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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k18_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k17_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k17_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: 0.7175
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- - Qwk: 0.5017
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- - Mse: 0.7175
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- - Rmse: 0.8471
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  ## Model description
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@@ -49,282 +49,262 @@ 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 | 0.0235 | 2 | 3.7414 | -0.0347 | 3.7414 | 1.9343 |
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- | No log | 0.0471 | 4 | 1.9167 | 0.0123 | 1.9167 | 1.3844 |
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- | No log | 0.0706 | 6 | 1.1725 | 0.0996 | 1.1725 | 1.0828 |
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- | No log | 0.0941 | 8 | 1.0441 | 0.2865 | 1.0441 | 1.0218 |
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- | No log | 0.1176 | 10 | 1.1342 | 0.1561 | 1.1342 | 1.0650 |
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- | No log | 0.1412 | 12 | 1.4953 | -0.0394 | 1.4953 | 1.2228 |
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- | No log | 0.1647 | 14 | 1.4905 | -0.0328 | 1.4905 | 1.2209 |
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- | No log | 0.1882 | 16 | 1.1992 | 0.1148 | 1.1992 | 1.0951 |
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- | No log | 0.2118 | 18 | 1.0063 | 0.3071 | 1.0063 | 1.0031 |
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- | No log | 0.2353 | 20 | 0.9757 | 0.3175 | 0.9757 | 0.9878 |
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- | No log | 0.2588 | 22 | 0.8963 | 0.3562 | 0.8963 | 0.9467 |
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- | No log | 0.2824 | 24 | 0.9584 | 0.3026 | 0.9584 | 0.9790 |
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- | No log | 0.3059 | 26 | 0.8766 | 0.3851 | 0.8766 | 0.9363 |
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- | No log | 0.3294 | 28 | 0.7364 | 0.4533 | 0.7364 | 0.8581 |
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- | No log | 0.3529 | 30 | 0.9499 | 0.2569 | 0.9499 | 0.9746 |
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- | No log | 0.3765 | 32 | 0.9736 | 0.2849 | 0.9736 | 0.9867 |
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- | No log | 0.4 | 34 | 0.7433 | 0.5057 | 0.7433 | 0.8621 |
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- | No log | 0.4235 | 36 | 0.8537 | 0.4356 | 0.8537 | 0.9240 |
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- | No log | 0.4471 | 38 | 1.0734 | 0.4236 | 1.0734 | 1.0360 |
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- | No log | 0.4706 | 40 | 1.0008 | 0.4706 | 1.0008 | 1.0004 |
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- | No log | 0.4941 | 42 | 0.7130 | 0.5483 | 0.7130 | 0.8444 |
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- | No log | 0.5176 | 44 | 0.6132 | 0.6673 | 0.6132 | 0.7831 |
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- | No log | 0.5412 | 46 | 0.6252 | 0.6349 | 0.6252 | 0.7907 |
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- | No log | 0.5647 | 48 | 0.6690 | 0.5633 | 0.6690 | 0.8180 |
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- | No log | 0.5882 | 50 | 0.9505 | 0.5181 | 0.9505 | 0.9750 |
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- | No log | 0.6118 | 52 | 0.7894 | 0.6101 | 0.7894 | 0.8885 |
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- | No log | 0.6353 | 54 | 0.6546 | 0.6094 | 0.6546 | 0.8091 |
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- | No log | 0.6588 | 56 | 0.6752 | 0.6168 | 0.6752 | 0.8217 |
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- | No log | 0.6824 | 58 | 0.8463 | 0.5988 | 0.8463 | 0.9200 |
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- | No log | 0.7059 | 60 | 0.7419 | 0.6176 | 0.7419 | 0.8613 |
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- | No log | 0.7294 | 62 | 0.8354 | 0.6064 | 0.8354 | 0.9140 |
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- | No log | 0.7529 | 64 | 0.8874 | 0.5414 | 0.8874 | 0.9420 |
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- | No log | 0.7765 | 66 | 0.7877 | 0.6596 | 0.7877 | 0.8875 |
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- | No log | 0.8 | 68 | 0.6779 | 0.6595 | 0.6779 | 0.8234 |
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- | No log | 0.8235 | 70 | 0.6568 | 0.5940 | 0.6568 | 0.8104 |
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- | No log | 0.8471 | 72 | 0.6851 | 0.6194 | 0.6851 | 0.8277 |
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- | No log | 0.8706 | 74 | 0.6973 | 0.6194 | 0.6973 | 0.8350 |
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- | No log | 0.8941 | 76 | 0.6355 | 0.5841 | 0.6355 | 0.7972 |
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- | No log | 0.9176 | 78 | 0.7045 | 0.4888 | 0.7045 | 0.8393 |
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- | No log | 0.9412 | 80 | 0.8287 | 0.5283 | 0.8287 | 0.9103 |
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- | No log | 0.9647 | 82 | 0.8444 | 0.5073 | 0.8444 | 0.9189 |
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- | No log | 0.9882 | 84 | 0.7743 | 0.5711 | 0.7743 | 0.8800 |
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- | No log | 1.0118 | 86 | 0.6818 | 0.6492 | 0.6818 | 0.8257 |
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- | No log | 1.0353 | 88 | 0.6929 | 0.6571 | 0.6929 | 0.8324 |
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- | No log | 1.0588 | 90 | 0.7368 | 0.6511 | 0.7368 | 0.8583 |
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- | No log | 1.0824 | 92 | 0.9423 | 0.5614 | 0.9423 | 0.9707 |
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- | No log | 1.1059 | 94 | 1.1541 | 0.4632 | 1.1541 | 1.0743 |
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- | No log | 1.1294 | 96 | 0.9107 | 0.5536 | 0.9107 | 0.9543 |
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- | No log | 1.1529 | 98 | 0.6433 | 0.6811 | 0.6433 | 0.8021 |
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- | No log | 1.1765 | 100 | 0.5977 | 0.6630 | 0.5977 | 0.7731 |
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- | No log | 1.2 | 102 | 0.5967 | 0.6947 | 0.5967 | 0.7725 |
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- | No log | 1.2235 | 104 | 0.6216 | 0.6911 | 0.6216 | 0.7884 |
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- | No log | 1.2471 | 106 | 0.6598 | 0.6884 | 0.6598 | 0.8123 |
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- | No log | 1.2706 | 108 | 0.7820 | 0.6157 | 0.7820 | 0.8843 |
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- | No log | 1.2941 | 110 | 0.8741 | 0.5410 | 0.8741 | 0.9349 |
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- | No log | 1.3176 | 112 | 0.7636 | 0.6291 | 0.7636 | 0.8738 |
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- | No log | 1.3412 | 114 | 0.7184 | 0.6285 | 0.7184 | 0.8476 |
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- | No log | 1.3647 | 116 | 0.7906 | 0.6199 | 0.7906 | 0.8892 |
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- | No log | 1.3882 | 118 | 0.7364 | 0.5850 | 0.7364 | 0.8581 |
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- | No log | 1.4118 | 120 | 0.7148 | 0.5752 | 0.7148 | 0.8455 |
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- | No log | 1.4353 | 122 | 0.7430 | 0.5641 | 0.7430 | 0.8620 |
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- | No log | 1.4588 | 124 | 0.7060 | 0.5659 | 0.7060 | 0.8402 |
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- | No log | 1.4824 | 126 | 0.7005 | 0.5425 | 0.7005 | 0.8370 |
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- | No log | 1.5059 | 128 | 0.6667 | 0.5977 | 0.6667 | 0.8165 |
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- | No log | 1.5294 | 130 | 0.6438 | 0.6104 | 0.6438 | 0.8024 |
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- | No log | 1.5529 | 132 | 0.6344 | 0.6433 | 0.6344 | 0.7965 |
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- | No log | 1.5765 | 134 | 0.6261 | 0.6546 | 0.6261 | 0.7913 |
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- | No log | 1.6 | 136 | 0.6158 | 0.6546 | 0.6158 | 0.7847 |
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- | No log | 1.6235 | 138 | 0.6231 | 0.6243 | 0.6231 | 0.7894 |
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- | No log | 1.6471 | 140 | 0.6130 | 0.6546 | 0.6130 | 0.7830 |
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- | No log | 1.6706 | 142 | 0.6917 | 0.5674 | 0.6917 | 0.8317 |
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- | No log | 1.6941 | 144 | 0.7099 | 0.5566 | 0.7099 | 0.8426 |
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- | No log | 1.7176 | 146 | 0.6520 | 0.6433 | 0.6520 | 0.8074 |
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- | No log | 1.7412 | 148 | 0.7096 | 0.5848 | 0.7096 | 0.8424 |
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- | No log | 1.7647 | 150 | 0.6916 | 0.6642 | 0.6916 | 0.8317 |
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- | No log | 1.7882 | 152 | 0.7046 | 0.5868 | 0.7046 | 0.8394 |
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- | No log | 1.8118 | 154 | 0.7030 | 0.5868 | 0.7030 | 0.8385 |
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- | No log | 1.8353 | 156 | 0.6501 | 0.6364 | 0.6501 | 0.8063 |
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- | No log | 1.8588 | 158 | 0.6394 | 0.6186 | 0.6394 | 0.7996 |
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- | No log | 1.8824 | 160 | 0.6248 | 0.6720 | 0.6248 | 0.7905 |
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- | No log | 1.9059 | 162 | 0.6397 | 0.6438 | 0.6397 | 0.7998 |
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- | No log | 1.9294 | 164 | 0.6100 | 0.6488 | 0.6100 | 0.7810 |
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- | No log | 1.9529 | 166 | 0.6034 | 0.6756 | 0.6034 | 0.7768 |
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- | No log | 1.9765 | 168 | 0.5783 | 0.6546 | 0.5783 | 0.7605 |
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- | No log | 2.0 | 170 | 0.5781 | 0.6400 | 0.5781 | 0.7603 |
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- | No log | 2.0235 | 172 | 0.6030 | 0.5905 | 0.6030 | 0.7765 |
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- | No log | 2.0471 | 174 | 0.6294 | 0.6003 | 0.6294 | 0.7934 |
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- | No log | 2.0706 | 176 | 0.5889 | 0.6566 | 0.5889 | 0.7674 |
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- | No log | 2.0941 | 178 | 0.6170 | 0.6364 | 0.6170 | 0.7855 |
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- | No log | 2.1176 | 180 | 0.6373 | 0.6330 | 0.6373 | 0.7983 |
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- | No log | 2.1412 | 182 | 0.6724 | 0.6254 | 0.6724 | 0.8200 |
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- | No log | 2.1647 | 184 | 0.6480 | 0.6254 | 0.6480 | 0.8050 |
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- | No log | 2.1882 | 186 | 0.6342 | 0.6284 | 0.6342 | 0.7964 |
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- | No log | 2.2118 | 188 | 0.6126 | 0.6772 | 0.6126 | 0.7827 |
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- | No log | 2.2353 | 190 | 0.5869 | 0.6433 | 0.5869 | 0.7661 |
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- | No log | 2.2588 | 192 | 0.5982 | 0.6667 | 0.5982 | 0.7735 |
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- | No log | 2.2824 | 194 | 0.6092 | 0.6598 | 0.6092 | 0.7805 |
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- | No log | 2.3059 | 196 | 0.6489 | 0.6656 | 0.6489 | 0.8056 |
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- | No log | 2.3294 | 198 | 0.6942 | 0.6586 | 0.6942 | 0.8332 |
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- | No log | 2.3529 | 200 | 0.6698 | 0.6751 | 0.6698 | 0.8184 |
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- | No log | 2.3765 | 202 | 0.6765 | 0.6410 | 0.6765 | 0.8225 |
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- | No log | 2.4 | 204 | 0.6526 | 0.5995 | 0.6526 | 0.8078 |
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- | No log | 2.4235 | 206 | 0.6725 | 0.6157 | 0.6725 | 0.8200 |
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- | No log | 2.4471 | 208 | 0.6697 | 0.6206 | 0.6697 | 0.8184 |
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- | No log | 2.4706 | 210 | 0.7135 | 0.5636 | 0.7135 | 0.8447 |
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- | No log | 2.4941 | 212 | 0.7094 | 0.5439 | 0.7094 | 0.8422 |
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- | No log | 2.5176 | 214 | 0.6880 | 0.6114 | 0.6880 | 0.8295 |
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- | No log | 2.5412 | 216 | 0.7291 | 0.5720 | 0.7291 | 0.8539 |
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- | No log | 2.5647 | 218 | 0.7333 | 0.5545 | 0.7333 | 0.8563 |
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- | No log | 2.5882 | 220 | 0.7357 | 0.5545 | 0.7357 | 0.8577 |
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- | No log | 2.6118 | 222 | 0.7264 | 0.5944 | 0.7264 | 0.8523 |
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- | No log | 2.6353 | 224 | 0.7089 | 0.6254 | 0.7089 | 0.8419 |
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- | No log | 2.6588 | 226 | 0.6615 | 0.6473 | 0.6615 | 0.8134 |
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- | No log | 2.6824 | 228 | 0.6724 | 0.5622 | 0.6724 | 0.8200 |
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- | No log | 2.7059 | 230 | 0.6718 | 0.6015 | 0.6718 | 0.8196 |
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- | No log | 2.7294 | 232 | 0.6500 | 0.6553 | 0.6500 | 0.8063 |
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- | No log | 2.7529 | 234 | 0.7057 | 0.6692 | 0.7057 | 0.8401 |
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- | No log | 2.7765 | 236 | 0.8346 | 0.5879 | 0.8346 | 0.9136 |
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- | No log | 2.8 | 238 | 1.0029 | 0.5534 | 1.0029 | 1.0014 |
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- | No log | 2.8235 | 240 | 0.9000 | 0.5426 | 0.9000 | 0.9487 |
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- | No log | 2.8471 | 242 | 0.6736 | 0.6160 | 0.6736 | 0.8207 |
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- | No log | 2.8706 | 244 | 0.6489 | 0.6049 | 0.6489 | 0.8056 |
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- | No log | 2.8941 | 246 | 0.6700 | 0.6089 | 0.6700 | 0.8186 |
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- | No log | 2.9176 | 248 | 0.6532 | 0.6196 | 0.6532 | 0.8082 |
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- | No log | 2.9412 | 250 | 0.7161 | 0.5588 | 0.7161 | 0.8462 |
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- | No log | 2.9647 | 252 | 0.8304 | 0.5830 | 0.8304 | 0.9113 |
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- | No log | 2.9882 | 254 | 0.8390 | 0.5830 | 0.8390 | 0.9160 |
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- | No log | 3.0118 | 256 | 0.7597 | 0.5934 | 0.7597 | 0.8716 |
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- | No log | 3.0353 | 258 | 0.6643 | 0.6610 | 0.6643 | 0.8150 |
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- | No log | 3.0588 | 260 | 0.6642 | 0.6667 | 0.6642 | 0.8150 |
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- | No log | 3.0824 | 262 | 0.6548 | 0.6649 | 0.6548 | 0.8092 |
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- | No log | 3.1059 | 264 | 0.7111 | 0.5599 | 0.7111 | 0.8433 |
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- | No log | 3.1294 | 266 | 0.7578 | 0.6151 | 0.7578 | 0.8705 |
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- | No log | 3.1529 | 268 | 0.7237 | 0.6064 | 0.7237 | 0.8507 |
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- | No log | 3.1765 | 270 | 0.6429 | 0.6634 | 0.6429 | 0.8018 |
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- | No log | 3.2 | 272 | 0.7028 | 0.5815 | 0.7028 | 0.8383 |
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- | No log | 3.2235 | 274 | 0.7766 | 0.5228 | 0.7766 | 0.8813 |
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- | No log | 3.2471 | 276 | 0.7878 | 0.4934 | 0.7878 | 0.8876 |
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- | No log | 3.2706 | 278 | 0.7006 | 0.5412 | 0.7006 | 0.8370 |
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- | No log | 3.2941 | 280 | 0.6708 | 0.6335 | 0.6708 | 0.8190 |
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- | No log | 3.3176 | 282 | 0.7709 | 0.5163 | 0.7709 | 0.8780 |
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- | No log | 3.3412 | 284 | 0.8356 | 0.5455 | 0.8356 | 0.9141 |
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- | No log | 3.3647 | 286 | 0.7938 | 0.5566 | 0.7938 | 0.8910 |
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- | No log | 3.3882 | 288 | 0.7004 | 0.5830 | 0.7004 | 0.8369 |
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- | No log | 3.4118 | 290 | 0.6749 | 0.6272 | 0.6749 | 0.8215 |
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- | No log | 3.4353 | 292 | 0.7514 | 0.6346 | 0.7514 | 0.8668 |
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- | No log | 3.4588 | 294 | 0.7290 | 0.6346 | 0.7290 | 0.8538 |
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- | No log | 3.4824 | 296 | 0.6738 | 0.5981 | 0.6738 | 0.8209 |
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- | No log | 3.5059 | 298 | 0.6536 | 0.6244 | 0.6536 | 0.8085 |
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- | No log | 3.5294 | 300 | 0.6884 | 0.5645 | 0.6884 | 0.8297 |
202
- | No log | 3.5529 | 302 | 0.7205 | 0.5079 | 0.7205 | 0.8488 |
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- | No log | 3.5765 | 304 | 0.7356 | 0.5178 | 0.7356 | 0.8577 |
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- | No log | 3.6 | 306 | 0.7775 | 0.5358 | 0.7775 | 0.8818 |
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- | No log | 3.6235 | 308 | 0.7811 | 0.5414 | 0.7811 | 0.8838 |
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- | No log | 3.6471 | 310 | 0.7008 | 0.5968 | 0.7008 | 0.8371 |
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- | No log | 3.6706 | 312 | 0.6465 | 0.6528 | 0.6465 | 0.8041 |
208
- | No log | 3.6941 | 314 | 0.6305 | 0.6788 | 0.6305 | 0.7941 |
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- | No log | 3.7176 | 316 | 0.6398 | 0.6045 | 0.6398 | 0.7999 |
210
- | No log | 3.7412 | 318 | 0.7140 | 0.5746 | 0.7140 | 0.8450 |
211
- | No log | 3.7647 | 320 | 0.7623 | 0.5943 | 0.7623 | 0.8731 |
212
- | No log | 3.7882 | 322 | 0.7282 | 0.5658 | 0.7282 | 0.8533 |
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- | No log | 3.8118 | 324 | 0.6656 | 0.5540 | 0.6656 | 0.8159 |
214
- | No log | 3.8353 | 326 | 0.6564 | 0.5528 | 0.6564 | 0.8102 |
215
- | No log | 3.8588 | 328 | 0.6331 | 0.5558 | 0.6331 | 0.7957 |
216
- | No log | 3.8824 | 330 | 0.6036 | 0.6262 | 0.6036 | 0.7769 |
217
- | No log | 3.9059 | 332 | 0.5802 | 0.6470 | 0.5802 | 0.7617 |
218
- | No log | 3.9294 | 334 | 0.5547 | 0.6451 | 0.5547 | 0.7448 |
219
- | No log | 3.9529 | 336 | 0.5476 | 0.6441 | 0.5476 | 0.7400 |
220
- | No log | 3.9765 | 338 | 0.5438 | 0.6441 | 0.5438 | 0.7374 |
221
- | No log | 4.0 | 340 | 0.5405 | 0.6451 | 0.5405 | 0.7352 |
222
- | No log | 4.0235 | 342 | 0.5557 | 0.5771 | 0.5557 | 0.7454 |
223
- | No log | 4.0471 | 344 | 0.6065 | 0.5491 | 0.6065 | 0.7788 |
224
- | No log | 4.0706 | 346 | 0.6563 | 0.5005 | 0.6563 | 0.8101 |
225
- | No log | 4.0941 | 348 | 0.6136 | 0.5464 | 0.6136 | 0.7833 |
226
- | No log | 4.1176 | 350 | 0.6135 | 0.5156 | 0.6135 | 0.7832 |
227
- | No log | 4.1412 | 352 | 0.6785 | 0.6547 | 0.6785 | 0.8237 |
228
- | No log | 4.1647 | 354 | 0.7776 | 0.5889 | 0.7776 | 0.8818 |
229
- | No log | 4.1882 | 356 | 0.7592 | 0.6503 | 0.7592 | 0.8713 |
230
- | No log | 4.2118 | 358 | 0.7276 | 0.6275 | 0.7276 | 0.8530 |
231
- | No log | 4.2353 | 360 | 0.6824 | 0.6371 | 0.6824 | 0.8261 |
232
- | No log | 4.2588 | 362 | 0.6539 | 0.6229 | 0.6539 | 0.8086 |
233
- | No log | 4.2824 | 364 | 0.6564 | 0.6054 | 0.6564 | 0.8102 |
234
- | No log | 4.3059 | 366 | 0.6781 | 0.5540 | 0.6781 | 0.8235 |
235
- | No log | 4.3294 | 368 | 0.6861 | 0.5885 | 0.6861 | 0.8283 |
236
- | No log | 4.3529 | 370 | 0.6534 | 0.5944 | 0.6534 | 0.8083 |
237
- | No log | 4.3765 | 372 | 0.6382 | 0.6114 | 0.6382 | 0.7989 |
238
- | No log | 4.4 | 374 | 0.6356 | 0.6266 | 0.6356 | 0.7972 |
239
- | No log | 4.4235 | 376 | 0.6675 | 0.6091 | 0.6675 | 0.8170 |
240
- | No log | 4.4471 | 378 | 0.7400 | 0.6029 | 0.7400 | 0.8603 |
241
- | No log | 4.4706 | 380 | 0.7622 | 0.6322 | 0.7622 | 0.8731 |
242
- | No log | 4.4941 | 382 | 0.6966 | 0.5729 | 0.6966 | 0.8346 |
243
- | No log | 4.5176 | 384 | 0.6271 | 0.6537 | 0.6271 | 0.7919 |
244
- | No log | 4.5412 | 386 | 0.6188 | 0.6078 | 0.6188 | 0.7867 |
245
- | No log | 4.5647 | 388 | 0.6070 | 0.6461 | 0.6070 | 0.7791 |
246
- | No log | 4.5882 | 390 | 0.5981 | 0.6720 | 0.5981 | 0.7734 |
247
- | No log | 4.6118 | 392 | 0.6403 | 0.6547 | 0.6403 | 0.8002 |
248
- | No log | 4.6353 | 394 | 0.6764 | 0.6322 | 0.6764 | 0.8224 |
249
- | No log | 4.6588 | 396 | 0.6391 | 0.6025 | 0.6391 | 0.7994 |
250
- | No log | 4.6824 | 398 | 0.5871 | 0.6441 | 0.5871 | 0.7662 |
251
- | No log | 4.7059 | 400 | 0.5763 | 0.6013 | 0.5763 | 0.7591 |
252
- | No log | 4.7294 | 402 | 0.5615 | 0.6733 | 0.5615 | 0.7493 |
253
- | No log | 4.7529 | 404 | 0.5547 | 0.6861 | 0.5547 | 0.7448 |
254
- | No log | 4.7765 | 406 | 0.5974 | 0.6699 | 0.5974 | 0.7729 |
255
- | No log | 4.8 | 408 | 0.6147 | 0.6699 | 0.6147 | 0.7840 |
256
- | No log | 4.8235 | 410 | 0.6440 | 0.6528 | 0.6440 | 0.8025 |
257
- | No log | 4.8471 | 412 | 0.6730 | 0.6209 | 0.6730 | 0.8203 |
258
- | No log | 4.8706 | 414 | 0.6686 | 0.5472 | 0.6686 | 0.8177 |
259
- | No log | 4.8941 | 416 | 0.6429 | 0.5746 | 0.6429 | 0.8018 |
260
- | No log | 4.9176 | 418 | 0.6398 | 0.5656 | 0.6398 | 0.7999 |
261
- | No log | 4.9412 | 420 | 0.6259 | 0.5656 | 0.6259 | 0.7912 |
262
- | No log | 4.9647 | 422 | 0.6114 | 0.6335 | 0.6114 | 0.7819 |
263
- | No log | 4.9882 | 424 | 0.7285 | 0.6468 | 0.7285 | 0.8535 |
264
- | No log | 5.0118 | 426 | 0.8412 | 0.5714 | 0.8412 | 0.9172 |
265
- | No log | 5.0353 | 428 | 0.8156 | 0.5789 | 0.8156 | 0.9031 |
266
- | No log | 5.0588 | 430 | 0.6941 | 0.6573 | 0.6941 | 0.8331 |
267
- | No log | 5.0824 | 432 | 0.6200 | 0.6177 | 0.6200 | 0.7874 |
268
- | No log | 5.1059 | 434 | 0.6089 | 0.6409 | 0.6089 | 0.7803 |
269
- | No log | 5.1294 | 436 | 0.6355 | 0.6217 | 0.6355 | 0.7972 |
270
- | No log | 5.1529 | 438 | 0.6306 | 0.6024 | 0.6306 | 0.7941 |
271
- | No log | 5.1765 | 440 | 0.6258 | 0.5747 | 0.6258 | 0.7911 |
272
- | No log | 5.2 | 442 | 0.6657 | 0.6397 | 0.6657 | 0.8159 |
273
- | No log | 5.2235 | 444 | 0.7229 | 0.5595 | 0.7229 | 0.8503 |
274
- | No log | 5.2471 | 446 | 0.7313 | 0.5498 | 0.7313 | 0.8552 |
275
- | No log | 5.2706 | 448 | 0.6771 | 0.6360 | 0.6771 | 0.8229 |
276
- | No log | 5.2941 | 450 | 0.6219 | 0.5622 | 0.6219 | 0.7886 |
277
- | No log | 5.3176 | 452 | 0.6135 | 0.6207 | 0.6135 | 0.7832 |
278
- | No log | 5.3412 | 454 | 0.6165 | 0.6164 | 0.6165 | 0.7851 |
279
- | No log | 5.3647 | 456 | 0.6084 | 0.5961 | 0.6084 | 0.7800 |
280
- | No log | 5.3882 | 458 | 0.5982 | 0.6470 | 0.5982 | 0.7734 |
281
- | No log | 5.4118 | 460 | 0.6052 | 0.6018 | 0.6052 | 0.7779 |
282
- | No log | 5.4353 | 462 | 0.6607 | 0.6228 | 0.6607 | 0.8129 |
283
- | No log | 5.4588 | 464 | 0.7161 | 0.6199 | 0.7161 | 0.8462 |
284
- | No log | 5.4824 | 466 | 0.7002 | 0.5938 | 0.7002 | 0.8368 |
285
- | No log | 5.5059 | 468 | 0.6715 | 0.5948 | 0.6715 | 0.8194 |
286
- | No log | 5.5294 | 470 | 0.6275 | 0.6335 | 0.6275 | 0.7921 |
287
- | No log | 5.5529 | 472 | 0.6124 | 0.6297 | 0.6124 | 0.7825 |
288
- | No log | 5.5765 | 474 | 0.6257 | 0.6275 | 0.6257 | 0.7910 |
289
- | No log | 5.6 | 476 | 0.6666 | 0.6224 | 0.6666 | 0.8164 |
290
- | No log | 5.6235 | 478 | 0.6993 | 0.6474 | 0.6993 | 0.8362 |
291
- | No log | 5.6471 | 480 | 0.6777 | 0.6197 | 0.6777 | 0.8232 |
292
- | No log | 5.6706 | 482 | 0.6273 | 0.6414 | 0.6273 | 0.7920 |
293
- | No log | 5.6941 | 484 | 0.6277 | 0.5841 | 0.6277 | 0.7923 |
294
- | No log | 5.7176 | 486 | 0.6616 | 0.5641 | 0.6616 | 0.8134 |
295
- | No log | 5.7412 | 488 | 0.6588 | 0.5300 | 0.6588 | 0.8117 |
296
- | No log | 5.7647 | 490 | 0.6359 | 0.5759 | 0.6359 | 0.7974 |
297
- | No log | 5.7882 | 492 | 0.6271 | 0.6566 | 0.6271 | 0.7919 |
298
- | No log | 5.8118 | 494 | 0.6515 | 0.6554 | 0.6515 | 0.8072 |
299
- | No log | 5.8353 | 496 | 0.6489 | 0.6684 | 0.6489 | 0.8056 |
300
- | No log | 5.8588 | 498 | 0.6159 | 0.6343 | 0.6159 | 0.7848 |
301
- | 0.2697 | 5.8824 | 500 | 0.5883 | 0.6260 | 0.5883 | 0.7670 |
302
- | 0.2697 | 5.9059 | 502 | 0.5821 | 0.6627 | 0.5821 | 0.7629 |
303
- | 0.2697 | 5.9294 | 504 | 0.5815 | 0.6330 | 0.5815 | 0.7626 |
304
- | 0.2697 | 5.9529 | 506 | 0.5897 | 0.6345 | 0.5897 | 0.7679 |
305
- | 0.2697 | 5.9765 | 508 | 0.5804 | 0.6217 | 0.5804 | 0.7619 |
306
- | 0.2697 | 6.0 | 510 | 0.5846 | 0.6217 | 0.5846 | 0.7646 |
307
- | 0.2697 | 6.0235 | 512 | 0.6016 | 0.6564 | 0.6016 | 0.7756 |
308
- | 0.2697 | 6.0471 | 514 | 0.5896 | 0.5925 | 0.5896 | 0.7679 |
309
- | 0.2697 | 6.0706 | 516 | 0.5831 | 0.6102 | 0.5831 | 0.7636 |
310
- | 0.2697 | 6.0941 | 518 | 0.5708 | 0.5925 | 0.5708 | 0.7555 |
311
- | 0.2697 | 6.1176 | 520 | 0.5554 | 0.6330 | 0.5554 | 0.7453 |
312
- | 0.2697 | 6.1412 | 522 | 0.5516 | 0.6658 | 0.5516 | 0.7427 |
313
- | 0.2697 | 6.1647 | 524 | 0.5476 | 0.6658 | 0.5476 | 0.7400 |
314
- | 0.2697 | 6.1882 | 526 | 0.5653 | 0.6195 | 0.5653 | 0.7518 |
315
- | 0.2697 | 6.2118 | 528 | 0.5688 | 0.6217 | 0.5688 | 0.7542 |
316
- | 0.2697 | 6.2353 | 530 | 0.5640 | 0.6217 | 0.5640 | 0.7510 |
317
- | 0.2697 | 6.2588 | 532 | 0.5661 | 0.6364 | 0.5661 | 0.7524 |
318
- | 0.2697 | 6.2824 | 534 | 0.5771 | 0.6364 | 0.5771 | 0.7597 |
319
- | 0.2697 | 6.3059 | 536 | 0.5925 | 0.6537 | 0.5925 | 0.7698 |
320
- | 0.2697 | 6.3294 | 538 | 0.6075 | 0.6311 | 0.6075 | 0.7794 |
321
- | 0.2697 | 6.3529 | 540 | 0.6230 | 0.6370 | 0.6230 | 0.7893 |
322
- | 0.2697 | 6.3765 | 542 | 0.6356 | 0.6407 | 0.6356 | 0.7972 |
323
- | 0.2697 | 6.4 | 544 | 0.6519 | 0.5759 | 0.6519 | 0.8074 |
324
- | 0.2697 | 6.4235 | 546 | 0.6495 | 0.5536 | 0.6495 | 0.8059 |
325
- | 0.2697 | 6.4471 | 548 | 0.6358 | 0.5432 | 0.6358 | 0.7974 |
326
- | 0.2697 | 6.4706 | 550 | 0.6560 | 0.5770 | 0.6560 | 0.8100 |
327
- | 0.2697 | 6.4941 | 552 | 0.7175 | 0.5017 | 0.7175 | 0.8471 |
328
 
329
 
330
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k18_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k18_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: 0.6955
19
+ - Qwk: 0.5541
20
+ - Mse: 0.6955
21
+ - Rmse: 0.8339
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0222 | 2 | 4.1398 | 0.0130 | 4.1398 | 2.0346 |
53
+ | No log | 0.0444 | 4 | 2.3525 | 0.0458 | 2.3525 | 1.5338 |
54
+ | No log | 0.0667 | 6 | 1.5084 | -0.0457 | 1.5084 | 1.2282 |
55
+ | No log | 0.0889 | 8 | 1.3266 | -0.0695 | 1.3266 | 1.1518 |
56
+ | No log | 0.1111 | 10 | 2.0830 | 0.0709 | 2.0830 | 1.4433 |
57
+ | No log | 0.1333 | 12 | 2.4225 | 0.0618 | 2.4225 | 1.5564 |
58
+ | No log | 0.1556 | 14 | 1.7524 | 0.2137 | 1.7524 | 1.3238 |
59
+ | No log | 0.1778 | 16 | 0.8995 | 0.3776 | 0.8995 | 0.9484 |
60
+ | No log | 0.2 | 18 | 0.8415 | 0.3360 | 0.8415 | 0.9173 |
61
+ | No log | 0.2222 | 20 | 0.8698 | 0.2849 | 0.8698 | 0.9327 |
62
+ | No log | 0.2444 | 22 | 0.8543 | 0.3001 | 0.8543 | 0.9243 |
63
+ | No log | 0.2667 | 24 | 0.8116 | 0.3961 | 0.8116 | 0.9009 |
64
+ | No log | 0.2889 | 26 | 0.9272 | 0.3793 | 0.9272 | 0.9629 |
65
+ | No log | 0.3111 | 28 | 0.9571 | 0.3919 | 0.9571 | 0.9783 |
66
+ | No log | 0.3333 | 30 | 1.1281 | 0.375 | 1.1281 | 1.0621 |
67
+ | No log | 0.3556 | 32 | 1.3072 | 0.4079 | 1.3072 | 1.1433 |
68
+ | No log | 0.3778 | 34 | 0.9727 | 0.4053 | 0.9727 | 0.9863 |
69
+ | No log | 0.4 | 36 | 0.9531 | 0.4574 | 0.9531 | 0.9763 |
70
+ | No log | 0.4222 | 38 | 1.3637 | 0.3511 | 1.3637 | 1.1678 |
71
+ | No log | 0.4444 | 40 | 1.4513 | 0.3261 | 1.4513 | 1.2047 |
72
+ | No log | 0.4667 | 42 | 0.9842 | 0.5376 | 0.9842 | 0.9920 |
73
+ | No log | 0.4889 | 44 | 0.7493 | 0.5979 | 0.7493 | 0.8656 |
74
+ | No log | 0.5111 | 46 | 0.8381 | 0.6255 | 0.8381 | 0.9155 |
75
+ | No log | 0.5333 | 48 | 1.1957 | 0.4455 | 1.1957 | 1.0935 |
76
+ | No log | 0.5556 | 50 | 1.1459 | 0.4688 | 1.1459 | 1.0705 |
77
+ | No log | 0.5778 | 52 | 0.9064 | 0.6128 | 0.9064 | 0.9520 |
78
+ | No log | 0.6 | 54 | 0.7538 | 0.6602 | 0.7538 | 0.8682 |
79
+ | No log | 0.6222 | 56 | 0.7585 | 0.6384 | 0.7585 | 0.8709 |
80
+ | No log | 0.6444 | 58 | 0.7896 | 0.6369 | 0.7896 | 0.8886 |
81
+ | No log | 0.6667 | 60 | 0.7837 | 0.6188 | 0.7837 | 0.8853 |
82
+ | No log | 0.6889 | 62 | 0.7466 | 0.6412 | 0.7466 | 0.8641 |
83
+ | No log | 0.7111 | 64 | 0.7678 | 0.6202 | 0.7678 | 0.8763 |
84
+ | No log | 0.7333 | 66 | 0.8969 | 0.6322 | 0.8969 | 0.9471 |
85
+ | No log | 0.7556 | 68 | 0.7901 | 0.6264 | 0.7901 | 0.8889 |
86
+ | No log | 0.7778 | 70 | 0.8272 | 0.6516 | 0.8272 | 0.9095 |
87
+ | No log | 0.8 | 72 | 1.0201 | 0.5690 | 1.0201 | 1.0100 |
88
+ | No log | 0.8222 | 74 | 0.8797 | 0.6061 | 0.8797 | 0.9379 |
89
+ | No log | 0.8444 | 76 | 0.7088 | 0.5835 | 0.7088 | 0.8419 |
90
+ | No log | 0.8667 | 78 | 0.7069 | 0.6382 | 0.7069 | 0.8408 |
91
+ | No log | 0.8889 | 80 | 0.7209 | 0.6403 | 0.7209 | 0.8490 |
92
+ | No log | 0.9111 | 82 | 0.6601 | 0.6411 | 0.6601 | 0.8125 |
93
+ | No log | 0.9333 | 84 | 0.6473 | 0.6328 | 0.6473 | 0.8046 |
94
+ | No log | 0.9556 | 86 | 0.7222 | 0.6035 | 0.7222 | 0.8498 |
95
+ | No log | 0.9778 | 88 | 0.8216 | 0.5749 | 0.8216 | 0.9064 |
96
+ | No log | 1.0 | 90 | 0.7764 | 0.5564 | 0.7764 | 0.8811 |
97
+ | No log | 1.0222 | 92 | 0.8798 | 0.6370 | 0.8798 | 0.9380 |
98
+ | No log | 1.0444 | 94 | 1.0081 | 0.5873 | 1.0081 | 1.0040 |
99
+ | No log | 1.0667 | 96 | 0.8703 | 0.6075 | 0.8703 | 0.9329 |
100
+ | No log | 1.0889 | 98 | 0.8161 | 0.5620 | 0.8161 | 0.9034 |
101
+ | No log | 1.1111 | 100 | 1.0445 | 0.4643 | 1.0445 | 1.0220 |
102
+ | No log | 1.1333 | 102 | 0.9518 | 0.4905 | 0.9518 | 0.9756 |
103
+ | No log | 1.1556 | 104 | 0.8900 | 0.5350 | 0.8900 | 0.9434 |
104
+ | No log | 1.1778 | 106 | 0.7363 | 0.6063 | 0.7363 | 0.8581 |
105
+ | No log | 1.2 | 108 | 0.6991 | 0.6176 | 0.6991 | 0.8361 |
106
+ | No log | 1.2222 | 110 | 0.6769 | 0.6543 | 0.6769 | 0.8227 |
107
+ | No log | 1.2444 | 112 | 0.6478 | 0.6789 | 0.6478 | 0.8049 |
108
+ | No log | 1.2667 | 114 | 0.6286 | 0.6622 | 0.6286 | 0.7928 |
109
+ | No log | 1.2889 | 116 | 0.6189 | 0.6444 | 0.6189 | 0.7867 |
110
+ | No log | 1.3111 | 118 | 0.6170 | 0.6636 | 0.6170 | 0.7855 |
111
+ | No log | 1.3333 | 120 | 0.6370 | 0.6630 | 0.6370 | 0.7981 |
112
+ | No log | 1.3556 | 122 | 0.7052 | 0.6492 | 0.7052 | 0.8398 |
113
+ | No log | 1.3778 | 124 | 0.7420 | 0.6555 | 0.7420 | 0.8614 |
114
+ | No log | 1.4 | 126 | 0.7075 | 0.6706 | 0.7075 | 0.8411 |
115
+ | No log | 1.4222 | 128 | 0.6794 | 0.6568 | 0.6794 | 0.8242 |
116
+ | No log | 1.4444 | 130 | 0.7155 | 0.6396 | 0.7155 | 0.8459 |
117
+ | No log | 1.4667 | 132 | 0.7974 | 0.5536 | 0.7974 | 0.8930 |
118
+ | No log | 1.4889 | 134 | 0.7802 | 0.5359 | 0.7802 | 0.8833 |
119
+ | No log | 1.5111 | 136 | 0.6821 | 0.5830 | 0.6821 | 0.8259 |
120
+ | No log | 1.5333 | 138 | 0.7016 | 0.6148 | 0.7016 | 0.8376 |
121
+ | No log | 1.5556 | 140 | 0.8073 | 0.5574 | 0.8073 | 0.8985 |
122
+ | No log | 1.5778 | 142 | 1.0499 | 0.5505 | 1.0499 | 1.0247 |
123
+ | No log | 1.6 | 144 | 1.0556 | 0.5341 | 1.0556 | 1.0274 |
124
+ | No log | 1.6222 | 146 | 0.8334 | 0.5964 | 0.8334 | 0.9129 |
125
+ | No log | 1.6444 | 148 | 0.7358 | 0.6087 | 0.7358 | 0.8578 |
126
+ | No log | 1.6667 | 150 | 0.7060 | 0.6169 | 0.7060 | 0.8402 |
127
+ | No log | 1.6889 | 152 | 0.7040 | 0.6205 | 0.7040 | 0.8390 |
128
+ | No log | 1.7111 | 154 | 0.7093 | 0.6664 | 0.7093 | 0.8422 |
129
+ | No log | 1.7333 | 156 | 0.7376 | 0.6105 | 0.7376 | 0.8589 |
130
+ | No log | 1.7556 | 158 | 0.7629 | 0.5760 | 0.7629 | 0.8734 |
131
+ | No log | 1.7778 | 160 | 0.6822 | 0.6278 | 0.6822 | 0.8260 |
132
+ | No log | 1.8 | 162 | 0.6948 | 0.4874 | 0.6948 | 0.8336 |
133
+ | No log | 1.8222 | 164 | 0.7088 | 0.5737 | 0.7088 | 0.8419 |
134
+ | No log | 1.8444 | 166 | 0.7409 | 0.5999 | 0.7409 | 0.8608 |
135
+ | No log | 1.8667 | 168 | 0.7947 | 0.6134 | 0.7947 | 0.8914 |
136
+ | No log | 1.8889 | 170 | 0.8402 | 0.6336 | 0.8402 | 0.9166 |
137
+ | No log | 1.9111 | 172 | 0.9772 | 0.5455 | 0.9772 | 0.9885 |
138
+ | No log | 1.9333 | 174 | 0.9536 | 0.5155 | 0.9536 | 0.9765 |
139
+ | No log | 1.9556 | 176 | 0.7895 | 0.5772 | 0.7895 | 0.8885 |
140
+ | No log | 1.9778 | 178 | 0.7687 | 0.5709 | 0.7687 | 0.8768 |
141
+ | No log | 2.0 | 180 | 0.8661 | 0.5607 | 0.8661 | 0.9306 |
142
+ | No log | 2.0222 | 182 | 0.8385 | 0.5327 | 0.8385 | 0.9157 |
143
+ | No log | 2.0444 | 184 | 0.7522 | 0.5329 | 0.7522 | 0.8673 |
144
+ | No log | 2.0667 | 186 | 0.6930 | 0.6460 | 0.6930 | 0.8325 |
145
+ | No log | 2.0889 | 188 | 0.7108 | 0.5902 | 0.7108 | 0.8431 |
146
+ | No log | 2.1111 | 190 | 0.7402 | 0.6032 | 0.7402 | 0.8603 |
147
+ | No log | 2.1333 | 192 | 0.7540 | 0.6379 | 0.7540 | 0.8683 |
148
+ | No log | 2.1556 | 194 | 0.7703 | 0.6214 | 0.7703 | 0.8777 |
149
+ | No log | 2.1778 | 196 | 0.7653 | 0.5757 | 0.7653 | 0.8748 |
150
+ | No log | 2.2 | 198 | 0.7556 | 0.6168 | 0.7556 | 0.8693 |
151
+ | No log | 2.2222 | 200 | 0.7574 | 0.6388 | 0.7574 | 0.8703 |
152
+ | No log | 2.2444 | 202 | 0.8013 | 0.6131 | 0.8013 | 0.8952 |
153
+ | No log | 2.2667 | 204 | 0.7792 | 0.5988 | 0.7792 | 0.8827 |
154
+ | No log | 2.2889 | 206 | 0.7154 | 0.5534 | 0.7154 | 0.8458 |
155
+ | No log | 2.3111 | 208 | 0.7309 | 0.6044 | 0.7309 | 0.8550 |
156
+ | No log | 2.3333 | 210 | 0.7449 | 0.6044 | 0.7449 | 0.8631 |
157
+ | No log | 2.3556 | 212 | 0.7227 | 0.5140 | 0.7227 | 0.8501 |
158
+ | No log | 2.3778 | 214 | 0.7364 | 0.5911 | 0.7364 | 0.8582 |
159
+ | No log | 2.4 | 216 | 0.7531 | 0.6502 | 0.7531 | 0.8678 |
160
+ | No log | 2.4222 | 218 | 0.7599 | 0.6655 | 0.7599 | 0.8717 |
161
+ | No log | 2.4444 | 220 | 0.7347 | 0.6502 | 0.7347 | 0.8571 |
162
+ | No log | 2.4667 | 222 | 0.7116 | 0.5508 | 0.7116 | 0.8435 |
163
+ | No log | 2.4889 | 224 | 0.7082 | 0.5508 | 0.7082 | 0.8415 |
164
+ | No log | 2.5111 | 226 | 0.7132 | 0.6293 | 0.7132 | 0.8445 |
165
+ | No log | 2.5333 | 228 | 0.6740 | 0.6868 | 0.6740 | 0.8210 |
166
+ | No log | 2.5556 | 230 | 0.6374 | 0.6493 | 0.6374 | 0.7984 |
167
+ | No log | 2.5778 | 232 | 0.6255 | 0.7064 | 0.6255 | 0.7909 |
168
+ | No log | 2.6 | 234 | 0.5992 | 0.6813 | 0.5992 | 0.7741 |
169
+ | No log | 2.6222 | 236 | 0.5979 | 0.6536 | 0.5979 | 0.7732 |
170
+ | No log | 2.6444 | 238 | 0.5935 | 0.6709 | 0.5935 | 0.7704 |
171
+ | No log | 2.6667 | 240 | 0.5998 | 0.6709 | 0.5998 | 0.7744 |
172
+ | No log | 2.6889 | 242 | 0.6036 | 0.6553 | 0.6036 | 0.7769 |
173
+ | No log | 2.7111 | 244 | 0.6391 | 0.6846 | 0.6391 | 0.7994 |
174
+ | No log | 2.7333 | 246 | 0.6672 | 0.6368 | 0.6672 | 0.8168 |
175
+ | No log | 2.7556 | 248 | 0.7055 | 0.6070 | 0.7055 | 0.8399 |
176
+ | No log | 2.7778 | 250 | 0.7950 | 0.5621 | 0.7950 | 0.8917 |
177
+ | No log | 2.8 | 252 | 0.8469 | 0.5496 | 0.8469 | 0.9203 |
178
+ | No log | 2.8222 | 254 | 0.8259 | 0.5591 | 0.8259 | 0.9088 |
179
+ | No log | 2.8444 | 256 | 0.7961 | 0.6317 | 0.7961 | 0.8922 |
180
+ | No log | 2.8667 | 258 | 0.7341 | 0.6053 | 0.7341 | 0.8568 |
181
+ | No log | 2.8889 | 260 | 0.6814 | 0.6226 | 0.6814 | 0.8255 |
182
+ | No log | 2.9111 | 262 | 0.6586 | 0.6536 | 0.6586 | 0.8115 |
183
+ | No log | 2.9333 | 264 | 0.6423 | 0.6581 | 0.6423 | 0.8014 |
184
+ | No log | 2.9556 | 266 | 0.6378 | 0.6605 | 0.6378 | 0.7986 |
185
+ | No log | 2.9778 | 268 | 0.6261 | 0.6709 | 0.6261 | 0.7913 |
186
+ | No log | 3.0 | 270 | 0.6175 | 0.6545 | 0.6175 | 0.7858 |
187
+ | No log | 3.0222 | 272 | 0.6383 | 0.6626 | 0.6383 | 0.7989 |
188
+ | No log | 3.0444 | 274 | 0.6744 | 0.6018 | 0.6744 | 0.8212 |
189
+ | No log | 3.0667 | 276 | 0.6516 | 0.6128 | 0.6516 | 0.8072 |
190
+ | No log | 3.0889 | 278 | 0.6120 | 0.6345 | 0.6120 | 0.7823 |
191
+ | No log | 3.1111 | 280 | 0.6021 | 0.6470 | 0.6021 | 0.7760 |
192
+ | No log | 3.1333 | 282 | 0.6068 | 0.6572 | 0.6068 | 0.7790 |
193
+ | No log | 3.1556 | 284 | 0.6427 | 0.6709 | 0.6427 | 0.8017 |
194
+ | No log | 3.1778 | 286 | 0.6973 | 0.6535 | 0.6973 | 0.8351 |
195
+ | No log | 3.2 | 288 | 0.7003 | 0.6322 | 0.7003 | 0.8369 |
196
+ | No log | 3.2222 | 290 | 0.6896 | 0.5889 | 0.6896 | 0.8304 |
197
+ | No log | 3.2444 | 292 | 0.7025 | 0.5775 | 0.7025 | 0.8381 |
198
+ | No log | 3.2667 | 294 | 0.7002 | 0.6699 | 0.7002 | 0.8368 |
199
+ | No log | 3.2889 | 296 | 0.6841 | 0.6673 | 0.6841 | 0.8271 |
200
+ | No log | 3.3111 | 298 | 0.6798 | 0.6699 | 0.6798 | 0.8245 |
201
+ | No log | 3.3333 | 300 | 0.6938 | 0.5958 | 0.6938 | 0.8330 |
202
+ | No log | 3.3556 | 302 | 0.7510 | 0.6340 | 0.7510 | 0.8666 |
203
+ | No log | 3.3778 | 304 | 0.7070 | 0.5919 | 0.7070 | 0.8408 |
204
+ | No log | 3.4 | 306 | 0.6658 | 0.5969 | 0.6658 | 0.8160 |
205
+ | No log | 3.4222 | 308 | 0.6528 | 0.6464 | 0.6528 | 0.8079 |
206
+ | No log | 3.4444 | 310 | 0.6508 | 0.6298 | 0.6508 | 0.8068 |
207
+ | No log | 3.4667 | 312 | 0.6466 | 0.6549 | 0.6466 | 0.8041 |
208
+ | No log | 3.4889 | 314 | 0.6636 | 0.6623 | 0.6636 | 0.8146 |
209
+ | No log | 3.5111 | 316 | 0.6743 | 0.6599 | 0.6743 | 0.8212 |
210
+ | No log | 3.5333 | 318 | 0.6626 | 0.6503 | 0.6626 | 0.8140 |
211
+ | No log | 3.5556 | 320 | 0.6584 | 0.6503 | 0.6584 | 0.8114 |
212
+ | No log | 3.5778 | 322 | 0.6618 | 0.6637 | 0.6618 | 0.8135 |
213
+ | No log | 3.6 | 324 | 0.6459 | 0.6423 | 0.6459 | 0.8037 |
214
+ | No log | 3.6222 | 326 | 0.6114 | 0.6955 | 0.6114 | 0.7819 |
215
+ | No log | 3.6444 | 328 | 0.6075 | 0.6470 | 0.6075 | 0.7794 |
216
+ | No log | 3.6667 | 330 | 0.5978 | 0.7224 | 0.5978 | 0.7732 |
217
+ | No log | 3.6889 | 332 | 0.6220 | 0.6714 | 0.6220 | 0.7887 |
218
+ | No log | 3.7111 | 334 | 0.6524 | 0.6379 | 0.6524 | 0.8077 |
219
+ | No log | 3.7333 | 336 | 0.6828 | 0.6527 | 0.6828 | 0.8263 |
220
+ | No log | 3.7556 | 338 | 0.6846 | 0.6179 | 0.6846 | 0.8274 |
221
+ | No log | 3.7778 | 340 | 0.6597 | 0.6261 | 0.6597 | 0.8122 |
222
+ | No log | 3.8 | 342 | 0.6743 | 0.6781 | 0.6743 | 0.8211 |
223
+ | No log | 3.8222 | 344 | 0.7062 | 0.6148 | 0.7062 | 0.8404 |
224
+ | No log | 3.8444 | 346 | 0.7647 | 0.6061 | 0.7647 | 0.8745 |
225
+ | No log | 3.8667 | 348 | 0.7119 | 0.6328 | 0.7119 | 0.8438 |
226
+ | No log | 3.8889 | 350 | 0.6759 | 0.6789 | 0.6759 | 0.8222 |
227
+ | No log | 3.9111 | 352 | 0.7181 | 0.6129 | 0.7181 | 0.8474 |
228
+ | No log | 3.9333 | 354 | 0.7892 | 0.6294 | 0.7892 | 0.8883 |
229
+ | No log | 3.9556 | 356 | 0.7363 | 0.6197 | 0.7363 | 0.8581 |
230
+ | No log | 3.9778 | 358 | 0.6416 | 0.6347 | 0.6416 | 0.8010 |
231
+ | No log | 4.0 | 360 | 0.6252 | 0.6589 | 0.6252 | 0.7907 |
232
+ | No log | 4.0222 | 362 | 0.6336 | 0.6589 | 0.6336 | 0.7960 |
233
+ | No log | 4.0444 | 364 | 0.6398 | 0.6447 | 0.6398 | 0.7999 |
234
+ | No log | 4.0667 | 366 | 0.6549 | 0.6447 | 0.6549 | 0.8093 |
235
+ | No log | 4.0889 | 368 | 0.6615 | 0.6355 | 0.6615 | 0.8134 |
236
+ | No log | 4.1111 | 370 | 0.6598 | 0.6408 | 0.6598 | 0.8123 |
237
+ | No log | 4.1333 | 372 | 0.6493 | 0.6408 | 0.6493 | 0.8058 |
238
+ | No log | 4.1556 | 374 | 0.6406 | 0.6286 | 0.6406 | 0.8004 |
239
+ | No log | 4.1778 | 376 | 0.6409 | 0.4957 | 0.6409 | 0.8005 |
240
+ | No log | 4.2 | 378 | 0.6418 | 0.5819 | 0.6418 | 0.8011 |
241
+ | No log | 4.2222 | 380 | 0.6366 | 0.6167 | 0.6366 | 0.7979 |
242
+ | No log | 4.2444 | 382 | 0.6295 | 0.6399 | 0.6295 | 0.7934 |
243
+ | No log | 4.2667 | 384 | 0.6355 | 0.6484 | 0.6355 | 0.7972 |
244
+ | No log | 4.2889 | 386 | 0.6471 | 0.5772 | 0.6471 | 0.8044 |
245
+ | No log | 4.3111 | 388 | 0.6143 | 0.6060 | 0.6143 | 0.7838 |
246
+ | No log | 4.3333 | 390 | 0.6166 | 0.6129 | 0.6166 | 0.7852 |
247
+ | No log | 4.3556 | 392 | 0.6069 | 0.5726 | 0.6069 | 0.7791 |
248
+ | No log | 4.3778 | 394 | 0.6111 | 0.6650 | 0.6111 | 0.7817 |
249
+ | No log | 4.4 | 396 | 0.6445 | 0.6909 | 0.6445 | 0.8028 |
250
+ | No log | 4.4222 | 398 | 0.6656 | 0.6805 | 0.6656 | 0.8159 |
251
+ | No log | 4.4444 | 400 | 0.6511 | 0.6846 | 0.6511 | 0.8069 |
252
+ | No log | 4.4667 | 402 | 0.6306 | 0.6690 | 0.6306 | 0.7941 |
253
+ | No log | 4.4889 | 404 | 0.6290 | 0.6097 | 0.6290 | 0.7931 |
254
+ | No log | 4.5111 | 406 | 0.6142 | 0.6409 | 0.6142 | 0.7837 |
255
+ | No log | 4.5333 | 408 | 0.5995 | 0.6830 | 0.5995 | 0.7742 |
256
+ | No log | 4.5556 | 410 | 0.5949 | 0.6923 | 0.5949 | 0.7713 |
257
+ | No log | 4.5778 | 412 | 0.6073 | 0.7054 | 0.6073 | 0.7793 |
258
+ | No log | 4.6 | 414 | 0.6467 | 0.6472 | 0.6467 | 0.8042 |
259
+ | No log | 4.6222 | 416 | 0.6606 | 0.6446 | 0.6606 | 0.8128 |
260
+ | No log | 4.6444 | 418 | 0.6677 | 0.6476 | 0.6677 | 0.8172 |
261
+ | No log | 4.6667 | 420 | 0.7456 | 0.5841 | 0.7456 | 0.8635 |
262
+ | No log | 4.6889 | 422 | 0.7070 | 0.5344 | 0.7070 | 0.8409 |
263
+ | No log | 4.7111 | 424 | 0.6359 | 0.5809 | 0.6359 | 0.7974 |
264
+ | No log | 4.7333 | 426 | 0.6830 | 0.5763 | 0.6830 | 0.8264 |
265
+ | No log | 4.7556 | 428 | 0.8293 | 0.5266 | 0.8293 | 0.9107 |
266
+ | No log | 4.7778 | 430 | 0.8823 | 0.5604 | 0.8823 | 0.9393 |
267
+ | No log | 4.8 | 432 | 0.8024 | 0.6025 | 0.8024 | 0.8958 |
268
+ | No log | 4.8222 | 434 | 0.6827 | 0.6602 | 0.6827 | 0.8263 |
269
+ | No log | 4.8444 | 436 | 0.6588 | 0.5275 | 0.6588 | 0.8116 |
270
+ | No log | 4.8667 | 438 | 0.6567 | 0.5068 | 0.6567 | 0.8104 |
271
+ | No log | 4.8889 | 440 | 0.6353 | 0.5845 | 0.6353 | 0.7970 |
272
+ | No log | 4.9111 | 442 | 0.6492 | 0.6311 | 0.6492 | 0.8057 |
273
+ | No log | 4.9333 | 444 | 0.6618 | 0.6325 | 0.6618 | 0.8135 |
274
+ | No log | 4.9556 | 446 | 0.6406 | 0.5886 | 0.6406 | 0.8004 |
275
+ | No log | 4.9778 | 448 | 0.6651 | 0.5343 | 0.6651 | 0.8155 |
276
+ | No log | 5.0 | 450 | 0.6623 | 0.5228 | 0.6623 | 0.8138 |
277
+ | No log | 5.0222 | 452 | 0.6231 | 0.5856 | 0.6231 | 0.7894 |
278
+ | No log | 5.0444 | 454 | 0.6333 | 0.6120 | 0.6333 | 0.7958 |
279
+ | No log | 5.0667 | 456 | 0.6521 | 0.6733 | 0.6521 | 0.8075 |
280
+ | No log | 5.0889 | 458 | 0.6825 | 0.6326 | 0.6825 | 0.8261 |
281
+ | No log | 5.1111 | 460 | 0.7244 | 0.5987 | 0.7244 | 0.8511 |
282
+ | No log | 5.1333 | 462 | 0.7223 | 0.5730 | 0.7223 | 0.8499 |
283
+ | No log | 5.1556 | 464 | 0.6741 | 0.5707 | 0.6741 | 0.8210 |
284
+ | No log | 5.1778 | 466 | 0.6585 | 0.6051 | 0.6585 | 0.8115 |
285
+ | No log | 5.2 | 468 | 0.7177 | 0.6685 | 0.7177 | 0.8472 |
286
+ | No log | 5.2222 | 470 | 0.7885 | 0.5877 | 0.7885 | 0.8880 |
287
+ | No log | 5.2444 | 472 | 0.7754 | 0.6145 | 0.7754 | 0.8806 |
288
+ | No log | 5.2667 | 474 | 0.7041 | 0.5972 | 0.7041 | 0.8391 |
289
+ | No log | 5.2889 | 476 | 0.6521 | 0.5884 | 0.6521 | 0.8075 |
290
+ | No log | 5.3111 | 478 | 0.6536 | 0.5300 | 0.6536 | 0.8084 |
291
+ | No log | 5.3333 | 480 | 0.6679 | 0.5326 | 0.6679 | 0.8172 |
292
+ | No log | 5.3556 | 482 | 0.6477 | 0.6047 | 0.6477 | 0.8048 |
293
+ | No log | 5.3778 | 484 | 0.6176 | 0.6217 | 0.6176 | 0.7859 |
294
+ | No log | 5.4 | 486 | 0.6294 | 0.6732 | 0.6294 | 0.7933 |
295
+ | No log | 5.4222 | 488 | 0.6571 | 0.6684 | 0.6571 | 0.8106 |
296
+ | No log | 5.4444 | 490 | 0.6322 | 0.6449 | 0.6322 | 0.7951 |
297
+ | No log | 5.4667 | 492 | 0.6281 | 0.6486 | 0.6281 | 0.7925 |
298
+ | No log | 5.4889 | 494 | 0.6217 | 0.6266 | 0.6217 | 0.7885 |
299
+ | No log | 5.5111 | 496 | 0.6279 | 0.5759 | 0.6279 | 0.7924 |
300
+ | No log | 5.5333 | 498 | 0.6287 | 0.5759 | 0.6287 | 0.7929 |
301
+ | 0.2826 | 5.5556 | 500 | 0.6282 | 0.6498 | 0.6282 | 0.7926 |
302
+ | 0.2826 | 5.5778 | 502 | 0.6217 | 0.6575 | 0.6217 | 0.7884 |
303
+ | 0.2826 | 5.6 | 504 | 0.6158 | 0.6398 | 0.6158 | 0.7847 |
304
+ | 0.2826 | 5.6222 | 506 | 0.6317 | 0.5950 | 0.6317 | 0.7948 |
305
+ | 0.2826 | 5.6444 | 508 | 0.7153 | 0.5889 | 0.7153 | 0.8457 |
306
+ | 0.2826 | 5.6667 | 510 | 0.7640 | 0.5821 | 0.7640 | 0.8741 |
307
+ | 0.2826 | 5.6889 | 512 | 0.6955 | 0.5541 | 0.6955 | 0.8339 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions