ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k19_task5_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: 0.9235
- Qwk: 0.5933
- Mse: 0.9235
- Rmse: 0.9610
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 | 0.0290 | 2 | 2.3454 | 0.0263 | 2.3454 | 1.5315 |
| No log | 0.0580 | 4 | 1.7569 | 0.1354 | 1.7569 | 1.3255 |
| No log | 0.0870 | 6 | 1.6997 | 0.0034 | 1.6997 | 1.3037 |
| No log | 0.1159 | 8 | 1.5299 | 0.2211 | 1.5299 | 1.2369 |
| No log | 0.1449 | 10 | 1.4585 | 0.2992 | 1.4585 | 1.2077 |
| No log | 0.1739 | 12 | 1.4252 | 0.2684 | 1.4252 | 1.1938 |
| No log | 0.2029 | 14 | 1.3805 | 0.2618 | 1.3805 | 1.1749 |
| No log | 0.2319 | 16 | 1.3301 | 0.2238 | 1.3301 | 1.1533 |
| No log | 0.2609 | 18 | 1.2988 | 0.1988 | 1.2988 | 1.1396 |
| No log | 0.2899 | 20 | 1.2486 | 0.2809 | 1.2486 | 1.1174 |
| No log | 0.3188 | 22 | 1.2053 | 0.3231 | 1.2053 | 1.0979 |
| No log | 0.3478 | 24 | 1.2140 | 0.3424 | 1.2140 | 1.1018 |
| No log | 0.3768 | 26 | 1.2101 | 0.3312 | 1.2101 | 1.1000 |
| No log | 0.4058 | 28 | 1.2017 | 0.3410 | 1.2017 | 1.0962 |
| No log | 0.4348 | 30 | 1.2194 | 0.3441 | 1.2194 | 1.1043 |
| No log | 0.4638 | 32 | 1.2009 | 0.3921 | 1.2009 | 1.0958 |
| No log | 0.4928 | 34 | 1.1913 | 0.3783 | 1.1913 | 1.0914 |
| No log | 0.5217 | 36 | 1.2820 | 0.3549 | 1.2820 | 1.1322 |
| No log | 0.5507 | 38 | 1.3018 | 0.3204 | 1.3018 | 1.1410 |
| No log | 0.5797 | 40 | 1.2114 | 0.3743 | 1.2114 | 1.1006 |
| No log | 0.6087 | 42 | 1.1590 | 0.3681 | 1.1590 | 1.0766 |
| No log | 0.6377 | 44 | 1.1676 | 0.3978 | 1.1676 | 1.0806 |
| No log | 0.6667 | 46 | 1.2108 | 0.3694 | 1.2108 | 1.1004 |
| No log | 0.6957 | 48 | 1.1656 | 0.3611 | 1.1656 | 1.0796 |
| No log | 0.7246 | 50 | 1.1609 | 0.3371 | 1.1609 | 1.0775 |
| No log | 0.7536 | 52 | 1.1895 | 0.2729 | 1.1895 | 1.0906 |
| No log | 0.7826 | 54 | 1.2111 | 0.2901 | 1.2111 | 1.1005 |
| No log | 0.8116 | 56 | 1.2251 | 0.3336 | 1.2251 | 1.1068 |
| No log | 0.8406 | 58 | 1.2019 | 0.3118 | 1.2019 | 1.0963 |
| No log | 0.8696 | 60 | 1.2176 | 0.3174 | 1.2176 | 1.1034 |
| No log | 0.8986 | 62 | 1.2569 | 0.3336 | 1.2569 | 1.1211 |
| No log | 0.9275 | 64 | 1.3225 | 0.3219 | 1.3225 | 1.1500 |
| No log | 0.9565 | 66 | 1.2612 | 0.2910 | 1.2612 | 1.1230 |
| No log | 0.9855 | 68 | 1.2884 | 0.1657 | 1.2884 | 1.1351 |
| No log | 1.0145 | 70 | 1.3699 | 0.1997 | 1.3699 | 1.1704 |
| No log | 1.0435 | 72 | 1.2845 | 0.2497 | 1.2845 | 1.1334 |
| No log | 1.0725 | 74 | 1.1691 | 0.2671 | 1.1691 | 1.0813 |
| No log | 1.1014 | 76 | 1.1561 | 0.3051 | 1.1561 | 1.0752 |
| No log | 1.1304 | 78 | 1.2224 | 0.4239 | 1.2224 | 1.1056 |
| No log | 1.1594 | 80 | 1.4131 | 0.3888 | 1.4131 | 1.1887 |
| No log | 1.1884 | 82 | 1.5454 | 0.3999 | 1.5454 | 1.2431 |
| No log | 1.2174 | 84 | 1.4607 | 0.3565 | 1.4607 | 1.2086 |
| No log | 1.2464 | 86 | 1.2717 | 0.3831 | 1.2717 | 1.1277 |
| No log | 1.2754 | 88 | 1.2103 | 0.4092 | 1.2103 | 1.1001 |
| No log | 1.3043 | 90 | 1.3121 | 0.4240 | 1.3121 | 1.1455 |
| No log | 1.3333 | 92 | 1.3061 | 0.4240 | 1.3061 | 1.1429 |
| No log | 1.3623 | 94 | 1.2821 | 0.4241 | 1.2821 | 1.1323 |
| No log | 1.3913 | 96 | 1.4065 | 0.4107 | 1.4065 | 1.1860 |
| No log | 1.4203 | 98 | 1.7254 | 0.3932 | 1.7254 | 1.3135 |
| No log | 1.4493 | 100 | 1.6115 | 0.4246 | 1.6115 | 1.2694 |
| No log | 1.4783 | 102 | 1.2510 | 0.4245 | 1.2510 | 1.1185 |
| No log | 1.5072 | 104 | 1.1032 | 0.4550 | 1.1032 | 1.0503 |
| No log | 1.5362 | 106 | 1.1294 | 0.4409 | 1.1294 | 1.0627 |
| No log | 1.5652 | 108 | 1.3252 | 0.4236 | 1.3252 | 1.1512 |
| No log | 1.5942 | 110 | 1.7149 | 0.4086 | 1.7149 | 1.3095 |
| No log | 1.6232 | 112 | 1.7489 | 0.4118 | 1.7489 | 1.3225 |
| No log | 1.6522 | 114 | 1.4270 | 0.4415 | 1.4270 | 1.1946 |
| No log | 1.6812 | 116 | 1.0257 | 0.4522 | 1.0257 | 1.0128 |
| No log | 1.7101 | 118 | 0.9056 | 0.5369 | 0.9056 | 0.9516 |
| No log | 1.7391 | 120 | 0.9122 | 0.5005 | 0.9122 | 0.9551 |
| No log | 1.7681 | 122 | 0.8808 | 0.5369 | 0.8808 | 0.9385 |
| No log | 1.7971 | 124 | 0.8883 | 0.5405 | 0.8883 | 0.9425 |
| No log | 1.8261 | 126 | 0.9849 | 0.4990 | 0.9849 | 0.9924 |
| No log | 1.8551 | 128 | 1.2136 | 0.4855 | 1.2136 | 1.1016 |
| No log | 1.8841 | 130 | 1.2772 | 0.4864 | 1.2772 | 1.1301 |
| No log | 1.9130 | 132 | 1.1756 | 0.4663 | 1.1756 | 1.0843 |
| No log | 1.9420 | 134 | 1.0213 | 0.5032 | 1.0213 | 1.0106 |
| No log | 1.9710 | 136 | 0.9374 | 0.5611 | 0.9374 | 0.9682 |
| No log | 2.0 | 138 | 0.9406 | 0.5611 | 0.9406 | 0.9699 |
| No log | 2.0290 | 140 | 1.0290 | 0.5348 | 1.0290 | 1.0144 |
| No log | 2.0580 | 142 | 1.2402 | 0.5082 | 1.2402 | 1.1137 |
| No log | 2.0870 | 144 | 1.3755 | 0.5253 | 1.3755 | 1.1728 |
| No log | 2.1159 | 146 | 1.3292 | 0.5080 | 1.3292 | 1.1529 |
| No log | 2.1449 | 148 | 1.1492 | 0.4921 | 1.1492 | 1.0720 |
| No log | 2.1739 | 150 | 1.0192 | 0.5162 | 1.0192 | 1.0096 |
| No log | 2.2029 | 152 | 1.0206 | 0.5305 | 1.0206 | 1.0102 |
| No log | 2.2319 | 154 | 0.9896 | 0.5358 | 0.9896 | 0.9948 |
| No log | 2.2609 | 156 | 0.9519 | 0.5593 | 0.9519 | 0.9756 |
| No log | 2.2899 | 158 | 0.9715 | 0.5733 | 0.9715 | 0.9857 |
| No log | 2.3188 | 160 | 1.0480 | 0.5591 | 1.0480 | 1.0237 |
| No log | 2.3478 | 162 | 1.1282 | 0.5514 | 1.1282 | 1.0622 |
| No log | 2.3768 | 164 | 1.1220 | 0.5479 | 1.1220 | 1.0593 |
| No log | 2.4058 | 166 | 1.0751 | 0.5520 | 1.0751 | 1.0369 |
| No log | 2.4348 | 168 | 0.9521 | 0.5530 | 0.9521 | 0.9758 |
| No log | 2.4638 | 170 | 0.8842 | 0.5722 | 0.8842 | 0.9403 |
| No log | 2.4928 | 172 | 0.8586 | 0.5993 | 0.8586 | 0.9266 |
| No log | 2.5217 | 174 | 0.9053 | 0.5740 | 0.9053 | 0.9515 |
| No log | 2.5507 | 176 | 1.0214 | 0.5392 | 1.0214 | 1.0106 |
| No log | 2.5797 | 178 | 1.1620 | 0.5274 | 1.1620 | 1.0780 |
| No log | 2.6087 | 180 | 1.1570 | 0.5151 | 1.1570 | 1.0756 |
| No log | 2.6377 | 182 | 0.9938 | 0.5572 | 0.9938 | 0.9969 |
| No log | 2.6667 | 184 | 0.9202 | 0.5753 | 0.9202 | 0.9593 |
| No log | 2.6957 | 186 | 0.8612 | 0.5931 | 0.8612 | 0.9280 |
| No log | 2.7246 | 188 | 0.9154 | 0.5687 | 0.9154 | 0.9567 |
| No log | 2.7536 | 190 | 1.0472 | 0.5542 | 1.0472 | 1.0233 |
| No log | 2.7826 | 192 | 1.1532 | 0.5316 | 1.1532 | 1.0739 |
| No log | 2.8116 | 194 | 1.0622 | 0.5435 | 1.0622 | 1.0306 |
| No log | 2.8406 | 196 | 0.9192 | 0.5768 | 0.9192 | 0.9587 |
| No log | 2.8696 | 198 | 0.8228 | 0.6282 | 0.8228 | 0.9071 |
| No log | 2.8986 | 200 | 0.8127 | 0.6398 | 0.8127 | 0.9015 |
| No log | 2.9275 | 202 | 0.8664 | 0.6117 | 0.8664 | 0.9308 |
| No log | 2.9565 | 204 | 0.8909 | 0.6001 | 0.8909 | 0.9439 |
| No log | 2.9855 | 206 | 0.9114 | 0.6017 | 0.9114 | 0.9546 |
| No log | 3.0145 | 208 | 0.9451 | 0.6002 | 0.9451 | 0.9722 |
| No log | 3.0435 | 210 | 0.9659 | 0.5966 | 0.9659 | 0.9828 |
| No log | 3.0725 | 212 | 1.0495 | 0.5449 | 1.0495 | 1.0245 |
| No log | 3.1014 | 214 | 1.1544 | 0.5168 | 1.1544 | 1.0744 |
| No log | 3.1304 | 216 | 1.3764 | 0.5007 | 1.3764 | 1.1732 |
| No log | 3.1594 | 218 | 1.4145 | 0.4863 | 1.4145 | 1.1893 |
| No log | 3.1884 | 220 | 1.3121 | 0.4565 | 1.3121 | 1.1455 |
| No log | 3.2174 | 222 | 1.1955 | 0.4789 | 1.1955 | 1.0934 |
| No log | 3.2464 | 224 | 1.0603 | 0.4888 | 1.0603 | 1.0297 |
| No log | 3.2754 | 226 | 0.9848 | 0.4618 | 0.9848 | 0.9924 |
| No log | 3.3043 | 228 | 0.9126 | 0.5138 | 0.9126 | 0.9553 |
| No log | 3.3333 | 230 | 0.8987 | 0.5254 | 0.8987 | 0.9480 |
| No log | 3.3623 | 232 | 0.9315 | 0.5229 | 0.9315 | 0.9652 |
| No log | 3.3913 | 234 | 1.0726 | 0.5190 | 1.0726 | 1.0357 |
| No log | 3.4203 | 236 | 1.2755 | 0.5160 | 1.2755 | 1.1294 |
| No log | 3.4493 | 238 | 1.3071 | 0.5211 | 1.3071 | 1.1433 |
| No log | 3.4783 | 240 | 1.1354 | 0.5561 | 1.1354 | 1.0655 |
| No log | 3.5072 | 242 | 0.9957 | 0.5877 | 0.9957 | 0.9979 |
| No log | 3.5362 | 244 | 0.9846 | 0.5636 | 0.9846 | 0.9922 |
| No log | 3.5652 | 246 | 1.0656 | 0.5387 | 1.0656 | 1.0323 |
| No log | 3.5942 | 248 | 1.2620 | 0.5023 | 1.2620 | 1.1234 |
| No log | 3.6232 | 250 | 1.3186 | 0.4972 | 1.3186 | 1.1483 |
| No log | 3.6522 | 252 | 1.2261 | 0.5192 | 1.2261 | 1.1073 |
| No log | 3.6812 | 254 | 1.0193 | 0.5708 | 1.0193 | 1.0096 |
| No log | 3.7101 | 256 | 0.8869 | 0.6282 | 0.8869 | 0.9417 |
| No log | 3.7391 | 258 | 0.8935 | 0.6282 | 0.8935 | 0.9452 |
| No log | 3.7681 | 260 | 1.0062 | 0.6243 | 1.0062 | 1.0031 |
| No log | 3.7971 | 262 | 1.1025 | 0.6204 | 1.1025 | 1.0500 |
| No log | 3.8261 | 264 | 1.0068 | 0.6214 | 1.0068 | 1.0034 |
| No log | 3.8551 | 266 | 0.8740 | 0.6605 | 0.8740 | 0.9349 |
| No log | 3.8841 | 268 | 0.7949 | 0.6470 | 0.7949 | 0.8916 |
| No log | 3.9130 | 270 | 0.7911 | 0.6491 | 0.7911 | 0.8894 |
| No log | 3.9420 | 272 | 0.8002 | 0.6490 | 0.8002 | 0.8945 |
| No log | 3.9710 | 274 | 0.8847 | 0.6294 | 0.8847 | 0.9406 |
| No log | 4.0 | 276 | 0.9340 | 0.5836 | 0.9340 | 0.9665 |
| No log | 4.0290 | 278 | 0.9241 | 0.5731 | 0.9241 | 0.9613 |
| No log | 4.0580 | 280 | 0.8521 | 0.6058 | 0.8521 | 0.9231 |
| No log | 4.0870 | 282 | 0.7896 | 0.6645 | 0.7896 | 0.8886 |
| No log | 4.1159 | 284 | 0.7421 | 0.6683 | 0.7421 | 0.8614 |
| No log | 4.1449 | 286 | 0.7500 | 0.6879 | 0.7500 | 0.8660 |
| No log | 4.1739 | 288 | 0.7817 | 0.6611 | 0.7817 | 0.8842 |
| No log | 4.2029 | 290 | 0.8354 | 0.6668 | 0.8354 | 0.9140 |
| No log | 4.2319 | 292 | 0.8622 | 0.6416 | 0.8622 | 0.9285 |
| No log | 4.2609 | 294 | 0.8917 | 0.6177 | 0.8917 | 0.9443 |
| No log | 4.2899 | 296 | 0.9255 | 0.5982 | 0.9255 | 0.9620 |
| No log | 4.3188 | 298 | 0.9287 | 0.5882 | 0.9287 | 0.9637 |
| No log | 4.3478 | 300 | 0.8823 | 0.6085 | 0.8823 | 0.9393 |
| No log | 4.3768 | 302 | 0.8716 | 0.6085 | 0.8716 | 0.9336 |
| No log | 4.4058 | 304 | 0.9085 | 0.6093 | 0.9085 | 0.9531 |
| No log | 4.4348 | 306 | 0.9664 | 0.6041 | 0.9664 | 0.9831 |
| No log | 4.4638 | 308 | 0.9602 | 0.6101 | 0.9602 | 0.9799 |
| No log | 4.4928 | 310 | 0.9900 | 0.6004 | 0.9900 | 0.9950 |
| No log | 4.5217 | 312 | 0.9839 | 0.6041 | 0.9839 | 0.9919 |
| No log | 4.5507 | 314 | 0.9369 | 0.6101 | 0.9369 | 0.9679 |
| No log | 4.5797 | 316 | 0.9247 | 0.6101 | 0.9247 | 0.9616 |
| No log | 4.6087 | 318 | 0.9335 | 0.6004 | 0.9335 | 0.9662 |
| No log | 4.6377 | 320 | 1.0326 | 0.6243 | 1.0326 | 1.0162 |
| No log | 4.6667 | 322 | 1.1359 | 0.6224 | 1.1359 | 1.0658 |
| No log | 4.6957 | 324 | 1.1010 | 0.6350 | 1.1010 | 1.0493 |
| No log | 4.7246 | 326 | 0.9693 | 0.6057 | 0.9693 | 0.9845 |
| No log | 4.7536 | 328 | 0.8341 | 0.6149 | 0.8341 | 0.9133 |
| No log | 4.7826 | 330 | 0.7474 | 0.6815 | 0.7474 | 0.8645 |
| No log | 4.8116 | 332 | 0.7455 | 0.6815 | 0.7455 | 0.8634 |
| No log | 4.8406 | 334 | 0.7862 | 0.6723 | 0.7862 | 0.8867 |
| No log | 4.8696 | 336 | 0.8710 | 0.5976 | 0.8710 | 0.9333 |
| No log | 4.8986 | 338 | 0.9335 | 0.5863 | 0.9335 | 0.9662 |
| No log | 4.9275 | 340 | 0.9642 | 0.5768 | 0.9642 | 0.9819 |
| No log | 4.9565 | 342 | 0.9974 | 0.5804 | 0.9974 | 0.9987 |
| No log | 4.9855 | 344 | 1.0438 | 0.5895 | 1.0438 | 1.0216 |
| No log | 5.0145 | 346 | 0.9990 | 0.5804 | 0.9990 | 0.9995 |
| No log | 5.0435 | 348 | 0.9167 | 0.5989 | 0.9167 | 0.9575 |
| No log | 5.0725 | 350 | 0.9218 | 0.5989 | 0.9218 | 0.9601 |
| No log | 5.1014 | 352 | 0.9565 | 0.5780 | 0.9565 | 0.9780 |
| No log | 5.1304 | 354 | 0.9637 | 0.5837 | 0.9637 | 0.9817 |
| No log | 5.1594 | 356 | 0.9950 | 0.5992 | 0.9950 | 0.9975 |
| No log | 5.1884 | 358 | 0.9226 | 0.6030 | 0.9226 | 0.9605 |
| No log | 5.2174 | 360 | 0.8891 | 0.6259 | 0.8891 | 0.9429 |
| No log | 5.2464 | 362 | 0.9270 | 0.6012 | 0.9270 | 0.9628 |
| No log | 5.2754 | 364 | 0.9754 | 0.5814 | 0.9754 | 0.9876 |
| No log | 5.3043 | 366 | 0.9191 | 0.5999 | 0.9191 | 0.9587 |
| No log | 5.3333 | 368 | 0.8997 | 0.6124 | 0.8997 | 0.9485 |
| No log | 5.3623 | 370 | 0.8579 | 0.6052 | 0.8579 | 0.9263 |
| No log | 5.3913 | 372 | 0.8369 | 0.6295 | 0.8369 | 0.9148 |
| No log | 5.4203 | 374 | 0.8528 | 0.6146 | 0.8528 | 0.9235 |
| No log | 5.4493 | 376 | 0.8944 | 0.5917 | 0.8944 | 0.9457 |
| No log | 5.4783 | 378 | 0.8957 | 0.5917 | 0.8957 | 0.9464 |
| No log | 5.5072 | 380 | 0.9075 | 0.5941 | 0.9075 | 0.9526 |
| No log | 5.5362 | 382 | 0.9333 | 0.6066 | 0.9333 | 0.9661 |
| No log | 5.5652 | 384 | 0.9273 | 0.6409 | 0.9273 | 0.9630 |
| No log | 5.5942 | 386 | 0.9145 | 0.6409 | 0.9145 | 0.9563 |
| No log | 5.6232 | 388 | 0.9371 | 0.6499 | 0.9371 | 0.9680 |
| No log | 5.6522 | 390 | 0.9078 | 0.6504 | 0.9078 | 0.9528 |
| No log | 5.6812 | 392 | 0.8429 | 0.6243 | 0.8429 | 0.9181 |
| No log | 5.7101 | 394 | 0.8512 | 0.6124 | 0.8512 | 0.9226 |
| No log | 5.7391 | 396 | 0.8398 | 0.5979 | 0.8398 | 0.9164 |
| No log | 5.7681 | 398 | 0.8504 | 0.5858 | 0.8504 | 0.9222 |
| No log | 5.7971 | 400 | 0.8722 | 0.5858 | 0.8722 | 0.9339 |
| No log | 5.8261 | 402 | 0.9060 | 0.5982 | 0.9060 | 0.9518 |
| No log | 5.8551 | 404 | 0.8838 | 0.5944 | 0.8838 | 0.9401 |
| No log | 5.8841 | 406 | 0.8796 | 0.6080 | 0.8796 | 0.9378 |
| No log | 5.9130 | 408 | 0.8919 | 0.6070 | 0.8919 | 0.9444 |
| No log | 5.9420 | 410 | 0.8818 | 0.6061 | 0.8818 | 0.9390 |
| No log | 5.9710 | 412 | 0.8263 | 0.6481 | 0.8263 | 0.9090 |
| No log | 6.0 | 414 | 0.8050 | 0.6725 | 0.8050 | 0.8972 |
| No log | 6.0290 | 416 | 0.8617 | 0.6469 | 0.8617 | 0.9283 |
| No log | 6.0580 | 418 | 0.8845 | 0.6437 | 0.8845 | 0.9405 |
| No log | 6.0870 | 420 | 0.9022 | 0.6271 | 0.9022 | 0.9498 |
| No log | 6.1159 | 422 | 0.9047 | 0.6160 | 0.9047 | 0.9512 |
| No log | 6.1449 | 424 | 0.9655 | 0.6132 | 0.9655 | 0.9826 |
| No log | 6.1739 | 426 | 0.9751 | 0.6034 | 0.9751 | 0.9875 |
| No log | 6.2029 | 428 | 0.9540 | 0.6034 | 0.9540 | 0.9767 |
| No log | 6.2319 | 430 | 0.9169 | 0.6034 | 0.9169 | 0.9575 |
| No log | 6.2609 | 432 | 0.8486 | 0.6155 | 0.8486 | 0.9212 |
| No log | 6.2899 | 434 | 0.8135 | 0.6382 | 0.8135 | 0.9020 |
| No log | 6.3188 | 436 | 0.8390 | 0.6398 | 0.8390 | 0.9160 |
| No log | 6.3478 | 438 | 0.9241 | 0.6271 | 0.9241 | 0.9613 |
| No log | 6.3768 | 440 | 1.0277 | 0.6092 | 1.0277 | 1.0138 |
| No log | 6.4058 | 442 | 1.0471 | 0.6092 | 1.0471 | 1.0233 |
| No log | 6.4348 | 444 | 0.9935 | 0.5998 | 0.9935 | 0.9968 |
| No log | 6.4638 | 446 | 0.9163 | 0.6160 | 0.9163 | 0.9572 |
| No log | 6.4928 | 448 | 0.8553 | 0.6348 | 0.8553 | 0.9248 |
| No log | 6.5217 | 450 | 0.8642 | 0.6348 | 0.8642 | 0.9296 |
| No log | 6.5507 | 452 | 0.9195 | 0.6177 | 0.9195 | 0.9589 |
| No log | 6.5797 | 454 | 0.9939 | 0.6088 | 0.9939 | 0.9969 |
| No log | 6.6087 | 456 | 1.0813 | 0.5963 | 1.0813 | 1.0399 |
| No log | 6.6377 | 458 | 1.0928 | 0.5963 | 1.0928 | 1.0454 |
| No log | 6.6667 | 460 | 1.0356 | 0.6031 | 1.0356 | 1.0176 |
| No log | 6.6957 | 462 | 0.9619 | 0.6034 | 0.9619 | 0.9808 |
| No log | 6.7246 | 464 | 0.8874 | 0.6255 | 0.8874 | 0.9420 |
| No log | 6.7536 | 466 | 0.8172 | 0.6290 | 0.8172 | 0.9040 |
| No log | 6.7826 | 468 | 0.7947 | 0.6356 | 0.7947 | 0.8914 |
| No log | 6.8116 | 470 | 0.8185 | 0.6528 | 0.8185 | 0.9047 |
| No log | 6.8406 | 472 | 0.8938 | 0.6160 | 0.8938 | 0.9454 |
| No log | 6.8696 | 474 | 0.9665 | 0.5973 | 0.9665 | 0.9831 |
| No log | 6.8986 | 476 | 1.0164 | 0.5998 | 1.0164 | 1.0082 |
| No log | 6.9275 | 478 | 1.0203 | 0.5998 | 1.0203 | 1.0101 |
| No log | 6.9565 | 480 | 0.9873 | 0.5979 | 0.9873 | 0.9936 |
| No log | 6.9855 | 482 | 0.9322 | 0.5973 | 0.9322 | 0.9655 |
| No log | 7.0145 | 484 | 0.9171 | 0.5973 | 0.9171 | 0.9576 |
| No log | 7.0435 | 486 | 0.9015 | 0.6047 | 0.9015 | 0.9495 |
| No log | 7.0725 | 488 | 0.8839 | 0.5972 | 0.8839 | 0.9402 |
| No log | 7.1014 | 490 | 0.8913 | 0.6140 | 0.8913 | 0.9441 |
| No log | 7.1304 | 492 | 0.9208 | 0.6225 | 0.9208 | 0.9596 |
| No log | 7.1594 | 494 | 0.9283 | 0.6162 | 0.9283 | 0.9635 |
| No log | 7.1884 | 496 | 0.9248 | 0.6162 | 0.9248 | 0.9617 |
| No log | 7.2174 | 498 | 0.9253 | 0.6225 | 0.9253 | 0.9619 |
| 0.3427 | 7.2464 | 500 | 0.9217 | 0.6225 | 0.9217 | 0.9601 |
| 0.3427 | 7.2754 | 502 | 0.8823 | 0.6187 | 0.8823 | 0.9393 |
| 0.3427 | 7.3043 | 504 | 0.8830 | 0.6378 | 0.8830 | 0.9397 |
| 0.3427 | 7.3333 | 506 | 0.9105 | 0.6170 | 0.9105 | 0.9542 |
| 0.3427 | 7.3623 | 508 | 0.9424 | 0.5992 | 0.9424 | 0.9708 |
| 0.3427 | 7.3913 | 510 | 0.9482 | 0.5992 | 0.9482 | 0.9738 |
| 0.3427 | 7.4203 | 512 | 0.9085 | 0.6172 | 0.9085 | 0.9532 |
| 0.3427 | 7.4493 | 514 | 0.8535 | 0.6390 | 0.8535 | 0.9238 |
| 0.3427 | 7.4783 | 516 | 0.8111 | 0.6294 | 0.8111 | 0.9006 |
| 0.3427 | 7.5072 | 518 | 0.8124 | 0.6278 | 0.8124 | 0.9013 |
| 0.3427 | 7.5362 | 520 | 0.8408 | 0.6101 | 0.8408 | 0.9170 |
| 0.3427 | 7.5652 | 522 | 0.8868 | 0.6202 | 0.8868 | 0.9417 |
| 0.3427 | 7.5942 | 524 | 0.9562 | 0.5933 | 0.9562 | 0.9778 |
| 0.3427 | 7.6232 | 526 | 1.0402 | 0.5857 | 1.0402 | 1.0199 |
| 0.3427 | 7.6522 | 528 | 1.0962 | 0.5856 | 1.0962 | 1.0470 |
| 0.3427 | 7.6812 | 530 | 1.0926 | 0.5856 | 1.0926 | 1.0453 |
| 0.3427 | 7.7101 | 532 | 1.0464 | 0.5877 | 1.0464 | 1.0229 |
| 0.3427 | 7.7391 | 534 | 1.0282 | 0.5711 | 1.0282 | 1.0140 |
| 0.3427 | 7.7681 | 536 | 1.0127 | 0.5688 | 1.0127 | 1.0063 |
| 0.3427 | 7.7971 | 538 | 0.9729 | 0.5946 | 0.9729 | 0.9864 |
| 0.3427 | 7.8261 | 540 | 0.9235 | 0.5875 | 0.9235 | 0.9610 |
| 0.3427 | 7.8551 | 542 | 0.9067 | 0.5875 | 0.9067 | 0.9522 |
| 0.3427 | 7.8841 | 544 | 0.9157 | 0.5875 | 0.9157 | 0.9569 |
| 0.3427 | 7.9130 | 546 | 0.9550 | 0.5933 | 0.9550 | 0.9772 |
| 0.3427 | 7.9420 | 548 | 1.0050 | 0.5860 | 1.0050 | 1.0025 |
| 0.3427 | 7.9710 | 550 | 1.0185 | 0.5811 | 1.0185 | 1.0092 |
| 0.3427 | 8.0 | 552 | 1.0272 | 0.5845 | 1.0272 | 1.0135 |
| 0.3427 | 8.0290 | 554 | 0.9951 | 0.6052 | 0.9951 | 0.9975 |
| 0.3427 | 8.0580 | 556 | 0.9535 | 0.6052 | 0.9535 | 0.9765 |
| 0.3427 | 8.0870 | 558 | 0.8990 | 0.6174 | 0.8990 | 0.9482 |
| 0.3427 | 8.1159 | 560 | 0.8727 | 0.6117 | 0.8727 | 0.9342 |
| 0.3427 | 8.1449 | 562 | 0.8581 | 0.6117 | 0.8581 | 0.9263 |
| 0.3427 | 8.1739 | 564 | 0.8711 | 0.6271 | 0.8711 | 0.9333 |
| 0.3427 | 8.2029 | 566 | 0.8818 | 0.6271 | 0.8818 | 0.9390 |
| 0.3427 | 8.2319 | 568 | 0.9043 | 0.6146 | 0.9043 | 0.9510 |
| 0.3427 | 8.2609 | 570 | 0.9131 | 0.6047 | 0.9131 | 0.9556 |
| 0.3427 | 8.2899 | 572 | 0.9399 | 0.5953 | 0.9399 | 0.9695 |
| 0.3427 | 8.3188 | 574 | 0.9687 | 0.5953 | 0.9687 | 0.9842 |
| 0.3427 | 8.3478 | 576 | 0.9800 | 0.5933 | 0.9800 | 0.9899 |
| 0.3427 | 8.3768 | 578 | 0.9902 | 0.5933 | 0.9902 | 0.9951 |
| 0.3427 | 8.4058 | 580 | 0.9828 | 0.5933 | 0.9828 | 0.9914 |
| 0.3427 | 8.4348 | 582 | 0.9522 | 0.5933 | 0.9522 | 0.9758 |
| 0.3427 | 8.4638 | 584 | 0.9258 | 0.5933 | 0.9258 | 0.9622 |
| 0.3427 | 8.4928 | 586 | 0.8961 | 0.5972 | 0.8961 | 0.9466 |
| 0.3427 | 8.5217 | 588 | 0.8842 | 0.6103 | 0.8842 | 0.9403 |
| 0.3427 | 8.5507 | 590 | 0.8904 | 0.6103 | 0.8904 | 0.9436 |
| 0.3427 | 8.5797 | 592 | 0.8917 | 0.6089 | 0.8917 | 0.9443 |
| 0.3427 | 8.6087 | 594 | 0.9012 | 0.5992 | 0.9012 | 0.9493 |
| 0.3427 | 8.6377 | 596 | 0.9272 | 0.5933 | 0.9272 | 0.9629 |
| 0.3427 | 8.6667 | 598 | 0.9550 | 0.5933 | 0.9550 | 0.9772 |
| 0.3427 | 8.6957 | 600 | 0.9882 | 0.5960 | 0.9882 | 0.9941 |
| 0.3427 | 8.7246 | 602 | 0.9963 | 0.5960 | 0.9963 | 0.9982 |
| 0.3427 | 8.7536 | 604 | 0.9779 | 0.6052 | 0.9779 | 0.9889 |
| 0.3427 | 8.7826 | 606 | 0.9533 | 0.6034 | 0.9533 | 0.9764 |
| 0.3427 | 8.8116 | 608 | 0.9391 | 0.6160 | 0.9391 | 0.9691 |
| 0.3427 | 8.8406 | 610 | 0.9206 | 0.6061 | 0.9206 | 0.9595 |
| 0.3427 | 8.8696 | 612 | 0.9104 | 0.6061 | 0.9104 | 0.9541 |
| 0.3427 | 8.8986 | 614 | 0.9011 | 0.6061 | 0.9011 | 0.9493 |
| 0.3427 | 8.9275 | 616 | 0.9077 | 0.6061 | 0.9077 | 0.9527 |
| 0.3427 | 8.9565 | 618 | 0.9236 | 0.6061 | 0.9236 | 0.9610 |
| 0.3427 | 8.9855 | 620 | 0.9360 | 0.5933 | 0.9360 | 0.9675 |
| 0.3427 | 9.0145 | 622 | 0.9468 | 0.5933 | 0.9468 | 0.9730 |
| 0.3427 | 9.0435 | 624 | 0.9458 | 0.5933 | 0.9458 | 0.9725 |
| 0.3427 | 9.0725 | 626 | 0.9472 | 0.5933 | 0.9472 | 0.9732 |
| 0.3427 | 9.1014 | 628 | 0.9427 | 0.5933 | 0.9427 | 0.9710 |
| 0.3427 | 9.1304 | 630 | 0.9352 | 0.5933 | 0.9352 | 0.9671 |
| 0.3427 | 9.1594 | 632 | 0.9406 | 0.5933 | 0.9406 | 0.9698 |
| 0.3427 | 9.1884 | 634 | 0.9522 | 0.6034 | 0.9522 | 0.9758 |
| 0.3427 | 9.2174 | 636 | 0.9546 | 0.6052 | 0.9546 | 0.9770 |
| 0.3427 | 9.2464 | 638 | 0.9467 | 0.6052 | 0.9467 | 0.9730 |
| 0.3427 | 9.2754 | 640 | 0.9436 | 0.6052 | 0.9436 | 0.9714 |
| 0.3427 | 9.3043 | 642 | 0.9401 | 0.5953 | 0.9401 | 0.9696 |
| 0.3427 | 9.3333 | 644 | 0.9378 | 0.5953 | 0.9378 | 0.9684 |
| 0.3427 | 9.3623 | 646 | 0.9289 | 0.5933 | 0.9289 | 0.9638 |
| 0.3427 | 9.3913 | 648 | 0.9257 | 0.5933 | 0.9257 | 0.9622 |
| 0.3427 | 9.4203 | 650 | 0.9250 | 0.5933 | 0.9250 | 0.9618 |
| 0.3427 | 9.4493 | 652 | 0.9218 | 0.5933 | 0.9218 | 0.9601 |
| 0.3427 | 9.4783 | 654 | 0.9149 | 0.5933 | 0.9149 | 0.9565 |
| 0.3427 | 9.5072 | 656 | 0.9063 | 0.6061 | 0.9063 | 0.9520 |
| 0.3427 | 9.5362 | 658 | 0.9015 | 0.6061 | 0.9015 | 0.9495 |
| 0.3427 | 9.5652 | 660 | 0.8967 | 0.6061 | 0.8967 | 0.9470 |
| 0.3427 | 9.5942 | 662 | 0.8992 | 0.6061 | 0.8992 | 0.9483 |
| 0.3427 | 9.6232 | 664 | 0.9019 | 0.6061 | 0.9019 | 0.9497 |
| 0.3427 | 9.6522 | 666 | 0.9043 | 0.6061 | 0.9043 | 0.9509 |
| 0.3427 | 9.6812 | 668 | 0.9098 | 0.5933 | 0.9098 | 0.9538 |
| 0.3427 | 9.7101 | 670 | 0.9170 | 0.5933 | 0.9170 | 0.9576 |
| 0.3427 | 9.7391 | 672 | 0.9217 | 0.5933 | 0.9217 | 0.9600 |
| 0.3427 | 9.7681 | 674 | 0.9218 | 0.5933 | 0.9218 | 0.9601 |
| 0.3427 | 9.7971 | 676 | 0.9234 | 0.5933 | 0.9234 | 0.9609 |
| 0.3427 | 9.8261 | 678 | 0.9259 | 0.5933 | 0.9259 | 0.9622 |
| 0.3427 | 9.8551 | 680 | 0.9261 | 0.5933 | 0.9261 | 0.9623 |
| 0.3427 | 9.8841 | 682 | 0.9256 | 0.5933 | 0.9256 | 0.9621 |
| 0.3427 | 9.9130 | 684 | 0.9261 | 0.5933 | 0.9261 | 0.9623 |
| 0.3427 | 9.9420 | 686 | 0.9252 | 0.5933 | 0.9252 | 0.9619 |
| 0.3427 | 9.9710 | 688 | 0.9241 | 0.5933 | 0.9241 | 0.9613 |
| 0.3427 | 10.0 | 690 | 0.9235 | 0.5933 | 0.9235 | 0.9610 |
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/ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k19_task5_organization
Base model
aubmindlab/bert-base-arabertv02