ArabicNewSplits6_FineTuningAraBERT_run3_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: 0.7464
- Qwk: 0.4678
- Mse: 0.7464
- Rmse: 0.8639
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 | 4.0361 | -0.0169 | 4.0361 | 2.0090 |
| No log | 0.0563 | 4 | 2.1970 | 0.0103 | 2.1970 | 1.4822 |
| No log | 0.0845 | 6 | 1.2639 | 0.0884 | 1.2639 | 1.1242 |
| No log | 0.1127 | 8 | 0.9625 | -0.0438 | 0.9625 | 0.9811 |
| No log | 0.1408 | 10 | 0.7213 | 0.2588 | 0.7213 | 0.8493 |
| No log | 0.1690 | 12 | 0.7067 | 0.2552 | 0.7067 | 0.8406 |
| No log | 0.1972 | 14 | 0.7127 | 0.1649 | 0.7127 | 0.8442 |
| No log | 0.2254 | 16 | 0.6749 | 0.2015 | 0.6749 | 0.8216 |
| No log | 0.2535 | 18 | 0.6887 | 0.2200 | 0.6887 | 0.8299 |
| No log | 0.2817 | 20 | 0.9473 | 0.1459 | 0.9473 | 0.9733 |
| No log | 0.3099 | 22 | 1.4484 | 0.1709 | 1.4484 | 1.2035 |
| No log | 0.3380 | 24 | 1.8665 | 0.1280 | 1.8665 | 1.3662 |
| No log | 0.3662 | 26 | 1.6910 | 0.1759 | 1.6910 | 1.3004 |
| No log | 0.3944 | 28 | 1.1932 | 0.1500 | 1.1932 | 1.0924 |
| No log | 0.4225 | 30 | 0.8754 | 0.2026 | 0.8754 | 0.9356 |
| No log | 0.4507 | 32 | 0.7339 | 0.2730 | 0.7339 | 0.8567 |
| No log | 0.4789 | 34 | 0.6518 | 0.3061 | 0.6518 | 0.8074 |
| No log | 0.5070 | 36 | 0.6593 | 0.3611 | 0.6593 | 0.8120 |
| No log | 0.5352 | 38 | 0.7378 | 0.3196 | 0.7378 | 0.8590 |
| No log | 0.5634 | 40 | 1.2312 | 0.2662 | 1.2312 | 1.1096 |
| No log | 0.5915 | 42 | 1.5106 | 0.1581 | 1.5106 | 1.2290 |
| No log | 0.6197 | 44 | 1.0785 | 0.2559 | 1.0785 | 1.0385 |
| No log | 0.6479 | 46 | 0.7178 | 0.3308 | 0.7178 | 0.8472 |
| No log | 0.6761 | 48 | 0.6122 | 0.3812 | 0.6122 | 0.7824 |
| No log | 0.7042 | 50 | 0.6012 | 0.3449 | 0.6012 | 0.7753 |
| No log | 0.7324 | 52 | 0.5997 | 0.3735 | 0.5997 | 0.7744 |
| No log | 0.7606 | 54 | 0.6269 | 0.4113 | 0.6269 | 0.7917 |
| No log | 0.7887 | 56 | 0.7680 | 0.2689 | 0.7680 | 0.8764 |
| No log | 0.8169 | 58 | 0.8571 | 0.2264 | 0.8571 | 0.9258 |
| No log | 0.8451 | 60 | 1.0584 | 0.2629 | 1.0584 | 1.0288 |
| No log | 0.8732 | 62 | 1.1284 | 0.2329 | 1.1284 | 1.0623 |
| No log | 0.9014 | 64 | 0.9650 | 0.3072 | 0.9650 | 0.9823 |
| No log | 0.9296 | 66 | 0.7707 | 0.3921 | 0.7707 | 0.8779 |
| No log | 0.9577 | 68 | 0.7649 | 0.3981 | 0.7649 | 0.8746 |
| No log | 0.9859 | 70 | 0.8363 | 0.4087 | 0.8363 | 0.9145 |
| No log | 1.0141 | 72 | 1.0746 | 0.3106 | 1.0746 | 1.0366 |
| No log | 1.0423 | 74 | 1.0916 | 0.3019 | 1.0916 | 1.0448 |
| No log | 1.0704 | 76 | 0.9910 | 0.2997 | 0.9910 | 0.9955 |
| No log | 1.0986 | 78 | 0.7877 | 0.3310 | 0.7877 | 0.8875 |
| No log | 1.1268 | 80 | 0.6932 | 0.2521 | 0.6932 | 0.8326 |
| No log | 1.1549 | 82 | 0.6220 | 0.3606 | 0.6220 | 0.7887 |
| No log | 1.1831 | 84 | 0.5910 | 0.4561 | 0.5910 | 0.7688 |
| No log | 1.2113 | 86 | 0.5784 | 0.4851 | 0.5784 | 0.7605 |
| No log | 1.2394 | 88 | 0.5694 | 0.4949 | 0.5694 | 0.7546 |
| No log | 1.2676 | 90 | 0.5838 | 0.4319 | 0.5838 | 0.7640 |
| No log | 1.2958 | 92 | 0.5884 | 0.4917 | 0.5884 | 0.7671 |
| No log | 1.3239 | 94 | 0.6293 | 0.4733 | 0.6293 | 0.7933 |
| No log | 1.3521 | 96 | 0.6874 | 0.4497 | 0.6874 | 0.8291 |
| No log | 1.3803 | 98 | 0.7526 | 0.4570 | 0.7526 | 0.8675 |
| No log | 1.4085 | 100 | 0.7901 | 0.4688 | 0.7901 | 0.8889 |
| No log | 1.4366 | 102 | 0.8398 | 0.4386 | 0.8398 | 0.9164 |
| No log | 1.4648 | 104 | 0.7242 | 0.4785 | 0.7242 | 0.8510 |
| No log | 1.4930 | 106 | 0.7041 | 0.4363 | 0.7041 | 0.8391 |
| No log | 1.5211 | 108 | 0.7131 | 0.4517 | 0.7131 | 0.8444 |
| No log | 1.5493 | 110 | 0.7276 | 0.4534 | 0.7275 | 0.8530 |
| No log | 1.5775 | 112 | 0.7264 | 0.4395 | 0.7264 | 0.8523 |
| No log | 1.6056 | 114 | 0.8149 | 0.4438 | 0.8149 | 0.9027 |
| No log | 1.6338 | 116 | 0.9436 | 0.4314 | 0.9436 | 0.9714 |
| No log | 1.6620 | 118 | 0.8525 | 0.4886 | 0.8525 | 0.9233 |
| No log | 1.6901 | 120 | 0.7188 | 0.4873 | 0.7188 | 0.8478 |
| No log | 1.7183 | 122 | 0.7156 | 0.4671 | 0.7156 | 0.8459 |
| No log | 1.7465 | 124 | 0.6828 | 0.4827 | 0.6828 | 0.8263 |
| No log | 1.7746 | 126 | 0.6223 | 0.5095 | 0.6223 | 0.7888 |
| No log | 1.8028 | 128 | 0.7298 | 0.4472 | 0.7298 | 0.8543 |
| No log | 1.8310 | 130 | 0.9119 | 0.4074 | 0.9119 | 0.9549 |
| No log | 1.8592 | 132 | 1.0665 | 0.3871 | 1.0665 | 1.0327 |
| No log | 1.8873 | 134 | 0.9226 | 0.4172 | 0.9226 | 0.9605 |
| No log | 1.9155 | 136 | 0.7549 | 0.4710 | 0.7549 | 0.8689 |
| No log | 1.9437 | 138 | 0.6790 | 0.4587 | 0.6790 | 0.8240 |
| No log | 1.9718 | 140 | 0.6695 | 0.4840 | 0.6695 | 0.8182 |
| No log | 2.0 | 142 | 0.6464 | 0.4425 | 0.6464 | 0.8040 |
| No log | 2.0282 | 144 | 0.6612 | 0.4617 | 0.6612 | 0.8131 |
| No log | 2.0563 | 146 | 0.7233 | 0.4188 | 0.7233 | 0.8505 |
| No log | 2.0845 | 148 | 0.7886 | 0.4488 | 0.7886 | 0.8880 |
| No log | 2.1127 | 150 | 0.7297 | 0.4427 | 0.7297 | 0.8542 |
| No log | 2.1408 | 152 | 0.6472 | 0.4282 | 0.6472 | 0.8045 |
| No log | 2.1690 | 154 | 0.6586 | 0.4388 | 0.6586 | 0.8115 |
| No log | 2.1972 | 156 | 0.6862 | 0.4299 | 0.6862 | 0.8284 |
| No log | 2.2254 | 158 | 0.7318 | 0.4136 | 0.7318 | 0.8554 |
| No log | 2.2535 | 160 | 0.8887 | 0.3589 | 0.8887 | 0.9427 |
| No log | 2.2817 | 162 | 1.2123 | 0.3006 | 1.2123 | 1.1011 |
| No log | 2.3099 | 164 | 1.3331 | 0.2805 | 1.3331 | 1.1546 |
| No log | 2.3380 | 166 | 1.1557 | 0.3002 | 1.1557 | 1.0750 |
| No log | 2.3662 | 168 | 0.8660 | 0.3808 | 0.8660 | 0.9306 |
| No log | 2.3944 | 170 | 0.8240 | 0.4290 | 0.8240 | 0.9077 |
| No log | 2.4225 | 172 | 0.7745 | 0.4434 | 0.7745 | 0.8801 |
| No log | 2.4507 | 174 | 0.7060 | 0.4598 | 0.7060 | 0.8403 |
| No log | 2.4789 | 176 | 0.7400 | 0.4417 | 0.7400 | 0.8602 |
| No log | 2.5070 | 178 | 0.8880 | 0.3806 | 0.8880 | 0.9423 |
| No log | 2.5352 | 180 | 1.1018 | 0.3640 | 1.1018 | 1.0497 |
| No log | 2.5634 | 182 | 1.0612 | 0.3401 | 1.0612 | 1.0301 |
| No log | 2.5915 | 184 | 0.9419 | 0.3775 | 0.9419 | 0.9705 |
| No log | 2.6197 | 186 | 0.8715 | 0.4404 | 0.8715 | 0.9335 |
| No log | 2.6479 | 188 | 0.8528 | 0.4366 | 0.8528 | 0.9235 |
| No log | 2.6761 | 190 | 0.8128 | 0.4329 | 0.8128 | 0.9016 |
| No log | 2.7042 | 192 | 0.7990 | 0.4278 | 0.7990 | 0.8939 |
| No log | 2.7324 | 194 | 0.8628 | 0.3969 | 0.8628 | 0.9289 |
| No log | 2.7606 | 196 | 0.9293 | 0.4146 | 0.9293 | 0.9640 |
| No log | 2.7887 | 198 | 0.9449 | 0.4433 | 0.9449 | 0.9721 |
| No log | 2.8169 | 200 | 0.9271 | 0.4338 | 0.9271 | 0.9629 |
| No log | 2.8451 | 202 | 0.8790 | 0.4465 | 0.8790 | 0.9376 |
| No log | 2.8732 | 204 | 0.8527 | 0.4422 | 0.8527 | 0.9234 |
| No log | 2.9014 | 206 | 0.8247 | 0.4650 | 0.8247 | 0.9081 |
| No log | 2.9296 | 208 | 0.7737 | 0.4631 | 0.7737 | 0.8796 |
| No log | 2.9577 | 210 | 0.7053 | 0.4600 | 0.7053 | 0.8398 |
| No log | 2.9859 | 212 | 0.7448 | 0.4755 | 0.7448 | 0.8630 |
| No log | 3.0141 | 214 | 0.9007 | 0.4014 | 0.9007 | 0.9491 |
| No log | 3.0423 | 216 | 0.9782 | 0.3690 | 0.9782 | 0.9890 |
| No log | 3.0704 | 218 | 0.9242 | 0.4234 | 0.9242 | 0.9614 |
| No log | 3.0986 | 220 | 0.8336 | 0.4468 | 0.8336 | 0.9130 |
| No log | 3.1268 | 222 | 0.8226 | 0.4770 | 0.8226 | 0.9070 |
| No log | 3.1549 | 224 | 0.8792 | 0.4718 | 0.8792 | 0.9377 |
| No log | 3.1831 | 226 | 0.8288 | 0.4801 | 0.8288 | 0.9104 |
| No log | 3.2113 | 228 | 0.6906 | 0.4977 | 0.6906 | 0.8310 |
| No log | 3.2394 | 230 | 0.6136 | 0.5466 | 0.6136 | 0.7833 |
| No log | 3.2676 | 232 | 0.6383 | 0.5316 | 0.6383 | 0.7989 |
| No log | 3.2958 | 234 | 0.7059 | 0.5036 | 0.7059 | 0.8402 |
| No log | 3.3239 | 236 | 0.7903 | 0.4922 | 0.7903 | 0.8890 |
| No log | 3.3521 | 238 | 0.8730 | 0.4629 | 0.8730 | 0.9343 |
| No log | 3.3803 | 240 | 1.0026 | 0.4159 | 1.0026 | 1.0013 |
| No log | 3.4085 | 242 | 1.0304 | 0.4073 | 1.0304 | 1.0151 |
| No log | 3.4366 | 244 | 0.9885 | 0.4347 | 0.9885 | 0.9942 |
| No log | 3.4648 | 246 | 0.8624 | 0.4645 | 0.8624 | 0.9286 |
| No log | 3.4930 | 248 | 0.7711 | 0.4420 | 0.7711 | 0.8781 |
| No log | 3.5211 | 250 | 0.7660 | 0.4697 | 0.7660 | 0.8752 |
| No log | 3.5493 | 252 | 0.8391 | 0.4651 | 0.8391 | 0.9160 |
| No log | 3.5775 | 254 | 0.8389 | 0.4785 | 0.8389 | 0.9159 |
| No log | 3.6056 | 256 | 0.7914 | 0.4824 | 0.7914 | 0.8896 |
| No log | 3.6338 | 258 | 0.7701 | 0.4867 | 0.7701 | 0.8775 |
| No log | 3.6620 | 260 | 0.7680 | 0.4867 | 0.7680 | 0.8764 |
| No log | 3.6901 | 262 | 0.7534 | 0.4831 | 0.7534 | 0.8680 |
| No log | 3.7183 | 264 | 0.7365 | 0.4707 | 0.7365 | 0.8582 |
| No log | 3.7465 | 266 | 0.7428 | 0.4707 | 0.7428 | 0.8618 |
| No log | 3.7746 | 268 | 0.7210 | 0.4857 | 0.7210 | 0.8491 |
| No log | 3.8028 | 270 | 0.6975 | 0.4882 | 0.6975 | 0.8352 |
| No log | 3.8310 | 272 | 0.7199 | 0.5032 | 0.7199 | 0.8485 |
| No log | 3.8592 | 274 | 0.7644 | 0.4969 | 0.7644 | 0.8743 |
| No log | 3.8873 | 276 | 0.8081 | 0.4692 | 0.8081 | 0.8989 |
| No log | 3.9155 | 278 | 0.8299 | 0.4584 | 0.8299 | 0.9110 |
| No log | 3.9437 | 280 | 0.8112 | 0.4527 | 0.8112 | 0.9007 |
| No log | 3.9718 | 282 | 0.7948 | 0.4527 | 0.7948 | 0.8915 |
| No log | 4.0 | 284 | 0.8041 | 0.4227 | 0.8041 | 0.8967 |
| No log | 4.0282 | 286 | 0.8099 | 0.4598 | 0.8099 | 0.8999 |
| No log | 4.0563 | 288 | 0.8028 | 0.4622 | 0.8028 | 0.8960 |
| No log | 4.0845 | 290 | 0.8013 | 0.4462 | 0.8013 | 0.8951 |
| No log | 4.1127 | 292 | 0.8173 | 0.4776 | 0.8173 | 0.9040 |
| No log | 4.1408 | 294 | 0.8287 | 0.4593 | 0.8287 | 0.9103 |
| No log | 4.1690 | 296 | 0.8528 | 0.4462 | 0.8528 | 0.9235 |
| No log | 4.1972 | 298 | 0.8880 | 0.4092 | 0.8880 | 0.9423 |
| No log | 4.2254 | 300 | 0.9282 | 0.4505 | 0.9282 | 0.9634 |
| No log | 4.2535 | 302 | 0.9965 | 0.4003 | 0.9965 | 0.9982 |
| No log | 4.2817 | 304 | 1.0060 | 0.3634 | 1.0060 | 1.0030 |
| No log | 4.3099 | 306 | 0.8991 | 0.4321 | 0.8991 | 0.9482 |
| No log | 4.3380 | 308 | 0.7924 | 0.4718 | 0.7924 | 0.8902 |
| No log | 4.3662 | 310 | 0.7891 | 0.4994 | 0.7891 | 0.8883 |
| No log | 4.3944 | 312 | 0.8018 | 0.5029 | 0.8018 | 0.8954 |
| No log | 4.4225 | 314 | 0.7653 | 0.5054 | 0.7653 | 0.8748 |
| No log | 4.4507 | 316 | 0.7285 | 0.5089 | 0.7285 | 0.8535 |
| No log | 4.4789 | 318 | 0.7055 | 0.5141 | 0.7055 | 0.8399 |
| No log | 4.5070 | 320 | 0.7147 | 0.5144 | 0.7147 | 0.8454 |
| No log | 4.5352 | 322 | 0.7702 | 0.4650 | 0.7702 | 0.8776 |
| No log | 4.5634 | 324 | 0.8254 | 0.4157 | 0.8254 | 0.9085 |
| No log | 4.5915 | 326 | 0.8141 | 0.4303 | 0.8141 | 0.9023 |
| No log | 4.6197 | 328 | 0.7845 | 0.4703 | 0.7845 | 0.8857 |
| No log | 4.6479 | 330 | 0.7610 | 0.4524 | 0.7610 | 0.8724 |
| No log | 4.6761 | 332 | 0.7344 | 0.4584 | 0.7344 | 0.8570 |
| No log | 4.7042 | 334 | 0.7048 | 0.4549 | 0.7048 | 0.8395 |
| No log | 4.7324 | 336 | 0.6881 | 0.4533 | 0.6881 | 0.8295 |
| No log | 4.7606 | 338 | 0.6868 | 0.5229 | 0.6868 | 0.8287 |
| No log | 4.7887 | 340 | 0.7033 | 0.5258 | 0.7033 | 0.8386 |
| No log | 4.8169 | 342 | 0.6908 | 0.5167 | 0.6908 | 0.8311 |
| No log | 4.8451 | 344 | 0.6749 | 0.4732 | 0.6749 | 0.8215 |
| No log | 4.8732 | 346 | 0.6806 | 0.4603 | 0.6806 | 0.8250 |
| No log | 4.9014 | 348 | 0.7074 | 0.4912 | 0.7074 | 0.8411 |
| No log | 4.9296 | 350 | 0.7400 | 0.4814 | 0.7400 | 0.8602 |
| No log | 4.9577 | 352 | 0.7358 | 0.4897 | 0.7358 | 0.8578 |
| No log | 4.9859 | 354 | 0.7332 | 0.4558 | 0.7332 | 0.8563 |
| No log | 5.0141 | 356 | 0.7605 | 0.4579 | 0.7605 | 0.8721 |
| No log | 5.0423 | 358 | 0.8155 | 0.4417 | 0.8155 | 0.9030 |
| No log | 5.0704 | 360 | 0.8335 | 0.4545 | 0.8335 | 0.9130 |
| No log | 5.0986 | 362 | 0.8032 | 0.4648 | 0.8032 | 0.8962 |
| No log | 5.1268 | 364 | 0.7817 | 0.4499 | 0.7817 | 0.8841 |
| No log | 5.1549 | 366 | 0.7662 | 0.4656 | 0.7662 | 0.8753 |
| No log | 5.1831 | 368 | 0.7551 | 0.4584 | 0.7551 | 0.8690 |
| No log | 5.2113 | 370 | 0.7423 | 0.4591 | 0.7423 | 0.8616 |
| No log | 5.2394 | 372 | 0.7284 | 0.4618 | 0.7284 | 0.8534 |
| No log | 5.2676 | 374 | 0.7510 | 0.4776 | 0.7510 | 0.8666 |
| No log | 5.2958 | 376 | 0.7852 | 0.48 | 0.7852 | 0.8861 |
| No log | 5.3239 | 378 | 0.7845 | 0.4966 | 0.7845 | 0.8857 |
| No log | 5.3521 | 380 | 0.7862 | 0.4700 | 0.7862 | 0.8867 |
| No log | 5.3803 | 382 | 0.7983 | 0.4829 | 0.7983 | 0.8935 |
| No log | 5.4085 | 384 | 0.8330 | 0.4549 | 0.8330 | 0.9127 |
| No log | 5.4366 | 386 | 0.8437 | 0.4549 | 0.8437 | 0.9185 |
| No log | 5.4648 | 388 | 0.8265 | 0.4753 | 0.8265 | 0.9091 |
| No log | 5.4930 | 390 | 0.8083 | 0.4484 | 0.8083 | 0.8991 |
| No log | 5.5211 | 392 | 0.8032 | 0.4412 | 0.8032 | 0.8962 |
| No log | 5.5493 | 394 | 0.7797 | 0.4416 | 0.7797 | 0.8830 |
| No log | 5.5775 | 396 | 0.7511 | 0.4640 | 0.7511 | 0.8667 |
| No log | 5.6056 | 398 | 0.7339 | 0.4697 | 0.7339 | 0.8567 |
| No log | 5.6338 | 400 | 0.7232 | 0.4812 | 0.7232 | 0.8504 |
| No log | 5.6620 | 402 | 0.7298 | 0.4674 | 0.7298 | 0.8543 |
| No log | 5.6901 | 404 | 0.7497 | 0.4669 | 0.7497 | 0.8659 |
| No log | 5.7183 | 406 | 0.7692 | 0.4895 | 0.7692 | 0.8771 |
| No log | 5.7465 | 408 | 0.7769 | 0.4912 | 0.7769 | 0.8814 |
| No log | 5.7746 | 410 | 0.7709 | 0.4936 | 0.7709 | 0.8780 |
| No log | 5.8028 | 412 | 0.7661 | 0.4752 | 0.7661 | 0.8753 |
| No log | 5.8310 | 414 | 0.7619 | 0.5048 | 0.7619 | 0.8728 |
| No log | 5.8592 | 416 | 0.7564 | 0.4808 | 0.7564 | 0.8697 |
| No log | 5.8873 | 418 | 0.7690 | 0.4752 | 0.7690 | 0.8769 |
| No log | 5.9155 | 420 | 0.7840 | 0.4463 | 0.7840 | 0.8854 |
| No log | 5.9437 | 422 | 0.7892 | 0.4494 | 0.7892 | 0.8883 |
| No log | 5.9718 | 424 | 0.7885 | 0.4565 | 0.7885 | 0.8880 |
| No log | 6.0 | 426 | 0.7847 | 0.4618 | 0.7847 | 0.8858 |
| No log | 6.0282 | 428 | 0.7828 | 0.4635 | 0.7828 | 0.8848 |
| No log | 6.0563 | 430 | 0.7676 | 0.5088 | 0.7676 | 0.8761 |
| No log | 6.0845 | 432 | 0.7549 | 0.4978 | 0.7549 | 0.8688 |
| No log | 6.1127 | 434 | 0.7534 | 0.5008 | 0.7534 | 0.8680 |
| No log | 6.1408 | 436 | 0.7686 | 0.5008 | 0.7686 | 0.8767 |
| No log | 6.1690 | 438 | 0.7693 | 0.5159 | 0.7693 | 0.8771 |
| No log | 6.1972 | 440 | 0.7824 | 0.5185 | 0.7824 | 0.8845 |
| No log | 6.2254 | 442 | 0.8006 | 0.5176 | 0.8006 | 0.8948 |
| No log | 6.2535 | 444 | 0.8129 | 0.5138 | 0.8129 | 0.9016 |
| No log | 6.2817 | 446 | 0.8167 | 0.4928 | 0.8167 | 0.9037 |
| No log | 6.3099 | 448 | 0.8127 | 0.4600 | 0.8127 | 0.9015 |
| No log | 6.3380 | 450 | 0.7902 | 0.4747 | 0.7902 | 0.8889 |
| No log | 6.3662 | 452 | 0.7643 | 0.5019 | 0.7643 | 0.8743 |
| No log | 6.3944 | 454 | 0.7648 | 0.4900 | 0.7648 | 0.8745 |
| No log | 6.4225 | 456 | 0.7787 | 0.5127 | 0.7787 | 0.8824 |
| No log | 6.4507 | 458 | 0.7822 | 0.5133 | 0.7822 | 0.8844 |
| No log | 6.4789 | 460 | 0.7882 | 0.4978 | 0.7882 | 0.8878 |
| No log | 6.5070 | 462 | 0.7817 | 0.5072 | 0.7817 | 0.8842 |
| No log | 6.5352 | 464 | 0.7779 | 0.4812 | 0.7779 | 0.8820 |
| No log | 6.5634 | 466 | 0.7898 | 0.4644 | 0.7898 | 0.8887 |
| No log | 6.5915 | 468 | 0.8019 | 0.4613 | 0.8019 | 0.8955 |
| No log | 6.6197 | 470 | 0.7974 | 0.4653 | 0.7974 | 0.8930 |
| No log | 6.6479 | 472 | 0.7832 | 0.4957 | 0.7832 | 0.8850 |
| No log | 6.6761 | 474 | 0.7754 | 0.5094 | 0.7754 | 0.8806 |
| No log | 6.7042 | 476 | 0.7768 | 0.5094 | 0.7768 | 0.8813 |
| No log | 6.7324 | 478 | 0.7782 | 0.5019 | 0.7782 | 0.8822 |
| No log | 6.7606 | 480 | 0.7922 | 0.4801 | 0.7922 | 0.8901 |
| No log | 6.7887 | 482 | 0.8155 | 0.4575 | 0.8155 | 0.9030 |
| No log | 6.8169 | 484 | 0.8497 | 0.4017 | 0.8497 | 0.9218 |
| No log | 6.8451 | 486 | 0.8712 | 0.4001 | 0.8712 | 0.9334 |
| No log | 6.8732 | 488 | 0.8771 | 0.4001 | 0.8771 | 0.9365 |
| No log | 6.9014 | 490 | 0.8586 | 0.4250 | 0.8586 | 0.9266 |
| No log | 6.9296 | 492 | 0.8440 | 0.4392 | 0.8440 | 0.9187 |
| No log | 6.9577 | 494 | 0.8389 | 0.4618 | 0.8389 | 0.9159 |
| No log | 6.9859 | 496 | 0.8372 | 0.4737 | 0.8372 | 0.9150 |
| No log | 7.0141 | 498 | 0.8305 | 0.4742 | 0.8305 | 0.9113 |
| 0.4759 | 7.0423 | 500 | 0.8286 | 0.4512 | 0.8286 | 0.9103 |
| 0.4759 | 7.0704 | 502 | 0.8172 | 0.4459 | 0.8172 | 0.9040 |
| 0.4759 | 7.0986 | 504 | 0.7987 | 0.4389 | 0.7987 | 0.8937 |
| 0.4759 | 7.1268 | 506 | 0.7859 | 0.4444 | 0.7859 | 0.8865 |
| 0.4759 | 7.1549 | 508 | 0.7866 | 0.4355 | 0.7866 | 0.8869 |
| 0.4759 | 7.1831 | 510 | 0.7907 | 0.4590 | 0.7907 | 0.8892 |
| 0.4759 | 7.2113 | 512 | 0.8076 | 0.4658 | 0.8076 | 0.8987 |
| 0.4759 | 7.2394 | 514 | 0.8297 | 0.4479 | 0.8297 | 0.9109 |
| 0.4759 | 7.2676 | 516 | 0.8519 | 0.4562 | 0.8519 | 0.9230 |
| 0.4759 | 7.2958 | 518 | 0.8507 | 0.4562 | 0.8507 | 0.9223 |
| 0.4759 | 7.3239 | 520 | 0.8392 | 0.4742 | 0.8392 | 0.9161 |
| 0.4759 | 7.3521 | 522 | 0.8301 | 0.4742 | 0.8301 | 0.9111 |
| 0.4759 | 7.3803 | 524 | 0.8248 | 0.4689 | 0.8248 | 0.9082 |
| 0.4759 | 7.4085 | 526 | 0.8189 | 0.4689 | 0.8189 | 0.9050 |
| 0.4759 | 7.4366 | 528 | 0.8049 | 0.4742 | 0.8049 | 0.8972 |
| 0.4759 | 7.4648 | 530 | 0.7932 | 0.4730 | 0.7932 | 0.8906 |
| 0.4759 | 7.4930 | 532 | 0.7783 | 0.4658 | 0.7783 | 0.8822 |
| 0.4759 | 7.5211 | 534 | 0.7769 | 0.4658 | 0.7769 | 0.8814 |
| 0.4759 | 7.5493 | 536 | 0.7778 | 0.4795 | 0.7778 | 0.8819 |
| 0.4759 | 7.5775 | 538 | 0.7784 | 0.4875 | 0.7784 | 0.8823 |
| 0.4759 | 7.6056 | 540 | 0.7702 | 0.4885 | 0.7702 | 0.8776 |
| 0.4759 | 7.6338 | 542 | 0.7651 | 0.5213 | 0.7651 | 0.8747 |
| 0.4759 | 7.6620 | 544 | 0.7698 | 0.5213 | 0.7698 | 0.8774 |
| 0.4759 | 7.6901 | 546 | 0.7651 | 0.5091 | 0.7651 | 0.8747 |
| 0.4759 | 7.7183 | 548 | 0.7574 | 0.5129 | 0.7574 | 0.8703 |
| 0.4759 | 7.7465 | 550 | 0.7624 | 0.4869 | 0.7624 | 0.8731 |
| 0.4759 | 7.7746 | 552 | 0.7619 | 0.5058 | 0.7619 | 0.8729 |
| 0.4759 | 7.8028 | 554 | 0.7610 | 0.4905 | 0.7610 | 0.8724 |
| 0.4759 | 7.8310 | 556 | 0.7474 | 0.5066 | 0.7474 | 0.8645 |
| 0.4759 | 7.8592 | 558 | 0.7239 | 0.4877 | 0.7239 | 0.8508 |
| 0.4759 | 7.8873 | 560 | 0.7071 | 0.4895 | 0.7071 | 0.8409 |
| 0.4759 | 7.9155 | 562 | 0.6995 | 0.5058 | 0.6995 | 0.8363 |
| 0.4759 | 7.9437 | 564 | 0.6943 | 0.5058 | 0.6943 | 0.8333 |
| 0.4759 | 7.9718 | 566 | 0.6934 | 0.5195 | 0.6934 | 0.8327 |
| 0.4759 | 8.0 | 568 | 0.7027 | 0.4978 | 0.7027 | 0.8383 |
| 0.4759 | 8.0282 | 570 | 0.7168 | 0.4820 | 0.7168 | 0.8467 |
| 0.4759 | 8.0563 | 572 | 0.7333 | 0.5 | 0.7333 | 0.8563 |
| 0.4759 | 8.0845 | 574 | 0.7416 | 0.4992 | 0.7416 | 0.8612 |
| 0.4759 | 8.1127 | 576 | 0.7452 | 0.4992 | 0.7452 | 0.8633 |
| 0.4759 | 8.1408 | 578 | 0.7523 | 0.4983 | 0.7523 | 0.8673 |
| 0.4759 | 8.1690 | 580 | 0.7523 | 0.5017 | 0.7523 | 0.8674 |
| 0.4759 | 8.1972 | 582 | 0.7534 | 0.4905 | 0.7534 | 0.8680 |
| 0.4759 | 8.2254 | 584 | 0.7565 | 0.4767 | 0.7565 | 0.8698 |
| 0.4759 | 8.2535 | 586 | 0.7600 | 0.5066 | 0.7600 | 0.8718 |
| 0.4759 | 8.2817 | 588 | 0.7645 | 0.5066 | 0.7645 | 0.8744 |
| 0.4759 | 8.3099 | 590 | 0.7709 | 0.4952 | 0.7709 | 0.8780 |
| 0.4759 | 8.3380 | 592 | 0.7791 | 0.4753 | 0.7791 | 0.8826 |
| 0.4759 | 8.3662 | 594 | 0.7867 | 0.4753 | 0.7867 | 0.8870 |
| 0.4759 | 8.3944 | 596 | 0.7921 | 0.4753 | 0.7921 | 0.8900 |
| 0.4759 | 8.4225 | 598 | 0.7964 | 0.4753 | 0.7964 | 0.8924 |
| 0.4759 | 8.4507 | 600 | 0.8005 | 0.4730 | 0.8005 | 0.8947 |
| 0.4759 | 8.4789 | 602 | 0.8023 | 0.4815 | 0.8023 | 0.8957 |
| 0.4759 | 8.5070 | 604 | 0.7962 | 0.4890 | 0.7962 | 0.8923 |
| 0.4759 | 8.5352 | 606 | 0.7866 | 0.4962 | 0.7866 | 0.8869 |
| 0.4759 | 8.5634 | 608 | 0.7803 | 0.5 | 0.7803 | 0.8834 |
| 0.4759 | 8.5915 | 610 | 0.7811 | 0.4914 | 0.7811 | 0.8838 |
| 0.4759 | 8.6197 | 612 | 0.7833 | 0.4914 | 0.7833 | 0.8850 |
| 0.4759 | 8.6479 | 614 | 0.7827 | 0.4914 | 0.7827 | 0.8847 |
| 0.4759 | 8.6761 | 616 | 0.7799 | 0.4992 | 0.7799 | 0.8831 |
| 0.4759 | 8.7042 | 618 | 0.7780 | 0.4812 | 0.7780 | 0.8820 |
| 0.4759 | 8.7324 | 620 | 0.7773 | 0.4992 | 0.7773 | 0.8817 |
| 0.4759 | 8.7606 | 622 | 0.7790 | 0.4992 | 0.7790 | 0.8826 |
| 0.4759 | 8.7887 | 624 | 0.7806 | 0.4992 | 0.7806 | 0.8835 |
| 0.4759 | 8.8169 | 626 | 0.7791 | 0.4992 | 0.7791 | 0.8827 |
| 0.4759 | 8.8451 | 628 | 0.7778 | 0.4992 | 0.7778 | 0.8819 |
| 0.4759 | 8.8732 | 630 | 0.7740 | 0.4642 | 0.7740 | 0.8798 |
| 0.4759 | 8.9014 | 632 | 0.7714 | 0.4642 | 0.7714 | 0.8783 |
| 0.4759 | 8.9296 | 634 | 0.7673 | 0.4642 | 0.7673 | 0.8760 |
| 0.4759 | 8.9577 | 636 | 0.7635 | 0.4642 | 0.7635 | 0.8738 |
| 0.4759 | 8.9859 | 638 | 0.7626 | 0.4642 | 0.7626 | 0.8733 |
| 0.4759 | 9.0141 | 640 | 0.7620 | 0.5008 | 0.7620 | 0.8729 |
| 0.4759 | 9.0423 | 642 | 0.7614 | 0.5 | 0.7614 | 0.8726 |
| 0.4759 | 9.0704 | 644 | 0.7612 | 0.5017 | 0.7612 | 0.8725 |
| 0.4759 | 9.0986 | 646 | 0.7609 | 0.5017 | 0.7609 | 0.8723 |
| 0.4759 | 9.1268 | 648 | 0.7603 | 0.4647 | 0.7603 | 0.8720 |
| 0.4759 | 9.1549 | 650 | 0.7635 | 0.4665 | 0.7635 | 0.8738 |
| 0.4759 | 9.1831 | 652 | 0.7641 | 0.4665 | 0.7641 | 0.8741 |
| 0.4759 | 9.2113 | 654 | 0.7641 | 0.4822 | 0.7641 | 0.8741 |
| 0.4759 | 9.2394 | 656 | 0.7683 | 0.4822 | 0.7683 | 0.8765 |
| 0.4759 | 9.2676 | 658 | 0.7708 | 0.4912 | 0.7708 | 0.8780 |
| 0.4759 | 9.2958 | 660 | 0.7724 | 0.4912 | 0.7724 | 0.8789 |
| 0.4759 | 9.3239 | 662 | 0.7739 | 0.4912 | 0.7739 | 0.8797 |
| 0.4759 | 9.3521 | 664 | 0.7734 | 0.4795 | 0.7734 | 0.8794 |
| 0.4759 | 9.3803 | 666 | 0.7749 | 0.4795 | 0.7749 | 0.8803 |
| 0.4759 | 9.4085 | 668 | 0.7763 | 0.4795 | 0.7763 | 0.8811 |
| 0.4759 | 9.4366 | 670 | 0.7790 | 0.4795 | 0.7790 | 0.8826 |
| 0.4759 | 9.4648 | 672 | 0.7816 | 0.4742 | 0.7816 | 0.8841 |
| 0.4759 | 9.4930 | 674 | 0.7839 | 0.4742 | 0.7839 | 0.8854 |
| 0.4759 | 9.5211 | 676 | 0.7840 | 0.4795 | 0.7840 | 0.8854 |
| 0.4759 | 9.5493 | 678 | 0.7823 | 0.4795 | 0.7823 | 0.8845 |
| 0.4759 | 9.5775 | 680 | 0.7776 | 0.4725 | 0.7776 | 0.8818 |
| 0.4759 | 9.6056 | 682 | 0.7724 | 0.4725 | 0.7724 | 0.8789 |
| 0.4759 | 9.6338 | 684 | 0.7674 | 0.4832 | 0.7674 | 0.8760 |
| 0.4759 | 9.6620 | 686 | 0.7620 | 0.4832 | 0.7620 | 0.8729 |
| 0.4759 | 9.6901 | 688 | 0.7586 | 0.4822 | 0.7586 | 0.8710 |
| 0.4759 | 9.7183 | 690 | 0.7561 | 0.4822 | 0.7561 | 0.8695 |
| 0.4759 | 9.7465 | 692 | 0.7542 | 0.4822 | 0.7542 | 0.8684 |
| 0.4759 | 9.7746 | 694 | 0.7522 | 0.4822 | 0.7522 | 0.8673 |
| 0.4759 | 9.8028 | 696 | 0.7500 | 0.4822 | 0.7500 | 0.8660 |
| 0.4759 | 9.8310 | 698 | 0.7480 | 0.4822 | 0.7480 | 0.8649 |
| 0.4759 | 9.8592 | 700 | 0.7467 | 0.4750 | 0.7467 | 0.8641 |
| 0.4759 | 9.8873 | 702 | 0.7463 | 0.4678 | 0.7463 | 0.8639 |
| 0.4759 | 9.9155 | 704 | 0.7461 | 0.4678 | 0.7461 | 0.8638 |
| 0.4759 | 9.9437 | 706 | 0.7462 | 0.4678 | 0.7462 | 0.8638 |
| 0.4759 | 9.9718 | 708 | 0.7463 | 0.4678 | 0.7463 | 0.8639 |
| 0.4759 | 10.0 | 710 | 0.7464 | 0.4678 | 0.7464 | 0.8639 |
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_run3_AugV5_k14_task2_organization
Base model
aubmindlab/bert-base-arabertv02