ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k16_task2_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: 0.9209
- Qwk: 0.3298
- Mse: 0.9209
- Rmse: 0.9597
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 | 0.0408 | 2 | 4.9462 | 0.0010 | 4.9462 | 2.2240 |
| No log | 0.0816 | 4 | 3.3009 | -0.0419 | 3.3009 | 1.8168 |
| No log | 0.1224 | 6 | 2.0052 | -0.0233 | 2.0052 | 1.4160 |
| No log | 0.1633 | 8 | 1.5383 | -0.0129 | 1.5383 | 1.2403 |
| No log | 0.2041 | 10 | 1.2890 | 0.1081 | 1.2890 | 1.1354 |
| No log | 0.2449 | 12 | 1.2713 | 0.1628 | 1.2713 | 1.1275 |
| No log | 0.2857 | 14 | 1.3017 | 0.1841 | 1.3017 | 1.1409 |
| No log | 0.3265 | 16 | 1.5619 | 0.0227 | 1.5619 | 1.2498 |
| No log | 0.3673 | 18 | 1.7638 | 0.0372 | 1.7638 | 1.3281 |
| No log | 0.4082 | 20 | 1.6544 | 0.0372 | 1.6544 | 1.2862 |
| No log | 0.4490 | 22 | 1.5763 | 0.0317 | 1.5763 | 1.2555 |
| No log | 0.4898 | 24 | 1.4040 | 0.0426 | 1.4040 | 1.1849 |
| No log | 0.5306 | 26 | 1.1955 | 0.2038 | 1.1955 | 1.0934 |
| No log | 0.5714 | 28 | 1.2438 | 0.0454 | 1.2438 | 1.1153 |
| No log | 0.6122 | 30 | 1.3084 | 0.0628 | 1.3084 | 1.1439 |
| No log | 0.6531 | 32 | 1.2742 | 0.0628 | 1.2742 | 1.1288 |
| No log | 0.6939 | 34 | 1.2129 | 0.0454 | 1.2129 | 1.1013 |
| No log | 0.7347 | 36 | 1.1914 | 0.0810 | 1.1914 | 1.0915 |
| No log | 0.7755 | 38 | 1.2767 | 0.0803 | 1.2767 | 1.1299 |
| No log | 0.8163 | 40 | 1.3173 | 0.0838 | 1.3173 | 1.1478 |
| No log | 0.8571 | 42 | 1.3667 | 0.0317 | 1.3667 | 1.1691 |
| No log | 0.8980 | 44 | 1.4592 | 0.0317 | 1.4592 | 1.2080 |
| No log | 0.9388 | 46 | 1.5257 | 0.0317 | 1.5257 | 1.2352 |
| No log | 0.9796 | 48 | 1.5317 | 0.0317 | 1.5317 | 1.2376 |
| No log | 1.0204 | 50 | 1.4743 | 0.0317 | 1.4743 | 1.2142 |
| No log | 1.0612 | 52 | 1.3572 | 0.0575 | 1.3572 | 1.1650 |
| No log | 1.1020 | 54 | 1.3075 | 0.0426 | 1.3075 | 1.1435 |
| No log | 1.1429 | 56 | 1.2717 | 0.0426 | 1.2717 | 1.1277 |
| No log | 1.1837 | 58 | 1.1914 | 0.2836 | 1.1914 | 1.0915 |
| No log | 1.2245 | 60 | 1.1280 | 0.3679 | 1.1280 | 1.0621 |
| No log | 1.2653 | 62 | 1.1019 | 0.3140 | 1.1019 | 1.0497 |
| No log | 1.3061 | 64 | 1.0839 | 0.3250 | 1.0839 | 1.0411 |
| No log | 1.3469 | 66 | 1.0615 | 0.2887 | 1.0615 | 1.0303 |
| No log | 1.3878 | 68 | 1.0329 | 0.2464 | 1.0329 | 1.0163 |
| No log | 1.4286 | 70 | 1.0261 | 0.2346 | 1.0261 | 1.0129 |
| No log | 1.4694 | 72 | 1.0074 | 0.3174 | 1.0074 | 1.0037 |
| No log | 1.5102 | 74 | 1.0165 | 0.1820 | 1.0165 | 1.0082 |
| No log | 1.5510 | 76 | 1.0082 | 0.2331 | 1.0082 | 1.0041 |
| No log | 1.5918 | 78 | 1.0039 | 0.3020 | 1.0039 | 1.0020 |
| No log | 1.6327 | 80 | 1.0199 | 0.1919 | 1.0199 | 1.0099 |
| No log | 1.6735 | 82 | 1.0603 | 0.2065 | 1.0603 | 1.0297 |
| No log | 1.7143 | 84 | 1.0394 | 0.2219 | 1.0394 | 1.0195 |
| No log | 1.7551 | 86 | 1.0492 | 0.2522 | 1.0492 | 1.0243 |
| No log | 1.7959 | 88 | 1.0539 | 0.2970 | 1.0539 | 1.0266 |
| No log | 1.8367 | 90 | 1.0619 | 0.2522 | 1.0619 | 1.0305 |
| No log | 1.8776 | 92 | 1.0557 | 0.2921 | 1.0557 | 1.0275 |
| No log | 1.9184 | 94 | 1.0913 | 0.2772 | 1.0913 | 1.0446 |
| No log | 1.9592 | 96 | 1.1507 | 0.2248 | 1.1507 | 1.0727 |
| No log | 2.0 | 98 | 1.2928 | 0.2108 | 1.2928 | 1.1370 |
| No log | 2.0408 | 100 | 1.3789 | 0.1849 | 1.3789 | 1.1743 |
| No log | 2.0816 | 102 | 1.4525 | 0.2798 | 1.4525 | 1.2052 |
| No log | 2.1224 | 104 | 1.3314 | 0.1950 | 1.3314 | 1.1539 |
| No log | 2.1633 | 106 | 1.2914 | 0.2621 | 1.2914 | 1.1364 |
| No log | 2.2041 | 108 | 1.2828 | 0.2525 | 1.2828 | 1.1326 |
| No log | 2.2449 | 110 | 1.2369 | 0.2050 | 1.2369 | 1.1122 |
| No log | 2.2857 | 112 | 1.2460 | 0.1905 | 1.2460 | 1.1162 |
| No log | 2.3265 | 114 | 1.2507 | 0.2046 | 1.2507 | 1.1183 |
| No log | 2.3673 | 116 | 1.1519 | 0.2009 | 1.1519 | 1.0732 |
| No log | 2.4082 | 118 | 1.0916 | 0.2587 | 1.0916 | 1.0448 |
| No log | 2.4490 | 120 | 1.0762 | 0.3223 | 1.0762 | 1.0374 |
| No log | 2.4898 | 122 | 1.1470 | 0.1709 | 1.1470 | 1.0710 |
| No log | 2.5306 | 124 | 1.2698 | 0.1824 | 1.2698 | 1.1268 |
| No log | 2.5714 | 126 | 1.2928 | 0.0826 | 1.2928 | 1.1370 |
| No log | 2.6122 | 128 | 1.3053 | 0.1466 | 1.3053 | 1.1425 |
| No log | 2.6531 | 130 | 1.4109 | 0.2020 | 1.4109 | 1.1878 |
| No log | 2.6939 | 132 | 1.3038 | 0.3106 | 1.3038 | 1.1419 |
| No log | 2.7347 | 134 | 1.0093 | 0.2591 | 1.0093 | 1.0047 |
| No log | 2.7755 | 136 | 0.9868 | 0.3327 | 0.9868 | 0.9934 |
| No log | 2.8163 | 138 | 0.9867 | 0.2461 | 0.9867 | 0.9933 |
| No log | 2.8571 | 140 | 1.0816 | 0.1975 | 1.0816 | 1.0400 |
| No log | 2.8980 | 142 | 1.2246 | 0.2402 | 1.2246 | 1.1066 |
| No log | 2.9388 | 144 | 1.2353 | 0.2007 | 1.2353 | 1.1114 |
| No log | 2.9796 | 146 | 1.1969 | 0.2545 | 1.1969 | 1.0940 |
| No log | 3.0204 | 148 | 1.1472 | 0.3117 | 1.1472 | 1.0711 |
| No log | 3.0612 | 150 | 1.1063 | 0.2973 | 1.1063 | 1.0518 |
| No log | 3.1020 | 152 | 1.0686 | 0.2557 | 1.0686 | 1.0337 |
| No log | 3.1429 | 154 | 1.0780 | 0.2557 | 1.0780 | 1.0383 |
| No log | 3.1837 | 156 | 1.1144 | 0.2574 | 1.1144 | 1.0557 |
| No log | 3.2245 | 158 | 1.0715 | 0.2557 | 1.0715 | 1.0351 |
| No log | 3.2653 | 160 | 1.0191 | 0.2176 | 1.0191 | 1.0095 |
| No log | 3.3061 | 162 | 1.0178 | 0.2574 | 1.0178 | 1.0089 |
| No log | 3.3469 | 164 | 1.0199 | 0.2273 | 1.0199 | 1.0099 |
| No log | 3.3878 | 166 | 1.0289 | 0.2207 | 1.0289 | 1.0143 |
| No log | 3.4286 | 168 | 1.0602 | 0.2195 | 1.0602 | 1.0297 |
| No log | 3.4694 | 170 | 1.1279 | 0.2238 | 1.1279 | 1.0620 |
| No log | 3.5102 | 172 | 1.1250 | 0.2519 | 1.1250 | 1.0606 |
| No log | 3.5510 | 174 | 1.0439 | 0.1750 | 1.0439 | 1.0217 |
| No log | 3.5918 | 176 | 1.0015 | 0.2522 | 1.0015 | 1.0007 |
| No log | 3.6327 | 178 | 0.9950 | 0.3317 | 0.9950 | 0.9975 |
| No log | 3.6735 | 180 | 1.0248 | 0.3122 | 1.0248 | 1.0123 |
| No log | 3.7143 | 182 | 1.0659 | 0.3505 | 1.0659 | 1.0324 |
| No log | 3.7551 | 184 | 1.0686 | 0.3045 | 1.0686 | 1.0337 |
| No log | 3.7959 | 186 | 1.0428 | 0.3021 | 1.0428 | 1.0212 |
| No log | 3.8367 | 188 | 1.0050 | 0.3191 | 1.0050 | 1.0025 |
| No log | 3.8776 | 190 | 1.0225 | 0.4028 | 1.0225 | 1.0112 |
| No log | 3.9184 | 192 | 1.0694 | 0.3891 | 1.0694 | 1.0341 |
| No log | 3.9592 | 194 | 1.0481 | 0.4490 | 1.0481 | 1.0237 |
| No log | 4.0 | 196 | 0.9933 | 0.4067 | 0.9933 | 0.9966 |
| No log | 4.0408 | 198 | 0.9778 | 0.4067 | 0.9778 | 0.9888 |
| No log | 4.0816 | 200 | 1.0021 | 0.4490 | 1.0021 | 1.0010 |
| No log | 4.1224 | 202 | 1.0758 | 0.4223 | 1.0758 | 1.0372 |
| No log | 4.1633 | 204 | 1.0703 | 0.4223 | 1.0703 | 1.0346 |
| No log | 4.2041 | 206 | 1.0122 | 0.3897 | 1.0122 | 1.0061 |
| No log | 4.2449 | 208 | 0.9816 | 0.3656 | 0.9816 | 0.9907 |
| No log | 4.2857 | 210 | 0.9561 | 0.3577 | 0.9561 | 0.9778 |
| No log | 4.3265 | 212 | 0.9868 | 0.3710 | 0.9868 | 0.9934 |
| No log | 4.3673 | 214 | 1.0239 | 0.2920 | 1.0239 | 1.0119 |
| No log | 4.4082 | 216 | 1.0108 | 0.3363 | 1.0108 | 1.0054 |
| No log | 4.4490 | 218 | 1.0732 | 0.1824 | 1.0732 | 1.0359 |
| No log | 4.4898 | 220 | 1.1410 | 0.2333 | 1.1410 | 1.0682 |
| No log | 4.5306 | 222 | 1.1677 | 0.2289 | 1.1677 | 1.0806 |
| No log | 4.5714 | 224 | 1.0117 | 0.2938 | 1.0117 | 1.0058 |
| No log | 4.6122 | 226 | 0.9634 | 0.2592 | 0.9634 | 0.9815 |
| No log | 4.6531 | 228 | 1.0414 | 0.3625 | 1.0414 | 1.0205 |
| No log | 4.6939 | 230 | 1.1778 | 0.3003 | 1.1778 | 1.0853 |
| No log | 4.7347 | 232 | 1.1744 | 0.3357 | 1.1744 | 1.0837 |
| No log | 4.7755 | 234 | 1.0514 | 0.4318 | 1.0514 | 1.0254 |
| No log | 4.8163 | 236 | 0.9873 | 0.2793 | 0.9873 | 0.9937 |
| No log | 4.8571 | 238 | 1.0959 | 0.2537 | 1.0959 | 1.0469 |
| No log | 4.8980 | 240 | 1.0975 | 0.2935 | 1.0975 | 1.0476 |
| No log | 4.9388 | 242 | 1.0041 | 0.3243 | 1.0041 | 1.0020 |
| No log | 4.9796 | 244 | 0.9746 | 0.3478 | 0.9746 | 0.9872 |
| No log | 5.0204 | 246 | 0.9973 | 0.3834 | 0.9973 | 0.9987 |
| No log | 5.0612 | 248 | 0.9827 | 0.3449 | 0.9827 | 0.9913 |
| No log | 5.1020 | 250 | 0.9625 | 0.3164 | 0.9625 | 0.9811 |
| No log | 5.1429 | 252 | 0.9618 | 0.3738 | 0.9618 | 0.9807 |
| No log | 5.1837 | 254 | 0.9607 | 0.3632 | 0.9607 | 0.9801 |
| No log | 5.2245 | 256 | 1.0509 | 0.3864 | 1.0509 | 1.0251 |
| No log | 5.2653 | 258 | 1.0308 | 0.4127 | 1.0308 | 1.0153 |
| No log | 5.3061 | 260 | 0.9793 | 0.3827 | 0.9793 | 0.9896 |
| No log | 5.3469 | 262 | 0.9680 | 0.3522 | 0.9680 | 0.9839 |
| No log | 5.3878 | 264 | 0.9829 | 0.3327 | 0.9829 | 0.9914 |
| No log | 5.4286 | 266 | 0.9578 | 0.3619 | 0.9578 | 0.9787 |
| No log | 5.4694 | 268 | 0.9426 | 0.3771 | 0.9426 | 0.9709 |
| No log | 5.5102 | 270 | 0.9146 | 0.4240 | 0.9146 | 0.9563 |
| No log | 5.5510 | 272 | 0.9308 | 0.4202 | 0.9308 | 0.9648 |
| No log | 5.5918 | 274 | 0.9532 | 0.3560 | 0.9532 | 0.9763 |
| No log | 5.6327 | 276 | 0.9455 | 0.4065 | 0.9455 | 0.9724 |
| No log | 5.6735 | 278 | 0.9089 | 0.3948 | 0.9089 | 0.9534 |
| No log | 5.7143 | 280 | 0.9055 | 0.3933 | 0.9055 | 0.9516 |
| No log | 5.7551 | 282 | 0.8871 | 0.3933 | 0.8871 | 0.9419 |
| No log | 5.7959 | 284 | 0.8728 | 0.3948 | 0.8728 | 0.9342 |
| No log | 5.8367 | 286 | 0.9190 | 0.4657 | 0.9190 | 0.9587 |
| No log | 5.8776 | 288 | 1.0009 | 0.3993 | 1.0009 | 1.0004 |
| No log | 5.9184 | 290 | 0.9376 | 0.4340 | 0.9376 | 0.9683 |
| No log | 5.9592 | 292 | 0.9021 | 0.4180 | 0.9021 | 0.9498 |
| No log | 6.0 | 294 | 0.9456 | 0.3822 | 0.9456 | 0.9724 |
| No log | 6.0408 | 296 | 0.9712 | 0.3822 | 0.9712 | 0.9855 |
| No log | 6.0816 | 298 | 0.9658 | 0.3356 | 0.9658 | 0.9828 |
| No log | 6.1224 | 300 | 1.0479 | 0.2439 | 1.0479 | 1.0237 |
| No log | 6.1633 | 302 | 1.1914 | 0.2519 | 1.1914 | 1.0915 |
| No log | 6.2041 | 304 | 1.1795 | 0.2905 | 1.1795 | 1.0861 |
| No log | 6.2449 | 306 | 1.0688 | 0.2291 | 1.0688 | 1.0338 |
| No log | 6.2857 | 308 | 0.9717 | 0.2569 | 0.9717 | 0.9857 |
| No log | 6.3265 | 310 | 0.9740 | 0.2111 | 0.9740 | 0.9869 |
| No log | 6.3673 | 312 | 0.9653 | 0.2520 | 0.9653 | 0.9825 |
| No log | 6.4082 | 314 | 0.9836 | 0.2219 | 0.9836 | 0.9918 |
| No log | 6.4490 | 316 | 0.9931 | 0.3989 | 0.9931 | 0.9966 |
| No log | 6.4898 | 318 | 1.0110 | 0.3857 | 1.0110 | 1.0055 |
| No log | 6.5306 | 320 | 0.9989 | 0.4128 | 0.9989 | 0.9994 |
| No log | 6.5714 | 322 | 1.0033 | 0.4258 | 1.0033 | 1.0017 |
| No log | 6.6122 | 324 | 0.9391 | 0.4390 | 0.9391 | 0.9690 |
| No log | 6.6531 | 326 | 0.9253 | 0.3970 | 0.9253 | 0.9619 |
| No log | 6.6939 | 328 | 0.9732 | 0.3560 | 0.9732 | 0.9865 |
| No log | 6.7347 | 330 | 0.9943 | 0.3069 | 0.9943 | 0.9971 |
| No log | 6.7755 | 332 | 0.9714 | 0.2877 | 0.9714 | 0.9856 |
| No log | 6.8163 | 334 | 0.9788 | 0.2973 | 0.9788 | 0.9893 |
| No log | 6.8571 | 336 | 1.0004 | 0.3069 | 1.0004 | 1.0002 |
| No log | 6.8980 | 338 | 1.0228 | 0.3656 | 1.0228 | 1.0113 |
| No log | 6.9388 | 340 | 1.0478 | 0.3897 | 1.0478 | 1.0236 |
| No log | 6.9796 | 342 | 1.0507 | 0.3464 | 1.0507 | 1.0250 |
| No log | 7.0204 | 344 | 1.0287 | 0.2595 | 1.0287 | 1.0142 |
| No log | 7.0612 | 346 | 1.0318 | 0.2595 | 1.0318 | 1.0158 |
| No log | 7.1020 | 348 | 1.0774 | 0.3941 | 1.0774 | 1.0380 |
| No log | 7.1429 | 350 | 1.1045 | 0.4128 | 1.1045 | 1.0510 |
| No log | 7.1837 | 352 | 1.0634 | 0.3941 | 1.0634 | 1.0312 |
| No log | 7.2245 | 354 | 1.0177 | 0.3115 | 1.0177 | 1.0088 |
| No log | 7.2653 | 356 | 0.9982 | 0.3115 | 0.9982 | 0.9991 |
| No log | 7.3061 | 358 | 0.9903 | 0.3069 | 0.9903 | 0.9951 |
| No log | 7.3469 | 360 | 0.9685 | 0.3211 | 0.9685 | 0.9841 |
| No log | 7.3878 | 362 | 0.9581 | 0.3834 | 0.9581 | 0.9788 |
| No log | 7.4286 | 364 | 0.9476 | 0.3085 | 0.9476 | 0.9735 |
| No log | 7.4694 | 366 | 0.9937 | 0.3356 | 0.9937 | 0.9968 |
| No log | 7.5102 | 368 | 0.9875 | 0.3062 | 0.9875 | 0.9937 |
| No log | 7.5510 | 370 | 0.9504 | 0.3554 | 0.9504 | 0.9749 |
| No log | 7.5918 | 372 | 0.9885 | 0.3560 | 0.9885 | 0.9943 |
| No log | 7.6327 | 374 | 1.0395 | 0.3857 | 1.0395 | 1.0196 |
| No log | 7.6735 | 376 | 1.0207 | 0.3753 | 1.0207 | 1.0103 |
| No log | 7.7143 | 378 | 0.9815 | 0.3547 | 0.9815 | 0.9907 |
| No log | 7.7551 | 380 | 0.9644 | 0.2893 | 0.9644 | 0.9820 |
| No log | 7.7959 | 382 | 0.9711 | 0.3021 | 0.9711 | 0.9855 |
| No log | 7.8367 | 384 | 1.0236 | 0.3022 | 1.0236 | 1.0117 |
| No log | 7.8776 | 386 | 1.0836 | 0.3721 | 1.0836 | 1.0410 |
| No log | 7.9184 | 388 | 1.0498 | 0.3857 | 1.0498 | 1.0246 |
| No log | 7.9592 | 390 | 0.9894 | 0.3352 | 0.9894 | 0.9947 |
| No log | 8.0 | 392 | 0.9771 | 0.3300 | 0.9771 | 0.9885 |
| No log | 8.0408 | 394 | 0.9866 | 0.3089 | 0.9866 | 0.9933 |
| No log | 8.0816 | 396 | 1.0083 | 0.3160 | 1.0083 | 1.0042 |
| No log | 8.1224 | 398 | 1.0675 | 0.3281 | 1.0675 | 1.0332 |
| No log | 8.1633 | 400 | 1.0762 | 0.2975 | 1.0762 | 1.0374 |
| No log | 8.2041 | 402 | 1.0693 | 0.2975 | 1.0693 | 1.0341 |
| No log | 8.2449 | 404 | 1.1242 | 0.3049 | 1.1242 | 1.0603 |
| No log | 8.2857 | 406 | 1.1787 | 0.2781 | 1.1787 | 1.0857 |
| No log | 8.3265 | 408 | 1.1590 | 0.2781 | 1.1590 | 1.0766 |
| No log | 8.3673 | 410 | 1.0238 | 0.2651 | 1.0238 | 1.0118 |
| No log | 8.4082 | 412 | 0.9523 | 0.2539 | 0.9523 | 0.9759 |
| No log | 8.4490 | 414 | 0.9528 | 0.4077 | 0.9528 | 0.9761 |
| No log | 8.4898 | 416 | 0.9510 | 0.3830 | 0.9510 | 0.9752 |
| No log | 8.5306 | 418 | 0.9600 | 0.3418 | 0.9600 | 0.9798 |
| No log | 8.5714 | 420 | 0.9799 | 0.2702 | 0.9799 | 0.9899 |
| No log | 8.6122 | 422 | 0.9999 | 0.2250 | 0.9999 | 1.0000 |
| No log | 8.6531 | 424 | 0.9697 | 0.4062 | 0.9697 | 0.9848 |
| No log | 8.6939 | 426 | 0.9534 | 0.3652 | 0.9534 | 0.9764 |
| No log | 8.7347 | 428 | 0.9443 | 0.4242 | 0.9443 | 0.9718 |
| No log | 8.7755 | 430 | 0.9521 | 0.3970 | 0.9521 | 0.9758 |
| No log | 8.8163 | 432 | 0.9756 | 0.3530 | 0.9756 | 0.9877 |
| No log | 8.8571 | 434 | 0.9462 | 0.3352 | 0.9462 | 0.9727 |
| No log | 8.8980 | 436 | 0.9325 | 0.4278 | 0.9325 | 0.9656 |
| No log | 8.9388 | 438 | 0.9308 | 0.4278 | 0.9308 | 0.9648 |
| No log | 8.9796 | 440 | 0.9255 | 0.4377 | 0.9255 | 0.9620 |
| No log | 9.0204 | 442 | 0.9163 | 0.4757 | 0.9163 | 0.9572 |
| No log | 9.0612 | 444 | 0.9270 | 0.3687 | 0.9270 | 0.9628 |
| No log | 9.1020 | 446 | 0.9658 | 0.3517 | 0.9658 | 0.9827 |
| No log | 9.1429 | 448 | 0.9629 | 0.3517 | 0.9629 | 0.9813 |
| No log | 9.1837 | 450 | 0.9119 | 0.3547 | 0.9119 | 0.9549 |
| No log | 9.2245 | 452 | 0.8876 | 0.4242 | 0.8876 | 0.9421 |
| No log | 9.2653 | 454 | 0.8886 | 0.4202 | 0.8886 | 0.9427 |
| No log | 9.3061 | 456 | 0.9171 | 0.4354 | 0.9171 | 0.9576 |
| No log | 9.3469 | 458 | 0.9487 | 0.3958 | 0.9487 | 0.9740 |
| No log | 9.3878 | 460 | 0.9807 | 0.3958 | 0.9807 | 0.9903 |
| No log | 9.4286 | 462 | 0.9253 | 0.3885 | 0.9253 | 0.9620 |
| No log | 9.4694 | 464 | 0.8850 | 0.3609 | 0.8850 | 0.9408 |
| No log | 9.5102 | 466 | 0.8748 | 0.3583 | 0.8748 | 0.9353 |
| No log | 9.5510 | 468 | 0.8806 | 0.3437 | 0.8806 | 0.9384 |
| No log | 9.5918 | 470 | 0.9257 | 0.3263 | 0.9257 | 0.9621 |
| No log | 9.6327 | 472 | 1.0776 | 0.3800 | 1.0776 | 1.0381 |
| No log | 9.6735 | 474 | 1.1396 | 0.3402 | 1.1396 | 1.0675 |
| No log | 9.7143 | 476 | 1.0582 | 0.3924 | 1.0582 | 1.0287 |
| No log | 9.7551 | 478 | 0.9412 | 0.3614 | 0.9412 | 0.9702 |
| No log | 9.7959 | 480 | 0.9196 | 0.4016 | 0.9196 | 0.9590 |
| No log | 9.8367 | 482 | 0.9666 | 0.3992 | 0.9666 | 0.9831 |
| No log | 9.8776 | 484 | 0.9536 | 0.3602 | 0.9536 | 0.9765 |
| No log | 9.9184 | 486 | 0.9218 | 0.3641 | 0.9218 | 0.9601 |
| No log | 9.9592 | 488 | 0.9693 | 0.3844 | 0.9693 | 0.9845 |
| No log | 10.0 | 490 | 1.0077 | 0.3680 | 1.0077 | 1.0038 |
| No log | 10.0408 | 492 | 0.9819 | 0.3072 | 0.9819 | 0.9909 |
| No log | 10.0816 | 494 | 0.9678 | 0.3547 | 0.9678 | 0.9838 |
| No log | 10.1224 | 496 | 1.0104 | 0.2953 | 1.0104 | 1.0052 |
| No log | 10.1633 | 498 | 1.1320 | 0.3047 | 1.1320 | 1.0640 |
| 0.3871 | 10.2041 | 500 | 1.1851 | 0.3309 | 1.1851 | 1.0886 |
| 0.3871 | 10.2449 | 502 | 1.1076 | 0.2781 | 1.1076 | 1.0524 |
| 0.3871 | 10.2857 | 504 | 1.0110 | 0.2975 | 1.0110 | 1.0055 |
| 0.3871 | 10.3265 | 506 | 0.9762 | 0.2658 | 0.9762 | 0.9880 |
| 0.3871 | 10.3673 | 508 | 0.9745 | 0.3317 | 0.9745 | 0.9872 |
| 0.3871 | 10.4082 | 510 | 0.9767 | 0.3169 | 0.9767 | 0.9883 |
| 0.3871 | 10.4490 | 512 | 0.9749 | 0.3609 | 0.9749 | 0.9874 |
| 0.3871 | 10.4898 | 514 | 0.9661 | 0.3609 | 0.9661 | 0.9829 |
| 0.3871 | 10.5306 | 516 | 0.9546 | 0.3609 | 0.9546 | 0.9771 |
| 0.3871 | 10.5714 | 518 | 0.9402 | 0.3830 | 0.9402 | 0.9697 |
| 0.3871 | 10.6122 | 520 | 0.9403 | 0.3627 | 0.9403 | 0.9697 |
| 0.3871 | 10.6531 | 522 | 0.9286 | 0.3974 | 0.9286 | 0.9636 |
| 0.3871 | 10.6939 | 524 | 0.9247 | 0.4042 | 0.9247 | 0.9616 |
| 0.3871 | 10.7347 | 526 | 0.9400 | 0.4013 | 0.9400 | 0.9695 |
| 0.3871 | 10.7755 | 528 | 0.9438 | 0.3880 | 0.9438 | 0.9715 |
| 0.3871 | 10.8163 | 530 | 0.9425 | 0.3880 | 0.9425 | 0.9708 |
| 0.3871 | 10.8571 | 532 | 0.9362 | 0.4048 | 0.9362 | 0.9676 |
| 0.3871 | 10.8980 | 534 | 0.9434 | 0.4142 | 0.9434 | 0.9713 |
| 0.3871 | 10.9388 | 536 | 0.9486 | 0.4039 | 0.9486 | 0.9739 |
| 0.3871 | 10.9796 | 538 | 0.9447 | 0.4077 | 0.9447 | 0.9719 |
| 0.3871 | 11.0204 | 540 | 0.9436 | 0.3974 | 0.9436 | 0.9714 |
| 0.3871 | 11.0612 | 542 | 0.9476 | 0.3392 | 0.9476 | 0.9734 |
| 0.3871 | 11.1020 | 544 | 0.9676 | 0.3352 | 0.9676 | 0.9837 |
| 0.3871 | 11.1429 | 546 | 0.9811 | 0.3449 | 0.9811 | 0.9905 |
| 0.3871 | 11.1837 | 548 | 0.9906 | 0.3405 | 0.9906 | 0.9953 |
| 0.3871 | 11.2245 | 550 | 1.0402 | 0.4053 | 1.0402 | 1.0199 |
| 0.3871 | 11.2653 | 552 | 1.0948 | 0.3726 | 1.0948 | 1.0463 |
| 0.3871 | 11.3061 | 554 | 1.1193 | 0.3726 | 1.1193 | 1.0580 |
| 0.3871 | 11.3469 | 556 | 1.0595 | 0.3718 | 1.0595 | 1.0293 |
| 0.3871 | 11.3878 | 558 | 1.0006 | 0.4050 | 1.0006 | 1.0003 |
| 0.3871 | 11.4286 | 560 | 0.9601 | 0.3810 | 0.9601 | 0.9798 |
| 0.3871 | 11.4694 | 562 | 0.9816 | 0.4050 | 0.9816 | 0.9908 |
| 0.3871 | 11.5102 | 564 | 1.0148 | 0.3919 | 1.0148 | 1.0074 |
| 0.3871 | 11.5510 | 566 | 1.0166 | 0.3929 | 1.0166 | 1.0083 |
| 0.3871 | 11.5918 | 568 | 1.0314 | 0.3718 | 1.0314 | 1.0156 |
| 0.3871 | 11.6327 | 570 | 1.0643 | 0.3718 | 1.0643 | 1.0316 |
| 0.3871 | 11.6735 | 572 | 1.1026 | 0.3947 | 1.1026 | 1.0501 |
| 0.3871 | 11.7143 | 574 | 1.0699 | 0.3718 | 1.0699 | 1.0344 |
| 0.3871 | 11.7551 | 576 | 0.9903 | 0.3864 | 0.9903 | 0.9951 |
| 0.3871 | 11.7959 | 578 | 0.9043 | 0.3786 | 0.9043 | 0.9510 |
| 0.3871 | 11.8367 | 580 | 0.8917 | 0.3434 | 0.8917 | 0.9443 |
| 0.3871 | 11.8776 | 582 | 0.9363 | 0.3753 | 0.9363 | 0.9676 |
| 0.3871 | 11.9184 | 584 | 1.0828 | 0.4186 | 1.0828 | 1.0406 |
| 0.3871 | 11.9592 | 586 | 1.2320 | 0.4045 | 1.2320 | 1.1099 |
| 0.3871 | 12.0 | 588 | 1.2291 | 0.4043 | 1.2291 | 1.1087 |
| 0.3871 | 12.0408 | 590 | 1.0862 | 0.4186 | 1.0862 | 1.0422 |
| 0.3871 | 12.0816 | 592 | 0.9151 | 0.3885 | 0.9151 | 0.9566 |
| 0.3871 | 12.1224 | 594 | 0.8726 | 0.4142 | 0.8726 | 0.9341 |
| 0.3871 | 12.1633 | 596 | 0.8750 | 0.4002 | 0.8750 | 0.9354 |
| 0.3871 | 12.2041 | 598 | 0.9273 | 0.3667 | 0.9273 | 0.9630 |
| 0.3871 | 12.2449 | 600 | 1.0918 | 0.4383 | 1.0918 | 1.0449 |
| 0.3871 | 12.2857 | 602 | 1.2079 | 0.4346 | 1.2079 | 1.0990 |
| 0.3871 | 12.3265 | 604 | 1.1561 | 0.4346 | 1.1561 | 1.0752 |
| 0.3871 | 12.3673 | 606 | 1.0036 | 0.4526 | 1.0036 | 1.0018 |
| 0.3871 | 12.4082 | 608 | 0.8659 | 0.4242 | 0.8659 | 0.9305 |
| 0.3871 | 12.4490 | 610 | 0.8381 | 0.3583 | 0.8381 | 0.9155 |
| 0.3871 | 12.4898 | 612 | 0.8349 | 0.3583 | 0.8349 | 0.9137 |
| 0.3871 | 12.5306 | 614 | 0.8523 | 0.4242 | 0.8523 | 0.9232 |
| 0.3871 | 12.5714 | 616 | 0.9211 | 0.3809 | 0.9211 | 0.9597 |
| 0.3871 | 12.6122 | 618 | 0.9560 | 0.4345 | 0.9560 | 0.9778 |
| 0.3871 | 12.6531 | 620 | 0.9035 | 0.4754 | 0.9035 | 0.9505 |
| 0.3871 | 12.6939 | 622 | 0.8781 | 0.4002 | 0.8781 | 0.9371 |
| 0.3871 | 12.7347 | 624 | 0.8682 | 0.4280 | 0.8682 | 0.9318 |
| 0.3871 | 12.7755 | 626 | 0.8928 | 0.3577 | 0.8928 | 0.9449 |
| 0.3871 | 12.8163 | 628 | 0.9772 | 0.3024 | 0.9772 | 0.9885 |
| 0.3871 | 12.8571 | 630 | 1.0807 | 0.3821 | 1.0807 | 1.0396 |
| 0.3871 | 12.8980 | 632 | 1.0996 | 0.3621 | 1.0996 | 1.0486 |
| 0.3871 | 12.9388 | 634 | 0.9954 | 0.4056 | 0.9954 | 0.9977 |
| 0.3871 | 12.9796 | 636 | 0.9226 | 0.3372 | 0.9226 | 0.9605 |
| 0.3871 | 13.0204 | 638 | 0.9081 | 0.2916 | 0.9081 | 0.9530 |
| 0.3871 | 13.0612 | 640 | 0.9162 | 0.3045 | 0.9162 | 0.9572 |
| 0.3871 | 13.1020 | 642 | 0.9091 | 0.3317 | 0.9091 | 0.9535 |
| 0.3871 | 13.1429 | 644 | 0.8957 | 0.3577 | 0.8957 | 0.9464 |
| 0.3871 | 13.1837 | 646 | 0.9115 | 0.3243 | 0.9115 | 0.9547 |
| 0.3871 | 13.2245 | 648 | 0.9569 | 0.3625 | 0.9569 | 0.9782 |
| 0.3871 | 13.2653 | 650 | 0.9851 | 0.3721 | 0.9851 | 0.9925 |
| 0.3871 | 13.3061 | 652 | 1.0516 | 0.3249 | 1.0516 | 1.0255 |
| 0.3871 | 13.3469 | 654 | 1.0511 | 0.2889 | 1.0511 | 1.0253 |
| 0.3871 | 13.3878 | 656 | 1.0496 | 0.2889 | 1.0496 | 1.0245 |
| 0.3871 | 13.4286 | 658 | 1.0650 | 0.3155 | 1.0650 | 1.0320 |
| 0.3871 | 13.4694 | 660 | 0.9945 | 0.4087 | 0.9945 | 0.9972 |
| 0.3871 | 13.5102 | 662 | 0.9577 | 0.3223 | 0.9577 | 0.9786 |
| 0.3871 | 13.5510 | 664 | 0.9472 | 0.3122 | 0.9472 | 0.9732 |
| 0.3871 | 13.5918 | 666 | 0.9368 | 0.3270 | 0.9368 | 0.9679 |
| 0.3871 | 13.6327 | 668 | 0.9338 | 0.2995 | 0.9338 | 0.9664 |
| 0.3871 | 13.6735 | 670 | 0.9209 | 0.3298 | 0.9209 | 0.9597 |
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_FineTuningAraBERT_run1_AugV5_k16_task2_organization
Base model
aubmindlab/bert-base-arabertv02