ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k14_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: 0.6787
- Qwk: 0.4831
- Mse: 0.6787
- Rmse: 0.8239
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 | 0.0282 | 2 | 4.0655 | -0.0151 | 4.0655 | 2.0163 |
| No log | 0.0563 | 4 | 2.1582 | 0.0189 | 2.1582 | 1.4691 |
| No log | 0.0845 | 6 | 1.3820 | 0.0622 | 1.3820 | 1.1756 |
| No log | 0.1127 | 8 | 0.8999 | -0.0930 | 0.8999 | 0.9486 |
| No log | 0.1408 | 10 | 0.8210 | 0.1509 | 0.8210 | 0.9061 |
| No log | 0.1690 | 12 | 0.8880 | 0.0746 | 0.8880 | 0.9423 |
| No log | 0.1972 | 14 | 0.8890 | 0.0684 | 0.8890 | 0.9429 |
| No log | 0.2254 | 16 | 1.0336 | -0.0212 | 1.0336 | 1.0167 |
| No log | 0.2535 | 18 | 1.2642 | 0.0431 | 1.2642 | 1.1244 |
| No log | 0.2817 | 20 | 1.4079 | 0.0572 | 1.4079 | 1.1865 |
| No log | 0.3099 | 22 | 0.9030 | 0.0432 | 0.9030 | 0.9502 |
| No log | 0.3380 | 24 | 0.6425 | 0.3450 | 0.6425 | 0.8016 |
| No log | 0.3662 | 26 | 0.6303 | 0.3080 | 0.6303 | 0.7939 |
| No log | 0.3944 | 28 | 0.6327 | 0.3174 | 0.6327 | 0.7954 |
| No log | 0.4225 | 30 | 0.6962 | 0.2932 | 0.6962 | 0.8344 |
| No log | 0.4507 | 32 | 0.8565 | 0.1382 | 0.8565 | 0.9255 |
| No log | 0.4789 | 34 | 0.8542 | 0.1633 | 0.8542 | 0.9242 |
| No log | 0.5070 | 36 | 0.8089 | 0.2131 | 0.8089 | 0.8994 |
| No log | 0.5352 | 38 | 0.7128 | 0.3498 | 0.7128 | 0.8443 |
| No log | 0.5634 | 40 | 0.7238 | 0.3575 | 0.7238 | 0.8507 |
| No log | 0.5915 | 42 | 0.8355 | 0.2541 | 0.8355 | 0.9141 |
| No log | 0.6197 | 44 | 1.3298 | 0.1385 | 1.3298 | 1.1531 |
| No log | 0.6479 | 46 | 2.0635 | 0.1509 | 2.0635 | 1.4365 |
| No log | 0.6761 | 48 | 2.0739 | 0.1675 | 2.0739 | 1.4401 |
| No log | 0.7042 | 50 | 1.3809 | 0.1857 | 1.3809 | 1.1751 |
| No log | 0.7324 | 52 | 0.8168 | 0.3152 | 0.8168 | 0.9038 |
| No log | 0.7606 | 54 | 0.6548 | 0.4524 | 0.6548 | 0.8092 |
| No log | 0.7887 | 56 | 0.6370 | 0.4017 | 0.6370 | 0.7981 |
| No log | 0.8169 | 58 | 0.6252 | 0.3947 | 0.6252 | 0.7907 |
| No log | 0.8451 | 60 | 0.6079 | 0.4400 | 0.6079 | 0.7797 |
| No log | 0.8732 | 62 | 0.6376 | 0.3622 | 0.6376 | 0.7985 |
| No log | 0.9014 | 64 | 0.6938 | 0.3571 | 0.6938 | 0.8329 |
| No log | 0.9296 | 66 | 0.7129 | 0.3966 | 0.7129 | 0.8443 |
| No log | 0.9577 | 68 | 0.7456 | 0.3593 | 0.7456 | 0.8635 |
| No log | 0.9859 | 70 | 0.8040 | 0.3522 | 0.8040 | 0.8967 |
| No log | 1.0141 | 72 | 0.7018 | 0.3676 | 0.7018 | 0.8377 |
| No log | 1.0423 | 74 | 0.6579 | 0.4100 | 0.6579 | 0.8111 |
| No log | 1.0704 | 76 | 0.7454 | 0.4 | 0.7454 | 0.8634 |
| No log | 1.0986 | 78 | 0.6628 | 0.4377 | 0.6628 | 0.8142 |
| No log | 1.1268 | 80 | 0.7793 | 0.3316 | 0.7793 | 0.8828 |
| No log | 1.1549 | 82 | 1.4631 | 0.2259 | 1.4631 | 1.2096 |
| No log | 1.1831 | 84 | 1.4934 | 0.2214 | 1.4934 | 1.2221 |
| No log | 1.2113 | 86 | 1.1847 | 0.2858 | 1.1847 | 1.0885 |
| No log | 1.2394 | 88 | 0.7613 | 0.2901 | 0.7613 | 0.8726 |
| No log | 1.2676 | 90 | 0.6015 | 0.3832 | 0.6015 | 0.7755 |
| No log | 1.2958 | 92 | 0.5983 | 0.4124 | 0.5983 | 0.7735 |
| No log | 1.3239 | 94 | 0.5969 | 0.3773 | 0.5969 | 0.7726 |
| No log | 1.3521 | 96 | 0.6959 | 0.2390 | 0.6959 | 0.8342 |
| No log | 1.3803 | 98 | 0.7835 | 0.25 | 0.7835 | 0.8851 |
| No log | 1.4085 | 100 | 0.7326 | 0.3518 | 0.7326 | 0.8559 |
| No log | 1.4366 | 102 | 0.7476 | 0.3892 | 0.7476 | 0.8646 |
| No log | 1.4648 | 104 | 0.9110 | 0.3463 | 0.9110 | 0.9545 |
| No log | 1.4930 | 106 | 0.9470 | 0.3253 | 0.9470 | 0.9731 |
| No log | 1.5211 | 108 | 1.0459 | 0.3592 | 1.0459 | 1.0227 |
| No log | 1.5493 | 110 | 1.0252 | 0.3243 | 1.0252 | 1.0125 |
| No log | 1.5775 | 112 | 0.8833 | 0.4059 | 0.8833 | 0.9398 |
| No log | 1.6056 | 114 | 0.8297 | 0.4465 | 0.8297 | 0.9109 |
| No log | 1.6338 | 116 | 0.8400 | 0.4339 | 0.8400 | 0.9165 |
| No log | 1.6620 | 118 | 0.9762 | 0.3626 | 0.9762 | 0.9880 |
| No log | 1.6901 | 120 | 1.0662 | 0.4389 | 1.0662 | 1.0326 |
| No log | 1.7183 | 122 | 1.0642 | 0.4101 | 1.0642 | 1.0316 |
| No log | 1.7465 | 124 | 0.8336 | 0.3576 | 0.8336 | 0.9130 |
| No log | 1.7746 | 126 | 0.6792 | 0.4489 | 0.6792 | 0.8241 |
| No log | 1.8028 | 128 | 0.6566 | 0.4446 | 0.6566 | 0.8103 |
| No log | 1.8310 | 130 | 0.7138 | 0.3507 | 0.7138 | 0.8449 |
| No log | 1.8592 | 132 | 0.9233 | 0.3868 | 0.9233 | 0.9609 |
| No log | 1.8873 | 134 | 0.9698 | 0.3527 | 0.9698 | 0.9848 |
| No log | 1.9155 | 136 | 0.8290 | 0.3806 | 0.8290 | 0.9105 |
| No log | 1.9437 | 138 | 0.7708 | 0.3607 | 0.7708 | 0.8779 |
| No log | 1.9718 | 140 | 0.7254 | 0.4116 | 0.7254 | 0.8517 |
| No log | 2.0 | 142 | 0.7789 | 0.3921 | 0.7789 | 0.8825 |
| No log | 2.0282 | 144 | 0.8577 | 0.3947 | 0.8577 | 0.9261 |
| No log | 2.0563 | 146 | 0.9103 | 0.4137 | 0.9103 | 0.9541 |
| No log | 2.0845 | 148 | 0.8023 | 0.4194 | 0.8023 | 0.8957 |
| No log | 2.1127 | 150 | 0.7311 | 0.4561 | 0.7311 | 0.8551 |
| No log | 2.1408 | 152 | 0.8129 | 0.4445 | 0.8129 | 0.9016 |
| No log | 2.1690 | 154 | 0.8136 | 0.4559 | 0.8136 | 0.9020 |
| No log | 2.1972 | 156 | 0.8046 | 0.4553 | 0.8046 | 0.8970 |
| No log | 2.2254 | 158 | 0.9186 | 0.4220 | 0.9186 | 0.9584 |
| No log | 2.2535 | 160 | 0.9100 | 0.3837 | 0.9100 | 0.9539 |
| No log | 2.2817 | 162 | 0.8515 | 0.3799 | 0.8515 | 0.9228 |
| No log | 2.3099 | 164 | 0.7910 | 0.4247 | 0.7910 | 0.8894 |
| No log | 2.3380 | 166 | 0.7889 | 0.4985 | 0.7889 | 0.8882 |
| No log | 2.3662 | 168 | 0.8132 | 0.4899 | 0.8132 | 0.9018 |
| No log | 2.3944 | 170 | 0.7999 | 0.4610 | 0.7999 | 0.8944 |
| No log | 2.4225 | 172 | 0.8326 | 0.3844 | 0.8326 | 0.9125 |
| No log | 2.4507 | 174 | 0.8001 | 0.4010 | 0.8001 | 0.8945 |
| No log | 2.4789 | 176 | 0.8762 | 0.3663 | 0.8762 | 0.9360 |
| No log | 2.5070 | 178 | 0.8429 | 0.4070 | 0.8429 | 0.9181 |
| No log | 2.5352 | 180 | 0.7513 | 0.4627 | 0.7513 | 0.8668 |
| No log | 2.5634 | 182 | 0.7832 | 0.4904 | 0.7832 | 0.8850 |
| No log | 2.5915 | 184 | 0.7729 | 0.4788 | 0.7729 | 0.8791 |
| No log | 2.6197 | 186 | 0.8065 | 0.4568 | 0.8065 | 0.8980 |
| No log | 2.6479 | 188 | 0.8557 | 0.4342 | 0.8557 | 0.9251 |
| No log | 2.6761 | 190 | 0.7933 | 0.5167 | 0.7933 | 0.8906 |
| No log | 2.7042 | 192 | 0.8566 | 0.4469 | 0.8566 | 0.9255 |
| No log | 2.7324 | 194 | 0.8766 | 0.4449 | 0.8766 | 0.9363 |
| No log | 2.7606 | 196 | 0.8312 | 0.4456 | 0.8312 | 0.9117 |
| No log | 2.7887 | 198 | 0.7776 | 0.4793 | 0.7776 | 0.8818 |
| No log | 2.8169 | 200 | 0.7077 | 0.5033 | 0.7077 | 0.8413 |
| No log | 2.8451 | 202 | 0.6925 | 0.5042 | 0.6925 | 0.8322 |
| No log | 2.8732 | 204 | 0.6922 | 0.4650 | 0.6922 | 0.8320 |
| No log | 2.9014 | 206 | 0.7487 | 0.4453 | 0.7487 | 0.8653 |
| No log | 2.9296 | 208 | 0.7638 | 0.4352 | 0.7638 | 0.8740 |
| No log | 2.9577 | 210 | 0.6789 | 0.4306 | 0.6789 | 0.8239 |
| No log | 2.9859 | 212 | 0.6529 | 0.4937 | 0.6529 | 0.8080 |
| No log | 3.0141 | 214 | 0.6722 | 0.5247 | 0.6722 | 0.8199 |
| No log | 3.0423 | 216 | 0.6667 | 0.4713 | 0.6667 | 0.8165 |
| No log | 3.0704 | 218 | 0.7759 | 0.4373 | 0.7759 | 0.8808 |
| No log | 3.0986 | 220 | 0.8963 | 0.4044 | 0.8963 | 0.9467 |
| No log | 3.1268 | 222 | 0.8584 | 0.4038 | 0.8584 | 0.9265 |
| No log | 3.1549 | 224 | 0.8006 | 0.4507 | 0.8006 | 0.8948 |
| No log | 3.1831 | 226 | 0.7609 | 0.4607 | 0.7609 | 0.8723 |
| No log | 3.2113 | 228 | 0.7880 | 0.4514 | 0.7880 | 0.8877 |
| No log | 3.2394 | 230 | 0.8038 | 0.4710 | 0.8038 | 0.8965 |
| No log | 3.2676 | 232 | 0.7937 | 0.4941 | 0.7937 | 0.8909 |
| No log | 3.2958 | 234 | 0.7922 | 0.4738 | 0.7922 | 0.8901 |
| No log | 3.3239 | 236 | 0.7631 | 0.5112 | 0.7631 | 0.8736 |
| No log | 3.3521 | 238 | 0.7505 | 0.4561 | 0.7505 | 0.8663 |
| No log | 3.3803 | 240 | 0.7945 | 0.3701 | 0.7945 | 0.8913 |
| No log | 3.4085 | 242 | 0.8095 | 0.3664 | 0.8095 | 0.8997 |
| No log | 3.4366 | 244 | 0.7560 | 0.4059 | 0.7560 | 0.8695 |
| No log | 3.4648 | 246 | 0.7632 | 0.4817 | 0.7632 | 0.8736 |
| No log | 3.4930 | 248 | 0.7764 | 0.4319 | 0.7764 | 0.8811 |
| No log | 3.5211 | 250 | 0.7539 | 0.4260 | 0.7539 | 0.8683 |
| No log | 3.5493 | 252 | 0.7392 | 0.3955 | 0.7392 | 0.8598 |
| No log | 3.5775 | 254 | 0.6619 | 0.4280 | 0.6619 | 0.8136 |
| No log | 3.6056 | 256 | 0.6347 | 0.4786 | 0.6347 | 0.7967 |
| No log | 3.6338 | 258 | 0.6479 | 0.4786 | 0.6479 | 0.8049 |
| No log | 3.6620 | 260 | 0.6579 | 0.4955 | 0.6579 | 0.8111 |
| No log | 3.6901 | 262 | 0.7287 | 0.4072 | 0.7287 | 0.8537 |
| No log | 3.7183 | 264 | 0.8666 | 0.4236 | 0.8666 | 0.9309 |
| No log | 3.7465 | 266 | 0.8461 | 0.4233 | 0.8461 | 0.9198 |
| No log | 3.7746 | 268 | 0.7596 | 0.4442 | 0.7596 | 0.8715 |
| No log | 3.8028 | 270 | 0.7512 | 0.4812 | 0.7512 | 0.8667 |
| No log | 3.8310 | 272 | 0.7333 | 0.4673 | 0.7333 | 0.8563 |
| No log | 3.8592 | 274 | 0.7252 | 0.4466 | 0.7252 | 0.8516 |
| No log | 3.8873 | 276 | 0.7135 | 0.4326 | 0.7135 | 0.8447 |
| No log | 3.9155 | 278 | 0.6925 | 0.4513 | 0.6925 | 0.8322 |
| No log | 3.9437 | 280 | 0.6732 | 0.4762 | 0.6732 | 0.8205 |
| No log | 3.9718 | 282 | 0.6941 | 0.4215 | 0.6941 | 0.8331 |
| No log | 4.0 | 284 | 0.7199 | 0.4170 | 0.7199 | 0.8485 |
| No log | 4.0282 | 286 | 0.6977 | 0.4053 | 0.6977 | 0.8353 |
| No log | 4.0563 | 288 | 0.6693 | 0.4690 | 0.6693 | 0.8181 |
| No log | 4.0845 | 290 | 0.6600 | 0.4489 | 0.6600 | 0.8124 |
| No log | 4.1127 | 292 | 0.6273 | 0.4923 | 0.6273 | 0.7920 |
| No log | 4.1408 | 294 | 0.6104 | 0.4889 | 0.6104 | 0.7813 |
| No log | 4.1690 | 296 | 0.6131 | 0.4993 | 0.6131 | 0.7830 |
| No log | 4.1972 | 298 | 0.6521 | 0.4168 | 0.6521 | 0.8075 |
| No log | 4.2254 | 300 | 0.7177 | 0.4105 | 0.7177 | 0.8472 |
| No log | 4.2535 | 302 | 0.7115 | 0.3866 | 0.7115 | 0.8435 |
| No log | 4.2817 | 304 | 0.6631 | 0.4810 | 0.6631 | 0.8143 |
| No log | 4.3099 | 306 | 0.6662 | 0.4819 | 0.6662 | 0.8162 |
| No log | 4.3380 | 308 | 0.6860 | 0.5079 | 0.6860 | 0.8282 |
| No log | 4.3662 | 310 | 0.7054 | 0.5141 | 0.7054 | 0.8399 |
| No log | 4.3944 | 312 | 0.7111 | 0.5364 | 0.7111 | 0.8433 |
| No log | 4.4225 | 314 | 0.7155 | 0.4585 | 0.7155 | 0.8459 |
| No log | 4.4507 | 316 | 0.7300 | 0.4646 | 0.7300 | 0.8544 |
| No log | 4.4789 | 318 | 0.7299 | 0.5176 | 0.7299 | 0.8543 |
| No log | 4.5070 | 320 | 0.7046 | 0.5176 | 0.7046 | 0.8394 |
| No log | 4.5352 | 322 | 0.7033 | 0.4605 | 0.7033 | 0.8386 |
| No log | 4.5634 | 324 | 0.6959 | 0.4614 | 0.6959 | 0.8342 |
| No log | 4.5915 | 326 | 0.6976 | 0.4489 | 0.6976 | 0.8352 |
| No log | 4.6197 | 328 | 0.7071 | 0.4934 | 0.7071 | 0.8409 |
| No log | 4.6479 | 330 | 0.7918 | 0.5147 | 0.7918 | 0.8898 |
| No log | 4.6761 | 332 | 0.8361 | 0.5112 | 0.8361 | 0.9144 |
| No log | 4.7042 | 334 | 0.8569 | 0.5118 | 0.8569 | 0.9257 |
| No log | 4.7324 | 336 | 0.8221 | 0.4964 | 0.8221 | 0.9067 |
| No log | 4.7606 | 338 | 0.7342 | 0.5018 | 0.7342 | 0.8568 |
| No log | 4.7887 | 340 | 0.7106 | 0.4749 | 0.7106 | 0.8430 |
| No log | 4.8169 | 342 | 0.7091 | 0.4658 | 0.7091 | 0.8421 |
| No log | 4.8451 | 344 | 0.6772 | 0.4691 | 0.6772 | 0.8229 |
| No log | 4.8732 | 346 | 0.7097 | 0.4997 | 0.7097 | 0.8424 |
| No log | 4.9014 | 348 | 0.8133 | 0.5057 | 0.8133 | 0.9018 |
| No log | 4.9296 | 350 | 0.8566 | 0.4189 | 0.8566 | 0.9255 |
| No log | 4.9577 | 352 | 0.7925 | 0.5194 | 0.7925 | 0.8902 |
| No log | 4.9859 | 354 | 0.6895 | 0.5057 | 0.6895 | 0.8304 |
| No log | 5.0141 | 356 | 0.6540 | 0.4863 | 0.6540 | 0.8087 |
| No log | 5.0423 | 358 | 0.6633 | 0.4965 | 0.6633 | 0.8145 |
| No log | 5.0704 | 360 | 0.6784 | 0.4902 | 0.6784 | 0.8236 |
| No log | 5.0986 | 362 | 0.6994 | 0.4984 | 0.6994 | 0.8363 |
| No log | 5.1268 | 364 | 0.7290 | 0.5090 | 0.7290 | 0.8538 |
| No log | 5.1549 | 366 | 0.7645 | 0.4982 | 0.7645 | 0.8743 |
| No log | 5.1831 | 368 | 0.8096 | 0.4618 | 0.8096 | 0.8998 |
| No log | 5.2113 | 370 | 0.7896 | 0.4814 | 0.7896 | 0.8886 |
| No log | 5.2394 | 372 | 0.7097 | 0.4920 | 0.7097 | 0.8424 |
| No log | 5.2676 | 374 | 0.6756 | 0.5023 | 0.6756 | 0.8219 |
| No log | 5.2958 | 376 | 0.6842 | 0.5071 | 0.6842 | 0.8272 |
| No log | 5.3239 | 378 | 0.6743 | 0.5202 | 0.6743 | 0.8212 |
| No log | 5.3521 | 380 | 0.6787 | 0.4965 | 0.6787 | 0.8239 |
| No log | 5.3803 | 382 | 0.6948 | 0.4965 | 0.6948 | 0.8335 |
| No log | 5.4085 | 384 | 0.7075 | 0.4994 | 0.7075 | 0.8411 |
| No log | 5.4366 | 386 | 0.7328 | 0.5021 | 0.7328 | 0.8560 |
| No log | 5.4648 | 388 | 0.7651 | 0.5068 | 0.7651 | 0.8747 |
| No log | 5.4930 | 390 | 0.7729 | 0.5096 | 0.7729 | 0.8792 |
| No log | 5.5211 | 392 | 0.7362 | 0.4760 | 0.7362 | 0.8580 |
| No log | 5.5493 | 394 | 0.7301 | 0.5105 | 0.7301 | 0.8545 |
| No log | 5.5775 | 396 | 0.7405 | 0.5148 | 0.7405 | 0.8605 |
| No log | 5.6056 | 398 | 0.7339 | 0.5183 | 0.7339 | 0.8567 |
| No log | 5.6338 | 400 | 0.7180 | 0.5039 | 0.7180 | 0.8473 |
| No log | 5.6620 | 402 | 0.7043 | 0.4819 | 0.7043 | 0.8393 |
| No log | 5.6901 | 404 | 0.6786 | 0.4819 | 0.6786 | 0.8238 |
| No log | 5.7183 | 406 | 0.6589 | 0.4886 | 0.6589 | 0.8117 |
| No log | 5.7465 | 408 | 0.6302 | 0.4911 | 0.6302 | 0.7939 |
| No log | 5.7746 | 410 | 0.6231 | 0.5325 | 0.6231 | 0.7893 |
| No log | 5.8028 | 412 | 0.6227 | 0.5148 | 0.6227 | 0.7891 |
| No log | 5.8310 | 414 | 0.6642 | 0.5154 | 0.6642 | 0.8150 |
| No log | 5.8592 | 416 | 0.7045 | 0.5065 | 0.7045 | 0.8393 |
| No log | 5.8873 | 418 | 0.7165 | 0.5065 | 0.7165 | 0.8465 |
| No log | 5.9155 | 420 | 0.6914 | 0.5125 | 0.6914 | 0.8315 |
| No log | 5.9437 | 422 | 0.6873 | 0.5072 | 0.6873 | 0.8290 |
| No log | 5.9718 | 424 | 0.7032 | 0.5308 | 0.7032 | 0.8386 |
| No log | 6.0 | 426 | 0.7137 | 0.5532 | 0.7137 | 0.8448 |
| No log | 6.0282 | 428 | 0.7152 | 0.5547 | 0.7152 | 0.8457 |
| No log | 6.0563 | 430 | 0.7112 | 0.5122 | 0.7112 | 0.8433 |
| No log | 6.0845 | 432 | 0.7156 | 0.4892 | 0.7156 | 0.8460 |
| No log | 6.1127 | 434 | 0.7126 | 0.4892 | 0.7126 | 0.8442 |
| No log | 6.1408 | 436 | 0.7042 | 0.5012 | 0.7042 | 0.8392 |
| No log | 6.1690 | 438 | 0.6977 | 0.4947 | 0.6977 | 0.8353 |
| No log | 6.1972 | 440 | 0.6935 | 0.4947 | 0.6935 | 0.8327 |
| No log | 6.2254 | 442 | 0.6902 | 0.5038 | 0.6902 | 0.8308 |
| No log | 6.2535 | 444 | 0.6814 | 0.4666 | 0.6814 | 0.8255 |
| No log | 6.2817 | 446 | 0.6642 | 0.4468 | 0.6642 | 0.8150 |
| No log | 6.3099 | 448 | 0.6447 | 0.4646 | 0.6447 | 0.8030 |
| No log | 6.3380 | 450 | 0.6308 | 0.4751 | 0.6308 | 0.7943 |
| No log | 6.3662 | 452 | 0.6287 | 0.4696 | 0.6287 | 0.7929 |
| No log | 6.3944 | 454 | 0.6209 | 0.4765 | 0.6209 | 0.7880 |
| No log | 6.4225 | 456 | 0.6154 | 0.5024 | 0.6154 | 0.7845 |
| No log | 6.4507 | 458 | 0.6298 | 0.4891 | 0.6298 | 0.7936 |
| No log | 6.4789 | 460 | 0.6494 | 0.4763 | 0.6494 | 0.8058 |
| No log | 6.5070 | 462 | 0.6822 | 0.4589 | 0.6822 | 0.8259 |
| No log | 6.5352 | 464 | 0.7480 | 0.5062 | 0.7480 | 0.8649 |
| No log | 6.5634 | 466 | 0.8309 | 0.4312 | 0.8309 | 0.9115 |
| No log | 6.5915 | 468 | 0.8441 | 0.4253 | 0.8441 | 0.9188 |
| No log | 6.6197 | 470 | 0.7951 | 0.4646 | 0.7951 | 0.8917 |
| No log | 6.6479 | 472 | 0.7422 | 0.5006 | 0.7422 | 0.8615 |
| No log | 6.6761 | 474 | 0.7128 | 0.4985 | 0.7128 | 0.8443 |
| No log | 6.7042 | 476 | 0.7061 | 0.5029 | 0.7061 | 0.8403 |
| No log | 6.7324 | 478 | 0.6966 | 0.5208 | 0.6966 | 0.8347 |
| No log | 6.7606 | 480 | 0.6705 | 0.4965 | 0.6705 | 0.8189 |
| No log | 6.7887 | 482 | 0.6494 | 0.5157 | 0.6494 | 0.8058 |
| No log | 6.8169 | 484 | 0.6617 | 0.4942 | 0.6617 | 0.8135 |
| No log | 6.8451 | 486 | 0.6652 | 0.4942 | 0.6652 | 0.8156 |
| No log | 6.8732 | 488 | 0.6675 | 0.5052 | 0.6675 | 0.8170 |
| No log | 6.9014 | 490 | 0.6891 | 0.4965 | 0.6891 | 0.8301 |
| No log | 6.9296 | 492 | 0.7189 | 0.5097 | 0.7189 | 0.8479 |
| No log | 6.9577 | 494 | 0.7453 | 0.5097 | 0.7453 | 0.8633 |
| No log | 6.9859 | 496 | 0.7582 | 0.5243 | 0.7582 | 0.8708 |
| No log | 7.0141 | 498 | 0.7706 | 0.5231 | 0.7706 | 0.8778 |
| 0.4393 | 7.0423 | 500 | 0.7774 | 0.5231 | 0.7774 | 0.8817 |
| 0.4393 | 7.0704 | 502 | 0.7670 | 0.5231 | 0.7670 | 0.8758 |
| 0.4393 | 7.0986 | 504 | 0.7600 | 0.5236 | 0.7600 | 0.8718 |
| 0.4393 | 7.1268 | 506 | 0.7532 | 0.5095 | 0.7532 | 0.8679 |
| 0.4393 | 7.1549 | 508 | 0.7643 | 0.4880 | 0.7643 | 0.8742 |
| 0.4393 | 7.1831 | 510 | 0.7818 | 0.5078 | 0.7818 | 0.8842 |
| 0.4393 | 7.2113 | 512 | 0.7798 | 0.5018 | 0.7798 | 0.8831 |
| 0.4393 | 7.2394 | 514 | 0.7534 | 0.5078 | 0.7534 | 0.8680 |
| 0.4393 | 7.2676 | 516 | 0.7204 | 0.5101 | 0.7204 | 0.8488 |
| 0.4393 | 7.2958 | 518 | 0.6865 | 0.4942 | 0.6865 | 0.8286 |
| 0.4393 | 7.3239 | 520 | 0.6703 | 0.4894 | 0.6703 | 0.8187 |
| 0.4393 | 7.3521 | 522 | 0.6550 | 0.4763 | 0.6550 | 0.8093 |
| 0.4393 | 7.3803 | 524 | 0.6464 | 0.4740 | 0.6464 | 0.8040 |
| 0.4393 | 7.4085 | 526 | 0.6376 | 0.4830 | 0.6376 | 0.7985 |
| 0.4393 | 7.4366 | 528 | 0.6389 | 0.5156 | 0.6389 | 0.7993 |
| 0.4393 | 7.4648 | 530 | 0.6408 | 0.5156 | 0.6408 | 0.8005 |
| 0.4393 | 7.4930 | 532 | 0.6449 | 0.5156 | 0.6449 | 0.8031 |
| 0.4393 | 7.5211 | 534 | 0.6538 | 0.4897 | 0.6538 | 0.8086 |
| 0.4393 | 7.5493 | 536 | 0.6705 | 0.4796 | 0.6705 | 0.8188 |
| 0.4393 | 7.5775 | 538 | 0.6901 | 0.5183 | 0.6901 | 0.8307 |
| 0.4393 | 7.6056 | 540 | 0.7001 | 0.5367 | 0.7001 | 0.8367 |
| 0.4393 | 7.6338 | 542 | 0.6988 | 0.5367 | 0.6988 | 0.8359 |
| 0.4393 | 7.6620 | 544 | 0.6947 | 0.5064 | 0.6947 | 0.8335 |
| 0.4393 | 7.6901 | 546 | 0.6927 | 0.4827 | 0.6927 | 0.8323 |
| 0.4393 | 7.7183 | 548 | 0.6975 | 0.4988 | 0.6975 | 0.8352 |
| 0.4393 | 7.7465 | 550 | 0.6963 | 0.4839 | 0.6963 | 0.8345 |
| 0.4393 | 7.7746 | 552 | 0.6888 | 0.4827 | 0.6888 | 0.8299 |
| 0.4393 | 7.8028 | 554 | 0.6828 | 0.5133 | 0.6828 | 0.8263 |
| 0.4393 | 7.8310 | 556 | 0.6746 | 0.5299 | 0.6746 | 0.8213 |
| 0.4393 | 7.8592 | 558 | 0.6608 | 0.5238 | 0.6608 | 0.8129 |
| 0.4393 | 7.8873 | 560 | 0.6453 | 0.4965 | 0.6453 | 0.8033 |
| 0.4393 | 7.9155 | 562 | 0.6388 | 0.4965 | 0.6388 | 0.7992 |
| 0.4393 | 7.9437 | 564 | 0.6311 | 0.4426 | 0.6311 | 0.7944 |
| 0.4393 | 7.9718 | 566 | 0.6338 | 0.4987 | 0.6338 | 0.7961 |
| 0.4393 | 8.0 | 568 | 0.6395 | 0.5027 | 0.6395 | 0.7997 |
| 0.4393 | 8.0282 | 570 | 0.6394 | 0.5027 | 0.6394 | 0.7996 |
| 0.4393 | 8.0563 | 572 | 0.6271 | 0.4853 | 0.6271 | 0.7919 |
| 0.4393 | 8.0845 | 574 | 0.6199 | 0.5090 | 0.6199 | 0.7874 |
| 0.4393 | 8.1127 | 576 | 0.6319 | 0.5029 | 0.6319 | 0.7949 |
| 0.4393 | 8.1408 | 578 | 0.6599 | 0.5259 | 0.6599 | 0.8124 |
| 0.4393 | 8.1690 | 580 | 0.6788 | 0.5422 | 0.6788 | 0.8239 |
| 0.4393 | 8.1972 | 582 | 0.6754 | 0.5515 | 0.6754 | 0.8219 |
| 0.4393 | 8.2254 | 584 | 0.6560 | 0.5202 | 0.6560 | 0.8099 |
| 0.4393 | 8.2535 | 586 | 0.6450 | 0.4956 | 0.6450 | 0.8031 |
| 0.4393 | 8.2817 | 588 | 0.6453 | 0.4699 | 0.6453 | 0.8033 |
| 0.4393 | 8.3099 | 590 | 0.6604 | 0.4905 | 0.6604 | 0.8127 |
| 0.4393 | 8.3380 | 592 | 0.6701 | 0.4905 | 0.6701 | 0.8186 |
| 0.4393 | 8.3662 | 594 | 0.6749 | 0.4905 | 0.6749 | 0.8215 |
| 0.4393 | 8.3944 | 596 | 0.6728 | 0.4753 | 0.6728 | 0.8202 |
| 0.4393 | 8.4225 | 598 | 0.6753 | 0.4651 | 0.6753 | 0.8218 |
| 0.4393 | 8.4507 | 600 | 0.6801 | 0.4789 | 0.6801 | 0.8247 |
| 0.4393 | 8.4789 | 602 | 0.6800 | 0.4782 | 0.6800 | 0.8246 |
| 0.4393 | 8.5070 | 604 | 0.6819 | 0.4985 | 0.6819 | 0.8258 |
| 0.4393 | 8.5352 | 606 | 0.6802 | 0.4831 | 0.6802 | 0.8247 |
| 0.4393 | 8.5634 | 608 | 0.6816 | 0.4831 | 0.6816 | 0.8256 |
| 0.4393 | 8.5915 | 610 | 0.6767 | 0.4985 | 0.6767 | 0.8226 |
| 0.4393 | 8.6197 | 612 | 0.6744 | 0.4985 | 0.6744 | 0.8212 |
| 0.4393 | 8.6479 | 614 | 0.6726 | 0.4651 | 0.6726 | 0.8201 |
| 0.4393 | 8.6761 | 616 | 0.6757 | 0.4753 | 0.6757 | 0.8220 |
| 0.4393 | 8.7042 | 618 | 0.6807 | 0.5088 | 0.6807 | 0.8250 |
| 0.4393 | 8.7324 | 620 | 0.6875 | 0.5243 | 0.6875 | 0.8292 |
| 0.4393 | 8.7606 | 622 | 0.6901 | 0.5243 | 0.6901 | 0.8307 |
| 0.4393 | 8.7887 | 624 | 0.6902 | 0.5243 | 0.6902 | 0.8308 |
| 0.4393 | 8.8169 | 626 | 0.6904 | 0.4997 | 0.6904 | 0.8309 |
| 0.4393 | 8.8451 | 628 | 0.6902 | 0.4675 | 0.6902 | 0.8308 |
| 0.4393 | 8.8732 | 630 | 0.6954 | 0.4994 | 0.6954 | 0.8339 |
| 0.4393 | 8.9014 | 632 | 0.7025 | 0.5055 | 0.7025 | 0.8381 |
| 0.4393 | 8.9296 | 634 | 0.7055 | 0.5055 | 0.7055 | 0.8399 |
| 0.4393 | 8.9577 | 636 | 0.7079 | 0.5063 | 0.7079 | 0.8414 |
| 0.4393 | 8.9859 | 638 | 0.7103 | 0.5045 | 0.7103 | 0.8428 |
| 0.4393 | 9.0141 | 640 | 0.7151 | 0.5171 | 0.7151 | 0.8456 |
| 0.4393 | 9.0423 | 642 | 0.7164 | 0.5171 | 0.7164 | 0.8464 |
| 0.4393 | 9.0704 | 644 | 0.7135 | 0.5171 | 0.7135 | 0.8447 |
| 0.4393 | 9.0986 | 646 | 0.7076 | 0.5055 | 0.7076 | 0.8412 |
| 0.4393 | 9.1268 | 648 | 0.7033 | 0.5055 | 0.7033 | 0.8386 |
| 0.4393 | 9.1549 | 650 | 0.7011 | 0.4873 | 0.7011 | 0.8373 |
| 0.4393 | 9.1831 | 652 | 0.7018 | 0.4873 | 0.7018 | 0.8377 |
| 0.4393 | 9.2113 | 654 | 0.7009 | 0.4952 | 0.7009 | 0.8372 |
| 0.4393 | 9.2394 | 656 | 0.6986 | 0.4952 | 0.6986 | 0.8358 |
| 0.4393 | 9.2676 | 658 | 0.6952 | 0.5111 | 0.6952 | 0.8338 |
| 0.4393 | 9.2958 | 660 | 0.6927 | 0.4952 | 0.6927 | 0.8323 |
| 0.4393 | 9.3239 | 662 | 0.6898 | 0.4952 | 0.6898 | 0.8305 |
| 0.4393 | 9.3521 | 664 | 0.6877 | 0.5111 | 0.6877 | 0.8293 |
| 0.4393 | 9.3803 | 666 | 0.6860 | 0.4952 | 0.6860 | 0.8283 |
| 0.4393 | 9.4085 | 668 | 0.6838 | 0.4862 | 0.6838 | 0.8269 |
| 0.4393 | 9.4366 | 670 | 0.6834 | 0.4862 | 0.6834 | 0.8267 |
| 0.4393 | 9.4648 | 672 | 0.6836 | 0.4862 | 0.6836 | 0.8268 |
| 0.4393 | 9.4930 | 674 | 0.6850 | 0.4851 | 0.6850 | 0.8277 |
| 0.4393 | 9.5211 | 676 | 0.6852 | 0.4985 | 0.6852 | 0.8278 |
| 0.4393 | 9.5493 | 678 | 0.6845 | 0.4851 | 0.6845 | 0.8274 |
| 0.4393 | 9.5775 | 680 | 0.6846 | 0.4851 | 0.6846 | 0.8274 |
| 0.4393 | 9.6056 | 682 | 0.6843 | 0.4851 | 0.6843 | 0.8272 |
| 0.4393 | 9.6338 | 684 | 0.6846 | 0.4851 | 0.6846 | 0.8274 |
| 0.4393 | 9.6620 | 686 | 0.6847 | 0.4831 | 0.6847 | 0.8275 |
| 0.4393 | 9.6901 | 688 | 0.6838 | 0.4831 | 0.6838 | 0.8269 |
| 0.4393 | 9.7183 | 690 | 0.6828 | 0.4831 | 0.6828 | 0.8263 |
| 0.4393 | 9.7465 | 692 | 0.6829 | 0.4831 | 0.6829 | 0.8264 |
| 0.4393 | 9.7746 | 694 | 0.6826 | 0.4831 | 0.6826 | 0.8262 |
| 0.4393 | 9.8028 | 696 | 0.6817 | 0.4831 | 0.6817 | 0.8257 |
| 0.4393 | 9.8310 | 698 | 0.6809 | 0.4831 | 0.6809 | 0.8252 |
| 0.4393 | 9.8592 | 700 | 0.6804 | 0.4831 | 0.6804 | 0.8248 |
| 0.4393 | 9.8873 | 702 | 0.6796 | 0.4831 | 0.6796 | 0.8244 |
| 0.4393 | 9.9155 | 704 | 0.6793 | 0.4831 | 0.6793 | 0.8242 |
| 0.4393 | 9.9437 | 706 | 0.6788 | 0.4831 | 0.6788 | 0.8239 |
| 0.4393 | 9.9718 | 708 | 0.6787 | 0.4831 | 0.6787 | 0.8239 |
| 0.4393 | 10.0 | 710 | 0.6787 | 0.4831 | 0.6787 | 0.8239 |
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_k14_task2_organization
Base model
aubmindlab/bert-base-arabertv02