Instructions to use MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k14_task2_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_k14_task2_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_k14_task2_organization")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k14_task2_organization") model = AutoModelForSequenceClassification.from_pretrained("MayBashendy/ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k14_task2_organization", device_map="auto") - Notebooks
- Google Colab
- Kaggle
ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k14_task2_organization
This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.7064
- Qwk: 0.5189
- Mse: 0.7064
- Rmse: 0.8404
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|---|---|---|---|---|---|---|
| No log | 0.0282 | 2 | 4.4885 | -0.0343 | 4.4885 | 2.1186 |
| No log | 0.0563 | 4 | 2.6107 | 0.0035 | 2.6107 | 1.6158 |
| No log | 0.0845 | 6 | 1.8397 | -0.0883 | 1.8397 | 1.3564 |
| No log | 0.1127 | 8 | 1.7581 | -0.0965 | 1.7581 | 1.3259 |
| No log | 0.1408 | 10 | 1.2813 | 0.0026 | 1.2813 | 1.1319 |
| No log | 0.1690 | 12 | 1.2114 | 0.0260 | 1.2114 | 1.1006 |
| No log | 0.1972 | 14 | 1.2336 | 0.0224 | 1.2336 | 1.1107 |
| No log | 0.2254 | 16 | 1.4249 | 0.0228 | 1.4249 | 1.1937 |
| No log | 0.2535 | 18 | 1.3198 | 0.0551 | 1.3198 | 1.1488 |
| No log | 0.2817 | 20 | 0.8834 | 0.0919 | 0.8834 | 0.9399 |
| No log | 0.3099 | 22 | 0.6972 | 0.2284 | 0.6972 | 0.8350 |
| No log | 0.3380 | 24 | 0.6669 | 0.1569 | 0.6669 | 0.8167 |
| No log | 0.3662 | 26 | 0.6787 | 0.1558 | 0.6787 | 0.8238 |
| No log | 0.3944 | 28 | 0.7240 | 0.0388 | 0.7240 | 0.8509 |
| No log | 0.4225 | 30 | 0.7917 | 0.1357 | 0.7917 | 0.8898 |
| No log | 0.4507 | 32 | 0.7872 | 0.1082 | 0.7872 | 0.8873 |
| No log | 0.4789 | 34 | 0.7487 | 0.2292 | 0.7487 | 0.8653 |
| No log | 0.5070 | 36 | 0.9254 | 0.0655 | 0.9254 | 0.9620 |
| No log | 0.5352 | 38 | 1.1069 | 0.0156 | 1.1069 | 1.0521 |
| No log | 0.5634 | 40 | 1.0206 | 0.0409 | 1.0206 | 1.0102 |
| No log | 0.5915 | 42 | 0.8253 | 0.1624 | 0.8253 | 0.9085 |
| No log | 0.6197 | 44 | 0.7179 | 0.2655 | 0.7179 | 0.8473 |
| No log | 0.6479 | 46 | 0.6821 | 0.3187 | 0.6821 | 0.8259 |
| No log | 0.6761 | 48 | 0.6965 | 0.2732 | 0.6965 | 0.8345 |
| No log | 0.7042 | 50 | 0.7554 | 0.2633 | 0.7554 | 0.8691 |
| No log | 0.7324 | 52 | 0.7769 | 0.2481 | 0.7769 | 0.8814 |
| No log | 0.7606 | 54 | 1.0001 | 0.2650 | 1.0001 | 1.0001 |
| No log | 0.7887 | 56 | 1.1217 | 0.1535 | 1.1217 | 1.0591 |
| No log | 0.8169 | 58 | 1.0569 | 0.1890 | 1.0569 | 1.0280 |
| No log | 0.8451 | 60 | 1.0033 | 0.2429 | 1.0033 | 1.0016 |
| No log | 0.8732 | 62 | 0.8220 | 0.3197 | 0.8220 | 0.9066 |
| No log | 0.9014 | 64 | 0.7407 | 0.3796 | 0.7407 | 0.8607 |
| No log | 0.9296 | 66 | 0.6815 | 0.4105 | 0.6815 | 0.8256 |
| No log | 0.9577 | 68 | 0.6054 | 0.4317 | 0.6054 | 0.7781 |
| No log | 0.9859 | 70 | 0.6164 | 0.3805 | 0.6164 | 0.7851 |
| No log | 1.0141 | 72 | 0.6427 | 0.3845 | 0.6427 | 0.8017 |
| No log | 1.0423 | 74 | 0.6434 | 0.3845 | 0.6434 | 0.8022 |
| No log | 1.0704 | 76 | 0.7630 | 0.2375 | 0.7630 | 0.8735 |
| No log | 1.0986 | 78 | 1.0637 | 0.2872 | 1.0637 | 1.0314 |
| No log | 1.1268 | 80 | 1.0761 | 0.2918 | 1.0761 | 1.0374 |
| No log | 1.1549 | 82 | 0.9700 | 0.2963 | 0.9700 | 0.9849 |
| No log | 1.1831 | 84 | 0.8516 | 0.2914 | 0.8516 | 0.9228 |
| No log | 1.2113 | 86 | 0.7590 | 0.3590 | 0.7590 | 0.8712 |
| No log | 1.2394 | 88 | 0.7036 | 0.3997 | 0.7036 | 0.8388 |
| No log | 1.2676 | 90 | 0.6959 | 0.4440 | 0.6959 | 0.8342 |
| No log | 1.2958 | 92 | 0.6973 | 0.3894 | 0.6973 | 0.8351 |
| No log | 1.3239 | 94 | 0.6412 | 0.4642 | 0.6412 | 0.8007 |
| No log | 1.3521 | 96 | 0.6052 | 0.4202 | 0.6052 | 0.7780 |
| No log | 1.3803 | 98 | 0.5923 | 0.4055 | 0.5923 | 0.7696 |
| No log | 1.4085 | 100 | 0.5825 | 0.4606 | 0.5825 | 0.7632 |
| No log | 1.4366 | 102 | 0.5639 | 0.4992 | 0.5639 | 0.7509 |
| No log | 1.4648 | 104 | 0.5529 | 0.4916 | 0.5529 | 0.7436 |
| No log | 1.4930 | 106 | 0.5718 | 0.4287 | 0.5718 | 0.7562 |
| No log | 1.5211 | 108 | 0.6873 | 0.4157 | 0.6873 | 0.8291 |
| No log | 1.5493 | 110 | 0.7563 | 0.3916 | 0.7563 | 0.8697 |
| No log | 1.5775 | 112 | 0.7885 | 0.3910 | 0.7885 | 0.8880 |
| No log | 1.6056 | 114 | 0.7435 | 0.4086 | 0.7435 | 0.8623 |
| No log | 1.6338 | 116 | 0.6828 | 0.4948 | 0.6828 | 0.8263 |
| No log | 1.6620 | 118 | 0.6376 | 0.5108 | 0.6376 | 0.7985 |
| No log | 1.6901 | 120 | 0.6594 | 0.4364 | 0.6594 | 0.8120 |
| No log | 1.7183 | 122 | 0.6970 | 0.4188 | 0.6970 | 0.8349 |
| No log | 1.7465 | 124 | 0.6115 | 0.5397 | 0.6115 | 0.7820 |
| No log | 1.7746 | 126 | 0.6095 | 0.4485 | 0.6095 | 0.7807 |
| No log | 1.8028 | 128 | 0.6405 | 0.4672 | 0.6405 | 0.8003 |
| No log | 1.8310 | 130 | 0.6580 | 0.4115 | 0.6580 | 0.8111 |
| No log | 1.8592 | 132 | 0.6762 | 0.4549 | 0.6762 | 0.8223 |
| No log | 1.8873 | 134 | 0.7161 | 0.5065 | 0.7161 | 0.8462 |
| No log | 1.9155 | 136 | 0.7814 | 0.3865 | 0.7814 | 0.8840 |
| No log | 1.9437 | 138 | 0.7497 | 0.4547 | 0.7497 | 0.8659 |
| No log | 1.9718 | 140 | 0.7208 | 0.4687 | 0.7208 | 0.8490 |
| No log | 2.0 | 142 | 0.6961 | 0.4589 | 0.6961 | 0.8343 |
| No log | 2.0282 | 144 | 0.6900 | 0.4414 | 0.6900 | 0.8307 |
| No log | 2.0563 | 146 | 0.6934 | 0.4193 | 0.6934 | 0.8327 |
| No log | 2.0845 | 148 | 0.6844 | 0.4258 | 0.6844 | 0.8273 |
| No log | 2.1127 | 150 | 0.7120 | 0.3841 | 0.7120 | 0.8438 |
| No log | 2.1408 | 152 | 0.7016 | 0.3931 | 0.7016 | 0.8376 |
| No log | 2.1690 | 154 | 0.6998 | 0.4169 | 0.6998 | 0.8365 |
| No log | 2.1972 | 156 | 0.7024 | 0.4485 | 0.7024 | 0.8381 |
| No log | 2.2254 | 158 | 0.6901 | 0.4594 | 0.6901 | 0.8307 |
| No log | 2.2535 | 160 | 0.6876 | 0.4603 | 0.6876 | 0.8292 |
| No log | 2.2817 | 162 | 0.6822 | 0.4300 | 0.6822 | 0.8259 |
| No log | 2.3099 | 164 | 0.6852 | 0.4254 | 0.6852 | 0.8278 |
| No log | 2.3380 | 166 | 0.6746 | 0.4211 | 0.6746 | 0.8214 |
| No log | 2.3662 | 168 | 0.6852 | 0.3663 | 0.6852 | 0.8278 |
| No log | 2.3944 | 170 | 0.7031 | 0.4123 | 0.7031 | 0.8385 |
| No log | 2.4225 | 172 | 0.6924 | 0.4738 | 0.6924 | 0.8321 |
| No log | 2.4507 | 174 | 0.7115 | 0.4950 | 0.7115 | 0.8435 |
| No log | 2.4789 | 176 | 0.7664 | 0.4512 | 0.7664 | 0.8754 |
| No log | 2.5070 | 178 | 0.7649 | 0.4474 | 0.7649 | 0.8746 |
| No log | 2.5352 | 180 | 0.7095 | 0.5115 | 0.7095 | 0.8423 |
| No log | 2.5634 | 182 | 0.7043 | 0.4980 | 0.7043 | 0.8393 |
| No log | 2.5915 | 184 | 0.6921 | 0.4517 | 0.6921 | 0.8319 |
| No log | 2.6197 | 186 | 0.7623 | 0.4181 | 0.7623 | 0.8731 |
| No log | 2.6479 | 188 | 0.8378 | 0.3824 | 0.8378 | 0.9153 |
| No log | 2.6761 | 190 | 0.7558 | 0.4223 | 0.7558 | 0.8694 |
| No log | 2.7042 | 192 | 0.7287 | 0.4399 | 0.7287 | 0.8536 |
| No log | 2.7324 | 194 | 0.7733 | 0.4494 | 0.7733 | 0.8794 |
| No log | 2.7606 | 196 | 0.8066 | 0.4477 | 0.8066 | 0.8981 |
| No log | 2.7887 | 198 | 0.8148 | 0.4829 | 0.8148 | 0.9027 |
| No log | 2.8169 | 200 | 0.7961 | 0.4612 | 0.7961 | 0.8922 |
| No log | 2.8451 | 202 | 0.7940 | 0.4451 | 0.7940 | 0.8911 |
| No log | 2.8732 | 204 | 0.7787 | 0.4169 | 0.7787 | 0.8824 |
| No log | 2.9014 | 206 | 0.7582 | 0.4336 | 0.7582 | 0.8707 |
| No log | 2.9296 | 208 | 0.7514 | 0.4737 | 0.7514 | 0.8668 |
| No log | 2.9577 | 210 | 0.7514 | 0.4530 | 0.7514 | 0.8668 |
| No log | 2.9859 | 212 | 0.7153 | 0.4870 | 0.7153 | 0.8457 |
| No log | 3.0141 | 214 | 0.7018 | 0.5179 | 0.7018 | 0.8377 |
| No log | 3.0423 | 216 | 0.7000 | 0.5261 | 0.7000 | 0.8366 |
| No log | 3.0704 | 218 | 0.6616 | 0.4916 | 0.6616 | 0.8134 |
| No log | 3.0986 | 220 | 0.6632 | 0.5047 | 0.6632 | 0.8143 |
| No log | 3.1268 | 222 | 0.6667 | 0.5130 | 0.6667 | 0.8165 |
| No log | 3.1549 | 224 | 0.6587 | 0.5211 | 0.6587 | 0.8116 |
| No log | 3.1831 | 226 | 0.6579 | 0.4807 | 0.6579 | 0.8111 |
| No log | 3.2113 | 228 | 0.6607 | 0.4786 | 0.6607 | 0.8128 |
| No log | 3.2394 | 230 | 0.6553 | 0.4822 | 0.6553 | 0.8095 |
| No log | 3.2676 | 232 | 0.6696 | 0.4838 | 0.6695 | 0.8183 |
| No log | 3.2958 | 234 | 0.6802 | 0.4449 | 0.6802 | 0.8247 |
| No log | 3.3239 | 236 | 0.6981 | 0.4463 | 0.6981 | 0.8355 |
| No log | 3.3521 | 238 | 0.7642 | 0.4627 | 0.7642 | 0.8742 |
| No log | 3.3803 | 240 | 0.7845 | 0.4690 | 0.7845 | 0.8857 |
| No log | 3.4085 | 242 | 0.7277 | 0.5127 | 0.7277 | 0.8531 |
| No log | 3.4366 | 244 | 0.7010 | 0.4769 | 0.7010 | 0.8373 |
| No log | 3.4648 | 246 | 0.6912 | 0.4854 | 0.6912 | 0.8314 |
| No log | 3.4930 | 248 | 0.6908 | 0.4510 | 0.6908 | 0.8312 |
| No log | 3.5211 | 250 | 0.6837 | 0.4592 | 0.6837 | 0.8269 |
| No log | 3.5493 | 252 | 0.6699 | 0.4740 | 0.6699 | 0.8185 |
| No log | 3.5775 | 254 | 0.6683 | 0.4599 | 0.6683 | 0.8175 |
| No log | 3.6056 | 256 | 0.6638 | 0.4138 | 0.6638 | 0.8147 |
| No log | 3.6338 | 258 | 0.6610 | 0.4462 | 0.6610 | 0.8130 |
| No log | 3.6620 | 260 | 0.6596 | 0.4462 | 0.6596 | 0.8122 |
| No log | 3.6901 | 262 | 0.6618 | 0.4647 | 0.6618 | 0.8135 |
| No log | 3.7183 | 264 | 0.6617 | 0.4074 | 0.6617 | 0.8135 |
| No log | 3.7465 | 266 | 0.6527 | 0.4254 | 0.6527 | 0.8079 |
| No log | 3.7746 | 268 | 0.6450 | 0.4250 | 0.6450 | 0.8031 |
| No log | 3.8028 | 270 | 0.6572 | 0.4736 | 0.6572 | 0.8107 |
| No log | 3.8310 | 272 | 0.6620 | 0.4516 | 0.6620 | 0.8136 |
| No log | 3.8592 | 274 | 0.6731 | 0.4318 | 0.6731 | 0.8204 |
| No log | 3.8873 | 276 | 0.6906 | 0.4626 | 0.6906 | 0.8310 |
| No log | 3.9155 | 278 | 0.7097 | 0.4663 | 0.7097 | 0.8424 |
| No log | 3.9437 | 280 | 0.7424 | 0.4857 | 0.7424 | 0.8616 |
| No log | 3.9718 | 282 | 0.7713 | 0.4936 | 0.7713 | 0.8783 |
| No log | 4.0 | 284 | 0.7888 | 0.5108 | 0.7888 | 0.8881 |
| No log | 4.0282 | 286 | 0.7911 | 0.4919 | 0.7911 | 0.8894 |
| No log | 4.0563 | 288 | 0.7821 | 0.4919 | 0.7821 | 0.8844 |
| No log | 4.0845 | 290 | 0.7496 | 0.4691 | 0.7496 | 0.8658 |
| No log | 4.1127 | 292 | 0.7505 | 0.4809 | 0.7505 | 0.8663 |
| No log | 4.1408 | 294 | 0.7677 | 0.4681 | 0.7677 | 0.8762 |
| No log | 4.1690 | 296 | 0.8306 | 0.4724 | 0.8306 | 0.9114 |
| No log | 4.1972 | 298 | 0.8286 | 0.5065 | 0.8286 | 0.9103 |
| No log | 4.2254 | 300 | 0.7416 | 0.4800 | 0.7416 | 0.8612 |
| No log | 4.2535 | 302 | 0.6976 | 0.5171 | 0.6976 | 0.8352 |
| No log | 4.2817 | 304 | 0.6782 | 0.5183 | 0.6782 | 0.8235 |
| No log | 4.3099 | 306 | 0.6684 | 0.4859 | 0.6684 | 0.8175 |
| No log | 4.3380 | 308 | 0.7047 | 0.4779 | 0.7047 | 0.8395 |
| No log | 4.3662 | 310 | 0.7415 | 0.4808 | 0.7415 | 0.8611 |
| No log | 4.3944 | 312 | 0.7285 | 0.4667 | 0.7285 | 0.8535 |
| No log | 4.4225 | 314 | 0.6746 | 0.4860 | 0.6746 | 0.8214 |
| No log | 4.4507 | 316 | 0.6547 | 0.4829 | 0.6547 | 0.8091 |
| No log | 4.4789 | 318 | 0.6559 | 0.4827 | 0.6559 | 0.8099 |
| No log | 4.5070 | 320 | 0.6561 | 0.4747 | 0.6561 | 0.8100 |
| No log | 4.5352 | 322 | 0.6617 | 0.4663 | 0.6617 | 0.8135 |
| No log | 4.5634 | 324 | 0.6892 | 0.4549 | 0.6892 | 0.8302 |
| No log | 4.5915 | 326 | 0.7654 | 0.4484 | 0.7654 | 0.8748 |
| No log | 4.6197 | 328 | 0.8070 | 0.4629 | 0.8070 | 0.8984 |
| No log | 4.6479 | 330 | 0.7767 | 0.4677 | 0.7767 | 0.8813 |
| No log | 4.6761 | 332 | 0.7188 | 0.4450 | 0.7188 | 0.8478 |
| No log | 4.7042 | 334 | 0.6823 | 0.4886 | 0.6823 | 0.8260 |
| No log | 4.7324 | 336 | 0.6873 | 0.4564 | 0.6873 | 0.8290 |
| No log | 4.7606 | 338 | 0.6954 | 0.4600 | 0.6954 | 0.8339 |
| No log | 4.7887 | 340 | 0.6889 | 0.4985 | 0.6889 | 0.8300 |
| No log | 4.8169 | 342 | 0.7115 | 0.4978 | 0.7115 | 0.8435 |
| No log | 4.8451 | 344 | 0.7775 | 0.4687 | 0.7775 | 0.8817 |
| No log | 4.8732 | 346 | 0.8065 | 0.4556 | 0.8065 | 0.8980 |
| No log | 4.9014 | 348 | 0.7669 | 0.4766 | 0.7669 | 0.8757 |
| No log | 4.9296 | 350 | 0.7242 | 0.4591 | 0.7242 | 0.8510 |
| No log | 4.9577 | 352 | 0.6932 | 0.4707 | 0.6932 | 0.8326 |
| No log | 4.9859 | 354 | 0.6832 | 0.4578 | 0.6832 | 0.8265 |
| No log | 5.0141 | 356 | 0.7171 | 0.5003 | 0.7171 | 0.8468 |
| No log | 5.0423 | 358 | 0.7433 | 0.4827 | 0.7433 | 0.8621 |
| No log | 5.0704 | 360 | 0.7542 | 0.4747 | 0.7542 | 0.8685 |
| No log | 5.0986 | 362 | 0.7525 | 0.4747 | 0.7525 | 0.8675 |
| No log | 5.1268 | 364 | 0.7285 | 0.5003 | 0.7285 | 0.8535 |
| No log | 5.1549 | 366 | 0.6898 | 0.4795 | 0.6898 | 0.8306 |
| No log | 5.1831 | 368 | 0.6718 | 0.4061 | 0.6718 | 0.8196 |
| No log | 5.2113 | 370 | 0.6733 | 0.4061 | 0.6733 | 0.8205 |
| No log | 5.2394 | 372 | 0.6883 | 0.4838 | 0.6883 | 0.8296 |
| No log | 5.2676 | 374 | 0.7416 | 0.5329 | 0.7416 | 0.8612 |
| No log | 5.2958 | 376 | 0.8596 | 0.4359 | 0.8596 | 0.9271 |
| No log | 5.3239 | 378 | 0.9337 | 0.4204 | 0.9337 | 0.9663 |
| No log | 5.3521 | 380 | 0.8925 | 0.4148 | 0.8925 | 0.9447 |
| No log | 5.3803 | 382 | 0.8239 | 0.4634 | 0.8239 | 0.9077 |
| No log | 5.4085 | 384 | 0.7970 | 0.4921 | 0.7970 | 0.8928 |
| No log | 5.4366 | 386 | 0.8008 | 0.4921 | 0.8008 | 0.8949 |
| No log | 5.4648 | 388 | 0.7445 | 0.5325 | 0.7445 | 0.8628 |
| No log | 5.4930 | 390 | 0.6862 | 0.5123 | 0.6862 | 0.8284 |
| No log | 5.5211 | 392 | 0.6728 | 0.5292 | 0.6728 | 0.8202 |
| No log | 5.5493 | 394 | 0.6938 | 0.5372 | 0.6938 | 0.8329 |
| No log | 5.5775 | 396 | 0.7375 | 0.5167 | 0.7375 | 0.8588 |
| No log | 5.6056 | 398 | 0.7345 | 0.5167 | 0.7345 | 0.8570 |
| No log | 5.6338 | 400 | 0.6792 | 0.5065 | 0.6792 | 0.8241 |
| No log | 5.6620 | 402 | 0.6221 | 0.4812 | 0.6221 | 0.7887 |
| No log | 5.6901 | 404 | 0.6195 | 0.4555 | 0.6195 | 0.7871 |
| No log | 5.7183 | 406 | 0.6281 | 0.4971 | 0.6281 | 0.7925 |
| No log | 5.7465 | 408 | 0.6276 | 0.4881 | 0.6276 | 0.7922 |
| No log | 5.7746 | 410 | 0.6513 | 0.4792 | 0.6513 | 0.8070 |
| No log | 5.8028 | 412 | 0.7130 | 0.5146 | 0.7130 | 0.8444 |
| No log | 5.8310 | 414 | 0.7558 | 0.5146 | 0.7558 | 0.8694 |
| No log | 5.8592 | 416 | 0.7602 | 0.5205 | 0.7602 | 0.8719 |
| No log | 5.8873 | 418 | 0.6972 | 0.5232 | 0.6972 | 0.8350 |
| No log | 5.9155 | 420 | 0.6460 | 0.5036 | 0.6460 | 0.8037 |
| No log | 5.9437 | 422 | 0.6441 | 0.4935 | 0.6441 | 0.8025 |
| No log | 5.9718 | 424 | 0.6390 | 0.4803 | 0.6390 | 0.7994 |
| No log | 6.0 | 426 | 0.6460 | 0.4840 | 0.6460 | 0.8038 |
| No log | 6.0282 | 428 | 0.7231 | 0.4965 | 0.7231 | 0.8504 |
| No log | 6.0563 | 430 | 0.8027 | 0.5070 | 0.8027 | 0.8959 |
| No log | 6.0845 | 432 | 0.8274 | 0.4964 | 0.8274 | 0.9096 |
| No log | 6.1127 | 434 | 0.8296 | 0.4751 | 0.8296 | 0.9109 |
| No log | 6.1408 | 436 | 0.8086 | 0.4757 | 0.8086 | 0.8992 |
| No log | 6.1690 | 438 | 0.7710 | 0.4928 | 0.7710 | 0.8780 |
| No log | 6.1972 | 440 | 0.6996 | 0.4715 | 0.6996 | 0.8364 |
| No log | 6.2254 | 442 | 0.6533 | 0.4651 | 0.6533 | 0.8083 |
| No log | 6.2535 | 444 | 0.6469 | 0.5034 | 0.6469 | 0.8043 |
| No log | 6.2817 | 446 | 0.6441 | 0.5034 | 0.6441 | 0.8025 |
| No log | 6.3099 | 448 | 0.6267 | 0.4997 | 0.6267 | 0.7916 |
| No log | 6.3380 | 450 | 0.6238 | 0.4632 | 0.6238 | 0.7898 |
| No log | 6.3662 | 452 | 0.6360 | 0.4273 | 0.6360 | 0.7975 |
| No log | 6.3944 | 454 | 0.6724 | 0.4938 | 0.6724 | 0.8200 |
| No log | 6.4225 | 456 | 0.7170 | 0.4881 | 0.7170 | 0.8468 |
| No log | 6.4507 | 458 | 0.7236 | 0.5019 | 0.7236 | 0.8506 |
| No log | 6.4789 | 460 | 0.6908 | 0.5226 | 0.6908 | 0.8311 |
| No log | 6.5070 | 462 | 0.6694 | 0.4474 | 0.6694 | 0.8182 |
| No log | 6.5352 | 464 | 0.6707 | 0.4549 | 0.6707 | 0.8190 |
| No log | 6.5634 | 466 | 0.6716 | 0.4588 | 0.6716 | 0.8195 |
| No log | 6.5915 | 468 | 0.6780 | 0.4477 | 0.6780 | 0.8234 |
| No log | 6.6197 | 470 | 0.6953 | 0.5164 | 0.6953 | 0.8338 |
| No log | 6.6479 | 472 | 0.7170 | 0.5039 | 0.7170 | 0.8468 |
| No log | 6.6761 | 474 | 0.7150 | 0.4945 | 0.7150 | 0.8455 |
| No log | 6.7042 | 476 | 0.6793 | 0.4766 | 0.6793 | 0.8242 |
| No log | 6.7324 | 478 | 0.6470 | 0.4524 | 0.6470 | 0.8043 |
| No log | 6.7606 | 480 | 0.6391 | 0.4506 | 0.6391 | 0.7995 |
| No log | 6.7887 | 482 | 0.6430 | 0.4708 | 0.6430 | 0.8018 |
| No log | 6.8169 | 484 | 0.6481 | 0.4971 | 0.6481 | 0.8051 |
| No log | 6.8451 | 486 | 0.6490 | 0.5115 | 0.6490 | 0.8056 |
| No log | 6.8732 | 488 | 0.6434 | 0.4708 | 0.6434 | 0.8021 |
| No log | 6.9014 | 490 | 0.6497 | 0.4503 | 0.6497 | 0.8060 |
| No log | 6.9296 | 492 | 0.6674 | 0.4566 | 0.6674 | 0.8169 |
| No log | 6.9577 | 494 | 0.6947 | 0.4939 | 0.6947 | 0.8335 |
| No log | 6.9859 | 496 | 0.7125 | 0.4984 | 0.7125 | 0.8441 |
| No log | 7.0141 | 498 | 0.7318 | 0.4947 | 0.7318 | 0.8555 |
| 0.4336 | 7.0423 | 500 | 0.7585 | 0.4845 | 0.7585 | 0.8709 |
| 0.4336 | 7.0704 | 502 | 0.7840 | 0.4845 | 0.7840 | 0.8855 |
| 0.4336 | 7.0986 | 504 | 0.8033 | 0.4845 | 0.8033 | 0.8963 |
| 0.4336 | 7.1268 | 506 | 0.7819 | 0.4845 | 0.7819 | 0.8842 |
| 0.4336 | 7.1549 | 508 | 0.7462 | 0.4975 | 0.7462 | 0.8638 |
| 0.4336 | 7.1831 | 510 | 0.7192 | 0.5146 | 0.7192 | 0.8481 |
| 0.4336 | 7.2113 | 512 | 0.6943 | 0.5092 | 0.6943 | 0.8332 |
| 0.4336 | 7.2394 | 514 | 0.6782 | 0.5077 | 0.6782 | 0.8235 |
| 0.4336 | 7.2676 | 516 | 0.6698 | 0.5003 | 0.6698 | 0.8184 |
| 0.4336 | 7.2958 | 518 | 0.6650 | 0.4994 | 0.6650 | 0.8155 |
| 0.4336 | 7.3239 | 520 | 0.6694 | 0.5154 | 0.6694 | 0.8182 |
| 0.4336 | 7.3521 | 522 | 0.6907 | 0.4860 | 0.6907 | 0.8311 |
| 0.4336 | 7.3803 | 524 | 0.7293 | 0.5131 | 0.7293 | 0.8540 |
| 0.4336 | 7.4085 | 526 | 0.7653 | 0.5081 | 0.7653 | 0.8748 |
| 0.4336 | 7.4366 | 528 | 0.7780 | 0.5 | 0.7780 | 0.8820 |
| 0.4336 | 7.4648 | 530 | 0.7562 | 0.5229 | 0.7562 | 0.8696 |
| 0.4336 | 7.4930 | 532 | 0.7571 | 0.5229 | 0.7571 | 0.8701 |
| 0.4336 | 7.5211 | 534 | 0.7622 | 0.5229 | 0.7622 | 0.8730 |
| 0.4336 | 7.5493 | 536 | 0.7694 | 0.5229 | 0.7694 | 0.8772 |
| 0.4336 | 7.5775 | 538 | 0.7619 | 0.5325 | 0.7619 | 0.8729 |
| 0.4336 | 7.6056 | 540 | 0.7567 | 0.5329 | 0.7567 | 0.8699 |
| 0.4336 | 7.6338 | 542 | 0.7466 | 0.5405 | 0.7466 | 0.8641 |
| 0.4336 | 7.6620 | 544 | 0.7353 | 0.5422 | 0.7353 | 0.8575 |
| 0.4336 | 7.6901 | 546 | 0.7242 | 0.5335 | 0.7242 | 0.8510 |
| 0.4336 | 7.7183 | 548 | 0.7063 | 0.4867 | 0.7063 | 0.8404 |
| 0.4336 | 7.7465 | 550 | 0.6903 | 0.4920 | 0.6903 | 0.8308 |
| 0.4336 | 7.7746 | 552 | 0.6848 | 0.4607 | 0.6848 | 0.8275 |
| 0.4336 | 7.8028 | 554 | 0.6882 | 0.4794 | 0.6882 | 0.8296 |
| 0.4336 | 7.8310 | 556 | 0.6926 | 0.4852 | 0.6926 | 0.8322 |
| 0.4336 | 7.8592 | 558 | 0.7044 | 0.4899 | 0.7044 | 0.8393 |
| 0.4336 | 7.8873 | 560 | 0.7254 | 0.5124 | 0.7254 | 0.8517 |
| 0.4336 | 7.9155 | 562 | 0.7573 | 0.5417 | 0.7573 | 0.8702 |
| 0.4336 | 7.9437 | 564 | 0.7892 | 0.5223 | 0.7892 | 0.8884 |
| 0.4336 | 7.9718 | 566 | 0.7906 | 0.4861 | 0.7906 | 0.8892 |
| 0.4336 | 8.0 | 568 | 0.7773 | 0.4930 | 0.7773 | 0.8816 |
| 0.4336 | 8.0282 | 570 | 0.7411 | 0.5417 | 0.7411 | 0.8609 |
| 0.4336 | 8.0563 | 572 | 0.7023 | 0.4969 | 0.7023 | 0.8380 |
| 0.4336 | 8.0845 | 574 | 0.6700 | 0.4482 | 0.6700 | 0.8185 |
| 0.4336 | 8.1127 | 576 | 0.6593 | 0.4730 | 0.6593 | 0.8119 |
| 0.4336 | 8.1408 | 578 | 0.6556 | 0.4641 | 0.6556 | 0.8097 |
| 0.4336 | 8.1690 | 580 | 0.6559 | 0.4637 | 0.6559 | 0.8099 |
| 0.4336 | 8.1972 | 582 | 0.6663 | 0.4663 | 0.6663 | 0.8163 |
| 0.4336 | 8.2254 | 584 | 0.6837 | 0.5006 | 0.6837 | 0.8269 |
| 0.4336 | 8.2535 | 586 | 0.7151 | 0.5040 | 0.7151 | 0.8456 |
| 0.4336 | 8.2817 | 588 | 0.7346 | 0.5496 | 0.7346 | 0.8571 |
| 0.4336 | 8.3099 | 590 | 0.7480 | 0.5452 | 0.7480 | 0.8648 |
| 0.4336 | 8.3380 | 592 | 0.7436 | 0.5403 | 0.7436 | 0.8624 |
| 0.4336 | 8.3662 | 594 | 0.7418 | 0.5403 | 0.7418 | 0.8613 |
| 0.4336 | 8.3944 | 596 | 0.7386 | 0.5325 | 0.7386 | 0.8594 |
| 0.4336 | 8.4225 | 598 | 0.7181 | 0.5417 | 0.7181 | 0.8474 |
| 0.4336 | 8.4507 | 600 | 0.6883 | 0.5232 | 0.6883 | 0.8296 |
| 0.4336 | 8.4789 | 602 | 0.6651 | 0.4890 | 0.6651 | 0.8156 |
| 0.4336 | 8.5070 | 604 | 0.6584 | 0.4890 | 0.6584 | 0.8114 |
| 0.4336 | 8.5352 | 606 | 0.6600 | 0.4890 | 0.6600 | 0.8124 |
| 0.4336 | 8.5634 | 608 | 0.6684 | 0.4890 | 0.6684 | 0.8176 |
| 0.4336 | 8.5915 | 610 | 0.6852 | 0.5030 | 0.6852 | 0.8277 |
| 0.4336 | 8.6197 | 612 | 0.7155 | 0.5293 | 0.7155 | 0.8459 |
| 0.4336 | 8.6479 | 614 | 0.7337 | 0.5338 | 0.7337 | 0.8566 |
| 0.4336 | 8.6761 | 616 | 0.7562 | 0.5019 | 0.7562 | 0.8696 |
| 0.4336 | 8.7042 | 618 | 0.7611 | 0.5167 | 0.7611 | 0.8724 |
| 0.4336 | 8.7324 | 620 | 0.7547 | 0.5167 | 0.7547 | 0.8687 |
| 0.4336 | 8.7606 | 622 | 0.7585 | 0.5167 | 0.7585 | 0.8709 |
| 0.4336 | 8.7887 | 624 | 0.7639 | 0.5167 | 0.7639 | 0.8740 |
| 0.4336 | 8.8169 | 626 | 0.7602 | 0.5167 | 0.7602 | 0.8719 |
| 0.4336 | 8.8451 | 628 | 0.7480 | 0.5124 | 0.7480 | 0.8649 |
| 0.4336 | 8.8732 | 630 | 0.7305 | 0.5203 | 0.7305 | 0.8547 |
| 0.4336 | 8.9014 | 632 | 0.7096 | 0.5200 | 0.7096 | 0.8424 |
| 0.4336 | 8.9296 | 634 | 0.6948 | 0.5123 | 0.6948 | 0.8335 |
| 0.4336 | 8.9577 | 636 | 0.6868 | 0.5102 | 0.6868 | 0.8287 |
| 0.4336 | 8.9859 | 638 | 0.6825 | 0.4920 | 0.6825 | 0.8261 |
| 0.4336 | 9.0141 | 640 | 0.6823 | 0.4920 | 0.6823 | 0.8260 |
| 0.4336 | 9.0423 | 642 | 0.6832 | 0.4920 | 0.6832 | 0.8265 |
| 0.4336 | 9.0704 | 644 | 0.6855 | 0.5109 | 0.6855 | 0.8280 |
| 0.4336 | 9.0986 | 646 | 0.6936 | 0.5123 | 0.6936 | 0.8328 |
| 0.4336 | 9.1268 | 648 | 0.7041 | 0.4899 | 0.7041 | 0.8391 |
| 0.4336 | 9.1549 | 650 | 0.7100 | 0.5072 | 0.7100 | 0.8426 |
| 0.4336 | 9.1831 | 652 | 0.7126 | 0.5195 | 0.7126 | 0.8442 |
| 0.4336 | 9.2113 | 654 | 0.7130 | 0.5195 | 0.7130 | 0.8444 |
| 0.4336 | 9.2394 | 656 | 0.7144 | 0.5120 | 0.7144 | 0.8452 |
| 0.4336 | 9.2676 | 658 | 0.7207 | 0.5120 | 0.7207 | 0.8489 |
| 0.4336 | 9.2958 | 660 | 0.7232 | 0.5178 | 0.7232 | 0.8504 |
| 0.4336 | 9.3239 | 662 | 0.7254 | 0.5306 | 0.7254 | 0.8517 |
| 0.4336 | 9.3521 | 664 | 0.7231 | 0.5252 | 0.7231 | 0.8503 |
| 0.4336 | 9.3803 | 666 | 0.7189 | 0.5063 | 0.7189 | 0.8479 |
| 0.4336 | 9.4085 | 668 | 0.7146 | 0.5063 | 0.7146 | 0.8453 |
| 0.4336 | 9.4366 | 670 | 0.7092 | 0.5032 | 0.7092 | 0.8421 |
| 0.4336 | 9.4648 | 672 | 0.7044 | 0.5049 | 0.7044 | 0.8393 |
| 0.4336 | 9.4930 | 674 | 0.7018 | 0.5073 | 0.7018 | 0.8377 |
| 0.4336 | 9.5211 | 676 | 0.7023 | 0.5073 | 0.7023 | 0.8380 |
| 0.4336 | 9.5493 | 678 | 0.7054 | 0.5057 | 0.7054 | 0.8399 |
| 0.4336 | 9.5775 | 680 | 0.7073 | 0.5170 | 0.7073 | 0.8410 |
| 0.4336 | 9.6056 | 682 | 0.7099 | 0.4947 | 0.7099 | 0.8426 |
| 0.4336 | 9.6338 | 684 | 0.7107 | 0.5063 | 0.7107 | 0.8430 |
| 0.4336 | 9.6620 | 686 | 0.7112 | 0.5063 | 0.7112 | 0.8433 |
| 0.4336 | 9.6901 | 688 | 0.7108 | 0.5063 | 0.7108 | 0.8431 |
| 0.4336 | 9.7183 | 690 | 0.7104 | 0.5063 | 0.7104 | 0.8428 |
| 0.4336 | 9.7465 | 692 | 0.7090 | 0.5063 | 0.7090 | 0.8420 |
| 0.4336 | 9.7746 | 694 | 0.7074 | 0.5063 | 0.7074 | 0.8411 |
| 0.4336 | 9.8028 | 696 | 0.7069 | 0.5063 | 0.7069 | 0.8408 |
| 0.4336 | 9.8310 | 698 | 0.7063 | 0.5072 | 0.7063 | 0.8404 |
| 0.4336 | 9.8592 | 700 | 0.7063 | 0.5063 | 0.7063 | 0.8404 |
| 0.4336 | 9.8873 | 702 | 0.7061 | 0.5063 | 0.7061 | 0.8403 |
| 0.4336 | 9.9155 | 704 | 0.7061 | 0.5063 | 0.7061 | 0.8403 |
| 0.4336 | 9.9437 | 706 | 0.7063 | 0.5063 | 0.7063 | 0.8404 |
| 0.4336 | 9.9718 | 708 | 0.7063 | 0.5063 | 0.7063 | 0.8404 |
| 0.4336 | 10.0 | 710 | 0.7064 | 0.5189 | 0.7064 | 0.8404 |
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_k14_task2_organization
Base model
aubmindlab/bert-base-arabertv02