ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k11_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: 0.6738
- Qwk: 0.4733
- Mse: 0.6738
- Rmse: 0.8208
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 | 0.0286 | 2 | 3.9834 | -0.0366 | 3.9834 | 1.9958 |
| No log | 0.0571 | 4 | 2.2678 | -0.0010 | 2.2678 | 1.5059 |
| No log | 0.0857 | 6 | 1.7225 | -0.0358 | 1.7225 | 1.3125 |
| No log | 0.1143 | 8 | 1.4506 | -0.0774 | 1.4506 | 1.2044 |
| No log | 0.1429 | 10 | 0.9656 | 0.0409 | 0.9656 | 0.9827 |
| No log | 0.1714 | 12 | 0.8313 | 0.1089 | 0.8313 | 0.9118 |
| No log | 0.2 | 14 | 0.9579 | 0.1209 | 0.9579 | 0.9787 |
| No log | 0.2286 | 16 | 1.3058 | 0.0402 | 1.3058 | 1.1427 |
| No log | 0.2571 | 18 | 1.3551 | 0.0361 | 1.3551 | 1.1641 |
| No log | 0.2857 | 20 | 0.9549 | 0.0618 | 0.9549 | 0.9772 |
| No log | 0.3143 | 22 | 0.7557 | 0.2603 | 0.7557 | 0.8693 |
| No log | 0.3429 | 24 | 0.7569 | 0.2366 | 0.7569 | 0.8700 |
| No log | 0.3714 | 26 | 0.8876 | 0.1118 | 0.8876 | 0.9421 |
| No log | 0.4 | 28 | 1.0280 | 0.1733 | 1.0280 | 1.0139 |
| No log | 0.4286 | 30 | 1.3493 | 0.1333 | 1.3493 | 1.1616 |
| No log | 0.4571 | 32 | 2.2678 | 0.0460 | 2.2678 | 1.5059 |
| No log | 0.4857 | 34 | 2.4825 | 0.0238 | 2.4825 | 1.5756 |
| No log | 0.5143 | 36 | 2.2321 | 0.0525 | 2.2321 | 1.4940 |
| No log | 0.5429 | 38 | 1.4148 | 0.1333 | 1.4148 | 1.1894 |
| No log | 0.5714 | 40 | 0.8140 | 0.2912 | 0.8140 | 0.9022 |
| No log | 0.6 | 42 | 0.6487 | 0.3520 | 0.6487 | 0.8054 |
| No log | 0.6286 | 44 | 0.6455 | 0.3536 | 0.6455 | 0.8034 |
| No log | 0.6571 | 46 | 0.6528 | 0.3657 | 0.6528 | 0.8079 |
| No log | 0.6857 | 48 | 0.7117 | 0.3323 | 0.7117 | 0.8436 |
| No log | 0.7143 | 50 | 0.9330 | 0.2094 | 0.9330 | 0.9659 |
| No log | 0.7429 | 52 | 1.3418 | 0.1085 | 1.3418 | 1.1583 |
| No log | 0.7714 | 54 | 1.5448 | 0.0944 | 1.5448 | 1.2429 |
| No log | 0.8 | 56 | 1.5646 | 0.1008 | 1.5646 | 1.2508 |
| No log | 0.8286 | 58 | 1.3984 | 0.1149 | 1.3984 | 1.1826 |
| No log | 0.8571 | 60 | 1.0761 | 0.1034 | 1.0761 | 1.0373 |
| No log | 0.8857 | 62 | 1.0227 | 0.0583 | 1.0227 | 1.0113 |
| No log | 0.9143 | 64 | 1.0671 | 0.0515 | 1.0671 | 1.0330 |
| No log | 0.9429 | 66 | 1.1934 | 0.1017 | 1.1934 | 1.0924 |
| No log | 0.9714 | 68 | 1.3831 | 0.1087 | 1.3831 | 1.1761 |
| No log | 1.0 | 70 | 1.3931 | 0.1004 | 1.3931 | 1.1803 |
| No log | 1.0286 | 72 | 1.2315 | 0.0604 | 1.2315 | 1.1097 |
| No log | 1.0571 | 74 | 1.0955 | 0.1669 | 1.0955 | 1.0466 |
| No log | 1.0857 | 76 | 1.0978 | 0.1669 | 1.0978 | 1.0478 |
| No log | 1.1143 | 78 | 1.0114 | 0.1885 | 1.0114 | 1.0057 |
| No log | 1.1429 | 80 | 0.9364 | 0.1833 | 0.9364 | 0.9677 |
| No log | 1.1714 | 82 | 0.9807 | 0.2165 | 0.9807 | 0.9903 |
| No log | 1.2 | 84 | 1.1902 | 0.1459 | 1.1902 | 1.0910 |
| No log | 1.2286 | 86 | 1.5133 | 0.1581 | 1.5133 | 1.2302 |
| No log | 1.2571 | 88 | 1.5547 | 0.1562 | 1.5547 | 1.2469 |
| No log | 1.2857 | 90 | 1.6233 | 0.1498 | 1.6233 | 1.2741 |
| No log | 1.3143 | 92 | 1.5221 | 0.1416 | 1.5221 | 1.2337 |
| No log | 1.3429 | 94 | 1.1556 | 0.1422 | 1.1556 | 1.0750 |
| No log | 1.3714 | 96 | 0.8506 | 0.1645 | 0.8506 | 0.9223 |
| No log | 1.4 | 98 | 0.6682 | 0.3533 | 0.6682 | 0.8174 |
| No log | 1.4286 | 100 | 0.6740 | 0.3458 | 0.6740 | 0.8210 |
| No log | 1.4571 | 102 | 0.6936 | 0.2551 | 0.6936 | 0.8329 |
| No log | 1.4857 | 104 | 0.6389 | 0.2741 | 0.6389 | 0.7993 |
| No log | 1.5143 | 106 | 0.6306 | 0.4202 | 0.6306 | 0.7941 |
| No log | 1.5429 | 108 | 0.7136 | 0.2795 | 0.7136 | 0.8448 |
| No log | 1.5714 | 110 | 0.8975 | 0.2298 | 0.8975 | 0.9474 |
| No log | 1.6 | 112 | 0.9951 | 0.2642 | 0.9951 | 0.9975 |
| No log | 1.6286 | 114 | 0.9947 | 0.2663 | 0.9947 | 0.9974 |
| No log | 1.6571 | 116 | 1.2678 | 0.2446 | 1.2678 | 1.1260 |
| No log | 1.6857 | 118 | 1.4510 | 0.1823 | 1.4510 | 1.2046 |
| No log | 1.7143 | 120 | 1.2042 | 0.2374 | 1.2042 | 1.0974 |
| No log | 1.7429 | 122 | 1.1042 | 0.2329 | 1.1042 | 1.0508 |
| No log | 1.7714 | 124 | 1.1264 | 0.2286 | 1.1264 | 1.0613 |
| No log | 1.8 | 126 | 0.9980 | 0.2280 | 0.9980 | 0.9990 |
| No log | 1.8286 | 128 | 0.9924 | 0.2520 | 0.9924 | 0.9962 |
| No log | 1.8571 | 130 | 0.9930 | 0.2216 | 0.9930 | 0.9965 |
| No log | 1.8857 | 132 | 1.0296 | 0.2293 | 1.0296 | 1.0147 |
| No log | 1.9143 | 134 | 1.0499 | 0.2081 | 1.0499 | 1.0247 |
| No log | 1.9429 | 136 | 1.0059 | 0.1899 | 1.0059 | 1.0030 |
| No log | 1.9714 | 138 | 0.9126 | 0.2541 | 0.9126 | 0.9553 |
| No log | 2.0 | 140 | 0.8286 | 0.3001 | 0.8286 | 0.9103 |
| No log | 2.0286 | 142 | 0.8030 | 0.3660 | 0.8030 | 0.8961 |
| No log | 2.0571 | 144 | 0.7878 | 0.3516 | 0.7878 | 0.8876 |
| No log | 2.0857 | 146 | 0.7683 | 0.3693 | 0.7683 | 0.8765 |
| No log | 2.1143 | 148 | 0.7635 | 0.3687 | 0.7635 | 0.8738 |
| No log | 2.1429 | 150 | 0.7628 | 0.3522 | 0.7628 | 0.8734 |
| No log | 2.1714 | 152 | 0.7850 | 0.3677 | 0.7850 | 0.8860 |
| No log | 2.2 | 154 | 0.7800 | 0.3535 | 0.7800 | 0.8832 |
| No log | 2.2286 | 156 | 0.7992 | 0.3391 | 0.7992 | 0.8940 |
| No log | 2.2571 | 158 | 0.8606 | 0.3615 | 0.8606 | 0.9277 |
| No log | 2.2857 | 160 | 0.8665 | 0.3624 | 0.8665 | 0.9309 |
| No log | 2.3143 | 162 | 0.8491 | 0.4111 | 0.8491 | 0.9215 |
| No log | 2.3429 | 164 | 0.8158 | 0.3479 | 0.8158 | 0.9032 |
| No log | 2.3714 | 166 | 0.8189 | 0.3479 | 0.8189 | 0.9049 |
| No log | 2.4 | 168 | 0.8576 | 0.3654 | 0.8576 | 0.9260 |
| No log | 2.4286 | 170 | 0.8775 | 0.3350 | 0.8775 | 0.9367 |
| No log | 2.4571 | 172 | 0.8578 | 0.3510 | 0.8578 | 0.9262 |
| No log | 2.4857 | 174 | 0.8349 | 0.3435 | 0.8349 | 0.9137 |
| No log | 2.5143 | 176 | 0.8570 | 0.3231 | 0.8570 | 0.9257 |
| No log | 2.5429 | 178 | 0.8828 | 0.3482 | 0.8828 | 0.9396 |
| No log | 2.5714 | 180 | 0.9102 | 0.2968 | 0.9102 | 0.9541 |
| No log | 2.6 | 182 | 0.9192 | 0.2921 | 0.9192 | 0.9588 |
| No log | 2.6286 | 184 | 0.9112 | 0.2999 | 0.9112 | 0.9546 |
| No log | 2.6571 | 186 | 0.8630 | 0.3231 | 0.8630 | 0.9290 |
| No log | 2.6857 | 188 | 0.8237 | 0.3439 | 0.8237 | 0.9076 |
| No log | 2.7143 | 190 | 0.7879 | 0.4162 | 0.7879 | 0.8876 |
| No log | 2.7429 | 192 | 0.7592 | 0.3739 | 0.7592 | 0.8713 |
| No log | 2.7714 | 194 | 0.8585 | 0.3433 | 0.8585 | 0.9265 |
| No log | 2.8 | 196 | 0.9855 | 0.3107 | 0.9855 | 0.9927 |
| No log | 2.8286 | 198 | 0.9173 | 0.3422 | 0.9173 | 0.9577 |
| No log | 2.8571 | 200 | 0.7783 | 0.4340 | 0.7783 | 0.8822 |
| No log | 2.8857 | 202 | 0.7430 | 0.4051 | 0.7430 | 0.8620 |
| No log | 2.9143 | 204 | 0.7090 | 0.4338 | 0.7090 | 0.8420 |
| No log | 2.9429 | 206 | 0.6816 | 0.3762 | 0.6816 | 0.8256 |
| No log | 2.9714 | 208 | 0.6911 | 0.4407 | 0.6911 | 0.8313 |
| No log | 3.0 | 210 | 0.7074 | 0.4016 | 0.7074 | 0.8411 |
| No log | 3.0286 | 212 | 0.6719 | 0.4582 | 0.6719 | 0.8197 |
| No log | 3.0571 | 214 | 0.7065 | 0.3519 | 0.7065 | 0.8405 |
| No log | 3.0857 | 216 | 0.8689 | 0.3563 | 0.8689 | 0.9322 |
| No log | 3.1143 | 218 | 0.9200 | 0.3264 | 0.9200 | 0.9592 |
| No log | 3.1429 | 220 | 0.8383 | 0.3700 | 0.8383 | 0.9156 |
| No log | 3.1714 | 222 | 0.7120 | 0.3442 | 0.7120 | 0.8438 |
| No log | 3.2 | 224 | 0.6513 | 0.4254 | 0.6513 | 0.8070 |
| No log | 3.2286 | 226 | 0.6661 | 0.3847 | 0.6661 | 0.8161 |
| No log | 3.2571 | 228 | 0.7126 | 0.3791 | 0.7126 | 0.8442 |
| No log | 3.2857 | 230 | 0.7626 | 0.3648 | 0.7626 | 0.8733 |
| No log | 3.3143 | 232 | 0.7824 | 0.3943 | 0.7824 | 0.8845 |
| No log | 3.3429 | 234 | 0.7428 | 0.4105 | 0.7428 | 0.8619 |
| No log | 3.3714 | 236 | 0.7124 | 0.4133 | 0.7124 | 0.8440 |
| No log | 3.4 | 238 | 0.7105 | 0.4067 | 0.7105 | 0.8429 |
| No log | 3.4286 | 240 | 0.7326 | 0.4310 | 0.7326 | 0.8559 |
| No log | 3.4571 | 242 | 0.7197 | 0.4218 | 0.7197 | 0.8484 |
| No log | 3.4857 | 244 | 0.6921 | 0.4352 | 0.6921 | 0.8319 |
| No log | 3.5143 | 246 | 0.6734 | 0.3694 | 0.6734 | 0.8206 |
| No log | 3.5429 | 248 | 0.6751 | 0.3254 | 0.6751 | 0.8217 |
| No log | 3.5714 | 250 | 0.6927 | 0.3521 | 0.6927 | 0.8323 |
| No log | 3.6 | 252 | 0.7117 | 0.3198 | 0.7117 | 0.8436 |
| No log | 3.6286 | 254 | 0.7313 | 0.3741 | 0.7313 | 0.8551 |
| No log | 3.6571 | 256 | 0.7982 | 0.3407 | 0.7982 | 0.8934 |
| No log | 3.6857 | 258 | 0.7761 | 0.3550 | 0.7761 | 0.8809 |
| No log | 3.7143 | 260 | 0.7307 | 0.3772 | 0.7307 | 0.8548 |
| No log | 3.7429 | 262 | 0.7068 | 0.3855 | 0.7068 | 0.8407 |
| No log | 3.7714 | 264 | 0.6944 | 0.3461 | 0.6944 | 0.8333 |
| No log | 3.8 | 266 | 0.7057 | 0.3420 | 0.7057 | 0.8400 |
| No log | 3.8286 | 268 | 0.7063 | 0.3360 | 0.7063 | 0.8404 |
| No log | 3.8571 | 270 | 0.7196 | 0.3696 | 0.7196 | 0.8483 |
| No log | 3.8857 | 272 | 0.7303 | 0.3951 | 0.7303 | 0.8546 |
| No log | 3.9143 | 274 | 0.7213 | 0.3708 | 0.7213 | 0.8493 |
| No log | 3.9429 | 276 | 0.6998 | 0.4054 | 0.6998 | 0.8365 |
| No log | 3.9714 | 278 | 0.7188 | 0.3857 | 0.7188 | 0.8478 |
| No log | 4.0 | 280 | 0.7265 | 0.3725 | 0.7265 | 0.8524 |
| No log | 4.0286 | 282 | 0.7180 | 0.3959 | 0.7180 | 0.8474 |
| No log | 4.0571 | 284 | 0.7045 | 0.3841 | 0.7045 | 0.8393 |
| No log | 4.0857 | 286 | 0.6955 | 0.3872 | 0.6955 | 0.8340 |
| No log | 4.1143 | 288 | 0.7014 | 0.4153 | 0.7014 | 0.8375 |
| No log | 4.1429 | 290 | 0.7199 | 0.4354 | 0.7199 | 0.8485 |
| No log | 4.1714 | 292 | 0.7349 | 0.4131 | 0.7349 | 0.8572 |
| No log | 4.2 | 294 | 0.7015 | 0.4171 | 0.7015 | 0.8375 |
| No log | 4.2286 | 296 | 0.6491 | 0.4308 | 0.6491 | 0.8056 |
| No log | 4.2571 | 298 | 0.6271 | 0.3878 | 0.6271 | 0.7919 |
| No log | 4.2857 | 300 | 0.6433 | 0.4013 | 0.6433 | 0.8021 |
| No log | 4.3143 | 302 | 0.7073 | 0.4487 | 0.7073 | 0.8410 |
| No log | 4.3429 | 304 | 0.7570 | 0.3784 | 0.7570 | 0.8700 |
| No log | 4.3714 | 306 | 0.7990 | 0.3371 | 0.7990 | 0.8938 |
| No log | 4.4 | 308 | 0.8344 | 0.3245 | 0.8344 | 0.9135 |
| No log | 4.4286 | 310 | 0.8453 | 0.3940 | 0.8453 | 0.9194 |
| No log | 4.4571 | 312 | 0.8844 | 0.3627 | 0.8844 | 0.9404 |
| No log | 4.4857 | 314 | 0.9018 | 0.3820 | 0.9018 | 0.9496 |
| No log | 4.5143 | 316 | 0.8820 | 0.4031 | 0.8820 | 0.9391 |
| No log | 4.5429 | 318 | 0.8578 | 0.3809 | 0.8578 | 0.9262 |
| No log | 4.5714 | 320 | 0.8088 | 0.3983 | 0.8088 | 0.8994 |
| No log | 4.6 | 322 | 0.8027 | 0.4108 | 0.8027 | 0.8959 |
| No log | 4.6286 | 324 | 0.8022 | 0.4049 | 0.8022 | 0.8957 |
| No log | 4.6571 | 326 | 0.7793 | 0.4125 | 0.7793 | 0.8828 |
| No log | 4.6857 | 328 | 0.7010 | 0.3999 | 0.7010 | 0.8373 |
| No log | 4.7143 | 330 | 0.6967 | 0.4250 | 0.6967 | 0.8347 |
| No log | 4.7429 | 332 | 0.7497 | 0.4202 | 0.7497 | 0.8658 |
| No log | 4.7714 | 334 | 0.7799 | 0.4469 | 0.7799 | 0.8831 |
| No log | 4.8 | 336 | 0.7535 | 0.4310 | 0.7535 | 0.8681 |
| No log | 4.8286 | 338 | 0.7212 | 0.4335 | 0.7212 | 0.8493 |
| No log | 4.8571 | 340 | 0.7052 | 0.4036 | 0.7052 | 0.8398 |
| No log | 4.8857 | 342 | 0.6830 | 0.4231 | 0.6830 | 0.8264 |
| No log | 4.9143 | 344 | 0.6757 | 0.4535 | 0.6757 | 0.8220 |
| No log | 4.9429 | 346 | 0.6806 | 0.4646 | 0.6806 | 0.8250 |
| No log | 4.9714 | 348 | 0.6646 | 0.4801 | 0.6646 | 0.8152 |
| No log | 5.0 | 350 | 0.6368 | 0.4939 | 0.6368 | 0.7980 |
| No log | 5.0286 | 352 | 0.6126 | 0.4161 | 0.6126 | 0.7827 |
| No log | 5.0571 | 354 | 0.6019 | 0.4233 | 0.6019 | 0.7758 |
| No log | 5.0857 | 356 | 0.6037 | 0.4087 | 0.6037 | 0.7769 |
| No log | 5.1143 | 358 | 0.6138 | 0.3698 | 0.6138 | 0.7834 |
| No log | 5.1429 | 360 | 0.6261 | 0.3943 | 0.6261 | 0.7913 |
| No log | 5.1714 | 362 | 0.6446 | 0.3943 | 0.6446 | 0.8029 |
| No log | 5.2 | 364 | 0.6523 | 0.4125 | 0.6523 | 0.8076 |
| No log | 5.2286 | 366 | 0.6519 | 0.4034 | 0.6519 | 0.8074 |
| No log | 5.2571 | 368 | 0.6590 | 0.3903 | 0.6590 | 0.8118 |
| No log | 5.2857 | 370 | 0.6553 | 0.3542 | 0.6553 | 0.8095 |
| No log | 5.3143 | 372 | 0.6689 | 0.4527 | 0.6689 | 0.8178 |
| No log | 5.3429 | 374 | 0.7072 | 0.4473 | 0.7072 | 0.8409 |
| No log | 5.3714 | 376 | 0.7061 | 0.4584 | 0.7061 | 0.8403 |
| No log | 5.4 | 378 | 0.6589 | 0.4509 | 0.6589 | 0.8118 |
| No log | 5.4286 | 380 | 0.6276 | 0.4254 | 0.6276 | 0.7922 |
| No log | 5.4571 | 382 | 0.6244 | 0.4165 | 0.6244 | 0.7902 |
| No log | 5.4857 | 384 | 0.6416 | 0.4426 | 0.6416 | 0.8010 |
| No log | 5.5143 | 386 | 0.6444 | 0.4512 | 0.6444 | 0.8027 |
| No log | 5.5429 | 388 | 0.6504 | 0.4194 | 0.6504 | 0.8064 |
| No log | 5.5714 | 390 | 0.6602 | 0.4285 | 0.6602 | 0.8126 |
| No log | 5.6 | 392 | 0.6658 | 0.4083 | 0.6658 | 0.8160 |
| No log | 5.6286 | 394 | 0.6812 | 0.3996 | 0.6812 | 0.8253 |
| No log | 5.6571 | 396 | 0.6930 | 0.4064 | 0.6930 | 0.8325 |
| No log | 5.6857 | 398 | 0.7029 | 0.4370 | 0.7029 | 0.8384 |
| No log | 5.7143 | 400 | 0.6991 | 0.4213 | 0.6991 | 0.8361 |
| No log | 5.7429 | 402 | 0.7126 | 0.4813 | 0.7126 | 0.8441 |
| No log | 5.7714 | 404 | 0.7742 | 0.4603 | 0.7742 | 0.8799 |
| No log | 5.8 | 406 | 0.7955 | 0.4408 | 0.7955 | 0.8919 |
| No log | 5.8286 | 408 | 0.7770 | 0.4410 | 0.7770 | 0.8815 |
| No log | 5.8571 | 410 | 0.7282 | 0.4625 | 0.7282 | 0.8533 |
| No log | 5.8857 | 412 | 0.6974 | 0.4876 | 0.6974 | 0.8351 |
| No log | 5.9143 | 414 | 0.6810 | 0.4763 | 0.6810 | 0.8252 |
| No log | 5.9429 | 416 | 0.6683 | 0.4230 | 0.6683 | 0.8175 |
| No log | 5.9714 | 418 | 0.6656 | 0.4343 | 0.6656 | 0.8158 |
| No log | 6.0 | 420 | 0.6758 | 0.4443 | 0.6758 | 0.8221 |
| No log | 6.0286 | 422 | 0.6918 | 0.4209 | 0.6918 | 0.8318 |
| No log | 6.0571 | 424 | 0.6800 | 0.4185 | 0.6800 | 0.8246 |
| No log | 6.0857 | 426 | 0.6595 | 0.4569 | 0.6595 | 0.8121 |
| No log | 6.1143 | 428 | 0.6564 | 0.4282 | 0.6564 | 0.8102 |
| No log | 6.1429 | 430 | 0.6651 | 0.3918 | 0.6651 | 0.8156 |
| No log | 6.1714 | 432 | 0.6637 | 0.3918 | 0.6637 | 0.8147 |
| No log | 6.2 | 434 | 0.6498 | 0.4125 | 0.6498 | 0.8061 |
| No log | 6.2286 | 436 | 0.6505 | 0.4605 | 0.6505 | 0.8066 |
| No log | 6.2571 | 438 | 0.6613 | 0.4426 | 0.6613 | 0.8132 |
| No log | 6.2857 | 440 | 0.6644 | 0.4941 | 0.6644 | 0.8151 |
| No log | 6.3143 | 442 | 0.6640 | 0.4941 | 0.6640 | 0.8148 |
| No log | 6.3429 | 444 | 0.6655 | 0.4941 | 0.6655 | 0.8158 |
| No log | 6.3714 | 446 | 0.6607 | 0.5037 | 0.6607 | 0.8129 |
| No log | 6.4 | 448 | 0.6571 | 0.4752 | 0.6571 | 0.8106 |
| No log | 6.4286 | 450 | 0.6646 | 0.4595 | 0.6646 | 0.8153 |
| No log | 6.4571 | 452 | 0.6675 | 0.4595 | 0.6675 | 0.8170 |
| No log | 6.4857 | 454 | 0.6640 | 0.4381 | 0.6640 | 0.8149 |
| No log | 6.5143 | 456 | 0.6607 | 0.4773 | 0.6607 | 0.8128 |
| No log | 6.5429 | 458 | 0.6564 | 0.4741 | 0.6564 | 0.8102 |
| No log | 6.5714 | 460 | 0.6625 | 0.4582 | 0.6625 | 0.8140 |
| No log | 6.6 | 462 | 0.6719 | 0.4339 | 0.6719 | 0.8197 |
| No log | 6.6286 | 464 | 0.6825 | 0.4235 | 0.6825 | 0.8262 |
| No log | 6.6571 | 466 | 0.6955 | 0.4489 | 0.6955 | 0.8340 |
| No log | 6.6857 | 468 | 0.7064 | 0.4028 | 0.7064 | 0.8405 |
| No log | 6.7143 | 470 | 0.7134 | 0.4395 | 0.7134 | 0.8446 |
| No log | 6.7429 | 472 | 0.7211 | 0.4763 | 0.7211 | 0.8492 |
| No log | 6.7714 | 474 | 0.7274 | 0.4676 | 0.7274 | 0.8529 |
| No log | 6.8 | 476 | 0.7242 | 0.4676 | 0.7242 | 0.8510 |
| No log | 6.8286 | 478 | 0.7251 | 0.4676 | 0.7251 | 0.8515 |
| No log | 6.8571 | 480 | 0.7116 | 0.4514 | 0.7116 | 0.8436 |
| No log | 6.8857 | 482 | 0.7030 | 0.4360 | 0.7030 | 0.8384 |
| No log | 6.9143 | 484 | 0.7095 | 0.4340 | 0.7095 | 0.8423 |
| No log | 6.9429 | 486 | 0.7251 | 0.4596 | 0.7251 | 0.8515 |
| No log | 6.9714 | 488 | 0.7345 | 0.4596 | 0.7345 | 0.8570 |
| No log | 7.0 | 490 | 0.7368 | 0.4257 | 0.7368 | 0.8584 |
| No log | 7.0286 | 492 | 0.7447 | 0.4373 | 0.7447 | 0.8629 |
| No log | 7.0571 | 494 | 0.7706 | 0.4575 | 0.7706 | 0.8778 |
| No log | 7.0857 | 496 | 0.8162 | 0.4547 | 0.8162 | 0.9034 |
| No log | 7.1143 | 498 | 0.8628 | 0.4088 | 0.8628 | 0.9289 |
| 0.455 | 7.1429 | 500 | 0.8848 | 0.3937 | 0.8848 | 0.9406 |
| 0.455 | 7.1714 | 502 | 0.8619 | 0.4088 | 0.8619 | 0.9284 |
| 0.455 | 7.2 | 504 | 0.8130 | 0.4449 | 0.8130 | 0.9016 |
| 0.455 | 7.2286 | 506 | 0.7452 | 0.4825 | 0.7452 | 0.8632 |
| 0.455 | 7.2571 | 508 | 0.7094 | 0.4316 | 0.7094 | 0.8423 |
| 0.455 | 7.2857 | 510 | 0.7028 | 0.4510 | 0.7028 | 0.8383 |
| 0.455 | 7.3143 | 512 | 0.6961 | 0.4449 | 0.6961 | 0.8343 |
| 0.455 | 7.3429 | 514 | 0.6903 | 0.4491 | 0.6903 | 0.8308 |
| 0.455 | 7.3714 | 516 | 0.6911 | 0.4548 | 0.6911 | 0.8313 |
| 0.455 | 7.4 | 518 | 0.6912 | 0.4520 | 0.6912 | 0.8314 |
| 0.455 | 7.4286 | 520 | 0.6819 | 0.4315 | 0.6819 | 0.8258 |
| 0.455 | 7.4571 | 522 | 0.6665 | 0.4467 | 0.6665 | 0.8164 |
| 0.455 | 7.4857 | 524 | 0.6540 | 0.4488 | 0.6540 | 0.8087 |
| 0.455 | 7.5143 | 526 | 0.6515 | 0.4793 | 0.6515 | 0.8072 |
| 0.455 | 7.5429 | 528 | 0.6518 | 0.4838 | 0.6518 | 0.8073 |
| 0.455 | 7.5714 | 530 | 0.6561 | 0.4681 | 0.6561 | 0.8100 |
| 0.455 | 7.6 | 532 | 0.6726 | 0.4591 | 0.6726 | 0.8201 |
| 0.455 | 7.6286 | 534 | 0.6961 | 0.4960 | 0.6961 | 0.8344 |
| 0.455 | 7.6571 | 536 | 0.7135 | 0.4941 | 0.7135 | 0.8447 |
| 0.455 | 7.6857 | 538 | 0.7081 | 0.4941 | 0.7081 | 0.8415 |
| 0.455 | 7.7143 | 540 | 0.6843 | 0.4997 | 0.6843 | 0.8272 |
| 0.455 | 7.7429 | 542 | 0.6671 | 0.4733 | 0.6671 | 0.8168 |
| 0.455 | 7.7714 | 544 | 0.6649 | 0.4675 | 0.6649 | 0.8154 |
| 0.455 | 7.8 | 546 | 0.6724 | 0.4591 | 0.6724 | 0.8200 |
| 0.455 | 7.8286 | 548 | 0.6854 | 0.4988 | 0.6854 | 0.8279 |
| 0.455 | 7.8571 | 550 | 0.6892 | 0.4644 | 0.6892 | 0.8302 |
| 0.455 | 7.8857 | 552 | 0.7018 | 0.4988 | 0.7018 | 0.8378 |
| 0.455 | 7.9143 | 554 | 0.7191 | 0.4978 | 0.7191 | 0.8480 |
| 0.455 | 7.9429 | 556 | 0.7191 | 0.4837 | 0.7191 | 0.8480 |
| 0.455 | 7.9714 | 558 | 0.7020 | 0.4254 | 0.7020 | 0.8379 |
| 0.455 | 8.0 | 560 | 0.6974 | 0.4110 | 0.6974 | 0.8351 |
| 0.455 | 8.0286 | 562 | 0.6980 | 0.4110 | 0.6980 | 0.8355 |
| 0.455 | 8.0571 | 564 | 0.6966 | 0.4254 | 0.6966 | 0.8346 |
| 0.455 | 8.0857 | 566 | 0.6929 | 0.4397 | 0.6929 | 0.8324 |
| 0.455 | 8.1143 | 568 | 0.6923 | 0.4603 | 0.6923 | 0.8320 |
| 0.455 | 8.1429 | 570 | 0.6889 | 0.4443 | 0.6889 | 0.8300 |
| 0.455 | 8.1714 | 572 | 0.6885 | 0.4574 | 0.6885 | 0.8297 |
| 0.455 | 8.2 | 574 | 0.6874 | 0.4574 | 0.6874 | 0.8291 |
| 0.455 | 8.2286 | 576 | 0.6903 | 0.4570 | 0.6903 | 0.8309 |
| 0.455 | 8.2571 | 578 | 0.6886 | 0.4570 | 0.6886 | 0.8298 |
| 0.455 | 8.2857 | 580 | 0.6844 | 0.4574 | 0.6844 | 0.8273 |
| 0.455 | 8.3143 | 582 | 0.6831 | 0.4574 | 0.6831 | 0.8265 |
| 0.455 | 8.3429 | 584 | 0.6851 | 0.4574 | 0.6851 | 0.8277 |
| 0.455 | 8.3714 | 586 | 0.6904 | 0.4629 | 0.6904 | 0.8309 |
| 0.455 | 8.4 | 588 | 0.6968 | 0.4844 | 0.6968 | 0.8348 |
| 0.455 | 8.4286 | 590 | 0.6967 | 0.4782 | 0.6967 | 0.8347 |
| 0.455 | 8.4571 | 592 | 0.6883 | 0.4739 | 0.6883 | 0.8296 |
| 0.455 | 8.4857 | 594 | 0.6763 | 0.4690 | 0.6763 | 0.8224 |
| 0.455 | 8.5143 | 596 | 0.6688 | 0.5029 | 0.6688 | 0.8178 |
| 0.455 | 8.5429 | 598 | 0.6658 | 0.5152 | 0.6658 | 0.8160 |
| 0.455 | 8.5714 | 600 | 0.6653 | 0.5049 | 0.6653 | 0.8156 |
| 0.455 | 8.6 | 602 | 0.6656 | 0.5029 | 0.6656 | 0.8159 |
| 0.455 | 8.6286 | 604 | 0.6732 | 0.4690 | 0.6732 | 0.8205 |
| 0.455 | 8.6571 | 606 | 0.6833 | 0.4739 | 0.6833 | 0.8266 |
| 0.455 | 8.6857 | 608 | 0.6915 | 0.4727 | 0.6915 | 0.8316 |
| 0.455 | 8.7143 | 610 | 0.6957 | 0.4727 | 0.6957 | 0.8341 |
| 0.455 | 8.7429 | 612 | 0.6964 | 0.4727 | 0.6964 | 0.8345 |
| 0.455 | 8.7714 | 614 | 0.6931 | 0.4727 | 0.6931 | 0.8325 |
| 0.455 | 8.8 | 616 | 0.6861 | 0.4733 | 0.6861 | 0.8283 |
| 0.455 | 8.8286 | 618 | 0.6776 | 0.4690 | 0.6776 | 0.8231 |
| 0.455 | 8.8571 | 620 | 0.6708 | 0.4690 | 0.6708 | 0.8190 |
| 0.455 | 8.8857 | 622 | 0.6674 | 0.4616 | 0.6674 | 0.8169 |
| 0.455 | 8.9143 | 624 | 0.6679 | 0.4527 | 0.6679 | 0.8172 |
| 0.455 | 8.9429 | 626 | 0.6740 | 0.4570 | 0.6740 | 0.8210 |
| 0.455 | 8.9714 | 628 | 0.6851 | 0.4570 | 0.6851 | 0.8277 |
| 0.455 | 9.0 | 630 | 0.6901 | 0.4634 | 0.6901 | 0.8307 |
| 0.455 | 9.0286 | 632 | 0.6956 | 0.4692 | 0.6956 | 0.8340 |
| 0.455 | 9.0571 | 634 | 0.7002 | 0.4687 | 0.7002 | 0.8368 |
| 0.455 | 9.0857 | 636 | 0.7016 | 0.4687 | 0.7016 | 0.8376 |
| 0.455 | 9.1143 | 638 | 0.7021 | 0.4692 | 0.7021 | 0.8379 |
| 0.455 | 9.1429 | 640 | 0.7003 | 0.4692 | 0.7003 | 0.8369 |
| 0.455 | 9.1714 | 642 | 0.6960 | 0.4629 | 0.6960 | 0.8343 |
| 0.455 | 9.2 | 644 | 0.6952 | 0.4566 | 0.6952 | 0.8338 |
| 0.455 | 9.2286 | 646 | 0.6947 | 0.4570 | 0.6947 | 0.8335 |
| 0.455 | 9.2571 | 648 | 0.6972 | 0.4629 | 0.6972 | 0.8350 |
| 0.455 | 9.2857 | 650 | 0.6998 | 0.4692 | 0.6998 | 0.8365 |
| 0.455 | 9.3143 | 652 | 0.6971 | 0.4566 | 0.6971 | 0.8349 |
| 0.455 | 9.3429 | 654 | 0.6945 | 0.4570 | 0.6945 | 0.8333 |
| 0.455 | 9.3714 | 656 | 0.6926 | 0.4570 | 0.6926 | 0.8322 |
| 0.455 | 9.4 | 658 | 0.6894 | 0.4570 | 0.6894 | 0.8303 |
| 0.455 | 9.4286 | 660 | 0.6884 | 0.4570 | 0.6884 | 0.8297 |
| 0.455 | 9.4571 | 662 | 0.6896 | 0.4570 | 0.6896 | 0.8304 |
| 0.455 | 9.4857 | 664 | 0.6912 | 0.4570 | 0.6912 | 0.8314 |
| 0.455 | 9.5143 | 666 | 0.6898 | 0.4570 | 0.6898 | 0.8305 |
| 0.455 | 9.5429 | 668 | 0.6884 | 0.4570 | 0.6884 | 0.8297 |
| 0.455 | 9.5714 | 670 | 0.6864 | 0.4570 | 0.6864 | 0.8285 |
| 0.455 | 9.6 | 672 | 0.6839 | 0.4570 | 0.6839 | 0.8270 |
| 0.455 | 9.6286 | 674 | 0.6814 | 0.4570 | 0.6814 | 0.8255 |
| 0.455 | 9.6571 | 676 | 0.6791 | 0.4570 | 0.6791 | 0.8241 |
| 0.455 | 9.6857 | 678 | 0.6782 | 0.4570 | 0.6782 | 0.8236 |
| 0.455 | 9.7143 | 680 | 0.6774 | 0.4570 | 0.6774 | 0.8230 |
| 0.455 | 9.7429 | 682 | 0.6776 | 0.4733 | 0.6776 | 0.8232 |
| 0.455 | 9.7714 | 684 | 0.6773 | 0.4733 | 0.6773 | 0.8230 |
| 0.455 | 9.8 | 686 | 0.6762 | 0.4733 | 0.6762 | 0.8223 |
| 0.455 | 9.8286 | 688 | 0.6755 | 0.4733 | 0.6755 | 0.8219 |
| 0.455 | 9.8571 | 690 | 0.6744 | 0.4733 | 0.6744 | 0.8212 |
| 0.455 | 9.8857 | 692 | 0.6739 | 0.4733 | 0.6739 | 0.8209 |
| 0.455 | 9.9143 | 694 | 0.6735 | 0.4733 | 0.6735 | 0.8207 |
| 0.455 | 9.9429 | 696 | 0.6737 | 0.4733 | 0.6737 | 0.8208 |
| 0.455 | 9.9714 | 698 | 0.6737 | 0.4733 | 0.6737 | 0.8208 |
| 0.455 | 10.0 | 700 | 0.6738 | 0.4733 | 0.6738 | 0.8208 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
- Downloads last month
- -
Model tree for MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k11_task2_organization
Base model
aubmindlab/bert-base-arabertv02