Instructions to use MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k19_task5_organization with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k19_task5_organization with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k19_task5_organization")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k19_task5_organization") model = AutoModelForSequenceClassification.from_pretrained("MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k19_task5_organization", device_map="auto") - Notebooks
- Google Colab
- Kaggle
ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k19_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: 0.9004
- Qwk: 0.6857
- Mse: 0.9004
- Rmse: 0.9489
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 | 0.0290 | 2 | 2.2348 | 0.0185 | 2.2348 | 1.4949 |
| No log | 0.0580 | 4 | 1.4610 | 0.1929 | 1.4610 | 1.2087 |
| No log | 0.0870 | 6 | 1.6454 | 0.0336 | 1.6454 | 1.2827 |
| No log | 0.1159 | 8 | 1.5942 | 0.1415 | 1.5942 | 1.2626 |
| No log | 0.1449 | 10 | 1.5564 | 0.1582 | 1.5564 | 1.2476 |
| No log | 0.1739 | 12 | 1.5338 | 0.1893 | 1.5338 | 1.2385 |
| No log | 0.2029 | 14 | 1.4859 | 0.1871 | 1.4859 | 1.2190 |
| No log | 0.2319 | 16 | 1.4059 | 0.1693 | 1.4059 | 1.1857 |
| No log | 0.2609 | 18 | 1.3622 | 0.2109 | 1.3622 | 1.1671 |
| No log | 0.2899 | 20 | 1.3237 | 0.2156 | 1.3237 | 1.1505 |
| No log | 0.3188 | 22 | 1.3140 | 0.2297 | 1.3140 | 1.1463 |
| No log | 0.3478 | 24 | 1.3608 | 0.3229 | 1.3608 | 1.1665 |
| No log | 0.3768 | 26 | 1.3589 | 0.3314 | 1.3589 | 1.1657 |
| No log | 0.4058 | 28 | 1.3083 | 0.3176 | 1.3083 | 1.1438 |
| No log | 0.4348 | 30 | 1.2921 | 0.3511 | 1.2921 | 1.1367 |
| No log | 0.4638 | 32 | 1.3226 | 0.3268 | 1.3226 | 1.1500 |
| No log | 0.4928 | 34 | 1.3188 | 0.3415 | 1.3188 | 1.1484 |
| No log | 0.5217 | 36 | 1.2321 | 0.3610 | 1.2321 | 1.1100 |
| No log | 0.5507 | 38 | 1.2714 | 0.3507 | 1.2714 | 1.1276 |
| No log | 0.5797 | 40 | 1.3900 | 0.3272 | 1.3900 | 1.1790 |
| No log | 0.6087 | 42 | 1.4705 | 0.3607 | 1.4705 | 1.2126 |
| No log | 0.6377 | 44 | 1.4798 | 0.3788 | 1.4798 | 1.2165 |
| No log | 0.6667 | 46 | 1.4000 | 0.3734 | 1.4000 | 1.1832 |
| No log | 0.6957 | 48 | 1.2949 | 0.3912 | 1.2949 | 1.1379 |
| No log | 0.7246 | 50 | 1.2126 | 0.4405 | 1.2126 | 1.1012 |
| No log | 0.7536 | 52 | 1.2072 | 0.4326 | 1.2072 | 1.0987 |
| No log | 0.7826 | 54 | 1.3774 | 0.3231 | 1.3774 | 1.1736 |
| No log | 0.8116 | 56 | 1.4356 | 0.3279 | 1.4356 | 1.1982 |
| No log | 0.8406 | 58 | 1.2601 | 0.3846 | 1.2601 | 1.1225 |
| No log | 0.8696 | 60 | 1.1076 | 0.4751 | 1.1076 | 1.0524 |
| No log | 0.8986 | 62 | 1.0443 | 0.4246 | 1.0443 | 1.0219 |
| No log | 0.9275 | 64 | 1.0729 | 0.4124 | 1.0729 | 1.0358 |
| No log | 0.9565 | 66 | 1.1952 | 0.3969 | 1.1952 | 1.0933 |
| No log | 0.9855 | 68 | 1.2552 | 0.4250 | 1.2552 | 1.1204 |
| No log | 1.0145 | 70 | 1.2065 | 0.4530 | 1.2065 | 1.0984 |
| No log | 1.0435 | 72 | 1.0609 | 0.4207 | 1.0609 | 1.0300 |
| No log | 1.0725 | 74 | 1.0439 | 0.4728 | 1.0439 | 1.0217 |
| No log | 1.1014 | 76 | 1.0341 | 0.4649 | 1.0341 | 1.0169 |
| No log | 1.1304 | 78 | 1.0285 | 0.4433 | 1.0285 | 1.0141 |
| No log | 1.1594 | 80 | 1.0421 | 0.4310 | 1.0421 | 1.0208 |
| No log | 1.1884 | 82 | 1.0580 | 0.4256 | 1.0580 | 1.0286 |
| No log | 1.2174 | 84 | 1.0851 | 0.4214 | 1.0851 | 1.0417 |
| No log | 1.2464 | 86 | 1.1300 | 0.3378 | 1.1300 | 1.0630 |
| No log | 1.2754 | 88 | 1.2756 | 0.3912 | 1.2756 | 1.1294 |
| No log | 1.3043 | 90 | 1.5828 | 0.3788 | 1.5828 | 1.2581 |
| No log | 1.3333 | 92 | 1.7713 | 0.3486 | 1.7713 | 1.3309 |
| No log | 1.3623 | 94 | 1.7120 | 0.3558 | 1.7120 | 1.3084 |
| No log | 1.3913 | 96 | 1.5386 | 0.3786 | 1.5386 | 1.2404 |
| No log | 1.4203 | 98 | 1.3399 | 0.3212 | 1.3399 | 1.1575 |
| No log | 1.4493 | 100 | 1.2411 | 0.3166 | 1.2411 | 1.1141 |
| No log | 1.4783 | 102 | 1.2188 | 0.3270 | 1.2188 | 1.1040 |
| No log | 1.5072 | 104 | 1.2442 | 0.4514 | 1.2442 | 1.1154 |
| No log | 1.5362 | 106 | 1.2056 | 0.4326 | 1.2056 | 1.0980 |
| No log | 1.5652 | 108 | 1.0865 | 0.4427 | 1.0865 | 1.0424 |
| No log | 1.5942 | 110 | 1.0104 | 0.4769 | 1.0104 | 1.0052 |
| No log | 1.6232 | 112 | 1.0371 | 0.4372 | 1.0371 | 1.0184 |
| No log | 1.6522 | 114 | 1.1829 | 0.4725 | 1.1829 | 1.0876 |
| No log | 1.6812 | 116 | 1.1620 | 0.4896 | 1.1620 | 1.0780 |
| No log | 1.7101 | 118 | 1.0840 | 0.4806 | 1.0840 | 1.0412 |
| No log | 1.7391 | 120 | 1.0556 | 0.4983 | 1.0556 | 1.0274 |
| No log | 1.7681 | 122 | 1.0307 | 0.5467 | 1.0307 | 1.0153 |
| No log | 1.7971 | 124 | 1.0629 | 0.4853 | 1.0629 | 1.0309 |
| No log | 1.8261 | 126 | 1.1039 | 0.4904 | 1.1039 | 1.0506 |
| No log | 1.8551 | 128 | 1.1249 | 0.4906 | 1.1249 | 1.0606 |
| No log | 1.8841 | 130 | 1.1841 | 0.5024 | 1.1841 | 1.0882 |
| No log | 1.9130 | 132 | 1.1450 | 0.5266 | 1.1450 | 1.0700 |
| No log | 1.9420 | 134 | 1.0727 | 0.5277 | 1.0727 | 1.0357 |
| No log | 1.9710 | 136 | 1.0848 | 0.5302 | 1.0848 | 1.0415 |
| No log | 2.0 | 138 | 1.0940 | 0.5372 | 1.0940 | 1.0460 |
| No log | 2.0290 | 140 | 1.0564 | 0.5708 | 1.0564 | 1.0278 |
| No log | 2.0580 | 142 | 1.1766 | 0.5639 | 1.1766 | 1.0847 |
| No log | 2.0870 | 144 | 1.1645 | 0.5692 | 1.1645 | 1.0791 |
| No log | 2.1159 | 146 | 1.0125 | 0.5980 | 1.0125 | 1.0062 |
| No log | 2.1449 | 148 | 1.0036 | 0.5946 | 1.0036 | 1.0018 |
| No log | 2.1739 | 150 | 1.1747 | 0.5905 | 1.1747 | 1.0838 |
| No log | 2.2029 | 152 | 1.4370 | 0.5288 | 1.4370 | 1.1988 |
| No log | 2.2319 | 154 | 1.4655 | 0.5318 | 1.4655 | 1.2106 |
| No log | 2.2609 | 156 | 1.2129 | 0.6126 | 1.2129 | 1.1013 |
| No log | 2.2899 | 158 | 0.9251 | 0.6106 | 0.9251 | 0.9618 |
| No log | 2.3188 | 160 | 0.8846 | 0.6149 | 0.8846 | 0.9405 |
| No log | 2.3478 | 162 | 1.0120 | 0.6270 | 1.0120 | 1.0060 |
| No log | 2.3768 | 164 | 1.1543 | 0.5705 | 1.1543 | 1.0744 |
| No log | 2.4058 | 166 | 1.4578 | 0.5300 | 1.4578 | 1.2074 |
| No log | 2.4348 | 168 | 1.4966 | 0.5052 | 1.4966 | 1.2234 |
| No log | 2.4638 | 170 | 1.3147 | 0.4969 | 1.3147 | 1.1466 |
| No log | 2.4928 | 172 | 1.1223 | 0.5296 | 1.1223 | 1.0594 |
| No log | 2.5217 | 174 | 1.0330 | 0.5587 | 1.0330 | 1.0163 |
| No log | 2.5507 | 176 | 1.0512 | 0.5437 | 1.0512 | 1.0253 |
| No log | 2.5797 | 178 | 1.1722 | 0.5667 | 1.1722 | 1.0827 |
| No log | 2.6087 | 180 | 1.2082 | 0.5679 | 1.2082 | 1.0992 |
| No log | 2.6377 | 182 | 1.0821 | 0.5814 | 1.0821 | 1.0402 |
| No log | 2.6667 | 184 | 0.8610 | 0.6067 | 0.8610 | 0.9279 |
| No log | 2.6957 | 186 | 0.7493 | 0.6441 | 0.7493 | 0.8656 |
| No log | 2.7246 | 188 | 0.7170 | 0.6586 | 0.7170 | 0.8468 |
| No log | 2.7536 | 190 | 0.7358 | 0.6610 | 0.7358 | 0.8578 |
| No log | 2.7826 | 192 | 0.8686 | 0.6661 | 0.8686 | 0.9320 |
| No log | 2.8116 | 194 | 1.1422 | 0.6057 | 1.1422 | 1.0688 |
| No log | 2.8406 | 196 | 1.1055 | 0.6160 | 1.1055 | 1.0514 |
| No log | 2.8696 | 198 | 0.9164 | 0.6487 | 0.9164 | 0.9573 |
| No log | 2.8986 | 200 | 0.7913 | 0.6880 | 0.7913 | 0.8896 |
| No log | 2.9275 | 202 | 0.7075 | 0.6511 | 0.7075 | 0.8411 |
| No log | 2.9565 | 204 | 0.6989 | 0.6478 | 0.6989 | 0.8360 |
| No log | 2.9855 | 206 | 0.7461 | 0.6558 | 0.7461 | 0.8638 |
| No log | 3.0145 | 208 | 0.7247 | 0.6712 | 0.7247 | 0.8513 |
| No log | 3.0435 | 210 | 0.7744 | 0.6947 | 0.7744 | 0.8800 |
| No log | 3.0725 | 212 | 0.8729 | 0.6638 | 0.8729 | 0.9343 |
| No log | 3.1014 | 214 | 0.9022 | 0.6713 | 0.9022 | 0.9498 |
| No log | 3.1304 | 216 | 0.8109 | 0.6816 | 0.8109 | 0.9005 |
| No log | 3.1594 | 218 | 0.8143 | 0.6756 | 0.8143 | 0.9024 |
| No log | 3.1884 | 220 | 0.8976 | 0.6579 | 0.8976 | 0.9474 |
| No log | 3.2174 | 222 | 1.0145 | 0.6446 | 1.0145 | 1.0072 |
| No log | 3.2464 | 224 | 1.1048 | 0.6373 | 1.1048 | 1.0511 |
| No log | 3.2754 | 226 | 1.0855 | 0.6572 | 1.0855 | 1.0419 |
| No log | 3.3043 | 228 | 1.0904 | 0.6572 | 1.0904 | 1.0442 |
| No log | 3.3333 | 230 | 1.0020 | 0.6547 | 1.0020 | 1.0010 |
| No log | 3.3623 | 232 | 0.9684 | 0.6726 | 0.9684 | 0.9841 |
| No log | 3.3913 | 234 | 0.9845 | 0.6658 | 0.9845 | 0.9922 |
| No log | 3.4203 | 236 | 0.9014 | 0.6721 | 0.9014 | 0.9494 |
| No log | 3.4493 | 238 | 0.8713 | 0.6875 | 0.8713 | 0.9334 |
| No log | 3.4783 | 240 | 0.7436 | 0.7146 | 0.7436 | 0.8623 |
| No log | 3.5072 | 242 | 0.6801 | 0.7111 | 0.6801 | 0.8247 |
| No log | 3.5362 | 244 | 0.6510 | 0.6691 | 0.6510 | 0.8068 |
| No log | 3.5652 | 246 | 0.6641 | 0.6885 | 0.6641 | 0.8149 |
| No log | 3.5942 | 248 | 0.7774 | 0.6938 | 0.7774 | 0.8817 |
| No log | 3.6232 | 250 | 1.0377 | 0.6124 | 1.0377 | 1.0187 |
| No log | 3.6522 | 252 | 1.0995 | 0.6119 | 1.0995 | 1.0486 |
| No log | 3.6812 | 254 | 1.0213 | 0.6154 | 1.0213 | 1.0106 |
| No log | 3.7101 | 256 | 0.9442 | 0.6421 | 0.9442 | 0.9717 |
| No log | 3.7391 | 258 | 0.8593 | 0.6845 | 0.8593 | 0.9270 |
| No log | 3.7681 | 260 | 0.7801 | 0.6929 | 0.7801 | 0.8833 |
| No log | 3.7971 | 262 | 0.8365 | 0.6907 | 0.8365 | 0.9146 |
| No log | 3.8261 | 264 | 1.0505 | 0.6254 | 1.0505 | 1.0249 |
| No log | 3.8551 | 266 | 1.2358 | 0.5960 | 1.2358 | 1.1117 |
| No log | 3.8841 | 268 | 1.1947 | 0.6216 | 1.1947 | 1.0930 |
| No log | 3.9130 | 270 | 0.9914 | 0.6330 | 0.9914 | 0.9957 |
| No log | 3.9420 | 272 | 0.8152 | 0.6293 | 0.8152 | 0.9029 |
| No log | 3.9710 | 274 | 0.7708 | 0.6527 | 0.7708 | 0.8780 |
| No log | 4.0 | 276 | 0.7521 | 0.6610 | 0.7521 | 0.8673 |
| No log | 4.0290 | 278 | 0.7551 | 0.6829 | 0.7551 | 0.8690 |
| No log | 4.0580 | 280 | 0.8266 | 0.6783 | 0.8266 | 0.9092 |
| No log | 4.0870 | 282 | 0.9833 | 0.6657 | 0.9833 | 0.9916 |
| No log | 4.1159 | 284 | 1.0007 | 0.6820 | 1.0007 | 1.0004 |
| No log | 4.1449 | 286 | 1.0233 | 0.6810 | 1.0233 | 1.0116 |
| No log | 4.1739 | 288 | 0.9468 | 0.6654 | 0.9468 | 0.9731 |
| No log | 4.2029 | 290 | 0.8014 | 0.7146 | 0.8014 | 0.8952 |
| No log | 4.2319 | 292 | 0.7554 | 0.6985 | 0.7554 | 0.8691 |
| No log | 4.2609 | 294 | 0.7459 | 0.6828 | 0.7459 | 0.8637 |
| No log | 4.2899 | 296 | 0.7938 | 0.6822 | 0.7938 | 0.8910 |
| No log | 4.3188 | 298 | 0.8817 | 0.6564 | 0.8817 | 0.9390 |
| No log | 4.3478 | 300 | 0.8318 | 0.6573 | 0.8318 | 0.9120 |
| No log | 4.3768 | 302 | 0.7914 | 0.6817 | 0.7914 | 0.8896 |
| No log | 4.4058 | 304 | 0.7411 | 0.6782 | 0.7411 | 0.8608 |
| No log | 4.4348 | 306 | 0.7713 | 0.7105 | 0.7713 | 0.8783 |
| No log | 4.4638 | 308 | 0.8268 | 0.6687 | 0.8268 | 0.9093 |
| No log | 4.4928 | 310 | 0.8873 | 0.6602 | 0.8873 | 0.9420 |
| No log | 4.5217 | 312 | 0.9189 | 0.6453 | 0.9189 | 0.9586 |
| No log | 4.5507 | 314 | 0.9785 | 0.6453 | 0.9785 | 0.9892 |
| No log | 4.5797 | 316 | 1.0504 | 0.6210 | 1.0504 | 1.0249 |
| No log | 4.6087 | 318 | 1.0781 | 0.6196 | 1.0781 | 1.0383 |
| No log | 4.6377 | 320 | 1.0808 | 0.6196 | 1.0808 | 1.0396 |
| No log | 4.6667 | 322 | 1.1186 | 0.5923 | 1.1186 | 1.0576 |
| No log | 4.6957 | 324 | 1.0483 | 0.6314 | 1.0483 | 1.0239 |
| No log | 4.7246 | 326 | 0.9518 | 0.6453 | 0.9518 | 0.9756 |
| No log | 4.7536 | 328 | 0.9020 | 0.6592 | 0.9020 | 0.9497 |
| No log | 4.7826 | 330 | 0.8976 | 0.6592 | 0.8976 | 0.9474 |
| No log | 4.8116 | 332 | 0.8538 | 0.6820 | 0.8538 | 0.9240 |
| No log | 4.8406 | 334 | 0.8015 | 0.6751 | 0.8015 | 0.8952 |
| No log | 4.8696 | 336 | 0.7807 | 0.6852 | 0.7807 | 0.8836 |
| No log | 4.8986 | 338 | 0.8042 | 0.6623 | 0.8042 | 0.8967 |
| No log | 4.9275 | 340 | 0.8120 | 0.6623 | 0.8120 | 0.9011 |
| No log | 4.9565 | 342 | 0.8364 | 0.6642 | 0.8364 | 0.9146 |
| No log | 4.9855 | 344 | 0.8544 | 0.6493 | 0.8544 | 0.9244 |
| No log | 5.0145 | 346 | 0.9018 | 0.6565 | 0.9018 | 0.9496 |
| No log | 5.0435 | 348 | 0.8890 | 0.6554 | 0.8890 | 0.9429 |
| No log | 5.0725 | 350 | 0.9023 | 0.6509 | 0.9023 | 0.9499 |
| No log | 5.1014 | 352 | 0.9875 | 0.6286 | 0.9875 | 0.9937 |
| No log | 5.1304 | 354 | 1.0009 | 0.6193 | 1.0009 | 1.0005 |
| No log | 5.1594 | 356 | 1.0324 | 0.6193 | 1.0324 | 1.0161 |
| No log | 5.1884 | 358 | 1.0033 | 0.6105 | 1.0033 | 1.0017 |
| No log | 5.2174 | 360 | 1.0645 | 0.6174 | 1.0645 | 1.0317 |
| No log | 5.2464 | 362 | 1.0490 | 0.6086 | 1.0490 | 1.0242 |
| No log | 5.2754 | 364 | 0.9251 | 0.6409 | 0.9251 | 0.9618 |
| No log | 5.3043 | 366 | 0.8556 | 0.6689 | 0.8556 | 0.9250 |
| No log | 5.3333 | 368 | 0.8826 | 0.6766 | 0.8826 | 0.9395 |
| No log | 5.3623 | 370 | 0.9248 | 0.6553 | 0.9248 | 0.9617 |
| No log | 5.3913 | 372 | 0.9761 | 0.6434 | 0.9761 | 0.9880 |
| No log | 5.4203 | 374 | 0.9479 | 0.6434 | 0.9479 | 0.9736 |
| No log | 5.4493 | 376 | 0.8361 | 0.6809 | 0.8361 | 0.9144 |
| No log | 5.4783 | 378 | 0.7772 | 0.6841 | 0.7772 | 0.8816 |
| No log | 5.5072 | 380 | 0.8070 | 0.6624 | 0.8070 | 0.8983 |
| No log | 5.5362 | 382 | 0.8930 | 0.6382 | 0.8930 | 0.9450 |
| No log | 5.5652 | 384 | 0.9416 | 0.6118 | 0.9416 | 0.9704 |
| No log | 5.5942 | 386 | 0.9119 | 0.6256 | 0.9119 | 0.9549 |
| No log | 5.6232 | 388 | 0.8820 | 0.6398 | 0.8820 | 0.9391 |
| No log | 5.6522 | 390 | 0.9429 | 0.6195 | 0.9429 | 0.9710 |
| No log | 5.6812 | 392 | 1.0330 | 0.6231 | 1.0330 | 1.0164 |
| No log | 5.7101 | 394 | 1.0306 | 0.6141 | 1.0306 | 1.0152 |
| No log | 5.7391 | 396 | 0.9966 | 0.6225 | 0.9966 | 0.9983 |
| No log | 5.7681 | 398 | 0.9877 | 0.6225 | 0.9877 | 0.9938 |
| No log | 5.7971 | 400 | 1.0129 | 0.6225 | 1.0129 | 1.0064 |
| No log | 5.8261 | 402 | 1.0025 | 0.6225 | 1.0025 | 1.0013 |
| No log | 5.8551 | 404 | 0.9980 | 0.6108 | 0.9980 | 0.9990 |
| No log | 5.8841 | 406 | 0.9957 | 0.6016 | 0.9957 | 0.9978 |
| No log | 5.9130 | 408 | 0.9502 | 0.6131 | 0.9502 | 0.9748 |
| No log | 5.9420 | 410 | 0.9553 | 0.6131 | 0.9553 | 0.9774 |
| No log | 5.9710 | 412 | 0.9876 | 0.6016 | 0.9875 | 0.9938 |
| No log | 6.0 | 414 | 1.0041 | 0.6108 | 1.0041 | 1.0021 |
| No log | 6.0290 | 416 | 0.9925 | 0.6442 | 0.9925 | 0.9962 |
| No log | 6.0580 | 418 | 1.0446 | 0.6387 | 1.0446 | 1.0221 |
| No log | 6.0870 | 420 | 1.1118 | 0.6174 | 1.1118 | 1.0544 |
| No log | 6.1159 | 422 | 1.1074 | 0.6400 | 1.1074 | 1.0523 |
| No log | 6.1449 | 424 | 1.0383 | 0.6557 | 1.0383 | 1.0189 |
| No log | 6.1739 | 426 | 0.9035 | 0.6858 | 0.9035 | 0.9505 |
| No log | 6.2029 | 428 | 0.8180 | 0.6635 | 0.8180 | 0.9044 |
| No log | 6.2319 | 430 | 0.7832 | 0.6877 | 0.7832 | 0.8850 |
| No log | 6.2609 | 432 | 0.7871 | 0.6937 | 0.7871 | 0.8872 |
| No log | 6.2899 | 434 | 0.7896 | 0.6686 | 0.7896 | 0.8886 |
| No log | 6.3188 | 436 | 0.8187 | 0.6546 | 0.8187 | 0.9048 |
| No log | 6.3478 | 438 | 0.8238 | 0.6535 | 0.8238 | 0.9076 |
| No log | 6.3768 | 440 | 0.8261 | 0.6535 | 0.8261 | 0.9089 |
| No log | 6.4058 | 442 | 0.8572 | 0.6696 | 0.8572 | 0.9259 |
| No log | 6.4348 | 444 | 0.8747 | 0.6426 | 0.8747 | 0.9353 |
| No log | 6.4638 | 446 | 0.8244 | 0.6749 | 0.8244 | 0.9080 |
| No log | 6.4928 | 448 | 0.7762 | 0.6778 | 0.7762 | 0.8810 |
| No log | 6.5217 | 450 | 0.7661 | 0.6797 | 0.7661 | 0.8752 |
| No log | 6.5507 | 452 | 0.7835 | 0.6678 | 0.7835 | 0.8851 |
| No log | 6.5797 | 454 | 0.8130 | 0.6831 | 0.8130 | 0.9017 |
| No log | 6.6087 | 456 | 0.8513 | 0.6758 | 0.8513 | 0.9227 |
| No log | 6.6377 | 458 | 0.9125 | 0.6714 | 0.9125 | 0.9552 |
| No log | 6.6667 | 460 | 0.9433 | 0.6797 | 0.9433 | 0.9712 |
| No log | 6.6957 | 462 | 0.9131 | 0.6889 | 0.9131 | 0.9556 |
| No log | 6.7246 | 464 | 0.8161 | 0.7046 | 0.8161 | 0.9034 |
| No log | 6.7536 | 466 | 0.7707 | 0.7110 | 0.7707 | 0.8779 |
| No log | 6.7826 | 468 | 0.7532 | 0.7213 | 0.7532 | 0.8678 |
| No log | 6.8116 | 470 | 0.7994 | 0.7093 | 0.7994 | 0.8941 |
| No log | 6.8406 | 472 | 0.8992 | 0.6878 | 0.8992 | 0.9482 |
| No log | 6.8696 | 474 | 0.9544 | 0.6761 | 0.9544 | 0.9769 |
| No log | 6.8986 | 476 | 0.9342 | 0.6842 | 0.9342 | 0.9665 |
| No log | 6.9275 | 478 | 0.8798 | 0.6807 | 0.8798 | 0.9380 |
| No log | 6.9565 | 480 | 0.8611 | 0.6671 | 0.8611 | 0.9280 |
| No log | 6.9855 | 482 | 0.8626 | 0.6496 | 0.8626 | 0.9287 |
| No log | 7.0145 | 484 | 0.8441 | 0.6620 | 0.8441 | 0.9187 |
| No log | 7.0435 | 486 | 0.8280 | 0.6852 | 0.8280 | 0.9099 |
| No log | 7.0725 | 488 | 0.8542 | 0.6620 | 0.8542 | 0.9242 |
| No log | 7.1014 | 490 | 0.8905 | 0.6507 | 0.8905 | 0.9437 |
| No log | 7.1304 | 492 | 0.9171 | 0.6465 | 0.9171 | 0.9577 |
| No log | 7.1594 | 494 | 0.9655 | 0.6377 | 0.9655 | 0.9826 |
| No log | 7.1884 | 496 | 0.9636 | 0.6377 | 0.9636 | 0.9816 |
| No log | 7.2174 | 498 | 0.9142 | 0.6459 | 0.9142 | 0.9561 |
| 0.3726 | 7.2464 | 500 | 0.8661 | 0.6589 | 0.8661 | 0.9306 |
| 0.3726 | 7.2754 | 502 | 0.8576 | 0.6840 | 0.8576 | 0.9261 |
| 0.3726 | 7.3043 | 504 | 0.9122 | 0.6385 | 0.9122 | 0.9551 |
| 0.3726 | 7.3333 | 506 | 0.9222 | 0.6419 | 0.9222 | 0.9603 |
| 0.3726 | 7.3623 | 508 | 0.8844 | 0.6295 | 0.8844 | 0.9404 |
| 0.3726 | 7.3913 | 510 | 0.8671 | 0.6461 | 0.8671 | 0.9312 |
| 0.3726 | 7.4203 | 512 | 0.8931 | 0.6202 | 0.8931 | 0.9450 |
| 0.3726 | 7.4493 | 514 | 0.9245 | 0.6385 | 0.9245 | 0.9615 |
| 0.3726 | 7.4783 | 516 | 0.9364 | 0.6385 | 0.9364 | 0.9677 |
| 0.3726 | 7.5072 | 518 | 0.9344 | 0.6397 | 0.9344 | 0.9666 |
| 0.3726 | 7.5362 | 520 | 0.9350 | 0.6397 | 0.9350 | 0.9670 |
| 0.3726 | 7.5652 | 522 | 0.9369 | 0.6397 | 0.9369 | 0.9679 |
| 0.3726 | 7.5942 | 524 | 0.9148 | 0.6439 | 0.9148 | 0.9565 |
| 0.3726 | 7.6232 | 526 | 0.8827 | 0.6551 | 0.8827 | 0.9395 |
| 0.3726 | 7.6522 | 528 | 0.8931 | 0.6430 | 0.8931 | 0.9451 |
| 0.3726 | 7.6812 | 530 | 0.8942 | 0.6430 | 0.8942 | 0.9456 |
| 0.3726 | 7.7101 | 532 | 0.9340 | 0.6397 | 0.9340 | 0.9664 |
| 0.3726 | 7.7391 | 534 | 1.0101 | 0.6137 | 1.0101 | 1.0051 |
| 0.3726 | 7.7681 | 536 | 1.0605 | 0.6217 | 1.0605 | 1.0298 |
| 0.3726 | 7.7971 | 538 | 1.0500 | 0.6217 | 1.0500 | 1.0247 |
| 0.3726 | 7.8261 | 540 | 1.0115 | 0.6137 | 1.0115 | 1.0058 |
| 0.3726 | 7.8551 | 542 | 0.9876 | 0.6341 | 0.9876 | 0.9938 |
| 0.3726 | 7.8841 | 544 | 0.9525 | 0.6309 | 0.9525 | 0.9759 |
| 0.3726 | 7.9130 | 546 | 0.9685 | 0.6341 | 0.9685 | 0.9841 |
| 0.3726 | 7.9420 | 548 | 1.0079 | 0.6170 | 1.0079 | 1.0040 |
| 0.3726 | 7.9710 | 550 | 1.0240 | 0.6231 | 1.0240 | 1.0119 |
| 0.3726 | 8.0 | 552 | 1.0207 | 0.6231 | 1.0207 | 1.0103 |
| 0.3726 | 8.0290 | 554 | 1.0119 | 0.6231 | 1.0119 | 1.0059 |
| 0.3726 | 8.0580 | 556 | 0.9882 | 0.6318 | 0.9882 | 0.9941 |
| 0.3726 | 8.0870 | 558 | 0.9685 | 0.6434 | 0.9685 | 0.9841 |
| 0.3726 | 8.1159 | 560 | 0.9296 | 0.6397 | 0.9296 | 0.9641 |
| 0.3726 | 8.1449 | 562 | 0.8834 | 0.6561 | 0.8834 | 0.9399 |
| 0.3726 | 8.1739 | 564 | 0.8709 | 0.6850 | 0.8709 | 0.9332 |
| 0.3726 | 8.2029 | 566 | 0.8814 | 0.6731 | 0.8814 | 0.9388 |
| 0.3726 | 8.2319 | 568 | 0.8877 | 0.6561 | 0.8877 | 0.9422 |
| 0.3726 | 8.2609 | 570 | 0.8981 | 0.6529 | 0.8981 | 0.9477 |
| 0.3726 | 8.2899 | 572 | 0.8918 | 0.6821 | 0.8918 | 0.9444 |
| 0.3726 | 8.3188 | 574 | 0.9006 | 0.6655 | 0.9006 | 0.9490 |
| 0.3726 | 8.3478 | 576 | 0.9067 | 0.6655 | 0.9067 | 0.9522 |
| 0.3726 | 8.3768 | 578 | 0.9297 | 0.6608 | 0.9297 | 0.9642 |
| 0.3726 | 8.4058 | 580 | 0.9547 | 0.6505 | 0.9547 | 0.9771 |
| 0.3726 | 8.4348 | 582 | 0.9497 | 0.6505 | 0.9497 | 0.9745 |
| 0.3726 | 8.4638 | 584 | 0.9175 | 0.7015 | 0.9175 | 0.9579 |
| 0.3726 | 8.4928 | 586 | 0.8907 | 0.7015 | 0.8907 | 0.9438 |
| 0.3726 | 8.5217 | 588 | 0.8809 | 0.6937 | 0.8809 | 0.9386 |
| 0.3726 | 8.5507 | 590 | 0.8830 | 0.6937 | 0.8830 | 0.9397 |
| 0.3726 | 8.5797 | 592 | 0.8789 | 0.6937 | 0.8789 | 0.9375 |
| 0.3726 | 8.6087 | 594 | 0.8664 | 0.6937 | 0.8664 | 0.9308 |
| 0.3726 | 8.6377 | 596 | 0.8726 | 0.6932 | 0.8726 | 0.9341 |
| 0.3726 | 8.6667 | 598 | 0.8867 | 0.6821 | 0.8867 | 0.9416 |
| 0.3726 | 8.6957 | 600 | 0.8903 | 0.6815 | 0.8903 | 0.9436 |
| 0.3726 | 8.7246 | 602 | 0.8820 | 0.6815 | 0.8820 | 0.9391 |
| 0.3726 | 8.7536 | 604 | 0.8734 | 0.6815 | 0.8734 | 0.9346 |
| 0.3726 | 8.7826 | 606 | 0.8720 | 0.6815 | 0.8720 | 0.9338 |
| 0.3726 | 8.8116 | 608 | 0.8803 | 0.6815 | 0.8803 | 0.9382 |
| 0.3726 | 8.8406 | 610 | 0.8948 | 0.6821 | 0.8948 | 0.9459 |
| 0.3726 | 8.8696 | 612 | 0.9107 | 0.6573 | 0.9107 | 0.9543 |
| 0.3726 | 8.8986 | 614 | 0.9186 | 0.6656 | 0.9186 | 0.9584 |
| 0.3726 | 8.9275 | 616 | 0.9122 | 0.6697 | 0.9122 | 0.9551 |
| 0.3726 | 8.9565 | 618 | 0.9126 | 0.6697 | 0.9126 | 0.9553 |
| 0.3726 | 8.9855 | 620 | 0.9101 | 0.6737 | 0.9101 | 0.9540 |
| 0.3726 | 9.0145 | 622 | 0.9185 | 0.6737 | 0.9185 | 0.9584 |
| 0.3726 | 9.0435 | 624 | 0.9036 | 0.6737 | 0.9036 | 0.9506 |
| 0.3726 | 9.0725 | 626 | 0.9019 | 0.6737 | 0.9019 | 0.9497 |
| 0.3726 | 9.1014 | 628 | 0.9132 | 0.6648 | 0.9132 | 0.9556 |
| 0.3726 | 9.1304 | 630 | 0.9194 | 0.6648 | 0.9194 | 0.9588 |
| 0.3726 | 9.1594 | 632 | 0.9375 | 0.6648 | 0.9375 | 0.9682 |
| 0.3726 | 9.1884 | 634 | 0.9490 | 0.6585 | 0.9490 | 0.9741 |
| 0.3726 | 9.2174 | 636 | 0.9502 | 0.6585 | 0.9502 | 0.9748 |
| 0.3726 | 9.2464 | 638 | 0.9388 | 0.6585 | 0.9388 | 0.9689 |
| 0.3726 | 9.2754 | 640 | 0.9273 | 0.6696 | 0.9273 | 0.9630 |
| 0.3726 | 9.3043 | 642 | 0.9247 | 0.6696 | 0.9247 | 0.9616 |
| 0.3726 | 9.3333 | 644 | 0.9126 | 0.6696 | 0.9126 | 0.9553 |
| 0.3726 | 9.3623 | 646 | 0.8939 | 0.6924 | 0.8939 | 0.9454 |
| 0.3726 | 9.3913 | 648 | 0.8806 | 0.7015 | 0.8806 | 0.9384 |
| 0.3726 | 9.4203 | 650 | 0.8757 | 0.7015 | 0.8757 | 0.9358 |
| 0.3726 | 9.4493 | 652 | 0.8804 | 0.6924 | 0.8804 | 0.9383 |
| 0.3726 | 9.4783 | 654 | 0.8815 | 0.6924 | 0.8815 | 0.9389 |
| 0.3726 | 9.5072 | 656 | 0.8826 | 0.6924 | 0.8826 | 0.9395 |
| 0.3726 | 9.5362 | 658 | 0.8852 | 0.6924 | 0.8852 | 0.9409 |
| 0.3726 | 9.5652 | 660 | 0.8791 | 0.6924 | 0.8791 | 0.9376 |
| 0.3726 | 9.5942 | 662 | 0.8780 | 0.6924 | 0.8780 | 0.9370 |
| 0.3726 | 9.6232 | 664 | 0.8823 | 0.6924 | 0.8823 | 0.9393 |
| 0.3726 | 9.6522 | 666 | 0.8898 | 0.6924 | 0.8898 | 0.9433 |
| 0.3726 | 9.6812 | 668 | 0.8916 | 0.6857 | 0.8916 | 0.9443 |
| 0.3726 | 9.7101 | 670 | 0.8922 | 0.6857 | 0.8922 | 0.9446 |
| 0.3726 | 9.7391 | 672 | 0.8950 | 0.6857 | 0.8950 | 0.9460 |
| 0.3726 | 9.7681 | 674 | 0.9007 | 0.6696 | 0.9007 | 0.9491 |
| 0.3726 | 9.7971 | 676 | 0.9034 | 0.6696 | 0.9034 | 0.9505 |
| 0.3726 | 9.8261 | 678 | 0.9034 | 0.6696 | 0.9034 | 0.9505 |
| 0.3726 | 9.8551 | 680 | 0.9014 | 0.6857 | 0.9014 | 0.9494 |
| 0.3726 | 9.8841 | 682 | 0.9012 | 0.6857 | 0.9012 | 0.9493 |
| 0.3726 | 9.9130 | 684 | 0.9015 | 0.6857 | 0.9015 | 0.9495 |
| 0.3726 | 9.9420 | 686 | 0.9012 | 0.6857 | 0.9012 | 0.9493 |
| 0.3726 | 9.9710 | 688 | 0.9007 | 0.6857 | 0.9007 | 0.9491 |
| 0.3726 | 10.0 | 690 | 0.9004 | 0.6857 | 0.9004 | 0.9489 |
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_k19_task5_organization
Base model
aubmindlab/bert-base-arabertv02