--- library_name: transformers base_model: aubmindlab/bert-base-arabertv02 tags: - generated_from_trainer model-index: - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task1_organization results: [] --- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task1_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: 0.9995 - Qwk: 0.6029 - Mse: 0.9995 - Rmse: 0.9997 ## 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 | 0.1333 | 2 | 6.9762 | 0.0116 | 6.9762 | 2.6412 | | No log | 0.2667 | 4 | 4.5336 | 0.0562 | 4.5336 | 2.1292 | | No log | 0.4 | 6 | 3.0297 | 0.0988 | 3.0297 | 1.7406 | | No log | 0.5333 | 8 | 2.2848 | 0.0671 | 2.2848 | 1.5116 | | No log | 0.6667 | 10 | 2.1711 | 0.1504 | 2.1711 | 1.4735 | | No log | 0.8 | 12 | 1.7811 | 0.1308 | 1.7811 | 1.3346 | | No log | 0.9333 | 14 | 1.6031 | 0.1714 | 1.6031 | 1.2662 | | No log | 1.0667 | 16 | 1.5111 | 0.2545 | 1.5111 | 1.2293 | | No log | 1.2 | 18 | 1.4676 | 0.2202 | 1.4676 | 1.2115 | | No log | 1.3333 | 20 | 1.3815 | 0.2593 | 1.3815 | 1.1754 | | No log | 1.4667 | 22 | 1.4641 | 0.3091 | 1.4641 | 1.2100 | | No log | 1.6 | 24 | 1.4323 | 0.3793 | 1.4323 | 1.1968 | | No log | 1.7333 | 26 | 1.3071 | 0.4310 | 1.3071 | 1.1433 | | No log | 1.8667 | 28 | 1.3527 | 0.3604 | 1.3527 | 1.1631 | | No log | 2.0 | 30 | 1.2310 | 0.4655 | 1.2310 | 1.1095 | | No log | 2.1333 | 32 | 1.1542 | 0.4915 | 1.1542 | 1.0743 | | No log | 2.2667 | 34 | 1.1464 | 0.5691 | 1.1464 | 1.0707 | | No log | 2.4 | 36 | 1.1208 | 0.5920 | 1.1208 | 1.0587 | | No log | 2.5333 | 38 | 1.0833 | 0.5984 | 1.0833 | 1.0408 | | No log | 2.6667 | 40 | 1.1861 | 0.5736 | 1.1861 | 1.0891 | | No log | 2.8 | 42 | 1.3626 | 0.4275 | 1.3626 | 1.1673 | | No log | 2.9333 | 44 | 1.4226 | 0.4179 | 1.4226 | 1.1927 | | No log | 3.0667 | 46 | 1.4246 | 0.4094 | 1.4246 | 1.1936 | | No log | 3.2 | 48 | 1.4806 | 0.3548 | 1.4806 | 1.2168 | | No log | 3.3333 | 50 | 1.3050 | 0.5512 | 1.3050 | 1.1424 | | No log | 3.4667 | 52 | 1.1071 | 0.5802 | 1.1071 | 1.0522 | | No log | 3.6 | 54 | 1.0959 | 0.5079 | 1.0959 | 1.0468 | | No log | 3.7333 | 56 | 1.0586 | 0.5385 | 1.0586 | 1.0289 | | No log | 3.8667 | 58 | 1.0955 | 0.5303 | 1.0955 | 1.0467 | | No log | 4.0 | 60 | 1.0429 | 0.6061 | 1.0429 | 1.0212 | | No log | 4.1333 | 62 | 1.0570 | 0.5625 | 1.0570 | 1.0281 | | No log | 4.2667 | 64 | 1.1941 | 0.5496 | 1.1941 | 1.0927 | | No log | 4.4 | 66 | 1.2302 | 0.4923 | 1.2302 | 1.1092 | | No log | 4.5333 | 68 | 1.2277 | 0.48 | 1.2277 | 1.1080 | | No log | 4.6667 | 70 | 1.1289 | 0.5581 | 1.1289 | 1.0625 | | No log | 4.8 | 72 | 1.0033 | 0.6107 | 1.0033 | 1.0016 | | No log | 4.9333 | 74 | 0.9515 | 0.6418 | 0.9515 | 0.9754 | | No log | 5.0667 | 76 | 1.0305 | 0.6269 | 1.0305 | 1.0151 | | No log | 5.2 | 78 | 1.2575 | 0.5255 | 1.2575 | 1.1214 | | No log | 5.3333 | 80 | 1.3976 | 0.4317 | 1.3976 | 1.1822 | | No log | 5.4667 | 82 | 1.3370 | 0.5 | 1.3370 | 1.1563 | | No log | 5.6 | 84 | 1.1708 | 0.5867 | 1.1708 | 1.0820 | | No log | 5.7333 | 86 | 1.1220 | 0.6194 | 1.1220 | 1.0593 | | No log | 5.8667 | 88 | 1.1572 | 0.6391 | 1.1572 | 1.0757 | | No log | 6.0 | 90 | 1.1967 | 0.6587 | 1.1967 | 1.0939 | | No log | 6.1333 | 92 | 1.0404 | 0.5833 | 1.0404 | 1.0200 | | No log | 6.2667 | 94 | 0.8309 | 0.6861 | 0.8309 | 0.9116 | | No log | 6.4 | 96 | 0.9682 | 0.6260 | 0.9682 | 0.9840 | | No log | 6.5333 | 98 | 1.0802 | 0.5469 | 1.0802 | 1.0393 | | No log | 6.6667 | 100 | 1.0284 | 0.6165 | 1.0284 | 1.0141 | | No log | 6.8 | 102 | 1.2650 | 0.5850 | 1.2650 | 1.1247 | | No log | 6.9333 | 104 | 1.2493 | 0.5946 | 1.2493 | 1.1177 | | No log | 7.0667 | 106 | 1.0268 | 0.5882 | 1.0268 | 1.0133 | | No log | 7.2 | 108 | 1.0016 | 0.6154 | 1.0016 | 1.0008 | | No log | 7.3333 | 110 | 1.1036 | 0.5532 | 1.1036 | 1.0505 | | No log | 7.4667 | 112 | 1.2791 | 0.5037 | 1.2791 | 1.1310 | | No log | 7.6 | 114 | 1.4619 | 0.52 | 1.4619 | 1.2091 | | No log | 7.7333 | 116 | 1.5598 | 0.4474 | 1.5598 | 1.2489 | | No log | 7.8667 | 118 | 1.3194 | 0.5180 | 1.3194 | 1.1487 | | No log | 8.0 | 120 | 1.1818 | 0.5630 | 1.1818 | 1.0871 | | No log | 8.1333 | 122 | 1.1127 | 0.5942 | 1.1127 | 1.0548 | | No log | 8.2667 | 124 | 1.0250 | 0.6131 | 1.0250 | 1.0124 | | No log | 8.4 | 126 | 0.9507 | 0.6269 | 0.9507 | 0.9750 | | No log | 8.5333 | 128 | 0.9369 | 0.6370 | 0.9369 | 0.9679 | | No log | 8.6667 | 130 | 0.9462 | 0.6519 | 0.9462 | 0.9727 | | No log | 8.8 | 132 | 0.9783 | 0.6389 | 0.9783 | 0.9891 | | No log | 8.9333 | 134 | 1.2009 | 0.5890 | 1.2009 | 1.0958 | | No log | 9.0667 | 136 | 1.2988 | 0.5912 | 1.2988 | 1.1397 | | No log | 9.2 | 138 | 1.1619 | 0.5772 | 1.1619 | 1.0779 | | No log | 9.3333 | 140 | 0.9321 | 0.6575 | 0.9321 | 0.9655 | | No log | 9.4667 | 142 | 0.8416 | 0.6522 | 0.8416 | 0.9174 | | No log | 9.6 | 144 | 0.7632 | 0.6809 | 0.7632 | 0.8736 | | No log | 9.7333 | 146 | 0.7995 | 0.6901 | 0.7995 | 0.8941 | | No log | 9.8667 | 148 | 0.9441 | 0.6277 | 0.9441 | 0.9716 | | No log | 10.0 | 150 | 1.0413 | 0.5455 | 1.0413 | 1.0204 | | No log | 10.1333 | 152 | 1.0956 | 0.5692 | 1.0956 | 1.0467 | | No log | 10.2667 | 154 | 1.1166 | 0.5649 | 1.1166 | 1.0567 | | No log | 10.4 | 156 | 1.2046 | 0.5755 | 1.2046 | 1.0975 | | No log | 10.5333 | 158 | 1.1852 | 0.5915 | 1.1852 | 1.0887 | | No log | 10.6667 | 160 | 1.0701 | 0.5974 | 1.0701 | 1.0345 | | No log | 10.8 | 162 | 0.9173 | 0.6323 | 0.9173 | 0.9578 | | No log | 10.9333 | 164 | 0.7214 | 0.7347 | 0.7214 | 0.8494 | | No log | 11.0667 | 166 | 0.6953 | 0.7534 | 0.6953 | 0.8338 | | No log | 11.2 | 168 | 0.7027 | 0.7413 | 0.7027 | 0.8383 | | No log | 11.3333 | 170 | 0.7657 | 0.6901 | 0.7657 | 0.8750 | | No log | 11.4667 | 172 | 0.9875 | 0.6438 | 0.9875 | 0.9937 | | No log | 11.6 | 174 | 1.0440 | 0.6027 | 1.0440 | 1.0218 | | No log | 11.7333 | 176 | 0.9659 | 0.6131 | 0.9659 | 0.9828 | | No log | 11.8667 | 178 | 0.9263 | 0.6522 | 0.9263 | 0.9625 | | No log | 12.0 | 180 | 0.9092 | 0.6423 | 0.9092 | 0.9535 | | No log | 12.1333 | 182 | 0.9064 | 0.6277 | 0.9064 | 0.9520 | | No log | 12.2667 | 184 | 0.9109 | 0.6176 | 0.9109 | 0.9544 | | No log | 12.4 | 186 | 0.9422 | 0.6029 | 0.9422 | 0.9707 | | No log | 12.5333 | 188 | 1.0177 | 0.6241 | 1.0177 | 1.0088 | | No log | 12.6667 | 190 | 1.1664 | 0.6154 | 1.1664 | 1.0800 | | No log | 12.8 | 192 | 1.2425 | 0.5972 | 1.2425 | 1.1147 | | No log | 12.9333 | 194 | 1.0991 | 0.6 | 1.0991 | 1.0484 | | No log | 13.0667 | 196 | 0.9600 | 0.6029 | 0.9600 | 0.9798 | | No log | 13.2 | 198 | 0.8865 | 0.6087 | 0.8865 | 0.9415 | | No log | 13.3333 | 200 | 0.8820 | 0.6277 | 0.8820 | 0.9392 | | No log | 13.4667 | 202 | 0.9883 | 0.6143 | 0.9883 | 0.9941 | | No log | 13.6 | 204 | 1.0696 | 0.6099 | 1.0696 | 1.0342 | | No log | 13.7333 | 206 | 1.0808 | 0.6143 | 1.0808 | 1.0396 | | No log | 13.8667 | 208 | 1.1522 | 0.6 | 1.1522 | 1.0734 | | No log | 14.0 | 210 | 1.1571 | 0.5839 | 1.1571 | 1.0757 | | No log | 14.1333 | 212 | 1.1449 | 0.6087 | 1.1449 | 1.0700 | | No log | 14.2667 | 214 | 1.1036 | 0.6131 | 1.1036 | 1.0505 | | No log | 14.4 | 216 | 0.9916 | 0.5985 | 0.9916 | 0.9958 | | No log | 14.5333 | 218 | 0.9330 | 0.5926 | 0.9330 | 0.9659 | | No log | 14.6667 | 220 | 0.9423 | 0.6187 | 0.9423 | 0.9707 | | No log | 14.8 | 222 | 0.8956 | 0.6176 | 0.8956 | 0.9463 | | No log | 14.9333 | 224 | 0.9036 | 0.6715 | 0.9036 | 0.9506 | | No log | 15.0667 | 226 | 0.9851 | 0.6074 | 0.9851 | 0.9925 | | No log | 15.2 | 228 | 1.0505 | 0.6043 | 1.0505 | 1.0249 | | No log | 15.3333 | 230 | 0.9727 | 0.6119 | 0.9727 | 0.9862 | | No log | 15.4667 | 232 | 0.9387 | 0.6222 | 0.9387 | 0.9688 | | No log | 15.6 | 234 | 0.9847 | 0.6483 | 0.9847 | 0.9923 | | No log | 15.7333 | 236 | 1.1289 | 0.6415 | 1.1289 | 1.0625 | | No log | 15.8667 | 238 | 1.1370 | 0.6329 | 1.1370 | 1.0663 | | No log | 16.0 | 240 | 1.1060 | 0.6164 | 1.1060 | 1.0517 | | No log | 16.1333 | 242 | 1.1443 | 0.6241 | 1.1443 | 1.0697 | | No log | 16.2667 | 244 | 1.1473 | 0.6241 | 1.1473 | 1.0711 | | No log | 16.4 | 246 | 1.1726 | 0.6338 | 1.1726 | 1.0829 | | No log | 16.5333 | 248 | 1.1472 | 0.6099 | 1.1472 | 1.0711 | | No log | 16.6667 | 250 | 1.0388 | 0.6029 | 1.0388 | 1.0192 | | No log | 16.8 | 252 | 0.9390 | 0.6331 | 0.9390 | 0.9690 | | No log | 16.9333 | 254 | 0.9287 | 0.6434 | 0.9287 | 0.9637 | | No log | 17.0667 | 256 | 0.9144 | 0.6957 | 0.9144 | 0.9563 | | No log | 17.2 | 258 | 0.9830 | 0.6626 | 0.9830 | 0.9915 | | No log | 17.3333 | 260 | 1.1315 | 0.6627 | 1.1315 | 1.0637 | | No log | 17.4667 | 262 | 1.0734 | 0.6626 | 1.0734 | 1.0360 | | No log | 17.6 | 264 | 0.9525 | 0.7190 | 0.9525 | 0.9759 | | No log | 17.7333 | 266 | 0.9009 | 0.6763 | 0.9009 | 0.9492 | | No log | 17.8667 | 268 | 0.9482 | 0.6466 | 0.9482 | 0.9738 | | No log | 18.0 | 270 | 1.0518 | 0.6061 | 1.0518 | 1.0256 | | No log | 18.1333 | 272 | 1.0363 | 0.6061 | 1.0363 | 1.0180 | | No log | 18.2667 | 274 | 0.9828 | 0.6260 | 0.9828 | 0.9914 | | No log | 18.4 | 276 | 0.9671 | 0.6212 | 0.9671 | 0.9834 | | No log | 18.5333 | 278 | 0.9856 | 0.6222 | 0.9856 | 0.9927 | | No log | 18.6667 | 280 | 0.9763 | 0.6620 | 0.9763 | 0.9881 | | No log | 18.8 | 282 | 1.0212 | 0.6620 | 1.0212 | 1.0105 | | No log | 18.9333 | 284 | 1.0155 | 0.6620 | 1.0155 | 1.0077 | | No log | 19.0667 | 286 | 1.0708 | 0.6667 | 1.0708 | 1.0348 | | No log | 19.2 | 288 | 1.1283 | 0.6582 | 1.1283 | 1.0622 | | No log | 19.3333 | 290 | 1.1923 | 0.6503 | 1.1923 | 1.0919 | | No log | 19.4667 | 292 | 1.0601 | 0.6667 | 1.0601 | 1.0296 | | No log | 19.6 | 294 | 1.0263 | 0.6795 | 1.0263 | 1.0131 | | No log | 19.7333 | 296 | 1.0832 | 0.6624 | 1.0832 | 1.0408 | | No log | 19.8667 | 298 | 1.0412 | 0.6790 | 1.0412 | 1.0204 | | No log | 20.0 | 300 | 0.9402 | 0.6667 | 0.9402 | 0.9696 | | No log | 20.1333 | 302 | 0.8753 | 0.6806 | 0.8753 | 0.9355 | | No log | 20.2667 | 304 | 0.8673 | 0.6667 | 0.8673 | 0.9313 | | No log | 20.4 | 306 | 0.9088 | 0.6667 | 0.9088 | 0.9533 | | No log | 20.5333 | 308 | 0.9834 | 0.6797 | 0.9834 | 0.9917 | | No log | 20.6667 | 310 | 1.0086 | 0.6582 | 1.0086 | 1.0043 | | No log | 20.8 | 312 | 0.9966 | 0.6585 | 0.9966 | 0.9983 | | No log | 20.9333 | 314 | 1.0463 | 0.6707 | 1.0463 | 1.0229 | | No log | 21.0667 | 316 | 1.0816 | 0.6667 | 1.0816 | 1.0400 | | No log | 21.2 | 318 | 1.1098 | 0.6242 | 1.1098 | 1.0535 | | No log | 21.3333 | 320 | 1.0380 | 0.6154 | 1.0380 | 1.0188 | | No log | 21.4667 | 322 | 0.9753 | 0.6176 | 0.9753 | 0.9876 | | No log | 21.6 | 324 | 1.0447 | 0.6286 | 1.0447 | 1.0221 | | No log | 21.7333 | 326 | 1.1366 | 0.6338 | 1.1366 | 1.0661 | | No log | 21.8667 | 328 | 1.0398 | 0.6143 | 1.0398 | 1.0197 | | No log | 22.0 | 330 | 1.0080 | 0.6143 | 1.0080 | 1.0040 | | No log | 22.1333 | 332 | 0.9419 | 0.6429 | 0.9419 | 0.9705 | | No log | 22.2667 | 334 | 0.8671 | 0.6573 | 0.8671 | 0.9312 | | No log | 22.4 | 336 | 0.9215 | 0.6803 | 0.9215 | 0.9600 | | No log | 22.5333 | 338 | 1.0440 | 0.6225 | 1.0440 | 1.0217 | | No log | 22.6667 | 340 | 1.0417 | 0.6575 | 1.0417 | 1.0206 | | No log | 22.8 | 342 | 0.9889 | 0.6286 | 0.9889 | 0.9944 | | No log | 22.9333 | 344 | 0.9988 | 0.6571 | 0.9988 | 0.9994 | | No log | 23.0667 | 346 | 0.9783 | 0.6619 | 0.9783 | 0.9891 | | No log | 23.2 | 348 | 0.9708 | 0.6434 | 0.9708 | 0.9853 | | No log | 23.3333 | 350 | 1.0487 | 0.6316 | 1.0487 | 1.0241 | | No log | 23.4667 | 352 | 1.0396 | 0.6301 | 1.0396 | 1.0196 | | No log | 23.6 | 354 | 0.9583 | 0.6043 | 0.9583 | 0.9789 | | No log | 23.7333 | 356 | 0.9187 | 0.6324 | 0.9187 | 0.9585 | | No log | 23.8667 | 358 | 0.9547 | 0.6043 | 0.9547 | 0.9771 | | No log | 24.0 | 360 | 1.1132 | 0.6443 | 1.1132 | 1.0551 | | No log | 24.1333 | 362 | 1.1777 | 0.6093 | 1.1777 | 1.0852 | | No log | 24.2667 | 364 | 1.1012 | 0.6131 | 1.1012 | 1.0494 | | No log | 24.4 | 366 | 0.9899 | 0.6377 | 0.9899 | 0.9949 | | No log | 24.5333 | 368 | 0.9070 | 0.6324 | 0.9070 | 0.9524 | | No log | 24.6667 | 370 | 0.9125 | 0.6569 | 0.9125 | 0.9553 | | No log | 24.8 | 372 | 0.9867 | 0.6423 | 0.9867 | 0.9933 | | No log | 24.9333 | 374 | 1.0075 | 0.6423 | 1.0075 | 1.0037 | | No log | 25.0667 | 376 | 0.9666 | 0.6522 | 0.9666 | 0.9831 | | No log | 25.2 | 378 | 0.9033 | 0.6466 | 0.9033 | 0.9504 | | No log | 25.3333 | 380 | 0.9248 | 0.6763 | 0.9248 | 0.9617 | | No log | 25.4667 | 382 | 1.0007 | 0.6301 | 1.0007 | 1.0004 | | No log | 25.6 | 384 | 0.9922 | 0.6351 | 0.9922 | 0.9961 | | No log | 25.7333 | 386 | 0.9648 | 0.6443 | 0.9648 | 0.9823 | | No log | 25.8667 | 388 | 0.8456 | 0.6906 | 0.8456 | 0.9195 | | No log | 26.0 | 390 | 0.8162 | 0.7042 | 0.8162 | 0.9035 | | No log | 26.1333 | 392 | 0.8276 | 0.6950 | 0.8276 | 0.9097 | | No log | 26.2667 | 394 | 0.9064 | 0.7034 | 0.9064 | 0.9521 | | No log | 26.4 | 396 | 0.9804 | 0.6525 | 0.9804 | 0.9902 | | No log | 26.5333 | 398 | 1.0055 | 0.6377 | 1.0055 | 1.0027 | | No log | 26.6667 | 400 | 0.9419 | 0.6567 | 0.9419 | 0.9705 | | No log | 26.8 | 402 | 0.9435 | 0.6767 | 0.9435 | 0.9714 | | No log | 26.9333 | 404 | 1.0097 | 0.6212 | 1.0097 | 1.0049 | | No log | 27.0667 | 406 | 1.0988 | 0.5942 | 1.0988 | 1.0482 | | No log | 27.2 | 408 | 1.1606 | 0.5946 | 1.1606 | 1.0773 | | No log | 27.3333 | 410 | 1.0539 | 0.6216 | 1.0539 | 1.0266 | | No log | 27.4667 | 412 | 0.8727 | 0.6667 | 0.8727 | 0.9342 | | No log | 27.6 | 414 | 0.7833 | 0.7050 | 0.7833 | 0.8850 | | No log | 27.7333 | 416 | 0.7628 | 0.7050 | 0.7628 | 0.8734 | | No log | 27.8667 | 418 | 0.7717 | 0.6714 | 0.7717 | 0.8785 | | No log | 28.0 | 420 | 0.8107 | 0.6712 | 0.8107 | 0.9004 | | No log | 28.1333 | 422 | 0.8331 | 0.6531 | 0.8331 | 0.9127 | | No log | 28.2667 | 424 | 0.8927 | 0.6438 | 0.8927 | 0.9448 | | No log | 28.4 | 426 | 1.0182 | 0.6133 | 1.0182 | 1.0091 | | No log | 28.5333 | 428 | 1.0942 | 0.6358 | 1.0942 | 1.0460 | | No log | 28.6667 | 430 | 1.0785 | 0.5899 | 1.0785 | 1.0385 | | No log | 28.8 | 432 | 1.0396 | 0.5899 | 1.0396 | 1.0196 | | No log | 28.9333 | 434 | 0.9691 | 0.6370 | 0.9691 | 0.9844 | | No log | 29.0667 | 436 | 0.9503 | 0.6618 | 0.9503 | 0.9748 | | No log | 29.2 | 438 | 0.9568 | 0.6519 | 0.9568 | 0.9781 | | No log | 29.3333 | 440 | 1.0303 | 0.6154 | 1.0303 | 1.0150 | | No log | 29.4667 | 442 | 1.0985 | 0.6301 | 1.0985 | 1.0481 | | No log | 29.6 | 444 | 1.0627 | 0.625 | 1.0627 | 1.0309 | | No log | 29.7333 | 446 | 1.0104 | 0.6277 | 1.0104 | 1.0052 | | No log | 29.8667 | 448 | 0.9952 | 0.6519 | 0.9952 | 0.9976 | | No log | 30.0 | 450 | 0.9886 | 0.6324 | 0.9886 | 0.9943 | | No log | 30.1333 | 452 | 0.9949 | 0.6423 | 0.9949 | 0.9974 | | No log | 30.2667 | 454 | 1.0294 | 0.6259 | 1.0294 | 1.0146 | | No log | 30.4 | 456 | 0.9364 | 0.6624 | 0.9364 | 0.9677 | | No log | 30.5333 | 458 | 0.8712 | 0.6909 | 0.8712 | 0.9334 | | No log | 30.6667 | 460 | 0.7814 | 0.7273 | 0.7814 | 0.8840 | | No log | 30.8 | 462 | 0.7434 | 0.7226 | 0.7434 | 0.8622 | | No log | 30.9333 | 464 | 0.7723 | 0.7226 | 0.7723 | 0.8788 | | No log | 31.0667 | 466 | 0.8276 | 0.6620 | 0.8276 | 0.9097 | | No log | 31.2 | 468 | 0.8275 | 0.6667 | 0.8275 | 0.9096 | | No log | 31.3333 | 470 | 0.8978 | 0.6316 | 0.8978 | 0.9475 | | No log | 31.4667 | 472 | 0.9547 | 0.6316 | 0.9547 | 0.9771 | | No log | 31.6 | 474 | 1.0380 | 0.6131 | 1.0380 | 1.0188 | | No log | 31.7333 | 476 | 1.1674 | 0.6029 | 1.1674 | 1.0805 | | No log | 31.8667 | 478 | 1.2389 | 0.5507 | 1.2389 | 1.1131 | | No log | 32.0 | 480 | 1.1844 | 0.5630 | 1.1844 | 1.0883 | | No log | 32.1333 | 482 | 1.1086 | 0.6061 | 1.1086 | 1.0529 | | No log | 32.2667 | 484 | 1.0927 | 0.5938 | 1.0927 | 1.0453 | | No log | 32.4 | 486 | 1.0898 | 0.5669 | 1.0898 | 1.0439 | | No log | 32.5333 | 488 | 1.1151 | 0.5538 | 1.1151 | 1.0560 | | No log | 32.6667 | 490 | 1.1816 | 0.5481 | 1.1816 | 1.0870 | | No log | 32.8 | 492 | 1.2220 | 0.5734 | 1.2220 | 1.1055 | | No log | 32.9333 | 494 | 1.2775 | 0.5960 | 1.2775 | 1.1303 | | No log | 33.0667 | 496 | 1.1949 | 0.6040 | 1.1949 | 1.0931 | | No log | 33.2 | 498 | 1.0213 | 0.6277 | 1.0213 | 1.0106 | | 0.3115 | 33.3333 | 500 | 0.9042 | 0.6316 | 0.9042 | 0.9509 | | 0.3115 | 33.4667 | 502 | 0.8744 | 0.6519 | 0.8744 | 0.9351 | | 0.3115 | 33.6 | 504 | 0.8831 | 0.6418 | 0.8831 | 0.9397 | | 0.3115 | 33.7333 | 506 | 0.9224 | 0.6377 | 0.9224 | 0.9604 | | 0.3115 | 33.8667 | 508 | 0.9732 | 0.6443 | 0.9732 | 0.9865 | | 0.3115 | 34.0 | 510 | 1.0563 | 0.6582 | 1.0563 | 1.0278 | | 0.3115 | 34.1333 | 512 | 1.0273 | 0.6790 | 1.0273 | 1.0136 | | 0.3115 | 34.2667 | 514 | 0.9763 | 0.6533 | 0.9763 | 0.9881 | | 0.3115 | 34.4 | 516 | 0.8881 | 0.6974 | 0.8881 | 0.9424 | | 0.3115 | 34.5333 | 518 | 0.8023 | 0.7034 | 0.8023 | 0.8957 | | 0.3115 | 34.6667 | 520 | 0.7705 | 0.7075 | 0.7705 | 0.8778 | | 0.3115 | 34.8 | 522 | 0.7883 | 0.7034 | 0.7883 | 0.8879 | | 0.3115 | 34.9333 | 524 | 0.8400 | 0.7083 | 0.8400 | 0.9165 | | 0.3115 | 35.0667 | 526 | 0.9255 | 0.6533 | 0.9255 | 0.9620 | | 0.3115 | 35.2 | 528 | 0.9700 | 0.6443 | 0.9700 | 0.9849 | | 0.3115 | 35.3333 | 530 | 0.9377 | 0.6533 | 0.9377 | 0.9683 | | 0.3115 | 35.4667 | 532 | 0.8611 | 0.6571 | 0.8611 | 0.9280 | | 0.3115 | 35.6 | 534 | 0.8192 | 0.6571 | 0.8192 | 0.9051 | | 0.3115 | 35.7333 | 536 | 0.7956 | 0.6853 | 0.7956 | 0.8920 | | 0.3115 | 35.8667 | 538 | 0.8034 | 0.6853 | 0.8034 | 0.8963 | | 0.3115 | 36.0 | 540 | 0.8044 | 0.6974 | 0.8044 | 0.8969 | | 0.3115 | 36.1333 | 542 | 0.7973 | 0.7089 | 0.7973 | 0.8929 | | 0.3115 | 36.2667 | 544 | 0.7906 | 0.6883 | 0.7906 | 0.8892 | | 0.3115 | 36.4 | 546 | 0.7587 | 0.6986 | 0.7587 | 0.8711 | | 0.3115 | 36.5333 | 548 | 0.7762 | 0.7222 | 0.7762 | 0.8810 | | 0.3115 | 36.6667 | 550 | 0.8119 | 0.6901 | 0.8119 | 0.9011 | | 0.3115 | 36.8 | 552 | 0.8977 | 0.6475 | 0.8977 | 0.9475 | | 0.3115 | 36.9333 | 554 | 1.0032 | 0.6187 | 1.0032 | 1.0016 | | 0.3115 | 37.0667 | 556 | 1.0809 | 0.5942 | 1.0809 | 1.0397 | | 0.3115 | 37.2 | 558 | 1.0841 | 0.5942 | 1.0841 | 1.0412 | | 0.3115 | 37.3333 | 560 | 1.0333 | 0.6029 | 1.0333 | 1.0165 | | 0.3115 | 37.4667 | 562 | 0.9995 | 0.6029 | 0.9995 | 0.9997 | ### Framework versions - Transformers 4.44.2 - Pytorch 2.4.0+cu118 - Datasets 2.21.0 - Tokenizers 0.19.1