--- library_name: transformers base_model: aubmindlab/bert-base-arabertv02 tags: - generated_from_trainer model-index: - name: Arabic_FineTuningAraBERT_AugV4_k2_task1_organization_fold1 results: [] --- # Arabic_FineTuningAraBERT_AugV4_k2_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: 0.6295 - Qwk: 0.7853 - Mse: 0.6295 - Rmse: 0.7934 ## 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 | 0.0328 | 2 | 2.9853 | 0.0162 | 2.9853 | 1.7278 | | No log | 0.0656 | 4 | 1.8248 | 0.0398 | 1.8248 | 1.3508 | | No log | 0.0984 | 6 | 1.1350 | -0.0448 | 1.1350 | 1.0653 | | No log | 0.1311 | 8 | 0.7698 | 0.2009 | 0.7698 | 0.8774 | | No log | 0.1639 | 10 | 0.7870 | 0.5625 | 0.7870 | 0.8871 | | No log | 0.1967 | 12 | 0.7479 | 0.5333 | 0.7479 | 0.8648 | | No log | 0.2295 | 14 | 0.7392 | 0.5625 | 0.7392 | 0.8597 | | No log | 0.2623 | 16 | 0.8045 | 0.6237 | 0.8045 | 0.8969 | | No log | 0.2951 | 18 | 0.5964 | 0.4776 | 0.5964 | 0.7723 | | No log | 0.3279 | 20 | 0.5325 | 0.4251 | 0.5325 | 0.7298 | | No log | 0.3607 | 22 | 0.6515 | 0.5435 | 0.6515 | 0.8072 | | No log | 0.3934 | 24 | 0.9643 | 0.4940 | 0.9643 | 0.9820 | | No log | 0.4262 | 26 | 1.3324 | 0.4560 | 1.3324 | 1.1543 | | No log | 0.4590 | 28 | 1.1402 | 0.4286 | 1.1402 | 1.0678 | | No log | 0.4918 | 30 | 0.5148 | 0.6419 | 0.5148 | 0.7175 | | No log | 0.5246 | 32 | 0.4997 | 0.4878 | 0.4997 | 0.7069 | | No log | 0.5574 | 34 | 0.4645 | 0.5267 | 0.4645 | 0.6815 | | No log | 0.5902 | 36 | 0.5464 | 0.5051 | 0.5464 | 0.7392 | | No log | 0.6230 | 38 | 0.8865 | 0.5930 | 0.8865 | 0.9415 | | No log | 0.6557 | 40 | 0.9210 | 0.5444 | 0.9210 | 0.9597 | | No log | 0.6885 | 42 | 0.7804 | 0.56 | 0.7804 | 0.8834 | | No log | 0.7213 | 44 | 0.5783 | 0.5051 | 0.5783 | 0.7604 | | No log | 0.7541 | 46 | 0.5713 | 0.5767 | 0.5713 | 0.7559 | | No log | 0.7869 | 48 | 0.6810 | 0.4972 | 0.6810 | 0.8252 | | No log | 0.8197 | 50 | 0.9239 | 0.5444 | 0.9239 | 0.9612 | | No log | 0.8525 | 52 | 1.1282 | 0.4928 | 1.1282 | 1.0622 | | No log | 0.8852 | 54 | 0.9613 | 0.6516 | 0.9613 | 0.9804 | | No log | 0.9180 | 56 | 0.8232 | 0.6578 | 0.8232 | 0.9073 | | No log | 0.9508 | 58 | 0.5109 | 0.5172 | 0.5109 | 0.7147 | | No log | 0.9836 | 60 | 0.5462 | 0.5524 | 0.5462 | 0.7390 | | No log | 1.0164 | 62 | 0.6688 | 0.5224 | 0.6688 | 0.8178 | | No log | 1.0492 | 64 | 0.4696 | 0.6228 | 0.4696 | 0.6853 | | No log | 1.0820 | 66 | 0.6338 | 0.6160 | 0.6338 | 0.7961 | | No log | 1.1148 | 68 | 0.9894 | 0.7368 | 0.9894 | 0.9947 | | No log | 1.1475 | 70 | 0.9964 | 0.7368 | 0.9964 | 0.9982 | | No log | 1.1803 | 72 | 0.8761 | 0.5586 | 0.8761 | 0.9360 | | No log | 1.2131 | 74 | 0.6508 | 0.6419 | 0.6508 | 0.8067 | | No log | 1.2459 | 76 | 0.5969 | 0.5249 | 0.5969 | 0.7726 | | No log | 1.2787 | 78 | 0.5614 | 0.5882 | 0.5614 | 0.7493 | | No log | 1.3115 | 80 | 0.6076 | 0.5882 | 0.6076 | 0.7795 | | No log | 1.3443 | 82 | 0.7124 | 0.6375 | 0.7124 | 0.8440 | | No log | 1.3770 | 84 | 0.6798 | 0.6375 | 0.6798 | 0.8245 | | No log | 1.4098 | 86 | 0.6025 | 0.6209 | 0.6025 | 0.7762 | | No log | 1.4426 | 88 | 0.6167 | 0.6209 | 0.6167 | 0.7853 | | No log | 1.4754 | 90 | 0.6997 | 0.6375 | 0.6997 | 0.8365 | | No log | 1.5082 | 92 | 0.9169 | 0.6244 | 0.9169 | 0.9575 | | No log | 1.5410 | 94 | 1.0666 | 0.4324 | 1.0666 | 1.0328 | | No log | 1.5738 | 96 | 0.9853 | 0.4787 | 0.9853 | 0.9926 | | No log | 1.6066 | 98 | 0.7919 | 0.5806 | 0.7919 | 0.8899 | | No log | 1.6393 | 100 | 0.5909 | 0.5000 | 0.5909 | 0.7687 | | No log | 1.6721 | 102 | 0.4942 | 0.5659 | 0.4942 | 0.7030 | | No log | 1.7049 | 104 | 0.4893 | 0.5758 | 0.4893 | 0.6995 | | No log | 1.7377 | 106 | 0.4794 | 0.5659 | 0.4794 | 0.6924 | | No log | 1.7705 | 108 | 0.6436 | 0.6142 | 0.6436 | 0.8022 | | No log | 1.8033 | 110 | 0.8995 | 0.5789 | 0.8995 | 0.9484 | | No log | 1.8361 | 112 | 1.1165 | 0.6255 | 1.1165 | 1.0567 | | No log | 1.8689 | 114 | 0.9947 | 0.6290 | 0.9947 | 0.9974 | | No log | 1.9016 | 116 | 0.7021 | 0.7048 | 0.7021 | 0.8379 | | No log | 1.9344 | 118 | 0.5857 | 0.6755 | 0.5857 | 0.7653 | | No log | 1.9672 | 120 | 0.5400 | 0.6392 | 0.5400 | 0.7348 | | No log | 2.0 | 122 | 0.6076 | 0.7948 | 0.6076 | 0.7795 | | No log | 2.0328 | 124 | 0.6114 | 0.7240 | 0.6114 | 0.7819 | | No log | 2.0656 | 126 | 0.4548 | 0.7220 | 0.4548 | 0.6744 | | No log | 2.0984 | 128 | 0.4054 | 0.5977 | 0.4054 | 0.6367 | | No log | 2.1311 | 130 | 0.4112 | 0.6842 | 0.4112 | 0.6412 | | No log | 2.1639 | 132 | 0.5051 | 0.6866 | 0.5051 | 0.7107 | | No log | 2.1967 | 134 | 0.5804 | 0.6977 | 0.5804 | 0.7618 | | No log | 2.2295 | 136 | 0.8923 | 0.7336 | 0.8923 | 0.9446 | | No log | 2.2623 | 138 | 0.9691 | 0.7336 | 0.9691 | 0.9844 | | No log | 2.2951 | 140 | 0.7198 | 0.7660 | 0.7198 | 0.8484 | | No log | 2.3279 | 142 | 0.5497 | 0.6120 | 0.5497 | 0.7414 | | No log | 2.3607 | 144 | 0.5435 | 0.6120 | 0.5435 | 0.7373 | | No log | 2.3934 | 146 | 0.5864 | 0.7705 | 0.5864 | 0.7658 | | No log | 2.4262 | 148 | 0.7011 | 0.7660 | 0.7011 | 0.8373 | | No log | 2.4590 | 150 | 0.7394 | 0.7423 | 0.7394 | 0.8599 | | No log | 2.4918 | 152 | 0.6681 | 0.7660 | 0.6681 | 0.8174 | | No log | 2.5246 | 154 | 0.7074 | 0.7390 | 0.7074 | 0.8411 | | No log | 2.5574 | 156 | 0.7161 | 0.7390 | 0.7161 | 0.8462 | | No log | 2.5902 | 158 | 0.7172 | 0.7535 | 0.7172 | 0.8469 | | No log | 2.6230 | 160 | 0.7751 | 0.7260 | 0.7751 | 0.8804 | | No log | 2.6557 | 162 | 0.7207 | 0.7260 | 0.7207 | 0.8489 | | No log | 2.6885 | 164 | 0.5841 | 0.7290 | 0.5841 | 0.7642 | | No log | 2.7213 | 166 | 0.5031 | 0.6744 | 0.5031 | 0.7093 | | No log | 2.7541 | 168 | 0.5072 | 0.6744 | 0.5072 | 0.7122 | | No log | 2.7869 | 170 | 0.5150 | 0.6426 | 0.5150 | 0.7176 | | No log | 2.8197 | 172 | 0.5184 | 0.6744 | 0.5184 | 0.7200 | | No log | 2.8525 | 174 | 0.6507 | 0.7692 | 0.6507 | 0.8066 | | No log | 2.8852 | 176 | 0.8258 | 0.6851 | 0.8258 | 0.9088 | | No log | 2.9180 | 178 | 0.7666 | 0.6978 | 0.7666 | 0.8756 | | No log | 2.9508 | 180 | 0.7073 | 0.7407 | 0.7073 | 0.8410 | | No log | 2.9836 | 182 | 0.5460 | 0.5914 | 0.5460 | 0.7389 | | No log | 3.0164 | 184 | 0.4783 | 0.4936 | 0.4783 | 0.6916 | | No log | 3.0492 | 186 | 0.4813 | 0.5914 | 0.4813 | 0.6937 | | No log | 3.0820 | 188 | 0.4742 | 0.6423 | 0.4742 | 0.6886 | | No log | 3.1148 | 190 | 0.5596 | 0.6580 | 0.5596 | 0.7481 | | No log | 3.1475 | 192 | 0.6937 | 0.7111 | 0.6937 | 0.8329 | | No log | 3.1803 | 194 | 0.8550 | 0.7336 | 0.8550 | 0.9247 | | No log | 3.2131 | 196 | 0.8812 | 0.7552 | 0.8812 | 0.9387 | | No log | 3.2459 | 198 | 0.7880 | 0.7336 | 0.7880 | 0.8877 | | No log | 3.2787 | 200 | 0.5960 | 0.6028 | 0.5960 | 0.7720 | | No log | 3.3115 | 202 | 0.5371 | 0.6111 | 0.5371 | 0.7329 | | No log | 3.3443 | 204 | 0.5572 | 0.6488 | 0.5572 | 0.7464 | | No log | 3.3770 | 206 | 0.6643 | 0.7660 | 0.6643 | 0.8150 | | No log | 3.4098 | 208 | 0.7965 | 0.7712 | 0.7965 | 0.8925 | | No log | 3.4426 | 210 | 0.7372 | 0.7961 | 0.7372 | 0.8586 | | No log | 3.4754 | 212 | 0.5720 | 0.7358 | 0.5720 | 0.7563 | | No log | 3.5082 | 214 | 0.4918 | 0.7036 | 0.4918 | 0.7013 | | No log | 3.5410 | 216 | 0.4924 | 0.7036 | 0.4924 | 0.7017 | | No log | 3.5738 | 218 | 0.4667 | 0.7036 | 0.4667 | 0.6831 | | No log | 3.6066 | 220 | 0.4806 | 0.7036 | 0.4806 | 0.6933 | | No log | 3.6393 | 222 | 0.4662 | 0.7036 | 0.4662 | 0.6828 | | No log | 3.6721 | 224 | 0.4550 | 0.6597 | 0.4550 | 0.6745 | | No log | 3.7049 | 226 | 0.4980 | 0.6387 | 0.4980 | 0.7057 | | No log | 3.7377 | 228 | 0.5937 | 0.7358 | 0.5937 | 0.7705 | | No log | 3.7705 | 230 | 0.6906 | 0.7660 | 0.6906 | 0.8310 | | No log | 3.8033 | 232 | 0.6775 | 0.7660 | 0.6775 | 0.8231 | | No log | 3.8361 | 234 | 0.6712 | 0.7660 | 0.6712 | 0.8193 | | No log | 3.8689 | 236 | 0.6741 | 0.7660 | 0.6741 | 0.8211 | | No log | 3.9016 | 238 | 0.7698 | 0.7336 | 0.7698 | 0.8774 | | No log | 3.9344 | 240 | 0.7350 | 0.6691 | 0.7350 | 0.8573 | | No log | 3.9672 | 242 | 0.5885 | 0.6932 | 0.5885 | 0.7672 | | No log | 4.0 | 244 | 0.4615 | 0.6316 | 0.4615 | 0.6793 | | No log | 4.0328 | 246 | 0.4310 | 0.6097 | 0.4310 | 0.6565 | | No log | 4.0656 | 248 | 0.4498 | 0.6097 | 0.4498 | 0.6707 | | No log | 4.0984 | 250 | 0.5190 | 0.7298 | 0.5190 | 0.7204 | | No log | 4.1311 | 252 | 0.6948 | 0.7308 | 0.6948 | 0.8335 | | No log | 4.1639 | 254 | 0.8024 | 0.7308 | 0.8024 | 0.8958 | | No log | 4.1967 | 256 | 0.8300 | 0.7308 | 0.8300 | 0.9110 | | No log | 4.2295 | 258 | 0.7374 | 0.7660 | 0.7374 | 0.8587 | | No log | 4.2623 | 260 | 0.5950 | 0.6182 | 0.5950 | 0.7713 | | No log | 4.2951 | 262 | 0.5481 | 0.5692 | 0.5481 | 0.7403 | | No log | 4.3279 | 264 | 0.5302 | 0.6067 | 0.5302 | 0.7282 | | No log | 4.3607 | 266 | 0.5516 | 0.6899 | 0.5516 | 0.7427 | | No log | 4.3934 | 268 | 0.6537 | 0.7358 | 0.6537 | 0.8085 | | No log | 4.4262 | 270 | 0.8451 | 0.7255 | 0.8451 | 0.9193 | | No log | 4.4590 | 272 | 0.8501 | 0.7063 | 0.8501 | 0.9220 | | No log | 4.4918 | 274 | 0.6752 | 0.7697 | 0.6752 | 0.8217 | | No log | 4.5246 | 276 | 0.5061 | 0.7298 | 0.5061 | 0.7114 | | No log | 4.5574 | 278 | 0.4724 | 0.7298 | 0.4724 | 0.6873 | | No log | 4.5902 | 280 | 0.4389 | 0.7298 | 0.4389 | 0.6625 | | No log | 4.6230 | 282 | 0.4827 | 0.7298 | 0.4827 | 0.6948 | | No log | 4.6557 | 284 | 0.6064 | 0.7805 | 0.6064 | 0.7787 | | No log | 4.6885 | 286 | 0.7938 | 0.7667 | 0.7938 | 0.8910 | | No log | 4.7213 | 288 | 0.7934 | 0.7667 | 0.7934 | 0.8907 | | No log | 4.7541 | 290 | 0.6361 | 0.7853 | 0.6361 | 0.7976 | | No log | 4.7869 | 292 | 0.4802 | 0.6839 | 0.4802 | 0.6929 | | No log | 4.8197 | 294 | 0.4433 | 0.7342 | 0.4433 | 0.6658 | | No log | 4.8525 | 296 | 0.4713 | 0.6839 | 0.4713 | 0.6865 | | No log | 4.8852 | 298 | 0.5977 | 0.6977 | 0.5977 | 0.7731 | | No log | 4.9180 | 300 | 0.8032 | 0.72 | 0.8032 | 0.8962 | | No log | 4.9508 | 302 | 0.8613 | 0.6912 | 0.8613 | 0.9281 | | No log | 4.9836 | 304 | 0.7760 | 0.7921 | 0.7760 | 0.8809 | | No log | 5.0164 | 306 | 0.6560 | 0.6859 | 0.6560 | 0.8100 | | No log | 5.0492 | 308 | 0.5322 | 0.6839 | 0.5322 | 0.7295 | | No log | 5.0820 | 310 | 0.5377 | 0.7165 | 0.5377 | 0.7333 | | No log | 5.1148 | 312 | 0.5984 | 0.7048 | 0.5984 | 0.7735 | | No log | 5.1475 | 314 | 0.7122 | 0.7048 | 0.7122 | 0.8439 | | No log | 5.1803 | 316 | 0.8262 | 0.7853 | 0.8262 | 0.9090 | | No log | 5.2131 | 318 | 0.7961 | 0.7853 | 0.7961 | 0.8922 | | No log | 5.2459 | 320 | 0.7537 | 0.7853 | 0.7537 | 0.8681 | | No log | 5.2787 | 322 | 0.6458 | 0.7660 | 0.6458 | 0.8036 | | No log | 5.3115 | 324 | 0.5010 | 0.6420 | 0.5010 | 0.7078 | | No log | 5.3443 | 326 | 0.4562 | 0.6974 | 0.4562 | 0.6754 | | No log | 5.3770 | 328 | 0.4852 | 0.6839 | 0.4852 | 0.6966 | | No log | 5.4098 | 330 | 0.5468 | 0.7660 | 0.5468 | 0.7394 | | No log | 5.4426 | 332 | 0.6275 | 0.7853 | 0.6275 | 0.7921 | | No log | 5.4754 | 334 | 0.6158 | 0.7660 | 0.6158 | 0.7847 | | No log | 5.5082 | 336 | 0.5542 | 0.7660 | 0.5542 | 0.7444 | | No log | 5.5410 | 338 | 0.5584 | 0.7660 | 0.5584 | 0.7473 | | No log | 5.5738 | 340 | 0.5173 | 0.7660 | 0.5173 | 0.7192 | | No log | 5.6066 | 342 | 0.4900 | 0.7290 | 0.4900 | 0.7000 | | No log | 5.6393 | 344 | 0.5020 | 0.7799 | 0.5020 | 0.7085 | | No log | 5.6721 | 346 | 0.5918 | 0.7660 | 0.5918 | 0.7693 | | No log | 5.7049 | 348 | 0.6695 | 0.7660 | 0.6695 | 0.8183 | | No log | 5.7377 | 350 | 0.6620 | 0.7660 | 0.6620 | 0.8136 | | No log | 5.7705 | 352 | 0.6004 | 0.7660 | 0.6004 | 0.7749 | | No log | 5.8033 | 354 | 0.5212 | 0.7165 | 0.5212 | 0.7219 | | No log | 5.8361 | 356 | 0.5039 | 0.6957 | 0.5039 | 0.7098 | | No log | 5.8689 | 358 | 0.5536 | 0.7799 | 0.5536 | 0.7440 | | No log | 5.9016 | 360 | 0.6016 | 0.7660 | 0.6016 | 0.7756 | | No log | 5.9344 | 362 | 0.5971 | 0.7660 | 0.5971 | 0.7728 | | No log | 5.9672 | 364 | 0.6022 | 0.7660 | 0.6022 | 0.7760 | | No log | 6.0 | 366 | 0.6095 | 0.7660 | 0.6095 | 0.7807 | | No log | 6.0328 | 368 | 0.6123 | 0.7660 | 0.6123 | 0.7825 | | No log | 6.0656 | 370 | 0.5892 | 0.7799 | 0.5892 | 0.7676 | | No log | 6.0984 | 372 | 0.5380 | 0.6872 | 0.5380 | 0.7335 | | No log | 6.1311 | 374 | 0.4849 | 0.6376 | 0.4849 | 0.6963 | | No log | 6.1639 | 376 | 0.4778 | 0.6461 | 0.4778 | 0.6912 | | No log | 6.1967 | 378 | 0.4778 | 0.6571 | 0.4778 | 0.6912 | | No log | 6.2295 | 380 | 0.5369 | 0.7492 | 0.5369 | 0.7328 | | No log | 6.2623 | 382 | 0.6685 | 0.7660 | 0.6685 | 0.8176 | | No log | 6.2951 | 384 | 0.8414 | 0.7961 | 0.8414 | 0.9173 | | No log | 6.3279 | 386 | 0.9174 | 0.7375 | 0.9174 | 0.9578 | | No log | 6.3607 | 388 | 0.8507 | 0.7961 | 0.8507 | 0.9223 | | No log | 6.3934 | 390 | 0.7447 | 0.7853 | 0.7447 | 0.8630 | | No log | 6.4262 | 392 | 0.6332 | 0.7853 | 0.6332 | 0.7957 | | No log | 6.4590 | 394 | 0.5289 | 0.7799 | 0.5289 | 0.7272 | | No log | 6.4918 | 396 | 0.5023 | 0.6510 | 0.5023 | 0.7087 | | No log | 6.5246 | 398 | 0.5171 | 0.7799 | 0.5171 | 0.7191 | | No log | 6.5574 | 400 | 0.5153 | 0.7799 | 0.5153 | 0.7179 | | No log | 6.5902 | 402 | 0.5191 | 0.7799 | 0.5191 | 0.7205 | | No log | 6.6230 | 404 | 0.5519 | 0.7799 | 0.5519 | 0.7429 | | No log | 6.6557 | 406 | 0.6037 | 0.7799 | 0.6037 | 0.7770 | | No log | 6.6885 | 408 | 0.6432 | 0.7853 | 0.6432 | 0.8020 | | No log | 6.7213 | 410 | 0.6038 | 0.8 | 0.6038 | 0.7770 | | No log | 6.7541 | 412 | 0.5172 | 0.7799 | 0.5172 | 0.7191 | | No log | 6.7869 | 414 | 0.4696 | 0.7217 | 0.4696 | 0.6853 | | No log | 6.8197 | 416 | 0.4841 | 0.7217 | 0.4841 | 0.6958 | | No log | 6.8525 | 418 | 0.5467 | 0.8 | 0.5467 | 0.7394 | | No log | 6.8852 | 420 | 0.5967 | 0.8 | 0.5967 | 0.7725 | | No log | 6.9180 | 422 | 0.6295 | 0.7853 | 0.6295 | 0.7934 | | No log | 6.9508 | 424 | 0.6321 | 0.7853 | 0.6321 | 0.7951 | | No log | 6.9836 | 426 | 0.6771 | 0.7853 | 0.6771 | 0.8229 | | No log | 7.0164 | 428 | 0.6710 | 0.7853 | 0.6710 | 0.8191 | | No log | 7.0492 | 430 | 0.6420 | 0.7853 | 0.6420 | 0.8013 | | No log | 7.0820 | 432 | 0.5988 | 0.7451 | 0.5988 | 0.7739 | | No log | 7.1148 | 434 | 0.5451 | 0.7515 | 0.5451 | 0.7383 | | No log | 7.1475 | 436 | 0.5375 | 0.7515 | 0.5375 | 0.7332 | | No log | 7.1803 | 438 | 0.5673 | 0.7515 | 0.5673 | 0.7532 | | No log | 7.2131 | 440 | 0.5879 | 0.7799 | 0.5879 | 0.7667 | | No log | 7.2459 | 442 | 0.6104 | 0.7660 | 0.6104 | 0.7813 | | No log | 7.2787 | 444 | 0.6115 | 0.7853 | 0.6115 | 0.7820 | | No log | 7.3115 | 446 | 0.6126 | 0.7853 | 0.6126 | 0.7827 | | No log | 7.3443 | 448 | 0.5635 | 0.7290 | 0.5635 | 0.7507 | | No log | 7.3770 | 450 | 0.5187 | 0.7290 | 0.5187 | 0.7202 | | No log | 7.4098 | 452 | 0.5160 | 0.7290 | 0.5160 | 0.7183 | | No log | 7.4426 | 454 | 0.5346 | 0.7290 | 0.5346 | 0.7312 | | No log | 7.4754 | 456 | 0.5878 | 0.7290 | 0.5878 | 0.7667 | | No log | 7.5082 | 458 | 0.6642 | 0.8 | 0.6642 | 0.8150 | | No log | 7.5410 | 460 | 0.7359 | 0.7961 | 0.7359 | 0.8579 | | No log | 7.5738 | 462 | 0.7502 | 0.7961 | 0.7502 | 0.8661 | | No log | 7.6066 | 464 | 0.7494 | 0.7853 | 0.7494 | 0.8657 | | No log | 7.6393 | 466 | 0.7149 | 0.7660 | 0.7149 | 0.8455 | | No log | 7.6721 | 468 | 0.7185 | 0.7660 | 0.7185 | 0.8476 | | No log | 7.7049 | 470 | 0.6875 | 0.7048 | 0.6875 | 0.8291 | | No log | 7.7377 | 472 | 0.6582 | 0.7048 | 0.6582 | 0.8113 | | No log | 7.7705 | 474 | 0.6068 | 0.7290 | 0.6068 | 0.7790 | | No log | 7.8033 | 476 | 0.5752 | 0.7290 | 0.5752 | 0.7584 | | No log | 7.8361 | 478 | 0.5840 | 0.7290 | 0.5840 | 0.7642 | | No log | 7.8689 | 480 | 0.6174 | 0.7048 | 0.6174 | 0.7858 | | No log | 7.9016 | 482 | 0.6425 | 0.7048 | 0.6425 | 0.8015 | | No log | 7.9344 | 484 | 0.6592 | 0.7660 | 0.6592 | 0.8119 | | No log | 7.9672 | 486 | 0.6432 | 0.7048 | 0.6432 | 0.8020 | | No log | 8.0 | 488 | 0.6129 | 0.7048 | 0.6129 | 0.7829 | | No log | 8.0328 | 490 | 0.5823 | 0.7165 | 0.5823 | 0.7631 | | No log | 8.0656 | 492 | 0.5905 | 0.7165 | 0.5905 | 0.7685 | | No log | 8.0984 | 494 | 0.6252 | 0.7660 | 0.6252 | 0.7907 | | No log | 8.1311 | 496 | 0.6848 | 0.7853 | 0.6848 | 0.8275 | | No log | 8.1639 | 498 | 0.7161 | 0.7853 | 0.7161 | 0.8462 | | 0.3667 | 8.1967 | 500 | 0.7085 | 0.7853 | 0.7085 | 0.8418 | | 0.3667 | 8.2295 | 502 | 0.6616 | 0.7853 | 0.6616 | 0.8134 | | 0.3667 | 8.2623 | 504 | 0.5925 | 0.8158 | 0.5925 | 0.7697 | | 0.3667 | 8.2951 | 506 | 0.5359 | 0.7290 | 0.5359 | 0.7320 | | 0.3667 | 8.3279 | 508 | 0.4899 | 0.6597 | 0.4899 | 0.6999 | | 0.3667 | 8.3607 | 510 | 0.4802 | 0.6597 | 0.4802 | 0.6930 | | 0.3667 | 8.3934 | 512 | 0.4862 | 0.6597 | 0.4862 | 0.6973 | | 0.3667 | 8.4262 | 514 | 0.5031 | 0.7290 | 0.5031 | 0.7093 | | 0.3667 | 8.4590 | 516 | 0.5375 | 0.7290 | 0.5375 | 0.7332 | | 0.3667 | 8.4918 | 518 | 0.5962 | 0.7799 | 0.5962 | 0.7721 | | 0.3667 | 8.5246 | 520 | 0.6515 | 0.7853 | 0.6515 | 0.8071 | | 0.3667 | 8.5574 | 522 | 0.7036 | 0.7853 | 0.7036 | 0.8388 | | 0.3667 | 8.5902 | 524 | 0.7329 | 0.7853 | 0.7329 | 0.8561 | | 0.3667 | 8.6230 | 526 | 0.7186 | 0.7853 | 0.7186 | 0.8477 | | 0.3667 | 8.6557 | 528 | 0.6812 | 0.7853 | 0.6812 | 0.8253 | | 0.3667 | 8.6885 | 530 | 0.6408 | 0.7853 | 0.6407 | 0.8005 | | 0.3667 | 8.7213 | 532 | 0.6196 | 0.7853 | 0.6196 | 0.7871 | | 0.3667 | 8.7541 | 534 | 0.6145 | 0.7853 | 0.6145 | 0.7839 | | 0.3667 | 8.7869 | 536 | 0.6196 | 0.7853 | 0.6196 | 0.7871 | | 0.3667 | 8.8197 | 538 | 0.6166 | 0.7853 | 0.6166 | 0.7853 | | 0.3667 | 8.8525 | 540 | 0.6028 | 0.7853 | 0.6028 | 0.7764 | | 0.3667 | 8.8852 | 542 | 0.5942 | 0.7799 | 0.5942 | 0.7709 | | 0.3667 | 8.9180 | 544 | 0.5816 | 0.7948 | 0.5816 | 0.7626 | | 0.3667 | 8.9508 | 546 | 0.5805 | 0.7290 | 0.5805 | 0.7619 | | 0.3667 | 8.9836 | 548 | 0.5871 | 0.7799 | 0.5871 | 0.7662 | | 0.3667 | 9.0164 | 550 | 0.6065 | 0.7660 | 0.6065 | 0.7788 | | 0.3667 | 9.0492 | 552 | 0.6185 | 0.7853 | 0.6185 | 0.7865 | | 0.3667 | 9.0820 | 554 | 0.6198 | 0.7853 | 0.6198 | 0.7873 | | 0.3667 | 9.1148 | 556 | 0.6246 | 0.7853 | 0.6246 | 0.7903 | | 0.3667 | 9.1475 | 558 | 0.6428 | 0.7853 | 0.6428 | 0.8018 | | 0.3667 | 9.1803 | 560 | 0.6476 | 0.7853 | 0.6476 | 0.8047 | | 0.3667 | 9.2131 | 562 | 0.6449 | 0.7853 | 0.6449 | 0.8030 | | 0.3667 | 9.2459 | 564 | 0.6364 | 0.7853 | 0.6364 | 0.7978 | | 0.3667 | 9.2787 | 566 | 0.6291 | 0.7853 | 0.6291 | 0.7932 | | 0.3667 | 9.3115 | 568 | 0.6177 | 0.7853 | 0.6177 | 0.7860 | | 0.3667 | 9.3443 | 570 | 0.6058 | 0.7660 | 0.6058 | 0.7783 | | 0.3667 | 9.3770 | 572 | 0.6031 | 0.7660 | 0.6031 | 0.7766 | | 0.3667 | 9.4098 | 574 | 0.6027 | 0.7853 | 0.6027 | 0.7763 | | 0.3667 | 9.4426 | 576 | 0.6041 | 0.7853 | 0.6041 | 0.7773 | | 0.3667 | 9.4754 | 578 | 0.6131 | 0.7853 | 0.6131 | 0.7830 | | 0.3667 | 9.5082 | 580 | 0.6242 | 0.7853 | 0.6242 | 0.7901 | | 0.3667 | 9.5410 | 582 | 0.6275 | 0.7853 | 0.6275 | 0.7922 | | 0.3667 | 9.5738 | 584 | 0.6330 | 0.7853 | 0.6330 | 0.7956 | | 0.3667 | 9.6066 | 586 | 0.6381 | 0.7853 | 0.6381 | 0.7988 | | 0.3667 | 9.6393 | 588 | 0.6442 | 0.7853 | 0.6442 | 0.8026 | | 0.3667 | 9.6721 | 590 | 0.6429 | 0.7853 | 0.6429 | 0.8018 | | 0.3667 | 9.7049 | 592 | 0.6357 | 0.7853 | 0.6357 | 0.7973 | | 0.3667 | 9.7377 | 594 | 0.6294 | 0.7853 | 0.6294 | 0.7933 | | 0.3667 | 9.7705 | 596 | 0.6250 | 0.7853 | 0.6250 | 0.7906 | | 0.3667 | 9.8033 | 598 | 0.6247 | 0.7853 | 0.6247 | 0.7904 | | 0.3667 | 9.8361 | 600 | 0.6239 | 0.7853 | 0.6239 | 0.7899 | | 0.3667 | 9.8689 | 602 | 0.6250 | 0.7853 | 0.6250 | 0.7906 | | 0.3667 | 9.9016 | 604 | 0.6261 | 0.7853 | 0.6261 | 0.7912 | | 0.3667 | 9.9344 | 606 | 0.6275 | 0.7853 | 0.6275 | 0.7922 | | 0.3667 | 9.9672 | 608 | 0.6288 | 0.7853 | 0.6288 | 0.7930 | | 0.3667 | 10.0 | 610 | 0.6295 | 0.7853 | 0.6295 | 0.7934 | ### Framework versions - Transformers 4.44.2 - Pytorch 2.4.0+cu118 - Datasets 2.21.0 - Tokenizers 0.19.1