Instructions to use MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k15_task5_organization with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k15_task5_organization with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k15_task5_organization")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k15_task5_organization") model = AutoModelForSequenceClassification.from_pretrained("MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k15_task5_organization", device_map="auto") - Notebooks
- Google Colab
- Kaggle
ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k15_task5_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: 0.7722
- Qwk: 0.7484
- Mse: 0.7722
- Rmse: 0.8787
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 | 2.1908 | 0.0088 | 2.1908 | 1.4801 |
| No log | 0.0563 | 4 | 1.5804 | 0.1047 | 1.5804 | 1.2572 |
| No log | 0.0845 | 6 | 1.4393 | 0.1232 | 1.4393 | 1.1997 |
| No log | 0.1127 | 8 | 1.3405 | 0.1037 | 1.3405 | 1.1578 |
| No log | 0.1408 | 10 | 1.2632 | 0.1959 | 1.2632 | 1.1239 |
| No log | 0.1690 | 12 | 1.1764 | 0.2743 | 1.1764 | 1.0846 |
| No log | 0.1972 | 14 | 1.1842 | 0.3417 | 1.1842 | 1.0882 |
| No log | 0.2254 | 16 | 1.1364 | 0.3390 | 1.1364 | 1.0660 |
| No log | 0.2535 | 18 | 1.1168 | 0.3452 | 1.1168 | 1.0568 |
| No log | 0.2817 | 20 | 1.0919 | 0.3703 | 1.0919 | 1.0450 |
| No log | 0.3099 | 22 | 1.0723 | 0.4185 | 1.0723 | 1.0355 |
| No log | 0.3380 | 24 | 1.0597 | 0.4028 | 1.0597 | 1.0294 |
| No log | 0.3662 | 26 | 1.0901 | 0.4071 | 1.0901 | 1.0441 |
| No log | 0.3944 | 28 | 1.0916 | 0.3954 | 1.0916 | 1.0448 |
| No log | 0.4225 | 30 | 1.0996 | 0.3551 | 1.0996 | 1.0486 |
| No log | 0.4507 | 32 | 1.1731 | 0.3761 | 1.1731 | 1.0831 |
| No log | 0.4789 | 34 | 1.1253 | 0.4640 | 1.1253 | 1.0608 |
| No log | 0.5070 | 36 | 1.0354 | 0.4460 | 1.0354 | 1.0175 |
| No log | 0.5352 | 38 | 1.0297 | 0.4538 | 1.0297 | 1.0147 |
| No log | 0.5634 | 40 | 1.0022 | 0.5178 | 1.0022 | 1.0011 |
| No log | 0.5915 | 42 | 1.3087 | 0.3823 | 1.3087 | 1.1440 |
| No log | 0.6197 | 44 | 1.8606 | 0.2039 | 1.8606 | 1.3640 |
| No log | 0.6479 | 46 | 2.0002 | 0.0868 | 2.0002 | 1.4143 |
| No log | 0.6761 | 48 | 2.0872 | -0.1705 | 2.0872 | 1.4447 |
| No log | 0.7042 | 50 | 1.8636 | -0.0964 | 1.8636 | 1.3651 |
| No log | 0.7324 | 52 | 1.4850 | 0.1799 | 1.4850 | 1.2186 |
| No log | 0.7606 | 54 | 1.2324 | 0.3154 | 1.2324 | 1.1102 |
| No log | 0.7887 | 56 | 1.1665 | 0.3284 | 1.1665 | 1.0800 |
| No log | 0.8169 | 58 | 1.1201 | 0.3994 | 1.1201 | 1.0583 |
| No log | 0.8451 | 60 | 1.0502 | 0.4531 | 1.0502 | 1.0248 |
| No log | 0.8732 | 62 | 1.0407 | 0.3964 | 1.0407 | 1.0202 |
| No log | 0.9014 | 64 | 1.0900 | 0.4064 | 1.0900 | 1.0440 |
| No log | 0.9296 | 66 | 1.2380 | 0.3791 | 1.2380 | 1.1126 |
| No log | 0.9577 | 68 | 1.4766 | 0.3662 | 1.4766 | 1.2152 |
| No log | 0.9859 | 70 | 1.4249 | 0.3578 | 1.4249 | 1.1937 |
| No log | 1.0141 | 72 | 1.1180 | 0.4005 | 1.1180 | 1.0574 |
| No log | 1.0423 | 74 | 1.0204 | 0.5424 | 1.0204 | 1.0102 |
| No log | 1.0704 | 76 | 1.0176 | 0.5073 | 1.0176 | 1.0088 |
| No log | 1.0986 | 78 | 1.0060 | 0.5064 | 1.0060 | 1.0030 |
| No log | 1.1268 | 80 | 1.0492 | 0.4891 | 1.0492 | 1.0243 |
| No log | 1.1549 | 82 | 1.2064 | 0.3544 | 1.2064 | 1.0984 |
| No log | 1.1831 | 84 | 1.3537 | 0.3532 | 1.3537 | 1.1635 |
| No log | 1.2113 | 86 | 1.2258 | 0.3244 | 1.2258 | 1.1071 |
| No log | 1.2394 | 88 | 1.0408 | 0.4088 | 1.0408 | 1.0202 |
| No log | 1.2676 | 90 | 0.9556 | 0.5266 | 0.9556 | 0.9775 |
| No log | 1.2958 | 92 | 0.9450 | 0.5583 | 0.9450 | 0.9721 |
| No log | 1.3239 | 94 | 0.9401 | 0.5548 | 0.9401 | 0.9696 |
| No log | 1.3521 | 96 | 0.9516 | 0.5639 | 0.9516 | 0.9755 |
| No log | 1.3803 | 98 | 0.9544 | 0.5825 | 0.9544 | 0.9769 |
| No log | 1.4085 | 100 | 0.9610 | 0.5435 | 0.9610 | 0.9803 |
| No log | 1.4366 | 102 | 0.9913 | 0.5125 | 0.9913 | 0.9956 |
| No log | 1.4648 | 104 | 0.9427 | 0.5540 | 0.9427 | 0.9709 |
| No log | 1.4930 | 106 | 0.9679 | 0.5506 | 0.9679 | 0.9838 |
| No log | 1.5211 | 108 | 1.1831 | 0.4800 | 1.1831 | 1.0877 |
| No log | 1.5493 | 110 | 1.3089 | 0.4582 | 1.3089 | 1.1441 |
| No log | 1.5775 | 112 | 1.1412 | 0.4783 | 1.1412 | 1.0683 |
| No log | 1.6056 | 114 | 0.9578 | 0.5662 | 0.9578 | 0.9787 |
| No log | 1.6338 | 116 | 0.9051 | 0.5330 | 0.9051 | 0.9514 |
| No log | 1.6620 | 118 | 0.9239 | 0.5294 | 0.9239 | 0.9612 |
| No log | 1.6901 | 120 | 0.9166 | 0.5294 | 0.9166 | 0.9574 |
| No log | 1.7183 | 122 | 0.8900 | 0.5563 | 0.8900 | 0.9434 |
| No log | 1.7465 | 124 | 0.9389 | 0.5805 | 0.9389 | 0.9690 |
| No log | 1.7746 | 126 | 1.2130 | 0.5228 | 1.2130 | 1.1014 |
| No log | 1.8028 | 128 | 1.4836 | 0.5303 | 1.4836 | 1.2180 |
| No log | 1.8310 | 130 | 1.4834 | 0.5433 | 1.4834 | 1.2180 |
| No log | 1.8592 | 132 | 1.2987 | 0.4990 | 1.2987 | 1.1396 |
| No log | 1.8873 | 134 | 1.1111 | 0.4950 | 1.1111 | 1.0541 |
| No log | 1.9155 | 136 | 0.9670 | 0.4883 | 0.9670 | 0.9834 |
| No log | 1.9437 | 138 | 0.9372 | 0.5034 | 0.9372 | 0.9681 |
| No log | 1.9718 | 140 | 0.9710 | 0.5317 | 0.9710 | 0.9854 |
| No log | 2.0 | 142 | 1.1527 | 0.5444 | 1.1527 | 1.0736 |
| No log | 2.0282 | 144 | 1.4034 | 0.5164 | 1.4034 | 1.1846 |
| No log | 2.0563 | 146 | 1.4344 | 0.5255 | 1.4344 | 1.1977 |
| No log | 2.0845 | 148 | 1.3128 | 0.5402 | 1.3128 | 1.1458 |
| No log | 2.1127 | 150 | 1.1609 | 0.5946 | 1.1609 | 1.0775 |
| No log | 2.1408 | 152 | 1.0404 | 0.5935 | 1.0404 | 1.0200 |
| No log | 2.1690 | 154 | 0.9102 | 0.5769 | 0.9102 | 0.9541 |
| No log | 2.1972 | 156 | 0.8668 | 0.5994 | 0.8668 | 0.9310 |
| No log | 2.2254 | 158 | 0.8769 | 0.5878 | 0.8769 | 0.9364 |
| No log | 2.2535 | 160 | 0.9096 | 0.5987 | 0.9096 | 0.9537 |
| No log | 2.2817 | 162 | 0.9153 | 0.5987 | 0.9153 | 0.9567 |
| No log | 2.3099 | 164 | 0.8608 | 0.6232 | 0.8608 | 0.9278 |
| No log | 2.3380 | 166 | 0.8243 | 0.6339 | 0.8243 | 0.9079 |
| No log | 2.3662 | 168 | 0.8363 | 0.6361 | 0.8363 | 0.9145 |
| No log | 2.3944 | 170 | 0.9644 | 0.6374 | 0.9644 | 0.9821 |
| No log | 2.4225 | 172 | 1.1730 | 0.5890 | 1.1730 | 1.0830 |
| No log | 2.4507 | 174 | 1.2237 | 0.5870 | 1.2237 | 1.1062 |
| No log | 2.4789 | 176 | 1.0667 | 0.5768 | 1.0667 | 1.0328 |
| No log | 2.5070 | 178 | 0.9922 | 0.5647 | 0.9922 | 0.9961 |
| No log | 2.5352 | 180 | 0.9415 | 0.5420 | 0.9415 | 0.9703 |
| No log | 2.5634 | 182 | 0.9962 | 0.5433 | 0.9962 | 0.9981 |
| No log | 2.5915 | 184 | 1.1832 | 0.5129 | 1.1832 | 1.0878 |
| No log | 2.6197 | 186 | 1.2906 | 0.4932 | 1.2906 | 1.1360 |
| No log | 2.6479 | 188 | 1.3402 | 0.4999 | 1.3402 | 1.1577 |
| No log | 2.6761 | 190 | 1.2799 | 0.5031 | 1.2799 | 1.1313 |
| No log | 2.7042 | 192 | 1.2919 | 0.4928 | 1.2919 | 1.1366 |
| No log | 2.7324 | 194 | 1.3619 | 0.4922 | 1.3619 | 1.1670 |
| No log | 2.7606 | 196 | 1.2166 | 0.4962 | 1.2166 | 1.1030 |
| No log | 2.7887 | 198 | 1.0388 | 0.5291 | 1.0388 | 1.0192 |
| No log | 2.8169 | 200 | 1.0244 | 0.5291 | 1.0244 | 1.0121 |
| No log | 2.8451 | 202 | 0.9736 | 0.5684 | 0.9736 | 0.9867 |
| No log | 2.8732 | 204 | 0.8932 | 0.6369 | 0.8932 | 0.9451 |
| No log | 2.9014 | 206 | 0.8638 | 0.6734 | 0.8638 | 0.9294 |
| No log | 2.9296 | 208 | 0.8870 | 0.6495 | 0.8870 | 0.9418 |
| No log | 2.9577 | 210 | 0.9033 | 0.6420 | 0.9033 | 0.9504 |
| No log | 2.9859 | 212 | 0.9298 | 0.6157 | 0.9298 | 0.9642 |
| No log | 3.0141 | 214 | 0.8644 | 0.6227 | 0.8644 | 0.9297 |
| No log | 3.0423 | 216 | 0.8289 | 0.6476 | 0.8289 | 0.9104 |
| No log | 3.0704 | 218 | 0.8077 | 0.6561 | 0.8077 | 0.8987 |
| No log | 3.0986 | 220 | 0.7902 | 0.6530 | 0.7902 | 0.8889 |
| No log | 3.1268 | 222 | 0.7623 | 0.6662 | 0.7623 | 0.8731 |
| No log | 3.1549 | 224 | 0.7678 | 0.6752 | 0.7678 | 0.8762 |
| No log | 3.1831 | 226 | 0.7986 | 0.6732 | 0.7986 | 0.8937 |
| No log | 3.2113 | 228 | 0.8232 | 0.6732 | 0.8232 | 0.9073 |
| No log | 3.2394 | 230 | 0.8027 | 0.6882 | 0.8027 | 0.8960 |
| No log | 3.2676 | 232 | 0.7669 | 0.7082 | 0.7669 | 0.8757 |
| No log | 3.2958 | 234 | 0.7927 | 0.6882 | 0.7927 | 0.8903 |
| No log | 3.3239 | 236 | 0.9241 | 0.6519 | 0.9241 | 0.9613 |
| No log | 3.3521 | 238 | 1.0213 | 0.6497 | 1.0213 | 1.0106 |
| No log | 3.3803 | 240 | 0.9700 | 0.6486 | 0.9700 | 0.9849 |
| No log | 3.4085 | 242 | 0.8296 | 0.6732 | 0.8296 | 0.9108 |
| No log | 3.4366 | 244 | 0.7751 | 0.6653 | 0.7751 | 0.8804 |
| No log | 3.4648 | 246 | 0.7448 | 0.6879 | 0.7448 | 0.8630 |
| No log | 3.4930 | 248 | 0.7663 | 0.6879 | 0.7663 | 0.8754 |
| No log | 3.5211 | 250 | 0.9031 | 0.6759 | 0.9031 | 0.9503 |
| No log | 3.5493 | 252 | 1.0775 | 0.6023 | 1.0775 | 1.0380 |
| No log | 3.5775 | 254 | 1.0907 | 0.6131 | 1.0907 | 1.0443 |
| No log | 3.6056 | 256 | 0.9522 | 0.6714 | 0.9522 | 0.9758 |
| No log | 3.6338 | 258 | 0.7973 | 0.7066 | 0.7973 | 0.8929 |
| No log | 3.6620 | 260 | 0.7216 | 0.7228 | 0.7216 | 0.8494 |
| No log | 3.6901 | 262 | 0.7219 | 0.7252 | 0.7219 | 0.8497 |
| No log | 3.7183 | 264 | 0.7442 | 0.7151 | 0.7442 | 0.8627 |
| No log | 3.7465 | 266 | 0.8048 | 0.7004 | 0.8048 | 0.8971 |
| No log | 3.7746 | 268 | 0.9020 | 0.6956 | 0.9020 | 0.9498 |
| No log | 3.8028 | 270 | 0.9965 | 0.6545 | 0.9965 | 0.9983 |
| No log | 3.8310 | 272 | 0.9416 | 0.6546 | 0.9416 | 0.9703 |
| No log | 3.8592 | 274 | 0.8194 | 0.6797 | 0.8194 | 0.9052 |
| No log | 3.8873 | 276 | 0.7195 | 0.7072 | 0.7195 | 0.8483 |
| No log | 3.9155 | 278 | 0.7023 | 0.6883 | 0.7023 | 0.8380 |
| No log | 3.9437 | 280 | 0.7023 | 0.7047 | 0.7023 | 0.8380 |
| No log | 3.9718 | 282 | 0.7419 | 0.7153 | 0.7419 | 0.8614 |
| No log | 4.0 | 284 | 0.8350 | 0.6949 | 0.8350 | 0.9138 |
| No log | 4.0282 | 286 | 0.9849 | 0.6447 | 0.9849 | 0.9924 |
| No log | 4.0563 | 288 | 0.9942 | 0.6284 | 0.9942 | 0.9971 |
| No log | 4.0845 | 290 | 0.9071 | 0.6535 | 0.9071 | 0.9524 |
| No log | 4.1127 | 292 | 0.7840 | 0.7175 | 0.7840 | 0.8855 |
| No log | 4.1408 | 294 | 0.7278 | 0.6973 | 0.7278 | 0.8531 |
| No log | 4.1690 | 296 | 0.7284 | 0.6891 | 0.7284 | 0.8535 |
| No log | 4.1972 | 298 | 0.7534 | 0.6454 | 0.7534 | 0.8680 |
| No log | 4.2254 | 300 | 0.8177 | 0.6575 | 0.8177 | 0.9043 |
| No log | 4.2535 | 302 | 0.9137 | 0.5667 | 0.9137 | 0.9559 |
| No log | 4.2817 | 304 | 0.9706 | 0.5831 | 0.9706 | 0.9852 |
| No log | 4.3099 | 306 | 0.9267 | 0.5903 | 0.9267 | 0.9626 |
| No log | 4.3380 | 308 | 0.8508 | 0.6678 | 0.8508 | 0.9224 |
| No log | 4.3662 | 310 | 0.7947 | 0.6656 | 0.7947 | 0.8914 |
| No log | 4.3944 | 312 | 0.7773 | 0.7039 | 0.7773 | 0.8817 |
| No log | 4.4225 | 314 | 0.7742 | 0.7089 | 0.7742 | 0.8799 |
| No log | 4.4507 | 316 | 0.7334 | 0.7035 | 0.7334 | 0.8564 |
| No log | 4.4789 | 318 | 0.7207 | 0.7025 | 0.7207 | 0.8490 |
| No log | 4.5070 | 320 | 0.7259 | 0.7025 | 0.7259 | 0.8520 |
| No log | 4.5352 | 322 | 0.7466 | 0.6941 | 0.7466 | 0.8641 |
| No log | 4.5634 | 324 | 0.7878 | 0.7199 | 0.7878 | 0.8876 |
| No log | 4.5915 | 326 | 0.8004 | 0.7039 | 0.8004 | 0.8946 |
| No log | 4.6197 | 328 | 0.8210 | 0.6830 | 0.8210 | 0.9061 |
| No log | 4.6479 | 330 | 0.8435 | 0.6489 | 0.8435 | 0.9184 |
| No log | 4.6761 | 332 | 0.8159 | 0.6608 | 0.8159 | 0.9033 |
| No log | 4.7042 | 334 | 0.8031 | 0.6677 | 0.8031 | 0.8962 |
| No log | 4.7324 | 336 | 0.8147 | 0.6697 | 0.8147 | 0.9026 |
| No log | 4.7606 | 338 | 0.7979 | 0.7108 | 0.7979 | 0.8933 |
| No log | 4.7887 | 340 | 0.7535 | 0.6625 | 0.7535 | 0.8681 |
| No log | 4.8169 | 342 | 0.7275 | 0.6792 | 0.7275 | 0.8530 |
| No log | 4.8451 | 344 | 0.7403 | 0.7070 | 0.7403 | 0.8604 |
| No log | 4.8732 | 346 | 0.8149 | 0.6986 | 0.8149 | 0.9027 |
| No log | 4.9014 | 348 | 0.9376 | 0.6711 | 0.9376 | 0.9683 |
| No log | 4.9296 | 350 | 0.9576 | 0.6711 | 0.9576 | 0.9786 |
| No log | 4.9577 | 352 | 0.8916 | 0.6782 | 0.8916 | 0.9442 |
| No log | 4.9859 | 354 | 0.8113 | 0.7090 | 0.8113 | 0.9007 |
| No log | 5.0141 | 356 | 0.7592 | 0.7227 | 0.7592 | 0.8713 |
| No log | 5.0423 | 358 | 0.7324 | 0.6754 | 0.7324 | 0.8558 |
| No log | 5.0704 | 360 | 0.7299 | 0.6754 | 0.7299 | 0.8544 |
| No log | 5.0986 | 362 | 0.7438 | 0.6622 | 0.7438 | 0.8624 |
| No log | 5.1268 | 364 | 0.7637 | 0.6881 | 0.7637 | 0.8739 |
| No log | 5.1549 | 366 | 0.8073 | 0.6744 | 0.8073 | 0.8985 |
| No log | 5.1831 | 368 | 0.8178 | 0.6780 | 0.8178 | 0.9043 |
| No log | 5.2113 | 370 | 0.8339 | 0.6634 | 0.8339 | 0.9132 |
| No log | 5.2394 | 372 | 0.7875 | 0.7122 | 0.7875 | 0.8874 |
| No log | 5.2676 | 374 | 0.7216 | 0.6559 | 0.7216 | 0.8494 |
| No log | 5.2958 | 376 | 0.7058 | 0.6836 | 0.7058 | 0.8401 |
| No log | 5.3239 | 378 | 0.7083 | 0.6773 | 0.7083 | 0.8416 |
| No log | 5.3521 | 380 | 0.7113 | 0.6630 | 0.7113 | 0.8434 |
| No log | 5.3803 | 382 | 0.7479 | 0.6877 | 0.7479 | 0.8648 |
| No log | 5.4085 | 384 | 0.8457 | 0.6868 | 0.8457 | 0.9196 |
| No log | 5.4366 | 386 | 0.8977 | 0.6654 | 0.8977 | 0.9475 |
| No log | 5.4648 | 388 | 0.8783 | 0.6654 | 0.8783 | 0.9372 |
| No log | 5.4930 | 390 | 0.8380 | 0.6716 | 0.8380 | 0.9154 |
| No log | 5.5211 | 392 | 0.8039 | 0.6883 | 0.8039 | 0.8966 |
| No log | 5.5493 | 394 | 0.7675 | 0.6583 | 0.7675 | 0.8760 |
| No log | 5.5775 | 396 | 0.7476 | 0.6632 | 0.7476 | 0.8646 |
| No log | 5.6056 | 398 | 0.7550 | 0.6623 | 0.7550 | 0.8689 |
| No log | 5.6338 | 400 | 0.7499 | 0.6768 | 0.7499 | 0.8659 |
| No log | 5.6620 | 402 | 0.7506 | 0.6716 | 0.7506 | 0.8664 |
| No log | 5.6901 | 404 | 0.7545 | 0.6716 | 0.7545 | 0.8686 |
| No log | 5.7183 | 406 | 0.7474 | 0.6578 | 0.7474 | 0.8645 |
| No log | 5.7465 | 408 | 0.7442 | 0.6642 | 0.7442 | 0.8627 |
| No log | 5.7746 | 410 | 0.7561 | 0.6994 | 0.7561 | 0.8696 |
| No log | 5.8028 | 412 | 0.7853 | 0.7001 | 0.7853 | 0.8861 |
| No log | 5.8310 | 414 | 0.8500 | 0.6887 | 0.8500 | 0.9220 |
| No log | 5.8592 | 416 | 0.9056 | 0.6886 | 0.9056 | 0.9517 |
| No log | 5.8873 | 418 | 0.9086 | 0.6886 | 0.9086 | 0.9532 |
| No log | 5.9155 | 420 | 0.8519 | 0.7117 | 0.8519 | 0.9230 |
| No log | 5.9437 | 422 | 0.7990 | 0.7137 | 0.7990 | 0.8939 |
| No log | 5.9718 | 424 | 0.7666 | 0.7554 | 0.7666 | 0.8756 |
| No log | 6.0 | 426 | 0.7379 | 0.7423 | 0.7379 | 0.8590 |
| No log | 6.0282 | 428 | 0.7131 | 0.6784 | 0.7131 | 0.8445 |
| No log | 6.0563 | 430 | 0.7131 | 0.6805 | 0.7131 | 0.8445 |
| No log | 6.0845 | 432 | 0.7344 | 0.6965 | 0.7344 | 0.8570 |
| No log | 6.1127 | 434 | 0.7645 | 0.7418 | 0.7645 | 0.8744 |
| No log | 6.1408 | 436 | 0.7937 | 0.7376 | 0.7937 | 0.8909 |
| No log | 6.1690 | 438 | 0.8137 | 0.7127 | 0.8137 | 0.9021 |
| No log | 6.1972 | 440 | 0.7976 | 0.7252 | 0.7976 | 0.8931 |
| No log | 6.2254 | 442 | 0.7749 | 0.7175 | 0.7749 | 0.8803 |
| No log | 6.2535 | 444 | 0.7776 | 0.7046 | 0.7776 | 0.8818 |
| No log | 6.2817 | 446 | 0.7947 | 0.7252 | 0.7947 | 0.8915 |
| No log | 6.3099 | 448 | 0.8314 | 0.7127 | 0.8314 | 0.9118 |
| No log | 6.3380 | 450 | 0.8701 | 0.6759 | 0.8701 | 0.9328 |
| No log | 6.3662 | 452 | 0.8964 | 0.6748 | 0.8964 | 0.9468 |
| No log | 6.3944 | 454 | 0.8825 | 0.6748 | 0.8825 | 0.9394 |
| No log | 6.4225 | 456 | 0.8346 | 0.7106 | 0.8346 | 0.9136 |
| No log | 6.4507 | 458 | 0.7786 | 0.7376 | 0.7786 | 0.8824 |
| No log | 6.4789 | 460 | 0.7353 | 0.6954 | 0.7353 | 0.8575 |
| No log | 6.5070 | 462 | 0.7129 | 0.7072 | 0.7129 | 0.8443 |
| No log | 6.5352 | 464 | 0.7063 | 0.6963 | 0.7063 | 0.8404 |
| No log | 6.5634 | 466 | 0.7104 | 0.7253 | 0.7104 | 0.8428 |
| No log | 6.5915 | 468 | 0.7332 | 0.7084 | 0.7332 | 0.8563 |
| No log | 6.6197 | 470 | 0.7984 | 0.7090 | 0.7984 | 0.8935 |
| No log | 6.6479 | 472 | 0.8781 | 0.6820 | 0.8781 | 0.9371 |
| No log | 6.6761 | 474 | 0.9516 | 0.6613 | 0.9516 | 0.9755 |
| No log | 6.7042 | 476 | 0.9682 | 0.6613 | 0.9682 | 0.9840 |
| No log | 6.7324 | 478 | 0.9407 | 0.6680 | 0.9407 | 0.9699 |
| No log | 6.7606 | 480 | 0.8893 | 0.6722 | 0.8893 | 0.9430 |
| No log | 6.7887 | 482 | 0.8358 | 0.7109 | 0.8358 | 0.9142 |
| No log | 6.8169 | 484 | 0.8265 | 0.7230 | 0.8265 | 0.9091 |
| No log | 6.8451 | 486 | 0.8413 | 0.7042 | 0.8413 | 0.9172 |
| No log | 6.8732 | 488 | 0.8475 | 0.6987 | 0.8475 | 0.9206 |
| No log | 6.9014 | 490 | 0.8315 | 0.7173 | 0.8315 | 0.9119 |
| No log | 6.9296 | 492 | 0.8269 | 0.7173 | 0.8269 | 0.9094 |
| No log | 6.9577 | 494 | 0.8200 | 0.7173 | 0.8200 | 0.9056 |
| No log | 6.9859 | 496 | 0.8241 | 0.7050 | 0.8241 | 0.9078 |
| No log | 7.0141 | 498 | 0.8246 | 0.7050 | 0.8246 | 0.9081 |
| 0.3315 | 7.0423 | 500 | 0.8033 | 0.7114 | 0.8033 | 0.8963 |
| 0.3315 | 7.0704 | 502 | 0.7777 | 0.7281 | 0.7777 | 0.8819 |
| 0.3315 | 7.0986 | 504 | 0.7823 | 0.7237 | 0.7823 | 0.8845 |
| 0.3315 | 7.1268 | 506 | 0.7805 | 0.7237 | 0.7805 | 0.8834 |
| 0.3315 | 7.1549 | 508 | 0.7976 | 0.7173 | 0.7976 | 0.8931 |
| 0.3315 | 7.1831 | 510 | 0.7844 | 0.7418 | 0.7844 | 0.8856 |
| 0.3315 | 7.2113 | 512 | 0.7592 | 0.7287 | 0.7592 | 0.8713 |
| 0.3315 | 7.2394 | 514 | 0.7414 | 0.7219 | 0.7414 | 0.8610 |
| 0.3315 | 7.2676 | 516 | 0.7401 | 0.7117 | 0.7401 | 0.8603 |
| 0.3315 | 7.2958 | 518 | 0.7380 | 0.7117 | 0.7380 | 0.8591 |
| 0.3315 | 7.3239 | 520 | 0.7581 | 0.7294 | 0.7581 | 0.8707 |
| 0.3315 | 7.3521 | 522 | 0.7864 | 0.7346 | 0.7864 | 0.8868 |
| 0.3315 | 7.3803 | 524 | 0.7868 | 0.7346 | 0.7868 | 0.8870 |
| 0.3315 | 7.4085 | 526 | 0.7851 | 0.7347 | 0.7851 | 0.8860 |
| 0.3315 | 7.4366 | 528 | 0.7683 | 0.7310 | 0.7683 | 0.8766 |
| 0.3315 | 7.4648 | 530 | 0.7743 | 0.7347 | 0.7743 | 0.8799 |
| 0.3315 | 7.4930 | 532 | 0.7898 | 0.7303 | 0.7898 | 0.8887 |
| 0.3315 | 7.5211 | 534 | 0.8214 | 0.7009 | 0.8214 | 0.9063 |
| 0.3315 | 7.5493 | 536 | 0.8510 | 0.6759 | 0.8510 | 0.9225 |
| 0.3315 | 7.5775 | 538 | 0.8467 | 0.6759 | 0.8467 | 0.9202 |
| 0.3315 | 7.6056 | 540 | 0.8437 | 0.6759 | 0.8437 | 0.9185 |
| 0.3315 | 7.6338 | 542 | 0.8538 | 0.6828 | 0.8538 | 0.9240 |
| 0.3315 | 7.6620 | 544 | 0.8498 | 0.6828 | 0.8498 | 0.9218 |
| 0.3315 | 7.6901 | 546 | 0.8234 | 0.7237 | 0.8234 | 0.9074 |
| 0.3315 | 7.7183 | 548 | 0.7914 | 0.7339 | 0.7914 | 0.8896 |
| 0.3315 | 7.7465 | 550 | 0.7561 | 0.7266 | 0.7561 | 0.8695 |
| 0.3315 | 7.7746 | 552 | 0.7360 | 0.7398 | 0.7360 | 0.8579 |
| 0.3315 | 7.8028 | 554 | 0.7257 | 0.7159 | 0.7257 | 0.8519 |
| 0.3315 | 7.8310 | 556 | 0.7295 | 0.7219 | 0.7295 | 0.8541 |
| 0.3315 | 7.8592 | 558 | 0.7429 | 0.7412 | 0.7429 | 0.8619 |
| 0.3315 | 7.8873 | 560 | 0.7618 | 0.7302 | 0.7618 | 0.8728 |
| 0.3315 | 7.9155 | 562 | 0.7676 | 0.7302 | 0.7676 | 0.8761 |
| 0.3315 | 7.9437 | 564 | 0.7722 | 0.7302 | 0.7722 | 0.8788 |
| 0.3315 | 7.9718 | 566 | 0.7581 | 0.7406 | 0.7581 | 0.8707 |
| 0.3315 | 8.0 | 568 | 0.7549 | 0.7406 | 0.7549 | 0.8689 |
| 0.3315 | 8.0282 | 570 | 0.7494 | 0.7406 | 0.7494 | 0.8657 |
| 0.3315 | 8.0563 | 572 | 0.7381 | 0.7140 | 0.7381 | 0.8591 |
| 0.3315 | 8.0845 | 574 | 0.7330 | 0.7140 | 0.7330 | 0.8562 |
| 0.3315 | 8.1127 | 576 | 0.7257 | 0.7302 | 0.7257 | 0.8519 |
| 0.3315 | 8.1408 | 578 | 0.7215 | 0.7325 | 0.7215 | 0.8494 |
| 0.3315 | 8.1690 | 580 | 0.7194 | 0.7270 | 0.7194 | 0.8482 |
| 0.3315 | 8.1972 | 582 | 0.7161 | 0.7270 | 0.7161 | 0.8463 |
| 0.3315 | 8.2254 | 584 | 0.7157 | 0.7270 | 0.7157 | 0.8460 |
| 0.3315 | 8.2535 | 586 | 0.7253 | 0.7247 | 0.7253 | 0.8516 |
| 0.3315 | 8.2817 | 588 | 0.7397 | 0.7398 | 0.7397 | 0.8601 |
| 0.3315 | 8.3099 | 590 | 0.7621 | 0.7470 | 0.7621 | 0.8730 |
| 0.3315 | 8.3380 | 592 | 0.7697 | 0.7481 | 0.7697 | 0.8773 |
| 0.3315 | 8.3662 | 594 | 0.7789 | 0.7481 | 0.7789 | 0.8826 |
| 0.3315 | 8.3944 | 596 | 0.7889 | 0.7360 | 0.7889 | 0.8882 |
| 0.3315 | 8.4225 | 598 | 0.7996 | 0.7360 | 0.7996 | 0.8942 |
| 0.3315 | 8.4507 | 600 | 0.7959 | 0.7360 | 0.7959 | 0.8921 |
| 0.3315 | 8.4789 | 602 | 0.7922 | 0.7360 | 0.7922 | 0.8901 |
| 0.3315 | 8.5070 | 604 | 0.7837 | 0.7461 | 0.7837 | 0.8853 |
| 0.3315 | 8.5352 | 606 | 0.7732 | 0.7443 | 0.7732 | 0.8793 |
| 0.3315 | 8.5634 | 608 | 0.7692 | 0.7445 | 0.7692 | 0.8770 |
| 0.3315 | 8.5915 | 610 | 0.7608 | 0.7326 | 0.7608 | 0.8723 |
| 0.3315 | 8.6197 | 612 | 0.7552 | 0.7287 | 0.7552 | 0.8690 |
| 0.3315 | 8.6479 | 614 | 0.7540 | 0.7333 | 0.7540 | 0.8684 |
| 0.3315 | 8.6761 | 616 | 0.7632 | 0.7370 | 0.7632 | 0.8736 |
| 0.3315 | 8.7042 | 618 | 0.7723 | 0.7368 | 0.7723 | 0.8788 |
| 0.3315 | 8.7324 | 620 | 0.7879 | 0.7215 | 0.7879 | 0.8877 |
| 0.3315 | 8.7606 | 622 | 0.8141 | 0.7050 | 0.8141 | 0.9023 |
| 0.3315 | 8.7887 | 624 | 0.8436 | 0.7053 | 0.8436 | 0.9185 |
| 0.3315 | 8.8169 | 626 | 0.8588 | 0.6835 | 0.8588 | 0.9267 |
| 0.3315 | 8.8451 | 628 | 0.8723 | 0.6835 | 0.8723 | 0.9340 |
| 0.3315 | 8.8732 | 630 | 0.8758 | 0.6835 | 0.8758 | 0.9359 |
| 0.3315 | 8.9014 | 632 | 0.8690 | 0.6828 | 0.8690 | 0.9322 |
| 0.3315 | 8.9296 | 634 | 0.8549 | 0.6926 | 0.8549 | 0.9246 |
| 0.3315 | 8.9577 | 636 | 0.8358 | 0.6926 | 0.8358 | 0.9142 |
| 0.3315 | 8.9859 | 638 | 0.8104 | 0.7050 | 0.8104 | 0.9002 |
| 0.3315 | 9.0141 | 640 | 0.7880 | 0.7090 | 0.7880 | 0.8877 |
| 0.3315 | 9.0423 | 642 | 0.7672 | 0.7368 | 0.7672 | 0.8759 |
| 0.3315 | 9.0704 | 644 | 0.7598 | 0.7368 | 0.7598 | 0.8717 |
| 0.3315 | 9.0986 | 646 | 0.7619 | 0.7368 | 0.7619 | 0.8729 |
| 0.3315 | 9.1268 | 648 | 0.7703 | 0.7368 | 0.7703 | 0.8776 |
| 0.3315 | 9.1549 | 650 | 0.7748 | 0.7243 | 0.7748 | 0.8802 |
| 0.3315 | 9.1831 | 652 | 0.7811 | 0.7339 | 0.7811 | 0.8838 |
| 0.3315 | 9.2113 | 654 | 0.7831 | 0.7215 | 0.7831 | 0.8849 |
| 0.3315 | 9.2394 | 656 | 0.7871 | 0.7215 | 0.7871 | 0.8872 |
| 0.3315 | 9.2676 | 658 | 0.7915 | 0.7215 | 0.7915 | 0.8897 |
| 0.3315 | 9.2958 | 660 | 0.7922 | 0.7302 | 0.7922 | 0.8901 |
| 0.3315 | 9.3239 | 662 | 0.7893 | 0.7302 | 0.7893 | 0.8884 |
| 0.3315 | 9.3521 | 664 | 0.7831 | 0.7302 | 0.7831 | 0.8849 |
| 0.3315 | 9.3803 | 666 | 0.7744 | 0.7368 | 0.7744 | 0.8800 |
| 0.3315 | 9.4085 | 668 | 0.7668 | 0.7368 | 0.7668 | 0.8757 |
| 0.3315 | 9.4366 | 670 | 0.7614 | 0.7368 | 0.7614 | 0.8726 |
| 0.3315 | 9.4648 | 672 | 0.7581 | 0.7368 | 0.7581 | 0.8707 |
| 0.3315 | 9.4930 | 674 | 0.7577 | 0.7368 | 0.7577 | 0.8705 |
| 0.3315 | 9.5211 | 676 | 0.7606 | 0.7368 | 0.7606 | 0.8721 |
| 0.3315 | 9.5493 | 678 | 0.7637 | 0.7368 | 0.7637 | 0.8739 |
| 0.3315 | 9.5775 | 680 | 0.7698 | 0.7368 | 0.7698 | 0.8774 |
| 0.3315 | 9.6056 | 682 | 0.7775 | 0.7484 | 0.7775 | 0.8817 |
| 0.3315 | 9.6338 | 684 | 0.7851 | 0.7361 | 0.7851 | 0.8861 |
| 0.3315 | 9.6620 | 686 | 0.7898 | 0.7361 | 0.7898 | 0.8887 |
| 0.3315 | 9.6901 | 688 | 0.7905 | 0.7361 | 0.7905 | 0.8891 |
| 0.3315 | 9.7183 | 690 | 0.7883 | 0.7361 | 0.7883 | 0.8878 |
| 0.3315 | 9.7465 | 692 | 0.7858 | 0.7361 | 0.7858 | 0.8864 |
| 0.3315 | 9.7746 | 694 | 0.7822 | 0.7361 | 0.7822 | 0.8844 |
| 0.3315 | 9.8028 | 696 | 0.7791 | 0.7484 | 0.7791 | 0.8826 |
| 0.3315 | 9.8310 | 698 | 0.7759 | 0.7484 | 0.7759 | 0.8809 |
| 0.3315 | 9.8592 | 700 | 0.7745 | 0.7484 | 0.7745 | 0.8801 |
| 0.3315 | 9.8873 | 702 | 0.7735 | 0.7484 | 0.7735 | 0.8795 |
| 0.3315 | 9.9155 | 704 | 0.7731 | 0.7484 | 0.7731 | 0.8793 |
| 0.3315 | 9.9437 | 706 | 0.7727 | 0.7484 | 0.7727 | 0.8790 |
| 0.3315 | 9.9718 | 708 | 0.7723 | 0.7484 | 0.7723 | 0.8788 |
| 0.3315 | 10.0 | 710 | 0.7722 | 0.7484 | 0.7722 | 0.8787 |
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/ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k15_task5_organization
Base model
aubmindlab/bert-base-arabertv02