Instructions to use MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k15_task3_organization with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k15_task3_organization with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k15_task3_organization")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k15_task3_organization") model = AutoModelForSequenceClassification.from_pretrained("MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k15_task3_organization", device_map="auto") - Notebooks
- Google Colab
- Kaggle
ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k15_task3_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: 0.8775
- Qwk: 0.1496
- Mse: 0.8775
- Rmse: 0.9367
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|---|---|---|---|---|---|---|
| No log | 0.0286 | 2 | 3.2776 | -0.0332 | 3.2776 | 1.8104 |
| No log | 0.0571 | 4 | 1.5961 | -0.0101 | 1.5961 | 1.2634 |
| No log | 0.0857 | 6 | 1.5379 | 0.0204 | 1.5379 | 1.2401 |
| No log | 0.1143 | 8 | 1.1765 | 0.0632 | 1.1765 | 1.0847 |
| No log | 0.1429 | 10 | 0.6329 | 0.0145 | 0.6329 | 0.7955 |
| No log | 0.1714 | 12 | 0.5882 | 0.0569 | 0.5882 | 0.7670 |
| No log | 0.2 | 14 | 0.6159 | -0.0159 | 0.6159 | 0.7848 |
| No log | 0.2286 | 16 | 0.6519 | 0.1565 | 0.6519 | 0.8074 |
| No log | 0.2571 | 18 | 0.6854 | 0.1605 | 0.6854 | 0.8279 |
| No log | 0.2857 | 20 | 0.6933 | 0.1282 | 0.6933 | 0.8327 |
| No log | 0.3143 | 22 | 0.7150 | -0.1394 | 0.7150 | 0.8456 |
| No log | 0.3429 | 24 | 0.7545 | -0.1358 | 0.7545 | 0.8686 |
| No log | 0.3714 | 26 | 0.7173 | -0.1824 | 0.7173 | 0.8470 |
| No log | 0.4 | 28 | 0.9824 | 0.0252 | 0.9824 | 0.9912 |
| No log | 0.4286 | 30 | 1.1631 | 0.0701 | 1.1631 | 1.0785 |
| No log | 0.4571 | 32 | 0.7319 | 0.0805 | 0.7319 | 0.8555 |
| No log | 0.4857 | 34 | 0.6245 | -0.0303 | 0.6245 | 0.7902 |
| No log | 0.5143 | 36 | 0.6380 | -0.0963 | 0.6380 | 0.7987 |
| No log | 0.5429 | 38 | 0.6361 | 0.0556 | 0.6361 | 0.7975 |
| No log | 0.5714 | 40 | 0.6123 | 0.1020 | 0.6123 | 0.7825 |
| No log | 0.6 | 42 | 0.6543 | 0.2000 | 0.6543 | 0.8089 |
| No log | 0.6286 | 44 | 0.6143 | 0.1795 | 0.6143 | 0.7838 |
| No log | 0.6571 | 46 | 0.7279 | 0.1828 | 0.7279 | 0.8532 |
| No log | 0.6857 | 48 | 1.0077 | 0.1020 | 1.0077 | 1.0039 |
| No log | 0.7143 | 50 | 0.7280 | 0.1590 | 0.7280 | 0.8532 |
| No log | 0.7429 | 52 | 0.5829 | -0.0159 | 0.5829 | 0.7635 |
| No log | 0.7714 | 54 | 0.6445 | 0.0 | 0.6445 | 0.8028 |
| No log | 0.8 | 56 | 0.6155 | 0.0 | 0.6155 | 0.7845 |
| No log | 0.8286 | 58 | 0.5908 | -0.0159 | 0.5908 | 0.7686 |
| No log | 0.8571 | 60 | 0.6821 | 0.2644 | 0.6821 | 0.8259 |
| No log | 0.8857 | 62 | 0.8590 | 0.0085 | 0.8590 | 0.9268 |
| No log | 0.9143 | 64 | 0.7632 | 0.1050 | 0.7632 | 0.8736 |
| No log | 0.9429 | 66 | 0.5912 | 0.2109 | 0.5912 | 0.7689 |
| No log | 0.9714 | 68 | 0.5998 | 0.0476 | 0.5998 | 0.7745 |
| No log | 1.0 | 70 | 0.6104 | -0.0159 | 0.6104 | 0.7813 |
| No log | 1.0286 | 72 | 0.6235 | 0.1795 | 0.6235 | 0.7896 |
| No log | 1.0571 | 74 | 0.8060 | 0.2077 | 0.8060 | 0.8978 |
| No log | 1.0857 | 76 | 0.9551 | 0.1392 | 0.9551 | 0.9773 |
| No log | 1.1143 | 78 | 1.0706 | 0.0769 | 1.0706 | 1.0347 |
| No log | 1.1429 | 80 | 1.4418 | 0.0927 | 1.4418 | 1.2007 |
| No log | 1.1714 | 82 | 0.9392 | 0.1481 | 0.9392 | 0.9691 |
| No log | 1.2 | 84 | 0.5816 | -0.0303 | 0.5816 | 0.7626 |
| No log | 1.2286 | 86 | 0.6501 | 0.0625 | 0.6501 | 0.8063 |
| No log | 1.2571 | 88 | 0.6439 | 0.0534 | 0.6439 | 0.8024 |
| No log | 1.2857 | 90 | 0.5818 | 0.1233 | 0.5818 | 0.7627 |
| No log | 1.3143 | 92 | 0.6611 | 0.2184 | 0.6611 | 0.8131 |
| No log | 1.3429 | 94 | 0.6289 | 0.2832 | 0.6289 | 0.7930 |
| No log | 1.3714 | 96 | 0.6778 | 0.2542 | 0.6778 | 0.8233 |
| No log | 1.4 | 98 | 0.8037 | 0.2287 | 0.8037 | 0.8965 |
| No log | 1.4286 | 100 | 0.6380 | 0.2000 | 0.6380 | 0.7987 |
| No log | 1.4571 | 102 | 0.6375 | -0.0159 | 0.6375 | 0.7984 |
| No log | 1.4857 | 104 | 0.7396 | 0.0 | 0.7396 | 0.8600 |
| No log | 1.5143 | 106 | 0.6789 | -0.0076 | 0.6789 | 0.8240 |
| No log | 1.5429 | 108 | 0.6210 | -0.0076 | 0.6210 | 0.7880 |
| No log | 1.5714 | 110 | 0.5892 | 0.0857 | 0.5892 | 0.7676 |
| No log | 1.6 | 112 | 0.5906 | 0.1206 | 0.5906 | 0.7685 |
| No log | 1.6286 | 114 | 0.6053 | 0.1111 | 0.6053 | 0.7780 |
| No log | 1.6571 | 116 | 0.6391 | 0.1079 | 0.6391 | 0.7994 |
| No log | 1.6857 | 118 | 0.6560 | 0.1565 | 0.6560 | 0.8099 |
| No log | 1.7143 | 120 | 0.6579 | 0.0123 | 0.6579 | 0.8111 |
| No log | 1.7429 | 122 | 0.6609 | 0.0189 | 0.6609 | 0.8129 |
| No log | 1.7714 | 124 | 0.6358 | -0.0256 | 0.6358 | 0.7974 |
| No log | 1.8 | 126 | 0.6377 | 0.2000 | 0.6377 | 0.7986 |
| No log | 1.8286 | 128 | 0.6840 | 0.3446 | 0.6840 | 0.8271 |
| No log | 1.8571 | 130 | 1.0014 | 0.0672 | 1.0014 | 1.0007 |
| No log | 1.8857 | 132 | 0.9498 | 0.1203 | 0.9498 | 0.9746 |
| No log | 1.9143 | 134 | 0.6583 | 0.2421 | 0.6583 | 0.8114 |
| No log | 1.9429 | 136 | 0.6306 | 0.3333 | 0.6306 | 0.7941 |
| No log | 1.9714 | 138 | 0.5917 | 0.3797 | 0.5917 | 0.7692 |
| No log | 2.0 | 140 | 0.7236 | 0.2150 | 0.7236 | 0.8506 |
| No log | 2.0286 | 142 | 0.8423 | 0.1864 | 0.8423 | 0.9178 |
| No log | 2.0571 | 144 | 0.7504 | 0.25 | 0.7504 | 0.8662 |
| No log | 2.0857 | 146 | 0.8315 | 0.1852 | 0.8315 | 0.9119 |
| No log | 2.1143 | 148 | 0.8159 | 0.1841 | 0.8159 | 0.9032 |
| No log | 2.1429 | 150 | 0.9152 | 0.0877 | 0.9152 | 0.9566 |
| No log | 2.1714 | 152 | 0.7838 | 0.2146 | 0.7838 | 0.8853 |
| No log | 2.2 | 154 | 0.6628 | 0.1915 | 0.6628 | 0.8141 |
| No log | 2.2286 | 156 | 0.7349 | 0.1705 | 0.7349 | 0.8573 |
| No log | 2.2571 | 158 | 0.8292 | 0.1392 | 0.8292 | 0.9106 |
| No log | 2.2857 | 160 | 0.9296 | 0.0871 | 0.9296 | 0.9641 |
| No log | 2.3143 | 162 | 0.8463 | 0.2146 | 0.8463 | 0.9199 |
| No log | 2.3429 | 164 | 0.6952 | 0.3073 | 0.6952 | 0.8338 |
| No log | 2.3714 | 166 | 0.7037 | 0.3073 | 0.7037 | 0.8389 |
| No log | 2.4 | 168 | 0.8014 | 0.2000 | 0.8014 | 0.8952 |
| No log | 2.4286 | 170 | 0.8312 | 0.1644 | 0.8312 | 0.9117 |
| No log | 2.4571 | 172 | 0.9064 | 0.1475 | 0.9064 | 0.9520 |
| No log | 2.4857 | 174 | 0.8193 | 0.2000 | 0.8193 | 0.9051 |
| No log | 2.5143 | 176 | 0.9112 | 0.1292 | 0.9112 | 0.9546 |
| No log | 2.5429 | 178 | 1.0373 | 0.0791 | 1.0373 | 1.0185 |
| No log | 2.5714 | 180 | 0.9881 | 0.0791 | 0.9881 | 0.9940 |
| No log | 2.6 | 182 | 0.7365 | 0.2661 | 0.7365 | 0.8582 |
| No log | 2.6286 | 184 | 0.7851 | 0.1736 | 0.7851 | 0.8860 |
| No log | 2.6571 | 186 | 1.2091 | 0.1213 | 1.2091 | 1.0996 |
| No log | 2.6857 | 188 | 1.2573 | 0.1213 | 1.2573 | 1.1213 |
| No log | 2.7143 | 190 | 0.7941 | 0.1405 | 0.7941 | 0.8911 |
| No log | 2.7429 | 192 | 0.6876 | 0.28 | 0.6876 | 0.8292 |
| No log | 2.7714 | 194 | 0.6990 | 0.3231 | 0.6990 | 0.8361 |
| No log | 2.8 | 196 | 0.6067 | 0.4043 | 0.6067 | 0.7789 |
| No log | 2.8286 | 198 | 0.7704 | 0.1636 | 0.7704 | 0.8777 |
| No log | 2.8571 | 200 | 1.0302 | 0.0476 | 1.0302 | 1.0150 |
| No log | 2.8857 | 202 | 0.9420 | 0.1496 | 0.9420 | 0.9705 |
| No log | 2.9143 | 204 | 0.6348 | 0.4583 | 0.6348 | 0.7968 |
| No log | 2.9429 | 206 | 0.6618 | 0.2941 | 0.6618 | 0.8135 |
| No log | 2.9714 | 208 | 0.6886 | 0.3623 | 0.6886 | 0.8298 |
| No log | 3.0 | 210 | 1.0905 | 0.1480 | 1.0905 | 1.0443 |
| No log | 3.0286 | 212 | 1.5429 | 0.1195 | 1.5429 | 1.2421 |
| No log | 3.0571 | 214 | 1.8198 | 0.1030 | 1.8198 | 1.3490 |
| No log | 3.0857 | 216 | 1.5343 | 0.1195 | 1.5343 | 1.2387 |
| No log | 3.1143 | 218 | 0.9583 | 0.1704 | 0.9583 | 0.9789 |
| No log | 3.1429 | 220 | 0.6754 | 0.3982 | 0.6754 | 0.8218 |
| No log | 3.1714 | 222 | 0.6683 | 0.3886 | 0.6683 | 0.8175 |
| No log | 3.2 | 224 | 0.8900 | 0.1773 | 0.8900 | 0.9434 |
| No log | 3.2286 | 226 | 1.3463 | 0.0627 | 1.3463 | 1.1603 |
| No log | 3.2571 | 228 | 1.3397 | 0.0390 | 1.3397 | 1.1575 |
| No log | 3.2857 | 230 | 1.0216 | 0.1079 | 1.0216 | 1.0107 |
| No log | 3.3143 | 232 | 0.7108 | 0.1765 | 0.7108 | 0.8431 |
| No log | 3.3429 | 234 | 0.6704 | 0.2487 | 0.6704 | 0.8188 |
| No log | 3.3714 | 236 | 0.8088 | 0.1579 | 0.8088 | 0.8993 |
| No log | 3.4 | 238 | 0.9603 | 0.1331 | 0.9603 | 0.9800 |
| No log | 3.4286 | 240 | 1.0839 | 0.1329 | 1.0839 | 1.0411 |
| No log | 3.4571 | 242 | 0.9765 | 0.2456 | 0.9765 | 0.9882 |
| No log | 3.4857 | 244 | 0.7185 | 0.2681 | 0.7185 | 0.8477 |
| No log | 3.5143 | 246 | 0.5707 | 0.4033 | 0.5707 | 0.7554 |
| No log | 3.5429 | 248 | 0.5803 | 0.3548 | 0.5803 | 0.7618 |
| No log | 3.5714 | 250 | 0.7684 | 0.2980 | 0.7684 | 0.8766 |
| No log | 3.6 | 252 | 0.9286 | 0.2908 | 0.9286 | 0.9636 |
| No log | 3.6286 | 254 | 0.8066 | 0.3178 | 0.8066 | 0.8981 |
| No log | 3.6571 | 256 | 0.7919 | 0.2248 | 0.7919 | 0.8899 |
| No log | 3.6857 | 258 | 1.0916 | 0.2318 | 1.0916 | 1.0448 |
| No log | 3.7143 | 260 | 1.2073 | 0.2313 | 1.2073 | 1.0988 |
| No log | 3.7429 | 262 | 0.9102 | 0.2059 | 0.9102 | 0.9541 |
| No log | 3.7714 | 264 | 0.6925 | 0.3247 | 0.6925 | 0.8322 |
| No log | 3.8 | 266 | 0.6737 | 0.3274 | 0.6737 | 0.8208 |
| No log | 3.8286 | 268 | 0.8988 | 0.1818 | 0.8988 | 0.9480 |
| No log | 3.8571 | 270 | 1.4364 | 0.1000 | 1.4364 | 1.1985 |
| No log | 3.8857 | 272 | 1.5919 | 0.1015 | 1.5919 | 1.2617 |
| No log | 3.9143 | 274 | 1.2883 | 0.1683 | 1.2883 | 1.1351 |
| No log | 3.9429 | 276 | 0.7296 | 0.3362 | 0.7296 | 0.8542 |
| No log | 3.9714 | 278 | 0.6103 | 0.3333 | 0.6103 | 0.7812 |
| No log | 4.0 | 280 | 0.6098 | 0.3333 | 0.6098 | 0.7809 |
| No log | 4.0286 | 282 | 0.7191 | 0.2961 | 0.7191 | 0.8480 |
| No log | 4.0571 | 284 | 1.2384 | 0.1678 | 1.2384 | 1.1129 |
| No log | 4.0857 | 286 | 1.5713 | 0.1015 | 1.5713 | 1.2535 |
| No log | 4.1143 | 288 | 1.4371 | 0.1182 | 1.4371 | 1.1988 |
| No log | 4.1429 | 290 | 1.1202 | 0.1892 | 1.1202 | 1.0584 |
| No log | 4.1714 | 292 | 0.8490 | 0.1506 | 0.8490 | 0.9214 |
| No log | 4.2 | 294 | 0.7628 | 0.2566 | 0.7628 | 0.8734 |
| No log | 4.2286 | 296 | 0.8080 | 0.1724 | 0.8080 | 0.8989 |
| No log | 4.2571 | 298 | 1.0668 | 0.1378 | 1.0668 | 1.0329 |
| No log | 4.2857 | 300 | 1.2420 | 0.1683 | 1.2420 | 1.1145 |
| No log | 4.3143 | 302 | 1.1081 | 0.1399 | 1.1081 | 1.0527 |
| No log | 4.3429 | 304 | 0.7976 | 0.2195 | 0.7976 | 0.8931 |
| No log | 4.3714 | 306 | 0.7333 | 0.2838 | 0.7333 | 0.8563 |
| No log | 4.4 | 308 | 0.8869 | 0.1331 | 0.8869 | 0.9418 |
| No log | 4.4286 | 310 | 1.3089 | 0.1683 | 1.3089 | 1.1441 |
| No log | 4.4571 | 312 | 1.4919 | 0.1182 | 1.4919 | 1.2214 |
| No log | 4.4857 | 314 | 1.3088 | 0.1683 | 1.3088 | 1.1440 |
| No log | 4.5143 | 316 | 1.0200 | 0.1268 | 1.0200 | 1.0099 |
| No log | 4.5429 | 318 | 0.9271 | 0.1191 | 0.9271 | 0.9629 |
| No log | 4.5714 | 320 | 1.0112 | 0.1557 | 1.0112 | 1.0056 |
| No log | 4.6 | 322 | 0.9670 | 0.1549 | 0.9670 | 0.9833 |
| No log | 4.6286 | 324 | 0.7864 | 0.1475 | 0.7864 | 0.8868 |
| No log | 4.6571 | 326 | 0.7090 | 0.3004 | 0.7090 | 0.8420 |
| No log | 4.6857 | 328 | 0.7031 | 0.3116 | 0.7031 | 0.8385 |
| No log | 4.7143 | 330 | 0.8452 | 0.2121 | 0.8452 | 0.9193 |
| No log | 4.7429 | 332 | 0.9903 | 0.1825 | 0.9903 | 0.9952 |
| No log | 4.7714 | 334 | 1.0875 | 0.1661 | 1.0875 | 1.0428 |
| No log | 4.8 | 336 | 0.9119 | 0.2353 | 0.9119 | 0.9549 |
| No log | 4.8286 | 338 | 0.7141 | 0.2941 | 0.7141 | 0.8450 |
| No log | 4.8571 | 340 | 0.7618 | 0.2581 | 0.7618 | 0.8728 |
| No log | 4.8857 | 342 | 1.0402 | 0.2464 | 1.0402 | 1.0199 |
| No log | 4.9143 | 344 | 1.1605 | 0.2440 | 1.1605 | 1.0773 |
| No log | 4.9429 | 346 | 0.9695 | 0.2464 | 0.9695 | 0.9847 |
| No log | 4.9714 | 348 | 0.7013 | 0.2605 | 0.7013 | 0.8375 |
| No log | 5.0 | 350 | 0.6148 | 0.3973 | 0.6148 | 0.7841 |
| No log | 5.0286 | 352 | 0.6477 | 0.3761 | 0.6477 | 0.8048 |
| No log | 5.0571 | 354 | 0.8808 | 0.2727 | 0.8808 | 0.9385 |
| No log | 5.0857 | 356 | 1.3760 | 0.1475 | 1.3760 | 1.1730 |
| No log | 5.1143 | 358 | 1.6467 | 0.1020 | 1.6467 | 1.2832 |
| No log | 5.1429 | 360 | 1.5224 | 0.1238 | 1.5224 | 1.2338 |
| No log | 5.1714 | 362 | 1.1224 | 0.1672 | 1.1224 | 1.0594 |
| No log | 5.2 | 364 | 0.6932 | 0.2381 | 0.6932 | 0.8326 |
| No log | 5.2286 | 366 | 0.6154 | 0.4346 | 0.6154 | 0.7845 |
| No log | 5.2571 | 368 | 0.6159 | 0.4468 | 0.6159 | 0.7848 |
| No log | 5.2857 | 370 | 0.6732 | 0.2709 | 0.6732 | 0.8205 |
| No log | 5.3143 | 372 | 0.9674 | 0.0791 | 0.9674 | 0.9836 |
| No log | 5.3429 | 374 | 1.3194 | 0.1182 | 1.3194 | 1.1487 |
| No log | 5.3714 | 376 | 1.4101 | 0.1182 | 1.4101 | 1.1875 |
| No log | 5.4 | 378 | 1.2216 | 0.1672 | 1.2216 | 1.1053 |
| No log | 5.4286 | 380 | 0.8713 | 0.1429 | 0.8713 | 0.9335 |
| No log | 5.4571 | 382 | 0.7305 | 0.2593 | 0.7305 | 0.8547 |
| No log | 5.4857 | 384 | 0.7443 | 0.2593 | 0.7443 | 0.8628 |
| No log | 5.5143 | 386 | 0.8847 | 0.1429 | 0.8847 | 0.9406 |
| No log | 5.5429 | 388 | 1.0801 | 0.1340 | 1.0801 | 1.0393 |
| No log | 5.5714 | 390 | 1.1545 | 0.1340 | 1.1545 | 1.0745 |
| No log | 5.6 | 392 | 1.0397 | 0.1340 | 1.0397 | 1.0197 |
| No log | 5.6286 | 394 | 0.8277 | 0.2065 | 0.8277 | 0.9098 |
| No log | 5.6571 | 396 | 0.7759 | 0.2775 | 0.7759 | 0.8808 |
| No log | 5.6857 | 398 | 0.8276 | 0.2065 | 0.8276 | 0.9097 |
| No log | 5.7143 | 400 | 1.0489 | 0.1622 | 1.0489 | 1.0242 |
| No log | 5.7429 | 402 | 1.2115 | 0.1155 | 1.2115 | 1.1007 |
| No log | 5.7714 | 404 | 1.2830 | 0.1155 | 1.2830 | 1.1327 |
| No log | 5.8 | 406 | 1.2029 | 0.1155 | 1.2029 | 1.0968 |
| No log | 5.8286 | 408 | 0.9724 | 0.2613 | 0.9724 | 0.9861 |
| No log | 5.8571 | 410 | 0.7741 | 0.2980 | 0.7741 | 0.8798 |
| No log | 5.8857 | 412 | 0.6723 | 0.2762 | 0.6723 | 0.8199 |
| No log | 5.9143 | 414 | 0.6976 | 0.3091 | 0.6976 | 0.8352 |
| No log | 5.9429 | 416 | 0.8363 | 0.2685 | 0.8363 | 0.9145 |
| No log | 5.9714 | 418 | 0.9009 | 0.1941 | 0.9009 | 0.9492 |
| No log | 6.0 | 420 | 0.8035 | 0.2129 | 0.8035 | 0.8964 |
| No log | 6.0286 | 422 | 0.6976 | 0.3153 | 0.6976 | 0.8352 |
| No log | 6.0571 | 424 | 0.6569 | 0.28 | 0.6569 | 0.8105 |
| No log | 6.0857 | 426 | 0.6926 | 0.3180 | 0.6926 | 0.8322 |
| No log | 6.1143 | 428 | 0.7630 | 0.3058 | 0.7630 | 0.8735 |
| No log | 6.1429 | 430 | 0.7825 | 0.2381 | 0.7825 | 0.8846 |
| No log | 6.1714 | 432 | 0.8221 | 0.2381 | 0.8221 | 0.9067 |
| No log | 6.2 | 434 | 0.8987 | 0.1877 | 0.8987 | 0.9480 |
| No log | 6.2286 | 436 | 0.9630 | 0.2180 | 0.9630 | 0.9813 |
| No log | 6.2571 | 438 | 1.0656 | 0.2162 | 1.0656 | 1.0323 |
| No log | 6.2857 | 440 | 1.0254 | 0.2168 | 1.0254 | 1.0126 |
| No log | 6.3143 | 442 | 0.9414 | 0.1562 | 0.9414 | 0.9702 |
| No log | 6.3429 | 444 | 0.9294 | 0.1815 | 0.9294 | 0.9641 |
| No log | 6.3714 | 446 | 0.9706 | 0.2177 | 0.9706 | 0.9852 |
| No log | 6.4 | 448 | 0.9320 | 0.1818 | 0.9320 | 0.9654 |
| No log | 6.4286 | 450 | 0.9458 | 0.2119 | 0.9458 | 0.9725 |
| No log | 6.4571 | 452 | 0.8697 | 0.2129 | 0.8697 | 0.9326 |
| No log | 6.4857 | 454 | 0.7521 | 0.3043 | 0.7521 | 0.8673 |
| No log | 6.5143 | 456 | 0.7287 | 0.3067 | 0.7287 | 0.8536 |
| No log | 6.5429 | 458 | 0.7553 | 0.2667 | 0.7553 | 0.8691 |
| No log | 6.5714 | 460 | 0.9016 | 0.1027 | 0.9016 | 0.9495 |
| No log | 6.6 | 462 | 0.9859 | 0.1367 | 0.9859 | 0.9929 |
| No log | 6.6286 | 464 | 0.9393 | 0.1045 | 0.9393 | 0.9692 |
| No log | 6.6571 | 466 | 0.8400 | 0.2129 | 0.8400 | 0.9165 |
| No log | 6.6857 | 468 | 0.7774 | 0.2068 | 0.7774 | 0.8817 |
| No log | 6.7143 | 470 | 0.8142 | 0.1741 | 0.8142 | 0.9023 |
| No log | 6.7429 | 472 | 0.8820 | 0.2124 | 0.8820 | 0.9391 |
| No log | 6.7714 | 474 | 0.8326 | 0.1486 | 0.8326 | 0.9125 |
| No log | 6.8 | 476 | 0.7875 | 0.1730 | 0.7875 | 0.8874 |
| No log | 6.8286 | 478 | 0.7458 | 0.2069 | 0.7458 | 0.8636 |
| No log | 6.8571 | 480 | 0.7704 | 0.2069 | 0.7704 | 0.8777 |
| No log | 6.8857 | 482 | 0.8309 | 0.1203 | 0.8309 | 0.9116 |
| No log | 6.9143 | 484 | 0.7901 | 0.1186 | 0.7901 | 0.8889 |
| No log | 6.9429 | 486 | 0.7441 | 0.2069 | 0.7441 | 0.8626 |
| No log | 6.9714 | 488 | 0.7719 | 0.1464 | 0.7719 | 0.8786 |
| No log | 7.0 | 490 | 0.8132 | 0.1203 | 0.8132 | 0.9018 |
| No log | 7.0286 | 492 | 0.9085 | 0.1290 | 0.9085 | 0.9532 |
| No log | 7.0571 | 494 | 0.9733 | 0.1331 | 0.9733 | 0.9866 |
| No log | 7.0857 | 496 | 1.0071 | 0.1062 | 1.0071 | 1.0035 |
| No log | 7.1143 | 498 | 0.9220 | 0.1877 | 0.9220 | 0.9602 |
| 0.4407 | 7.1429 | 500 | 0.8182 | 0.1440 | 0.8182 | 0.9046 |
| 0.4407 | 7.1714 | 502 | 0.8074 | 0.1429 | 0.8074 | 0.8986 |
| 0.4407 | 7.2 | 504 | 0.8387 | 0.1440 | 0.8387 | 0.9158 |
| 0.4407 | 7.2286 | 506 | 0.8433 | 0.1496 | 0.8433 | 0.9183 |
| 0.4407 | 7.2571 | 508 | 0.7882 | 0.1429 | 0.7882 | 0.8878 |
| 0.4407 | 7.2857 | 510 | 0.8205 | 0.1496 | 0.8205 | 0.9058 |
| 0.4407 | 7.3143 | 512 | 0.9102 | 0.1880 | 0.9102 | 0.9541 |
| 0.4407 | 7.3429 | 514 | 0.8879 | 0.1880 | 0.8879 | 0.9423 |
| 0.4407 | 7.3714 | 516 | 0.8305 | 0.1496 | 0.8305 | 0.9113 |
| 0.4407 | 7.4 | 518 | 0.8008 | 0.1496 | 0.8008 | 0.8949 |
| 0.4407 | 7.4286 | 520 | 0.7419 | 0.1464 | 0.7419 | 0.8613 |
| 0.4407 | 7.4571 | 522 | 0.7494 | 0.1486 | 0.7494 | 0.8657 |
| 0.4407 | 7.4857 | 524 | 0.8490 | 0.2119 | 0.8490 | 0.9214 |
| 0.4407 | 7.5143 | 526 | 1.0089 | 0.1367 | 1.0089 | 1.0045 |
| 0.4407 | 7.5429 | 528 | 1.0494 | 0.1378 | 1.0494 | 1.0244 |
| 0.4407 | 7.5714 | 530 | 0.9569 | 0.1635 | 0.9569 | 0.9782 |
| 0.4407 | 7.6 | 532 | 0.8102 | 0.1486 | 0.8102 | 0.9001 |
| 0.4407 | 7.6286 | 534 | 0.7567 | 0.1429 | 0.7567 | 0.8699 |
| 0.4407 | 7.6571 | 536 | 0.7736 | 0.1486 | 0.7736 | 0.8795 |
| 0.4407 | 7.6857 | 538 | 0.8195 | 0.1486 | 0.8195 | 0.9053 |
| 0.4407 | 7.7143 | 540 | 0.8003 | 0.1486 | 0.8003 | 0.8946 |
| 0.4407 | 7.7429 | 542 | 0.7263 | 0.1803 | 0.7263 | 0.8522 |
| 0.4407 | 7.7714 | 544 | 0.6972 | 0.2070 | 0.6972 | 0.8350 |
| 0.4407 | 7.8 | 546 | 0.6913 | 0.2070 | 0.6913 | 0.8315 |
| 0.4407 | 7.8286 | 548 | 0.7573 | 0.1486 | 0.7573 | 0.8702 |
| 0.4407 | 7.8571 | 550 | 0.8039 | 0.1486 | 0.8039 | 0.8966 |
| 0.4407 | 7.8857 | 552 | 0.8689 | 0.1554 | 0.8689 | 0.9321 |
| 0.4407 | 7.9143 | 554 | 0.8369 | 0.1554 | 0.8369 | 0.9148 |
| 0.4407 | 7.9429 | 556 | 0.7972 | 0.1486 | 0.7972 | 0.8929 |
| 0.4407 | 7.9714 | 558 | 0.7502 | 0.2414 | 0.7502 | 0.8662 |
| 0.4407 | 8.0 | 560 | 0.7857 | 0.1486 | 0.7857 | 0.8864 |
| 0.4407 | 8.0286 | 562 | 0.8166 | 0.1486 | 0.8166 | 0.9037 |
| 0.4407 | 8.0571 | 564 | 0.8009 | 0.1429 | 0.8009 | 0.8950 |
| 0.4407 | 8.0857 | 566 | 0.8348 | 0.1429 | 0.8348 | 0.9137 |
| 0.4407 | 8.1143 | 568 | 0.9350 | 0.1880 | 0.9350 | 0.9669 |
| 0.4407 | 8.1429 | 570 | 1.0252 | 0.1594 | 1.0252 | 1.0125 |
| 0.4407 | 8.1714 | 572 | 1.0176 | 0.1594 | 1.0176 | 1.0088 |
| 0.4407 | 8.2 | 574 | 0.9611 | 0.1882 | 0.9611 | 0.9803 |
| 0.4407 | 8.2286 | 576 | 0.8529 | 0.1429 | 0.8529 | 0.9235 |
| 0.4407 | 8.2571 | 578 | 0.7464 | 0.2356 | 0.7464 | 0.8639 |
| 0.4407 | 8.2857 | 580 | 0.7220 | 0.2356 | 0.7220 | 0.8497 |
| 0.4407 | 8.3143 | 582 | 0.7512 | 0.2356 | 0.7512 | 0.8667 |
| 0.4407 | 8.3429 | 584 | 0.8349 | 0.1429 | 0.8349 | 0.9137 |
| 0.4407 | 8.3714 | 586 | 0.9447 | 0.1579 | 0.9447 | 0.9720 |
| 0.4407 | 8.4 | 588 | 0.9694 | 0.1882 | 0.9694 | 0.9846 |
| 0.4407 | 8.4286 | 590 | 0.9206 | 0.1571 | 0.9206 | 0.9595 |
| 0.4407 | 8.4571 | 592 | 0.8187 | 0.1475 | 0.8187 | 0.9048 |
| 0.4407 | 8.4857 | 594 | 0.7575 | 0.2423 | 0.7575 | 0.8703 |
| 0.4407 | 8.5143 | 596 | 0.7297 | 0.2074 | 0.7297 | 0.8542 |
| 0.4407 | 8.5429 | 598 | 0.7279 | 0.2074 | 0.7279 | 0.8532 |
| 0.4407 | 8.5714 | 600 | 0.7480 | 0.2423 | 0.7480 | 0.8649 |
| 0.4407 | 8.6 | 602 | 0.7771 | 0.1741 | 0.7771 | 0.8815 |
| 0.4407 | 8.6286 | 604 | 0.8036 | 0.1220 | 0.8036 | 0.8964 |
| 0.4407 | 8.6571 | 606 | 0.8244 | 0.1220 | 0.8244 | 0.9080 |
| 0.4407 | 8.6857 | 608 | 0.8376 | 0.1220 | 0.8376 | 0.9152 |
| 0.4407 | 8.7143 | 610 | 0.8420 | 0.1220 | 0.8420 | 0.9176 |
| 0.4407 | 8.7429 | 612 | 0.8897 | 0.1571 | 0.8897 | 0.9432 |
| 0.4407 | 8.7714 | 614 | 0.9160 | 0.1880 | 0.9160 | 0.9571 |
| 0.4407 | 8.8 | 616 | 0.9385 | 0.1882 | 0.9385 | 0.9687 |
| 0.4407 | 8.8286 | 618 | 0.9351 | 0.1882 | 0.9351 | 0.9670 |
| 0.4407 | 8.8571 | 620 | 0.9042 | 0.1571 | 0.9042 | 0.9509 |
| 0.4407 | 8.8857 | 622 | 0.8479 | 0.1235 | 0.8479 | 0.9208 |
| 0.4407 | 8.9143 | 624 | 0.8213 | 0.1220 | 0.8213 | 0.9062 |
| 0.4407 | 8.9429 | 626 | 0.8150 | 0.1220 | 0.8150 | 0.9028 |
| 0.4407 | 8.9714 | 628 | 0.8056 | 0.1220 | 0.8056 | 0.8975 |
| 0.4407 | 9.0 | 630 | 0.8148 | 0.1220 | 0.8148 | 0.9027 |
| 0.4407 | 9.0286 | 632 | 0.8375 | 0.1220 | 0.8375 | 0.9151 |
| 0.4407 | 9.0571 | 634 | 0.8449 | 0.1220 | 0.8449 | 0.9192 |
| 0.4407 | 9.0857 | 636 | 0.8314 | 0.1220 | 0.8314 | 0.9118 |
| 0.4407 | 9.1143 | 638 | 0.8224 | 0.1220 | 0.8224 | 0.9068 |
| 0.4407 | 9.1429 | 640 | 0.8381 | 0.1220 | 0.8381 | 0.9155 |
| 0.4407 | 9.1714 | 642 | 0.8360 | 0.1220 | 0.8360 | 0.9143 |
| 0.4407 | 9.2 | 644 | 0.8350 | 0.1486 | 0.8350 | 0.9138 |
| 0.4407 | 9.2286 | 646 | 0.8365 | 0.1486 | 0.8365 | 0.9146 |
| 0.4407 | 9.2571 | 648 | 0.8489 | 0.1486 | 0.8489 | 0.9214 |
| 0.4407 | 9.2857 | 650 | 0.8700 | 0.1235 | 0.8700 | 0.9327 |
| 0.4407 | 9.3143 | 652 | 0.8855 | 0.125 | 0.8855 | 0.9410 |
| 0.4407 | 9.3429 | 654 | 0.8777 | 0.1496 | 0.8777 | 0.9368 |
| 0.4407 | 9.3714 | 656 | 0.8693 | 0.1496 | 0.8693 | 0.9324 |
| 0.4407 | 9.4 | 658 | 0.8795 | 0.1496 | 0.8795 | 0.9378 |
| 0.4407 | 9.4286 | 660 | 0.8847 | 0.1496 | 0.8847 | 0.9406 |
| 0.4407 | 9.4571 | 662 | 0.8964 | 0.1506 | 0.8964 | 0.9468 |
| 0.4407 | 9.4857 | 664 | 0.9073 | 0.125 | 0.9073 | 0.9525 |
| 0.4407 | 9.5143 | 666 | 0.8993 | 0.1506 | 0.8993 | 0.9483 |
| 0.4407 | 9.5429 | 668 | 0.9019 | 0.1506 | 0.9019 | 0.9497 |
| 0.4407 | 9.5714 | 670 | 0.9138 | 0.125 | 0.9138 | 0.9559 |
| 0.4407 | 9.6 | 672 | 0.9157 | 0.125 | 0.9157 | 0.9569 |
| 0.4407 | 9.6286 | 674 | 0.9179 | 0.1571 | 0.9179 | 0.9581 |
| 0.4407 | 9.6571 | 676 | 0.9256 | 0.1571 | 0.9256 | 0.9621 |
| 0.4407 | 9.6857 | 678 | 0.9300 | 0.1579 | 0.9300 | 0.9644 |
| 0.4407 | 9.7143 | 680 | 0.9232 | 0.1571 | 0.9232 | 0.9608 |
| 0.4407 | 9.7429 | 682 | 0.9146 | 0.1571 | 0.9146 | 0.9563 |
| 0.4407 | 9.7714 | 684 | 0.9110 | 0.125 | 0.9110 | 0.9545 |
| 0.4407 | 9.8 | 686 | 0.9048 | 0.125 | 0.9048 | 0.9512 |
| 0.4407 | 9.8286 | 688 | 0.8967 | 0.1506 | 0.8967 | 0.9470 |
| 0.4407 | 9.8571 | 690 | 0.8860 | 0.1496 | 0.8860 | 0.9413 |
| 0.4407 | 9.8857 | 692 | 0.8797 | 0.1496 | 0.8797 | 0.9379 |
| 0.4407 | 9.9143 | 694 | 0.8785 | 0.1496 | 0.8785 | 0.9373 |
| 0.4407 | 9.9429 | 696 | 0.8780 | 0.1496 | 0.8780 | 0.9370 |
| 0.4407 | 9.9714 | 698 | 0.8774 | 0.1496 | 0.8774 | 0.9367 |
| 0.4407 | 10.0 | 700 | 0.8775 | 0.1496 | 0.8775 | 0.9367 |
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_run1_AugV5_k15_task3_organization
Base model
aubmindlab/bert-base-arabertv02