--- library_name: transformers base_model: aubmindlab/bert-base-arabertv02 tags: - generated_from_trainer model-index: - name: arabert_baseline_augmented_more_organization_task1_fold0 results: [] --- # arabert_baseline_augmented_more_organization_task1_fold0 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: 0.7158 - Qwk: 0.7172 - Mse: 0.7158 - Rmse: 0.8461 ## 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 | 0.0417 | 2 | 1.7016 | 0.1642 | 1.7016 | 1.3044 | | No log | 0.0833 | 4 | 1.2738 | 0.1750 | 1.2738 | 1.1286 | | No log | 0.125 | 6 | 1.2622 | 0.1736 | 1.2622 | 1.1235 | | No log | 0.1667 | 8 | 1.4336 | 0.0742 | 1.4336 | 1.1973 | | No log | 0.2083 | 10 | 1.6089 | 0.2006 | 1.6089 | 1.2684 | | No log | 0.25 | 12 | 1.8224 | 0.0533 | 1.8224 | 1.3500 | | No log | 0.2917 | 14 | 1.8011 | 0.0385 | 1.8011 | 1.3420 | | No log | 0.3333 | 16 | 1.5946 | 0.1582 | 1.5946 | 1.2628 | | No log | 0.375 | 18 | 1.4496 | 0.0742 | 1.4496 | 1.2040 | | No log | 0.4167 | 20 | 1.3713 | 0.1736 | 1.3713 | 1.1710 | | No log | 0.4583 | 22 | 1.2801 | 0.1736 | 1.2801 | 1.1314 | | No log | 0.5 | 24 | 1.1589 | 0.1463 | 1.1589 | 1.0765 | | No log | 0.5417 | 26 | 1.1683 | 0.3636 | 1.1683 | 1.0809 | | No log | 0.5833 | 28 | 1.1922 | 0.2910 | 1.1922 | 1.0919 | | No log | 0.625 | 30 | 1.1586 | 0.1463 | 1.1586 | 1.0764 | | No log | 0.6667 | 32 | 1.2494 | 0.1413 | 1.2494 | 1.1178 | | No log | 0.7083 | 34 | 1.2074 | 0.1555 | 1.2074 | 1.0988 | | No log | 0.75 | 36 | 1.1404 | 0.2478 | 1.1404 | 1.0679 | | No log | 0.7917 | 38 | 1.2618 | 0.2125 | 1.2618 | 1.1233 | | No log | 0.8333 | 40 | 1.5388 | 0.2254 | 1.5388 | 1.2405 | | No log | 0.875 | 42 | 1.6423 | 0.1778 | 1.6423 | 1.2815 | | No log | 0.9167 | 44 | 1.7744 | 0.1600 | 1.7744 | 1.3321 | | No log | 0.9583 | 46 | 1.5268 | 0.2990 | 1.5268 | 1.2356 | | No log | 1.0 | 48 | 1.2378 | 0.2958 | 1.2378 | 1.1126 | | No log | 1.0417 | 50 | 1.1977 | 0.1876 | 1.1977 | 1.0944 | | No log | 1.0833 | 52 | 1.1358 | 0.1876 | 1.1358 | 1.0657 | | No log | 1.125 | 54 | 1.0778 | 0.2102 | 1.0778 | 1.0382 | | No log | 1.1667 | 56 | 1.0462 | 0.4173 | 1.0462 | 1.0229 | | No log | 1.2083 | 58 | 1.0130 | 0.4867 | 1.0130 | 1.0065 | | No log | 1.25 | 60 | 0.9262 | 0.4639 | 0.9262 | 0.9624 | | No log | 1.2917 | 62 | 0.8585 | 0.5107 | 0.8585 | 0.9265 | | No log | 1.3333 | 64 | 0.8122 | 0.4324 | 0.8122 | 0.9012 | | No log | 1.375 | 66 | 0.7755 | 0.5108 | 0.7755 | 0.8806 | | No log | 1.4167 | 68 | 0.7536 | 0.5108 | 0.7536 | 0.8681 | | No log | 1.4583 | 70 | 0.7520 | 0.5097 | 0.7520 | 0.8672 | | No log | 1.5 | 72 | 0.8661 | 0.5970 | 0.8661 | 0.9306 | | No log | 1.5417 | 74 | 0.8993 | 0.6011 | 0.8993 | 0.9483 | | No log | 1.5833 | 76 | 0.9214 | 0.5772 | 0.9214 | 0.9599 | | No log | 1.625 | 78 | 0.9799 | 0.5772 | 0.9799 | 0.9899 | | No log | 1.6667 | 80 | 0.9062 | 0.6100 | 0.9062 | 0.9519 | | No log | 1.7083 | 82 | 0.9675 | 0.3121 | 0.9675 | 0.9836 | | No log | 1.75 | 84 | 0.9513 | 0.3721 | 0.9513 | 0.9753 | | No log | 1.7917 | 86 | 0.9122 | 0.3541 | 0.9122 | 0.9551 | | No log | 1.8333 | 88 | 0.9007 | 0.4106 | 0.9007 | 0.9490 | | No log | 1.875 | 90 | 0.8584 | 0.4607 | 0.8584 | 0.9265 | | No log | 1.9167 | 92 | 0.7580 | 0.5629 | 0.7580 | 0.8706 | | No log | 1.9583 | 94 | 0.7066 | 0.5098 | 0.7066 | 0.8406 | | No log | 2.0 | 96 | 0.7098 | 0.5290 | 0.7098 | 0.8425 | | No log | 2.0417 | 98 | 0.7480 | 0.5473 | 0.7480 | 0.8649 | | No log | 2.0833 | 100 | 0.8287 | 0.6143 | 0.8287 | 0.9104 | | No log | 2.125 | 102 | 0.7862 | 0.5488 | 0.7862 | 0.8867 | | No log | 2.1667 | 104 | 0.7394 | 0.5281 | 0.7394 | 0.8599 | | No log | 2.2083 | 106 | 0.6726 | 0.5283 | 0.6726 | 0.8201 | | No log | 2.25 | 108 | 0.6606 | 0.5283 | 0.6606 | 0.8128 | | No log | 2.2917 | 110 | 0.6648 | 0.5283 | 0.6648 | 0.8154 | | No log | 2.3333 | 112 | 0.6614 | 0.5468 | 0.6614 | 0.8133 | | No log | 2.375 | 114 | 0.6454 | 0.5640 | 0.6454 | 0.8034 | | No log | 2.4167 | 116 | 0.6557 | 0.5640 | 0.6557 | 0.8098 | | No log | 2.4583 | 118 | 0.6659 | 0.5818 | 0.6659 | 0.8160 | | No log | 2.5 | 120 | 0.6556 | 0.5818 | 0.6556 | 0.8097 | | No log | 2.5417 | 122 | 0.6791 | 0.5468 | 0.6791 | 0.8241 | | No log | 2.5833 | 124 | 0.7349 | 0.7342 | 0.7349 | 0.8573 | | No log | 2.625 | 126 | 0.7328 | 0.7986 | 0.7328 | 0.8560 | | No log | 2.6667 | 128 | 0.8162 | 0.7823 | 0.8162 | 0.9035 | | No log | 2.7083 | 130 | 0.9252 | 0.7221 | 0.9252 | 0.9619 | | No log | 2.75 | 132 | 0.9043 | 0.7139 | 0.9043 | 0.9510 | | No log | 2.7917 | 134 | 0.8027 | 0.7623 | 0.8027 | 0.8959 | | No log | 2.8333 | 136 | 0.7367 | 0.7801 | 0.7367 | 0.8583 | | No log | 2.875 | 138 | 0.6459 | 0.6775 | 0.6459 | 0.8037 | | No log | 2.9167 | 140 | 0.6098 | 0.6774 | 0.6098 | 0.7809 | | No log | 2.9583 | 142 | 0.5942 | 0.6316 | 0.5942 | 0.7709 | | No log | 3.0 | 144 | 0.6023 | 0.6316 | 0.6023 | 0.7761 | | No log | 3.0417 | 146 | 0.6150 | 0.6488 | 0.6150 | 0.7842 | | No log | 3.0833 | 148 | 0.6189 | 0.6488 | 0.6189 | 0.7867 | | No log | 3.125 | 150 | 0.6059 | 0.6488 | 0.6059 | 0.7784 | | No log | 3.1667 | 152 | 0.6189 | 0.6602 | 0.6189 | 0.7867 | | No log | 3.2083 | 154 | 0.6219 | 0.6602 | 0.6219 | 0.7886 | | No log | 3.25 | 156 | 0.6274 | 0.6310 | 0.6274 | 0.7921 | | No log | 3.2917 | 158 | 0.6464 | 0.6310 | 0.6464 | 0.8040 | | No log | 3.3333 | 160 | 0.6717 | 0.6898 | 0.6717 | 0.8195 | | No log | 3.375 | 162 | 0.7372 | 0.6909 | 0.7372 | 0.8586 | | No log | 3.4167 | 164 | 0.7792 | 0.6909 | 0.7792 | 0.8827 | | No log | 3.4583 | 166 | 0.9314 | 0.7221 | 0.9314 | 0.9651 | | No log | 3.5 | 168 | 1.0842 | 0.7221 | 1.0842 | 1.0412 | | No log | 3.5417 | 170 | 1.0153 | 0.7221 | 1.0153 | 1.0076 | | No log | 3.5833 | 172 | 0.8811 | 0.7221 | 0.8811 | 0.9387 | | No log | 3.625 | 174 | 0.7166 | 0.5906 | 0.7166 | 0.8465 | | No log | 3.6667 | 176 | 0.6945 | 0.5291 | 0.6945 | 0.8334 | | No log | 3.7083 | 178 | 0.6979 | 0.4745 | 0.6979 | 0.8354 | | No log | 3.75 | 180 | 0.6615 | 0.5285 | 0.6615 | 0.8133 | | No log | 3.7917 | 182 | 0.6267 | 0.5462 | 0.6267 | 0.7917 | | No log | 3.8333 | 184 | 0.6119 | 0.5660 | 0.6119 | 0.7823 | | No log | 3.875 | 186 | 0.6251 | 0.6781 | 0.6251 | 0.7906 | | No log | 3.9167 | 188 | 0.6571 | 0.7360 | 0.6571 | 0.8106 | | No log | 3.9583 | 190 | 0.6702 | 0.6588 | 0.6702 | 0.8187 | | No log | 4.0 | 192 | 0.7479 | 0.7717 | 0.7479 | 0.8648 | | No log | 4.0417 | 194 | 0.7891 | 0.7623 | 0.7891 | 0.8883 | | No log | 4.0833 | 196 | 0.7511 | 0.7623 | 0.7511 | 0.8666 | | No log | 4.125 | 198 | 0.6949 | 0.7525 | 0.6949 | 0.8336 | | No log | 4.1667 | 200 | 0.6489 | 0.5898 | 0.6489 | 0.8055 | | No log | 4.2083 | 202 | 0.6396 | 0.6216 | 0.6396 | 0.7997 | | No log | 4.25 | 204 | 0.6271 | 0.6175 | 0.6271 | 0.7919 | | No log | 4.2917 | 206 | 0.6576 | 0.6898 | 0.6576 | 0.8109 | | No log | 4.3333 | 208 | 0.7410 | 0.7139 | 0.7410 | 0.8608 | | No log | 4.375 | 210 | 0.8531 | 0.7139 | 0.8531 | 0.9236 | | No log | 4.4167 | 212 | 0.8413 | 0.7063 | 0.8413 | 0.9172 | | No log | 4.4583 | 214 | 0.7067 | 0.7289 | 0.7067 | 0.8407 | | No log | 4.5 | 216 | 0.6722 | 0.7225 | 0.6722 | 0.8199 | | No log | 4.5417 | 218 | 0.6839 | 0.6885 | 0.6839 | 0.8270 | | No log | 4.5833 | 220 | 0.7297 | 0.5786 | 0.7297 | 0.8542 | | No log | 4.625 | 222 | 0.8156 | 0.5266 | 0.8156 | 0.9031 | | No log | 4.6667 | 224 | 0.8218 | 0.5266 | 0.8218 | 0.9066 | | No log | 4.7083 | 226 | 0.7851 | 0.4887 | 0.7851 | 0.8860 | | No log | 4.75 | 228 | 0.7643 | 0.6418 | 0.7643 | 0.8743 | | No log | 4.7917 | 230 | 0.7446 | 0.6992 | 0.7446 | 0.8629 | | No log | 4.8333 | 232 | 0.7711 | 0.7063 | 0.7711 | 0.8781 | | No log | 4.875 | 234 | 0.7149 | 0.7447 | 0.7149 | 0.8455 | | No log | 4.9167 | 236 | 0.6441 | 0.6975 | 0.6441 | 0.8026 | | No log | 4.9583 | 238 | 0.6134 | 0.7209 | 0.6134 | 0.7832 | | No log | 5.0 | 240 | 0.6157 | 0.7209 | 0.6157 | 0.7847 | | No log | 5.0417 | 242 | 0.6495 | 0.6975 | 0.6495 | 0.8059 | | No log | 5.0833 | 244 | 0.6703 | 0.6975 | 0.6703 | 0.8187 | | No log | 5.125 | 246 | 0.6821 | 0.6813 | 0.6821 | 0.8259 | | No log | 5.1667 | 248 | 0.6653 | 0.6818 | 0.6653 | 0.8156 | | No log | 5.2083 | 250 | 0.6940 | 0.6813 | 0.6940 | 0.8331 | | No log | 5.25 | 252 | 0.7257 | 0.6813 | 0.7257 | 0.8519 | | No log | 5.2917 | 254 | 0.8274 | 0.7522 | 0.8274 | 0.9096 | | No log | 5.3333 | 256 | 0.9021 | 0.7264 | 0.9021 | 0.9498 | | No log | 5.375 | 258 | 0.9698 | 0.7426 | 0.9698 | 0.9848 | | No log | 5.4167 | 260 | 1.0117 | 0.7516 | 1.0117 | 1.0058 | | No log | 5.4583 | 262 | 1.0087 | 0.7221 | 1.0087 | 1.0043 | | No log | 5.5 | 264 | 0.9675 | 0.7418 | 0.9675 | 0.9836 | | No log | 5.5417 | 266 | 0.8617 | 0.6564 | 0.8617 | 0.9283 | | No log | 5.5833 | 268 | 0.7616 | 0.5522 | 0.7616 | 0.8727 | | No log | 5.625 | 270 | 0.7146 | 0.4878 | 0.7146 | 0.8453 | | No log | 5.6667 | 272 | 0.6756 | 0.5476 | 0.6756 | 0.8219 | | No log | 5.7083 | 274 | 0.6580 | 0.58 | 0.6580 | 0.8112 | | No log | 5.75 | 276 | 0.6531 | 0.6182 | 0.6531 | 0.8081 | | No log | 5.7917 | 278 | 0.6787 | 0.6261 | 0.6787 | 0.8238 | | No log | 5.8333 | 280 | 0.7087 | 0.6301 | 0.7087 | 0.8419 | | No log | 5.875 | 282 | 0.7417 | 0.6642 | 0.7417 | 0.8612 | | No log | 5.9167 | 284 | 0.7604 | 0.6642 | 0.7604 | 0.8720 | | No log | 5.9583 | 286 | 0.8006 | 0.6951 | 0.8006 | 0.8947 | | No log | 6.0 | 288 | 0.8069 | 0.7139 | 0.8069 | 0.8983 | | No log | 6.0417 | 290 | 0.8402 | 0.7139 | 0.8402 | 0.9166 | | No log | 6.0833 | 292 | 0.8419 | 0.7139 | 0.8419 | 0.9175 | | No log | 6.125 | 294 | 0.8049 | 0.6951 | 0.8049 | 0.8972 | | No log | 6.1667 | 296 | 0.7841 | 0.6882 | 0.7841 | 0.8855 | | No log | 6.2083 | 298 | 0.8166 | 0.7063 | 0.8166 | 0.9036 | | No log | 6.25 | 300 | 0.8454 | 0.7063 | 0.8454 | 0.9194 | | No log | 6.2917 | 302 | 0.8753 | 0.7063 | 0.8753 | 0.9356 | | No log | 6.3333 | 304 | 0.8271 | 0.6882 | 0.8271 | 0.9095 | | No log | 6.375 | 306 | 0.7625 | 0.6871 | 0.7625 | 0.8732 | | No log | 6.4167 | 308 | 0.7187 | 0.6975 | 0.7187 | 0.8477 | | No log | 6.4583 | 310 | 0.6845 | 0.6662 | 0.6845 | 0.8273 | | No log | 6.5 | 312 | 0.6827 | 0.6662 | 0.6827 | 0.8262 | | No log | 6.5417 | 314 | 0.7055 | 0.6714 | 0.7055 | 0.8400 | | No log | 6.5833 | 316 | 0.7257 | 0.5823 | 0.7257 | 0.8519 | | No log | 6.625 | 318 | 0.7211 | 0.6254 | 0.7211 | 0.8492 | | No log | 6.6667 | 320 | 0.6997 | 0.5867 | 0.6997 | 0.8365 | | No log | 6.7083 | 322 | 0.7039 | 0.5898 | 0.7039 | 0.8390 | | No log | 6.75 | 324 | 0.7067 | 0.6107 | 0.7067 | 0.8407 | | No log | 6.7917 | 326 | 0.7139 | 0.6719 | 0.7139 | 0.8449 | | No log | 6.8333 | 328 | 0.7371 | 0.6143 | 0.7371 | 0.8586 | | No log | 6.875 | 330 | 0.7933 | 0.6353 | 0.7933 | 0.8907 | | No log | 6.9167 | 332 | 0.8818 | 0.6903 | 0.8818 | 0.9391 | | No log | 6.9583 | 334 | 0.9674 | 0.7221 | 0.9674 | 0.9836 | | No log | 7.0 | 336 | 1.0250 | 0.7221 | 1.0250 | 1.0124 | | No log | 7.0417 | 338 | 1.0158 | 0.7221 | 1.0158 | 1.0079 | | No log | 7.0833 | 340 | 0.9518 | 0.7221 | 0.9518 | 0.9756 | | No log | 7.125 | 342 | 0.8565 | 0.7139 | 0.8565 | 0.9255 | | No log | 7.1667 | 344 | 0.8147 | 0.7139 | 0.8147 | 0.9026 | | No log | 7.2083 | 346 | 0.7584 | 0.6882 | 0.7584 | 0.8708 | | No log | 7.25 | 348 | 0.7248 | 0.6702 | 0.7248 | 0.8513 | | No log | 7.2917 | 350 | 0.7168 | 0.6882 | 0.7168 | 0.8466 | | No log | 7.3333 | 352 | 0.7216 | 0.6882 | 0.7216 | 0.8494 | | No log | 7.375 | 354 | 0.7302 | 0.6882 | 0.7302 | 0.8545 | | No log | 7.4167 | 356 | 0.7388 | 0.6882 | 0.7388 | 0.8596 | | No log | 7.4583 | 358 | 0.7314 | 0.6882 | 0.7314 | 0.8552 | | No log | 7.5 | 360 | 0.7059 | 0.6888 | 0.7059 | 0.8402 | | No log | 7.5417 | 362 | 0.7043 | 0.7342 | 0.7043 | 0.8392 | | No log | 7.5833 | 364 | 0.7178 | 0.6702 | 0.7178 | 0.8472 | | No log | 7.625 | 366 | 0.7557 | 0.6882 | 0.7557 | 0.8693 | | No log | 7.6667 | 368 | 0.7766 | 0.6882 | 0.7766 | 0.8813 | | No log | 7.7083 | 370 | 0.7843 | 0.6951 | 0.7843 | 0.8856 | | No log | 7.75 | 372 | 0.7778 | 0.6951 | 0.7778 | 0.8819 | | No log | 7.7917 | 374 | 0.8034 | 0.7139 | 0.8034 | 0.8963 | | No log | 7.8333 | 376 | 0.8331 | 0.7139 | 0.8331 | 0.9127 | | No log | 7.875 | 378 | 0.8335 | 0.7139 | 0.8335 | 0.9130 | | No log | 7.9167 | 380 | 0.8116 | 0.7139 | 0.8116 | 0.9009 | | No log | 7.9583 | 382 | 0.8013 | 0.7139 | 0.8013 | 0.8952 | | No log | 8.0 | 384 | 0.7915 | 0.7139 | 0.7915 | 0.8897 | | No log | 8.0417 | 386 | 0.7726 | 0.6951 | 0.7726 | 0.8790 | | No log | 8.0833 | 388 | 0.7600 | 0.6951 | 0.7600 | 0.8718 | | No log | 8.125 | 390 | 0.7533 | 0.7427 | 0.7533 | 0.8679 | | No log | 8.1667 | 392 | 0.7511 | 0.7427 | 0.7511 | 0.8667 | | No log | 8.2083 | 394 | 0.7375 | 0.7427 | 0.7375 | 0.8588 | | No log | 8.25 | 396 | 0.7214 | 0.7337 | 0.7214 | 0.8494 | | No log | 8.2917 | 398 | 0.7239 | 0.7172 | 0.7239 | 0.8508 | | No log | 8.3333 | 400 | 0.7236 | 0.7172 | 0.7236 | 0.8506 | | No log | 8.375 | 402 | 0.7197 | 0.7172 | 0.7197 | 0.8483 | | No log | 8.4167 | 404 | 0.7017 | 0.7172 | 0.7017 | 0.8377 | | No log | 8.4583 | 406 | 0.6943 | 0.7172 | 0.6943 | 0.8333 | | No log | 8.5 | 408 | 0.6936 | 0.7172 | 0.6936 | 0.8328 | | No log | 8.5417 | 410 | 0.6889 | 0.7172 | 0.6889 | 0.8300 | | No log | 8.5833 | 412 | 0.6949 | 0.7172 | 0.6949 | 0.8336 | | No log | 8.625 | 414 | 0.7042 | 0.7172 | 0.7042 | 0.8392 | | No log | 8.6667 | 416 | 0.7194 | 0.7172 | 0.7194 | 0.8482 | | No log | 8.7083 | 418 | 0.7559 | 0.7172 | 0.7559 | 0.8694 | | No log | 8.75 | 420 | 0.7810 | 0.7346 | 0.7810 | 0.8838 | | No log | 8.7917 | 422 | 0.8087 | 0.7346 | 0.8087 | 0.8993 | | No log | 8.8333 | 424 | 0.8240 | 0.7346 | 0.8240 | 0.9078 | | No log | 8.875 | 426 | 0.8176 | 0.7346 | 0.8176 | 0.9042 | | No log | 8.9167 | 428 | 0.8155 | 0.7346 | 0.8155 | 0.9030 | | No log | 8.9583 | 430 | 0.8001 | 0.7346 | 0.8001 | 0.8945 | | No log | 9.0 | 432 | 0.7936 | 0.7346 | 0.7936 | 0.8908 | | No log | 9.0417 | 434 | 0.7872 | 0.7346 | 0.7872 | 0.8873 | | No log | 9.0833 | 436 | 0.7933 | 0.7346 | 0.7933 | 0.8907 | | No log | 9.125 | 438 | 0.8034 | 0.7346 | 0.8034 | 0.8964 | | No log | 9.1667 | 440 | 0.8099 | 0.7346 | 0.8099 | 0.8999 | | No log | 9.2083 | 442 | 0.8032 | 0.7346 | 0.8032 | 0.8962 | | No log | 9.25 | 444 | 0.7911 | 0.7346 | 0.7911 | 0.8894 | | No log | 9.2917 | 446 | 0.7743 | 0.7346 | 0.7743 | 0.8800 | | No log | 9.3333 | 448 | 0.7545 | 0.7346 | 0.7545 | 0.8686 | | No log | 9.375 | 450 | 0.7459 | 0.7172 | 0.7459 | 0.8637 | | No log | 9.4167 | 452 | 0.7456 | 0.7172 | 0.7456 | 0.8635 | | No log | 9.4583 | 454 | 0.7395 | 0.7172 | 0.7395 | 0.8600 | | No log | 9.5 | 456 | 0.7343 | 0.7172 | 0.7343 | 0.8569 | | No log | 9.5417 | 458 | 0.7290 | 0.7172 | 0.7290 | 0.8538 | | No log | 9.5833 | 460 | 0.7256 | 0.7172 | 0.7256 | 0.8518 | | No log | 9.625 | 462 | 0.7242 | 0.7172 | 0.7242 | 0.8510 | | No log | 9.6667 | 464 | 0.7226 | 0.7172 | 0.7226 | 0.8501 | | No log | 9.7083 | 466 | 0.7208 | 0.7172 | 0.7208 | 0.8490 | | No log | 9.75 | 468 | 0.7213 | 0.7172 | 0.7213 | 0.8493 | | No log | 9.7917 | 470 | 0.7198 | 0.7172 | 0.7198 | 0.8484 | | No log | 9.8333 | 472 | 0.7181 | 0.7172 | 0.7181 | 0.8474 | | No log | 9.875 | 474 | 0.7164 | 0.7172 | 0.7164 | 0.8464 | | No log | 9.9167 | 476 | 0.7156 | 0.7172 | 0.7156 | 0.8459 | | No log | 9.9583 | 478 | 0.7158 | 0.7172 | 0.7158 | 0.8461 | | No log | 10.0 | 480 | 0.7158 | 0.7172 | 0.7158 | 0.8461 | ### Framework versions - Transformers 4.44.2 - Pytorch 2.4.0+cu118 - Datasets 2.21.0 - Tokenizers 0.19.1