3.3882 | 288 | 0.5024 | 0.5882 | 0.5024 | 0.7088 |
| No log | 3.4118 | 290 | 0.5270 | 0.6111 | 0.5270 | 0.7259 |
| No log | 3.4353 | 292 | 0.5475 | 0.6345 | 0.5475 | 0.7400 |
| No log | 3.4588 | 294 | 0.5813 | 0.6345 | 0.5813 | 0.7624 |
| No log | 3.4824 | 296 | 0.5650 | 0.6016 | 0.5650 | 0.7517 |
| No log | 3.5059 | 298 | 0.4891 | 0.6348 | 0.4891 | 0.6993 |
| No log | 3.5294 | 300 | 0.4426 | 0.5687 | 0.4426 | 0.6653 |
| No log | 3.5529 | 302 | 0.4386 | 0.5926 | 0.4386 | 0.6623 |
| No log | 3.5765 | 304 | 0.4491 | 0.4878 | 0.4491 | 0.6701 |
| No log | 3.6 | 306 | 0.4909 | 0.4928 | 0.4909 | 0.7006 |
| No log | 3.6235 | 308 | 0.6236 | 0.4862 | 0.6236 | 0.7897 |
| No log | 3.6471 | 310 | 0.7244 | 0.4919 | 0.7244 | 0.8511 |
| No log | 3.6706 | 312 | 0.6890 | 0.5917 | 0.6890 | 0.8301 |
| No log | 3.6941 | 314 | 0.5787 | 0.5917 | 0.5787 | 0.7607 |
| No log | 3.7176 | 316 | 0.4956 | 0.5739 | 0.4956 | 0.7040 |
| No log | 3.7412 | 318 | 0.5026 | 0.5739 | 0.5026 | 0.7089 |
| No log | 3.7647 | 320 | 0.5679 | 0.5505 | 0.5679 | 0.7536 |
| No log | 3.7882 | 322 | 0.6637 | 0.5415 | 0.6637 | 0.8147 |
| No log | 3.8118 | 324 | 0.6740 | 0.4425 | 0.6740 | 0.8210 |
| No log | 3.8353 | 326 | 0.6230 | 0.5505 | 0.6230 | 0.7893 |
| No log | 3.8588 | 328 | 0.5308 | 0.5505 | 0.5308 | 0.7285 |
| No log | 3.8824 | 330 | 0.4786 | 0.5333 | 0.4786 | 0.6918 |
| No log | 3.9059 | 332 | 0.4660 | 0.4928 | 0.4660 | 0.6826 |
| No log | 3.9294 | 334 | 0.4878 | 0.5505 | 0.4878 | 0.6984 |
| No log | 3.9529 | 336 | 0.5089 | 0.5415 | 0.5089 | 0.7133 |
| No log | 3.9765 | 338 | 0.5306 | 0.5415 | 0.5306 | 0.7285 |
| No log | 4.0 | 340 | 0.5086 | 0.5917 | 0.5086 | 0.7132 |
| No log | 4.0235 | 342 | 0.4614 | 0.5882 | 0.4614 | 0.6793 |
| No log | 4.0471 | 344 | 0.4495 | 0.5643 | 0.4495 | 0.6704 |
| No log | 4.0706 | 346 | 0.4815 | 0.6345 | 0.4815 | 0.6939 |
| No log | 4.0941 | 348 | 0.4860 | 0.6723 | 0.4860 | 0.6972 |
| No log | 4.1176 | 350 | 0.4788 | 0.6723 | 0.4788 | 0.6920 |
| No log | 4.1412 | 352 | 0.4534 | 0.6723 | 0.4534 | 0.6734 |
| No log | 4.1647 | 354 | 0.4124 | 0.6441 | 0.4124 | 0.6422 |
| No log | 4.1882 | 356 | 0.4094 | 0.5956 | 0.4094 | 0.6398 |
| No log | 4.2118 | 358 | 0.4429 | 0.6557 | 0.4429 | 0.6655 |
| No log | 4.2353 | 360 | 0.5258 | 0.7549 | 0.5258 | 0.7251 |
| No log | 4.2588 | 362 | 0.6569 | 0.6260 | 0.6569 | 0.8105 |
| No log | 4.2824 | 364 | 0.6852 | 0.5641 | 0.6852 | 0.8278 |
| No log | 4.3059 | 366 | 0.6123 | 0.6375 | 0.6123 | 0.7825 |
| No log | 4.3294 | 368 | 0.5131 | 0.6345 | 0.5131 | 0.7163 |
| No log | 4.3529 | 370 | 0.4911 | 0.6345 | 0.4911 | 0.7008 |
| No log | 4.3765 | 372 | 0.4622 | 0.6345 | 0.4622 | 0.6798 |
| No log | 4.4 | 374 | 0.4908 | 0.6693 | 0.4908 | 0.7006 |
| No log | 4.4235 | 376 | 0.4893 | 0.7549 | 0.4893 | 0.6995 |
| No log | 4.4471 | 378 | 0.4490 | 0.7846 | 0.4490 | 0.6701 |
| No log | 4.4706 | 380 | 0.4420 | 0.7319 | 0.4420 | 0.6648 |
| No log | 4.4941 | 382 | 0.4975 | 0.7244 | 0.4975 | 0.7053 |
| No log | 4.5176 | 384 | 0.5390 | 0.6375 | 0.5390 | 0.7342 |
| No log | 4.5412 | 386 | 0.5139 | 0.7244 | 0.5139 | 0.7169 |
| No log | 4.5647 | 388 | 0.4757 | 0.7549 | 0.4757 | 0.6897 |
| No log | 4.5882 | 390 | 0.4516 | 0.7605 | 0.4516 | 0.6720 |
| No log | 4.6118 | 392 | 0.4532 | 0.6345 | 0.4532 | 0.6732 |
| No log | 4.6353 | 394 | 0.4554 | 0.7605 | 0.4554 | 0.6748 |
| No log | 4.6588 | 396 | 0.4641 | 0.7244 | 0.4641 | 0.6813 |
| No log | 4.6824 | 398 | 0.4545 | 0.7244 | 0.4545 | 0.6742 |
| No log | 4.7059 | 400 | 0.3976 | 0.6983 | 0.3976 | 0.6306 |
| No log | 4.7294 | 402 | 0.3617 | 0.6516 | 0.3617 | 0.6014 |
| No log | 4.7529 | 404 | 0.3530 | 0.6500 | 0.3530 | 0.5941 |
| No log | 4.7765 | 406 | 0.3592 | 0.6500 | 0.3592 | 0.5994 |
| No log | 4.8 | 408 | 0.3521 | 0.6392 | 0.3521 | 0.5934 |
| No log | 4.8235 | 410 | 0.3738 | 0.7386 | 0.3738 | 0.6114 |
| No log | 4.8471 | 412 | 0.4259 | 0.7605 | 0.4259 | 0.6526 |
| No log | 4.8706 | 414 | 0.4462 | 0.7605 | 0.4462 | 0.6680 |
| No log | 4.8941 | 416 | 0.4632 | 0.6769 | 0.4632 | 0.6806 |
| No log | 4.9176 | 418 | 0.4803 | 0.6769 | 0.4803 | 0.6930 |
| No log | 4.9412 | 420 | 0.4808 | 0.6540 | 0.4808 | 0.6934 |
| No log | 4.9647 | 422 | 0.5044 | 0.6540 | 0.5044 | 0.7102 |
| No log | 4.9882 | 424 | 0.5208 | 0.6769 | 0.5208 | 0.7217 |
| No log | 5.0118 | 426 | 0.5243 | 0.6769 | 0.5243 | 0.7241 |
| No log | 5.0353 | 428 | 0.5793 | 0.6693 | 0.5793 | 0.7611 |
| No log | 5.0588 | 430 | 0.6126 | 0.6375 | 0.6126 | 0.7827 |
| No log | 5.0824 | 432 | 0.6270 | 0.6375 | 0.6270 | 0.7918 |
| No log | 5.1059 | 434 | 0.5783 | 0.6693 | 0.5783 | 0.7604 |
| No log | 5.1294 | 436 | 0.4889 | 0.6540 | 0.4889 | 0.6992 |
| No log | 5.1529 | 438 | 0.4494 | 0.5882 | 0.4494 | 0.6704 |
| No log | 5.1765 | 440 | 0.4599 | 0.6540 | 0.4599 | 0.6781 |
| No log | 5.2 | 442 | 0.5421 | 0.6693 | 0.5421 | 0.7363 |
| No log | 5.2235 | 444 | 0.6061 | 0.6375 | 0.6061 | 0.7785 |
| No log | 5.2471 | 446 | 0.5762 | 0.6375 | 0.5762 | 0.7590 |
| No log | 5.2706 | 448 | 0.5265 | 0.6693 | 0.5265 | 0.7256 |
| No log | 5.2941 | 450 | 0.4893 | 0.6693 | 0.4893 | 0.6995 |
| No log | 5.3176 | 452 | 0.4991 | 0.6375 | 0.4991 | 0.7064 |
| No log | 5.3412 | 454 | 0.4929 | 0.6375 | 0.4929 | 0.7021 |
| No log | 5.3647 | 456 | 0.4830 | 0.6375 | 0.4830 | 0.6950 |
| No log | 5.3882 | 458 | 0.4746 | 0.6375 | 0.4746 | 0.6889 |
| No log | 5.4118 | 460 | 0.4592 | 0.6693 | 0.4592 | 0.6776 |
| No log | 5.4353 | 462 | 0.4558 | 0.6693 | 0.4558 | 0.6751 |
| No log | 5.4588 | 464 | 0.4697 | 0.6693 | 0.4697 | 0.6853 |
| No log | 5.4824 | 466 | 0.5348 | 0.6693 | 0.5348 | 0.7313 |
| No log | 5.5059 | 468 | 0.6252 | 0.5725 | 0.6252 | 0.7907 |
| No log | 5.5294 | 470 | 0.6154 | 0.5725 | 0.6154 | 0.7845 |
| No log | 5.5529 | 472 | 0.5607 | 0.6693 | 0.5607 | 0.7488 |
| No log | 5.5765 | 474 | 0.4902 | 0.7549 | 0.4902 | 0.7002 |
| No log | 5.6 | 476 | 0.4960 | 0.7549 | 0.4960 | 0.7043 |
| No log | 5.6235 | 478 | 0.4710 | 0.7549 | 0.4710 | 0.6863 |
| No log | 5.6471 | 480 | 0.4549 | 0.7846 | 0.4549 | 0.6745 |
| No log | 5.6706 | 482 | 0.4402 | 0.7470 | 0.4402 | 0.6635 |
| No log | 5.6941 | 484 | 0.4618 | 0.7470 | 0.4618 | 0.6796 |
| No log | 5.7176 | 486 | 0.5199 | 0.6375 | 0.5199 | 0.7210 |
| No log | 5.7412 | 488 | 0.6100 | 0.5725 | 0.6100 | 0.7810 |
| No log | 5.7647 | 490 | 0.6411 | 0.5725 | 0.6411 | 0.8007 |
| No log | 5.7882 | 492 | 0.6734 | 0.5725 | 0.6734 | 0.8206 |
| No log | 5.8118 | 494 | 0.6345 | 0.5725 | 0.6345 | 0.7965 |
| No log | 5.8353 | 496 | 0.5742 | 0.6693 | 0.5742 | 0.7578 |
| No log | 5.8588 | 498 | 0.4999 | 0.6693 | 0.4999 | 0.7071 |
| 0.269 | 5.8824 | 500 | 0.4545 | 0.7004 | 0.4545 | 0.6742 |
| 0.269 | 5.9059 | 502 | 0.4533 | 0.7004 | 0.4533 | 0.6733 |
| 0.269 | 5.9294 | 504 | 0.4504 | 0.7549 | 0.4504 | 0.6711 |
| 0.269 | 5.9529 | 506 | 0.4449 | 0.7244 | 0.4449 | 0.6670 |
| 0.269 | 5.9765 | 508 | 0.4299 | 0.7244 | 0.4299 | 0.6556 |
| 0.269 | 6.0 | 510 | 0.4803 | 0.7244 | 0.4803 | 0.6930 |
| 0.269 | 6.0235 | 512 | 0.5024 | 0.6375 | 0.5024 | 0.7088 |
| 0.269 | 6.0471 | 514 | 0.4850 | 0.6375 | 0.4850 | 0.6964 |
| 0.269 | 6.0706 | 516 | 0.4460 | 0.6693 | 0.4460 | 0.6678 |
| 0.269 | 6.0941 | 518 | 0.4393 | 0.6693 | 0.4393 | 0.6628 |
| 0.269 | 6.1176 | 520 | 0.4557 | 0.6693 | 0.4557 | 0.6750 |
| 0.269 | 6.1412 | 522 | 0.4671 | 0.6693 | 0.4671 | 0.6834 |
| 0.269 | 6.1647 | 524 | 0.4940 | 0.6693 | 0.4940 | 0.7028 |
| 0.269 | 6.1882 | 526 | 0.5185 | 0.6693 | 0.5185 | 0.7201 |
| 0.269 | 6.2118 | 528 | 0.5519 | 0.6375 | 0.5519 | 0.7429 |
| 0.269 | 6.2353 | 530 | 0.5753 | 0.6566 | 0.5753 | 0.7585 |
| 0.269 | 6.2588 | 532 | 0.5704 | 0.6566 | 0.5704 | 0.7552 |
| 0.269 | 6.2824 | 534 | 0.5899 | 0.6566 | 0.5899 | 0.7680 |
| 0.269 | 6.3059 | 536 | 0.5802 | 0.6566 | 0.5802 | 0.7617 |
| 0.269 | 6.3294 | 538 | 0.5239 | 0.7244 | 0.5239 | 0.7238 |
| 0.269 | 6.3529 | 540 | 0.4747 | 0.7549 | 0.4747 | 0.6890 |
| 0.269 | 6.3765 | 542 | 0.4568 | 0.7549 | 0.4568 | 0.6759 |
| 0.269 | 6.4 | 544 | 0.4589 | 0.7549 | 0.4589 | 0.6775 |
| 0.269 | 6.4235 | 546 | 0.4704 | 0.7549 | 0.4704 | 0.6859 |
| 0.269 | 6.4471 | 548 | 0.5004 | 0.7244 | 0.5004 | 0.7074 |
| 0.269 | 6.4706 | 550 | 0.5394 | 0.6375 | 0.5394 | 0.7344 |
| 0.269 | 6.4941 | 552 | 0.6081 | 0.6375 | 0.6081 | 0.7798 |
| 0.269 | 6.5176 | 554 | 0.6360 | 0.5725 | 0.6360 | 0.7975 |
| 0.269 | 6.5412 | 556 | 0.6068 | 0.6375 | 0.6068 | 0.7790 |
| 0.269 | 6.5647 | 558 | 0.6028 | 0.6693 | 0.6028 | 0.7764 |
| 0.269 | 6.5882 | 560 | 0.5584 | 0.6693 | 0.5584 | 0.7473 |
| 0.269 | 6.6118 | 562 | 0.4797 | 0.6769 | 0.4797 | 0.6926 |
| 0.269 | 6.6353 | 564 | 0.4479 | 0.6431 | 0.4479 | 0.6693 |
| 0.269 | 6.6588 | 566 | 0.4576 | 0.6667 | 0.4576 | 0.6765 |
| 0.269 | 6.6824 | 568 | 0.4632 | 0.7154 | 0.4632 | 0.6806 |
| 0.269 | 6.7059 | 570 | 0.4678 | 0.7154 | 0.4678 | 0.6840 |
| 0.269 | 6.7294 | 572 | 0.5132 | 0.6693 | 0.5132 | 0.7164 |
| 0.269 | 6.7529 | 574 | 0.5913 | 0.6375 | 0.5913 | 0.7690 |
| 0.269 | 6.7765 | 576 | 0.6449 | 0.6375 | 0.6449 | 0.8031 |
| 0.269 | 6.8 | 578 | 0.6277 | 0.6375 | 0.6277 | 0.7923 |
| 0.269 | 6.8235 | 580 | 0.5594 | 0.6375 | 0.5594 | 0.7479 |
| 0.269 | 6.8471 | 582 | 0.4854 | 0.6693 | 0.4854 | 0.6967 |
| 0.269 | 6.8706 | 584 | 0.4117 | 0.7778 | 0.4117 | 0.6416 |
| 0.269 | 6.8941 | 586 | 0.3793 | 0.7034 | 0.3793 | 0.6159 |
| 0.269 | 6.9176 | 588 | 0.3709 | 0.7510 | 0.3709 | 0.6090 |
| 0.269 | 6.9412 | 590 | 0.3752 | 0.7348 | 0.3752 | 0.6126 |
| 0.269 | 6.9647 | 592 | 0.4066 | 0.7368 | 0.4066 | 0.6376 |
| 0.269 | 6.9882 | 594 | 0.4802 | 0.7846 | 0.4802 | 0.6930 |
| 0.269 | 7.0118 | 596 | 0.5495 | 0.7244 | 0.5495 | 0.7413 |
| 0.269 | 7.0353 | 598 | 0.5757 | 0.6566 | 0.5757 | 0.7587 |
| 0.269 | 7.0588 | 600 | 0.5473 | 0.7244 | 0.5473 | 0.7398 |
| 0.269 | 7.0824 | 602 | 0.5110 | 0.7244 | 0.5110 | 0.7148 |
| 0.269 | 7.1059 | 604 | 0.4807 | 0.7244 | 0.4807 | 0.6933 |
| 0.269 | 7.1294 | 606 | 0.4612 | 0.7244 | 0.4612 | 0.6791 |
| 0.269 | 7.1529 | 608 | 0.4639 | 0.6500 | 0.4639 | 0.6811 |
| 0.269 | 7.1765 | 610 | 0.4580 | 0.6500 | 0.4580 | 0.6768 |
| 0.269 | 7.2 | 612 | 0.4593 | 0.6831 | 0.4593 | 0.6777 |
| 0.269 | 7.2235 | 614 | 0.4579 | 0.6831 | 0.4579 | 0.6767 |
| 0.269 | 7.2471 | 616 | 0.4696 | 0.6693 | 0.4696 | 0.6853 |
| 0.269 | 7.2706 | 618 | 0.4678 | 0.6693 | 0.4678 | 0.6839 |
| 0.269 | 7.2941 | 620 | 0.4735 | 0.6693 | 0.4735 | 0.6881 |
| 0.269 | 7.3176 | 622 | 0.4929 | 0.6693 | 0.4929 | 0.7020 |
| 0.269 | 7.3412 | 624 | 0.5086 | 0.7549 | 0.5086 | 0.7132 |
| 0.269 | 7.3647 | 626 | 0.5388 | 0.7244 | 0.5388 | 0.7341 |
| 0.269 | 7.3882 | 628 | 0.5705 | 0.6566 | 0.5705 | 0.7553 |
| 0.269 | 7.4118 | 630 | 0.5502 | 0.6566 | 0.5502 | 0.7417 |
| 0.269 | 7.4353 | 632 | 0.4963 | 0.7244 | 0.4963 | 0.7045 |
| 0.269 | 7.4588 | 634 | 0.4778 | 0.7244 | 0.4778 | 0.6912 |
| 0.269 | 7.4824 | 636 | 0.4760 | 0.7244 | 0.4760 | 0.6899 |
| 0.269 | 7.5059 | 638 | 0.4508 | 0.7549 | 0.4508 | 0.6714 |
| 0.269 | 7.5294 | 640 | 0.4365 | 0.7549 | 0.4365 | 0.6607 |
| 0.269 | 7.5529 | 642 | 0.4524 | 0.7549 | 0.4524 | 0.6726 |
| 0.269 | 7.5765 | 644 | 0.4695 | 0.7549 | 0.4695 | 0.6852 |
| 0.269 | 7.6 | 646 | 0.4833 | 0.7244 | 0.4833 | 0.6952 |
| 0.269 | 7.6235 | 648 | 0.4892 | 0.7549 | 0.4892 | 0.6994 |
| 0.269 | 7.6471 | 650 | 0.5122 | 0.7549 | 0.5122 | 0.7157 |
| 0.269 | 7.6706 | 652 | 0.5035 | 0.7549 | 0.5035 | 0.7096 |
| 0.269 | 7.6941 | 654 | 0.4939 | 0.7549 | 0.4939 | 0.7028 |
| 0.269 | 7.7176 | 656 | 0.4883 | 0.7549 | 0.4883 | 0.6988 |
| 0.269 | 7.7412 | 658 | 0.4981 | 0.7549 | 0.4981 | 0.7058 |
| 0.269 | 7.7647 | 660 | 0.4952 | 0.6693 | 0.4952 | 0.7037 |
| 0.269 | 7.7882 | 662 | 0.4839 | 0.7549 | 0.4839 | 0.6956 |
| 0.269 | 7.8118 | 664 | 0.4903 | 0.7549 | 0.4903 | 0.7002 |
| 0.269 | 7.8353 | 666 | 0.5101 | 0.7549 | 0.5101 | 0.7142 |
| 0.269 | 7.8588 | 668 | 0.5526 | 0.7244 | 0.5526 | 0.7434 |
| 0.269 | 7.8824 | 670 | 0.5766 | 0.6566 | 0.5766 | 0.7593 |
| 0.269 | 7.9059 | 672 | 0.5671 | 0.6566 | 0.5671 | 0.7531 |
| 0.269 | 7.9294 | 674 | 0.5281 | 0.6566 | 0.5281 | 0.7267 |
| 0.269 | 7.9529 | 676 | 0.4784 | 0.7244 | 0.4784 | 0.6917 |
| 0.269 | 7.9765 | 678 | 0.4330 | 0.7244 | 0.4330 | 0.6580 |
| 0.269 | 8.0 | 680 | 0.4102 | 0.7244 | 0.4102 | 0.6404 |
| 0.269 | 8.0235 | 682 | 0.4174 | 0.7244 | 0.4174 | 0.6461 |
| 0.269 | 8.0471 | 684 | 0.4443 | 0.7244 | 0.4443 | 0.6665 |
| 0.269 | 8.0706 | 686 | 0.4748 | 0.7244 | 0.4748 | 0.6890 |
| 0.269 | 8.0941 | 688 | 0.4946 | 0.7244 | 0.4946 | 0.7033 |
| 0.269 | 8.1176 | 690 | 0.5082 | 0.7244 | 0.5082 | 0.7129 |
| 0.269 | 8.1412 | 692 | 0.5299 | 0.6375 | 0.5299 | 0.7280 |
| 0.269 | 8.1647 | 694 | 0.5241 | 0.6375 | 0.5241 | 0.7240 |
| 0.269 | 8.1882 | 696 | 0.5070 | 0.6375 | 0.5070 | 0.7121 |
| 0.269 | 8.2118 | 698 | 0.4805 | 0.6693 | 0.4805 | 0.6932 |
| 0.269 | 8.2353 | 700 | 0.4615 | 0.6693 | 0.4615 | 0.6793 |
| 0.269 | 8.2588 | 702 | 0.4570 | 0.7004 | 0.4570 | 0.6760 |
| 0.269 | 8.2824 | 704 | 0.4749 | 0.6693 | 0.4749 | 0.6892 |
| 0.269 | 8.3059 | 706 | 0.5131 | 0.6375 | 0.5131 | 0.7163 |
| 0.269 | 8.3294 | 708 | 0.5486 | 0.6375 | 0.5486 | 0.7407 |
| 0.269 | 8.3529 | 710 | 0.5586 | 0.6375 | 0.5586 | 0.7474 |
| 0.269 | 8.3765 | 712 | 0.5493 | 0.6375 | 0.5493 | 0.7411 |
| 0.269 | 8.4 | 714 | 0.5248 | 0.6375 | 0.5248 | 0.7244 |
| 0.269 | 8.4235 | 716 | 0.5069 | 0.6693 | 0.5069 | 0.7120 |
| 0.269 | 8.4471 | 718 | 0.4929 | 0.6693 | 0.4929 | 0.7020 |
| 0.269 | 8.4706 | 720 | 0.4922 | 0.6693 | 0.4922 | 0.7016 |
| 0.269 | 8.4941 | 722 | 0.5047 | 0.6375 | 0.5047 | 0.7104 |
| 0.269 | 8.5176 | 724 | 0.5333 | 0.6375 | 0.5333 | 0.7303 |
| 0.269 | 8.5412 | 726 | 0.5646 | 0.6375 | 0.5646 | 0.7514 |
| 0.269 | 8.5647 | 728 | 0.5817 | 0.6375 | 0.5817 | 0.7627 |
| 0.269 | 8.5882 | 730 | 0.5862 | 0.6375 | 0.5862 | 0.7656 |
| 0.269 | 8.6118 | 732 | 0.5651 | 0.6375 | 0.5651 | 0.7518 |
| 0.269 | 8.6353 | 734 | 0.5379 | 0.6375 | 0.5379 | 0.7334 |
| 0.269 | 8.6588 | 736 | 0.5181 | 0.7244 | 0.5181 | 0.7198 |
| 0.269 | 8.6824 | 738 | 0.4907 | 0.7244 | 0.4907 | 0.7005 |
| 0.269 | 8.7059 | 740 | 0.4780 | 0.7244 | 0.4780 | 0.6914 |
| 0.269 | 8.7294 | 742 | 0.4637 | 0.7244 | 0.4637 | 0.6809 |
| 0.269 | 8.7529 | 744 | 0.4585 | 0.7549 | 0.4585 | 0.6771 |
| 0.269 | 8.7765 | 746 | 0.4581 | 0.7549 | 0.4581 | 0.6768 |
| 0.269 | 8.8 | 748 | 0.4552 | 0.7549 | 0.4552 | 0.6747 |
| 0.269 | 8.8235 | 750 | 0.4547 | 0.7549 | 0.4547 | 0.6743 |
| 0.269 | 8.8471 | 752 | 0.4645 | 0.7549 | 0.4645 | 0.6816 |
| 0.269 | 8.8706 | 754 | 0.4813 | 0.7244 | 0.4813 | 0.6938 |
| 0.269 | 8.8941 | 756 | 0.5017 | 0.7244 | 0.5017 | 0.7083 |
| 0.269 | 8.9176 | 758 | 0.5129 | 0.7244 | 0.5129 | 0.7162 |
| 0.269 | 8.9412 | 760 | 0.5138 | 0.7244 | 0.5138 | 0.7168 |
| 0.269 | 8.9647 | 762 | 0.5205 | 0.7244 | 0.5205 | 0.7215 |
| 0.269 | 8.9882 | 764 | 0.5288 | 0.7244 | 0.5288 | 0.7272 |
| 0.269 | 9.0118 | 766 | 0.5421 | 0.7244 | 0.5421 | 0.7363 |
| 0.269 | 9.0353 | 768 | 0.5495 | 0.7244 | 0.5495 | 0.7413 |
| 0.269 | 9.0588 | 770 | 0.5419 | 0.7244 | 0.5419 | 0.7361 |
| 0.269 | 9.0824 | 772 | 0.5277 | 0.7244 | 0.5277 | 0.7264 |
| 0.269 | 9.1059 | 774 | 0.5156 | 0.7244 | 0.5156 | 0.7181 |
| 0.269 | 9.1294 | 776 | 0.5130 | 0.7244 | 0.5130 | 0.7162 |
| 0.269 | 9.1529 | 778 | 0.5167 | 0.7244 | 0.5167 | 0.7188 |
| 0.269 | 9.1765 | 780 | 0.5159 | 0.7244 | 0.5159 | 0.7182 |
| 0.269 | 9.2 | 782 | 0.5108 | 0.7244 | 0.5108 | 0.7147 |
| 0.269 | 9.2235 | 784 | 0.5078 | 0.7549 | 0.5078 | 0.7126 |
| 0.269 | 9.2471 | 786 | 0.5085 | 0.7549 | 0.5085 | 0.7131 |
| 0.269 | 9.2706 | 788 | 0.5105 | 0.7549 | 0.5105 | 0.7145 |
| 0.269 | 9.2941 | 790 | 0.5130 | 0.7549 | 0.5130 | 0.7162 |
| 0.269 | 9.3176 | 792 | 0.5088 | 0.7549 | 0.5088 | 0.7133 |
| 0.269 | 9.3412 | 794 | 0.5082 | 0.7549 | 0.5082 | 0.7129 |
| 0.269 | 9.3647 | 796 | 0.5115 | 0.7244 | 0.5115 | 0.7152 |
| 0.269 | 9.3882 | 798 | 0.5123 | 0.7244 | 0.5123 | 0.7157 |
| 0.269 | 9.4118 | 800 | 0.5165 | 0.7244 | 0.5165 | 0.7187 |
| 0.269 | 9.4353 | 802 | 0.5170 | 0.7244 | 0.5170 | 0.7190 |
| 0.269 | 9.4588 | 804 | 0.5179 | 0.7244 | 0.5179 | 0.7197 |
| 0.269 | 9.4824 | 806 | 0.5246 | 0.7244 | 0.5246 | 0.7243 |
| 0.269 | 9.5059 | 808 | 0.5254 | 0.7244 | 0.5254 | 0.7249 |
| 0.269 | 9.5294 | 810 | 0.5239 | 0.7244 | 0.5239 | 0.7238 |
| 0.269 | 9.5529 | 812 | 0.5249 | 0.7244 | 0.5249 | 0.7245 |
| 0.269 | 9.5765 | 814 | 0.5246 | 0.7244 | 0.5246 | 0.7243 |
| 0.269 | 9.6 | 816 | 0.5268 | 0.7244 | 0.5268 | 0.7258 |
| 0.269 | 9.6235 | 818 | 0.5311 | 0.6375 | 0.5311 | 0.7288 |
| 0.269 | 9.6471 | 820 | 0.5358 | 0.6375 | 0.5358 | 0.7320 |
| 0.269 | 9.6706 | 822 | 0.5355 | 0.6375 | 0.5355 | 0.7318 |
| 0.269 | 9.6941 | 824 | 0.5316 | 0.6375 | 0.5316 | 0.7291 |
| 0.269 | 9.7176 | 826 | 0.5290 | 0.6375 | 0.5290 | 0.7273 |
| 0.269 | 9.7412 | 828 | 0.5270 | 0.6375 | 0.5270 | 0.7260 |
| 0.269 | 9.7647 | 830 | 0.5243 | 0.6375 | 0.5243 | 0.7241 |
| 0.269 | 9.7882 | 832 | 0.5209 | 0.6375 | 0.5209 | 0.7217 |
| 0.269 | 9.8118 | 834 | 0.5183 | 0.6375 | 0.5183 | 0.7199 |
| 0.269 | 9.8353 | 836 | 0.5164 | 0.6375 | 0.5164 | 0.7186 |
| 0.269 | 9.8588 | 838 | 0.5144 | 0.6375 | 0.5144 | 0.7172 |
| 0.269 | 9.8824 | 840 | 0.5139 | 0.6375 | 0.5139 | 0.7169 |
| 0.269 | 9.9059 | 842 | 0.5145 | 0.6375 | 0.5145 | 0.7173 |
| 0.269 | 9.9294 | 844 | 0.5156 | 0.6375 | 0.5156 | 0.7181 |
| 0.269 | 9.9529 | 846 | 0.5167 | 0.6375 | 0.5167 | 0.7189 |
| 0.269 | 9.9765 | 848 | 0.5173 | 0.6375 | 0.5173 | 0.7192 |
| 0.269 | 10.0 | 850 | 0.5173 | 0.6375 | 0.5173 | 0.7192 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|