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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_task7_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_run1_AugV5_k17_task7_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_run1_AugV5_k17_task7_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: 0.5573
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- - Qwk: 0.4479
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- - Mse: 0.5573
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- - Rmse: 0.7465
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  ## Model description
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@@ -49,286 +49,298 @@ 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 | 0.0351 | 2 | 2.4984 | -0.0593 | 2.4984 | 1.5806 |
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- | No log | 0.0702 | 4 | 1.2488 | 0.0987 | 1.2488 | 1.1175 |
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- | No log | 0.1053 | 6 | 0.9315 | 0.1685 | 0.9315 | 0.9651 |
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- | No log | 0.1404 | 8 | 0.8848 | -0.0354 | 0.8848 | 0.9406 |
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- | No log | 0.1754 | 10 | 1.0820 | -0.2685 | 1.0820 | 1.0402 |
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- | No log | 0.2105 | 12 | 1.1396 | -0.2311 | 1.1396 | 1.0675 |
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- | No log | 0.2456 | 14 | 0.9291 | -0.0426 | 0.9291 | 0.9639 |
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- | No log | 0.2807 | 16 | 0.8822 | 0.0 | 0.8822 | 0.9392 |
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- | No log | 0.3158 | 18 | 0.9031 | -0.0426 | 0.9031 | 0.9503 |
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- | No log | 0.3509 | 20 | 0.8042 | 0.0 | 0.8042 | 0.8968 |
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- | No log | 0.3860 | 22 | 0.7751 | 0.0393 | 0.7751 | 0.8804 |
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- | No log | 0.4211 | 24 | 0.8461 | 0.0078 | 0.8461 | 0.9199 |
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- | No log | 0.4561 | 26 | 0.8552 | 0.0547 | 0.8552 | 0.9248 |
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- | No log | 0.4912 | 28 | 0.9317 | 0.1685 | 0.9317 | 0.9653 |
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- | No log | 0.5263 | 30 | 0.8854 | 0.1328 | 0.8854 | 0.9410 |
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- | No log | 0.5614 | 32 | 0.6983 | 0.0027 | 0.6983 | 0.8356 |
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- | No log | 0.5965 | 34 | 0.6799 | 0.2857 | 0.6799 | 0.8245 |
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- | No log | 0.6316 | 36 | 0.7033 | 0.2085 | 0.7033 | 0.8386 |
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- | No log | 0.6667 | 38 | 0.7469 | -0.0389 | 0.7469 | 0.8642 |
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- | No log | 0.7018 | 40 | 0.9358 | 0.0203 | 0.9358 | 0.9673 |
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- | No log | 0.7368 | 42 | 1.1116 | 0.0679 | 1.1116 | 1.0543 |
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- | No log | 0.7719 | 44 | 1.1057 | 0.0679 | 1.1057 | 1.0515 |
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- | No log | 0.8070 | 46 | 0.9756 | -0.0173 | 0.9756 | 0.9877 |
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- | No log | 0.8421 | 48 | 0.8167 | 0.0940 | 0.8167 | 0.9037 |
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- | No log | 0.8772 | 50 | 0.7631 | 0.3173 | 0.7631 | 0.8736 |
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- | No log | 0.9123 | 52 | 0.8424 | 0.3192 | 0.8424 | 0.9178 |
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- | No log | 0.9474 | 54 | 0.8142 | 0.3466 | 0.8142 | 0.9023 |
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- | No log | 0.9825 | 56 | 0.6228 | 0.3125 | 0.6228 | 0.7892 |
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- | No log | 1.0175 | 58 | 0.6276 | 0.2930 | 0.6276 | 0.7922 |
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- | No log | 1.0526 | 60 | 0.7168 | 0.3166 | 0.7168 | 0.8466 |
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- | No log | 1.0877 | 62 | 0.7462 | 0.1139 | 0.7462 | 0.8638 |
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- | No log | 1.1228 | 64 | 0.7654 | 0.0393 | 0.7654 | 0.8749 |
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- | No log | 1.1579 | 66 | 0.8057 | 0.0 | 0.8057 | 0.8976 |
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- | No log | 1.1930 | 68 | 0.9004 | 0.0053 | 0.9004 | 0.9489 |
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- | No log | 1.2281 | 70 | 0.8840 | 0.1711 | 0.8840 | 0.9402 |
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- | No log | 1.2632 | 72 | 0.8711 | 0.2066 | 0.8711 | 0.9333 |
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- | No log | 1.2982 | 74 | 0.8544 | 0.2046 | 0.8544 | 0.9243 |
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- | No log | 1.3333 | 76 | 0.8293 | 0.2435 | 0.8293 | 0.9107 |
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- | No log | 1.3684 | 78 | 0.7546 | 0.1770 | 0.7546 | 0.8687 |
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- | No log | 1.4035 | 80 | 0.6524 | 0.1272 | 0.6524 | 0.8077 |
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- | No log | 1.4386 | 82 | 0.6055 | 0.1591 | 0.6055 | 0.7781 |
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- | No log | 1.4737 | 84 | 0.5788 | 0.2930 | 0.5788 | 0.7608 |
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- | No log | 1.5088 | 86 | 0.5787 | 0.2930 | 0.5787 | 0.7607 |
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- | No log | 1.5439 | 88 | 0.5835 | 0.3228 | 0.5835 | 0.7639 |
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- | No log | 1.5789 | 90 | 0.6276 | 0.2389 | 0.6276 | 0.7922 |
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- | No log | 1.6140 | 92 | 0.6691 | 0.2743 | 0.6691 | 0.8180 |
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- | No log | 1.6491 | 94 | 0.6737 | 0.2389 | 0.6737 | 0.8208 |
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- | No log | 1.6842 | 96 | 0.7614 | 0.2408 | 0.7614 | 0.8726 |
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- | No log | 1.7193 | 98 | 0.7570 | 0.2066 | 0.7570 | 0.8700 |
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- | No log | 1.7544 | 100 | 0.6542 | 0.2418 | 0.6542 | 0.8089 |
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- | No log | 1.7895 | 102 | 0.6264 | 0.3196 | 0.6264 | 0.7915 |
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- | No log | 1.8246 | 104 | 0.6868 | 0.3586 | 0.6868 | 0.8287 |
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- | No log | 1.8596 | 106 | 0.6354 | 0.3196 | 0.6354 | 0.7971 |
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- | No log | 1.8947 | 108 | 0.6756 | 0.3061 | 0.6756 | 0.8220 |
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- | No log | 1.9298 | 110 | 0.7321 | 0.3010 | 0.7321 | 0.8556 |
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- | No log | 1.9649 | 112 | 0.6819 | 0.3320 | 0.6819 | 0.8258 |
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- | No log | 2.0 | 114 | 0.6418 | 0.4535 | 0.6418 | 0.8011 |
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- | No log | 2.0351 | 116 | 0.6120 | 0.5034 | 0.6120 | 0.7823 |
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- | No log | 2.0702 | 118 | 0.6458 | 0.4788 | 0.6458 | 0.8036 |
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- | No log | 2.1053 | 120 | 0.6959 | 0.4292 | 0.6959 | 0.8342 |
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- | No log | 2.1404 | 122 | 0.8567 | 0.2045 | 0.8567 | 0.9256 |
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- | No log | 2.1754 | 124 | 0.8337 | 0.2294 | 0.8337 | 0.9131 |
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- | No log | 2.2105 | 126 | 0.7485 | 0.2574 | 0.7485 | 0.8652 |
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- | No log | 2.2456 | 128 | 0.8785 | 0.1823 | 0.8785 | 0.9373 |
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- | No log | 2.2807 | 130 | 0.9234 | 0.2323 | 0.9234 | 0.9609 |
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- | No log | 2.3158 | 132 | 0.8268 | 0.2476 | 0.8268 | 0.9093 |
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- | No log | 2.3509 | 134 | 0.7220 | 0.1558 | 0.7220 | 0.8497 |
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- | No log | 2.3860 | 136 | 0.7681 | 0.2913 | 0.7681 | 0.8764 |
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- | No log | 2.4211 | 138 | 0.9021 | 0.3261 | 0.9021 | 0.9498 |
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- | No log | 2.4561 | 140 | 0.9599 | 0.3131 | 0.9599 | 0.9798 |
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- | No log | 2.4912 | 142 | 0.9084 | 0.3167 | 0.9084 | 0.9531 |
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- | No log | 2.5263 | 144 | 0.7904 | 0.2498 | 0.7904 | 0.8891 |
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- | No log | 2.5614 | 146 | 0.7184 | 0.2043 | 0.7184 | 0.8476 |
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- | No log | 2.5965 | 148 | 0.7713 | 0.2708 | 0.7713 | 0.8782 |
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- | No log | 2.6316 | 150 | 0.8180 | 0.2886 | 0.8180 | 0.9044 |
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- | No log | 2.6667 | 152 | 0.8193 | 0.3103 | 0.8193 | 0.9051 |
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- | No log | 2.7018 | 154 | 0.7711 | 0.3113 | 0.7711 | 0.8781 |
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- | No log | 2.7368 | 156 | 0.6987 | 0.3729 | 0.6987 | 0.8359 |
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- | No log | 2.7719 | 158 | 0.6560 | 0.3884 | 0.6560 | 0.8100 |
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- | No log | 2.8070 | 160 | 0.6279 | 0.3738 | 0.6279 | 0.7924 |
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- | No log | 2.8421 | 162 | 0.6109 | 0.4505 | 0.6109 | 0.7816 |
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- | No log | 2.8772 | 164 | 0.5875 | 0.4249 | 0.5875 | 0.7665 |
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- | No log | 2.9123 | 166 | 0.5782 | 0.3919 | 0.5782 | 0.7604 |
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- | No log | 2.9474 | 168 | 0.5865 | 0.4315 | 0.5865 | 0.7658 |
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- | No log | 2.9825 | 170 | 0.5555 | 0.4419 | 0.5555 | 0.7453 |
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- | No log | 3.0175 | 172 | 0.5603 | 0.5397 | 0.5603 | 0.7486 |
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- | No log | 3.0526 | 174 | 0.5456 | 0.5050 | 0.5456 | 0.7387 |
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- | No log | 3.0877 | 176 | 0.5608 | 0.4504 | 0.5608 | 0.7489 |
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- | No log | 3.1228 | 178 | 0.5511 | 0.5457 | 0.5511 | 0.7423 |
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- | No log | 3.1579 | 180 | 0.5863 | 0.4389 | 0.5863 | 0.7657 |
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- | No log | 3.1930 | 182 | 0.5755 | 0.3942 | 0.5755 | 0.7586 |
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- | No log | 3.2281 | 184 | 0.5774 | 0.3029 | 0.5774 | 0.7599 |
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- | No log | 3.2632 | 186 | 0.6023 | 0.3445 | 0.6023 | 0.7761 |
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- | No log | 3.2982 | 188 | 0.6249 | 0.3494 | 0.6249 | 0.7905 |
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- | No log | 3.3333 | 190 | 0.6245 | 0.2181 | 0.6245 | 0.7903 |
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- | No log | 3.3684 | 192 | 0.6353 | 0.1277 | 0.6353 | 0.7970 |
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- | No log | 3.4035 | 194 | 0.6362 | 0.2041 | 0.6362 | 0.7976 |
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- | No log | 3.4386 | 196 | 0.6134 | 0.3213 | 0.6134 | 0.7832 |
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- | No log | 3.4737 | 198 | 0.5985 | 0.4752 | 0.5985 | 0.7736 |
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- | No log | 3.5088 | 200 | 0.5868 | 0.4059 | 0.5868 | 0.7660 |
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- | No log | 3.5439 | 202 | 0.5700 | 0.4455 | 0.5700 | 0.7550 |
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- | No log | 3.5789 | 204 | 0.5754 | 0.5491 | 0.5754 | 0.7586 |
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- | No log | 3.6140 | 206 | 0.6563 | 0.4568 | 0.6563 | 0.8101 |
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- | No log | 3.6491 | 208 | 0.5988 | 0.5421 | 0.5988 | 0.7738 |
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- | No log | 3.6842 | 210 | 0.5864 | 0.4704 | 0.5864 | 0.7658 |
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- | No log | 3.7193 | 212 | 0.6351 | 0.5042 | 0.6351 | 0.7969 |
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- | No log | 3.7544 | 214 | 0.6252 | 0.4684 | 0.6252 | 0.7907 |
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- | No log | 3.7895 | 216 | 0.5792 | 0.4020 | 0.5792 | 0.7610 |
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- | No log | 3.8246 | 218 | 0.5596 | 0.3788 | 0.5596 | 0.7481 |
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- | No log | 3.8596 | 220 | 0.5471 | 0.3919 | 0.5471 | 0.7397 |
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- | No log | 3.8947 | 222 | 0.5395 | 0.3919 | 0.5395 | 0.7345 |
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- | No log | 3.9298 | 224 | 0.5489 | 0.4243 | 0.5489 | 0.7409 |
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- | No log | 3.9649 | 226 | 0.5384 | 0.4243 | 0.5384 | 0.7337 |
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- | No log | 4.0 | 228 | 0.5280 | 0.4908 | 0.5280 | 0.7266 |
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- | No log | 4.0351 | 230 | 0.5630 | 0.6514 | 0.5630 | 0.7503 |
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- | No log | 4.0702 | 232 | 0.5821 | 0.6526 | 0.5821 | 0.7630 |
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- | No log | 4.1053 | 234 | 0.5617 | 0.5974 | 0.5617 | 0.7495 |
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- | No log | 4.1404 | 236 | 0.5589 | 0.5827 | 0.5589 | 0.7476 |
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- | No log | 4.1754 | 238 | 0.5556 | 0.5739 | 0.5556 | 0.7454 |
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- | No log | 4.2105 | 240 | 0.6062 | 0.5983 | 0.6062 | 0.7786 |
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- | No log | 4.2456 | 242 | 0.6560 | 0.4740 | 0.6560 | 0.8099 |
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- | No log | 4.2807 | 244 | 0.6548 | 0.4122 | 0.6548 | 0.8092 |
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- | No log | 4.3158 | 246 | 0.5668 | 0.5136 | 0.5668 | 0.7529 |
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- | No log | 4.3509 | 248 | 0.5298 | 0.5719 | 0.5298 | 0.7279 |
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- | No log | 4.3860 | 250 | 0.5475 | 0.5289 | 0.5475 | 0.7400 |
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- | No log | 4.4211 | 252 | 0.5703 | 0.4352 | 0.5703 | 0.7552 |
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- | No log | 4.4561 | 254 | 0.5669 | 0.5036 | 0.5669 | 0.7529 |
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- | No log | 4.4912 | 256 | 0.5698 | 0.4111 | 0.5698 | 0.7549 |
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- | No log | 4.5263 | 258 | 0.6521 | 0.3730 | 0.6521 | 0.8075 |
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- | No log | 4.5614 | 260 | 0.6698 | 0.4395 | 0.6698 | 0.8184 |
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- | No log | 4.5965 | 262 | 0.6963 | 0.3957 | 0.6963 | 0.8345 |
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- | No log | 4.6316 | 264 | 0.7033 | 0.4189 | 0.7033 | 0.8386 |
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- | No log | 4.6667 | 266 | 0.6275 | 0.4442 | 0.6275 | 0.7921 |
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- | No log | 4.7018 | 268 | 0.5527 | 0.5697 | 0.5527 | 0.7435 |
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- | No log | 4.7368 | 270 | 0.5818 | 0.4854 | 0.5818 | 0.7627 |
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- | No log | 4.7719 | 272 | 0.5899 | 0.4854 | 0.5899 | 0.7680 |
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- | No log | 4.8070 | 274 | 0.5672 | 0.4605 | 0.5672 | 0.7531 |
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- | No log | 4.8421 | 276 | 0.5793 | 0.5494 | 0.5793 | 0.7611 |
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- | No log | 4.8772 | 278 | 0.6502 | 0.4459 | 0.6502 | 0.8064 |
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- | No log | 4.9123 | 280 | 0.6368 | 0.5384 | 0.6368 | 0.7980 |
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- | No log | 4.9474 | 282 | 0.5586 | 0.4590 | 0.5586 | 0.7474 |
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- | No log | 4.9825 | 284 | 0.5729 | 0.3341 | 0.5729 | 0.7569 |
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- | No log | 5.0175 | 286 | 0.6788 | 0.4052 | 0.6788 | 0.8239 |
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- | No log | 5.0526 | 288 | 0.7099 | 0.3963 | 0.7099 | 0.8425 |
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- | No log | 5.0877 | 290 | 0.6505 | 0.3425 | 0.6505 | 0.8065 |
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- | No log | 5.1228 | 292 | 0.6422 | 0.3211 | 0.6422 | 0.8014 |
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- | No log | 5.1579 | 294 | 0.6760 | 0.3785 | 0.6760 | 0.8222 |
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- | No log | 5.1930 | 296 | 0.6737 | 0.3425 | 0.6737 | 0.8208 |
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- | No log | 5.2281 | 298 | 0.6666 | 0.3096 | 0.6666 | 0.8165 |
201
- | No log | 5.2632 | 300 | 0.6809 | 0.3314 | 0.6809 | 0.8252 |
202
- | No log | 5.2982 | 302 | 0.6867 | 0.3023 | 0.6867 | 0.8287 |
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- | No log | 5.3333 | 304 | 0.6646 | 0.3340 | 0.6646 | 0.8153 |
204
- | No log | 5.3684 | 306 | 0.6558 | 0.4719 | 0.6558 | 0.8098 |
205
- | No log | 5.4035 | 308 | 0.6858 | 0.4099 | 0.6858 | 0.8282 |
206
- | No log | 5.4386 | 310 | 0.7065 | 0.4789 | 0.7065 | 0.8405 |
207
- | No log | 5.4737 | 312 | 0.6611 | 0.4096 | 0.6611 | 0.8131 |
208
- | No log | 5.5088 | 314 | 0.6353 | 0.4569 | 0.6353 | 0.7971 |
209
- | No log | 5.5439 | 316 | 0.6187 | 0.4253 | 0.6187 | 0.7866 |
210
- | No log | 5.5789 | 318 | 0.6110 | 0.3296 | 0.6110 | 0.7817 |
211
- | No log | 5.6140 | 320 | 0.6216 | 0.3622 | 0.6216 | 0.7884 |
212
- | No log | 5.6491 | 322 | 0.6248 | 0.3622 | 0.6248 | 0.7904 |
213
- | No log | 5.6842 | 324 | 0.6002 | 0.3050 | 0.6002 | 0.7747 |
214
- | No log | 5.7193 | 326 | 0.6119 | 0.3530 | 0.6119 | 0.7822 |
215
- | No log | 5.7544 | 328 | 0.7103 | 0.3970 | 0.7103 | 0.8428 |
216
- | No log | 5.7895 | 330 | 0.7962 | 0.4024 | 0.7962 | 0.8923 |
217
- | No log | 5.8246 | 332 | 0.7607 | 0.4024 | 0.7607 | 0.8722 |
218
- | No log | 5.8596 | 334 | 0.6546 | 0.4694 | 0.6546 | 0.8091 |
219
- | No log | 5.8947 | 336 | 0.5979 | 0.3863 | 0.5979 | 0.7732 |
220
- | No log | 5.9298 | 338 | 0.5935 | 0.3837 | 0.5935 | 0.7704 |
221
- | No log | 5.9649 | 340 | 0.5898 | 0.3995 | 0.5898 | 0.7680 |
222
- | No log | 6.0 | 342 | 0.5822 | 0.3886 | 0.5822 | 0.7630 |
223
- | No log | 6.0351 | 344 | 0.5776 | 0.3939 | 0.5776 | 0.7600 |
224
- | No log | 6.0702 | 346 | 0.5882 | 0.3050 | 0.5882 | 0.7670 |
225
- | No log | 6.1053 | 348 | 0.6163 | 0.3737 | 0.6163 | 0.7850 |
226
- | No log | 6.1404 | 350 | 0.6332 | 0.3737 | 0.6332 | 0.7958 |
227
- | No log | 6.1754 | 352 | 0.6289 | 0.3737 | 0.6289 | 0.7930 |
228
- | No log | 6.2105 | 354 | 0.5864 | 0.3976 | 0.5864 | 0.7657 |
229
- | No log | 6.2456 | 356 | 0.5790 | 0.4262 | 0.5790 | 0.7609 |
230
- | No log | 6.2807 | 358 | 0.6136 | 0.5584 | 0.6136 | 0.7833 |
231
- | No log | 6.3158 | 360 | 0.6030 | 0.5368 | 0.6030 | 0.7765 |
232
- | No log | 6.3509 | 362 | 0.5644 | 0.4569 | 0.5644 | 0.7513 |
233
- | No log | 6.3860 | 364 | 0.5534 | 0.4338 | 0.5534 | 0.7439 |
234
- | No log | 6.4211 | 366 | 0.5536 | 0.4724 | 0.5536 | 0.7441 |
235
- | No log | 6.4561 | 368 | 0.5468 | 0.4724 | 0.5468 | 0.7395 |
236
- | No log | 6.4912 | 370 | 0.5511 | 0.5397 | 0.5511 | 0.7423 |
237
- | No log | 6.5263 | 372 | 0.5697 | 0.5266 | 0.5697 | 0.7548 |
238
- | No log | 6.5614 | 374 | 0.5634 | 0.5554 | 0.5634 | 0.7506 |
239
- | No log | 6.5965 | 376 | 0.5273 | 0.6046 | 0.5273 | 0.7262 |
240
- | No log | 6.6316 | 378 | 0.5354 | 0.4555 | 0.5354 | 0.7317 |
241
- | No log | 6.6667 | 380 | 0.5321 | 0.4555 | 0.5321 | 0.7295 |
242
- | No log | 6.7018 | 382 | 0.5256 | 0.4857 | 0.5256 | 0.7250 |
243
- | No log | 6.7368 | 384 | 0.5219 | 0.4206 | 0.5219 | 0.7224 |
244
- | No log | 6.7719 | 386 | 0.5366 | 0.5104 | 0.5366 | 0.7326 |
245
- | No log | 6.8070 | 388 | 0.5298 | 0.5345 | 0.5298 | 0.7279 |
246
- | No log | 6.8421 | 390 | 0.5290 | 0.5286 | 0.5290 | 0.7273 |
247
- | No log | 6.8772 | 392 | 0.5438 | 0.6068 | 0.5438 | 0.7374 |
248
- | No log | 6.9123 | 394 | 0.5355 | 0.5042 | 0.5355 | 0.7318 |
249
- | No log | 6.9474 | 396 | 0.5347 | 0.5177 | 0.5347 | 0.7312 |
250
- | No log | 6.9825 | 398 | 0.5339 | 0.4419 | 0.5339 | 0.7307 |
251
- | No log | 7.0175 | 400 | 0.5451 | 0.3919 | 0.5451 | 0.7383 |
252
- | No log | 7.0526 | 402 | 0.5683 | 0.4352 | 0.5683 | 0.7538 |
253
- | No log | 7.0877 | 404 | 0.5528 | 0.4618 | 0.5528 | 0.7435 |
254
- | No log | 7.1228 | 406 | 0.5306 | 0.4378 | 0.5306 | 0.7285 |
255
- | No log | 7.1579 | 408 | 0.5275 | 0.5246 | 0.5275 | 0.7263 |
256
- | No log | 7.1930 | 410 | 0.5305 | 0.5028 | 0.5305 | 0.7284 |
257
- | No log | 7.2281 | 412 | 0.5312 | 0.4960 | 0.5312 | 0.7289 |
258
- | No log | 7.2632 | 414 | 0.5353 | 0.5283 | 0.5353 | 0.7316 |
259
- | No log | 7.2982 | 416 | 0.5314 | 0.5189 | 0.5314 | 0.7289 |
260
- | No log | 7.3333 | 418 | 0.5223 | 0.6215 | 0.5223 | 0.7227 |
261
- | No log | 7.3684 | 420 | 0.5286 | 0.4795 | 0.5286 | 0.7270 |
262
- | No log | 7.4035 | 422 | 0.5276 | 0.4642 | 0.5276 | 0.7264 |
263
- | No log | 7.4386 | 424 | 0.5195 | 0.6125 | 0.5195 | 0.7207 |
264
- | No log | 7.4737 | 426 | 0.5708 | 0.5046 | 0.5708 | 0.7555 |
265
- | No log | 7.5088 | 428 | 0.6119 | 0.5031 | 0.6119 | 0.7822 |
266
- | No log | 7.5439 | 430 | 0.5968 | 0.4756 | 0.5968 | 0.7725 |
267
- | No log | 7.5789 | 432 | 0.5465 | 0.5574 | 0.5465 | 0.7393 |
268
- | No log | 7.6140 | 434 | 0.5300 | 0.5248 | 0.5300 | 0.7280 |
269
- | No log | 7.6491 | 436 | 0.5353 | 0.4983 | 0.5353 | 0.7316 |
270
- | No log | 7.6842 | 438 | 0.5342 | 0.5003 | 0.5342 | 0.7309 |
271
- | No log | 7.7193 | 440 | 0.5387 | 0.5885 | 0.5387 | 0.7340 |
272
- | No log | 7.7544 | 442 | 0.5506 | 0.5649 | 0.5506 | 0.7420 |
273
- | No log | 7.7895 | 444 | 0.5696 | 0.5352 | 0.5696 | 0.7548 |
274
- | No log | 7.8246 | 446 | 0.5850 | 0.5498 | 0.5850 | 0.7649 |
275
- | No log | 7.8596 | 448 | 0.5513 | 0.6295 | 0.5513 | 0.7425 |
276
- | No log | 7.8947 | 450 | 0.5260 | 0.5232 | 0.5260 | 0.7252 |
277
- | No log | 7.9298 | 452 | 0.5393 | 0.5345 | 0.5393 | 0.7344 |
278
- | No log | 7.9649 | 454 | 0.5344 | 0.5056 | 0.5344 | 0.7310 |
279
- | No log | 8.0 | 456 | 0.5403 | 0.4634 | 0.5403 | 0.7350 |
280
- | No log | 8.0351 | 458 | 0.5994 | 0.4237 | 0.5994 | 0.7742 |
281
- | No log | 8.0702 | 460 | 0.6717 | 0.3783 | 0.6717 | 0.8196 |
282
- | No log | 8.1053 | 462 | 0.6546 | 0.4289 | 0.6546 | 0.8091 |
283
- | No log | 8.1404 | 464 | 0.5764 | 0.5010 | 0.5764 | 0.7592 |
284
- | No log | 8.1754 | 466 | 0.5353 | 0.4837 | 0.5353 | 0.7316 |
285
- | No log | 8.2105 | 468 | 0.5634 | 0.4835 | 0.5634 | 0.7506 |
286
- | No log | 8.2456 | 470 | 0.5780 | 0.4835 | 0.5780 | 0.7602 |
287
- | No log | 8.2807 | 472 | 0.5540 | 0.4270 | 0.5540 | 0.7443 |
288
- | No log | 8.3158 | 474 | 0.5374 | 0.4437 | 0.5374 | 0.7331 |
289
- | No log | 8.3509 | 476 | 0.5362 | 0.4437 | 0.5362 | 0.7323 |
290
- | No log | 8.3860 | 478 | 0.5425 | 0.4437 | 0.5425 | 0.7366 |
291
- | No log | 8.4211 | 480 | 0.5481 | 0.4534 | 0.5481 | 0.7403 |
292
- | No log | 8.4561 | 482 | 0.5615 | 0.4911 | 0.5615 | 0.7493 |
293
- | No log | 8.4912 | 484 | 0.5435 | 0.5086 | 0.5435 | 0.7372 |
294
- | No log | 8.5263 | 486 | 0.5273 | 0.4945 | 0.5273 | 0.7262 |
295
- | No log | 8.5614 | 488 | 0.5190 | 0.5498 | 0.5190 | 0.7204 |
296
- | No log | 8.5965 | 490 | 0.5078 | 0.6082 | 0.5078 | 0.7126 |
297
- | No log | 8.6316 | 492 | 0.5031 | 0.6518 | 0.5031 | 0.7093 |
298
- | No log | 8.6667 | 494 | 0.5026 | 0.6518 | 0.5026 | 0.7090 |
299
- | No log | 8.7018 | 496 | 0.5012 | 0.6518 | 0.5012 | 0.7079 |
300
- | No log | 8.7368 | 498 | 0.5017 | 0.5995 | 0.5017 | 0.7083 |
301
- | 0.3285 | 8.7719 | 500 | 0.5110 | 0.5142 | 0.5110 | 0.7148 |
302
- | 0.3285 | 8.8070 | 502 | 0.5117 | 0.4681 | 0.5117 | 0.7153 |
303
- | 0.3285 | 8.8421 | 504 | 0.5103 | 0.5307 | 0.5103 | 0.7144 |
304
- | 0.3285 | 8.8772 | 506 | 0.5098 | 0.5752 | 0.5098 | 0.7140 |
305
- | 0.3285 | 8.9123 | 508 | 0.5019 | 0.6129 | 0.5019 | 0.7084 |
306
- | 0.3285 | 8.9474 | 510 | 0.5039 | 0.6359 | 0.5039 | 0.7099 |
307
- | 0.3285 | 8.9825 | 512 | 0.5034 | 0.6286 | 0.5034 | 0.7095 |
308
- | 0.3285 | 9.0175 | 514 | 0.5021 | 0.6518 | 0.5021 | 0.7086 |
309
- | 0.3285 | 9.0526 | 516 | 0.5193 | 0.5741 | 0.5193 | 0.7207 |
310
- | 0.3285 | 9.0877 | 518 | 0.5045 | 0.5708 | 0.5045 | 0.7103 |
311
- | 0.3285 | 9.1228 | 520 | 0.4941 | 0.5882 | 0.4941 | 0.7029 |
312
- | 0.3285 | 9.1579 | 522 | 0.5163 | 0.5017 | 0.5163 | 0.7186 |
313
- | 0.3285 | 9.1930 | 524 | 0.5483 | 0.4753 | 0.5483 | 0.7404 |
314
- | 0.3285 | 9.2281 | 526 | 0.5304 | 0.4753 | 0.5304 | 0.7283 |
315
- | 0.3285 | 9.2632 | 528 | 0.4969 | 0.5209 | 0.4969 | 0.7049 |
316
- | 0.3285 | 9.2982 | 530 | 0.4929 | 0.5605 | 0.4929 | 0.7021 |
317
- | 0.3285 | 9.3333 | 532 | 0.4943 | 0.5208 | 0.4943 | 0.7031 |
318
- | 0.3285 | 9.3684 | 534 | 0.4969 | 0.4970 | 0.4969 | 0.7049 |
319
- | 0.3285 | 9.4035 | 536 | 0.4995 | 0.5782 | 0.4995 | 0.7068 |
320
- | 0.3285 | 9.4386 | 538 | 0.5157 | 0.5861 | 0.5157 | 0.7181 |
321
- | 0.3285 | 9.4737 | 540 | 0.5231 | 0.5796 | 0.5231 | 0.7233 |
322
- | 0.3285 | 9.5088 | 542 | 0.5159 | 0.5796 | 0.5159 | 0.7183 |
323
- | 0.3285 | 9.5439 | 544 | 0.5441 | 0.5721 | 0.5441 | 0.7376 |
324
- | 0.3285 | 9.5789 | 546 | 0.5597 | 0.5313 | 0.5597 | 0.7482 |
325
- | 0.3285 | 9.6140 | 548 | 0.5149 | 0.5495 | 0.5149 | 0.7175 |
326
- | 0.3285 | 9.6491 | 550 | 0.5141 | 0.5455 | 0.5141 | 0.7170 |
327
- | 0.3285 | 9.6842 | 552 | 0.5855 | 0.4602 | 0.5855 | 0.7652 |
328
- | 0.3285 | 9.7193 | 554 | 0.6102 | 0.4576 | 0.6102 | 0.7812 |
329
- | 0.3285 | 9.7544 | 556 | 0.5799 | 0.4576 | 0.5799 | 0.7615 |
330
- | 0.3285 | 9.7895 | 558 | 0.5762 | 0.4479 | 0.5762 | 0.7591 |
331
- | 0.3285 | 9.8246 | 560 | 0.5573 | 0.4479 | 0.5573 | 0.7465 |
 
 
 
 
 
 
 
 
 
 
 
 
332
 
333
 
334
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_task7_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_run1_AugV5_k18_task7_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: 0.8680
19
+ - Qwk: 0.2365
20
+ - Mse: 0.8680
21
+ - Rmse: 0.9317
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0328 | 2 | 2.5840 | -0.0262 | 2.5840 | 1.6075 |
53
+ | No log | 0.0656 | 4 | 1.3201 | 0.0715 | 1.3201 | 1.1490 |
54
+ | No log | 0.0984 | 6 | 1.1051 | -0.0550 | 1.1051 | 1.0512 |
55
+ | No log | 0.1311 | 8 | 0.9591 | -0.1217 | 0.9591 | 0.9793 |
56
+ | No log | 0.1639 | 10 | 0.9505 | -0.0831 | 0.9505 | 0.9749 |
57
+ | No log | 0.1967 | 12 | 0.9154 | -0.0831 | 0.9154 | 0.9568 |
58
+ | No log | 0.2295 | 14 | 0.8866 | -0.0831 | 0.8866 | 0.9416 |
59
+ | No log | 0.2623 | 16 | 0.8812 | -0.0426 | 0.8812 | 0.9387 |
60
+ | No log | 0.2951 | 18 | 0.8881 | 0.0 | 0.8881 | 0.9424 |
61
+ | No log | 0.3279 | 20 | 0.9565 | -0.0375 | 0.9565 | 0.9780 |
62
+ | No log | 0.3607 | 22 | 1.0030 | 0.0506 | 1.0030 | 1.0015 |
63
+ | No log | 0.3934 | 24 | 1.0074 | 0.0518 | 1.0074 | 1.0037 |
64
+ | No log | 0.4262 | 26 | 0.9072 | -0.0375 | 0.9072 | 0.9525 |
65
+ | No log | 0.4590 | 28 | 0.8628 | 0.0679 | 0.8628 | 0.9289 |
66
+ | No log | 0.4918 | 30 | 0.8475 | 0.1050 | 0.8475 | 0.9206 |
67
+ | No log | 0.5246 | 32 | 0.8056 | 0.1790 | 0.8056 | 0.8976 |
68
+ | No log | 0.5574 | 34 | 0.8680 | 0.0790 | 0.8680 | 0.9317 |
69
+ | No log | 0.5902 | 36 | 0.9636 | 0.0864 | 0.9636 | 0.9816 |
70
+ | No log | 0.6230 | 38 | 1.0828 | 0.0985 | 1.0828 | 1.0406 |
71
+ | No log | 0.6557 | 40 | 1.0006 | 0.0980 | 1.0006 | 1.0003 |
72
+ | No log | 0.6885 | 42 | 0.8256 | 0.1724 | 0.8256 | 0.9086 |
73
+ | No log | 0.7213 | 44 | 0.7557 | 0.1754 | 0.7557 | 0.8693 |
74
+ | No log | 0.7541 | 46 | 0.7608 | 0.0937 | 0.7608 | 0.8722 |
75
+ | No log | 0.7869 | 48 | 0.7681 | 0.0937 | 0.7681 | 0.8764 |
76
+ | No log | 0.8197 | 50 | 0.8681 | 0.0522 | 0.8681 | 0.9317 |
77
+ | No log | 0.8525 | 52 | 0.7729 | 0.0 | 0.7729 | 0.8791 |
78
+ | No log | 0.8852 | 54 | 0.7380 | -0.0054 | 0.7380 | 0.8591 |
79
+ | No log | 0.9180 | 56 | 0.8137 | 0.0 | 0.8137 | 0.9021 |
80
+ | No log | 0.9508 | 58 | 0.9215 | -0.0320 | 0.9215 | 0.9600 |
81
+ | No log | 0.9836 | 60 | 0.8777 | 0.0 | 0.8777 | 0.9369 |
82
+ | No log | 1.0164 | 62 | 0.8359 | 0.0327 | 0.8359 | 0.9143 |
83
+ | No log | 1.0492 | 64 | 0.8493 | 0.0757 | 0.8493 | 0.9216 |
84
+ | No log | 1.0820 | 66 | 0.8543 | -0.0054 | 0.8543 | 0.9243 |
85
+ | No log | 1.1148 | 68 | 0.8676 | -0.0054 | 0.8676 | 0.9315 |
86
+ | No log | 1.1475 | 70 | 0.8776 | 0.0359 | 0.8776 | 0.9368 |
87
+ | No log | 1.1803 | 72 | 0.9848 | -0.1217 | 0.9848 | 0.9923 |
88
+ | No log | 1.2131 | 74 | 1.0568 | -0.0173 | 1.0568 | 1.0280 |
89
+ | No log | 1.2459 | 76 | 1.0406 | 0.0890 | 1.0406 | 1.0201 |
90
+ | No log | 1.2787 | 78 | 1.1094 | 0.0875 | 1.1094 | 1.0533 |
91
+ | No log | 1.3115 | 80 | 1.1289 | -0.0012 | 1.1289 | 1.0625 |
92
+ | No log | 1.3443 | 82 | 1.0312 | 0.0524 | 1.0312 | 1.0155 |
93
+ | No log | 1.3770 | 84 | 1.0261 | 0.0587 | 1.0261 | 1.0130 |
94
+ | No log | 1.4098 | 86 | 1.1465 | -0.0471 | 1.1465 | 1.0708 |
95
+ | No log | 1.4426 | 88 | 1.2240 | -0.0334 | 1.2240 | 1.1063 |
96
+ | No log | 1.4754 | 90 | 1.2586 | 0.0221 | 1.2586 | 1.1219 |
97
+ | No log | 1.5082 | 92 | 1.2648 | -0.0069 | 1.2648 | 1.1246 |
98
+ | No log | 1.5410 | 94 | 1.1711 | -0.0497 | 1.1711 | 1.0822 |
99
+ | No log | 1.5738 | 96 | 1.1057 | 0.0059 | 1.1057 | 1.0515 |
100
+ | No log | 1.6066 | 98 | 0.8697 | 0.3187 | 0.8697 | 0.9326 |
101
+ | No log | 1.6393 | 100 | 0.8209 | 0.2590 | 0.8209 | 0.9060 |
102
+ | No log | 1.6721 | 102 | 0.8406 | 0.0816 | 0.8406 | 0.9168 |
103
+ | No log | 1.7049 | 104 | 0.8551 | 0.1699 | 0.8551 | 0.9247 |
104
+ | No log | 1.7377 | 106 | 0.8956 | 0.0687 | 0.8956 | 0.9464 |
105
+ | No log | 1.7705 | 108 | 0.9083 | 0.0469 | 0.9083 | 0.9530 |
106
+ | No log | 1.8033 | 110 | 0.8541 | 0.1135 | 0.8541 | 0.9242 |
107
+ | No log | 1.8361 | 112 | 0.8267 | 0.1775 | 0.8267 | 0.9092 |
108
+ | No log | 1.8689 | 114 | 0.8430 | 0.1386 | 0.8430 | 0.9181 |
109
+ | No log | 1.9016 | 116 | 0.9092 | 0.1391 | 0.9092 | 0.9535 |
110
+ | No log | 1.9344 | 118 | 1.0026 | 0.1793 | 1.0026 | 1.0013 |
111
+ | No log | 1.9672 | 120 | 1.1144 | 0.1521 | 1.1144 | 1.0557 |
112
+ | No log | 2.0 | 122 | 1.0565 | 0.1850 | 1.0565 | 1.0278 |
113
+ | No log | 2.0328 | 124 | 0.9942 | 0.0476 | 0.9942 | 0.9971 |
114
+ | No log | 2.0656 | 126 | 1.0528 | 0.1248 | 1.0528 | 1.0261 |
115
+ | No log | 2.0984 | 128 | 1.1987 | 0.1412 | 1.1987 | 1.0948 |
116
+ | No log | 2.1311 | 130 | 1.0208 | 0.0932 | 1.0208 | 1.0103 |
117
+ | No log | 2.1639 | 132 | 0.9437 | 0.2085 | 0.9437 | 0.9715 |
118
+ | No log | 2.1967 | 134 | 1.0624 | 0.1479 | 1.0624 | 1.0307 |
119
+ | No log | 2.2295 | 136 | 0.9777 | 0.2303 | 0.9777 | 0.9888 |
120
+ | No log | 2.2623 | 138 | 0.8651 | 0.1984 | 0.8651 | 0.9301 |
121
+ | No log | 2.2951 | 140 | 0.8806 | 0.1102 | 0.8806 | 0.9384 |
122
+ | No log | 2.3279 | 142 | 0.8505 | 0.1285 | 0.8505 | 0.9222 |
123
+ | No log | 2.3607 | 144 | 0.8964 | 0.1161 | 0.8964 | 0.9468 |
124
+ | No log | 2.3934 | 146 | 0.9087 | 0.1487 | 0.9087 | 0.9533 |
125
+ | No log | 2.4262 | 148 | 0.8471 | 0.1356 | 0.8471 | 0.9204 |
126
+ | No log | 2.4590 | 150 | 0.8398 | 0.1321 | 0.8398 | 0.9164 |
127
+ | No log | 2.4918 | 152 | 0.8431 | 0.1716 | 0.8431 | 0.9182 |
128
+ | No log | 2.5246 | 154 | 0.9311 | 0.2600 | 0.9310 | 0.9649 |
129
+ | No log | 2.5574 | 156 | 1.0932 | 0.1482 | 1.0932 | 1.0456 |
130
+ | No log | 2.5902 | 158 | 1.0204 | 0.2389 | 1.0204 | 1.0101 |
131
+ | No log | 2.6230 | 160 | 0.8014 | 0.1828 | 0.8014 | 0.8952 |
132
+ | No log | 2.6557 | 162 | 0.7385 | 0.2787 | 0.7385 | 0.8594 |
133
+ | No log | 2.6885 | 164 | 0.8680 | 0.2784 | 0.8680 | 0.9316 |
134
+ | No log | 2.7213 | 166 | 0.8571 | 0.2784 | 0.8571 | 0.9258 |
135
+ | No log | 2.7541 | 168 | 0.7140 | 0.3238 | 0.7140 | 0.8450 |
136
+ | No log | 2.7869 | 170 | 0.6879 | 0.3863 | 0.6879 | 0.8294 |
137
+ | No log | 2.8197 | 172 | 0.7423 | 0.3729 | 0.7423 | 0.8616 |
138
+ | No log | 2.8525 | 174 | 0.7798 | 0.3051 | 0.7798 | 0.8830 |
139
+ | No log | 2.8852 | 176 | 0.7785 | 0.2505 | 0.7785 | 0.8824 |
140
+ | No log | 2.9180 | 178 | 0.9296 | 0.2784 | 0.9296 | 0.9642 |
141
+ | No log | 2.9508 | 180 | 0.9132 | 0.2724 | 0.9132 | 0.9556 |
142
+ | No log | 2.9836 | 182 | 0.8297 | 0.3625 | 0.8297 | 0.9109 |
143
+ | No log | 3.0164 | 184 | 0.9835 | 0.1974 | 0.9835 | 0.9917 |
144
+ | No log | 3.0492 | 186 | 1.0231 | 0.2070 | 1.0231 | 1.0115 |
145
+ | No log | 3.0820 | 188 | 0.9031 | 0.1259 | 0.9031 | 0.9503 |
146
+ | No log | 3.1148 | 190 | 0.7570 | 0.2170 | 0.7570 | 0.8701 |
147
+ | No log | 3.1475 | 192 | 0.7634 | 0.2440 | 0.7634 | 0.8737 |
148
+ | No log | 3.1803 | 194 | 0.8019 | 0.1995 | 0.8019 | 0.8955 |
149
+ | No log | 3.2131 | 196 | 0.7569 | 0.3341 | 0.7569 | 0.8700 |
150
+ | No log | 3.2459 | 198 | 0.7703 | 0.1091 | 0.7703 | 0.8777 |
151
+ | No log | 3.2787 | 200 | 0.8144 | 0.0807 | 0.8144 | 0.9024 |
152
+ | No log | 3.3115 | 202 | 0.7990 | 0.1091 | 0.7990 | 0.8939 |
153
+ | No log | 3.3443 | 204 | 0.8039 | 0.1782 | 0.8039 | 0.8966 |
154
+ | No log | 3.3770 | 206 | 0.8175 | 0.1986 | 0.8175 | 0.9042 |
155
+ | No log | 3.4098 | 208 | 0.8726 | 0.1915 | 0.8726 | 0.9341 |
156
+ | No log | 3.4426 | 210 | 0.8942 | 0.1915 | 0.8942 | 0.9456 |
157
+ | No log | 3.4754 | 212 | 0.8991 | 0.1992 | 0.8991 | 0.9482 |
158
+ | No log | 3.5082 | 214 | 0.9658 | 0.2291 | 0.9658 | 0.9827 |
159
+ | No log | 3.5410 | 216 | 0.9747 | 0.2451 | 0.9747 | 0.9873 |
160
+ | No log | 3.5738 | 218 | 0.9601 | 0.1801 | 0.9601 | 0.9798 |
161
+ | No log | 3.6066 | 220 | 0.9264 | 0.1801 | 0.9264 | 0.9625 |
162
+ | No log | 3.6393 | 222 | 0.9170 | 0.2301 | 0.9170 | 0.9576 |
163
+ | No log | 3.6721 | 224 | 0.8407 | 0.2553 | 0.8407 | 0.9169 |
164
+ | No log | 3.7049 | 226 | 0.8449 | 0.1860 | 0.8449 | 0.9192 |
165
+ | No log | 3.7377 | 228 | 0.8343 | 0.1860 | 0.8343 | 0.9134 |
166
+ | No log | 3.7705 | 230 | 0.8187 | 0.2291 | 0.8187 | 0.9048 |
167
+ | No log | 3.8033 | 232 | 0.8455 | 0.2262 | 0.8455 | 0.9195 |
168
+ | No log | 3.8361 | 234 | 0.8233 | 0.2291 | 0.8233 | 0.9073 |
169
+ | No log | 3.8689 | 236 | 0.8371 | 0.2163 | 0.8371 | 0.9149 |
170
+ | No log | 3.9016 | 238 | 0.9022 | 0.1162 | 0.9022 | 0.9498 |
171
+ | No log | 3.9344 | 240 | 0.8593 | 0.2016 | 0.8593 | 0.9270 |
172
+ | No log | 3.9672 | 242 | 0.8953 | 0.1826 | 0.8953 | 0.9462 |
173
+ | No log | 4.0 | 244 | 0.9868 | 0.2917 | 0.9868 | 0.9934 |
174
+ | No log | 4.0328 | 246 | 0.8752 | 0.2183 | 0.8752 | 0.9355 |
175
+ | No log | 4.0656 | 248 | 0.8436 | 0.2302 | 0.8436 | 0.9185 |
176
+ | No log | 4.0984 | 250 | 0.8670 | 0.2980 | 0.8670 | 0.9311 |
177
+ | No log | 4.1311 | 252 | 0.9055 | 0.1826 | 0.9055 | 0.9516 |
178
+ | No log | 4.1639 | 254 | 0.8773 | 0.2262 | 0.8773 | 0.9366 |
179
+ | No log | 4.1967 | 256 | 0.8691 | 0.1695 | 0.8691 | 0.9323 |
180
+ | No log | 4.2295 | 258 | 1.0187 | 0.0903 | 1.0187 | 1.0093 |
181
+ | No log | 4.2623 | 260 | 1.0219 | 0.0606 | 1.0219 | 1.0109 |
182
+ | No log | 4.2951 | 262 | 0.8871 | 0.0494 | 0.8871 | 0.9418 |
183
+ | No log | 4.3279 | 264 | 0.8072 | 0.1577 | 0.8072 | 0.8985 |
184
+ | No log | 4.3607 | 266 | 0.9731 | 0.3356 | 0.9731 | 0.9864 |
185
+ | No log | 4.3934 | 268 | 1.0028 | 0.3699 | 1.0028 | 1.0014 |
186
+ | No log | 4.4262 | 270 | 0.8600 | 0.3409 | 0.8600 | 0.9273 |
187
+ | No log | 4.4590 | 272 | 0.8295 | 0.1489 | 0.8295 | 0.9108 |
188
+ | No log | 4.4918 | 274 | 0.8530 | 0.0378 | 0.8530 | 0.9236 |
189
+ | No log | 4.5246 | 276 | 0.8536 | 0.0909 | 0.8536 | 0.9239 |
190
+ | No log | 4.5574 | 278 | 0.8872 | 0.2993 | 0.8872 | 0.9419 |
191
+ | No log | 4.5902 | 280 | 0.8859 | 0.2993 | 0.8859 | 0.9412 |
192
+ | No log | 4.6230 | 282 | 0.8652 | 0.2693 | 0.8652 | 0.9302 |
193
+ | No log | 4.6557 | 284 | 0.8884 | 0.2544 | 0.8884 | 0.9426 |
194
+ | No log | 4.6885 | 286 | 1.0233 | 0.3089 | 1.0233 | 1.0116 |
195
+ | No log | 4.7213 | 288 | 1.0205 | 0.2651 | 1.0205 | 1.0102 |
196
+ | No log | 4.7541 | 290 | 0.8718 | 0.2542 | 0.8718 | 0.9337 |
197
+ | No log | 4.7869 | 292 | 0.8089 | 0.2224 | 0.8089 | 0.8994 |
198
+ | No log | 4.8197 | 294 | 0.8151 | 0.2953 | 0.8151 | 0.9028 |
199
+ | No log | 4.8525 | 296 | 0.9727 | 0.2754 | 0.9727 | 0.9863 |
200
+ | No log | 4.8852 | 298 | 1.0847 | 0.2591 | 1.0847 | 1.0415 |
201
+ | No log | 4.9180 | 300 | 0.9542 | 0.2807 | 0.9542 | 0.9768 |
202
+ | No log | 4.9508 | 302 | 0.7732 | 0.3340 | 0.7732 | 0.8793 |
203
+ | No log | 4.9836 | 304 | 0.7417 | 0.2715 | 0.7417 | 0.8612 |
204
+ | No log | 5.0164 | 306 | 0.7445 | 0.1797 | 0.7445 | 0.8629 |
205
+ | No log | 5.0492 | 308 | 0.7372 | 0.2419 | 0.7372 | 0.8586 |
206
+ | No log | 5.0820 | 310 | 0.7673 | 0.3452 | 0.7673 | 0.8760 |
207
+ | No log | 5.1148 | 312 | 0.8839 | 0.3305 | 0.8839 | 0.9401 |
208
+ | No log | 5.1475 | 314 | 1.0093 | 0.3022 | 1.0093 | 1.0046 |
209
+ | No log | 5.1803 | 316 | 0.9158 | 0.2804 | 0.9158 | 0.9570 |
210
+ | No log | 5.2131 | 318 | 0.7931 | 0.3172 | 0.7931 | 0.8906 |
211
+ | No log | 5.2459 | 320 | 0.7766 | 0.2777 | 0.7766 | 0.8813 |
212
+ | No log | 5.2787 | 322 | 0.7792 | 0.2038 | 0.7792 | 0.8827 |
213
+ | No log | 5.3115 | 324 | 0.7876 | 0.2302 | 0.7876 | 0.8875 |
214
+ | No log | 5.3443 | 326 | 0.8424 | 0.3274 | 0.8424 | 0.9178 |
215
+ | No log | 5.3770 | 328 | 0.9350 | 0.2539 | 0.9350 | 0.9669 |
216
+ | No log | 5.4098 | 330 | 0.9539 | 0.2861 | 0.9539 | 0.9767 |
217
+ | No log | 5.4426 | 332 | 0.8488 | 0.3221 | 0.8488 | 0.9213 |
218
+ | No log | 5.4754 | 334 | 0.7879 | 0.2749 | 0.7879 | 0.8876 |
219
+ | No log | 5.5082 | 336 | 0.7690 | 0.2302 | 0.7690 | 0.8769 |
220
+ | No log | 5.5410 | 338 | 0.7772 | 0.2749 | 0.7772 | 0.8816 |
221
+ | No log | 5.5738 | 340 | 0.9201 | 0.2861 | 0.9201 | 0.9592 |
222
+ | No log | 5.6066 | 342 | 1.0247 | 0.3128 | 1.0247 | 1.0123 |
223
+ | No log | 5.6393 | 344 | 0.9294 | 0.2861 | 0.9294 | 0.9641 |
224
+ | No log | 5.6721 | 346 | 0.7597 | 0.3340 | 0.7597 | 0.8716 |
225
+ | No log | 5.7049 | 348 | 0.7361 | 0.3239 | 0.7361 | 0.8580 |
226
+ | No log | 5.7377 | 350 | 0.7547 | 0.3222 | 0.7547 | 0.8687 |
227
+ | No log | 5.7705 | 352 | 0.7791 | 0.3613 | 0.7791 | 0.8827 |
228
+ | No log | 5.8033 | 354 | 0.8798 | 0.3059 | 0.8798 | 0.9380 |
229
+ | No log | 5.8361 | 356 | 0.8801 | 0.2725 | 0.8801 | 0.9381 |
230
+ | No log | 5.8689 | 358 | 0.7771 | 0.3458 | 0.7771 | 0.8815 |
231
+ | No log | 5.9016 | 360 | 0.7129 | 0.3070 | 0.7129 | 0.8443 |
232
+ | No log | 5.9344 | 362 | 0.7100 | 0.3502 | 0.7100 | 0.8426 |
233
+ | No log | 5.9672 | 364 | 0.7122 | 0.3552 | 0.7122 | 0.8439 |
234
+ | No log | 6.0 | 366 | 0.7175 | 0.3398 | 0.7175 | 0.8471 |
235
+ | No log | 6.0328 | 368 | 0.7146 | 0.3552 | 0.7146 | 0.8453 |
236
+ | No log | 6.0656 | 370 | 0.7253 | 0.3129 | 0.7253 | 0.8516 |
237
+ | No log | 6.0984 | 372 | 0.7402 | 0.3738 | 0.7402 | 0.8603 |
238
+ | No log | 6.1311 | 374 | 0.8221 | 0.3365 | 0.8221 | 0.9067 |
239
+ | No log | 6.1639 | 376 | 0.8762 | 0.3432 | 0.8762 | 0.9360 |
240
+ | No log | 6.1967 | 378 | 0.8563 | 0.3760 | 0.8563 | 0.9254 |
241
+ | No log | 6.2295 | 380 | 0.7438 | 0.3861 | 0.7438 | 0.8624 |
242
+ | No log | 6.2623 | 382 | 0.7255 | 0.3022 | 0.7255 | 0.8518 |
243
+ | No log | 6.2951 | 384 | 0.7256 | 0.3970 | 0.7256 | 0.8518 |
244
+ | No log | 6.3279 | 386 | 0.7615 | 0.3769 | 0.7615 | 0.8727 |
245
+ | No log | 6.3607 | 388 | 0.8499 | 0.3034 | 0.8499 | 0.9219 |
246
+ | No log | 6.3934 | 390 | 0.8467 | 0.3034 | 0.8467 | 0.9201 |
247
+ | No log | 6.4262 | 392 | 0.7895 | 0.2467 | 0.7895 | 0.8885 |
248
+ | No log | 6.4590 | 394 | 0.7446 | 0.2652 | 0.7446 | 0.8629 |
249
+ | No log | 6.4918 | 396 | 0.7442 | 0.3296 | 0.7442 | 0.8626 |
250
+ | No log | 6.5246 | 398 | 0.7537 | 0.3308 | 0.7537 | 0.8681 |
251
+ | No log | 6.5574 | 400 | 0.7897 | 0.2827 | 0.7897 | 0.8887 |
252
+ | No log | 6.5902 | 402 | 0.7798 | 0.3349 | 0.7798 | 0.8831 |
253
+ | No log | 6.6230 | 404 | 0.7967 | 0.3028 | 0.7967 | 0.8926 |
254
+ | No log | 6.6557 | 406 | 0.8237 | 0.2873 | 0.8237 | 0.9076 |
255
+ | No log | 6.6885 | 408 | 0.8520 | 0.3447 | 0.8520 | 0.9230 |
256
+ | No log | 6.7213 | 410 | 0.9423 | 0.3059 | 0.9423 | 0.9707 |
257
+ | No log | 6.7541 | 412 | 0.8974 | 0.2968 | 0.8974 | 0.9473 |
258
+ | No log | 6.7869 | 414 | 0.7767 | 0.2988 | 0.7767 | 0.8813 |
259
+ | No log | 6.8197 | 416 | 0.7396 | 0.3502 | 0.7396 | 0.8600 |
260
+ | No log | 6.8525 | 418 | 0.7384 | 0.2608 | 0.7384 | 0.8593 |
261
+ | No log | 6.8852 | 420 | 0.7350 | 0.3228 | 0.7350 | 0.8573 |
262
+ | No log | 6.9180 | 422 | 0.7515 | 0.2237 | 0.7515 | 0.8669 |
263
+ | No log | 6.9508 | 424 | 0.7893 | 0.2847 | 0.7893 | 0.8884 |
264
+ | No log | 6.9836 | 426 | 0.8004 | 0.2847 | 0.8004 | 0.8946 |
265
+ | No log | 7.0164 | 428 | 0.7770 | 0.2684 | 0.7770 | 0.8815 |
266
+ | No log | 7.0492 | 430 | 0.8161 | 0.2434 | 0.8161 | 0.9034 |
267
+ | No log | 7.0820 | 432 | 0.8509 | 0.2624 | 0.8509 | 0.9224 |
268
+ | No log | 7.1148 | 434 | 0.8280 | 0.2001 | 0.8280 | 0.9099 |
269
+ | No log | 7.1475 | 436 | 0.9152 | 0.2443 | 0.9152 | 0.9567 |
270
+ | No log | 7.1803 | 438 | 1.1289 | 0.2312 | 1.1289 | 1.0625 |
271
+ | No log | 7.2131 | 440 | 1.1538 | 0.2271 | 1.1538 | 1.0742 |
272
+ | No log | 7.2459 | 442 | 0.9906 | 0.2147 | 0.9906 | 0.9953 |
273
+ | No log | 7.2787 | 444 | 0.8088 | 0.2813 | 0.8088 | 0.8993 |
274
+ | No log | 7.3115 | 446 | 0.8096 | 0.3042 | 0.8096 | 0.8998 |
275
+ | No log | 7.3443 | 448 | 0.8480 | 0.2652 | 0.8480 | 0.9209 |
276
+ | No log | 7.3770 | 450 | 0.8131 | 0.2911 | 0.8131 | 0.9017 |
277
+ | No log | 7.4098 | 452 | 0.7943 | 0.3316 | 0.7943 | 0.8912 |
278
+ | No log | 7.4426 | 454 | 0.8461 | 0.2592 | 0.8461 | 0.9198 |
279
+ | No log | 7.4754 | 456 | 0.7819 | 0.3196 | 0.7819 | 0.8843 |
280
+ | No log | 7.5082 | 458 | 0.7442 | 0.3738 | 0.7442 | 0.8627 |
281
+ | No log | 7.5410 | 460 | 0.7281 | 0.3675 | 0.7281 | 0.8533 |
282
+ | No log | 7.5738 | 462 | 0.7208 | 0.3675 | 0.7208 | 0.8490 |
283
+ | No log | 7.6066 | 464 | 0.7231 | 0.3081 | 0.7231 | 0.8504 |
284
+ | No log | 7.6393 | 466 | 0.7227 | 0.3081 | 0.7227 | 0.8501 |
285
+ | No log | 7.6721 | 468 | 0.7422 | 0.3050 | 0.7422 | 0.8615 |
286
+ | No log | 7.7049 | 470 | 0.7431 | 0.3615 | 0.7431 | 0.8621 |
287
+ | No log | 7.7377 | 472 | 0.6955 | 0.3116 | 0.6955 | 0.8340 |
288
+ | No log | 7.7705 | 474 | 0.6715 | 0.3625 | 0.6715 | 0.8194 |
289
+ | No log | 7.8033 | 476 | 0.6912 | 0.3689 | 0.6912 | 0.8314 |
290
+ | No log | 7.8361 | 478 | 0.7381 | 0.3388 | 0.7381 | 0.8591 |
291
+ | No log | 7.8689 | 480 | 0.7584 | 0.3410 | 0.7584 | 0.8709 |
292
+ | No log | 7.9016 | 482 | 0.7669 | 0.4308 | 0.7669 | 0.8758 |
293
+ | No log | 7.9344 | 484 | 0.7990 | 0.3939 | 0.7990 | 0.8939 |
294
+ | No log | 7.9672 | 486 | 0.7830 | 0.3662 | 0.7830 | 0.8849 |
295
+ | No log | 8.0 | 488 | 0.7877 | 0.3283 | 0.7877 | 0.8875 |
296
+ | No log | 8.0328 | 490 | 0.9475 | 0.3747 | 0.9475 | 0.9734 |
297
+ | No log | 8.0656 | 492 | 1.0206 | 0.3365 | 1.0206 | 1.0102 |
298
+ | No log | 8.0984 | 494 | 0.8740 | 0.3747 | 0.8740 | 0.9349 |
299
+ | No log | 8.1311 | 496 | 0.7717 | 0.3330 | 0.7717 | 0.8784 |
300
+ | No log | 8.1639 | 498 | 0.7116 | 0.3408 | 0.7116 | 0.8436 |
301
+ | 0.3593 | 8.1967 | 500 | 0.7023 | 0.3243 | 0.7023 | 0.8380 |
302
+ | 0.3593 | 8.2295 | 502 | 0.7087 | 0.3558 | 0.7087 | 0.8418 |
303
+ | 0.3593 | 8.2623 | 504 | 0.7208 | 0.3585 | 0.7208 | 0.8490 |
304
+ | 0.3593 | 8.2951 | 506 | 0.6944 | 0.3141 | 0.6944 | 0.8333 |
305
+ | 0.3593 | 8.3279 | 508 | 0.6951 | 0.3280 | 0.6951 | 0.8337 |
306
+ | 0.3593 | 8.3607 | 510 | 0.7548 | 0.3139 | 0.7548 | 0.8688 |
307
+ | 0.3593 | 8.3934 | 512 | 0.8135 | 0.3586 | 0.8135 | 0.9019 |
308
+ | 0.3593 | 8.4262 | 514 | 0.7861 | 0.3240 | 0.7861 | 0.8866 |
309
+ | 0.3593 | 8.4590 | 516 | 0.7311 | 0.2834 | 0.7311 | 0.8550 |
310
+ | 0.3593 | 8.4918 | 518 | 0.7284 | 0.3118 | 0.7284 | 0.8534 |
311
+ | 0.3593 | 8.5246 | 520 | 0.7125 | 0.3336 | 0.7125 | 0.8441 |
312
+ | 0.3593 | 8.5574 | 522 | 0.7683 | 0.4044 | 0.7683 | 0.8765 |
313
+ | 0.3593 | 8.5902 | 524 | 0.9454 | 0.4007 | 0.9454 | 0.9723 |
314
+ | 0.3593 | 8.6230 | 526 | 1.0591 | 0.3418 | 1.0591 | 1.0291 |
315
+ | 0.3593 | 8.6557 | 528 | 0.9746 | 0.3377 | 0.9746 | 0.9872 |
316
+ | 0.3593 | 8.6885 | 530 | 0.7914 | 0.3036 | 0.7914 | 0.8896 |
317
+ | 0.3593 | 8.7213 | 532 | 0.7055 | 0.3504 | 0.7055 | 0.8400 |
318
+ | 0.3593 | 8.7541 | 534 | 0.7166 | 0.3556 | 0.7166 | 0.8465 |
319
+ | 0.3593 | 8.7869 | 536 | 0.7218 | 0.2986 | 0.7218 | 0.8496 |
320
+ | 0.3593 | 8.8197 | 538 | 0.7151 | 0.2878 | 0.7151 | 0.8456 |
321
+ | 0.3593 | 8.8525 | 540 | 0.7147 | 0.4171 | 0.7147 | 0.8454 |
322
+ | 0.3593 | 8.8852 | 542 | 0.7781 | 0.4114 | 0.7781 | 0.8821 |
323
+ | 0.3593 | 8.9180 | 544 | 0.9098 | 0.3425 | 0.9098 | 0.9539 |
324
+ | 0.3593 | 8.9508 | 546 | 0.8985 | 0.3425 | 0.8985 | 0.9479 |
325
+ | 0.3593 | 8.9836 | 548 | 0.8006 | 0.3677 | 0.8006 | 0.8947 |
326
+ | 0.3593 | 9.0164 | 550 | 0.7732 | 0.3836 | 0.7732 | 0.8793 |
327
+ | 0.3593 | 9.0492 | 552 | 0.7757 | 0.3604 | 0.7757 | 0.8807 |
328
+ | 0.3593 | 9.0820 | 554 | 0.7788 | 0.3604 | 0.7788 | 0.8825 |
329
+ | 0.3593 | 9.1148 | 556 | 0.7874 | 0.3494 | 0.7874 | 0.8873 |
330
+ | 0.3593 | 9.1475 | 558 | 0.8270 | 0.3409 | 0.8270 | 0.9094 |
331
+ | 0.3593 | 9.1803 | 560 | 0.9093 | 0.3036 | 0.9093 | 0.9536 |
332
+ | 0.3593 | 9.2131 | 562 | 0.9153 | 0.3036 | 0.9153 | 0.9567 |
333
+ | 0.3593 | 9.2459 | 564 | 0.8739 | 0.2725 | 0.8739 | 0.9348 |
334
+ | 0.3593 | 9.2787 | 566 | 0.8069 | 0.3937 | 0.8069 | 0.8983 |
335
+ | 0.3593 | 9.3115 | 568 | 0.7860 | 0.2229 | 0.7860 | 0.8866 |
336
+ | 0.3593 | 9.3443 | 570 | 0.7931 | 0.2239 | 0.7931 | 0.8906 |
337
+ | 0.3593 | 9.3770 | 572 | 0.7991 | 0.3502 | 0.7991 | 0.8939 |
338
+ | 0.3593 | 9.4098 | 574 | 0.8585 | 0.3463 | 0.8585 | 0.9266 |
339
+ | 0.3593 | 9.4426 | 576 | 1.0032 | 0.28 | 1.0032 | 1.0016 |
340
+ | 0.3593 | 9.4754 | 578 | 1.1069 | 0.2998 | 1.1069 | 1.0521 |
341
+ | 0.3593 | 9.5082 | 580 | 1.0671 | 0.2797 | 1.0671 | 1.0330 |
342
+ | 0.3593 | 9.5410 | 582 | 0.9570 | 0.2493 | 0.9570 | 0.9783 |
343
+ | 0.3593 | 9.5738 | 584 | 0.8680 | 0.2365 | 0.8680 | 0.9317 |
344
 
345
 
346
  ### Framework versions