ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k14_task1_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: 0.6399
- Qwk: 0.7061
- Mse: 0.6399
- Rmse: 0.7999
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 | 5.2551 | -0.0348 | 5.2551 | 2.2924 |
| No log | 0.0563 | 4 | 2.9437 | 0.0951 | 2.9437 | 1.7157 |
| No log | 0.0845 | 6 | 1.9547 | 0.0816 | 1.9547 | 1.3981 |
| No log | 0.1127 | 8 | 1.3060 | 0.2431 | 1.3060 | 1.1428 |
| No log | 0.1408 | 10 | 1.0980 | 0.3911 | 1.0980 | 1.0479 |
| No log | 0.1690 | 12 | 1.0990 | 0.4543 | 1.0990 | 1.0483 |
| No log | 0.1972 | 14 | 2.0081 | 0.1775 | 2.0081 | 1.4171 |
| No log | 0.2254 | 16 | 2.6059 | 0.1709 | 2.6059 | 1.6143 |
| No log | 0.2535 | 18 | 2.1896 | 0.1905 | 2.1896 | 1.4797 |
| No log | 0.2817 | 20 | 1.2933 | 0.2988 | 1.2933 | 1.1372 |
| No log | 0.3099 | 22 | 0.8306 | 0.4364 | 0.8306 | 0.9114 |
| No log | 0.3380 | 24 | 0.8304 | 0.4325 | 0.8304 | 0.9113 |
| No log | 0.3662 | 26 | 0.8090 | 0.4853 | 0.8090 | 0.8994 |
| No log | 0.3944 | 28 | 0.7507 | 0.5150 | 0.7507 | 0.8664 |
| No log | 0.4225 | 30 | 0.8444 | 0.5004 | 0.8444 | 0.9189 |
| No log | 0.4507 | 32 | 0.7960 | 0.4846 | 0.7960 | 0.8922 |
| No log | 0.4789 | 34 | 0.7400 | 0.5084 | 0.7400 | 0.8602 |
| No log | 0.5070 | 36 | 0.8511 | 0.4409 | 0.8511 | 0.9225 |
| No log | 0.5352 | 38 | 0.8833 | 0.4310 | 0.8833 | 0.9398 |
| No log | 0.5634 | 40 | 0.8475 | 0.4926 | 0.8475 | 0.9206 |
| No log | 0.5915 | 42 | 0.7600 | 0.5214 | 0.7600 | 0.8718 |
| No log | 0.6197 | 44 | 0.7627 | 0.5300 | 0.7627 | 0.8733 |
| No log | 0.6479 | 46 | 0.9629 | 0.4329 | 0.9629 | 0.9813 |
| No log | 0.6761 | 48 | 1.2726 | 0.4610 | 1.2726 | 1.1281 |
| No log | 0.7042 | 50 | 1.4573 | 0.4024 | 1.4573 | 1.2072 |
| No log | 0.7324 | 52 | 1.8642 | 0.3223 | 1.8642 | 1.3653 |
| No log | 0.7606 | 54 | 1.9298 | 0.3133 | 1.9298 | 1.3892 |
| No log | 0.7887 | 56 | 1.5073 | 0.3994 | 1.5073 | 1.2277 |
| No log | 0.8169 | 58 | 0.8253 | 0.6087 | 0.8253 | 0.9084 |
| No log | 0.8451 | 60 | 0.6432 | 0.6832 | 0.6432 | 0.8020 |
| No log | 0.8732 | 62 | 0.6789 | 0.6288 | 0.6789 | 0.8240 |
| No log | 0.9014 | 64 | 0.8010 | 0.5858 | 0.8010 | 0.8950 |
| No log | 0.9296 | 66 | 0.8201 | 0.5940 | 0.8201 | 0.9056 |
| No log | 0.9577 | 68 | 0.6642 | 0.6731 | 0.6642 | 0.8150 |
| No log | 0.9859 | 70 | 0.6087 | 0.6839 | 0.6087 | 0.7802 |
| No log | 1.0141 | 72 | 0.6028 | 0.6750 | 0.6028 | 0.7764 |
| No log | 1.0423 | 74 | 0.6062 | 0.6807 | 0.6062 | 0.7786 |
| No log | 1.0704 | 76 | 0.5961 | 0.6815 | 0.5961 | 0.7721 |
| No log | 1.0986 | 78 | 0.8978 | 0.5789 | 0.8978 | 0.9475 |
| No log | 1.1268 | 80 | 1.2569 | 0.4777 | 1.2569 | 1.1211 |
| No log | 1.1549 | 82 | 1.1206 | 0.4982 | 1.1206 | 1.0586 |
| No log | 1.1831 | 84 | 0.7411 | 0.6435 | 0.7411 | 0.8609 |
| No log | 1.2113 | 86 | 0.6005 | 0.6796 | 0.6005 | 0.7749 |
| No log | 1.2394 | 88 | 0.6830 | 0.6587 | 0.6830 | 0.8264 |
| No log | 1.2676 | 90 | 0.6795 | 0.6604 | 0.6795 | 0.8243 |
| No log | 1.2958 | 92 | 0.6728 | 0.6744 | 0.6728 | 0.8203 |
| No log | 1.3239 | 94 | 0.7557 | 0.6663 | 0.7557 | 0.8693 |
| No log | 1.3521 | 96 | 0.7624 | 0.6725 | 0.7624 | 0.8731 |
| No log | 1.3803 | 98 | 0.7301 | 0.6834 | 0.7301 | 0.8544 |
| No log | 1.4085 | 100 | 0.6755 | 0.6901 | 0.6755 | 0.8219 |
| No log | 1.4366 | 102 | 0.6692 | 0.6893 | 0.6692 | 0.8180 |
| No log | 1.4648 | 104 | 0.7478 | 0.6289 | 0.7478 | 0.8648 |
| No log | 1.4930 | 106 | 0.7691 | 0.6290 | 0.7691 | 0.8770 |
| No log | 1.5211 | 108 | 0.6627 | 0.6386 | 0.6627 | 0.8141 |
| No log | 1.5493 | 110 | 0.5913 | 0.6948 | 0.5913 | 0.7690 |
| No log | 1.5775 | 112 | 0.6060 | 0.7112 | 0.6060 | 0.7785 |
| No log | 1.6056 | 114 | 0.5941 | 0.7398 | 0.5941 | 0.7708 |
| No log | 1.6338 | 116 | 0.5784 | 0.7119 | 0.5784 | 0.7605 |
| No log | 1.6620 | 118 | 0.5618 | 0.7472 | 0.5618 | 0.7495 |
| No log | 1.6901 | 120 | 0.5457 | 0.7696 | 0.5457 | 0.7387 |
| No log | 1.7183 | 122 | 0.5429 | 0.7610 | 0.5429 | 0.7368 |
| No log | 1.7465 | 124 | 0.5467 | 0.7629 | 0.5467 | 0.7394 |
| No log | 1.7746 | 126 | 0.5485 | 0.7735 | 0.5485 | 0.7406 |
| No log | 1.8028 | 128 | 0.5633 | 0.7426 | 0.5633 | 0.7506 |
| No log | 1.8310 | 130 | 0.5715 | 0.7488 | 0.5715 | 0.7560 |
| No log | 1.8592 | 132 | 0.5574 | 0.7477 | 0.5574 | 0.7466 |
| No log | 1.8873 | 134 | 0.5540 | 0.7548 | 0.5540 | 0.7443 |
| No log | 1.9155 | 136 | 0.5568 | 0.7513 | 0.5568 | 0.7462 |
| No log | 1.9437 | 138 | 0.5595 | 0.7176 | 0.5595 | 0.7480 |
| No log | 1.9718 | 140 | 0.6421 | 0.7140 | 0.6421 | 0.8013 |
| No log | 2.0 | 142 | 0.7454 | 0.6548 | 0.7454 | 0.8634 |
| No log | 2.0282 | 144 | 0.7825 | 0.6355 | 0.7825 | 0.8846 |
| No log | 2.0563 | 146 | 0.7797 | 0.6198 | 0.7797 | 0.8830 |
| No log | 2.0845 | 148 | 0.6827 | 0.6657 | 0.6827 | 0.8263 |
| No log | 2.1127 | 150 | 0.5916 | 0.7099 | 0.5916 | 0.7691 |
| No log | 2.1408 | 152 | 0.5984 | 0.7475 | 0.5984 | 0.7736 |
| No log | 2.1690 | 154 | 0.5940 | 0.7386 | 0.5940 | 0.7707 |
| No log | 2.1972 | 156 | 0.6572 | 0.6860 | 0.6572 | 0.8107 |
| No log | 2.2254 | 158 | 0.6490 | 0.7094 | 0.6490 | 0.8056 |
| No log | 2.2535 | 160 | 0.6099 | 0.7338 | 0.6099 | 0.7809 |
| No log | 2.2817 | 162 | 0.6224 | 0.7347 | 0.6224 | 0.7889 |
| No log | 2.3099 | 164 | 0.6986 | 0.6905 | 0.6986 | 0.8358 |
| No log | 2.3380 | 166 | 0.6667 | 0.7268 | 0.6667 | 0.8165 |
| No log | 2.3662 | 168 | 0.5925 | 0.7436 | 0.5925 | 0.7698 |
| No log | 2.3944 | 170 | 0.6473 | 0.6923 | 0.6473 | 0.8046 |
| No log | 2.4225 | 172 | 0.6709 | 0.7113 | 0.6709 | 0.8191 |
| No log | 2.4507 | 174 | 0.6652 | 0.7116 | 0.6652 | 0.8156 |
| No log | 2.4789 | 176 | 0.6909 | 0.7100 | 0.6909 | 0.8312 |
| No log | 2.5070 | 178 | 0.6392 | 0.7243 | 0.6392 | 0.7995 |
| No log | 2.5352 | 180 | 0.6494 | 0.7240 | 0.6494 | 0.8058 |
| No log | 2.5634 | 182 | 0.6763 | 0.7139 | 0.6763 | 0.8223 |
| No log | 2.5915 | 184 | 0.6544 | 0.7171 | 0.6544 | 0.8090 |
| No log | 2.6197 | 186 | 0.6416 | 0.7461 | 0.6416 | 0.8010 |
| No log | 2.6479 | 188 | 0.6983 | 0.7040 | 0.6983 | 0.8356 |
| No log | 2.6761 | 190 | 0.6891 | 0.7075 | 0.6891 | 0.8301 |
| No log | 2.7042 | 192 | 0.6395 | 0.7461 | 0.6395 | 0.7997 |
| No log | 2.7324 | 194 | 0.6504 | 0.7270 | 0.6504 | 0.8065 |
| No log | 2.7606 | 196 | 0.6701 | 0.7211 | 0.6701 | 0.8186 |
| No log | 2.7887 | 198 | 0.6200 | 0.7160 | 0.6200 | 0.7874 |
| No log | 2.8169 | 200 | 0.5803 | 0.7147 | 0.5803 | 0.7618 |
| No log | 2.8451 | 202 | 0.5918 | 0.7578 | 0.5918 | 0.7693 |
| No log | 2.8732 | 204 | 0.6229 | 0.7377 | 0.6229 | 0.7892 |
| No log | 2.9014 | 206 | 0.6005 | 0.7682 | 0.6005 | 0.7749 |
| No log | 2.9296 | 208 | 0.6002 | 0.7617 | 0.6002 | 0.7747 |
| No log | 2.9577 | 210 | 0.6280 | 0.7736 | 0.6280 | 0.7924 |
| No log | 2.9859 | 212 | 0.6924 | 0.7367 | 0.6924 | 0.8321 |
| No log | 3.0141 | 214 | 0.7582 | 0.7134 | 0.7582 | 0.8707 |
| No log | 3.0423 | 216 | 0.7363 | 0.7286 | 0.7363 | 0.8581 |
| No log | 3.0704 | 218 | 0.6572 | 0.7653 | 0.6572 | 0.8107 |
| No log | 3.0986 | 220 | 0.6459 | 0.7378 | 0.6459 | 0.8037 |
| No log | 3.1268 | 222 | 0.6268 | 0.7210 | 0.6268 | 0.7917 |
| No log | 3.1549 | 224 | 0.6238 | 0.7358 | 0.6238 | 0.7898 |
| No log | 3.1831 | 226 | 0.6261 | 0.7007 | 0.6261 | 0.7913 |
| No log | 3.2113 | 228 | 0.6088 | 0.7221 | 0.6088 | 0.7802 |
| No log | 3.2394 | 230 | 0.5901 | 0.7267 | 0.5901 | 0.7682 |
| No log | 3.2676 | 232 | 0.5964 | 0.7359 | 0.5964 | 0.7723 |
| No log | 3.2958 | 234 | 0.6331 | 0.7353 | 0.6331 | 0.7957 |
| No log | 3.3239 | 236 | 0.6412 | 0.7322 | 0.6412 | 0.8008 |
| No log | 3.3521 | 238 | 0.6409 | 0.7359 | 0.6409 | 0.8006 |
| No log | 3.3803 | 240 | 0.6530 | 0.7359 | 0.6530 | 0.8081 |
| No log | 3.4085 | 242 | 0.6381 | 0.7359 | 0.6381 | 0.7988 |
| No log | 3.4366 | 244 | 0.6159 | 0.7420 | 0.6159 | 0.7848 |
| No log | 3.4648 | 246 | 0.6108 | 0.7180 | 0.6108 | 0.7815 |
| No log | 3.4930 | 248 | 0.6060 | 0.7402 | 0.6060 | 0.7785 |
| No log | 3.5211 | 250 | 0.5840 | 0.7314 | 0.5840 | 0.7642 |
| No log | 3.5493 | 252 | 0.5732 | 0.7304 | 0.5732 | 0.7571 |
| No log | 3.5775 | 254 | 0.5956 | 0.7457 | 0.5956 | 0.7717 |
| No log | 3.6056 | 256 | 0.6217 | 0.7303 | 0.6217 | 0.7885 |
| No log | 3.6338 | 258 | 0.5996 | 0.7432 | 0.5996 | 0.7743 |
| No log | 3.6620 | 260 | 0.5868 | 0.7307 | 0.5868 | 0.7660 |
| No log | 3.6901 | 262 | 0.5935 | 0.7377 | 0.5935 | 0.7704 |
| No log | 3.7183 | 264 | 0.5978 | 0.7398 | 0.5978 | 0.7731 |
| No log | 3.7465 | 266 | 0.6482 | 0.7277 | 0.6482 | 0.8051 |
| No log | 3.7746 | 268 | 0.7598 | 0.7025 | 0.7598 | 0.8717 |
| No log | 3.8028 | 270 | 0.9198 | 0.6716 | 0.9198 | 0.9591 |
| No log | 3.8310 | 272 | 0.9739 | 0.6497 | 0.9739 | 0.9869 |
| No log | 3.8592 | 274 | 0.8503 | 0.6857 | 0.8503 | 0.9221 |
| No log | 3.8873 | 276 | 0.6814 | 0.6824 | 0.6814 | 0.8255 |
| No log | 3.9155 | 278 | 0.6303 | 0.7177 | 0.6303 | 0.7939 |
| No log | 3.9437 | 280 | 0.6362 | 0.7075 | 0.6362 | 0.7976 |
| No log | 3.9718 | 282 | 0.6347 | 0.7115 | 0.6347 | 0.7967 |
| No log | 4.0 | 284 | 0.6368 | 0.7207 | 0.6368 | 0.7980 |
| No log | 4.0282 | 286 | 0.6444 | 0.7216 | 0.6444 | 0.8028 |
| No log | 4.0563 | 288 | 0.6332 | 0.7163 | 0.6332 | 0.7957 |
| No log | 4.0845 | 290 | 0.6237 | 0.7134 | 0.6237 | 0.7898 |
| No log | 4.1127 | 292 | 0.6240 | 0.7189 | 0.6240 | 0.7899 |
| No log | 4.1408 | 294 | 0.6248 | 0.7179 | 0.6248 | 0.7905 |
| No log | 4.1690 | 296 | 0.6410 | 0.7287 | 0.6410 | 0.8006 |
| No log | 4.1972 | 298 | 0.7298 | 0.7055 | 0.7298 | 0.8543 |
| No log | 4.2254 | 300 | 0.8818 | 0.6765 | 0.8818 | 0.9391 |
| No log | 4.2535 | 302 | 0.9700 | 0.6602 | 0.9700 | 0.9849 |
| No log | 4.2817 | 304 | 0.9012 | 0.6599 | 0.9012 | 0.9493 |
| No log | 4.3099 | 306 | 0.7564 | 0.7080 | 0.7564 | 0.8697 |
| No log | 4.3380 | 308 | 0.6906 | 0.7000 | 0.6906 | 0.8311 |
| No log | 4.3662 | 310 | 0.6628 | 0.6968 | 0.6628 | 0.8141 |
| No log | 4.3944 | 312 | 0.6606 | 0.7221 | 0.6606 | 0.8128 |
| No log | 4.4225 | 314 | 0.6572 | 0.7221 | 0.6572 | 0.8107 |
| No log | 4.4507 | 316 | 0.6699 | 0.7046 | 0.6699 | 0.8185 |
| No log | 4.4789 | 318 | 0.6811 | 0.7035 | 0.6811 | 0.8253 |
| No log | 4.5070 | 320 | 0.6679 | 0.7053 | 0.6679 | 0.8172 |
| No log | 4.5352 | 322 | 0.7056 | 0.7037 | 0.7056 | 0.8400 |
| No log | 4.5634 | 324 | 0.6957 | 0.7076 | 0.6957 | 0.8341 |
| No log | 4.5915 | 326 | 0.6409 | 0.6974 | 0.6409 | 0.8006 |
| No log | 4.6197 | 328 | 0.6033 | 0.7158 | 0.6033 | 0.7767 |
| No log | 4.6479 | 330 | 0.6125 | 0.7250 | 0.6125 | 0.7826 |
| No log | 4.6761 | 332 | 0.6135 | 0.7212 | 0.6135 | 0.7833 |
| No log | 4.7042 | 334 | 0.5954 | 0.7372 | 0.5954 | 0.7716 |
| No log | 4.7324 | 336 | 0.6129 | 0.7299 | 0.6129 | 0.7829 |
| No log | 4.7606 | 338 | 0.6902 | 0.6868 | 0.6902 | 0.8308 |
| No log | 4.7887 | 340 | 0.7501 | 0.6751 | 0.7501 | 0.8661 |
| No log | 4.8169 | 342 | 0.7456 | 0.6886 | 0.7456 | 0.8635 |
| No log | 4.8451 | 344 | 0.6784 | 0.6973 | 0.6784 | 0.8237 |
| No log | 4.8732 | 346 | 0.6143 | 0.7400 | 0.6143 | 0.7838 |
| No log | 4.9014 | 348 | 0.6056 | 0.7303 | 0.6056 | 0.7782 |
| No log | 4.9296 | 350 | 0.6039 | 0.7372 | 0.6039 | 0.7771 |
| No log | 4.9577 | 352 | 0.5993 | 0.7336 | 0.5993 | 0.7742 |
| No log | 4.9859 | 354 | 0.5860 | 0.7368 | 0.5860 | 0.7655 |
| No log | 5.0141 | 356 | 0.5842 | 0.7380 | 0.5842 | 0.7643 |
| No log | 5.0423 | 358 | 0.5989 | 0.7411 | 0.5989 | 0.7739 |
| No log | 5.0704 | 360 | 0.6530 | 0.7196 | 0.6530 | 0.8081 |
| No log | 5.0986 | 362 | 0.6835 | 0.7155 | 0.6835 | 0.8268 |
| No log | 5.1268 | 364 | 0.6627 | 0.7183 | 0.6627 | 0.8141 |
| No log | 5.1549 | 366 | 0.6188 | 0.7429 | 0.6188 | 0.7866 |
| No log | 5.1831 | 368 | 0.6051 | 0.7383 | 0.6051 | 0.7779 |
| No log | 5.2113 | 370 | 0.6111 | 0.7399 | 0.6111 | 0.7817 |
| No log | 5.2394 | 372 | 0.6271 | 0.7207 | 0.6271 | 0.7919 |
| No log | 5.2676 | 374 | 0.6368 | 0.7187 | 0.6368 | 0.7980 |
| No log | 5.2958 | 376 | 0.6232 | 0.7193 | 0.6232 | 0.7894 |
| No log | 5.3239 | 378 | 0.6142 | 0.7074 | 0.6142 | 0.7837 |
| No log | 5.3521 | 380 | 0.6108 | 0.7162 | 0.6108 | 0.7815 |
| No log | 5.3803 | 382 | 0.6206 | 0.7074 | 0.6206 | 0.7878 |
| No log | 5.4085 | 384 | 0.6192 | 0.7256 | 0.6192 | 0.7869 |
| No log | 5.4366 | 386 | 0.6124 | 0.7208 | 0.6124 | 0.7826 |
| No log | 5.4648 | 388 | 0.6161 | 0.7110 | 0.6161 | 0.7849 |
| No log | 5.4930 | 390 | 0.6192 | 0.7029 | 0.6192 | 0.7869 |
| No log | 5.5211 | 392 | 0.6023 | 0.7245 | 0.6023 | 0.7761 |
| No log | 5.5493 | 394 | 0.6002 | 0.7313 | 0.6002 | 0.7747 |
| No log | 5.5775 | 396 | 0.5943 | 0.7501 | 0.5943 | 0.7709 |
| No log | 5.6056 | 398 | 0.6162 | 0.7499 | 0.6162 | 0.7850 |
| No log | 5.6338 | 400 | 0.6483 | 0.7026 | 0.6483 | 0.8052 |
| No log | 5.6620 | 402 | 0.6397 | 0.6963 | 0.6397 | 0.7998 |
| No log | 5.6901 | 404 | 0.6045 | 0.7326 | 0.6045 | 0.7775 |
| No log | 5.7183 | 406 | 0.5790 | 0.7339 | 0.5790 | 0.7609 |
| No log | 5.7465 | 408 | 0.5864 | 0.7261 | 0.5864 | 0.7657 |
| No log | 5.7746 | 410 | 0.5849 | 0.7160 | 0.5849 | 0.7648 |
| No log | 5.8028 | 412 | 0.5845 | 0.7384 | 0.5845 | 0.7645 |
| No log | 5.8310 | 414 | 0.5943 | 0.7314 | 0.5943 | 0.7709 |
| No log | 5.8592 | 416 | 0.6117 | 0.7294 | 0.6117 | 0.7821 |
| No log | 5.8873 | 418 | 0.6055 | 0.7447 | 0.6055 | 0.7781 |
| No log | 5.9155 | 420 | 0.5917 | 0.7490 | 0.5917 | 0.7692 |
| No log | 5.9437 | 422 | 0.6091 | 0.7283 | 0.6091 | 0.7804 |
| No log | 5.9718 | 424 | 0.6196 | 0.7299 | 0.6196 | 0.7872 |
| No log | 6.0 | 426 | 0.6094 | 0.7267 | 0.6094 | 0.7806 |
| No log | 6.0282 | 428 | 0.5981 | 0.7199 | 0.5981 | 0.7734 |
| No log | 6.0563 | 430 | 0.5958 | 0.7214 | 0.5958 | 0.7719 |
| No log | 6.0845 | 432 | 0.5955 | 0.7342 | 0.5955 | 0.7717 |
| No log | 6.1127 | 434 | 0.5901 | 0.7342 | 0.5901 | 0.7682 |
| No log | 6.1408 | 436 | 0.5894 | 0.7311 | 0.5894 | 0.7677 |
| No log | 6.1690 | 438 | 0.5932 | 0.7205 | 0.5932 | 0.7702 |
| No log | 6.1972 | 440 | 0.5991 | 0.7382 | 0.5991 | 0.7740 |
| No log | 6.2254 | 442 | 0.6105 | 0.7399 | 0.6105 | 0.7813 |
| No log | 6.2535 | 444 | 0.6132 | 0.7393 | 0.6132 | 0.7831 |
| No log | 6.2817 | 446 | 0.6112 | 0.7205 | 0.6112 | 0.7818 |
| No log | 6.3099 | 448 | 0.6096 | 0.7258 | 0.6096 | 0.7808 |
| No log | 6.3380 | 450 | 0.6100 | 0.7267 | 0.6100 | 0.7810 |
| No log | 6.3662 | 452 | 0.6090 | 0.7244 | 0.6090 | 0.7804 |
| No log | 6.3944 | 454 | 0.6117 | 0.7244 | 0.6117 | 0.7821 |
| No log | 6.4225 | 456 | 0.6090 | 0.7273 | 0.6090 | 0.7804 |
| No log | 6.4507 | 458 | 0.6072 | 0.7109 | 0.6072 | 0.7793 |
| No log | 6.4789 | 460 | 0.6056 | 0.7210 | 0.6056 | 0.7782 |
| No log | 6.5070 | 462 | 0.6113 | 0.7375 | 0.6113 | 0.7819 |
| No log | 6.5352 | 464 | 0.6391 | 0.7230 | 0.6391 | 0.7994 |
| No log | 6.5634 | 466 | 0.6655 | 0.7035 | 0.6655 | 0.8158 |
| No log | 6.5915 | 468 | 0.6754 | 0.6968 | 0.6754 | 0.8218 |
| No log | 6.6197 | 470 | 0.6715 | 0.6968 | 0.6715 | 0.8194 |
| No log | 6.6479 | 472 | 0.6414 | 0.7230 | 0.6414 | 0.8009 |
| No log | 6.6761 | 474 | 0.6099 | 0.7348 | 0.6099 | 0.7810 |
| No log | 6.7042 | 476 | 0.6056 | 0.7127 | 0.6056 | 0.7782 |
| No log | 6.7324 | 478 | 0.6093 | 0.7131 | 0.6093 | 0.7806 |
| No log | 6.7606 | 480 | 0.6077 | 0.7006 | 0.6077 | 0.7795 |
| No log | 6.7887 | 482 | 0.6113 | 0.7137 | 0.6113 | 0.7818 |
| No log | 6.8169 | 484 | 0.6305 | 0.7352 | 0.6305 | 0.7941 |
| No log | 6.8451 | 486 | 0.6486 | 0.7208 | 0.6486 | 0.8054 |
| No log | 6.8732 | 488 | 0.6538 | 0.7075 | 0.6538 | 0.8086 |
| No log | 6.9014 | 490 | 0.6416 | 0.7228 | 0.6416 | 0.8010 |
| No log | 6.9296 | 492 | 0.6279 | 0.7114 | 0.6279 | 0.7924 |
| No log | 6.9577 | 494 | 0.6289 | 0.7138 | 0.6289 | 0.7930 |
| No log | 6.9859 | 496 | 0.6391 | 0.7212 | 0.6391 | 0.7995 |
| No log | 7.0141 | 498 | 0.6432 | 0.7212 | 0.6432 | 0.8020 |
| 0.3932 | 7.0423 | 500 | 0.6326 | 0.7087 | 0.6326 | 0.7953 |
| 0.3932 | 7.0704 | 502 | 0.6169 | 0.7202 | 0.6169 | 0.7854 |
| 0.3932 | 7.0986 | 504 | 0.6136 | 0.7132 | 0.6136 | 0.7833 |
| 0.3932 | 7.1268 | 506 | 0.6104 | 0.7208 | 0.6104 | 0.7813 |
| 0.3932 | 7.1549 | 508 | 0.6081 | 0.7291 | 0.6081 | 0.7798 |
| 0.3932 | 7.1831 | 510 | 0.6064 | 0.7306 | 0.6064 | 0.7787 |
| 0.3932 | 7.2113 | 512 | 0.6108 | 0.7359 | 0.6108 | 0.7815 |
| 0.3932 | 7.2394 | 514 | 0.6121 | 0.7397 | 0.6121 | 0.7824 |
| 0.3932 | 7.2676 | 516 | 0.6167 | 0.7354 | 0.6167 | 0.7853 |
| 0.3932 | 7.2958 | 518 | 0.6313 | 0.7146 | 0.6313 | 0.7946 |
| 0.3932 | 7.3239 | 520 | 0.6433 | 0.7185 | 0.6433 | 0.8021 |
| 0.3932 | 7.3521 | 522 | 0.6655 | 0.7126 | 0.6655 | 0.8158 |
| 0.3932 | 7.3803 | 524 | 0.6730 | 0.7187 | 0.6730 | 0.8204 |
| 0.3932 | 7.4085 | 526 | 0.6745 | 0.7235 | 0.6745 | 0.8213 |
| 0.3932 | 7.4366 | 528 | 0.6695 | 0.7296 | 0.6695 | 0.8182 |
| 0.3932 | 7.4648 | 530 | 0.6547 | 0.7110 | 0.6547 | 0.8091 |
| 0.3932 | 7.4930 | 532 | 0.6447 | 0.7314 | 0.6447 | 0.8029 |
| 0.3932 | 7.5211 | 534 | 0.6351 | 0.7285 | 0.6351 | 0.7969 |
| 0.3932 | 7.5493 | 536 | 0.6269 | 0.7376 | 0.6269 | 0.7918 |
| 0.3932 | 7.5775 | 538 | 0.6158 | 0.7481 | 0.6158 | 0.7847 |
| 0.3932 | 7.6056 | 540 | 0.6071 | 0.7532 | 0.6071 | 0.7792 |
| 0.3932 | 7.6338 | 542 | 0.6008 | 0.7488 | 0.6008 | 0.7751 |
| 0.3932 | 7.6620 | 544 | 0.6028 | 0.7363 | 0.6028 | 0.7764 |
| 0.3932 | 7.6901 | 546 | 0.6139 | 0.7234 | 0.6139 | 0.7835 |
| 0.3932 | 7.7183 | 548 | 0.6260 | 0.7091 | 0.6260 | 0.7912 |
| 0.3932 | 7.7465 | 550 | 0.6286 | 0.7134 | 0.6286 | 0.7929 |
| 0.3932 | 7.7746 | 552 | 0.6160 | 0.7205 | 0.6160 | 0.7848 |
| 0.3932 | 7.8028 | 554 | 0.6066 | 0.7524 | 0.6066 | 0.7788 |
| 0.3932 | 7.8310 | 556 | 0.6090 | 0.7537 | 0.6090 | 0.7804 |
| 0.3932 | 7.8592 | 558 | 0.6155 | 0.7397 | 0.6155 | 0.7845 |
| 0.3932 | 7.8873 | 560 | 0.6202 | 0.7514 | 0.6202 | 0.7875 |
| 0.3932 | 7.9155 | 562 | 0.6197 | 0.7355 | 0.6197 | 0.7872 |
| 0.3932 | 7.9437 | 564 | 0.6183 | 0.7421 | 0.6183 | 0.7863 |
| 0.3932 | 7.9718 | 566 | 0.6236 | 0.7128 | 0.6236 | 0.7897 |
| 0.3932 | 8.0 | 568 | 0.6480 | 0.7137 | 0.6480 | 0.8050 |
| 0.3932 | 8.0282 | 570 | 0.6814 | 0.7095 | 0.6814 | 0.8255 |
| 0.3932 | 8.0563 | 572 | 0.7058 | 0.7003 | 0.7058 | 0.8401 |
| 0.3932 | 8.0845 | 574 | 0.7078 | 0.6960 | 0.7078 | 0.8413 |
| 0.3932 | 8.1127 | 576 | 0.6856 | 0.6961 | 0.6856 | 0.8280 |
| 0.3932 | 8.1408 | 578 | 0.6520 | 0.7055 | 0.6520 | 0.8075 |
| 0.3932 | 8.1690 | 580 | 0.6246 | 0.7266 | 0.6246 | 0.7903 |
| 0.3932 | 8.1972 | 582 | 0.6082 | 0.7145 | 0.6082 | 0.7799 |
| 0.3932 | 8.2254 | 584 | 0.6047 | 0.7161 | 0.6047 | 0.7776 |
| 0.3932 | 8.2535 | 586 | 0.6061 | 0.7296 | 0.6061 | 0.7785 |
| 0.3932 | 8.2817 | 588 | 0.6061 | 0.7251 | 0.6061 | 0.7785 |
| 0.3932 | 8.3099 | 590 | 0.6036 | 0.7161 | 0.6036 | 0.7769 |
| 0.3932 | 8.3380 | 592 | 0.6029 | 0.7131 | 0.6029 | 0.7765 |
| 0.3932 | 8.3662 | 594 | 0.6026 | 0.7065 | 0.6026 | 0.7763 |
| 0.3932 | 8.3944 | 596 | 0.6077 | 0.7192 | 0.6077 | 0.7796 |
| 0.3932 | 8.4225 | 598 | 0.6126 | 0.7185 | 0.6126 | 0.7827 |
| 0.3932 | 8.4507 | 600 | 0.6154 | 0.7185 | 0.6154 | 0.7845 |
| 0.3932 | 8.4789 | 602 | 0.6206 | 0.6997 | 0.6206 | 0.7878 |
| 0.3932 | 8.5070 | 604 | 0.6224 | 0.7011 | 0.6224 | 0.7889 |
| 0.3932 | 8.5352 | 606 | 0.6203 | 0.7011 | 0.6203 | 0.7876 |
| 0.3932 | 8.5634 | 608 | 0.6215 | 0.7011 | 0.6215 | 0.7884 |
| 0.3932 | 8.5915 | 610 | 0.6210 | 0.7011 | 0.6210 | 0.7880 |
| 0.3932 | 8.6197 | 612 | 0.6187 | 0.7011 | 0.6187 | 0.7866 |
| 0.3932 | 8.6479 | 614 | 0.6197 | 0.7116 | 0.6197 | 0.7872 |
| 0.3932 | 8.6761 | 616 | 0.6290 | 0.7177 | 0.6290 | 0.7931 |
| 0.3932 | 8.7042 | 618 | 0.6388 | 0.7162 | 0.6388 | 0.7992 |
| 0.3932 | 8.7324 | 620 | 0.6434 | 0.7148 | 0.6434 | 0.8021 |
| 0.3932 | 8.7606 | 622 | 0.6438 | 0.7148 | 0.6438 | 0.8024 |
| 0.3932 | 8.7887 | 624 | 0.6446 | 0.7148 | 0.6446 | 0.8029 |
| 0.3932 | 8.8169 | 626 | 0.6486 | 0.7024 | 0.6486 | 0.8053 |
| 0.3932 | 8.8451 | 628 | 0.6547 | 0.6894 | 0.6547 | 0.8091 |
| 0.3932 | 8.8732 | 630 | 0.6603 | 0.6894 | 0.6603 | 0.8126 |
| 0.3932 | 8.9014 | 632 | 0.6660 | 0.6906 | 0.6660 | 0.8161 |
| 0.3932 | 8.9296 | 634 | 0.6685 | 0.6861 | 0.6685 | 0.8176 |
| 0.3932 | 8.9577 | 636 | 0.6646 | 0.6861 | 0.6646 | 0.8152 |
| 0.3932 | 8.9859 | 638 | 0.6552 | 0.6906 | 0.6552 | 0.8094 |
| 0.3932 | 9.0141 | 640 | 0.6513 | 0.7007 | 0.6513 | 0.8070 |
| 0.3932 | 9.0423 | 642 | 0.6439 | 0.7007 | 0.6439 | 0.8024 |
| 0.3932 | 9.0704 | 644 | 0.6412 | 0.7051 | 0.6412 | 0.8007 |
| 0.3932 | 9.0986 | 646 | 0.6416 | 0.7051 | 0.6416 | 0.8010 |
| 0.3932 | 9.1268 | 648 | 0.6429 | 0.7177 | 0.6429 | 0.8018 |
| 0.3932 | 9.1549 | 650 | 0.6391 | 0.7177 | 0.6391 | 0.7994 |
| 0.3932 | 9.1831 | 652 | 0.6360 | 0.7162 | 0.6360 | 0.7975 |
| 0.3932 | 9.2113 | 654 | 0.6396 | 0.7061 | 0.6396 | 0.7997 |
| 0.3932 | 9.2394 | 656 | 0.6460 | 0.7042 | 0.6460 | 0.8038 |
| 0.3932 | 9.2676 | 658 | 0.6484 | 0.7042 | 0.6484 | 0.8053 |
| 0.3932 | 9.2958 | 660 | 0.6532 | 0.7042 | 0.6532 | 0.8082 |
| 0.3932 | 9.3239 | 662 | 0.6520 | 0.7029 | 0.6520 | 0.8075 |
| 0.3932 | 9.3521 | 664 | 0.6451 | 0.7016 | 0.6451 | 0.8032 |
| 0.3932 | 9.3803 | 666 | 0.6407 | 0.7035 | 0.6407 | 0.8004 |
| 0.3932 | 9.4085 | 668 | 0.6345 | 0.7134 | 0.6345 | 0.7966 |
| 0.3932 | 9.4366 | 670 | 0.6274 | 0.7177 | 0.6274 | 0.7921 |
| 0.3932 | 9.4648 | 672 | 0.6224 | 0.7177 | 0.6224 | 0.7889 |
| 0.3932 | 9.4930 | 674 | 0.6211 | 0.7177 | 0.6211 | 0.7881 |
| 0.3932 | 9.5211 | 676 | 0.6217 | 0.7177 | 0.6217 | 0.7885 |
| 0.3932 | 9.5493 | 678 | 0.6246 | 0.7191 | 0.6246 | 0.7903 |
| 0.3932 | 9.5775 | 680 | 0.6288 | 0.7206 | 0.6288 | 0.7929 |
| 0.3932 | 9.6056 | 682 | 0.6336 | 0.7162 | 0.6336 | 0.7960 |
| 0.3932 | 9.6338 | 684 | 0.6376 | 0.7061 | 0.6376 | 0.7985 |
| 0.3932 | 9.6620 | 686 | 0.6394 | 0.7075 | 0.6394 | 0.7996 |
| 0.3932 | 9.6901 | 688 | 0.6418 | 0.7055 | 0.6418 | 0.8012 |
| 0.3932 | 9.7183 | 690 | 0.6433 | 0.7055 | 0.6433 | 0.8021 |
| 0.3932 | 9.7465 | 692 | 0.6447 | 0.7055 | 0.6447 | 0.8030 |
| 0.3932 | 9.7746 | 694 | 0.6449 | 0.7055 | 0.6449 | 0.8031 |
| 0.3932 | 9.8028 | 696 | 0.6436 | 0.7042 | 0.6436 | 0.8023 |
| 0.3932 | 9.8310 | 698 | 0.6422 | 0.7042 | 0.6422 | 0.8014 |
| 0.3932 | 9.8592 | 700 | 0.6412 | 0.7042 | 0.6412 | 0.8008 |
| 0.3932 | 9.8873 | 702 | 0.6408 | 0.7061 | 0.6408 | 0.8005 |
| 0.3932 | 9.9155 | 704 | 0.6405 | 0.7061 | 0.6405 | 0.8003 |
| 0.3932 | 9.9437 | 706 | 0.6402 | 0.7061 | 0.6402 | 0.8001 |
| 0.3932 | 9.9718 | 708 | 0.6400 | 0.7061 | 0.6400 | 0.8000 |
| 0.3932 | 10.0 | 710 | 0.6399 | 0.7061 | 0.6399 | 0.7999 |
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_k14_task1_organization
Base model
aubmindlab/bert-base-arabertv02