ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task1_organization
This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9738
- Qwk: 0.5954
- Mse: 0.9738
- Rmse: 0.9868
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 | 0.4 | 2 | 7.3513 | 0.0870 | 7.3513 | 2.7113 |
No log | 0.8 | 4 | 5.7235 | 0.0381 | 5.7235 | 2.3924 |
No log | 1.2 | 6 | 4.5852 | -0.0221 | 4.5852 | 2.1413 |
No log | 1.6 | 8 | 3.7833 | 0.1264 | 3.7833 | 1.9451 |
No log | 2.0 | 10 | 3.2628 | 0.0988 | 3.2628 | 1.8063 |
No log | 2.4 | 12 | 2.8235 | 0.0755 | 2.8235 | 1.6803 |
No log | 2.8 | 14 | 2.3737 | 0.0261 | 2.3737 | 1.5407 |
No log | 3.2 | 16 | 2.1826 | 0.0278 | 2.1826 | 1.4774 |
No log | 3.6 | 18 | 2.1431 | 0.1096 | 2.1431 | 1.4639 |
No log | 4.0 | 20 | 1.9792 | 0.3622 | 1.9792 | 1.4069 |
No log | 4.4 | 22 | 1.7850 | 0.3419 | 1.7850 | 1.3361 |
No log | 4.8 | 24 | 1.7093 | 0.3770 | 1.7093 | 1.3074 |
No log | 5.2 | 26 | 1.7929 | 0.4122 | 1.7929 | 1.3390 |
No log | 5.6 | 28 | 1.7678 | 0.4526 | 1.7678 | 1.3296 |
No log | 6.0 | 30 | 1.5911 | 0.4769 | 1.5911 | 1.2614 |
No log | 6.4 | 32 | 1.4491 | 0.4590 | 1.4491 | 1.2038 |
No log | 6.8 | 34 | 1.3774 | 0.4286 | 1.3774 | 1.1736 |
No log | 7.2 | 36 | 1.3243 | 0.4567 | 1.3243 | 1.1508 |
No log | 7.6 | 38 | 1.2704 | 0.4806 | 1.2704 | 1.1271 |
No log | 8.0 | 40 | 1.2155 | 0.4286 | 1.2155 | 1.1025 |
No log | 8.4 | 42 | 1.2928 | 0.3009 | 1.2928 | 1.1370 |
No log | 8.8 | 44 | 1.2443 | 0.2982 | 1.2443 | 1.1155 |
No log | 9.2 | 46 | 1.2495 | 0.2982 | 1.2495 | 1.1178 |
No log | 9.6 | 48 | 1.1777 | 0.3276 | 1.1777 | 1.0852 |
No log | 10.0 | 50 | 1.2051 | 0.2957 | 1.2051 | 1.0977 |
No log | 10.4 | 52 | 1.1005 | 0.4480 | 1.1005 | 1.0491 |
No log | 10.8 | 54 | 1.1265 | 0.3529 | 1.1265 | 1.0614 |
No log | 11.2 | 56 | 1.1918 | 0.4202 | 1.1918 | 1.0917 |
No log | 11.6 | 58 | 1.2253 | 0.5 | 1.2253 | 1.1069 |
No log | 12.0 | 60 | 1.1821 | 0.5354 | 1.1821 | 1.0873 |
No log | 12.4 | 62 | 1.1082 | 0.5909 | 1.1082 | 1.0527 |
No log | 12.8 | 64 | 1.1574 | 0.6015 | 1.1574 | 1.0758 |
No log | 13.2 | 66 | 1.4169 | 0.4627 | 1.4169 | 1.1903 |
No log | 13.6 | 68 | 1.3988 | 0.4889 | 1.3988 | 1.1827 |
No log | 14.0 | 70 | 1.0887 | 0.6119 | 1.0887 | 1.0434 |
No log | 14.4 | 72 | 0.9766 | 0.6029 | 0.9766 | 0.9882 |
No log | 14.8 | 74 | 1.0409 | 0.5926 | 1.0409 | 1.0202 |
No log | 15.2 | 76 | 1.2364 | 0.5821 | 1.2364 | 1.1119 |
No log | 15.6 | 78 | 1.4275 | 0.4526 | 1.4275 | 1.1948 |
No log | 16.0 | 80 | 1.3144 | 0.5522 | 1.3144 | 1.1465 |
No log | 16.4 | 82 | 1.1078 | 0.5865 | 1.1078 | 1.0525 |
No log | 16.8 | 84 | 1.0709 | 0.5496 | 1.0709 | 1.0348 |
No log | 17.2 | 86 | 1.0940 | 0.5865 | 1.0940 | 1.0460 |
No log | 17.6 | 88 | 1.2687 | 0.5821 | 1.2687 | 1.1264 |
No log | 18.0 | 90 | 1.3383 | 0.5778 | 1.3383 | 1.1568 |
No log | 18.4 | 92 | 1.1501 | 0.5926 | 1.1501 | 1.0724 |
No log | 18.8 | 94 | 0.9704 | 0.5821 | 0.9704 | 0.9851 |
No log | 19.2 | 96 | 0.9612 | 0.5821 | 0.9612 | 0.9804 |
No log | 19.6 | 98 | 1.1060 | 0.5882 | 1.1060 | 1.0517 |
No log | 20.0 | 100 | 1.3657 | 0.5109 | 1.3657 | 1.1686 |
No log | 20.4 | 102 | 1.3221 | 0.5441 | 1.3221 | 1.1498 |
No log | 20.8 | 104 | 1.0639 | 0.6015 | 1.0639 | 1.0315 |
No log | 21.2 | 106 | 0.8838 | 0.7059 | 0.8838 | 0.9401 |
No log | 21.6 | 108 | 0.8608 | 0.6806 | 0.8608 | 0.9278 |
No log | 22.0 | 110 | 0.8252 | 0.6809 | 0.8252 | 0.9084 |
No log | 22.4 | 112 | 0.9191 | 0.6277 | 0.9191 | 0.9587 |
No log | 22.8 | 114 | 1.1298 | 0.5839 | 1.1298 | 1.0629 |
No log | 23.2 | 116 | 1.2770 | 0.5507 | 1.2770 | 1.1300 |
No log | 23.6 | 118 | 1.1551 | 0.5839 | 1.1551 | 1.0747 |
No log | 24.0 | 120 | 0.9559 | 0.6176 | 0.9559 | 0.9777 |
No log | 24.4 | 122 | 0.8655 | 0.6857 | 0.8655 | 0.9303 |
No log | 24.8 | 124 | 0.9022 | 0.6809 | 0.9022 | 0.9499 |
No log | 25.2 | 126 | 0.9441 | 0.6061 | 0.9441 | 0.9717 |
No log | 25.6 | 128 | 1.0714 | 0.6 | 1.0714 | 1.0351 |
No log | 26.0 | 130 | 1.2228 | 0.5564 | 1.2228 | 1.1058 |
No log | 26.4 | 132 | 1.2551 | 0.5564 | 1.2551 | 1.1203 |
No log | 26.8 | 134 | 1.1628 | 0.5606 | 1.1628 | 1.0784 |
No log | 27.2 | 136 | 0.9860 | 0.5846 | 0.9860 | 0.9930 |
No log | 27.6 | 138 | 0.9329 | 0.6061 | 0.9329 | 0.9659 |
No log | 28.0 | 140 | 0.9854 | 0.5882 | 0.9854 | 0.9927 |
No log | 28.4 | 142 | 1.1461 | 0.5735 | 1.1461 | 1.0705 |
No log | 28.8 | 144 | 1.2248 | 0.5735 | 1.2248 | 1.1067 |
No log | 29.2 | 146 | 1.0922 | 0.5839 | 1.0922 | 1.0451 |
No log | 29.6 | 148 | 0.8575 | 0.6370 | 0.8575 | 0.9260 |
No log | 30.0 | 150 | 0.7856 | 0.7246 | 0.7856 | 0.8863 |
No log | 30.4 | 152 | 0.7826 | 0.7391 | 0.7826 | 0.8847 |
No log | 30.8 | 154 | 0.8705 | 0.6176 | 0.8705 | 0.9330 |
No log | 31.2 | 156 | 0.9286 | 0.5926 | 0.9286 | 0.9636 |
No log | 31.6 | 158 | 0.9460 | 0.5926 | 0.9460 | 0.9726 |
No log | 32.0 | 160 | 0.8997 | 0.6119 | 0.8997 | 0.9485 |
No log | 32.4 | 162 | 0.8489 | 0.6815 | 0.8489 | 0.9213 |
No log | 32.8 | 164 | 0.8675 | 0.6912 | 0.8675 | 0.9314 |
No log | 33.2 | 166 | 0.8849 | 0.6471 | 0.8849 | 0.9407 |
No log | 33.6 | 168 | 0.9246 | 0.5802 | 0.9246 | 0.9616 |
No log | 34.0 | 170 | 0.9920 | 0.6119 | 0.9920 | 0.9960 |
No log | 34.4 | 172 | 1.0022 | 0.6119 | 1.0022 | 1.0011 |
No log | 34.8 | 174 | 0.9731 | 0.5758 | 0.9731 | 0.9864 |
No log | 35.2 | 176 | 0.9694 | 0.5758 | 0.9694 | 0.9846 |
No log | 35.6 | 178 | 0.9921 | 0.6119 | 0.9921 | 0.9960 |
No log | 36.0 | 180 | 0.9894 | 0.6165 | 0.9894 | 0.9947 |
No log | 36.4 | 182 | 1.0021 | 0.6165 | 1.0021 | 1.0011 |
No log | 36.8 | 184 | 0.9880 | 0.6165 | 0.9880 | 0.9940 |
No log | 37.2 | 186 | 0.9719 | 0.6165 | 0.9719 | 0.9858 |
No log | 37.6 | 188 | 0.9755 | 0.6074 | 0.9755 | 0.9877 |
No log | 38.0 | 190 | 0.9200 | 0.6418 | 0.9200 | 0.9592 |
No log | 38.4 | 192 | 0.8922 | 0.6567 | 0.8922 | 0.9446 |
No log | 38.8 | 194 | 0.9394 | 0.6165 | 0.9394 | 0.9692 |
No log | 39.2 | 196 | 0.9821 | 0.6119 | 0.9821 | 0.9910 |
No log | 39.6 | 198 | 1.0101 | 0.6074 | 1.0101 | 1.0051 |
No log | 40.0 | 200 | 0.9497 | 0.6165 | 0.9497 | 0.9745 |
No log | 40.4 | 202 | 0.8858 | 0.6667 | 0.8858 | 0.9412 |
No log | 40.8 | 204 | 0.8754 | 0.6667 | 0.8754 | 0.9356 |
No log | 41.2 | 206 | 0.8845 | 0.6667 | 0.8845 | 0.9405 |
No log | 41.6 | 208 | 0.9079 | 0.6418 | 0.9079 | 0.9528 |
No log | 42.0 | 210 | 0.9272 | 0.6466 | 0.9272 | 0.9629 |
No log | 42.4 | 212 | 0.9622 | 0.6119 | 0.9622 | 0.9809 |
No log | 42.8 | 214 | 0.9926 | 0.6015 | 0.9926 | 0.9963 |
No log | 43.2 | 216 | 1.0497 | 0.5821 | 1.0497 | 1.0246 |
No log | 43.6 | 218 | 1.0327 | 0.5821 | 1.0327 | 1.0162 |
No log | 44.0 | 220 | 0.9587 | 0.6418 | 0.9587 | 0.9791 |
No log | 44.4 | 222 | 0.9206 | 0.6767 | 0.9206 | 0.9595 |
No log | 44.8 | 224 | 0.9263 | 0.6418 | 0.9263 | 0.9624 |
No log | 45.2 | 226 | 0.9839 | 0.6119 | 0.9839 | 0.9919 |
No log | 45.6 | 228 | 1.0358 | 0.5778 | 1.0358 | 1.0177 |
No log | 46.0 | 230 | 1.0490 | 0.5778 | 1.0490 | 1.0242 |
No log | 46.4 | 232 | 1.0148 | 0.6074 | 1.0148 | 1.0074 |
No log | 46.8 | 234 | 0.9522 | 0.5909 | 0.9522 | 0.9758 |
No log | 47.2 | 236 | 0.9618 | 0.5846 | 0.9618 | 0.9807 |
No log | 47.6 | 238 | 1.0255 | 0.5865 | 1.0255 | 1.0127 |
No log | 48.0 | 240 | 1.1153 | 0.5778 | 1.1153 | 1.0561 |
No log | 48.4 | 242 | 1.1159 | 0.5778 | 1.1159 | 1.0564 |
No log | 48.8 | 244 | 1.0441 | 0.5970 | 1.0441 | 1.0218 |
No log | 49.2 | 246 | 0.9721 | 0.5846 | 0.9721 | 0.9859 |
No log | 49.6 | 248 | 0.9316 | 0.6 | 0.9316 | 0.9652 |
No log | 50.0 | 250 | 0.9123 | 0.6 | 0.9123 | 0.9551 |
No log | 50.4 | 252 | 0.9075 | 0.6 | 0.9075 | 0.9526 |
No log | 50.8 | 254 | 0.9450 | 0.6154 | 0.9450 | 0.9721 |
No log | 51.2 | 256 | 1.0397 | 0.5714 | 1.0397 | 1.0196 |
No log | 51.6 | 258 | 1.1137 | 0.5778 | 1.1137 | 1.0553 |
No log | 52.0 | 260 | 1.1128 | 0.5522 | 1.1128 | 1.0549 |
No log | 52.4 | 262 | 1.0796 | 0.5758 | 1.0796 | 1.0390 |
No log | 52.8 | 264 | 1.0239 | 0.6094 | 1.0239 | 1.0119 |
No log | 53.2 | 266 | 1.0076 | 0.6094 | 1.0076 | 1.0038 |
No log | 53.6 | 268 | 0.9901 | 0.6308 | 0.9901 | 0.9950 |
No log | 54.0 | 270 | 0.9886 | 0.6308 | 0.9886 | 0.9943 |
No log | 54.4 | 272 | 1.0015 | 0.6 | 1.0015 | 1.0008 |
No log | 54.8 | 274 | 1.0353 | 0.5865 | 1.0353 | 1.0175 |
No log | 55.2 | 276 | 1.0486 | 0.5758 | 1.0486 | 1.0240 |
No log | 55.6 | 278 | 1.0434 | 0.5758 | 1.0434 | 1.0215 |
No log | 56.0 | 280 | 1.0574 | 0.5970 | 1.0574 | 1.0283 |
No log | 56.4 | 282 | 1.0497 | 0.5970 | 1.0497 | 1.0246 |
No log | 56.8 | 284 | 1.0265 | 0.5714 | 1.0265 | 1.0132 |
No log | 57.2 | 286 | 1.0296 | 0.5970 | 1.0296 | 1.0147 |
No log | 57.6 | 288 | 1.0825 | 0.5970 | 1.0825 | 1.0404 |
No log | 58.0 | 290 | 1.1357 | 0.5970 | 1.1357 | 1.0657 |
No log | 58.4 | 292 | 1.1368 | 0.5970 | 1.1368 | 1.0662 |
No log | 58.8 | 294 | 1.1122 | 0.5970 | 1.1122 | 1.0546 |
No log | 59.2 | 296 | 1.0809 | 0.5970 | 1.0809 | 1.0396 |
No log | 59.6 | 298 | 1.0251 | 0.5606 | 1.0251 | 1.0125 |
No log | 60.0 | 300 | 0.9866 | 0.5846 | 0.9866 | 0.9933 |
No log | 60.4 | 302 | 0.9813 | 0.5758 | 0.9813 | 0.9906 |
No log | 60.8 | 304 | 0.9887 | 0.5714 | 0.9887 | 0.9944 |
No log | 61.2 | 306 | 1.0022 | 0.5714 | 1.0022 | 1.0011 |
No log | 61.6 | 308 | 1.0381 | 0.5714 | 1.0381 | 1.0189 |
No log | 62.0 | 310 | 1.0926 | 0.5714 | 1.0926 | 1.0453 |
No log | 62.4 | 312 | 1.1097 | 0.5970 | 1.1097 | 1.0534 |
No log | 62.8 | 314 | 1.0802 | 0.5714 | 1.0802 | 1.0393 |
No log | 63.2 | 316 | 1.0210 | 0.5649 | 1.0210 | 1.0105 |
No log | 63.6 | 318 | 0.9625 | 0.6094 | 0.9625 | 0.9811 |
No log | 64.0 | 320 | 0.9441 | 0.6357 | 0.9441 | 0.9716 |
No log | 64.4 | 322 | 0.9433 | 0.6357 | 0.9433 | 0.9712 |
No log | 64.8 | 324 | 0.9548 | 0.6094 | 0.9548 | 0.9771 |
No log | 65.2 | 326 | 0.9698 | 0.5802 | 0.9698 | 0.9848 |
No log | 65.6 | 328 | 0.9915 | 0.5692 | 0.9915 | 0.9958 |
No log | 66.0 | 330 | 1.0189 | 0.5758 | 1.0189 | 1.0094 |
No log | 66.4 | 332 | 1.0256 | 0.5758 | 1.0256 | 1.0127 |
No log | 66.8 | 334 | 1.0049 | 0.5758 | 1.0049 | 1.0025 |
No log | 67.2 | 336 | 0.9755 | 0.5802 | 0.9755 | 0.9877 |
No log | 67.6 | 338 | 0.9564 | 0.6154 | 0.9564 | 0.9779 |
No log | 68.0 | 340 | 0.9452 | 0.6154 | 0.9452 | 0.9722 |
No log | 68.4 | 342 | 0.9366 | 0.6412 | 0.9366 | 0.9678 |
No log | 68.8 | 344 | 0.9355 | 0.6412 | 0.9355 | 0.9672 |
No log | 69.2 | 346 | 0.9423 | 0.5909 | 0.9423 | 0.9707 |
No log | 69.6 | 348 | 0.9618 | 0.5909 | 0.9618 | 0.9807 |
No log | 70.0 | 350 | 0.9963 | 0.5714 | 0.9963 | 0.9981 |
No log | 70.4 | 352 | 1.0121 | 0.5714 | 1.0121 | 1.0060 |
No log | 70.8 | 354 | 0.9992 | 0.5714 | 0.9992 | 0.9996 |
No log | 71.2 | 356 | 0.9906 | 0.5758 | 0.9906 | 0.9953 |
No log | 71.6 | 358 | 0.9598 | 0.5909 | 0.9598 | 0.9797 |
No log | 72.0 | 360 | 0.9359 | 0.6308 | 0.9359 | 0.9674 |
No log | 72.4 | 362 | 0.9421 | 0.5954 | 0.9421 | 0.9706 |
No log | 72.8 | 364 | 0.9628 | 0.5954 | 0.9628 | 0.9812 |
No log | 73.2 | 366 | 0.9860 | 0.5802 | 0.9860 | 0.9930 |
No log | 73.6 | 368 | 0.9872 | 0.5802 | 0.9872 | 0.9936 |
No log | 74.0 | 370 | 0.9647 | 0.5802 | 0.9647 | 0.9822 |
No log | 74.4 | 372 | 0.9348 | 0.5954 | 0.9348 | 0.9668 |
No log | 74.8 | 374 | 0.9203 | 0.6202 | 0.9203 | 0.9593 |
No log | 75.2 | 376 | 0.9274 | 0.6202 | 0.9274 | 0.9630 |
No log | 75.6 | 378 | 0.9500 | 0.6202 | 0.9500 | 0.9747 |
No log | 76.0 | 380 | 0.9694 | 0.6202 | 0.9694 | 0.9846 |
No log | 76.4 | 382 | 0.9939 | 0.5846 | 0.9939 | 0.9969 |
No log | 76.8 | 384 | 1.0020 | 0.5846 | 1.0020 | 1.0010 |
No log | 77.2 | 386 | 1.0016 | 0.6202 | 1.0016 | 1.0008 |
No log | 77.6 | 388 | 0.9893 | 0.6094 | 0.9893 | 0.9946 |
No log | 78.0 | 390 | 0.9712 | 0.6094 | 0.9712 | 0.9855 |
No log | 78.4 | 392 | 0.9631 | 0.6202 | 0.9631 | 0.9814 |
No log | 78.8 | 394 | 0.9526 | 0.6202 | 0.9526 | 0.9760 |
No log | 79.2 | 396 | 0.9483 | 0.6308 | 0.9483 | 0.9738 |
No log | 79.6 | 398 | 0.9514 | 0.6308 | 0.9514 | 0.9754 |
No log | 80.0 | 400 | 0.9452 | 0.6308 | 0.9452 | 0.9722 |
No log | 80.4 | 402 | 0.9414 | 0.6308 | 0.9414 | 0.9702 |
No log | 80.8 | 404 | 0.9242 | 0.6308 | 0.9242 | 0.9614 |
No log | 81.2 | 406 | 0.9204 | 0.6308 | 0.9204 | 0.9594 |
No log | 81.6 | 408 | 0.9167 | 0.6308 | 0.9167 | 0.9575 |
No log | 82.0 | 410 | 0.9111 | 0.6565 | 0.9111 | 0.9545 |
No log | 82.4 | 412 | 0.9103 | 0.6565 | 0.9103 | 0.9541 |
No log | 82.8 | 414 | 0.9120 | 0.6565 | 0.9120 | 0.9550 |
No log | 83.2 | 416 | 0.9237 | 0.6308 | 0.9237 | 0.9611 |
No log | 83.6 | 418 | 0.9314 | 0.6308 | 0.9314 | 0.9651 |
No log | 84.0 | 420 | 0.9296 | 0.5954 | 0.9296 | 0.9641 |
No log | 84.4 | 422 | 0.9314 | 0.5954 | 0.9314 | 0.9651 |
No log | 84.8 | 424 | 0.9272 | 0.5954 | 0.9272 | 0.9629 |
No log | 85.2 | 426 | 0.9202 | 0.5954 | 0.9202 | 0.9593 |
No log | 85.6 | 428 | 0.9145 | 0.6308 | 0.9145 | 0.9563 |
No log | 86.0 | 430 | 0.9143 | 0.6565 | 0.9143 | 0.9562 |
No log | 86.4 | 432 | 0.9230 | 0.6308 | 0.9230 | 0.9607 |
No log | 86.8 | 434 | 0.9375 | 0.6308 | 0.9375 | 0.9683 |
No log | 87.2 | 436 | 0.9543 | 0.5954 | 0.9543 | 0.9769 |
No log | 87.6 | 438 | 0.9659 | 0.5954 | 0.9659 | 0.9828 |
No log | 88.0 | 440 | 0.9672 | 0.5954 | 0.9672 | 0.9834 |
No log | 88.4 | 442 | 0.9701 | 0.5954 | 0.9701 | 0.9850 |
No log | 88.8 | 444 | 0.9703 | 0.5954 | 0.9703 | 0.9851 |
No log | 89.2 | 446 | 0.9704 | 0.5954 | 0.9704 | 0.9851 |
No log | 89.6 | 448 | 0.9662 | 0.6308 | 0.9662 | 0.9829 |
No log | 90.0 | 450 | 0.9590 | 0.6308 | 0.9590 | 0.9793 |
No log | 90.4 | 452 | 0.9559 | 0.6308 | 0.9559 | 0.9777 |
No log | 90.8 | 454 | 0.9583 | 0.6308 | 0.9583 | 0.9789 |
No log | 91.2 | 456 | 0.9646 | 0.6308 | 0.9646 | 0.9821 |
No log | 91.6 | 458 | 0.9720 | 0.5954 | 0.9720 | 0.9859 |
No log | 92.0 | 460 | 0.9811 | 0.5954 | 0.9811 | 0.9905 |
No log | 92.4 | 462 | 0.9846 | 0.5846 | 0.9846 | 0.9923 |
No log | 92.8 | 464 | 0.9868 | 0.5846 | 0.9868 | 0.9934 |
No log | 93.2 | 466 | 0.9919 | 0.5846 | 0.9919 | 0.9959 |
No log | 93.6 | 468 | 0.9935 | 0.5846 | 0.9935 | 0.9968 |
No log | 94.0 | 470 | 0.9925 | 0.5846 | 0.9925 | 0.9963 |
No log | 94.4 | 472 | 0.9927 | 0.5846 | 0.9927 | 0.9964 |
No log | 94.8 | 474 | 0.9904 | 0.5846 | 0.9904 | 0.9952 |
No log | 95.2 | 476 | 0.9882 | 0.5846 | 0.9882 | 0.9941 |
No log | 95.6 | 478 | 0.9858 | 0.5846 | 0.9858 | 0.9929 |
No log | 96.0 | 480 | 0.9819 | 0.5846 | 0.9819 | 0.9909 |
No log | 96.4 | 482 | 0.9796 | 0.5846 | 0.9796 | 0.9897 |
No log | 96.8 | 484 | 0.9783 | 0.5846 | 0.9783 | 0.9891 |
No log | 97.2 | 486 | 0.9768 | 0.5954 | 0.9768 | 0.9883 |
No log | 97.6 | 488 | 0.9750 | 0.5954 | 0.9750 | 0.9874 |
No log | 98.0 | 490 | 0.9747 | 0.5954 | 0.9747 | 0.9873 |
No log | 98.4 | 492 | 0.9745 | 0.5954 | 0.9745 | 0.9872 |
No log | 98.8 | 494 | 0.9739 | 0.5954 | 0.9739 | 0.9869 |
No log | 99.2 | 496 | 0.9739 | 0.5954 | 0.9739 | 0.9868 |
No log | 99.6 | 498 | 0.9737 | 0.5954 | 0.9737 | 0.9868 |
0.2767 | 100.0 | 500 | 0.9738 | 0.5954 | 0.9738 | 0.9868 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
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Model tree for MayBashendy/ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task1_organization
Base model
aubmindlab/bert-base-arabertv02