Instructions to use MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k14_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_k14_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_k14_task5_organization")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k14_task5_organization") model = AutoModelForSequenceClassification.from_pretrained("MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k14_task5_organization", device_map="auto") - Notebooks
- Google Colab
- Kaggle
ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k14_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: 0.8169
- Qwk: 0.7121
- Mse: 0.8169
- Rmse: 0.9038
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 | 0.0303 | 2 | 2.1747 | 0.0285 | 2.1747 | 1.4747 |
| No log | 0.0606 | 4 | 1.4443 | 0.2320 | 1.4443 | 1.2018 |
| No log | 0.0909 | 6 | 1.4168 | 0.1983 | 1.4168 | 1.1903 |
| No log | 0.1212 | 8 | 1.3971 | 0.1495 | 1.3971 | 1.1820 |
| No log | 0.1515 | 10 | 1.3227 | 0.1449 | 1.3227 | 1.1501 |
| No log | 0.1818 | 12 | 1.1806 | 0.2113 | 1.1806 | 1.0865 |
| No log | 0.2121 | 14 | 1.1709 | 0.2875 | 1.1709 | 1.0821 |
| No log | 0.2424 | 16 | 1.1693 | 0.3298 | 1.1693 | 1.0814 |
| No log | 0.2727 | 18 | 1.1592 | 0.2675 | 1.1592 | 1.0767 |
| No log | 0.3030 | 20 | 1.1867 | 0.2301 | 1.1867 | 1.0894 |
| No log | 0.3333 | 22 | 1.2962 | 0.1957 | 1.2962 | 1.1385 |
| No log | 0.3636 | 24 | 1.2512 | 0.1749 | 1.2512 | 1.1186 |
| No log | 0.3939 | 26 | 1.1415 | 0.2300 | 1.1415 | 1.0684 |
| No log | 0.4242 | 28 | 1.2990 | 0.2150 | 1.2990 | 1.1398 |
| No log | 0.4545 | 30 | 1.3996 | 0.2173 | 1.3996 | 1.1831 |
| No log | 0.4848 | 32 | 1.3920 | 0.2622 | 1.3920 | 1.1798 |
| No log | 0.5152 | 34 | 1.3720 | 0.1866 | 1.3720 | 1.1713 |
| No log | 0.5455 | 36 | 1.3201 | 0.0683 | 1.3201 | 1.1490 |
| No log | 0.5758 | 38 | 1.3345 | 0.0973 | 1.3345 | 1.1552 |
| No log | 0.6061 | 40 | 1.4057 | 0.3280 | 1.4057 | 1.1856 |
| No log | 0.6364 | 42 | 1.3755 | 0.3056 | 1.3755 | 1.1728 |
| No log | 0.6667 | 44 | 1.2817 | 0.2335 | 1.2817 | 1.1321 |
| No log | 0.6970 | 46 | 1.1989 | 0.2689 | 1.1989 | 1.0950 |
| No log | 0.7273 | 48 | 1.1652 | 0.3103 | 1.1652 | 1.0794 |
| No log | 0.7576 | 50 | 1.1352 | 0.3168 | 1.1352 | 1.0655 |
| No log | 0.7879 | 52 | 1.1243 | 0.3638 | 1.1243 | 1.0603 |
| No log | 0.8182 | 54 | 1.1591 | 0.3761 | 1.1591 | 1.0766 |
| No log | 0.8485 | 56 | 1.2218 | 0.3860 | 1.2218 | 1.1053 |
| No log | 0.8788 | 58 | 1.1985 | 0.4073 | 1.1985 | 1.0948 |
| No log | 0.9091 | 60 | 1.1979 | 0.4367 | 1.1979 | 1.0945 |
| No log | 0.9394 | 62 | 1.1983 | 0.4598 | 1.1983 | 1.0947 |
| No log | 0.9697 | 64 | 1.0059 | 0.5030 | 1.0059 | 1.0029 |
| No log | 1.0 | 66 | 0.8337 | 0.5983 | 0.8337 | 0.9130 |
| No log | 1.0303 | 68 | 0.8101 | 0.6098 | 0.8101 | 0.9000 |
| No log | 1.0606 | 70 | 0.7948 | 0.6400 | 0.7948 | 0.8915 |
| No log | 1.0909 | 72 | 0.8013 | 0.6319 | 0.8013 | 0.8951 |
| No log | 1.1212 | 74 | 0.8229 | 0.6252 | 0.8229 | 0.9071 |
| No log | 1.1515 | 76 | 0.8673 | 0.5858 | 0.8673 | 0.9313 |
| No log | 1.1818 | 78 | 0.8300 | 0.6046 | 0.8300 | 0.9110 |
| No log | 1.2121 | 80 | 0.7805 | 0.6486 | 0.7805 | 0.8835 |
| No log | 1.2424 | 82 | 0.7914 | 0.6275 | 0.7914 | 0.8896 |
| No log | 1.2727 | 84 | 0.8353 | 0.6468 | 0.8353 | 0.9139 |
| No log | 1.3030 | 86 | 0.9784 | 0.5742 | 0.9784 | 0.9892 |
| No log | 1.3333 | 88 | 1.3310 | 0.4652 | 1.3310 | 1.1537 |
| No log | 1.3636 | 90 | 1.5765 | 0.3815 | 1.5765 | 1.2556 |
| No log | 1.3939 | 92 | 1.4100 | 0.4419 | 1.4100 | 1.1874 |
| No log | 1.4242 | 94 | 1.0963 | 0.5489 | 1.0963 | 1.0471 |
| No log | 1.4545 | 96 | 0.8251 | 0.6362 | 0.8251 | 0.9084 |
| No log | 1.4848 | 98 | 0.8018 | 0.6245 | 0.8018 | 0.8954 |
| No log | 1.5152 | 100 | 0.8080 | 0.6120 | 0.8080 | 0.8989 |
| No log | 1.5455 | 102 | 0.8726 | 0.5879 | 0.8726 | 0.9341 |
| No log | 1.5758 | 104 | 0.9783 | 0.5746 | 0.9783 | 0.9891 |
| No log | 1.6061 | 106 | 1.2734 | 0.4213 | 1.2734 | 1.1284 |
| No log | 1.6364 | 108 | 1.5091 | 0.3859 | 1.5091 | 1.2285 |
| No log | 1.6667 | 110 | 1.5260 | 0.4216 | 1.5260 | 1.2353 |
| No log | 1.6970 | 112 | 1.3212 | 0.4296 | 1.3212 | 1.1494 |
| No log | 1.7273 | 114 | 1.0370 | 0.5168 | 1.0370 | 1.0183 |
| No log | 1.7576 | 116 | 0.8881 | 0.5224 | 0.8881 | 0.9424 |
| No log | 1.7879 | 118 | 0.8734 | 0.5747 | 0.8734 | 0.9345 |
| No log | 1.8182 | 120 | 0.8748 | 0.5793 | 0.8748 | 0.9353 |
| No log | 1.8485 | 122 | 0.9124 | 0.5286 | 0.9124 | 0.9552 |
| No log | 1.8788 | 124 | 1.0429 | 0.5001 | 1.0429 | 1.0212 |
| No log | 1.9091 | 126 | 1.2515 | 0.4249 | 1.2515 | 1.1187 |
| No log | 1.9394 | 128 | 1.4440 | 0.4006 | 1.4440 | 1.2017 |
| No log | 1.9697 | 130 | 1.5226 | 0.4136 | 1.5226 | 1.2339 |
| No log | 2.0 | 132 | 1.3528 | 0.4522 | 1.3528 | 1.1631 |
| No log | 2.0303 | 134 | 1.0978 | 0.4761 | 1.0978 | 1.0477 |
| No log | 2.0606 | 136 | 0.9512 | 0.5297 | 0.9512 | 0.9753 |
| No log | 2.0909 | 138 | 0.8943 | 0.5861 | 0.8943 | 0.9457 |
| No log | 2.1212 | 140 | 0.8813 | 0.6012 | 0.8813 | 0.9388 |
| No log | 2.1515 | 142 | 0.9263 | 0.5620 | 0.9263 | 0.9624 |
| No log | 2.1818 | 144 | 1.0921 | 0.4767 | 1.0921 | 1.0450 |
| No log | 2.2121 | 146 | 1.2054 | 0.4503 | 1.2054 | 1.0979 |
| No log | 2.2424 | 148 | 1.1291 | 0.4872 | 1.1291 | 1.0626 |
| No log | 2.2727 | 150 | 0.9860 | 0.5560 | 0.9860 | 0.9930 |
| No log | 2.3030 | 152 | 0.8397 | 0.6087 | 0.8397 | 0.9164 |
| No log | 2.3333 | 154 | 0.7991 | 0.6441 | 0.7991 | 0.8939 |
| No log | 2.3636 | 156 | 0.8020 | 0.6553 | 0.8020 | 0.8956 |
| No log | 2.3939 | 158 | 0.8635 | 0.6616 | 0.8635 | 0.9293 |
| No log | 2.4242 | 160 | 0.9970 | 0.5624 | 0.9970 | 0.9985 |
| No log | 2.4545 | 162 | 1.1094 | 0.5456 | 1.1094 | 1.0533 |
| No log | 2.4848 | 164 | 1.1033 | 0.5368 | 1.1033 | 1.0504 |
| No log | 2.5152 | 166 | 1.0461 | 0.5690 | 1.0461 | 1.0228 |
| No log | 2.5455 | 168 | 0.9264 | 0.5986 | 0.9264 | 0.9625 |
| No log | 2.5758 | 170 | 0.8204 | 0.6726 | 0.8204 | 0.9057 |
| No log | 2.6061 | 172 | 0.8097 | 0.6583 | 0.8097 | 0.8998 |
| No log | 2.6364 | 174 | 0.8245 | 0.6336 | 0.8245 | 0.9080 |
| No log | 2.6667 | 176 | 0.9063 | 0.5855 | 0.9063 | 0.9520 |
| No log | 2.6970 | 178 | 1.0184 | 0.5342 | 1.0184 | 1.0092 |
| No log | 2.7273 | 180 | 0.9654 | 0.5602 | 0.9654 | 0.9826 |
| No log | 2.7576 | 182 | 0.8255 | 0.6510 | 0.8255 | 0.9086 |
| No log | 2.7879 | 184 | 0.7533 | 0.6546 | 0.7533 | 0.8679 |
| No log | 2.8182 | 186 | 0.7478 | 0.6606 | 0.7478 | 0.8647 |
| No log | 2.8485 | 188 | 0.7710 | 0.6545 | 0.7710 | 0.8781 |
| No log | 2.8788 | 190 | 0.8718 | 0.5989 | 0.8718 | 0.9337 |
| No log | 2.9091 | 192 | 0.9808 | 0.5423 | 0.9808 | 0.9903 |
| No log | 2.9394 | 194 | 1.0956 | 0.5141 | 1.0956 | 1.0467 |
| No log | 2.9697 | 196 | 1.2572 | 0.5092 | 1.2572 | 1.1212 |
| No log | 3.0 | 198 | 1.3926 | 0.4857 | 1.3926 | 1.1801 |
| No log | 3.0303 | 200 | 1.3053 | 0.4990 | 1.3053 | 1.1425 |
| No log | 3.0606 | 202 | 1.1417 | 0.5065 | 1.1417 | 1.0685 |
| No log | 3.0909 | 204 | 0.9568 | 0.5442 | 0.9568 | 0.9781 |
| No log | 3.1212 | 206 | 0.8646 | 0.6278 | 0.8646 | 0.9299 |
| No log | 3.1515 | 208 | 0.8598 | 0.6294 | 0.8598 | 0.9272 |
| No log | 3.1818 | 210 | 0.9305 | 0.5870 | 0.9305 | 0.9646 |
| No log | 3.2121 | 212 | 0.9838 | 0.5536 | 0.9838 | 0.9919 |
| No log | 3.2424 | 214 | 0.8903 | 0.5883 | 0.8903 | 0.9436 |
| No log | 3.2727 | 216 | 0.7917 | 0.6254 | 0.7917 | 0.8898 |
| No log | 3.3030 | 218 | 0.7566 | 0.6773 | 0.7566 | 0.8698 |
| No log | 3.3333 | 220 | 0.7754 | 0.6666 | 0.7754 | 0.8806 |
| No log | 3.3636 | 222 | 0.8373 | 0.6442 | 0.8373 | 0.9151 |
| No log | 3.3939 | 224 | 0.9176 | 0.5766 | 0.9176 | 0.9579 |
| No log | 3.4242 | 226 | 1.0823 | 0.5834 | 1.0823 | 1.0403 |
| No log | 3.4545 | 228 | 1.2781 | 0.5426 | 1.2781 | 1.1305 |
| No log | 3.4848 | 230 | 1.2852 | 0.5443 | 1.2852 | 1.1337 |
| No log | 3.5152 | 232 | 1.1161 | 0.5529 | 1.1161 | 1.0565 |
| No log | 3.5455 | 234 | 0.9408 | 0.6062 | 0.9408 | 0.9699 |
| No log | 3.5758 | 236 | 0.8693 | 0.6446 | 0.8693 | 0.9324 |
| No log | 3.6061 | 238 | 0.8820 | 0.6363 | 0.8820 | 0.9391 |
| No log | 3.6364 | 240 | 1.0085 | 0.6163 | 1.0085 | 1.0042 |
| No log | 3.6667 | 242 | 1.0949 | 0.5545 | 1.0949 | 1.0464 |
| No log | 3.6970 | 244 | 1.1879 | 0.5581 | 1.1879 | 1.0899 |
| No log | 3.7273 | 246 | 1.1588 | 0.5695 | 1.1588 | 1.0765 |
| No log | 3.7576 | 248 | 1.0123 | 0.5956 | 1.0123 | 1.0061 |
| No log | 3.7879 | 250 | 0.8602 | 0.6785 | 0.8602 | 0.9275 |
| No log | 3.8182 | 252 | 0.7923 | 0.6979 | 0.7923 | 0.8901 |
| No log | 3.8485 | 254 | 0.7754 | 0.6865 | 0.7754 | 0.8806 |
| No log | 3.8788 | 256 | 0.7887 | 0.7011 | 0.7887 | 0.8881 |
| No log | 3.9091 | 258 | 0.8606 | 0.6537 | 0.8606 | 0.9277 |
| No log | 3.9394 | 260 | 1.0405 | 0.5631 | 1.0405 | 1.0201 |
| No log | 3.9697 | 262 | 1.2443 | 0.5232 | 1.2443 | 1.1155 |
| No log | 4.0 | 264 | 1.2768 | 0.5029 | 1.2768 | 1.1300 |
| No log | 4.0303 | 266 | 1.1857 | 0.5212 | 1.1857 | 1.0889 |
| No log | 4.0606 | 268 | 1.0386 | 0.5673 | 1.0386 | 1.0191 |
| No log | 4.0909 | 270 | 0.8761 | 0.6092 | 0.8761 | 0.9360 |
| No log | 4.1212 | 272 | 0.7887 | 0.6954 | 0.7887 | 0.8881 |
| No log | 4.1515 | 274 | 0.7726 | 0.6980 | 0.7726 | 0.8790 |
| No log | 4.1818 | 276 | 0.7864 | 0.6804 | 0.7864 | 0.8868 |
| No log | 4.2121 | 278 | 0.8502 | 0.6627 | 0.8502 | 0.9221 |
| No log | 4.2424 | 280 | 0.9490 | 0.5846 | 0.9490 | 0.9742 |
| No log | 4.2727 | 282 | 0.9784 | 0.5707 | 0.9784 | 0.9891 |
| No log | 4.3030 | 284 | 0.9946 | 0.5684 | 0.9946 | 0.9973 |
| No log | 4.3333 | 286 | 0.9708 | 0.5972 | 0.9708 | 0.9853 |
| No log | 4.3636 | 288 | 0.8711 | 0.6631 | 0.8711 | 0.9333 |
| No log | 4.3939 | 290 | 0.7806 | 0.6869 | 0.7806 | 0.8835 |
| No log | 4.4242 | 292 | 0.7186 | 0.6620 | 0.7186 | 0.8477 |
| No log | 4.4545 | 294 | 0.7114 | 0.6766 | 0.7114 | 0.8434 |
| No log | 4.4848 | 296 | 0.7232 | 0.6726 | 0.7232 | 0.8504 |
| No log | 4.5152 | 298 | 0.7445 | 0.6709 | 0.7445 | 0.8628 |
| No log | 4.5455 | 300 | 0.8224 | 0.6898 | 0.8224 | 0.9069 |
| No log | 4.5758 | 302 | 0.8859 | 0.6600 | 0.8859 | 0.9412 |
| No log | 4.6061 | 304 | 0.9006 | 0.6141 | 0.9006 | 0.9490 |
| No log | 4.6364 | 306 | 0.8681 | 0.6461 | 0.8681 | 0.9317 |
| No log | 4.6667 | 308 | 0.8658 | 0.6589 | 0.8658 | 0.9305 |
| No log | 4.6970 | 310 | 0.9236 | 0.6205 | 0.9236 | 0.9610 |
| No log | 4.7273 | 312 | 1.0005 | 0.5817 | 1.0005 | 1.0003 |
| No log | 4.7576 | 314 | 1.1194 | 0.5226 | 1.1194 | 1.0580 |
| No log | 4.7879 | 316 | 1.1892 | 0.5309 | 1.1892 | 1.0905 |
| No log | 4.8182 | 318 | 1.1791 | 0.5492 | 1.1791 | 1.0859 |
| No log | 4.8485 | 320 | 1.0801 | 0.6136 | 1.0801 | 1.0393 |
| No log | 4.8788 | 322 | 0.9373 | 0.6559 | 0.9373 | 0.9682 |
| No log | 4.9091 | 324 | 0.8379 | 0.6935 | 0.8379 | 0.9154 |
| No log | 4.9394 | 326 | 0.8068 | 0.6943 | 0.8068 | 0.8982 |
| No log | 4.9697 | 328 | 0.8125 | 0.6958 | 0.8125 | 0.9014 |
| No log | 5.0 | 330 | 0.8761 | 0.6918 | 0.8761 | 0.9360 |
| No log | 5.0303 | 332 | 0.9926 | 0.6759 | 0.9926 | 0.9963 |
| No log | 5.0606 | 334 | 1.0934 | 0.6498 | 1.0934 | 1.0457 |
| No log | 5.0909 | 336 | 1.0856 | 0.6415 | 1.0856 | 1.0419 |
| No log | 5.1212 | 338 | 1.0067 | 0.6680 | 1.0067 | 1.0034 |
| No log | 5.1515 | 340 | 0.8731 | 0.6792 | 0.8731 | 0.9344 |
| No log | 5.1818 | 342 | 0.7498 | 0.7205 | 0.7498 | 0.8659 |
| No log | 5.2121 | 344 | 0.6959 | 0.7393 | 0.6959 | 0.8342 |
| No log | 5.2424 | 346 | 0.6891 | 0.7270 | 0.6891 | 0.8301 |
| No log | 5.2727 | 348 | 0.7110 | 0.7353 | 0.7110 | 0.8432 |
| No log | 5.3030 | 350 | 0.7346 | 0.7432 | 0.7346 | 0.8571 |
| No log | 5.3333 | 352 | 0.7143 | 0.7315 | 0.7143 | 0.8451 |
| No log | 5.3636 | 354 | 0.6734 | 0.7299 | 0.6734 | 0.8206 |
| No log | 5.3939 | 356 | 0.6561 | 0.7010 | 0.6561 | 0.8100 |
| No log | 5.4242 | 358 | 0.6590 | 0.7005 | 0.6590 | 0.8118 |
| No log | 5.4545 | 360 | 0.6721 | 0.7063 | 0.6721 | 0.8198 |
| No log | 5.4848 | 362 | 0.7256 | 0.7391 | 0.7256 | 0.8518 |
| No log | 5.5152 | 364 | 0.8275 | 0.7067 | 0.8275 | 0.9097 |
| No log | 5.5455 | 366 | 0.8694 | 0.6900 | 0.8694 | 0.9324 |
| No log | 5.5758 | 368 | 0.8553 | 0.6972 | 0.8553 | 0.9248 |
| No log | 5.6061 | 370 | 0.7962 | 0.6970 | 0.7962 | 0.8923 |
| No log | 5.6364 | 372 | 0.7448 | 0.7573 | 0.7448 | 0.8630 |
| No log | 5.6667 | 374 | 0.7299 | 0.7254 | 0.7299 | 0.8544 |
| No log | 5.6970 | 376 | 0.7452 | 0.7457 | 0.7452 | 0.8633 |
| No log | 5.7273 | 378 | 0.7897 | 0.7062 | 0.7897 | 0.8886 |
| No log | 5.7576 | 380 | 0.8674 | 0.6981 | 0.8674 | 0.9314 |
| No log | 5.7879 | 382 | 0.9679 | 0.6736 | 0.9679 | 0.9838 |
| No log | 5.8182 | 384 | 0.9900 | 0.6631 | 0.9900 | 0.9950 |
| No log | 5.8485 | 386 | 0.9223 | 0.6519 | 0.9223 | 0.9604 |
| No log | 5.8788 | 388 | 0.8143 | 0.7039 | 0.8143 | 0.9024 |
| No log | 5.9091 | 390 | 0.7347 | 0.7162 | 0.7347 | 0.8571 |
| No log | 5.9394 | 392 | 0.7038 | 0.7136 | 0.7038 | 0.8389 |
| No log | 5.9697 | 394 | 0.7158 | 0.7455 | 0.7158 | 0.8461 |
| No log | 6.0 | 396 | 0.7537 | 0.7398 | 0.7537 | 0.8681 |
| No log | 6.0303 | 398 | 0.8124 | 0.7074 | 0.8124 | 0.9013 |
| No log | 6.0606 | 400 | 0.8653 | 0.6844 | 0.8653 | 0.9302 |
| No log | 6.0909 | 402 | 0.8468 | 0.6927 | 0.8468 | 0.9202 |
| No log | 6.1212 | 404 | 0.8032 | 0.7195 | 0.8032 | 0.8962 |
| No log | 6.1515 | 406 | 0.7836 | 0.7215 | 0.7836 | 0.8852 |
| No log | 6.1818 | 408 | 0.7754 | 0.7178 | 0.7754 | 0.8805 |
| No log | 6.2121 | 410 | 0.7627 | 0.7096 | 0.7627 | 0.8733 |
| No log | 6.2424 | 412 | 0.7936 | 0.6964 | 0.7936 | 0.8909 |
| No log | 6.2727 | 414 | 0.8606 | 0.7152 | 0.8606 | 0.9277 |
| No log | 6.3030 | 416 | 0.9330 | 0.6723 | 0.9330 | 0.9659 |
| No log | 6.3333 | 418 | 0.9673 | 0.6616 | 0.9673 | 0.9835 |
| No log | 6.3636 | 420 | 0.9321 | 0.6532 | 0.9321 | 0.9654 |
| No log | 6.3939 | 422 | 0.8927 | 0.6678 | 0.8927 | 0.9448 |
| No log | 6.4242 | 424 | 0.8854 | 0.6678 | 0.8854 | 0.9410 |
| No log | 6.4545 | 426 | 0.8937 | 0.6678 | 0.8937 | 0.9454 |
| No log | 6.4848 | 428 | 0.8775 | 0.6814 | 0.8775 | 0.9367 |
| No log | 6.5152 | 430 | 0.8506 | 0.6886 | 0.8506 | 0.9223 |
| No log | 6.5455 | 432 | 0.8525 | 0.7057 | 0.8525 | 0.9233 |
| No log | 6.5758 | 434 | 0.8741 | 0.6958 | 0.8741 | 0.9349 |
| No log | 6.6061 | 436 | 0.8905 | 0.6723 | 0.8905 | 0.9437 |
| No log | 6.6364 | 438 | 0.9018 | 0.6705 | 0.9018 | 0.9496 |
| No log | 6.6667 | 440 | 0.9320 | 0.6748 | 0.9320 | 0.9654 |
| No log | 6.6970 | 442 | 0.9519 | 0.6833 | 0.9519 | 0.9757 |
| No log | 6.7273 | 444 | 0.9477 | 0.6729 | 0.9477 | 0.9735 |
| No log | 6.7576 | 446 | 0.9175 | 0.6923 | 0.9175 | 0.9579 |
| No log | 6.7879 | 448 | 0.9136 | 0.6928 | 0.9136 | 0.9558 |
| No log | 6.8182 | 450 | 0.8995 | 0.6894 | 0.8995 | 0.9484 |
| No log | 6.8485 | 452 | 0.8873 | 0.6894 | 0.8873 | 0.9420 |
| No log | 6.8788 | 454 | 0.8746 | 0.6894 | 0.8746 | 0.9352 |
| No log | 6.9091 | 456 | 0.8581 | 0.6949 | 0.8581 | 0.9263 |
| No log | 6.9394 | 458 | 0.8195 | 0.6986 | 0.8195 | 0.9053 |
| No log | 6.9697 | 460 | 0.7848 | 0.7077 | 0.7848 | 0.8859 |
| No log | 7.0 | 462 | 0.7693 | 0.7201 | 0.7693 | 0.8771 |
| No log | 7.0303 | 464 | 0.7822 | 0.7077 | 0.7822 | 0.8844 |
| No log | 7.0606 | 466 | 0.7895 | 0.7077 | 0.7895 | 0.8885 |
| No log | 7.0909 | 468 | 0.7842 | 0.6993 | 0.7842 | 0.8855 |
| No log | 7.1212 | 470 | 0.7649 | 0.6943 | 0.7649 | 0.8746 |
| No log | 7.1515 | 472 | 0.7657 | 0.6898 | 0.7657 | 0.8751 |
| No log | 7.1818 | 474 | 0.7726 | 0.6898 | 0.7726 | 0.8790 |
| No log | 7.2121 | 476 | 0.7639 | 0.6898 | 0.7639 | 0.8740 |
| No log | 7.2424 | 478 | 0.7601 | 0.6904 | 0.7601 | 0.8718 |
| No log | 7.2727 | 480 | 0.7775 | 0.6948 | 0.7775 | 0.8817 |
| No log | 7.3030 | 482 | 0.8233 | 0.6920 | 0.8233 | 0.9074 |
| No log | 7.3333 | 484 | 0.8718 | 0.6883 | 0.8718 | 0.9337 |
| No log | 7.3636 | 486 | 0.8854 | 0.6918 | 0.8854 | 0.9410 |
| No log | 7.3939 | 488 | 0.8596 | 0.6925 | 0.8596 | 0.9272 |
| No log | 7.4242 | 490 | 0.8279 | 0.6963 | 0.8279 | 0.9099 |
| No log | 7.4545 | 492 | 0.8098 | 0.6904 | 0.8098 | 0.8999 |
| No log | 7.4848 | 494 | 0.8106 | 0.6904 | 0.8106 | 0.9003 |
| No log | 7.5152 | 496 | 0.8340 | 0.6904 | 0.8340 | 0.9133 |
| No log | 7.5455 | 498 | 0.8593 | 0.7021 | 0.8593 | 0.9270 |
| 0.327 | 7.5758 | 500 | 0.8747 | 0.6937 | 0.8747 | 0.9353 |
| 0.327 | 7.6061 | 502 | 0.8882 | 0.6932 | 0.8882 | 0.9424 |
| 0.327 | 7.6364 | 504 | 0.8757 | 0.6932 | 0.8757 | 0.9358 |
| 0.327 | 7.6667 | 506 | 0.8549 | 0.6932 | 0.8549 | 0.9246 |
| 0.327 | 7.6970 | 508 | 0.8173 | 0.6796 | 0.8173 | 0.9041 |
| 0.327 | 7.7273 | 510 | 0.7944 | 0.6732 | 0.7944 | 0.8913 |
| 0.327 | 7.7576 | 512 | 0.7739 | 0.6648 | 0.7739 | 0.8797 |
| 0.327 | 7.7879 | 514 | 0.7684 | 0.6648 | 0.7684 | 0.8766 |
| 0.327 | 7.8182 | 516 | 0.7730 | 0.6544 | 0.7730 | 0.8792 |
| 0.327 | 7.8485 | 518 | 0.7780 | 0.6544 | 0.7780 | 0.8820 |
| 0.327 | 7.8788 | 520 | 0.7805 | 0.6796 | 0.7805 | 0.8834 |
| 0.327 | 7.9091 | 522 | 0.7872 | 0.6886 | 0.7872 | 0.8873 |
| 0.327 | 7.9394 | 524 | 0.8057 | 0.7033 | 0.8057 | 0.8976 |
| 0.327 | 7.9697 | 526 | 0.8293 | 0.7033 | 0.8293 | 0.9107 |
| 0.327 | 8.0 | 528 | 0.8460 | 0.6958 | 0.8460 | 0.9198 |
| 0.327 | 8.0303 | 530 | 0.8554 | 0.7181 | 0.8554 | 0.9249 |
| 0.327 | 8.0606 | 532 | 0.8470 | 0.7181 | 0.8470 | 0.9203 |
| 0.327 | 8.0909 | 534 | 0.8271 | 0.7092 | 0.8271 | 0.9094 |
| 0.327 | 8.1212 | 536 | 0.8137 | 0.7092 | 0.8137 | 0.9021 |
| 0.327 | 8.1515 | 538 | 0.8005 | 0.7013 | 0.8005 | 0.8947 |
| 0.327 | 8.1818 | 540 | 0.7857 | 0.6933 | 0.7857 | 0.8864 |
| 0.327 | 8.2121 | 542 | 0.7751 | 0.6933 | 0.7751 | 0.8804 |
| 0.327 | 8.2424 | 544 | 0.7653 | 0.7029 | 0.7653 | 0.8748 |
| 0.327 | 8.2727 | 546 | 0.7382 | 0.7287 | 0.7382 | 0.8592 |
| 0.327 | 8.3030 | 548 | 0.7211 | 0.7331 | 0.7211 | 0.8492 |
| 0.327 | 8.3333 | 550 | 0.7052 | 0.7257 | 0.7052 | 0.8398 |
| 0.327 | 8.3636 | 552 | 0.7019 | 0.7197 | 0.7019 | 0.8378 |
| 0.327 | 8.3939 | 554 | 0.7108 | 0.7152 | 0.7108 | 0.8431 |
| 0.327 | 8.4242 | 556 | 0.7232 | 0.7041 | 0.7232 | 0.8504 |
| 0.327 | 8.4545 | 558 | 0.7458 | 0.7017 | 0.7458 | 0.8636 |
| 0.327 | 8.4848 | 560 | 0.7643 | 0.6953 | 0.7643 | 0.8743 |
| 0.327 | 8.5152 | 562 | 0.7697 | 0.6867 | 0.7697 | 0.8773 |
| 0.327 | 8.5455 | 564 | 0.7680 | 0.6867 | 0.7680 | 0.8764 |
| 0.327 | 8.5758 | 566 | 0.7632 | 0.6867 | 0.7632 | 0.8736 |
| 0.327 | 8.6061 | 568 | 0.7630 | 0.6830 | 0.7630 | 0.8735 |
| 0.327 | 8.6364 | 570 | 0.7570 | 0.6931 | 0.7570 | 0.8701 |
| 0.327 | 8.6667 | 572 | 0.7559 | 0.6931 | 0.7559 | 0.8694 |
| 0.327 | 8.6970 | 574 | 0.7492 | 0.6931 | 0.7492 | 0.8655 |
| 0.327 | 8.7273 | 576 | 0.7421 | 0.6868 | 0.7421 | 0.8614 |
| 0.327 | 8.7576 | 578 | 0.7457 | 0.6868 | 0.7457 | 0.8636 |
| 0.327 | 8.7879 | 580 | 0.7562 | 0.6931 | 0.7562 | 0.8696 |
| 0.327 | 8.8182 | 582 | 0.7751 | 0.7103 | 0.7751 | 0.8804 |
| 0.327 | 8.8485 | 584 | 0.7870 | 0.7103 | 0.7870 | 0.8871 |
| 0.327 | 8.8788 | 586 | 0.7786 | 0.7103 | 0.7786 | 0.8824 |
| 0.327 | 8.9091 | 588 | 0.7709 | 0.7103 | 0.7709 | 0.8780 |
| 0.327 | 8.9394 | 590 | 0.7606 | 0.7224 | 0.7606 | 0.8721 |
| 0.327 | 8.9697 | 592 | 0.7536 | 0.7224 | 0.7536 | 0.8681 |
| 0.327 | 9.0 | 594 | 0.7520 | 0.7166 | 0.7520 | 0.8672 |
| 0.327 | 9.0303 | 596 | 0.7567 | 0.7224 | 0.7567 | 0.8699 |
| 0.327 | 9.0606 | 598 | 0.7599 | 0.7224 | 0.7599 | 0.8717 |
| 0.327 | 9.0909 | 600 | 0.7596 | 0.7224 | 0.7596 | 0.8716 |
| 0.327 | 9.1212 | 602 | 0.7631 | 0.7103 | 0.7631 | 0.8735 |
| 0.327 | 9.1515 | 604 | 0.7681 | 0.7103 | 0.7681 | 0.8764 |
| 0.327 | 9.1818 | 606 | 0.7732 | 0.7103 | 0.7732 | 0.8793 |
| 0.327 | 9.2121 | 608 | 0.7741 | 0.7021 | 0.7741 | 0.8798 |
| 0.327 | 9.2424 | 610 | 0.7690 | 0.7021 | 0.7690 | 0.8769 |
| 0.327 | 9.2727 | 612 | 0.7600 | 0.7021 | 0.7600 | 0.8718 |
| 0.327 | 9.3030 | 614 | 0.7554 | 0.7021 | 0.7554 | 0.8691 |
| 0.327 | 9.3333 | 616 | 0.7587 | 0.7017 | 0.7587 | 0.8711 |
| 0.327 | 9.3636 | 618 | 0.7632 | 0.7021 | 0.7632 | 0.8736 |
| 0.327 | 9.3939 | 620 | 0.7701 | 0.7021 | 0.7701 | 0.8775 |
| 0.327 | 9.4242 | 622 | 0.7729 | 0.7057 | 0.7729 | 0.8792 |
| 0.327 | 9.4545 | 624 | 0.7741 | 0.7021 | 0.7741 | 0.8798 |
| 0.327 | 9.4848 | 626 | 0.7720 | 0.7021 | 0.7720 | 0.8786 |
| 0.327 | 9.5152 | 628 | 0.7698 | 0.7021 | 0.7698 | 0.8774 |
| 0.327 | 9.5455 | 630 | 0.7728 | 0.7021 | 0.7728 | 0.8791 |
| 0.327 | 9.5758 | 632 | 0.7796 | 0.6922 | 0.7796 | 0.8829 |
| 0.327 | 9.6061 | 634 | 0.7888 | 0.7005 | 0.7888 | 0.8881 |
| 0.327 | 9.6364 | 636 | 0.7969 | 0.7005 | 0.7969 | 0.8927 |
| 0.327 | 9.6667 | 638 | 0.8019 | 0.7005 | 0.8019 | 0.8955 |
| 0.327 | 9.6970 | 640 | 0.8033 | 0.7005 | 0.8033 | 0.8963 |
| 0.327 | 9.7273 | 642 | 0.8062 | 0.7005 | 0.8062 | 0.8979 |
| 0.327 | 9.7576 | 644 | 0.8093 | 0.7005 | 0.8093 | 0.8996 |
| 0.327 | 9.7879 | 646 | 0.8118 | 0.7005 | 0.8118 | 0.9010 |
| 0.327 | 9.8182 | 648 | 0.8145 | 0.7005 | 0.8145 | 0.9025 |
| 0.327 | 9.8485 | 650 | 0.8171 | 0.7121 | 0.8171 | 0.9039 |
| 0.327 | 9.8788 | 652 | 0.8184 | 0.7121 | 0.8184 | 0.9047 |
| 0.327 | 9.9091 | 654 | 0.8183 | 0.7121 | 0.8183 | 0.9046 |
| 0.327 | 9.9394 | 656 | 0.8178 | 0.7121 | 0.8178 | 0.9043 |
| 0.327 | 9.9697 | 658 | 0.8174 | 0.7121 | 0.8174 | 0.9041 |
| 0.327 | 10.0 | 660 | 0.8169 | 0.7121 | 0.8169 | 0.9038 |
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_k14_task5_organization
Base model
aubmindlab/bert-base-arabertv02