ArabicNewSplits7_FineTuningAraBERT_run3_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: 0.8347
- Qwk: 0.4439
- Mse: 0.8347
- Rmse: 0.9136
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 | 4.7859 | 0.0010 | 4.7859 | 2.1877 |
| No log | 0.0816 | 4 | 2.9549 | -0.0072 | 2.9549 | 1.7190 |
| No log | 0.1224 | 6 | 1.9347 | -0.0164 | 1.9347 | 1.3909 |
| No log | 0.1633 | 8 | 1.7823 | -0.1329 | 1.7823 | 1.3350 |
| No log | 0.2041 | 10 | 1.6453 | -0.0122 | 1.6453 | 1.2827 |
| No log | 0.2449 | 12 | 1.2777 | 0.1142 | 1.2777 | 1.1303 |
| No log | 0.2857 | 14 | 1.2950 | 0.0952 | 1.2950 | 1.1380 |
| No log | 0.3265 | 16 | 1.3304 | -0.0422 | 1.3304 | 1.1534 |
| No log | 0.3673 | 18 | 1.2623 | 0.1616 | 1.2623 | 1.1235 |
| No log | 0.4082 | 20 | 1.2307 | 0.1110 | 1.2307 | 1.1094 |
| No log | 0.4490 | 22 | 1.2188 | 0.1546 | 1.2188 | 1.1040 |
| No log | 0.4898 | 24 | 1.2123 | 0.1546 | 1.2123 | 1.1010 |
| No log | 0.5306 | 26 | 1.2320 | 0.1237 | 1.2320 | 1.1100 |
| No log | 0.5714 | 28 | 1.2583 | 0.0253 | 1.2583 | 1.1218 |
| No log | 0.6122 | 30 | 1.2215 | 0.0532 | 1.2215 | 1.1052 |
| No log | 0.6531 | 32 | 1.1892 | 0.1952 | 1.1892 | 1.0905 |
| No log | 0.6939 | 34 | 1.1723 | 0.1570 | 1.1723 | 1.0827 |
| No log | 0.7347 | 36 | 1.1850 | 0.1242 | 1.1850 | 1.0886 |
| No log | 0.7755 | 38 | 1.2015 | 0.1799 | 1.2015 | 1.0961 |
| No log | 0.8163 | 40 | 1.0913 | 0.3283 | 1.0913 | 1.0446 |
| No log | 0.8571 | 42 | 1.0310 | 0.3728 | 1.0310 | 1.0154 |
| No log | 0.8980 | 44 | 0.9757 | 0.4301 | 0.9757 | 0.9878 |
| No log | 0.9388 | 46 | 0.9525 | 0.4444 | 0.9525 | 0.9760 |
| No log | 0.9796 | 48 | 0.9572 | 0.4352 | 0.9572 | 0.9783 |
| No log | 1.0204 | 50 | 1.0734 | 0.3947 | 1.0734 | 1.0361 |
| No log | 1.0612 | 52 | 1.3763 | 0.2730 | 1.3763 | 1.1732 |
| No log | 1.1020 | 54 | 1.5994 | 0.1609 | 1.5994 | 1.2647 |
| No log | 1.1429 | 56 | 1.4050 | 0.2349 | 1.4050 | 1.1853 |
| No log | 1.1837 | 58 | 1.1199 | 0.3476 | 1.1199 | 1.0582 |
| No log | 1.2245 | 60 | 1.1388 | 0.3446 | 1.1388 | 1.0672 |
| No log | 1.2653 | 62 | 1.0378 | 0.3427 | 1.0378 | 1.0187 |
| No log | 1.3061 | 64 | 1.0569 | 0.3857 | 1.0569 | 1.0281 |
| No log | 1.3469 | 66 | 1.0355 | 0.4041 | 1.0355 | 1.0176 |
| No log | 1.3878 | 68 | 0.8937 | 0.4981 | 0.8937 | 0.9453 |
| No log | 1.4286 | 70 | 1.1610 | 0.2864 | 1.1610 | 1.0775 |
| No log | 1.4694 | 72 | 1.3151 | 0.1076 | 1.3151 | 1.1468 |
| No log | 1.5102 | 74 | 1.1908 | 0.1920 | 1.1908 | 1.0913 |
| No log | 1.5510 | 76 | 0.9159 | 0.4635 | 0.9159 | 0.9570 |
| No log | 1.5918 | 78 | 1.1898 | 0.4468 | 1.1898 | 1.0908 |
| No log | 1.6327 | 80 | 1.6403 | 0.2731 | 1.6403 | 1.2807 |
| No log | 1.6735 | 82 | 1.5951 | 0.3252 | 1.5951 | 1.2630 |
| No log | 1.7143 | 84 | 1.1226 | 0.4390 | 1.1226 | 1.0595 |
| No log | 1.7551 | 86 | 0.8591 | 0.5137 | 0.8591 | 0.9269 |
| No log | 1.7959 | 88 | 1.0077 | 0.3008 | 1.0077 | 1.0038 |
| No log | 1.8367 | 90 | 1.0771 | 0.2797 | 1.0771 | 1.0379 |
| No log | 1.8776 | 92 | 1.0024 | 0.3198 | 1.0024 | 1.0012 |
| No log | 1.9184 | 94 | 0.8327 | 0.4784 | 0.8327 | 0.9125 |
| No log | 1.9592 | 96 | 0.7491 | 0.4780 | 0.7491 | 0.8655 |
| No log | 2.0 | 98 | 0.9400 | 0.4444 | 0.9400 | 0.9695 |
| No log | 2.0408 | 100 | 1.0646 | 0.4950 | 1.0646 | 1.0318 |
| No log | 2.0816 | 102 | 0.9418 | 0.4742 | 0.9418 | 0.9705 |
| No log | 2.1224 | 104 | 0.8175 | 0.5211 | 0.8175 | 0.9042 |
| No log | 2.1633 | 106 | 0.7371 | 0.4726 | 0.7371 | 0.8586 |
| No log | 2.2041 | 108 | 0.7510 | 0.4737 | 0.7510 | 0.8666 |
| No log | 2.2449 | 110 | 0.8273 | 0.5213 | 0.8273 | 0.9096 |
| No log | 2.2857 | 112 | 0.9159 | 0.4300 | 0.9159 | 0.9570 |
| No log | 2.3265 | 114 | 0.9004 | 0.4666 | 0.9004 | 0.9489 |
| No log | 2.3673 | 116 | 0.8674 | 0.5352 | 0.8674 | 0.9313 |
| No log | 2.4082 | 118 | 0.8168 | 0.4757 | 0.8168 | 0.9038 |
| No log | 2.4490 | 120 | 0.8073 | 0.4898 | 0.8073 | 0.8985 |
| No log | 2.4898 | 122 | 0.8072 | 0.5443 | 0.8072 | 0.8985 |
| No log | 2.5306 | 124 | 0.8090 | 0.5327 | 0.8090 | 0.8994 |
| No log | 2.5714 | 126 | 0.8786 | 0.4646 | 0.8786 | 0.9373 |
| No log | 2.6122 | 128 | 0.9159 | 0.4886 | 0.9159 | 0.9570 |
| No log | 2.6531 | 130 | 0.8685 | 0.4754 | 0.8685 | 0.9319 |
| No log | 2.6939 | 132 | 0.9143 | 0.5109 | 0.9143 | 0.9562 |
| No log | 2.7347 | 134 | 1.1787 | 0.4112 | 1.1787 | 1.0857 |
| No log | 2.7755 | 136 | 1.2340 | 0.4010 | 1.2340 | 1.1108 |
| No log | 2.8163 | 138 | 1.0238 | 0.4673 | 1.0238 | 1.0118 |
| No log | 2.8571 | 140 | 0.8915 | 0.5361 | 0.8915 | 0.9442 |
| No log | 2.8980 | 142 | 1.1208 | 0.4457 | 1.1208 | 1.0587 |
| No log | 2.9388 | 144 | 1.1687 | 0.4256 | 1.1687 | 1.0811 |
| No log | 2.9796 | 146 | 0.9335 | 0.4713 | 0.9335 | 0.9662 |
| No log | 3.0204 | 148 | 0.8906 | 0.4181 | 0.8906 | 0.9437 |
| No log | 3.0612 | 150 | 1.0608 | 0.3647 | 1.0608 | 1.0300 |
| No log | 3.1020 | 152 | 1.0669 | 0.3876 | 1.0669 | 1.0329 |
| No log | 3.1429 | 154 | 0.9259 | 0.3868 | 0.9259 | 0.9623 |
| No log | 3.1837 | 156 | 0.8908 | 0.4662 | 0.8908 | 0.9438 |
| No log | 3.2245 | 158 | 0.8797 | 0.5253 | 0.8797 | 0.9379 |
| No log | 3.2653 | 160 | 0.9019 | 0.5047 | 0.9019 | 0.9497 |
| No log | 3.3061 | 162 | 1.0020 | 0.5704 | 1.0020 | 1.0010 |
| No log | 3.3469 | 164 | 1.2109 | 0.4198 | 1.2109 | 1.1004 |
| No log | 3.3878 | 166 | 1.4590 | 0.375 | 1.4590 | 1.2079 |
| No log | 3.4286 | 168 | 1.4026 | 0.4231 | 1.4026 | 1.1843 |
| No log | 3.4694 | 170 | 1.1575 | 0.4025 | 1.1575 | 1.0759 |
| No log | 3.5102 | 172 | 0.9863 | 0.2926 | 0.9863 | 0.9931 |
| No log | 3.5510 | 174 | 0.9509 | 0.2865 | 0.9509 | 0.9752 |
| No log | 3.5918 | 176 | 1.0548 | 0.3162 | 1.0548 | 1.0270 |
| No log | 3.6327 | 178 | 1.1362 | 0.4377 | 1.1362 | 1.0659 |
| No log | 3.6735 | 180 | 1.0593 | 0.3945 | 1.0593 | 1.0292 |
| No log | 3.7143 | 182 | 0.9304 | 0.4325 | 0.9304 | 0.9646 |
| No log | 3.7551 | 184 | 0.8880 | 0.4612 | 0.8880 | 0.9423 |
| No log | 3.7959 | 186 | 0.8662 | 0.5098 | 0.8662 | 0.9307 |
| No log | 3.8367 | 188 | 0.9146 | 0.4962 | 0.9146 | 0.9563 |
| No log | 3.8776 | 190 | 0.8515 | 0.5304 | 0.8515 | 0.9228 |
| No log | 3.9184 | 192 | 0.8552 | 0.4575 | 0.8552 | 0.9248 |
| No log | 3.9592 | 194 | 0.9044 | 0.3590 | 0.9044 | 0.9510 |
| No log | 4.0 | 196 | 0.8760 | 0.3700 | 0.8760 | 0.9360 |
| No log | 4.0408 | 198 | 0.8793 | 0.5209 | 0.8793 | 0.9377 |
| No log | 4.0816 | 200 | 1.0292 | 0.4685 | 1.0292 | 1.0145 |
| No log | 4.1224 | 202 | 0.9991 | 0.4807 | 0.9991 | 0.9995 |
| No log | 4.1633 | 204 | 0.8321 | 0.4760 | 0.8321 | 0.9122 |
| No log | 4.2041 | 206 | 0.9781 | 0.4372 | 0.9781 | 0.9890 |
| No log | 4.2449 | 208 | 1.0502 | 0.5055 | 1.0502 | 1.0248 |
| No log | 4.2857 | 210 | 0.9128 | 0.3958 | 0.9128 | 0.9554 |
| No log | 4.3265 | 212 | 0.8473 | 0.4337 | 0.8473 | 0.9205 |
| No log | 4.3673 | 214 | 0.8301 | 0.4340 | 0.8301 | 0.9111 |
| No log | 4.4082 | 216 | 0.8415 | 0.4340 | 0.8415 | 0.9174 |
| No log | 4.4490 | 218 | 0.9220 | 0.4591 | 0.9220 | 0.9602 |
| No log | 4.4898 | 220 | 1.0576 | 0.5080 | 1.0576 | 1.0284 |
| No log | 4.5306 | 222 | 1.2291 | 0.4673 | 1.2291 | 1.1086 |
| No log | 4.5714 | 224 | 1.1704 | 0.4604 | 1.1704 | 1.0819 |
| No log | 4.6122 | 226 | 1.0197 | 0.5384 | 1.0197 | 1.0098 |
| No log | 4.6531 | 228 | 0.8720 | 0.5440 | 0.8720 | 0.9338 |
| No log | 4.6939 | 230 | 0.8711 | 0.5550 | 0.8711 | 0.9333 |
| No log | 4.7347 | 232 | 0.9083 | 0.5479 | 0.9083 | 0.9531 |
| No log | 4.7755 | 234 | 1.0628 | 0.5184 | 1.0628 | 1.0309 |
| No log | 4.8163 | 236 | 1.0907 | 0.4534 | 1.0907 | 1.0444 |
| No log | 4.8571 | 238 | 1.0108 | 0.5250 | 1.0108 | 1.0054 |
| No log | 4.8980 | 240 | 0.9778 | 0.4501 | 0.9778 | 0.9889 |
| No log | 4.9388 | 242 | 0.8839 | 0.4587 | 0.8839 | 0.9402 |
| No log | 4.9796 | 244 | 0.8876 | 0.4459 | 0.8876 | 0.9421 |
| No log | 5.0204 | 246 | 1.0277 | 0.4258 | 1.0277 | 1.0138 |
| No log | 5.0612 | 248 | 1.2390 | 0.4587 | 1.2390 | 1.1131 |
| No log | 5.1020 | 250 | 1.2639 | 0.3995 | 1.2639 | 1.1242 |
| No log | 5.1429 | 252 | 1.0746 | 0.4132 | 1.0746 | 1.0366 |
| No log | 5.1837 | 254 | 0.9745 | 0.4533 | 0.9745 | 0.9872 |
| No log | 5.2245 | 256 | 1.0143 | 0.4048 | 1.0143 | 1.0071 |
| No log | 5.2653 | 258 | 0.9614 | 0.4400 | 0.9614 | 0.9805 |
| No log | 5.3061 | 260 | 0.8611 | 0.5521 | 0.8611 | 0.9280 |
| No log | 5.3469 | 262 | 0.8941 | 0.4495 | 0.8941 | 0.9456 |
| No log | 5.3878 | 264 | 1.0999 | 0.4845 | 1.0999 | 1.0488 |
| No log | 5.4286 | 266 | 1.1808 | 0.4647 | 1.1808 | 1.0867 |
| No log | 5.4694 | 268 | 1.0283 | 0.4685 | 1.0283 | 1.0141 |
| No log | 5.5102 | 270 | 0.8490 | 0.4657 | 0.8490 | 0.9214 |
| No log | 5.5510 | 272 | 0.7414 | 0.4450 | 0.7414 | 0.8610 |
| No log | 5.5918 | 274 | 0.7470 | 0.4450 | 0.7470 | 0.8643 |
| No log | 5.6327 | 276 | 0.8111 | 0.4884 | 0.8111 | 0.9006 |
| No log | 5.6735 | 278 | 1.0272 | 0.5159 | 1.0272 | 1.0135 |
| No log | 5.7143 | 280 | 1.1603 | 0.4215 | 1.1603 | 1.0772 |
| No log | 5.7551 | 282 | 1.1606 | 0.4390 | 1.1606 | 1.0773 |
| No log | 5.7959 | 284 | 1.0050 | 0.5042 | 1.0050 | 1.0025 |
| No log | 5.8367 | 286 | 0.8467 | 0.5915 | 0.8467 | 0.9202 |
| No log | 5.8776 | 288 | 0.8225 | 0.4885 | 0.8225 | 0.9069 |
| No log | 5.9184 | 290 | 0.8494 | 0.4691 | 0.8494 | 0.9216 |
| No log | 5.9592 | 292 | 0.9196 | 0.5424 | 0.9196 | 0.9590 |
| No log | 6.0 | 294 | 1.0939 | 0.4806 | 1.0939 | 1.0459 |
| No log | 6.0408 | 296 | 1.2227 | 0.4393 | 1.2227 | 1.1058 |
| No log | 6.0816 | 298 | 1.1806 | 0.4758 | 1.1806 | 1.0865 |
| No log | 6.1224 | 300 | 1.0128 | 0.4883 | 1.0128 | 1.0064 |
| No log | 6.1633 | 302 | 0.8252 | 0.5176 | 0.8252 | 0.9084 |
| No log | 6.2041 | 304 | 0.7813 | 0.4774 | 0.7813 | 0.8839 |
| No log | 6.2449 | 306 | 0.8002 | 0.4932 | 0.8002 | 0.8945 |
| No log | 6.2857 | 308 | 0.7892 | 0.4975 | 0.7892 | 0.8883 |
| No log | 6.3265 | 310 | 0.7850 | 0.5486 | 0.7850 | 0.8860 |
| No log | 6.3673 | 312 | 0.8616 | 0.5517 | 0.8616 | 0.9282 |
| No log | 6.4082 | 314 | 0.9956 | 0.4952 | 0.9956 | 0.9978 |
| No log | 6.4490 | 316 | 0.9858 | 0.4708 | 0.9858 | 0.9929 |
| No log | 6.4898 | 318 | 0.9000 | 0.5266 | 0.9000 | 0.9487 |
| No log | 6.5306 | 320 | 0.8421 | 0.5039 | 0.8421 | 0.9177 |
| No log | 6.5714 | 322 | 0.8710 | 0.4191 | 0.8710 | 0.9333 |
| No log | 6.6122 | 324 | 0.8575 | 0.4080 | 0.8575 | 0.9260 |
| No log | 6.6531 | 326 | 0.8353 | 0.4504 | 0.8353 | 0.9140 |
| No log | 6.6939 | 328 | 0.8399 | 0.5255 | 0.8399 | 0.9165 |
| No log | 6.7347 | 330 | 0.8483 | 0.5446 | 0.8483 | 0.9210 |
| No log | 6.7755 | 332 | 0.8111 | 0.5131 | 0.8111 | 0.9006 |
| No log | 6.8163 | 334 | 0.7863 | 0.5131 | 0.7863 | 0.8867 |
| No log | 6.8571 | 336 | 0.7628 | 0.5046 | 0.7628 | 0.8734 |
| No log | 6.8980 | 338 | 0.7543 | 0.4908 | 0.7543 | 0.8685 |
| No log | 6.9388 | 340 | 0.7927 | 0.5077 | 0.7927 | 0.8903 |
| No log | 6.9796 | 342 | 0.8354 | 0.5508 | 0.8354 | 0.9140 |
| No log | 7.0204 | 344 | 0.7827 | 0.4302 | 0.7827 | 0.8847 |
| No log | 7.0612 | 346 | 0.7392 | 0.3957 | 0.7392 | 0.8598 |
| No log | 7.1020 | 348 | 0.7186 | 0.4488 | 0.7186 | 0.8477 |
| No log | 7.1429 | 350 | 0.7041 | 0.4873 | 0.7041 | 0.8391 |
| No log | 7.1837 | 352 | 0.7118 | 0.4584 | 0.7118 | 0.8437 |
| No log | 7.2245 | 354 | 0.7224 | 0.5030 | 0.7224 | 0.8499 |
| No log | 7.2653 | 356 | 0.7032 | 0.5450 | 0.7032 | 0.8386 |
| No log | 7.3061 | 358 | 0.7212 | 0.5726 | 0.7212 | 0.8492 |
| No log | 7.3469 | 360 | 0.7389 | 0.5009 | 0.7389 | 0.8596 |
| No log | 7.3878 | 362 | 0.7562 | 0.4944 | 0.7562 | 0.8696 |
| No log | 7.4286 | 364 | 0.7368 | 0.5392 | 0.7368 | 0.8584 |
| No log | 7.4694 | 366 | 0.7477 | 0.5676 | 0.7477 | 0.8647 |
| No log | 7.5102 | 368 | 0.7524 | 0.5320 | 0.7524 | 0.8674 |
| No log | 7.5510 | 370 | 0.7894 | 0.5458 | 0.7894 | 0.8885 |
| No log | 7.5918 | 372 | 0.7783 | 0.5392 | 0.7783 | 0.8822 |
| No log | 7.6327 | 374 | 0.8424 | 0.4968 | 0.8424 | 0.9178 |
| No log | 7.6735 | 376 | 0.8382 | 0.5303 | 0.8382 | 0.9156 |
| No log | 7.7143 | 378 | 0.8067 | 0.4852 | 0.8067 | 0.8982 |
| No log | 7.7551 | 380 | 0.8221 | 0.4666 | 0.8221 | 0.9067 |
| No log | 7.7959 | 382 | 0.8094 | 0.4439 | 0.8094 | 0.8996 |
| No log | 7.8367 | 384 | 0.7919 | 0.3927 | 0.7919 | 0.8899 |
| No log | 7.8776 | 386 | 0.7860 | 0.3909 | 0.7860 | 0.8866 |
| No log | 7.9184 | 388 | 0.7889 | 0.4236 | 0.7889 | 0.8882 |
| No log | 7.9592 | 390 | 0.7879 | 0.4236 | 0.7879 | 0.8876 |
| No log | 8.0 | 392 | 0.7764 | 0.4782 | 0.7764 | 0.8812 |
| No log | 8.0408 | 394 | 0.7738 | 0.4993 | 0.7738 | 0.8796 |
| No log | 8.0816 | 396 | 0.7825 | 0.5370 | 0.7825 | 0.8846 |
| No log | 8.1224 | 398 | 0.7631 | 0.5364 | 0.7631 | 0.8736 |
| No log | 8.1633 | 400 | 0.7614 | 0.5167 | 0.7614 | 0.8726 |
| No log | 8.2041 | 402 | 0.7615 | 0.4866 | 0.7615 | 0.8726 |
| No log | 8.2449 | 404 | 0.7619 | 0.5024 | 0.7619 | 0.8729 |
| No log | 8.2857 | 406 | 0.7737 | 0.5044 | 0.7737 | 0.8796 |
| No log | 8.3265 | 408 | 0.8406 | 0.5210 | 0.8406 | 0.9168 |
| No log | 8.3673 | 410 | 0.9074 | 0.4935 | 0.9074 | 0.9526 |
| No log | 8.4082 | 412 | 0.8713 | 0.4851 | 0.8713 | 0.9334 |
| No log | 8.4490 | 414 | 0.8037 | 0.4811 | 0.8037 | 0.8965 |
| No log | 8.4898 | 416 | 0.7510 | 0.5253 | 0.7510 | 0.8666 |
| No log | 8.5306 | 418 | 0.7448 | 0.5283 | 0.7448 | 0.8630 |
| No log | 8.5714 | 420 | 0.7453 | 0.5244 | 0.7453 | 0.8633 |
| No log | 8.6122 | 422 | 0.7609 | 0.4859 | 0.7609 | 0.8723 |
| No log | 8.6531 | 424 | 0.7796 | 0.4931 | 0.7796 | 0.8830 |
| No log | 8.6939 | 426 | 0.8297 | 0.5044 | 0.8297 | 0.9109 |
| No log | 8.7347 | 428 | 0.8117 | 0.5702 | 0.8117 | 0.9009 |
| No log | 8.7755 | 430 | 0.7573 | 0.5495 | 0.7573 | 0.8702 |
| No log | 8.8163 | 432 | 0.7534 | 0.4599 | 0.7534 | 0.8680 |
| No log | 8.8571 | 434 | 0.7683 | 0.4461 | 0.7683 | 0.8765 |
| No log | 8.8980 | 436 | 0.7986 | 0.5112 | 0.7986 | 0.8937 |
| No log | 8.9388 | 438 | 0.8272 | 0.4243 | 0.8272 | 0.9095 |
| No log | 8.9796 | 440 | 0.8474 | 0.3994 | 0.8474 | 0.9205 |
| No log | 9.0204 | 442 | 0.8493 | 0.4686 | 0.8493 | 0.9216 |
| No log | 9.0612 | 444 | 0.8645 | 0.4180 | 0.8645 | 0.9298 |
| No log | 9.1020 | 446 | 0.8557 | 0.4327 | 0.8557 | 0.9250 |
| No log | 9.1429 | 448 | 0.8428 | 0.4327 | 0.8428 | 0.9180 |
| No log | 9.1837 | 450 | 0.8529 | 0.5345 | 0.8529 | 0.9235 |
| No log | 9.2245 | 452 | 0.9181 | 0.5295 | 0.9181 | 0.9582 |
| No log | 9.2653 | 454 | 1.0737 | 0.4580 | 1.0737 | 1.0362 |
| No log | 9.3061 | 456 | 1.1605 | 0.4462 | 1.1605 | 1.0772 |
| No log | 9.3469 | 458 | 1.0997 | 0.4481 | 1.0997 | 1.0487 |
| No log | 9.3878 | 460 | 0.9544 | 0.3691 | 0.9544 | 0.9769 |
| No log | 9.4286 | 462 | 0.8750 | 0.4163 | 0.8750 | 0.9354 |
| No log | 9.4694 | 464 | 0.8110 | 0.4817 | 0.8110 | 0.9005 |
| No log | 9.5102 | 466 | 0.7930 | 0.4541 | 0.7930 | 0.8905 |
| No log | 9.5510 | 468 | 0.7744 | 0.4760 | 0.7744 | 0.8800 |
| No log | 9.5918 | 470 | 0.7452 | 0.5703 | 0.7452 | 0.8633 |
| No log | 9.6327 | 472 | 0.7395 | 0.6230 | 0.7395 | 0.8599 |
| No log | 9.6735 | 474 | 0.7784 | 0.6059 | 0.7784 | 0.8822 |
| No log | 9.7143 | 476 | 0.8793 | 0.5649 | 0.8793 | 0.9377 |
| No log | 9.7551 | 478 | 0.9194 | 0.5255 | 0.9194 | 0.9589 |
| No log | 9.7959 | 480 | 0.8839 | 0.5272 | 0.8839 | 0.9401 |
| No log | 9.8367 | 482 | 0.8167 | 0.5527 | 0.8167 | 0.9037 |
| No log | 9.8776 | 484 | 0.7969 | 0.5527 | 0.7969 | 0.8927 |
| No log | 9.9184 | 486 | 0.8612 | 0.5415 | 0.8612 | 0.9280 |
| No log | 9.9592 | 488 | 0.9013 | 0.5072 | 0.9013 | 0.9494 |
| No log | 10.0 | 490 | 0.9014 | 0.4890 | 0.9014 | 0.9494 |
| No log | 10.0408 | 492 | 0.8244 | 0.4971 | 0.8244 | 0.9080 |
| No log | 10.0816 | 494 | 0.7841 | 0.5819 | 0.7841 | 0.8855 |
| No log | 10.1224 | 496 | 0.7879 | 0.5905 | 0.7879 | 0.8877 |
| No log | 10.1633 | 498 | 0.8191 | 0.5466 | 0.8191 | 0.9050 |
| 0.3669 | 10.2041 | 500 | 0.8419 | 0.4690 | 0.8419 | 0.9176 |
| 0.3669 | 10.2449 | 502 | 0.8125 | 0.4304 | 0.8125 | 0.9014 |
| 0.3669 | 10.2857 | 504 | 0.7957 | 0.4859 | 0.7957 | 0.8920 |
| 0.3669 | 10.3265 | 506 | 0.8335 | 0.3920 | 0.8335 | 0.9129 |
| 0.3669 | 10.3673 | 508 | 0.8384 | 0.4062 | 0.8384 | 0.9156 |
| 0.3669 | 10.4082 | 510 | 0.8072 | 0.5314 | 0.8072 | 0.8985 |
| 0.3669 | 10.4490 | 512 | 0.7865 | 0.5057 | 0.7865 | 0.8869 |
| 0.3669 | 10.4898 | 514 | 0.8176 | 0.4898 | 0.8176 | 0.9042 |
| 0.3669 | 10.5306 | 516 | 0.8442 | 0.4596 | 0.8442 | 0.9188 |
| 0.3669 | 10.5714 | 518 | 0.8704 | 0.4283 | 0.8704 | 0.9330 |
| 0.3669 | 10.6122 | 520 | 0.8281 | 0.5022 | 0.8281 | 0.9100 |
| 0.3669 | 10.6531 | 522 | 0.7620 | 0.5226 | 0.7620 | 0.8729 |
| 0.3669 | 10.6939 | 524 | 0.7680 | 0.6244 | 0.7680 | 0.8764 |
| 0.3669 | 10.7347 | 526 | 0.8139 | 0.5905 | 0.8139 | 0.9022 |
| 0.3669 | 10.7755 | 528 | 0.7886 | 0.5700 | 0.7886 | 0.8880 |
| 0.3669 | 10.8163 | 530 | 0.7408 | 0.5930 | 0.7408 | 0.8607 |
| 0.3669 | 10.8571 | 532 | 0.7378 | 0.5274 | 0.7378 | 0.8589 |
| 0.3669 | 10.8980 | 534 | 0.7417 | 0.5274 | 0.7417 | 0.8612 |
| 0.3669 | 10.9388 | 536 | 0.7612 | 0.5992 | 0.7612 | 0.8725 |
| 0.3669 | 10.9796 | 538 | 0.8031 | 0.5712 | 0.8031 | 0.8961 |
| 0.3669 | 11.0204 | 540 | 0.8009 | 0.6022 | 0.8009 | 0.8949 |
| 0.3669 | 11.0612 | 542 | 0.8199 | 0.5712 | 0.8199 | 0.9055 |
| 0.3669 | 11.1020 | 544 | 0.8301 | 0.5421 | 0.8301 | 0.9111 |
| 0.3669 | 11.1429 | 546 | 0.8293 | 0.5295 | 0.8293 | 0.9107 |
| 0.3669 | 11.1837 | 548 | 0.8086 | 0.4304 | 0.8086 | 0.8992 |
| 0.3669 | 11.2245 | 550 | 0.8229 | 0.3777 | 0.8229 | 0.9071 |
| 0.3669 | 11.2653 | 552 | 0.8418 | 0.4838 | 0.8418 | 0.9175 |
| 0.3669 | 11.3061 | 554 | 0.8929 | 0.4894 | 0.8929 | 0.9449 |
| 0.3669 | 11.3469 | 556 | 0.8593 | 0.5173 | 0.8593 | 0.9270 |
| 0.3669 | 11.3878 | 558 | 0.7803 | 0.5957 | 0.7803 | 0.8833 |
| 0.3669 | 11.4286 | 560 | 0.7382 | 0.6324 | 0.7382 | 0.8592 |
| 0.3669 | 11.4694 | 562 | 0.7381 | 0.5397 | 0.7381 | 0.8591 |
| 0.3669 | 11.5102 | 564 | 0.7415 | 0.5397 | 0.7415 | 0.8611 |
| 0.3669 | 11.5510 | 566 | 0.7551 | 0.5854 | 0.7551 | 0.8690 |
| 0.3669 | 11.5918 | 568 | 0.7642 | 0.5621 | 0.7642 | 0.8742 |
| 0.3669 | 11.6327 | 570 | 0.7878 | 0.5279 | 0.7878 | 0.8876 |
| 0.3669 | 11.6735 | 572 | 0.8451 | 0.5401 | 0.8451 | 0.9193 |
| 0.3669 | 11.7143 | 574 | 0.8311 | 0.5519 | 0.8311 | 0.9117 |
| 0.3669 | 11.7551 | 576 | 0.7546 | 0.5690 | 0.7546 | 0.8687 |
| 0.3669 | 11.7959 | 578 | 0.7104 | 0.5028 | 0.7104 | 0.8428 |
| 0.3669 | 11.8367 | 580 | 0.6947 | 0.5120 | 0.6947 | 0.8335 |
| 0.3669 | 11.8776 | 582 | 0.6814 | 0.5800 | 0.6814 | 0.8255 |
| 0.3669 | 11.9184 | 584 | 0.6916 | 0.6167 | 0.6916 | 0.8316 |
| 0.3669 | 11.9592 | 586 | 0.7012 | 0.6132 | 0.7012 | 0.8374 |
| 0.3669 | 12.0 | 588 | 0.7024 | 0.6336 | 0.7024 | 0.8381 |
| 0.3669 | 12.0408 | 590 | 0.6973 | 0.6025 | 0.6973 | 0.8350 |
| 0.3669 | 12.0816 | 592 | 0.6962 | 0.5678 | 0.6962 | 0.8344 |
| 0.3669 | 12.1224 | 594 | 0.7307 | 0.5874 | 0.7307 | 0.8548 |
| 0.3669 | 12.1633 | 596 | 0.8077 | 0.5493 | 0.8077 | 0.8987 |
| 0.3669 | 12.2041 | 598 | 0.8542 | 0.5218 | 0.8542 | 0.9242 |
| 0.3669 | 12.2449 | 600 | 0.8525 | 0.5353 | 0.8525 | 0.9233 |
| 0.3669 | 12.2857 | 602 | 0.8322 | 0.5470 | 0.8322 | 0.9123 |
| 0.3669 | 12.3265 | 604 | 0.8270 | 0.5517 | 0.8270 | 0.9094 |
| 0.3669 | 12.3673 | 606 | 0.8523 | 0.5396 | 0.8523 | 0.9232 |
| 0.3669 | 12.4082 | 608 | 0.8426 | 0.5542 | 0.8426 | 0.9179 |
| 0.3669 | 12.4490 | 610 | 0.8764 | 0.5353 | 0.8764 | 0.9362 |
| 0.3669 | 12.4898 | 612 | 0.9404 | 0.5056 | 0.9404 | 0.9697 |
| 0.3669 | 12.5306 | 614 | 0.9320 | 0.4886 | 0.9320 | 0.9654 |
| 0.3669 | 12.5714 | 616 | 0.8317 | 0.5517 | 0.8317 | 0.9120 |
| 0.3669 | 12.6122 | 618 | 0.7617 | 0.4927 | 0.7617 | 0.8728 |
| 0.3669 | 12.6531 | 620 | 0.7486 | 0.4927 | 0.7486 | 0.8652 |
| 0.3669 | 12.6939 | 622 | 0.7423 | 0.5329 | 0.7423 | 0.8616 |
| 0.3669 | 12.7347 | 624 | 0.7754 | 0.5543 | 0.7754 | 0.8805 |
| 0.3669 | 12.7755 | 626 | 0.8810 | 0.4857 | 0.8810 | 0.9386 |
| 0.3669 | 12.8163 | 628 | 0.9183 | 0.4857 | 0.9183 | 0.9583 |
| 0.3669 | 12.8571 | 630 | 0.9099 | 0.4857 | 0.9099 | 0.9539 |
| 0.3669 | 12.8980 | 632 | 0.9048 | 0.5173 | 0.9048 | 0.9512 |
| 0.3669 | 12.9388 | 634 | 0.8765 | 0.52 | 0.8765 | 0.9362 |
| 0.3669 | 12.9796 | 636 | 0.8717 | 0.52 | 0.8717 | 0.9336 |
| 0.3669 | 13.0204 | 638 | 0.9139 | 0.5173 | 0.9139 | 0.9560 |
| 0.3669 | 13.0612 | 640 | 0.8697 | 0.5086 | 0.8697 | 0.9326 |
| 0.3669 | 13.1020 | 642 | 0.7709 | 0.5847 | 0.7709 | 0.8780 |
| 0.3669 | 13.1429 | 644 | 0.7347 | 0.6578 | 0.7347 | 0.8571 |
| 0.3669 | 13.1837 | 646 | 0.7291 | 0.6537 | 0.7291 | 0.8539 |
| 0.3669 | 13.2245 | 648 | 0.7433 | 0.5869 | 0.7433 | 0.8622 |
| 0.3669 | 13.2653 | 650 | 0.7952 | 0.5736 | 0.7952 | 0.8917 |
| 0.3669 | 13.3061 | 652 | 0.7971 | 0.5218 | 0.7971 | 0.8928 |
| 0.3669 | 13.3469 | 654 | 0.7761 | 0.5560 | 0.7761 | 0.8810 |
| 0.3669 | 13.3878 | 656 | 0.7563 | 0.5471 | 0.7563 | 0.8697 |
| 0.3669 | 13.4286 | 658 | 0.7509 | 0.4280 | 0.7509 | 0.8665 |
| 0.3669 | 13.4694 | 660 | 0.7571 | 0.4381 | 0.7571 | 0.8701 |
| 0.3669 | 13.5102 | 662 | 0.7505 | 0.4381 | 0.7505 | 0.8663 |
| 0.3669 | 13.5510 | 664 | 0.7337 | 0.4418 | 0.7337 | 0.8565 |
| 0.3669 | 13.5918 | 666 | 0.7237 | 0.5079 | 0.7237 | 0.8507 |
| 0.3669 | 13.6327 | 668 | 0.7294 | 0.4555 | 0.7294 | 0.8541 |
| 0.3669 | 13.6735 | 670 | 0.7803 | 0.4787 | 0.7803 | 0.8833 |
| 0.3669 | 13.7143 | 672 | 0.8828 | 0.5106 | 0.8828 | 0.9396 |
| 0.3669 | 13.7551 | 674 | 0.9762 | 0.4532 | 0.9762 | 0.9880 |
| 0.3669 | 13.7959 | 676 | 0.9612 | 0.3721 | 0.9612 | 0.9804 |
| 0.3669 | 13.8367 | 678 | 0.9274 | 0.3857 | 0.9274 | 0.9630 |
| 0.3669 | 13.8776 | 680 | 0.8649 | 0.3897 | 0.8649 | 0.9300 |
| 0.3669 | 13.9184 | 682 | 0.8347 | 0.4439 | 0.8347 | 0.9136 |
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_run3_AugV5_k16_task2_organization
Base model
aubmindlab/bert-base-arabertv02