ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k9_task7_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: 0.7293
- Qwk: 0.3382
- Mse: 0.7293
- Rmse: 0.8540
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 | 0.0645 | 2 | 2.5781 | -0.0407 | 2.5781 | 1.6056 |
| No log | 0.1290 | 4 | 1.2852 | 0.0479 | 1.2852 | 1.1337 |
| No log | 0.1935 | 6 | 0.9413 | 0.0535 | 0.9413 | 0.9702 |
| No log | 0.2581 | 8 | 1.0206 | -0.1464 | 1.0206 | 1.0102 |
| No log | 0.3226 | 10 | 1.0062 | -0.0831 | 1.0062 | 1.0031 |
| No log | 0.3871 | 12 | 1.0075 | -0.0408 | 1.0075 | 1.0038 |
| No log | 0.4516 | 14 | 0.9233 | 0.0 | 0.9233 | 0.9609 |
| No log | 0.5161 | 16 | 0.8964 | 0.0 | 0.8964 | 0.9468 |
| No log | 0.5806 | 18 | 0.8970 | 0.0 | 0.8970 | 0.9471 |
| No log | 0.6452 | 20 | 0.8868 | 0.0 | 0.8868 | 0.9417 |
| No log | 0.7097 | 22 | 0.8493 | 0.0 | 0.8493 | 0.9216 |
| No log | 0.7742 | 24 | 0.8199 | 0.0 | 0.8199 | 0.9055 |
| No log | 0.8387 | 26 | 0.8346 | 0.0679 | 0.8346 | 0.9136 |
| No log | 0.9032 | 28 | 0.8832 | 0.1815 | 0.8832 | 0.9398 |
| No log | 0.9677 | 30 | 0.9352 | 0.2193 | 0.9352 | 0.9671 |
| No log | 1.0323 | 32 | 0.8647 | 0.1268 | 0.8647 | 0.9299 |
| No log | 1.0968 | 34 | 0.9041 | 0.0 | 0.9041 | 0.9508 |
| No log | 1.1613 | 36 | 0.9477 | 0.0 | 0.9477 | 0.9735 |
| No log | 1.2258 | 38 | 0.8550 | 0.0 | 0.8550 | 0.9247 |
| No log | 1.2903 | 40 | 0.7927 | 0.0359 | 0.7927 | 0.8903 |
| No log | 1.3548 | 42 | 0.8527 | 0.1918 | 0.8527 | 0.9234 |
| No log | 1.4194 | 44 | 0.8581 | 0.1815 | 0.8581 | 0.9263 |
| No log | 1.4839 | 46 | 0.7934 | 0.2027 | 0.7934 | 0.8907 |
| No log | 1.5484 | 48 | 0.8316 | -0.0483 | 0.8316 | 0.9119 |
| No log | 1.6129 | 50 | 0.8412 | 0.0 | 0.8412 | 0.9172 |
| No log | 1.6774 | 52 | 0.7371 | 0.0 | 0.7371 | 0.8585 |
| No log | 1.7419 | 54 | 0.7217 | 0.0 | 0.7217 | 0.8495 |
| No log | 1.8065 | 56 | 0.7414 | 0.0 | 0.7414 | 0.8611 |
| No log | 1.8710 | 58 | 0.8338 | 0.0522 | 0.8338 | 0.9131 |
| No log | 1.9355 | 60 | 0.9779 | 0.1618 | 0.9779 | 0.9889 |
| No log | 2.0 | 62 | 0.9826 | 0.1304 | 0.9826 | 0.9913 |
| No log | 2.0645 | 64 | 0.8064 | 0.0481 | 0.8064 | 0.8980 |
| No log | 2.1290 | 66 | 0.7668 | -0.0054 | 0.7668 | 0.8756 |
| No log | 2.1935 | 68 | 0.7707 | 0.0 | 0.7707 | 0.8779 |
| No log | 2.2581 | 70 | 0.8179 | 0.0937 | 0.8179 | 0.9044 |
| No log | 2.3226 | 72 | 0.8835 | 0.1352 | 0.8835 | 0.9399 |
| No log | 2.3871 | 74 | 0.8282 | 0.0937 | 0.8282 | 0.9101 |
| No log | 2.4516 | 76 | 0.7830 | 0.0 | 0.7830 | 0.8849 |
| No log | 2.5161 | 78 | 0.7480 | 0.0 | 0.7480 | 0.8649 |
| No log | 2.5806 | 80 | 0.7501 | 0.2145 | 0.7501 | 0.8661 |
| No log | 2.6452 | 82 | 0.7950 | 0.1866 | 0.7950 | 0.8917 |
| No log | 2.7097 | 84 | 0.8218 | 0.2261 | 0.8218 | 0.9065 |
| No log | 2.7742 | 86 | 0.8335 | 0.1923 | 0.8335 | 0.9129 |
| No log | 2.8387 | 88 | 0.9062 | 0.1277 | 0.9062 | 0.9519 |
| No log | 2.9032 | 90 | 1.0388 | 0.2113 | 1.0388 | 1.0192 |
| No log | 2.9677 | 92 | 1.0083 | 0.1581 | 1.0083 | 1.0042 |
| No log | 3.0323 | 94 | 0.8857 | 0.1339 | 0.8857 | 0.9411 |
| No log | 3.0968 | 96 | 0.8648 | 0.2057 | 0.8648 | 0.9299 |
| No log | 3.1613 | 98 | 0.8892 | 0.1700 | 0.8892 | 0.9430 |
| No log | 3.2258 | 100 | 0.8565 | 0.1673 | 0.8565 | 0.9255 |
| No log | 3.2903 | 102 | 0.7764 | 0.0804 | 0.7764 | 0.8811 |
| No log | 3.3548 | 104 | 0.7586 | 0.0 | 0.7586 | 0.8710 |
| No log | 3.4194 | 106 | 0.7334 | 0.0428 | 0.7334 | 0.8564 |
| No log | 3.4839 | 108 | 0.7062 | 0.1456 | 0.7062 | 0.8403 |
| No log | 3.5484 | 110 | 0.8441 | 0.2904 | 0.8441 | 0.9188 |
| No log | 3.6129 | 112 | 0.8574 | 0.3105 | 0.8574 | 0.9259 |
| No log | 3.6774 | 114 | 0.6721 | 0.3465 | 0.6721 | 0.8198 |
| No log | 3.7419 | 116 | 0.6479 | 0.1184 | 0.6479 | 0.8049 |
| No log | 3.8065 | 118 | 0.6910 | 0.3040 | 0.6910 | 0.8313 |
| No log | 3.8710 | 120 | 0.7645 | 0.2555 | 0.7645 | 0.8743 |
| No log | 3.9355 | 122 | 0.9740 | 0.2627 | 0.9740 | 0.9869 |
| No log | 4.0 | 124 | 0.9808 | 0.2416 | 0.9808 | 0.9904 |
| No log | 4.0645 | 126 | 0.8194 | 0.1958 | 0.8194 | 0.9052 |
| No log | 4.1290 | 128 | 0.7216 | 0.3863 | 0.7216 | 0.8495 |
| No log | 4.1935 | 130 | 0.7432 | 0.3754 | 0.7432 | 0.8621 |
| No log | 4.2581 | 132 | 0.7385 | 0.3031 | 0.7385 | 0.8594 |
| No log | 4.3226 | 134 | 0.7386 | 0.2715 | 0.7386 | 0.8594 |
| No log | 4.3871 | 136 | 0.7664 | 0.3551 | 0.7664 | 0.8754 |
| No log | 4.4516 | 138 | 0.7803 | 0.2652 | 0.7803 | 0.8834 |
| No log | 4.5161 | 140 | 0.8241 | 0.3225 | 0.8241 | 0.9078 |
| No log | 4.5806 | 142 | 0.9734 | 0.2166 | 0.9734 | 0.9866 |
| No log | 4.6452 | 144 | 1.0714 | 0.2998 | 1.0714 | 1.0351 |
| No log | 4.7097 | 146 | 1.0147 | 0.2026 | 1.0147 | 1.0073 |
| No log | 4.7742 | 148 | 0.8747 | 0.3433 | 0.8747 | 0.9352 |
| No log | 4.8387 | 150 | 0.8548 | 0.2914 | 0.8548 | 0.9246 |
| No log | 4.9032 | 152 | 0.8417 | 0.2962 | 0.8417 | 0.9174 |
| No log | 4.9677 | 154 | 0.8133 | 0.3841 | 0.8133 | 0.9018 |
| No log | 5.0323 | 156 | 0.7561 | 0.2530 | 0.7561 | 0.8695 |
| No log | 5.0968 | 158 | 0.7585 | 0.2239 | 0.7585 | 0.8709 |
| No log | 5.1613 | 160 | 0.7573 | 0.2239 | 0.7573 | 0.8702 |
| No log | 5.2258 | 162 | 0.7695 | 0.3034 | 0.7695 | 0.8772 |
| No log | 5.2903 | 164 | 0.8500 | 0.3130 | 0.8500 | 0.9220 |
| No log | 5.3548 | 166 | 0.8860 | 0.3143 | 0.8860 | 0.9413 |
| No log | 5.4194 | 168 | 0.9066 | 0.3500 | 0.9066 | 0.9522 |
| No log | 5.4839 | 170 | 0.8947 | 0.3112 | 0.8947 | 0.9459 |
| No log | 5.5484 | 172 | 0.9066 | 0.2941 | 0.9066 | 0.9522 |
| No log | 5.6129 | 174 | 1.0192 | 0.3580 | 1.0192 | 1.0095 |
| No log | 5.6774 | 176 | 1.0235 | 0.3671 | 1.0235 | 1.0117 |
| No log | 5.7419 | 178 | 0.8991 | 0.3906 | 0.8991 | 0.9482 |
| No log | 5.8065 | 180 | 0.7897 | 0.2349 | 0.7897 | 0.8887 |
| No log | 5.8710 | 182 | 0.7640 | 0.2947 | 0.7640 | 0.8741 |
| No log | 5.9355 | 184 | 0.9083 | 0.3847 | 0.9083 | 0.9531 |
| No log | 6.0 | 186 | 1.0110 | 0.3662 | 1.0110 | 1.0055 |
| No log | 6.0645 | 188 | 0.8329 | 0.3521 | 0.8329 | 0.9127 |
| No log | 6.1290 | 190 | 0.6887 | 0.2591 | 0.6887 | 0.8299 |
| No log | 6.1935 | 192 | 0.6792 | 0.3336 | 0.6792 | 0.8241 |
| No log | 6.2581 | 194 | 0.6994 | 0.3574 | 0.6994 | 0.8363 |
| No log | 6.3226 | 196 | 0.7237 | 0.3363 | 0.7237 | 0.8507 |
| No log | 6.3871 | 198 | 0.7813 | 0.3316 | 0.7813 | 0.8839 |
| No log | 6.4516 | 200 | 0.8230 | 0.2774 | 0.8230 | 0.9072 |
| No log | 6.5161 | 202 | 0.7865 | 0.2987 | 0.7865 | 0.8868 |
| No log | 6.5806 | 204 | 0.8167 | 0.2798 | 0.8167 | 0.9037 |
| No log | 6.6452 | 206 | 0.8051 | 0.2931 | 0.8051 | 0.8973 |
| No log | 6.7097 | 208 | 0.8186 | 0.3388 | 0.8186 | 0.9048 |
| No log | 6.7742 | 210 | 0.7938 | 0.3243 | 0.7938 | 0.8910 |
| No log | 6.8387 | 212 | 0.8161 | 0.3388 | 0.8161 | 0.9034 |
| No log | 6.9032 | 214 | 0.8671 | 0.3376 | 0.8671 | 0.9312 |
| No log | 6.9677 | 216 | 0.9037 | 0.3389 | 0.9037 | 0.9506 |
| No log | 7.0323 | 218 | 0.8952 | 0.3173 | 0.8952 | 0.9461 |
| No log | 7.0968 | 220 | 0.8775 | 0.3330 | 0.8775 | 0.9367 |
| No log | 7.1613 | 222 | 0.8848 | 0.2998 | 0.8848 | 0.9406 |
| No log | 7.2258 | 224 | 0.8015 | 0.2831 | 0.8015 | 0.8953 |
| No log | 7.2903 | 226 | 0.7608 | 0.3175 | 0.7608 | 0.8723 |
| No log | 7.3548 | 228 | 0.7722 | 0.3659 | 0.7722 | 0.8788 |
| No log | 7.4194 | 230 | 0.7571 | 0.3097 | 0.7571 | 0.8701 |
| No log | 7.4839 | 232 | 0.7025 | 0.3530 | 0.7025 | 0.8381 |
| No log | 7.5484 | 234 | 0.7718 | 0.3590 | 0.7718 | 0.8785 |
| No log | 7.6129 | 236 | 0.9170 | 0.2832 | 0.9170 | 0.9576 |
| No log | 7.6774 | 238 | 0.8828 | 0.3586 | 0.8828 | 0.9396 |
| No log | 7.7419 | 240 | 0.8315 | 0.3650 | 0.8315 | 0.9119 |
| No log | 7.8065 | 242 | 0.8768 | 0.3295 | 0.8768 | 0.9364 |
| No log | 7.8710 | 244 | 0.9539 | 0.3195 | 0.9539 | 0.9767 |
| No log | 7.9355 | 246 | 0.9793 | 0.2873 | 0.9793 | 0.9896 |
| No log | 8.0 | 248 | 0.8838 | 0.3569 | 0.8838 | 0.9401 |
| No log | 8.0645 | 250 | 0.8450 | 0.3880 | 0.8450 | 0.9192 |
| No log | 8.1290 | 252 | 0.8251 | 0.3492 | 0.8251 | 0.9083 |
| No log | 8.1935 | 254 | 0.9171 | 0.3173 | 0.9171 | 0.9577 |
| No log | 8.2581 | 256 | 1.0398 | 0.2485 | 1.0398 | 1.0197 |
| No log | 8.3226 | 258 | 0.9962 | 0.2853 | 0.9962 | 0.9981 |
| No log | 8.3871 | 260 | 0.7978 | 0.3526 | 0.7978 | 0.8932 |
| No log | 8.4516 | 262 | 0.7380 | 0.2563 | 0.7380 | 0.8591 |
| No log | 8.5161 | 264 | 0.7565 | 0.3163 | 0.7565 | 0.8698 |
| No log | 8.5806 | 266 | 0.7415 | 0.3442 | 0.7415 | 0.8611 |
| No log | 8.6452 | 268 | 0.7502 | 0.3136 | 0.7502 | 0.8661 |
| No log | 8.7097 | 270 | 0.7372 | 0.3285 | 0.7372 | 0.8586 |
| No log | 8.7742 | 272 | 0.7355 | 0.2888 | 0.7355 | 0.8576 |
| No log | 8.8387 | 274 | 0.7610 | 0.2805 | 0.7610 | 0.8723 |
| No log | 8.9032 | 276 | 0.7888 | 0.3677 | 0.7888 | 0.8881 |
| No log | 8.9677 | 278 | 0.7345 | 0.3425 | 0.7345 | 0.8570 |
| No log | 9.0323 | 280 | 0.7415 | 0.3688 | 0.7415 | 0.8611 |
| No log | 9.0968 | 282 | 0.7557 | 0.3099 | 0.7557 | 0.8693 |
| No log | 9.1613 | 284 | 0.7079 | 0.4397 | 0.7079 | 0.8414 |
| No log | 9.2258 | 286 | 0.6928 | 0.2929 | 0.6928 | 0.8324 |
| No log | 9.2903 | 288 | 0.6976 | 0.2867 | 0.6976 | 0.8352 |
| No log | 9.3548 | 290 | 0.7155 | 0.3239 | 0.7155 | 0.8458 |
| No log | 9.4194 | 292 | 0.7173 | 0.3211 | 0.7173 | 0.8469 |
| No log | 9.4839 | 294 | 0.7012 | 0.2867 | 0.7012 | 0.8374 |
| No log | 9.5484 | 296 | 0.7081 | 0.2310 | 0.7081 | 0.8415 |
| No log | 9.6129 | 298 | 0.7310 | 0.2310 | 0.7310 | 0.8550 |
| No log | 9.6774 | 300 | 0.7493 | 0.2310 | 0.7493 | 0.8656 |
| No log | 9.7419 | 302 | 0.8060 | 0.2262 | 0.8060 | 0.8978 |
| No log | 9.8065 | 304 | 0.8866 | 0.2781 | 0.8866 | 0.9416 |
| No log | 9.8710 | 306 | 0.8137 | 0.1992 | 0.8137 | 0.9020 |
| No log | 9.9355 | 308 | 0.7904 | 0.2895 | 0.7904 | 0.8891 |
| No log | 10.0 | 310 | 0.7777 | 0.2661 | 0.7777 | 0.8818 |
| No log | 10.0645 | 312 | 0.7951 | 0.2953 | 0.7951 | 0.8917 |
| No log | 10.1290 | 314 | 0.8044 | 0.3287 | 0.8044 | 0.8969 |
| No log | 10.1935 | 316 | 0.7683 | 0.3688 | 0.7683 | 0.8765 |
| No log | 10.2581 | 318 | 0.7506 | 0.2913 | 0.7506 | 0.8664 |
| No log | 10.3226 | 320 | 0.7613 | 0.3545 | 0.7613 | 0.8725 |
| No log | 10.3871 | 322 | 0.7580 | 0.2621 | 0.7580 | 0.8706 |
| No log | 10.4516 | 324 | 0.7498 | 0.3253 | 0.7498 | 0.8659 |
| No log | 10.5161 | 326 | 0.7422 | 0.2535 | 0.7422 | 0.8615 |
| No log | 10.5806 | 328 | 0.7418 | 0.1720 | 0.7418 | 0.8613 |
| No log | 10.6452 | 330 | 0.7423 | 0.2092 | 0.7423 | 0.8615 |
| No log | 10.7097 | 332 | 0.7577 | 0.3267 | 0.7577 | 0.8705 |
| No log | 10.7742 | 334 | 0.7686 | 0.3238 | 0.7686 | 0.8767 |
| No log | 10.8387 | 336 | 0.7327 | 0.2043 | 0.7327 | 0.8560 |
| No log | 10.9032 | 338 | 0.7337 | 0.2078 | 0.7337 | 0.8566 |
| No log | 10.9677 | 340 | 0.7375 | 0.3224 | 0.7375 | 0.8588 |
| No log | 11.0323 | 342 | 0.7462 | 0.3155 | 0.7462 | 0.8638 |
| No log | 11.0968 | 344 | 0.7622 | 0.3088 | 0.7622 | 0.8731 |
| No log | 11.1613 | 346 | 0.7250 | 0.3434 | 0.7250 | 0.8514 |
| No log | 11.2258 | 348 | 0.7427 | 0.2889 | 0.7427 | 0.8618 |
| No log | 11.2903 | 350 | 0.7461 | 0.3335 | 0.7461 | 0.8637 |
| No log | 11.3548 | 352 | 0.8013 | 0.3231 | 0.8013 | 0.8951 |
| No log | 11.4194 | 354 | 0.8968 | 0.2779 | 0.8968 | 0.9470 |
| No log | 11.4839 | 356 | 0.8349 | 0.2590 | 0.8349 | 0.9137 |
| No log | 11.5484 | 358 | 0.7453 | 0.3813 | 0.7453 | 0.8633 |
| No log | 11.6129 | 360 | 0.7487 | 0.2652 | 0.7487 | 0.8653 |
| No log | 11.6774 | 362 | 0.7695 | 0.2204 | 0.7695 | 0.8772 |
| No log | 11.7419 | 364 | 0.7356 | 0.3702 | 0.7356 | 0.8577 |
| No log | 11.8065 | 366 | 0.7931 | 0.3121 | 0.7931 | 0.8905 |
| No log | 11.8710 | 368 | 0.9270 | 0.2651 | 0.9270 | 0.9628 |
| No log | 11.9355 | 370 | 0.9101 | 0.2928 | 0.9101 | 0.9540 |
| No log | 12.0 | 372 | 0.7925 | 0.2920 | 0.7925 | 0.8902 |
| No log | 12.0645 | 374 | 0.7747 | 0.3541 | 0.7747 | 0.8802 |
| No log | 12.1290 | 376 | 0.7859 | 0.3331 | 0.7859 | 0.8865 |
| No log | 12.1935 | 378 | 0.7453 | 0.3582 | 0.7453 | 0.8633 |
| No log | 12.2581 | 380 | 0.7398 | 0.2445 | 0.7398 | 0.8601 |
| No log | 12.3226 | 382 | 0.8391 | 0.3280 | 0.8391 | 0.9160 |
| No log | 12.3871 | 384 | 0.9107 | 0.3310 | 0.9107 | 0.9543 |
| No log | 12.4516 | 386 | 0.7940 | 0.2843 | 0.7940 | 0.8910 |
| No log | 12.5161 | 388 | 0.6618 | 0.3224 | 0.6618 | 0.8135 |
| No log | 12.5806 | 390 | 0.6468 | 0.4276 | 0.6468 | 0.8042 |
| No log | 12.6452 | 392 | 0.6458 | 0.4059 | 0.6458 | 0.8036 |
| No log | 12.7097 | 394 | 0.6987 | 0.3433 | 0.6987 | 0.8359 |
| No log | 12.7742 | 396 | 0.7549 | 0.3344 | 0.7549 | 0.8688 |
| No log | 12.8387 | 398 | 0.7126 | 0.3344 | 0.7126 | 0.8441 |
| No log | 12.9032 | 400 | 0.6319 | 0.4747 | 0.6319 | 0.7949 |
| No log | 12.9677 | 402 | 0.6259 | 0.4809 | 0.6259 | 0.7912 |
| No log | 13.0323 | 404 | 0.6322 | 0.4762 | 0.6322 | 0.7951 |
| No log | 13.0968 | 406 | 0.6425 | 0.4342 | 0.6425 | 0.8016 |
| No log | 13.1613 | 408 | 0.6753 | 0.4125 | 0.6753 | 0.8218 |
| No log | 13.2258 | 410 | 0.6937 | 0.3793 | 0.6937 | 0.8329 |
| No log | 13.2903 | 412 | 0.6805 | 0.4322 | 0.6805 | 0.8249 |
| No log | 13.3548 | 414 | 0.6780 | 0.4322 | 0.6780 | 0.8234 |
| No log | 13.4194 | 416 | 0.7029 | 0.4336 | 0.7029 | 0.8384 |
| No log | 13.4839 | 418 | 0.7125 | 0.3793 | 0.7125 | 0.8441 |
| No log | 13.5484 | 420 | 0.7673 | 0.3633 | 0.7673 | 0.8760 |
| No log | 13.6129 | 422 | 0.8067 | 0.3798 | 0.8067 | 0.8982 |
| No log | 13.6774 | 424 | 0.8631 | 0.3889 | 0.8631 | 0.9290 |
| No log | 13.7419 | 426 | 0.8950 | 0.4468 | 0.8950 | 0.9460 |
| No log | 13.8065 | 428 | 0.8086 | 0.3486 | 0.8086 | 0.8992 |
| No log | 13.8710 | 430 | 0.7689 | 0.3470 | 0.7689 | 0.8769 |
| No log | 13.9355 | 432 | 0.8466 | 0.4486 | 0.8466 | 0.9201 |
| No log | 14.0 | 434 | 0.9812 | 0.4125 | 0.9812 | 0.9905 |
| No log | 14.0645 | 436 | 0.9273 | 0.4426 | 0.9273 | 0.9630 |
| No log | 14.1290 | 438 | 0.7441 | 0.4025 | 0.7441 | 0.8626 |
| No log | 14.1935 | 440 | 0.6708 | 0.3791 | 0.6708 | 0.8190 |
| No log | 14.2581 | 442 | 0.6638 | 0.4329 | 0.6638 | 0.8147 |
| No log | 14.3226 | 444 | 0.6451 | 0.3425 | 0.6451 | 0.8032 |
| No log | 14.3871 | 446 | 0.6571 | 0.3840 | 0.6571 | 0.8106 |
| No log | 14.4516 | 448 | 0.7044 | 0.3287 | 0.7044 | 0.8393 |
| No log | 14.5161 | 450 | 0.7909 | 0.3520 | 0.7909 | 0.8893 |
| No log | 14.5806 | 452 | 0.7630 | 0.3095 | 0.7630 | 0.8735 |
| No log | 14.6452 | 454 | 0.6741 | 0.3910 | 0.6741 | 0.8211 |
| No log | 14.7097 | 456 | 0.6741 | 0.3321 | 0.6741 | 0.8210 |
| No log | 14.7742 | 458 | 0.6721 | 0.2652 | 0.6721 | 0.8198 |
| No log | 14.8387 | 460 | 0.6721 | 0.2929 | 0.6721 | 0.8198 |
| No log | 14.9032 | 462 | 0.7141 | 0.3966 | 0.7141 | 0.8450 |
| No log | 14.9677 | 464 | 0.7180 | 0.4234 | 0.7180 | 0.8473 |
| No log | 15.0323 | 466 | 0.6795 | 0.3762 | 0.6795 | 0.8243 |
| No log | 15.0968 | 468 | 0.6647 | 0.2744 | 0.6647 | 0.8153 |
| No log | 15.1613 | 470 | 0.6574 | 0.3702 | 0.6574 | 0.8108 |
| No log | 15.2258 | 472 | 0.6834 | 0.3966 | 0.6834 | 0.8267 |
| No log | 15.2903 | 474 | 0.7326 | 0.4212 | 0.7326 | 0.8559 |
| No log | 15.3548 | 476 | 0.6925 | 0.3966 | 0.6925 | 0.8321 |
| No log | 15.4194 | 478 | 0.6537 | 0.3835 | 0.6537 | 0.8085 |
| No log | 15.4839 | 480 | 0.6730 | 0.3704 | 0.6730 | 0.8204 |
| No log | 15.5484 | 482 | 0.6853 | 0.3259 | 0.6853 | 0.8278 |
| No log | 15.6129 | 484 | 0.6791 | 0.3814 | 0.6791 | 0.8240 |
| No log | 15.6774 | 486 | 0.7545 | 0.3740 | 0.7545 | 0.8686 |
| No log | 15.7419 | 488 | 0.7741 | 0.3510 | 0.7741 | 0.8798 |
| No log | 15.8065 | 490 | 0.7128 | 0.3492 | 0.7128 | 0.8443 |
| No log | 15.8710 | 492 | 0.6668 | 0.3769 | 0.6668 | 0.8166 |
| No log | 15.9355 | 494 | 0.6578 | 0.4595 | 0.6578 | 0.8110 |
| No log | 16.0 | 496 | 0.6502 | 0.4006 | 0.6502 | 0.8063 |
| No log | 16.0645 | 498 | 0.6634 | 0.3299 | 0.6634 | 0.8145 |
| 0.314 | 16.1290 | 500 | 0.6994 | 0.3590 | 0.6994 | 0.8363 |
| 0.314 | 16.1935 | 502 | 0.7304 | 0.3149 | 0.7304 | 0.8547 |
| 0.314 | 16.2581 | 504 | 0.7448 | 0.3379 | 0.7448 | 0.8630 |
| 0.314 | 16.3226 | 506 | 0.8088 | 0.3868 | 0.8088 | 0.8994 |
| 0.314 | 16.3871 | 508 | 0.8193 | 0.3868 | 0.8193 | 0.9052 |
| 0.314 | 16.4516 | 510 | 0.7393 | 0.4350 | 0.7393 | 0.8598 |
| 0.314 | 16.5161 | 512 | 0.7275 | 0.3867 | 0.7275 | 0.8529 |
| 0.314 | 16.5806 | 514 | 0.7590 | 0.3985 | 0.7590 | 0.8712 |
| 0.314 | 16.6452 | 516 | 0.7554 | 0.3867 | 0.7554 | 0.8692 |
| 0.314 | 16.7097 | 518 | 0.7301 | 0.3867 | 0.7301 | 0.8545 |
| 0.314 | 16.7742 | 520 | 0.6997 | 0.2530 | 0.6997 | 0.8365 |
| 0.314 | 16.8387 | 522 | 0.7140 | 0.2530 | 0.7140 | 0.8450 |
| 0.314 | 16.9032 | 524 | 0.7570 | 0.3355 | 0.7570 | 0.8701 |
| 0.314 | 16.9677 | 526 | 0.7691 | 0.3121 | 0.7691 | 0.8770 |
| 0.314 | 17.0323 | 528 | 0.7293 | 0.3382 | 0.7293 | 0.8540 |
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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k9_task7_organization
Base model
aubmindlab/bert-base-arabertv02