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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8403
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- - Qwk: 0.3879
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- - Mse: 0.8403
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- - Rmse: 0.9167
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  ## Model description
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@@ -49,286 +49,275 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0417 | 2 | 4.1548 | -0.0255 | 4.1548 | 2.0383 |
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- | No log | 0.0833 | 4 | 2.3958 | 0.0782 | 2.3958 | 1.5478 |
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- | No log | 0.125 | 6 | 1.7485 | -0.0277 | 1.7485 | 1.3223 |
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- | No log | 0.1667 | 8 | 1.4278 | 0.0143 | 1.4278 | 1.1949 |
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- | No log | 0.2083 | 10 | 1.6207 | -0.0078 | 1.6207 | 1.2731 |
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- | No log | 0.25 | 12 | 1.4777 | 0.0143 | 1.4777 | 1.2156 |
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- | No log | 0.2917 | 14 | 1.1192 | 0.0849 | 1.1192 | 1.0579 |
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- | No log | 0.3333 | 16 | 1.0639 | 0.1805 | 1.0639 | 1.0315 |
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- | No log | 0.375 | 18 | 1.2032 | 0.1471 | 1.2032 | 1.0969 |
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- | No log | 0.4167 | 20 | 1.3116 | 0.0 | 1.3116 | 1.1452 |
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- | No log | 0.4583 | 22 | 1.2854 | 0.0380 | 1.2854 | 1.1338 |
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- | No log | 0.5 | 24 | 1.3565 | 0.0 | 1.3565 | 1.1647 |
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- | No log | 0.5417 | 26 | 1.2364 | 0.1525 | 1.2364 | 1.1119 |
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- | No log | 0.5833 | 28 | 1.0653 | 0.1832 | 1.0653 | 1.0321 |
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- | No log | 0.625 | 30 | 1.0585 | 0.2221 | 1.0585 | 1.0288 |
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- | No log | 0.6667 | 32 | 1.0449 | 0.1805 | 1.0449 | 1.0222 |
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- | No log | 0.7083 | 34 | 1.0864 | 0.2171 | 1.0864 | 1.0423 |
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- | No log | 0.75 | 36 | 1.1779 | 0.0909 | 1.1779 | 1.0853 |
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- | No log | 0.7917 | 38 | 1.1656 | 0.1057 | 1.1656 | 1.0796 |
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- | No log | 0.8333 | 40 | 1.1232 | 0.1057 | 1.1232 | 1.0598 |
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- | No log | 0.875 | 42 | 1.0971 | 0.1444 | 1.0971 | 1.0474 |
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- | No log | 0.9167 | 44 | 1.1081 | 0.1564 | 1.1081 | 1.0527 |
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- | No log | 0.9583 | 46 | 1.1087 | 0.1268 | 1.1087 | 1.0529 |
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- | No log | 1.0 | 48 | 1.0430 | 0.2539 | 1.0430 | 1.0213 |
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- | No log | 1.0417 | 50 | 1.0234 | 0.2391 | 1.0234 | 1.0116 |
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- | No log | 1.0833 | 52 | 0.9821 | 0.2391 | 0.9821 | 0.9910 |
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- | No log | 1.125 | 54 | 0.9673 | 0.2416 | 0.9673 | 0.9835 |
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- | No log | 1.1667 | 56 | 0.9211 | 0.2515 | 0.9211 | 0.9597 |
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- | No log | 1.2083 | 58 | 0.8952 | 0.3562 | 0.8952 | 0.9462 |
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- | No log | 1.25 | 60 | 0.9190 | 0.2441 | 0.9190 | 0.9587 |
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- | No log | 1.2917 | 62 | 0.8756 | 0.2566 | 0.8756 | 0.9357 |
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- | No log | 1.3333 | 64 | 0.8658 | 0.3446 | 0.8658 | 0.9305 |
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- | No log | 1.375 | 66 | 0.8698 | 0.2865 | 0.8698 | 0.9326 |
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- | No log | 1.4167 | 68 | 0.9062 | 0.3563 | 0.9062 | 0.9519 |
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- | No log | 1.4583 | 70 | 0.9351 | 0.3194 | 0.9351 | 0.9670 |
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- | No log | 1.5 | 72 | 0.9294 | 0.4156 | 0.9294 | 0.9641 |
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- | No log | 1.5417 | 74 | 0.9215 | 0.3514 | 0.9215 | 0.9599 |
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- | No log | 1.5833 | 76 | 0.9396 | 0.2599 | 0.9396 | 0.9693 |
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- | No log | 1.625 | 78 | 0.9561 | 0.3045 | 0.9561 | 0.9778 |
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- | No log | 1.6667 | 80 | 0.9262 | 0.2365 | 0.9262 | 0.9624 |
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- | No log | 1.7083 | 82 | 0.9044 | 0.3237 | 0.9044 | 0.9510 |
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- | No log | 1.75 | 84 | 0.8804 | 0.3354 | 0.8804 | 0.9383 |
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- | No log | 1.7917 | 86 | 0.8768 | 0.4027 | 0.8768 | 0.9364 |
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- | No log | 1.8333 | 88 | 0.8972 | 0.3572 | 0.8972 | 0.9472 |
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- | No log | 1.875 | 90 | 0.9541 | 0.4474 | 0.9541 | 0.9768 |
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- | No log | 1.9167 | 92 | 0.9286 | 0.3786 | 0.9286 | 0.9636 |
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- | No log | 1.9583 | 94 | 0.9339 | 0.3276 | 0.9339 | 0.9664 |
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- | No log | 2.0 | 96 | 1.0007 | 0.3409 | 1.0007 | 1.0004 |
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- | No log | 2.0417 | 98 | 1.1665 | 0.4379 | 1.1665 | 1.0801 |
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- | No log | 2.0833 | 100 | 1.0247 | 0.4085 | 1.0247 | 1.0123 |
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- | No log | 2.125 | 102 | 0.9765 | 0.4722 | 0.9765 | 0.9882 |
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- | No log | 2.1667 | 104 | 1.1636 | 0.4009 | 1.1636 | 1.0787 |
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- | No log | 2.2083 | 106 | 1.1668 | 0.4281 | 1.1668 | 1.0802 |
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- | No log | 2.25 | 108 | 0.9637 | 0.4474 | 0.9637 | 0.9817 |
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- | No log | 2.2917 | 110 | 0.8928 | 0.4935 | 0.8928 | 0.9449 |
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- | No log | 2.3333 | 112 | 0.8580 | 0.4015 | 0.8580 | 0.9263 |
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- | No log | 2.375 | 114 | 0.8747 | 0.4419 | 0.8747 | 0.9352 |
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- | No log | 2.4167 | 116 | 1.1410 | 0.3569 | 1.1410 | 1.0682 |
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- | No log | 2.4583 | 118 | 1.2761 | 0.2939 | 1.2761 | 1.1297 |
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- | No log | 2.5 | 120 | 1.0897 | 0.3958 | 1.0897 | 1.0439 |
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- | No log | 2.5417 | 122 | 0.9449 | 0.3861 | 0.9449 | 0.9721 |
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- | No log | 2.5833 | 124 | 0.9232 | 0.4030 | 0.9232 | 0.9608 |
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- | No log | 2.625 | 126 | 0.9388 | 0.2933 | 0.9388 | 0.9689 |
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- | No log | 2.6667 | 128 | 0.9570 | 0.2865 | 0.9570 | 0.9782 |
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- | No log | 2.7083 | 130 | 1.0198 | 0.3418 | 1.0198 | 1.0099 |
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- | No log | 2.75 | 132 | 0.9547 | 0.4224 | 0.9547 | 0.9771 |
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- | No log | 2.7917 | 134 | 0.8685 | 0.3525 | 0.8685 | 0.9319 |
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- | No log | 2.8333 | 136 | 0.8741 | 0.4232 | 0.8741 | 0.9349 |
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- | No log | 2.875 | 138 | 0.8458 | 0.3647 | 0.8458 | 0.9197 |
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- | No log | 2.9167 | 140 | 1.0142 | 0.4667 | 1.0142 | 1.0071 |
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- | No log | 2.9583 | 142 | 1.1446 | 0.3863 | 1.1446 | 1.0699 |
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- | No log | 3.0 | 144 | 1.0006 | 0.4681 | 1.0006 | 1.0003 |
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- | No log | 3.0417 | 146 | 0.9234 | 0.2625 | 0.9234 | 0.9610 |
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- | No log | 3.0833 | 148 | 0.9595 | 0.3340 | 0.9595 | 0.9796 |
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- | No log | 3.125 | 150 | 0.8430 | 0.3952 | 0.8430 | 0.9182 |
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- | No log | 3.1667 | 152 | 0.8278 | 0.4440 | 0.8278 | 0.9098 |
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- | No log | 3.2083 | 154 | 0.8536 | 0.4606 | 0.8536 | 0.9239 |
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- | No log | 3.25 | 156 | 1.0347 | 0.4287 | 1.0347 | 1.0172 |
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- | No log | 3.2917 | 158 | 1.2677 | 0.3806 | 1.2677 | 1.1259 |
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- | No log | 3.3333 | 160 | 1.2201 | 0.3969 | 1.2201 | 1.1046 |
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- | No log | 3.375 | 162 | 0.9297 | 0.4341 | 0.9297 | 0.9642 |
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- | No log | 3.4167 | 164 | 0.7180 | 0.4869 | 0.7180 | 0.8474 |
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- | No log | 3.4583 | 166 | 0.7563 | 0.5600 | 0.7563 | 0.8697 |
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- | No log | 3.5 | 168 | 0.7580 | 0.5600 | 0.7580 | 0.8706 |
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- | No log | 3.5417 | 170 | 0.7306 | 0.5354 | 0.7306 | 0.8547 |
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- | No log | 3.5833 | 172 | 0.8614 | 0.5252 | 0.8614 | 0.9281 |
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- | No log | 3.625 | 174 | 0.9489 | 0.4893 | 0.9489 | 0.9741 |
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- | No log | 3.6667 | 176 | 0.8565 | 0.5252 | 0.8565 | 0.9255 |
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- | No log | 3.7083 | 178 | 0.7778 | 0.4676 | 0.7778 | 0.8820 |
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- | No log | 3.75 | 180 | 0.7795 | 0.4407 | 0.7795 | 0.8829 |
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- | No log | 3.7917 | 182 | 0.8096 | 0.3631 | 0.8096 | 0.8998 |
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- | No log | 3.8333 | 184 | 0.8346 | 0.3891 | 0.8346 | 0.9136 |
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- | No log | 3.875 | 186 | 0.8647 | 0.3689 | 0.8647 | 0.9299 |
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- | No log | 3.9167 | 188 | 0.9317 | 0.3172 | 0.9317 | 0.9653 |
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- | No log | 3.9583 | 190 | 0.9565 | 0.2643 | 0.9565 | 0.9780 |
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- | No log | 4.0 | 192 | 0.9462 | 0.2643 | 0.9462 | 0.9727 |
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- | No log | 4.0417 | 194 | 0.9576 | 0.4041 | 0.9576 | 0.9785 |
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- | No log | 4.0833 | 196 | 0.9202 | 0.3306 | 0.9202 | 0.9593 |
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- | No log | 4.125 | 198 | 0.9561 | 0.3782 | 0.9561 | 0.9778 |
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- | No log | 4.1667 | 200 | 0.9587 | 0.2922 | 0.9587 | 0.9792 |
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- | No log | 4.2083 | 202 | 0.9556 | 0.3474 | 0.9556 | 0.9776 |
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- | No log | 4.25 | 204 | 1.1300 | 0.2870 | 1.1300 | 1.0630 |
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- | No log | 4.2917 | 206 | 1.1312 | 0.3226 | 1.1312 | 1.0636 |
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- | No log | 4.3333 | 208 | 0.9576 | 0.4102 | 0.9576 | 0.9786 |
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- | No log | 4.375 | 210 | 0.9272 | 0.3952 | 0.9272 | 0.9629 |
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- | No log | 4.4167 | 212 | 0.9486 | 0.3891 | 0.9486 | 0.9740 |
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- | No log | 4.4583 | 214 | 0.8700 | 0.3418 | 0.8700 | 0.9327 |
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- | No log | 4.5 | 216 | 0.9413 | 0.3424 | 0.9413 | 0.9702 |
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- | No log | 4.5417 | 218 | 1.1120 | 0.4540 | 1.1120 | 1.0545 |
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- | No log | 4.5833 | 220 | 1.1204 | 0.4654 | 1.1204 | 1.0585 |
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- | No log | 4.625 | 222 | 0.9963 | 0.4333 | 0.9963 | 0.9982 |
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- | No log | 4.6667 | 224 | 0.9049 | 0.3714 | 0.9049 | 0.9513 |
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- | No log | 4.7083 | 226 | 0.8515 | 0.3025 | 0.8515 | 0.9228 |
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- | No log | 4.75 | 228 | 0.8499 | 0.2897 | 0.8499 | 0.9219 |
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- | No log | 4.7917 | 230 | 0.8689 | 0.3192 | 0.8689 | 0.9322 |
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- | No log | 4.8333 | 232 | 0.8914 | 0.3760 | 0.8914 | 0.9442 |
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- | No log | 4.875 | 234 | 0.9697 | 0.3322 | 0.9697 | 0.9847 |
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- | No log | 4.9167 | 236 | 0.9465 | 0.3322 | 0.9465 | 0.9729 |
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- | No log | 4.9583 | 238 | 0.8557 | 0.3883 | 0.8557 | 0.9251 |
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- | No log | 5.0 | 240 | 0.8114 | 0.3858 | 0.8114 | 0.9008 |
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- | No log | 5.0417 | 242 | 0.8086 | 0.3960 | 0.8086 | 0.8992 |
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- | No log | 5.0833 | 244 | 0.8653 | 0.3763 | 0.8653 | 0.9302 |
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- | No log | 5.125 | 246 | 0.9370 | 0.3597 | 0.9370 | 0.9680 |
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- | No log | 5.1667 | 248 | 0.8798 | 0.3740 | 0.8798 | 0.9380 |
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- | No log | 5.2083 | 250 | 0.8603 | 0.3740 | 0.8603 | 0.9275 |
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- | No log | 5.25 | 252 | 0.8188 | 0.4168 | 0.8188 | 0.9049 |
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- | No log | 5.2917 | 254 | 0.8139 | 0.4456 | 0.8139 | 0.9021 |
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- | No log | 5.3333 | 256 | 0.8805 | 0.4560 | 0.8805 | 0.9383 |
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- | No log | 5.375 | 258 | 0.9266 | 0.4560 | 0.9266 | 0.9626 |
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- | No log | 5.4167 | 260 | 1.1049 | 0.4463 | 1.1049 | 1.0511 |
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- | No log | 5.4583 | 262 | 1.1034 | 0.3893 | 1.1034 | 1.0504 |
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- | No log | 5.5 | 264 | 1.0363 | 0.3943 | 1.0363 | 1.0180 |
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- | No log | 5.5417 | 266 | 0.9620 | 0.4709 | 0.9620 | 0.9808 |
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- | No log | 5.5833 | 268 | 0.9249 | 0.4774 | 0.9249 | 0.9617 |
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- | No log | 5.625 | 270 | 0.9346 | 0.4245 | 0.9346 | 0.9667 |
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- | No log | 5.6667 | 272 | 0.9486 | 0.4066 | 0.9486 | 0.9740 |
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- | No log | 5.7083 | 274 | 1.0117 | 0.4107 | 1.0117 | 1.0058 |
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- | No log | 5.75 | 276 | 1.0098 | 0.4192 | 1.0098 | 1.0049 |
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- | No log | 5.7917 | 278 | 0.9511 | 0.2818 | 0.9511 | 0.9753 |
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- | No log | 5.8333 | 280 | 0.9663 | 0.3363 | 0.9663 | 0.9830 |
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- | No log | 5.875 | 282 | 0.9960 | 0.3942 | 0.9960 | 0.9980 |
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- | No log | 5.9167 | 284 | 0.9172 | 0.3571 | 0.9172 | 0.9577 |
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- | No log | 5.9583 | 286 | 1.0091 | 0.4202 | 1.0091 | 1.0046 |
195
- | No log | 6.0 | 288 | 1.1785 | 0.3243 | 1.1785 | 1.0856 |
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- | No log | 6.0417 | 290 | 1.0882 | 0.4216 | 1.0882 | 1.0432 |
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- | No log | 6.0833 | 292 | 0.8822 | 0.4428 | 0.8822 | 0.9393 |
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- | No log | 6.125 | 294 | 0.8384 | 0.4168 | 0.8384 | 0.9156 |
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- | No log | 6.1667 | 296 | 0.8490 | 0.4370 | 0.8490 | 0.9214 |
200
- | No log | 6.2083 | 298 | 0.8154 | 0.4527 | 0.8154 | 0.9030 |
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- | No log | 6.25 | 300 | 0.8294 | 0.3494 | 0.8294 | 0.9107 |
202
- | No log | 6.2917 | 302 | 0.8173 | 0.4310 | 0.8173 | 0.9041 |
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- | No log | 6.3333 | 304 | 0.7874 | 0.4368 | 0.7874 | 0.8873 |
204
- | No log | 6.375 | 306 | 0.8128 | 0.4450 | 0.8128 | 0.9016 |
205
- | No log | 6.4167 | 308 | 0.8299 | 0.4433 | 0.8299 | 0.9110 |
206
- | No log | 6.4583 | 310 | 0.7925 | 0.4192 | 0.7925 | 0.8902 |
207
- | No log | 6.5 | 312 | 0.8308 | 0.4433 | 0.8308 | 0.9115 |
208
- | No log | 6.5417 | 314 | 0.9068 | 0.4666 | 0.9068 | 0.9522 |
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- | No log | 6.5833 | 316 | 0.9417 | 0.4542 | 0.9417 | 0.9704 |
210
- | No log | 6.625 | 318 | 0.8779 | 0.4144 | 0.8779 | 0.9369 |
211
- | No log | 6.6667 | 320 | 0.7791 | 0.3025 | 0.7791 | 0.8827 |
212
- | No log | 6.7083 | 322 | 0.7611 | 0.3326 | 0.7611 | 0.8724 |
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- | No log | 6.75 | 324 | 0.7638 | 0.3339 | 0.7638 | 0.8740 |
214
- | No log | 6.7917 | 326 | 0.8430 | 0.4174 | 0.8430 | 0.9182 |
215
- | No log | 6.8333 | 328 | 0.9390 | 0.4773 | 0.9390 | 0.9690 |
216
- | No log | 6.875 | 330 | 0.8920 | 0.4799 | 0.8920 | 0.9445 |
217
- | No log | 6.9167 | 332 | 0.8459 | 0.4916 | 0.8459 | 0.9197 |
218
- | No log | 6.9583 | 334 | 0.8064 | 0.5041 | 0.8064 | 0.8980 |
219
- | No log | 7.0 | 336 | 0.7656 | 0.5056 | 0.7656 | 0.8750 |
220
- | No log | 7.0417 | 338 | 0.7519 | 0.5056 | 0.7519 | 0.8671 |
221
- | No log | 7.0833 | 340 | 0.7164 | 0.4712 | 0.7164 | 0.8464 |
222
- | No log | 7.125 | 342 | 0.7254 | 0.4562 | 0.7254 | 0.8517 |
223
- | No log | 7.1667 | 344 | 0.7600 | 0.4809 | 0.7600 | 0.8718 |
224
- | No log | 7.2083 | 346 | 0.8554 | 0.5229 | 0.8554 | 0.9249 |
225
- | No log | 7.25 | 348 | 0.8250 | 0.4681 | 0.8250 | 0.9083 |
226
- | No log | 7.2917 | 350 | 0.7833 | 0.4824 | 0.7833 | 0.8850 |
227
- | No log | 7.3333 | 352 | 0.7662 | 0.3840 | 0.7662 | 0.8753 |
228
- | No log | 7.375 | 354 | 0.7937 | 0.3821 | 0.7937 | 0.8909 |
229
- | No log | 7.4167 | 356 | 0.8736 | 0.4292 | 0.8736 | 0.9347 |
230
- | No log | 7.4583 | 358 | 0.9297 | 0.4417 | 0.9297 | 0.9642 |
231
- | No log | 7.5 | 360 | 0.9084 | 0.4549 | 0.9084 | 0.9531 |
232
- | No log | 7.5417 | 362 | 0.8279 | 0.4839 | 0.8279 | 0.9099 |
233
- | No log | 7.5833 | 364 | 0.8035 | 0.4428 | 0.8035 | 0.8964 |
234
- | No log | 7.625 | 366 | 0.8155 | 0.4611 | 0.8155 | 0.9031 |
235
- | No log | 7.6667 | 368 | 0.7815 | 0.4524 | 0.7815 | 0.8840 |
236
- | No log | 7.7083 | 370 | 0.8037 | 0.4352 | 0.8037 | 0.8965 |
237
- | No log | 7.75 | 372 | 0.8179 | 0.4450 | 0.8179 | 0.9044 |
238
- | No log | 7.7917 | 374 | 0.8341 | 0.4565 | 0.8341 | 0.9133 |
239
- | No log | 7.8333 | 376 | 0.7948 | 0.4075 | 0.7948 | 0.8915 |
240
- | No log | 7.875 | 378 | 0.7599 | 0.4628 | 0.7599 | 0.8717 |
241
- | No log | 7.9167 | 380 | 0.7433 | 0.4371 | 0.7433 | 0.8621 |
242
- | No log | 7.9583 | 382 | 0.7448 | 0.4483 | 0.7448 | 0.8630 |
243
- | No log | 8.0 | 384 | 0.7730 | 0.4839 | 0.7730 | 0.8792 |
244
- | No log | 8.0417 | 386 | 0.7958 | 0.4696 | 0.7958 | 0.8921 |
245
- | No log | 8.0833 | 388 | 0.8024 | 0.4696 | 0.8024 | 0.8958 |
246
- | No log | 8.125 | 390 | 0.8151 | 0.4804 | 0.8151 | 0.9028 |
247
- | No log | 8.1667 | 392 | 0.8188 | 0.4708 | 0.8188 | 0.9049 |
248
- | No log | 8.2083 | 394 | 0.7838 | 0.4836 | 0.7838 | 0.8853 |
249
- | No log | 8.25 | 396 | 0.7529 | 0.5208 | 0.7529 | 0.8677 |
250
- | No log | 8.2917 | 398 | 0.7396 | 0.4759 | 0.7396 | 0.8600 |
251
- | No log | 8.3333 | 400 | 0.7487 | 0.4110 | 0.7487 | 0.8653 |
252
- | No log | 8.375 | 402 | 0.7470 | 0.4128 | 0.7470 | 0.8643 |
253
- | No log | 8.4167 | 404 | 0.7336 | 0.4527 | 0.7336 | 0.8565 |
254
- | No log | 8.4583 | 406 | 0.7299 | 0.5052 | 0.7299 | 0.8544 |
255
- | No log | 8.5 | 408 | 0.7179 | 0.5160 | 0.7179 | 0.8473 |
256
- | No log | 8.5417 | 410 | 0.7154 | 0.4645 | 0.7154 | 0.8458 |
257
- | No log | 8.5833 | 412 | 0.7946 | 0.4696 | 0.7946 | 0.8914 |
258
- | No log | 8.625 | 414 | 0.7924 | 0.4711 | 0.7924 | 0.8902 |
259
- | No log | 8.6667 | 416 | 0.7317 | 0.4361 | 0.7317 | 0.8554 |
260
- | No log | 8.7083 | 418 | 0.7236 | 0.5040 | 0.7236 | 0.8506 |
261
- | No log | 8.75 | 420 | 0.7264 | 0.5040 | 0.7264 | 0.8523 |
262
- | No log | 8.7917 | 422 | 0.7566 | 0.4499 | 0.7566 | 0.8698 |
263
- | No log | 8.8333 | 424 | 0.8262 | 0.4832 | 0.8262 | 0.9089 |
264
- | No log | 8.875 | 426 | 0.7983 | 0.4237 | 0.7983 | 0.8935 |
265
- | No log | 8.9167 | 428 | 0.7494 | 0.4774 | 0.7494 | 0.8657 |
266
- | No log | 8.9583 | 430 | 0.7527 | 0.5288 | 0.7527 | 0.8676 |
267
- | No log | 9.0 | 432 | 0.7681 | 0.4515 | 0.7681 | 0.8764 |
268
- | No log | 9.0417 | 434 | 0.8779 | 0.4832 | 0.8779 | 0.9370 |
269
- | No log | 9.0833 | 436 | 0.9250 | 0.4470 | 0.9250 | 0.9618 |
270
- | No log | 9.125 | 438 | 0.8619 | 0.4847 | 0.8619 | 0.9284 |
271
- | No log | 9.1667 | 440 | 0.8151 | 0.4288 | 0.8151 | 0.9029 |
272
- | No log | 9.2083 | 442 | 0.8085 | 0.4802 | 0.8085 | 0.8991 |
273
- | No log | 9.25 | 444 | 0.8189 | 0.3994 | 0.8189 | 0.9049 |
274
- | No log | 9.2917 | 446 | 0.8421 | 0.4344 | 0.8421 | 0.9177 |
275
- | No log | 9.3333 | 448 | 0.8810 | 0.3623 | 0.8810 | 0.9386 |
276
- | No log | 9.375 | 450 | 0.8583 | 0.3474 | 0.8583 | 0.9265 |
277
- | No log | 9.4167 | 452 | 0.8178 | 0.3556 | 0.8178 | 0.9043 |
278
- | No log | 9.4583 | 454 | 0.7984 | 0.4030 | 0.7984 | 0.8935 |
279
- | No log | 9.5 | 456 | 0.8025 | 0.4988 | 0.8025 | 0.8958 |
280
- | No log | 9.5417 | 458 | 0.8656 | 0.4098 | 0.8656 | 0.9304 |
281
- | No log | 9.5833 | 460 | 0.9848 | 0.4439 | 0.9848 | 0.9924 |
282
- | No log | 9.625 | 462 | 1.0176 | 0.4439 | 1.0176 | 1.0088 |
283
- | No log | 9.6667 | 464 | 0.9329 | 0.4326 | 0.9329 | 0.9659 |
284
- | No log | 9.7083 | 466 | 0.8348 | 0.4966 | 0.8348 | 0.9137 |
285
- | No log | 9.75 | 468 | 0.7873 | 0.4531 | 0.7873 | 0.8873 |
286
- | No log | 9.7917 | 470 | 0.7887 | 0.4772 | 0.7887 | 0.8881 |
287
- | No log | 9.8333 | 472 | 0.8532 | 0.4590 | 0.8532 | 0.9237 |
288
- | No log | 9.875 | 474 | 0.8682 | 0.4812 | 0.8682 | 0.9318 |
289
- | No log | 9.9167 | 476 | 0.7911 | 0.4741 | 0.7911 | 0.8894 |
290
- | No log | 9.9583 | 478 | 0.7564 | 0.4912 | 0.7564 | 0.8697 |
291
- | No log | 10.0 | 480 | 0.7624 | 0.5038 | 0.7624 | 0.8732 |
292
- | No log | 10.0417 | 482 | 0.7601 | 0.4912 | 0.7601 | 0.8718 |
293
- | No log | 10.0833 | 484 | 0.7599 | 0.5139 | 0.7599 | 0.8717 |
294
- | No log | 10.125 | 486 | 0.7662 | 0.5133 | 0.7662 | 0.8753 |
295
- | No log | 10.1667 | 488 | 0.7765 | 0.5316 | 0.7765 | 0.8812 |
296
- | No log | 10.2083 | 490 | 0.8319 | 0.5140 | 0.8319 | 0.9121 |
297
- | No log | 10.25 | 492 | 0.8213 | 0.5147 | 0.8213 | 0.9062 |
298
- | No log | 10.2917 | 494 | 0.7815 | 0.3760 | 0.7815 | 0.8840 |
299
- | No log | 10.3333 | 496 | 0.8002 | 0.3854 | 0.8002 | 0.8946 |
300
- | No log | 10.375 | 498 | 0.7978 | 0.3968 | 0.7978 | 0.8932 |
301
- | 0.277 | 10.4167 | 500 | 0.7946 | 0.4048 | 0.7946 | 0.8914 |
302
- | 0.277 | 10.4583 | 502 | 0.8133 | 0.4378 | 0.8133 | 0.9018 |
303
- | 0.277 | 10.5 | 504 | 0.8605 | 0.4613 | 0.8605 | 0.9276 |
304
- | 0.277 | 10.5417 | 506 | 0.9032 | 0.4231 | 0.9032 | 0.9504 |
305
- | 0.277 | 10.5833 | 508 | 0.8842 | 0.4373 | 0.8842 | 0.9403 |
306
- | 0.277 | 10.625 | 510 | 0.8728 | 0.4495 | 0.8728 | 0.9343 |
307
- | 0.277 | 10.6667 | 512 | 0.8389 | 0.4968 | 0.8389 | 0.9159 |
308
- | 0.277 | 10.7083 | 514 | 0.8076 | 0.5107 | 0.8076 | 0.8987 |
309
- | 0.277 | 10.75 | 516 | 0.8013 | 0.5107 | 0.8013 | 0.8951 |
310
- | 0.277 | 10.7917 | 518 | 0.8269 | 0.4853 | 0.8269 | 0.9093 |
311
- | 0.277 | 10.8333 | 520 | 0.8270 | 0.4853 | 0.8270 | 0.9094 |
312
- | 0.277 | 10.875 | 522 | 0.7992 | 0.5107 | 0.7993 | 0.8940 |
313
- | 0.277 | 10.9167 | 524 | 0.8064 | 0.5002 | 0.8064 | 0.8980 |
314
- | 0.277 | 10.9583 | 526 | 0.8172 | 0.5035 | 0.8172 | 0.9040 |
315
- | 0.277 | 11.0 | 528 | 0.8188 | 0.4842 | 0.8188 | 0.9049 |
316
- | 0.277 | 11.0417 | 530 | 0.8302 | 0.5065 | 0.8302 | 0.9112 |
317
- | 0.277 | 11.0833 | 532 | 0.8032 | 0.5040 | 0.8032 | 0.8962 |
318
- | 0.277 | 11.125 | 534 | 0.8217 | 0.5489 | 0.8217 | 0.9065 |
319
- | 0.277 | 11.1667 | 536 | 0.8653 | 0.5353 | 0.8653 | 0.9302 |
320
- | 0.277 | 11.2083 | 538 | 0.8131 | 0.5267 | 0.8131 | 0.9017 |
321
- | 0.277 | 11.25 | 540 | 0.7666 | 0.5551 | 0.7666 | 0.8755 |
322
- | 0.277 | 11.2917 | 542 | 0.7751 | 0.5406 | 0.7751 | 0.8804 |
323
- | 0.277 | 11.3333 | 544 | 0.7695 | 0.5287 | 0.7695 | 0.8772 |
324
- | 0.277 | 11.375 | 546 | 0.7788 | 0.4975 | 0.7788 | 0.8825 |
325
- | 0.277 | 11.4167 | 548 | 0.8797 | 0.5046 | 0.8797 | 0.9379 |
326
- | 0.277 | 11.4583 | 550 | 0.9438 | 0.4341 | 0.9438 | 0.9715 |
327
- | 0.277 | 11.5 | 552 | 0.9051 | 0.3972 | 0.9051 | 0.9514 |
328
- | 0.277 | 11.5417 | 554 | 0.8319 | 0.3992 | 0.8319 | 0.9121 |
329
- | 0.277 | 11.5833 | 556 | 0.8202 | 0.3556 | 0.8202 | 0.9057 |
330
- | 0.277 | 11.625 | 558 | 0.8178 | 0.3859 | 0.8178 | 0.9043 |
331
- | 0.277 | 11.6667 | 560 | 0.8403 | 0.3879 | 0.8403 | 0.9167 |
332
 
333
 
334
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7395
19
+ - Qwk: 0.5555
20
+ - Mse: 0.7395
21
+ - Rmse: 0.8599
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0385 | 2 | 3.8461 | -0.0150 | 3.8461 | 1.9611 |
53
+ | No log | 0.0769 | 4 | 2.0861 | 0.1002 | 2.0861 | 1.4443 |
54
+ | No log | 0.1154 | 6 | 1.2587 | 0.0672 | 1.2587 | 1.1219 |
55
+ | No log | 0.1538 | 8 | 1.1006 | 0.3003 | 1.1006 | 1.0491 |
56
+ | No log | 0.1923 | 10 | 1.1331 | 0.1471 | 1.1331 | 1.0645 |
57
+ | No log | 0.2308 | 12 | 1.1765 | 0.0201 | 1.1765 | 1.0847 |
58
+ | No log | 0.2692 | 14 | 1.2198 | 0.0201 | 1.2198 | 1.1044 |
59
+ | No log | 0.3077 | 16 | 1.2113 | 0.0201 | 1.2113 | 1.1006 |
60
+ | No log | 0.3462 | 18 | 1.0048 | 0.2268 | 1.0048 | 1.0024 |
61
+ | No log | 0.3846 | 20 | 0.9699 | 0.3730 | 0.9699 | 0.9848 |
62
+ | No log | 0.4231 | 22 | 0.9598 | 0.3709 | 0.9598 | 0.9797 |
63
+ | No log | 0.4615 | 24 | 0.9873 | 0.3392 | 0.9873 | 0.9936 |
64
+ | No log | 0.5 | 26 | 1.0922 | 0.1725 | 1.0922 | 1.0451 |
65
+ | No log | 0.5385 | 28 | 1.1274 | 0.1389 | 1.1274 | 1.0618 |
66
+ | No log | 0.5769 | 30 | 1.0709 | 0.1361 | 1.0709 | 1.0349 |
67
+ | No log | 0.6154 | 32 | 1.0740 | 0.1509 | 1.0740 | 1.0363 |
68
+ | No log | 0.6538 | 34 | 1.0658 | 0.2246 | 1.0658 | 1.0324 |
69
+ | No log | 0.6923 | 36 | 1.1220 | 0.2004 | 1.1220 | 1.0592 |
70
+ | No log | 0.7308 | 38 | 1.0736 | 0.1953 | 1.0736 | 1.0362 |
71
+ | No log | 0.7692 | 40 | 1.0547 | 0.1211 | 1.0547 | 1.0270 |
72
+ | No log | 0.8077 | 42 | 1.1509 | 0.1296 | 1.1509 | 1.0728 |
73
+ | No log | 0.8462 | 44 | 1.5457 | 0.1598 | 1.5457 | 1.2432 |
74
+ | No log | 0.8846 | 46 | 1.9034 | 0.1187 | 1.9034 | 1.3797 |
75
+ | No log | 0.9231 | 48 | 1.8813 | 0.0535 | 1.8813 | 1.3716 |
76
+ | No log | 0.9615 | 50 | 1.6573 | 0.0030 | 1.6573 | 1.2874 |
77
+ | No log | 1.0 | 52 | 1.3133 | 0.0996 | 1.3133 | 1.1460 |
78
+ | No log | 1.0385 | 54 | 1.0435 | 0.1832 | 1.0435 | 1.0215 |
79
+ | No log | 1.0769 | 56 | 0.9472 | 0.3332 | 0.9472 | 0.9732 |
80
+ | No log | 1.1154 | 58 | 0.9093 | 0.375 | 0.9093 | 0.9536 |
81
+ | No log | 1.1538 | 60 | 1.0423 | 0.2827 | 1.0423 | 1.0209 |
82
+ | No log | 1.1923 | 62 | 1.1314 | 0.2294 | 1.1314 | 1.0637 |
83
+ | No log | 1.2308 | 64 | 1.0833 | 0.3090 | 1.0833 | 1.0408 |
84
+ | No log | 1.2692 | 66 | 0.9925 | 0.2465 | 0.9925 | 0.9963 |
85
+ | No log | 1.3077 | 68 | 0.9234 | 0.2841 | 0.9234 | 0.9609 |
86
+ | No log | 1.3462 | 70 | 0.9127 | 0.3310 | 0.9127 | 0.9554 |
87
+ | No log | 1.3846 | 72 | 0.9342 | 0.2465 | 0.9342 | 0.9665 |
88
+ | No log | 1.4231 | 74 | 0.9685 | 0.3187 | 0.9685 | 0.9841 |
89
+ | No log | 1.4615 | 76 | 0.9408 | 0.3181 | 0.9408 | 0.9699 |
90
+ | No log | 1.5 | 78 | 0.9103 | 0.3353 | 0.9103 | 0.9541 |
91
+ | No log | 1.5385 | 80 | 0.8648 | 0.375 | 0.8648 | 0.9299 |
92
+ | No log | 1.5769 | 82 | 0.8378 | 0.3876 | 0.8378 | 0.9153 |
93
+ | No log | 1.6154 | 84 | 0.8297 | 0.4110 | 0.8297 | 0.9109 |
94
+ | No log | 1.6538 | 86 | 0.8330 | 0.3795 | 0.8330 | 0.9127 |
95
+ | No log | 1.6923 | 88 | 0.8630 | 0.4198 | 0.8630 | 0.9290 |
96
+ | No log | 1.7308 | 90 | 0.8654 | 0.4466 | 0.8654 | 0.9302 |
97
+ | No log | 1.7692 | 92 | 0.8291 | 0.4359 | 0.8291 | 0.9106 |
98
+ | No log | 1.8077 | 94 | 0.7640 | 0.4630 | 0.7640 | 0.8740 |
99
+ | No log | 1.8462 | 96 | 0.7202 | 0.5866 | 0.7202 | 0.8487 |
100
+ | No log | 1.8846 | 98 | 0.7451 | 0.5291 | 0.7451 | 0.8632 |
101
+ | No log | 1.9231 | 100 | 0.8192 | 0.5400 | 0.8192 | 0.9051 |
102
+ | No log | 1.9615 | 102 | 0.7729 | 0.4519 | 0.7729 | 0.8791 |
103
+ | No log | 2.0 | 104 | 0.7798 | 0.4368 | 0.7798 | 0.8831 |
104
+ | No log | 2.0385 | 106 | 0.7724 | 0.5197 | 0.7724 | 0.8789 |
105
+ | No log | 2.0769 | 108 | 0.6877 | 0.5777 | 0.6877 | 0.8293 |
106
+ | No log | 2.1154 | 110 | 0.6803 | 0.6347 | 0.6803 | 0.8248 |
107
+ | No log | 2.1538 | 112 | 0.7311 | 0.5510 | 0.7311 | 0.8550 |
108
+ | No log | 2.1923 | 114 | 0.8115 | 0.5143 | 0.8115 | 0.9008 |
109
+ | No log | 2.2308 | 116 | 0.7970 | 0.5292 | 0.7970 | 0.8928 |
110
+ | No log | 2.2692 | 118 | 0.7368 | 0.5292 | 0.7368 | 0.8584 |
111
+ | No log | 2.3077 | 120 | 0.7281 | 0.5291 | 0.7281 | 0.8533 |
112
+ | No log | 2.3462 | 122 | 0.7857 | 0.4694 | 0.7857 | 0.8864 |
113
+ | No log | 2.3846 | 124 | 0.7174 | 0.5052 | 0.7174 | 0.8470 |
114
+ | No log | 2.4231 | 126 | 0.6796 | 0.5740 | 0.6796 | 0.8244 |
115
+ | No log | 2.4615 | 128 | 0.7188 | 0.5353 | 0.7188 | 0.8478 |
116
+ | No log | 2.5 | 130 | 0.9919 | 0.4878 | 0.9919 | 0.9959 |
117
+ | No log | 2.5385 | 132 | 1.0541 | 0.4773 | 1.0541 | 1.0267 |
118
+ | No log | 2.5769 | 134 | 0.7825 | 0.5052 | 0.7825 | 0.8846 |
119
+ | No log | 2.6154 | 136 | 0.7114 | 0.5300 | 0.7114 | 0.8435 |
120
+ | No log | 2.6538 | 138 | 0.7523 | 0.4780 | 0.7523 | 0.8674 |
121
+ | No log | 2.6923 | 140 | 0.7422 | 0.4156 | 0.7422 | 0.8615 |
122
+ | No log | 2.7308 | 142 | 0.8448 | 0.4568 | 0.8448 | 0.9191 |
123
+ | No log | 2.7692 | 144 | 0.9138 | 0.4681 | 0.9138 | 0.9559 |
124
+ | No log | 2.8077 | 146 | 0.8435 | 0.4496 | 0.8435 | 0.9184 |
125
+ | No log | 2.8462 | 148 | 0.7284 | 0.5552 | 0.7284 | 0.8535 |
126
+ | No log | 2.8846 | 150 | 0.7287 | 0.5891 | 0.7287 | 0.8537 |
127
+ | No log | 2.9231 | 152 | 0.8115 | 0.4127 | 0.8115 | 0.9009 |
128
+ | No log | 2.9615 | 154 | 0.9478 | 0.4167 | 0.9478 | 0.9735 |
129
+ | No log | 3.0 | 156 | 1.0743 | 0.4467 | 1.0743 | 1.0365 |
130
+ | No log | 3.0385 | 158 | 0.9624 | 0.4792 | 0.9624 | 0.9810 |
131
+ | No log | 3.0769 | 160 | 0.7687 | 0.4722 | 0.7687 | 0.8767 |
132
+ | No log | 3.1154 | 162 | 0.7445 | 0.5776 | 0.7445 | 0.8628 |
133
+ | No log | 3.1538 | 164 | 0.8504 | 0.4902 | 0.8504 | 0.9221 |
134
+ | No log | 3.1923 | 166 | 0.9118 | 0.4885 | 0.9118 | 0.9549 |
135
+ | No log | 3.2308 | 168 | 0.9488 | 0.4777 | 0.9488 | 0.9741 |
136
+ | No log | 3.2692 | 170 | 0.9089 | 0.4885 | 0.9089 | 0.9533 |
137
+ | No log | 3.3077 | 172 | 0.8478 | 0.4825 | 0.8478 | 0.9207 |
138
+ | No log | 3.3462 | 174 | 0.7354 | 0.5731 | 0.7354 | 0.8576 |
139
+ | No log | 3.3846 | 176 | 0.7394 | 0.5703 | 0.7394 | 0.8599 |
140
+ | No log | 3.4231 | 178 | 0.7617 | 0.5077 | 0.7617 | 0.8728 |
141
+ | No log | 3.4615 | 180 | 0.9536 | 0.4463 | 0.9536 | 0.9765 |
142
+ | No log | 3.5 | 182 | 0.9674 | 0.4463 | 0.9674 | 0.9836 |
143
+ | No log | 3.5385 | 184 | 0.8057 | 0.5006 | 0.8057 | 0.8976 |
144
+ | No log | 3.5769 | 186 | 0.7009 | 0.5671 | 0.7009 | 0.8372 |
145
+ | No log | 3.6154 | 188 | 0.7114 | 0.5327 | 0.7114 | 0.8435 |
146
+ | No log | 3.6538 | 190 | 0.6981 | 0.4789 | 0.6981 | 0.8355 |
147
+ | No log | 3.6923 | 192 | 0.7722 | 0.5383 | 0.7722 | 0.8787 |
148
+ | No log | 3.7308 | 194 | 0.9349 | 0.4877 | 0.9349 | 0.9669 |
149
+ | No log | 3.7692 | 196 | 0.8755 | 0.5220 | 0.8755 | 0.9357 |
150
+ | No log | 3.8077 | 198 | 0.7592 | 0.5213 | 0.7592 | 0.8713 |
151
+ | No log | 3.8462 | 200 | 0.7536 | 0.5971 | 0.7536 | 0.8681 |
152
+ | No log | 3.8846 | 202 | 0.7401 | 0.5971 | 0.7401 | 0.8603 |
153
+ | No log | 3.9231 | 204 | 0.7243 | 0.5407 | 0.7243 | 0.8511 |
154
+ | No log | 3.9615 | 206 | 0.7169 | 0.5510 | 0.7169 | 0.8467 |
155
+ | No log | 4.0 | 208 | 0.7051 | 0.5708 | 0.7051 | 0.8397 |
156
+ | No log | 4.0385 | 210 | 0.7429 | 0.5447 | 0.7429 | 0.8619 |
157
+ | No log | 4.0769 | 212 | 0.7121 | 0.5688 | 0.7121 | 0.8439 |
158
+ | No log | 4.1154 | 214 | 0.6920 | 0.6311 | 0.6920 | 0.8319 |
159
+ | No log | 4.1538 | 216 | 0.7040 | 0.6239 | 0.7040 | 0.8390 |
160
+ | No log | 4.1923 | 218 | 0.7055 | 0.6035 | 0.7055 | 0.8400 |
161
+ | No log | 4.2308 | 220 | 0.7299 | 0.5413 | 0.7299 | 0.8544 |
162
+ | No log | 4.2692 | 222 | 0.6955 | 0.5921 | 0.6955 | 0.8340 |
163
+ | No log | 4.3077 | 224 | 0.7170 | 0.5312 | 0.7170 | 0.8468 |
164
+ | No log | 4.3462 | 226 | 0.7529 | 0.4998 | 0.7529 | 0.8677 |
165
+ | No log | 4.3846 | 228 | 0.7069 | 0.6349 | 0.7069 | 0.8408 |
166
+ | No log | 4.4231 | 230 | 0.7509 | 0.5810 | 0.7509 | 0.8665 |
167
+ | No log | 4.4615 | 232 | 0.8805 | 0.4264 | 0.8805 | 0.9384 |
168
+ | No log | 4.5 | 234 | 0.8602 | 0.5115 | 0.8602 | 0.9275 |
169
+ | No log | 4.5385 | 236 | 0.7505 | 0.4824 | 0.7505 | 0.8663 |
170
+ | No log | 4.5769 | 238 | 0.7036 | 0.5127 | 0.7036 | 0.8388 |
171
+ | No log | 4.6154 | 240 | 0.7092 | 0.5261 | 0.7092 | 0.8422 |
172
+ | No log | 4.6538 | 242 | 0.7248 | 0.4473 | 0.7248 | 0.8514 |
173
+ | No log | 4.6923 | 244 | 0.7193 | 0.5534 | 0.7193 | 0.8481 |
174
+ | No log | 4.7308 | 246 | 0.7155 | 0.5730 | 0.7155 | 0.8459 |
175
+ | No log | 4.7692 | 248 | 0.6869 | 0.6464 | 0.6869 | 0.8288 |
176
+ | No log | 4.8077 | 250 | 0.6815 | 0.6359 | 0.6815 | 0.8255 |
177
+ | No log | 4.8462 | 252 | 0.6772 | 0.6774 | 0.6772 | 0.8229 |
178
+ | No log | 4.8846 | 254 | 0.6683 | 0.6430 | 0.6683 | 0.8175 |
179
+ | No log | 4.9231 | 256 | 0.6858 | 0.5666 | 0.6858 | 0.8281 |
180
+ | No log | 4.9615 | 258 | 0.7167 | 0.5219 | 0.7167 | 0.8466 |
181
+ | No log | 5.0 | 260 | 0.6864 | 0.5241 | 0.6864 | 0.8285 |
182
+ | No log | 5.0385 | 262 | 0.7157 | 0.5134 | 0.7157 | 0.8460 |
183
+ | No log | 5.0769 | 264 | 0.7389 | 0.5124 | 0.7389 | 0.8596 |
184
+ | No log | 5.1154 | 266 | 0.7057 | 0.5006 | 0.7057 | 0.8400 |
185
+ | No log | 5.1538 | 268 | 0.6583 | 0.5846 | 0.6583 | 0.8114 |
186
+ | No log | 5.1923 | 270 | 0.6507 | 0.6547 | 0.6507 | 0.8067 |
187
+ | No log | 5.2308 | 272 | 0.7290 | 0.5006 | 0.7290 | 0.8538 |
188
+ | No log | 5.2692 | 274 | 0.8245 | 0.4988 | 0.8245 | 0.9080 |
189
+ | No log | 5.3077 | 276 | 0.8793 | 0.4976 | 0.8793 | 0.9377 |
190
+ | No log | 5.3462 | 278 | 0.7557 | 0.5306 | 0.7557 | 0.8693 |
191
+ | No log | 5.3846 | 280 | 0.6753 | 0.5163 | 0.6753 | 0.8218 |
192
+ | No log | 5.4231 | 282 | 0.6316 | 0.5274 | 0.6316 | 0.7947 |
193
+ | No log | 5.4615 | 284 | 0.6423 | 0.5033 | 0.6423 | 0.8015 |
194
+ | No log | 5.5 | 286 | 0.6571 | 0.4847 | 0.6571 | 0.8106 |
195
+ | No log | 5.5385 | 288 | 0.6784 | 0.5056 | 0.6784 | 0.8237 |
196
+ | No log | 5.5769 | 290 | 0.6674 | 0.5877 | 0.6674 | 0.8169 |
197
+ | No log | 5.6154 | 292 | 0.7269 | 0.5345 | 0.7269 | 0.8526 |
198
+ | No log | 5.6538 | 294 | 0.7201 | 0.5547 | 0.7201 | 0.8486 |
199
+ | No log | 5.6923 | 296 | 0.6597 | 0.6606 | 0.6597 | 0.8122 |
200
+ | No log | 5.7308 | 298 | 0.6515 | 0.6683 | 0.6515 | 0.8071 |
201
+ | No log | 5.7692 | 300 | 0.6539 | 0.6394 | 0.6539 | 0.8086 |
202
+ | No log | 5.8077 | 302 | 0.6533 | 0.6850 | 0.6533 | 0.8083 |
203
+ | No log | 5.8462 | 304 | 0.6695 | 0.6232 | 0.6695 | 0.8182 |
204
+ | No log | 5.8846 | 306 | 0.6765 | 0.6344 | 0.6765 | 0.8225 |
205
+ | No log | 5.9231 | 308 | 0.7067 | 0.5629 | 0.7067 | 0.8407 |
206
+ | No log | 5.9615 | 310 | 0.7496 | 0.5477 | 0.7496 | 0.8658 |
207
+ | No log | 6.0 | 312 | 0.7424 | 0.5648 | 0.7424 | 0.8616 |
208
+ | No log | 6.0385 | 314 | 0.7907 | 0.5860 | 0.7907 | 0.8892 |
209
+ | No log | 6.0769 | 316 | 0.8670 | 0.5359 | 0.8670 | 0.9311 |
210
+ | No log | 6.1154 | 318 | 0.7814 | 0.5759 | 0.7814 | 0.8840 |
211
+ | No log | 6.1538 | 320 | 0.7016 | 0.5614 | 0.7016 | 0.8376 |
212
+ | No log | 6.1923 | 322 | 0.7004 | 0.4960 | 0.7004 | 0.8369 |
213
+ | No log | 6.2308 | 324 | 0.6860 | 0.4988 | 0.6860 | 0.8283 |
214
+ | No log | 6.2692 | 326 | 0.6867 | 0.4995 | 0.6867 | 0.8287 |
215
+ | No log | 6.3077 | 328 | 0.6738 | 0.5153 | 0.6738 | 0.8209 |
216
+ | No log | 6.3462 | 330 | 0.6993 | 0.5999 | 0.6993 | 0.8362 |
217
+ | No log | 6.3846 | 332 | 0.6888 | 0.5771 | 0.6888 | 0.8300 |
218
+ | No log | 6.4231 | 334 | 0.6910 | 0.5317 | 0.6910 | 0.8313 |
219
+ | No log | 6.4615 | 336 | 0.6985 | 0.5740 | 0.6985 | 0.8358 |
220
+ | No log | 6.5 | 338 | 0.7115 | 0.5677 | 0.7115 | 0.8435 |
221
+ | No log | 6.5385 | 340 | 0.7395 | 0.5140 | 0.7395 | 0.8599 |
222
+ | No log | 6.5769 | 342 | 0.7055 | 0.5150 | 0.7055 | 0.8400 |
223
+ | No log | 6.6154 | 344 | 0.6578 | 0.5121 | 0.6578 | 0.8111 |
224
+ | No log | 6.6538 | 346 | 0.6570 | 0.5188 | 0.6570 | 0.8106 |
225
+ | No log | 6.6923 | 348 | 0.6700 | 0.5759 | 0.6700 | 0.8185 |
226
+ | No log | 6.7308 | 350 | 0.6788 | 0.5759 | 0.6788 | 0.8239 |
227
+ | No log | 6.7692 | 352 | 0.6741 | 0.5534 | 0.6741 | 0.8210 |
228
+ | No log | 6.8077 | 354 | 0.6886 | 0.5279 | 0.6886 | 0.8298 |
229
+ | No log | 6.8462 | 356 | 0.6804 | 0.5210 | 0.6804 | 0.8249 |
230
+ | No log | 6.8846 | 358 | 0.6815 | 0.5565 | 0.6815 | 0.8255 |
231
+ | No log | 6.9231 | 360 | 0.6691 | 0.4947 | 0.6691 | 0.8180 |
232
+ | No log | 6.9615 | 362 | 0.7046 | 0.5565 | 0.7046 | 0.8394 |
233
+ | No log | 7.0 | 364 | 0.6880 | 0.5207 | 0.6880 | 0.8295 |
234
+ | No log | 7.0385 | 366 | 0.6841 | 0.5855 | 0.6841 | 0.8271 |
235
+ | No log | 7.0769 | 368 | 0.7425 | 0.5788 | 0.7425 | 0.8617 |
236
+ | No log | 7.1154 | 370 | 0.7421 | 0.5595 | 0.7421 | 0.8615 |
237
+ | No log | 7.1538 | 372 | 0.6984 | 0.5405 | 0.6984 | 0.8357 |
238
+ | No log | 7.1923 | 374 | 0.7348 | 0.5093 | 0.7348 | 0.8572 |
239
+ | No log | 7.2308 | 376 | 0.7343 | 0.4849 | 0.7343 | 0.8569 |
240
+ | No log | 7.2692 | 378 | 0.7234 | 0.5127 | 0.7234 | 0.8505 |
241
+ | No log | 7.3077 | 380 | 0.7612 | 0.4491 | 0.7612 | 0.8724 |
242
+ | No log | 7.3462 | 382 | 0.8132 | 0.4815 | 0.8132 | 0.9018 |
243
+ | No log | 7.3846 | 384 | 0.8203 | 0.4575 | 0.8203 | 0.9057 |
244
+ | No log | 7.4231 | 386 | 0.7543 | 0.4478 | 0.7543 | 0.8685 |
245
+ | No log | 7.4615 | 388 | 0.7237 | 0.4882 | 0.7237 | 0.8507 |
246
+ | No log | 7.5 | 390 | 0.7182 | 0.4745 | 0.7182 | 0.8475 |
247
+ | No log | 7.5385 | 392 | 0.7357 | 0.4725 | 0.7357 | 0.8577 |
248
+ | No log | 7.5769 | 394 | 0.7653 | 0.4812 | 0.7653 | 0.8748 |
249
+ | No log | 7.6154 | 396 | 0.7806 | 0.4812 | 0.7806 | 0.8835 |
250
+ | No log | 7.6538 | 398 | 0.7393 | 0.4599 | 0.7393 | 0.8598 |
251
+ | No log | 7.6923 | 400 | 0.7127 | 0.4745 | 0.7127 | 0.8442 |
252
+ | No log | 7.7308 | 402 | 0.7120 | 0.4995 | 0.7120 | 0.8438 |
253
+ | No log | 7.7692 | 404 | 0.7014 | 0.5010 | 0.7014 | 0.8375 |
254
+ | No log | 7.8077 | 406 | 0.7140 | 0.5010 | 0.7140 | 0.8450 |
255
+ | No log | 7.8462 | 408 | 0.7273 | 0.4378 | 0.7273 | 0.8528 |
256
+ | No log | 7.8846 | 410 | 0.7353 | 0.4378 | 0.7353 | 0.8575 |
257
+ | No log | 7.9231 | 412 | 0.7436 | 0.4378 | 0.7436 | 0.8623 |
258
+ | No log | 7.9615 | 414 | 0.7445 | 0.4353 | 0.7445 | 0.8629 |
259
+ | No log | 8.0 | 416 | 0.7520 | 0.4946 | 0.7520 | 0.8672 |
260
+ | No log | 8.0385 | 418 | 0.7651 | 0.4818 | 0.7651 | 0.8747 |
261
+ | No log | 8.0769 | 420 | 0.7640 | 0.4818 | 0.7640 | 0.8741 |
262
+ | No log | 8.1154 | 422 | 0.7387 | 0.5175 | 0.7387 | 0.8595 |
263
+ | No log | 8.1538 | 424 | 0.7269 | 0.5304 | 0.7269 | 0.8526 |
264
+ | No log | 8.1923 | 426 | 0.7082 | 0.5434 | 0.7082 | 0.8416 |
265
+ | No log | 8.2308 | 428 | 0.6996 | 0.5274 | 0.6996 | 0.8364 |
266
+ | No log | 8.2692 | 430 | 0.6986 | 0.4867 | 0.6986 | 0.8358 |
267
+ | No log | 8.3077 | 432 | 0.7275 | 0.4214 | 0.7275 | 0.8529 |
268
+ | No log | 8.3462 | 434 | 0.7243 | 0.4214 | 0.7243 | 0.8511 |
269
+ | No log | 8.3846 | 436 | 0.6842 | 0.4746 | 0.6842 | 0.8272 |
270
+ | No log | 8.4231 | 438 | 0.6626 | 0.5631 | 0.6626 | 0.8140 |
271
+ | No log | 8.4615 | 440 | 0.6660 | 0.5797 | 0.6660 | 0.8161 |
272
+ | No log | 8.5 | 442 | 0.7493 | 0.5033 | 0.7493 | 0.8656 |
273
+ | No log | 8.5385 | 444 | 0.7793 | 0.5128 | 0.7793 | 0.8828 |
274
+ | No log | 8.5769 | 446 | 0.6837 | 0.5729 | 0.6837 | 0.8268 |
275
+ | No log | 8.6154 | 448 | 0.6416 | 0.5988 | 0.6416 | 0.8010 |
276
+ | No log | 8.6538 | 450 | 0.6620 | 0.5890 | 0.6620 | 0.8137 |
277
+ | No log | 8.6923 | 452 | 0.6378 | 0.6241 | 0.6378 | 0.7986 |
278
+ | No log | 8.7308 | 454 | 0.6558 | 0.6102 | 0.6558 | 0.8098 |
279
+ | No log | 8.7692 | 456 | 0.6992 | 0.5607 | 0.6992 | 0.8362 |
280
+ | No log | 8.8077 | 458 | 0.6666 | 0.6187 | 0.6666 | 0.8165 |
281
+ | No log | 8.8462 | 460 | 0.6448 | 0.6409 | 0.6448 | 0.8030 |
282
+ | No log | 8.8846 | 462 | 0.6387 | 0.6028 | 0.6387 | 0.7992 |
283
+ | No log | 8.9231 | 464 | 0.6812 | 0.5062 | 0.6812 | 0.8254 |
284
+ | No log | 8.9615 | 466 | 0.7112 | 0.5666 | 0.7112 | 0.8434 |
285
+ | No log | 9.0 | 468 | 0.6855 | 0.5279 | 0.6855 | 0.8280 |
286
+ | No log | 9.0385 | 470 | 0.6509 | 0.5552 | 0.6509 | 0.8068 |
287
+ | No log | 9.0769 | 472 | 0.6509 | 0.5442 | 0.6509 | 0.8068 |
288
+ | No log | 9.1154 | 474 | 0.6579 | 0.4954 | 0.6579 | 0.8111 |
289
+ | No log | 9.1538 | 476 | 0.6567 | 0.5305 | 0.6567 | 0.8104 |
290
+ | No log | 9.1923 | 478 | 0.6514 | 0.4759 | 0.6514 | 0.8071 |
291
+ | No log | 9.2308 | 480 | 0.6545 | 0.5002 | 0.6545 | 0.8090 |
292
+ | No log | 9.2692 | 482 | 0.6575 | 0.5832 | 0.6575 | 0.8108 |
293
+ | No log | 9.3077 | 484 | 0.7036 | 0.5223 | 0.7036 | 0.8388 |
294
+ | No log | 9.3462 | 486 | 0.7738 | 0.5486 | 0.7738 | 0.8797 |
295
+ | No log | 9.3846 | 488 | 0.7100 | 0.5769 | 0.7100 | 0.8426 |
296
+ | No log | 9.4231 | 490 | 0.6142 | 0.7041 | 0.6142 | 0.7837 |
297
+ | No log | 9.4615 | 492 | 0.6153 | 0.6559 | 0.6153 | 0.7844 |
298
+ | No log | 9.5 | 494 | 0.6051 | 0.6653 | 0.6051 | 0.7779 |
299
+ | No log | 9.5385 | 496 | 0.6178 | 0.6772 | 0.6178 | 0.7860 |
300
+ | No log | 9.5769 | 498 | 0.7008 | 0.5995 | 0.7008 | 0.8371 |
301
+ | 0.2853 | 9.6154 | 500 | 0.6836 | 0.5877 | 0.6836 | 0.8268 |
302
+ | 0.2853 | 9.6538 | 502 | 0.6329 | 0.6013 | 0.6329 | 0.7955 |
303
+ | 0.2853 | 9.6923 | 504 | 0.6295 | 0.5450 | 0.6295 | 0.7934 |
304
+ | 0.2853 | 9.7308 | 506 | 0.6345 | 0.6198 | 0.6345 | 0.7966 |
305
+ | 0.2853 | 9.7692 | 508 | 0.6612 | 0.5666 | 0.6612 | 0.8131 |
306
+ | 0.2853 | 9.8077 | 510 | 0.6523 | 0.5777 | 0.6523 | 0.8077 |
307
+ | 0.2853 | 9.8462 | 512 | 0.5922 | 0.6291 | 0.5922 | 0.7695 |
308
+ | 0.2853 | 9.8846 | 514 | 0.5793 | 0.6400 | 0.5793 | 0.7611 |
309
+ | 0.2853 | 9.9231 | 516 | 0.5843 | 0.6400 | 0.5843 | 0.7644 |
310
+ | 0.2853 | 9.9615 | 518 | 0.5878 | 0.6252 | 0.5878 | 0.7667 |
311
+ | 0.2853 | 10.0 | 520 | 0.5938 | 0.6301 | 0.5938 | 0.7706 |
312
+ | 0.2853 | 10.0385 | 522 | 0.5997 | 0.6317 | 0.5997 | 0.7744 |
313
+ | 0.2853 | 10.0769 | 524 | 0.6146 | 0.6217 | 0.6146 | 0.7840 |
314
+ | 0.2853 | 10.1154 | 526 | 0.6165 | 0.6354 | 0.6165 | 0.7852 |
315
+ | 0.2853 | 10.1538 | 528 | 0.6253 | 0.6167 | 0.6253 | 0.7908 |
316
+ | 0.2853 | 10.1923 | 530 | 0.6490 | 0.5552 | 0.6490 | 0.8056 |
317
+ | 0.2853 | 10.2308 | 532 | 0.6490 | 0.5570 | 0.6490 | 0.8056 |
318
+ | 0.2853 | 10.2692 | 534 | 0.6604 | 0.5450 | 0.6604 | 0.8126 |
319
+ | 0.2853 | 10.3077 | 536 | 0.6876 | 0.5186 | 0.6876 | 0.8292 |
320
+ | 0.2853 | 10.3462 | 538 | 0.7395 | 0.5555 | 0.7395 | 0.8599 |
 
 
 
 
 
 
 
 
 
 
 
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322
 
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  ### Framework versions