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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k3_task7_organization

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Training in progress, step 500

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  1. README.md +261 -266
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k3_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k3_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: 1.2346
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- - Qwk: 0.0694
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- - Mse: 1.2346
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- - Rmse: 1.1111
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  ## Model description
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@@ -49,266 +49,261 @@ 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 | 0.1333 | 2 | 2.6139 | -0.0593 | 2.6139 | 1.6168 |
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- | No log | 0.2667 | 4 | 1.4402 | 0.0731 | 1.4402 | 1.2001 |
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- | No log | 0.4 | 6 | 1.2939 | -0.1759 | 1.2939 | 1.1375 |
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- | No log | 0.5333 | 8 | 0.9723 | 0.0024 | 0.9723 | 0.9861 |
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- | No log | 0.6667 | 10 | 0.8399 | 0.0573 | 0.8399 | 0.9164 |
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- | No log | 0.8 | 12 | 0.8351 | 0.2285 | 0.8351 | 0.9138 |
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- | No log | 0.9333 | 14 | 0.8832 | 0.2171 | 0.8832 | 0.9398 |
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- | No log | 1.0667 | 16 | 0.8856 | 0.3032 | 0.8856 | 0.9410 |
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- | No log | 1.2 | 18 | 0.8154 | 0.2883 | 0.8154 | 0.9030 |
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- | No log | 1.3333 | 20 | 0.7615 | 0.1752 | 0.7615 | 0.8726 |
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- | No log | 1.4667 | 22 | 0.7615 | 0.0679 | 0.7615 | 0.8726 |
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- | No log | 1.6 | 24 | 0.7617 | 0.1228 | 0.7617 | 0.8728 |
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- | No log | 1.7333 | 26 | 0.7692 | 0.2206 | 0.7692 | 0.8771 |
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- | No log | 1.8667 | 28 | 0.7826 | 0.1922 | 0.7826 | 0.8847 |
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- | No log | 2.0 | 30 | 0.7782 | 0.1139 | 0.7782 | 0.8821 |
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- | No log | 2.1333 | 32 | 0.7540 | 0.1187 | 0.7540 | 0.8684 |
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- | No log | 2.2667 | 34 | 0.7711 | 0.2270 | 0.7711 | 0.8781 |
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- | No log | 2.4 | 36 | 0.8574 | 0.1628 | 0.8574 | 0.9259 |
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- | No log | 2.5333 | 38 | 0.9150 | 0.1651 | 0.9150 | 0.9566 |
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- | No log | 2.6667 | 40 | 1.0423 | 0.1178 | 1.0423 | 1.0209 |
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- | No log | 2.8 | 42 | 1.1123 | 0.1699 | 1.1123 | 1.0546 |
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- | No log | 2.9333 | 44 | 1.0836 | 0.1146 | 1.0836 | 1.0410 |
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- | No log | 3.0667 | 46 | 0.9740 | 0.2164 | 0.9740 | 0.9869 |
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- | No log | 3.2 | 48 | 0.8000 | 0.3196 | 0.8000 | 0.8944 |
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- | No log | 3.3333 | 50 | 0.7565 | 0.2121 | 0.7565 | 0.8698 |
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- | No log | 3.4667 | 52 | 0.7285 | 0.1448 | 0.7285 | 0.8535 |
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- | No log | 3.6 | 54 | 0.7133 | 0.2374 | 0.7133 | 0.8446 |
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- | No log | 3.7333 | 56 | 0.7570 | 0.0846 | 0.7570 | 0.8700 |
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- | No log | 3.8667 | 58 | 0.7927 | 0.0846 | 0.7927 | 0.8903 |
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- | No log | 4.0 | 60 | 0.7809 | 0.1863 | 0.7809 | 0.8837 |
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- | No log | 4.1333 | 62 | 0.7826 | 0.1972 | 0.7826 | 0.8847 |
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- | No log | 4.2667 | 64 | 0.7893 | 0.2193 | 0.7893 | 0.8884 |
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- | No log | 4.4 | 66 | 0.8288 | 0.2670 | 0.8288 | 0.9104 |
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- | No log | 4.5333 | 68 | 0.9346 | 0.2102 | 0.9346 | 0.9668 |
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- | No log | 4.6667 | 70 | 1.0002 | 0.2192 | 1.0002 | 1.0001 |
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- | No log | 4.8 | 72 | 0.9527 | 0.2086 | 0.9527 | 0.9760 |
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- | No log | 4.9333 | 74 | 0.7812 | 0.2861 | 0.7812 | 0.8839 |
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- | No log | 5.0667 | 76 | 0.7025 | 0.2835 | 0.7025 | 0.8382 |
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- | No log | 5.2 | 78 | 0.7509 | 0.2616 | 0.7509 | 0.8666 |
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- | No log | 5.3333 | 80 | 0.8556 | 0.2616 | 0.8556 | 0.9250 |
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- | No log | 5.4667 | 82 | 0.8914 | 0.1839 | 0.8914 | 0.9442 |
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- | No log | 5.6 | 84 | 0.8743 | 0.3068 | 0.8743 | 0.9351 |
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- | No log | 5.7333 | 86 | 0.8037 | 0.2754 | 0.8037 | 0.8965 |
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- | No log | 5.8667 | 88 | 0.8787 | 0.2958 | 0.8787 | 0.9374 |
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- | No log | 6.0 | 90 | 0.9391 | 0.2958 | 0.9391 | 0.9691 |
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- | No log | 6.1333 | 92 | 0.8524 | 0.2949 | 0.8524 | 0.9233 |
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- | No log | 6.2667 | 94 | 0.7198 | 0.3329 | 0.7198 | 0.8484 |
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- | No log | 6.4 | 96 | 0.6889 | 0.3737 | 0.6889 | 0.8300 |
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- | No log | 6.5333 | 98 | 0.6987 | 0.2751 | 0.6987 | 0.8359 |
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- | No log | 6.6667 | 100 | 0.7623 | 0.1901 | 0.7623 | 0.8731 |
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- | No log | 6.8 | 102 | 0.8109 | 0.1901 | 0.8109 | 0.9005 |
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- | No log | 6.9333 | 104 | 0.8287 | 0.2149 | 0.8287 | 0.9103 |
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- | No log | 7.0667 | 106 | 0.8734 | 0.2949 | 0.8734 | 0.9345 |
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- | No log | 7.2 | 108 | 0.9060 | 0.2487 | 0.9060 | 0.9518 |
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- | No log | 7.3333 | 110 | 0.8916 | 0.2437 | 0.8916 | 0.9442 |
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- | No log | 7.4667 | 112 | 0.8511 | 0.2287 | 0.8511 | 0.9225 |
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- | No log | 7.6 | 114 | 0.8158 | 0.2223 | 0.8158 | 0.9032 |
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- | No log | 7.7333 | 116 | 0.8556 | 0.3008 | 0.8556 | 0.9250 |
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- | No log | 7.8667 | 118 | 0.8450 | 0.2632 | 0.8450 | 0.9192 |
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- | No log | 8.0 | 120 | 0.8246 | 0.1866 | 0.8246 | 0.9081 |
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- | No log | 8.1333 | 122 | 0.8039 | 0.1918 | 0.8039 | 0.8966 |
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- | No log | 8.2667 | 124 | 0.7868 | 0.2722 | 0.7868 | 0.8870 |
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- | No log | 8.4 | 126 | 0.8109 | 0.3131 | 0.8109 | 0.9005 |
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- | No log | 8.5333 | 128 | 0.8194 | 0.2439 | 0.8194 | 0.9052 |
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- | No log | 8.6667 | 130 | 0.8818 | 0.2192 | 0.8818 | 0.9390 |
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- | No log | 8.8 | 132 | 1.0886 | 0.2982 | 1.0886 | 1.0433 |
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- | No log | 8.9333 | 134 | 1.2261 | 0.3059 | 1.2261 | 1.1073 |
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- | No log | 9.0667 | 136 | 1.2669 | 0.2820 | 1.2669 | 1.1256 |
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- | No log | 9.2 | 138 | 1.1747 | 0.2910 | 1.1747 | 1.0838 |
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- | No log | 9.3333 | 140 | 1.0122 | 0.2779 | 1.0122 | 1.0061 |
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- | No log | 9.4667 | 142 | 0.8066 | 0.2812 | 0.8066 | 0.8981 |
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- | No log | 9.6 | 144 | 0.7048 | 0.3127 | 0.7048 | 0.8396 |
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- | No log | 9.7333 | 146 | 0.6877 | 0.2713 | 0.6877 | 0.8293 |
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- | No log | 9.8667 | 148 | 0.7180 | 0.1953 | 0.7180 | 0.8473 |
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- | No log | 10.0 | 150 | 0.8127 | 0.2604 | 0.8127 | 0.9015 |
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- | No log | 10.1333 | 152 | 1.0030 | 0.2323 | 1.0030 | 1.0015 |
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- | No log | 10.2667 | 154 | 1.2224 | 0.2358 | 1.2224 | 1.1056 |
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- | No log | 10.4 | 156 | 1.2680 | 0.2691 | 1.2680 | 1.1261 |
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- | No log | 10.5333 | 158 | 1.2118 | 0.2358 | 1.2118 | 1.1008 |
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- | No log | 10.6667 | 160 | 1.0059 | 0.2411 | 1.0059 | 1.0029 |
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- | No log | 10.8 | 162 | 0.8609 | 0.2463 | 0.8609 | 0.9278 |
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- | No log | 10.9333 | 164 | 0.8555 | 0.2574 | 0.8555 | 0.9249 |
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- | No log | 11.0667 | 166 | 0.8791 | 0.2574 | 0.8791 | 0.9376 |
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- | No log | 11.2 | 168 | 0.9817 | 0.2836 | 0.9817 | 0.9908 |
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- | No log | 11.3333 | 170 | 1.1484 | 0.2733 | 1.1484 | 1.0716 |
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- | No log | 11.4667 | 172 | 1.1634 | 0.2754 | 1.1634 | 1.0786 |
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- | No log | 11.6 | 174 | 1.1033 | 0.1835 | 1.1033 | 1.0504 |
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- | No log | 11.7333 | 176 | 1.0658 | 0.1856 | 1.0658 | 1.0324 |
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- | No log | 11.8667 | 178 | 1.0431 | 0.1603 | 1.0431 | 1.0213 |
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- | No log | 12.0 | 180 | 0.9837 | 0.2183 | 0.9837 | 0.9918 |
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- | No log | 12.1333 | 182 | 0.9397 | 0.1577 | 0.9397 | 0.9694 |
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- | No log | 12.2667 | 184 | 0.8903 | 0.1577 | 0.8903 | 0.9435 |
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- | No log | 12.4 | 186 | 0.8545 | 0.2547 | 0.8545 | 0.9244 |
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- | No log | 12.5333 | 188 | 0.8995 | 0.2949 | 0.8995 | 0.9484 |
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- | No log | 12.6667 | 190 | 1.0977 | 0.2330 | 1.0977 | 1.0477 |
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- | No log | 12.8 | 192 | 1.2279 | 0.2794 | 1.2279 | 1.1081 |
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- | No log | 12.9333 | 194 | 1.1659 | 0.3269 | 1.1659 | 1.0798 |
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- | No log | 13.0667 | 196 | 1.1251 | 0.2948 | 1.1251 | 1.0607 |
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- | No log | 13.2 | 198 | 1.1143 | 0.2252 | 1.1143 | 1.0556 |
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- | No log | 13.3333 | 200 | 1.1670 | 0.2306 | 1.1670 | 1.0803 |
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- | No log | 13.4667 | 202 | 1.2355 | 0.2579 | 1.2355 | 1.1115 |
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- | No log | 13.6 | 204 | 1.1022 | 0.2306 | 1.1022 | 1.0499 |
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- | No log | 13.7333 | 206 | 0.9630 | 0.2857 | 0.9630 | 0.9813 |
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- | No log | 13.8667 | 208 | 0.9880 | 0.3137 | 0.9880 | 0.9940 |
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- | No log | 14.0 | 210 | 1.1153 | 0.2482 | 1.1153 | 1.0561 |
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- | No log | 14.1333 | 212 | 1.1372 | 0.1618 | 1.1372 | 1.0664 |
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- | No log | 14.2667 | 214 | 1.1702 | 0.1591 | 1.1702 | 1.0818 |
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- | No log | 14.4 | 216 | 1.2644 | 0.2130 | 1.2644 | 1.1244 |
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- | No log | 14.5333 | 218 | 1.3297 | 0.2346 | 1.3297 | 1.1531 |
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- | No log | 14.6667 | 220 | 1.2145 | 0.1993 | 1.2145 | 1.1021 |
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- | No log | 14.8 | 222 | 1.0416 | 0.1856 | 1.0416 | 1.0206 |
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- | No log | 14.9333 | 224 | 0.9081 | 0.2383 | 0.9081 | 0.9529 |
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- | No log | 15.0667 | 226 | 0.8849 | 0.2530 | 0.8849 | 0.9407 |
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- | No log | 15.2 | 228 | 0.9023 | 0.2077 | 0.9023 | 0.9499 |
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- | No log | 15.3333 | 230 | 0.9678 | 0.2124 | 0.9678 | 0.9838 |
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- | No log | 15.4667 | 232 | 1.0202 | 0.2239 | 1.0202 | 1.0101 |
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- | No log | 15.6 | 234 | 1.0566 | 0.1856 | 1.0566 | 1.0279 |
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- | No log | 15.7333 | 236 | 1.1270 | 0.2150 | 1.1270 | 1.0616 |
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- | No log | 15.8667 | 238 | 1.1703 | 0.2150 | 1.1703 | 1.0818 |
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- | No log | 16.0 | 240 | 1.2251 | 0.2070 | 1.2251 | 1.1068 |
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- | No log | 16.1333 | 242 | 1.2499 | 0.2101 | 1.2499 | 1.1180 |
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- | No log | 16.2667 | 244 | 1.1784 | 0.2150 | 1.1784 | 1.0855 |
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- | No log | 16.4 | 246 | 1.1175 | 0.1775 | 1.1175 | 1.0571 |
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- | No log | 16.5333 | 248 | 1.1160 | 0.1775 | 1.1160 | 1.0564 |
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- | No log | 16.6667 | 250 | 1.0817 | 0.1815 | 1.0817 | 1.0401 |
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- | No log | 16.8 | 252 | 1.0695 | 0.2002 | 1.0695 | 1.0342 |
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- | No log | 16.9333 | 254 | 1.0706 | 0.2059 | 1.0706 | 1.0347 |
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- | No log | 17.0667 | 256 | 1.1397 | 0.2017 | 1.1397 | 1.0676 |
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- | No log | 17.2 | 258 | 1.2243 | 0.2499 | 1.2243 | 1.1065 |
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- | No log | 17.3333 | 260 | 1.2714 | 0.2591 | 1.2714 | 1.1276 |
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- | No log | 17.4667 | 262 | 1.2647 | 0.2264 | 1.2647 | 1.1246 |
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- | No log | 17.6 | 264 | 1.2278 | 0.2518 | 1.2278 | 1.1080 |
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- | No log | 17.7333 | 266 | 1.1600 | 0.2084 | 1.1600 | 1.0770 |
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- | No log | 17.8667 | 268 | 1.1844 | 0.2141 | 1.1844 | 1.0883 |
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- | No log | 18.0 | 270 | 1.1979 | 0.1832 | 1.1979 | 1.0945 |
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- | No log | 18.1333 | 272 | 1.2317 | 0.2207 | 1.2317 | 1.1098 |
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- | No log | 18.2667 | 274 | 1.1757 | 0.1858 | 1.1757 | 1.0843 |
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- | No log | 18.4 | 276 | 1.1091 | 0.2626 | 1.1091 | 1.0531 |
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- | No log | 18.5333 | 278 | 1.1210 | 0.2626 | 1.1210 | 1.0588 |
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- | No log | 18.6667 | 280 | 1.2057 | 0.1784 | 1.2057 | 1.0981 |
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- | No log | 18.8 | 282 | 1.1953 | 0.2125 | 1.1953 | 1.0933 |
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- | No log | 18.9333 | 284 | 1.0733 | 0.2392 | 1.0733 | 1.0360 |
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- | No log | 19.0667 | 286 | 0.9840 | 0.3193 | 0.9840 | 0.9920 |
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- | No log | 19.2 | 288 | 1.0057 | 0.3193 | 1.0057 | 1.0028 |
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- | No log | 19.3333 | 290 | 1.0776 | 0.2252 | 1.0776 | 1.0381 |
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- | No log | 19.4667 | 292 | 1.1500 | 0.2392 | 1.1500 | 1.0724 |
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- | No log | 19.6 | 294 | 1.1974 | 0.2115 | 1.1974 | 1.0943 |
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- | No log | 19.7333 | 296 | 1.1973 | 0.2115 | 1.1973 | 1.0942 |
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- | No log | 19.8667 | 298 | 1.2157 | 0.1839 | 1.2157 | 1.1026 |
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- | No log | 20.0 | 300 | 1.2099 | 0.1884 | 1.2099 | 1.0999 |
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- | No log | 20.1333 | 302 | 1.1637 | 0.2168 | 1.1637 | 1.0788 |
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- | No log | 20.2667 | 304 | 1.0862 | 0.1870 | 1.0862 | 1.0422 |
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- | No log | 20.4 | 306 | 1.0705 | 0.2183 | 1.0705 | 1.0347 |
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- | No log | 20.5333 | 308 | 1.0948 | 0.2227 | 1.0948 | 1.0463 |
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- | No log | 20.6667 | 310 | 1.1503 | 0.2070 | 1.1503 | 1.0725 |
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- | No log | 20.8 | 312 | 1.2456 | 0.2264 | 1.2456 | 1.1161 |
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- | No log | 20.9333 | 314 | 1.2742 | 0.2264 | 1.2742 | 1.1288 |
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- | No log | 21.0667 | 316 | 1.2148 | 0.2065 | 1.2148 | 1.1022 |
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- | No log | 21.2 | 318 | 1.1058 | 0.2271 | 1.1058 | 1.0516 |
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- | No log | 21.3333 | 320 | 1.0701 | 0.2150 | 1.0701 | 1.0344 |
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- | No log | 21.4667 | 322 | 0.9869 | 0.1312 | 0.9869 | 0.9934 |
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- | No log | 21.6 | 324 | 0.9783 | 0.1312 | 0.9783 | 0.9891 |
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- | No log | 21.7333 | 326 | 1.0235 | 0.1308 | 1.0234 | 1.0117 |
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- | No log | 21.8667 | 328 | 1.1161 | 0.1896 | 1.1161 | 1.0564 |
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- | No log | 22.0 | 330 | 1.2442 | 0.2459 | 1.2442 | 1.1154 |
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- | No log | 22.1333 | 332 | 1.3252 | 0.2274 | 1.3252 | 1.1512 |
218
- | No log | 22.2667 | 334 | 1.2864 | 0.2121 | 1.2864 | 1.1342 |
219
- | No log | 22.4 | 336 | 1.1533 | 0.2084 | 1.1533 | 1.0739 |
220
- | No log | 22.5333 | 338 | 1.1039 | 0.1591 | 1.1039 | 1.0507 |
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- | No log | 22.6667 | 340 | 1.1124 | 0.1896 | 1.1124 | 1.0547 |
222
- | No log | 22.8 | 342 | 1.1483 | 0.1784 | 1.1483 | 1.0716 |
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- | No log | 22.9333 | 344 | 1.1901 | 0.2459 | 1.1901 | 1.0909 |
224
- | No log | 23.0667 | 346 | 1.2453 | 0.2346 | 1.2453 | 1.1159 |
225
- | No log | 23.2 | 348 | 1.2303 | 0.2948 | 1.2303 | 1.1092 |
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- | No log | 23.3333 | 350 | 1.1602 | 0.2799 | 1.1602 | 1.0771 |
227
- | No log | 23.4667 | 352 | 1.1034 | 0.2183 | 1.1034 | 1.0504 |
228
- | No log | 23.6 | 354 | 1.0597 | 0.2032 | 1.0597 | 1.0294 |
229
- | No log | 23.7333 | 356 | 1.0267 | 0.1312 | 1.0267 | 1.0133 |
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- | No log | 23.8667 | 358 | 1.0529 | 0.1787 | 1.0529 | 1.0261 |
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- | No log | 24.0 | 360 | 1.1081 | 0.1635 | 1.1081 | 1.0527 |
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- | No log | 24.1333 | 362 | 1.1980 | 0.1679 | 1.1980 | 1.0945 |
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- | No log | 24.2667 | 364 | 1.2833 | 0.2092 | 1.2833 | 1.1328 |
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- | No log | 24.4 | 366 | 1.2307 | 0.2092 | 1.2307 | 1.1094 |
235
- | No log | 24.5333 | 368 | 1.1442 | 0.2545 | 1.1442 | 1.0697 |
236
- | No log | 24.6667 | 370 | 1.0291 | 0.1815 | 1.0291 | 1.0144 |
237
- | No log | 24.8 | 372 | 0.9866 | 0.0829 | 0.9866 | 0.9933 |
238
- | No log | 24.9333 | 374 | 0.9545 | 0.0891 | 0.9545 | 0.9770 |
239
- | No log | 25.0667 | 376 | 0.9458 | 0.0924 | 0.9458 | 0.9725 |
240
- | No log | 25.2 | 378 | 0.9800 | 0.1144 | 0.9800 | 0.9900 |
241
- | No log | 25.3333 | 380 | 1.0568 | 0.2461 | 1.0568 | 1.0280 |
242
- | No log | 25.4667 | 382 | 1.0913 | 0.2590 | 1.0913 | 1.0447 |
243
- | No log | 25.6 | 384 | 1.1182 | 0.2153 | 1.1182 | 1.0575 |
244
- | No log | 25.7333 | 386 | 1.0855 | 0.1821 | 1.0855 | 1.0419 |
245
- | No log | 25.8667 | 388 | 1.0921 | 0.2045 | 1.0921 | 1.0450 |
246
- | No log | 26.0 | 390 | 1.1271 | 0.2045 | 1.1271 | 1.0617 |
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- | No log | 26.1333 | 392 | 1.1623 | 0.2417 | 1.1623 | 1.0781 |
248
- | No log | 26.2667 | 394 | 1.1516 | 0.2006 | 1.1516 | 1.0731 |
249
- | No log | 26.4 | 396 | 1.0772 | 0.1870 | 1.0772 | 1.0379 |
250
- | No log | 26.5333 | 398 | 1.0298 | 0.1949 | 1.0298 | 1.0148 |
251
- | No log | 26.6667 | 400 | 1.0193 | 0.1990 | 1.0193 | 1.0096 |
252
- | No log | 26.8 | 402 | 1.0091 | 0.2166 | 1.0091 | 1.0045 |
253
- | No log | 26.9333 | 404 | 1.0303 | 0.2209 | 1.0303 | 1.0150 |
254
- | No log | 27.0667 | 406 | 0.9866 | 0.1815 | 0.9866 | 0.9933 |
255
- | No log | 27.2 | 408 | 0.9596 | 0.1856 | 0.9596 | 0.9796 |
256
- | No log | 27.3333 | 410 | 0.9525 | 0.1856 | 0.9525 | 0.9760 |
257
- | No log | 27.4667 | 412 | 0.9594 | 0.2297 | 0.9594 | 0.9795 |
258
- | No log | 27.6 | 414 | 0.9305 | 0.1955 | 0.9305 | 0.9646 |
259
- | No log | 27.7333 | 416 | 0.9249 | 0.1692 | 0.9249 | 0.9617 |
260
- | No log | 27.8667 | 418 | 0.9783 | 0.2504 | 0.9783 | 0.9891 |
261
- | No log | 28.0 | 420 | 1.0591 | 0.3010 | 1.0591 | 1.0291 |
262
- | No log | 28.1333 | 422 | 1.1114 | 0.2665 | 1.1114 | 1.0542 |
263
- | No log | 28.2667 | 424 | 1.0804 | 0.3059 | 1.0804 | 1.0394 |
264
- | No log | 28.4 | 426 | 0.9862 | 0.2529 | 0.9862 | 0.9931 |
265
- | No log | 28.5333 | 428 | 0.9454 | 0.1692 | 0.9454 | 0.9723 |
266
- | No log | 28.6667 | 430 | 0.9889 | 0.2482 | 0.9889 | 0.9945 |
267
- | No log | 28.8 | 432 | 1.0766 | 0.2264 | 1.0766 | 1.0376 |
268
- | No log | 28.9333 | 434 | 1.1591 | 0.2579 | 1.1591 | 1.0766 |
269
- | No log | 29.0667 | 436 | 1.2708 | 0.2020 | 1.2708 | 1.1273 |
270
- | No log | 29.2 | 438 | 1.2242 | 0.2297 | 1.2242 | 1.1064 |
271
- | No log | 29.3333 | 440 | 1.1609 | 0.2376 | 1.1609 | 1.0775 |
272
- | No log | 29.4667 | 442 | 1.0835 | 0.2125 | 1.0835 | 1.0409 |
273
- | No log | 29.6 | 444 | 1.0438 | 0.2271 | 1.0438 | 1.0216 |
274
- | No log | 29.7333 | 446 | 1.0762 | 0.2501 | 1.0762 | 1.0374 |
275
- | No log | 29.8667 | 448 | 1.1494 | 0.2376 | 1.1494 | 1.0721 |
276
- | No log | 30.0 | 450 | 1.1928 | 0.2376 | 1.1928 | 1.0922 |
277
- | No log | 30.1333 | 452 | 1.1893 | 0.2622 | 1.1893 | 1.0906 |
278
- | No log | 30.2667 | 454 | 1.1096 | 0.2622 | 1.1096 | 1.0534 |
279
- | No log | 30.4 | 456 | 1.0436 | 0.2850 | 1.0436 | 1.0216 |
280
- | No log | 30.5333 | 458 | 0.9972 | 0.1737 | 0.9972 | 0.9986 |
281
- | No log | 30.6667 | 460 | 0.9600 | 0.0891 | 0.9600 | 0.9798 |
282
- | No log | 30.8 | 462 | 0.9740 | 0.1110 | 0.9740 | 0.9869 |
283
- | No log | 30.9333 | 464 | 1.0263 | 0.1274 | 1.0263 | 1.0131 |
284
- | No log | 31.0667 | 466 | 1.0845 | 0.1775 | 1.0845 | 1.0414 |
285
- | No log | 31.2 | 468 | 1.0747 | 0.1976 | 1.0747 | 1.0367 |
286
- | No log | 31.3333 | 470 | 1.0306 | 0.1277 | 1.0306 | 1.0152 |
287
- | No log | 31.4667 | 472 | 1.0092 | 0.1277 | 1.0092 | 1.0046 |
288
- | No log | 31.6 | 474 | 0.9580 | 0.1348 | 0.9580 | 0.9788 |
289
- | No log | 31.7333 | 476 | 0.9488 | 0.1110 | 0.9488 | 0.9741 |
290
- | No log | 31.8667 | 478 | 1.0019 | 0.1077 | 1.0019 | 1.0010 |
291
- | No log | 32.0 | 480 | 1.1124 | 0.1591 | 1.1124 | 1.0547 |
292
- | No log | 32.1333 | 482 | 1.2125 | 0.2168 | 1.2125 | 1.1011 |
293
- | No log | 32.2667 | 484 | 1.2141 | 0.2459 | 1.2141 | 1.1018 |
294
- | No log | 32.4 | 486 | 1.1407 | 0.1591 | 1.1407 | 1.0680 |
295
- | No log | 32.5333 | 488 | 1.0380 | 0.1243 | 1.0380 | 1.0188 |
296
- | No log | 32.6667 | 490 | 0.9366 | 0.1145 | 0.9366 | 0.9678 |
297
- | No log | 32.8 | 492 | 0.9037 | 0.1542 | 0.9037 | 0.9507 |
298
- | No log | 32.9333 | 494 | 0.9170 | 0.1501 | 0.9170 | 0.9576 |
299
- | No log | 33.0667 | 496 | 0.9787 | 0.1422 | 0.9787 | 0.9893 |
300
- | No log | 33.2 | 498 | 1.0698 | 0.1457 | 1.0698 | 1.0343 |
301
- | 0.3067 | 33.3333 | 500 | 1.1562 | 0.1517 | 1.1562 | 1.0753 |
302
- | 0.3067 | 33.4667 | 502 | 1.1542 | 0.1448 | 1.1542 | 1.0743 |
303
- | 0.3067 | 33.6 | 504 | 1.0966 | 0.1057 | 1.0966 | 1.0472 |
304
- | 0.3067 | 33.7333 | 506 | 1.0250 | 0.1274 | 1.0250 | 1.0124 |
305
- | 0.3067 | 33.8667 | 508 | 0.9625 | 0.1584 | 0.9625 | 0.9811 |
306
- | 0.3067 | 34.0 | 510 | 0.9533 | 0.1542 | 0.9533 | 0.9763 |
307
- | 0.3067 | 34.1333 | 512 | 0.9849 | 0.1461 | 0.9849 | 0.9924 |
308
- | 0.3067 | 34.2667 | 514 | 1.0479 | 0.1044 | 1.0479 | 1.0237 |
309
- | 0.3067 | 34.4 | 516 | 1.1113 | 0.1492 | 1.1113 | 1.0542 |
310
- | 0.3067 | 34.5333 | 518 | 1.1867 | 0.1324 | 1.1867 | 1.0893 |
311
- | 0.3067 | 34.6667 | 520 | 1.2346 | 0.0694 | 1.2346 | 1.1111 |
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k2_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k2_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: 0.4635
19
+ - Qwk: 0.6648
20
+ - Mse: 0.4635
21
+ - Rmse: 0.6808
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1538 | 2 | 2.6515 | -0.0084 | 2.6515 | 1.6283 |
53
+ | No log | 0.3077 | 4 | 1.3016 | 0.1484 | 1.3016 | 1.1409 |
54
+ | No log | 0.4615 | 6 | 0.7849 | 0.1372 | 0.7849 | 0.8859 |
55
+ | No log | 0.6154 | 8 | 0.8001 | 0.2527 | 0.8001 | 0.8945 |
56
+ | No log | 0.7692 | 10 | 0.7972 | 0.2982 | 0.7972 | 0.8928 |
57
+ | No log | 0.9231 | 12 | 0.7784 | 0.1304 | 0.7784 | 0.8823 |
58
+ | No log | 1.0769 | 14 | 0.8555 | 0.2769 | 0.8555 | 0.9249 |
59
+ | No log | 1.2308 | 16 | 1.0259 | 0.2900 | 1.0259 | 1.0129 |
60
+ | No log | 1.3846 | 18 | 0.8476 | 0.2736 | 0.8476 | 0.9207 |
61
+ | No log | 1.5385 | 20 | 0.6376 | 0.3348 | 0.6376 | 0.7985 |
62
+ | No log | 1.6923 | 22 | 0.6546 | 0.3719 | 0.6546 | 0.8091 |
63
+ | No log | 1.8462 | 24 | 0.6150 | 0.3664 | 0.6150 | 0.7842 |
64
+ | No log | 2.0 | 26 | 0.6354 | 0.3020 | 0.6354 | 0.7971 |
65
+ | No log | 2.1538 | 28 | 0.6396 | 0.3020 | 0.6396 | 0.7998 |
66
+ | No log | 2.3077 | 30 | 0.6462 | 0.3020 | 0.6462 | 0.8038 |
67
+ | No log | 2.4615 | 32 | 0.6430 | 0.2336 | 0.6430 | 0.8019 |
68
+ | No log | 2.6154 | 34 | 0.6662 | 0.0428 | 0.6662 | 0.8162 |
69
+ | No log | 2.7692 | 36 | 0.6705 | 0.0 | 0.6705 | 0.8189 |
70
+ | No log | 2.9231 | 38 | 0.6704 | 0.1617 | 0.6704 | 0.8188 |
71
+ | No log | 3.0769 | 40 | 0.6808 | 0.2206 | 0.6808 | 0.8251 |
72
+ | No log | 3.2308 | 42 | 0.7570 | 0.1962 | 0.7570 | 0.8701 |
73
+ | No log | 3.3846 | 44 | 0.6609 | 0.3238 | 0.6609 | 0.8130 |
74
+ | No log | 3.5385 | 46 | 0.5967 | 0.3426 | 0.5967 | 0.7724 |
75
+ | No log | 3.6923 | 48 | 0.7948 | 0.3354 | 0.7948 | 0.8915 |
76
+ | No log | 3.8462 | 50 | 0.9593 | 0.3239 | 0.9593 | 0.9795 |
77
+ | No log | 4.0 | 52 | 1.0012 | 0.2928 | 1.0012 | 1.0006 |
78
+ | No log | 4.1538 | 54 | 0.9286 | 0.3310 | 0.9286 | 0.9637 |
79
+ | No log | 4.3077 | 56 | 0.7167 | 0.3645 | 0.7167 | 0.8466 |
80
+ | No log | 4.4615 | 58 | 0.5292 | 0.6122 | 0.5292 | 0.7275 |
81
+ | No log | 4.6154 | 60 | 0.5206 | 0.4914 | 0.5206 | 0.7215 |
82
+ | No log | 4.7692 | 62 | 0.5285 | 0.4660 | 0.5285 | 0.7270 |
83
+ | No log | 4.9231 | 64 | 0.4952 | 0.6556 | 0.4952 | 0.7037 |
84
+ | No log | 5.0769 | 66 | 0.5632 | 0.4860 | 0.5632 | 0.7504 |
85
+ | No log | 5.2308 | 68 | 0.7068 | 0.3889 | 0.7068 | 0.8407 |
86
+ | No log | 5.3846 | 70 | 0.6382 | 0.4811 | 0.6382 | 0.7989 |
87
+ | No log | 5.5385 | 72 | 0.5014 | 0.5875 | 0.5014 | 0.7081 |
88
+ | No log | 5.6923 | 74 | 0.5680 | 0.5597 | 0.5680 | 0.7537 |
89
+ | No log | 5.8462 | 76 | 0.4871 | 0.5460 | 0.4871 | 0.6980 |
90
+ | No log | 6.0 | 78 | 0.4806 | 0.5356 | 0.4806 | 0.6933 |
91
+ | No log | 6.1538 | 80 | 0.5240 | 0.5247 | 0.5240 | 0.7239 |
92
+ | No log | 6.3077 | 82 | 0.5446 | 0.5033 | 0.5446 | 0.7380 |
93
+ | No log | 6.4615 | 84 | 0.4540 | 0.6648 | 0.4540 | 0.6738 |
94
+ | No log | 6.6154 | 86 | 0.5021 | 0.6261 | 0.5021 | 0.7086 |
95
+ | No log | 6.7692 | 88 | 0.5567 | 0.5886 | 0.5567 | 0.7461 |
96
+ | No log | 6.9231 | 90 | 0.5714 | 0.5907 | 0.5714 | 0.7559 |
97
+ | No log | 7.0769 | 92 | 0.4803 | 0.7041 | 0.4803 | 0.6931 |
98
+ | No log | 7.2308 | 94 | 0.7275 | 0.4617 | 0.7275 | 0.8530 |
99
+ | No log | 7.3846 | 96 | 0.9216 | 0.3972 | 0.9216 | 0.9600 |
100
+ | No log | 7.5385 | 98 | 0.7777 | 0.4321 | 0.7777 | 0.8819 |
101
+ | No log | 7.6923 | 100 | 0.5118 | 0.6990 | 0.5118 | 0.7154 |
102
+ | No log | 7.8462 | 102 | 0.5123 | 0.5383 | 0.5123 | 0.7157 |
103
+ | No log | 8.0 | 104 | 0.5284 | 0.5568 | 0.5284 | 0.7269 |
104
+ | No log | 8.1538 | 106 | 0.4551 | 0.5831 | 0.4551 | 0.6746 |
105
+ | No log | 8.3077 | 108 | 0.5096 | 0.5466 | 0.5096 | 0.7139 |
106
+ | No log | 8.4615 | 110 | 0.7099 | 0.4597 | 0.7099 | 0.8426 |
107
+ | No log | 8.6154 | 112 | 0.7075 | 0.4597 | 0.7075 | 0.8411 |
108
+ | No log | 8.7692 | 114 | 0.5375 | 0.5407 | 0.5375 | 0.7332 |
109
+ | No log | 8.9231 | 116 | 0.4409 | 0.6254 | 0.4409 | 0.6640 |
110
+ | No log | 9.0769 | 118 | 0.5367 | 0.5379 | 0.5367 | 0.7326 |
111
+ | No log | 9.2308 | 120 | 0.5793 | 0.5195 | 0.5793 | 0.7611 |
112
+ | No log | 9.3846 | 122 | 0.4655 | 0.6627 | 0.4655 | 0.6823 |
113
+ | No log | 9.5385 | 124 | 0.4623 | 0.6690 | 0.4623 | 0.6799 |
114
+ | No log | 9.6923 | 126 | 0.6043 | 0.4890 | 0.6043 | 0.7774 |
115
+ | No log | 9.8462 | 128 | 0.6112 | 0.4890 | 0.6112 | 0.7818 |
116
+ | No log | 10.0 | 130 | 0.5007 | 0.6390 | 0.5007 | 0.7076 |
117
+ | No log | 10.1538 | 132 | 0.4376 | 0.5993 | 0.4376 | 0.6615 |
118
+ | No log | 10.3077 | 134 | 0.4376 | 0.5888 | 0.4376 | 0.6615 |
119
+ | No log | 10.4615 | 136 | 0.4662 | 0.6888 | 0.4662 | 0.6828 |
120
+ | No log | 10.6154 | 138 | 0.4848 | 0.6888 | 0.4848 | 0.6962 |
121
+ | No log | 10.7692 | 140 | 0.4698 | 0.6781 | 0.4698 | 0.6854 |
122
+ | No log | 10.9231 | 142 | 0.4507 | 0.6975 | 0.4507 | 0.6714 |
123
+ | No log | 11.0769 | 144 | 0.4788 | 0.6697 | 0.4788 | 0.6919 |
124
+ | No log | 11.2308 | 146 | 0.4660 | 0.6514 | 0.4660 | 0.6827 |
125
+ | No log | 11.3846 | 148 | 0.4129 | 0.6661 | 0.4129 | 0.6426 |
126
+ | No log | 11.5385 | 150 | 0.4676 | 0.6227 | 0.4676 | 0.6838 |
127
+ | No log | 11.6923 | 152 | 0.4355 | 0.6431 | 0.4355 | 0.6599 |
128
+ | No log | 11.8462 | 154 | 0.3940 | 0.6661 | 0.3940 | 0.6277 |
129
+ | No log | 12.0 | 156 | 0.4459 | 0.6330 | 0.4459 | 0.6678 |
130
+ | No log | 12.1538 | 158 | 0.5606 | 0.5862 | 0.5606 | 0.7487 |
131
+ | No log | 12.3077 | 160 | 0.5062 | 0.6030 | 0.5062 | 0.7115 |
132
+ | No log | 12.4615 | 162 | 0.4047 | 0.6839 | 0.4047 | 0.6362 |
133
+ | No log | 12.6154 | 164 | 0.5345 | 0.6293 | 0.5345 | 0.7311 |
134
+ | No log | 12.7692 | 166 | 0.5322 | 0.6147 | 0.5322 | 0.7295 |
135
+ | No log | 12.9231 | 168 | 0.4264 | 0.6817 | 0.4264 | 0.6530 |
136
+ | No log | 13.0769 | 170 | 0.4915 | 0.5765 | 0.4915 | 0.7011 |
137
+ | No log | 13.2308 | 172 | 0.4924 | 0.5908 | 0.4924 | 0.7017 |
138
+ | No log | 13.3846 | 174 | 0.4543 | 0.6411 | 0.4543 | 0.6740 |
139
+ | No log | 13.5385 | 176 | 0.4633 | 0.6501 | 0.4633 | 0.6806 |
140
+ | No log | 13.6923 | 178 | 0.4488 | 0.6975 | 0.4488 | 0.6699 |
141
+ | No log | 13.8462 | 180 | 0.4318 | 0.6655 | 0.4318 | 0.6571 |
142
+ | No log | 14.0 | 182 | 0.4530 | 0.6360 | 0.4530 | 0.6730 |
143
+ | No log | 14.1538 | 184 | 0.4531 | 0.6540 | 0.4531 | 0.6731 |
144
+ | No log | 14.3077 | 186 | 0.4289 | 0.6673 | 0.4289 | 0.6549 |
145
+ | No log | 14.4615 | 188 | 0.4666 | 0.6141 | 0.4666 | 0.6830 |
146
+ | No log | 14.6154 | 190 | 0.4896 | 0.5836 | 0.4896 | 0.6997 |
147
+ | No log | 14.7692 | 192 | 0.5218 | 0.5378 | 0.5218 | 0.7223 |
148
+ | No log | 14.9231 | 194 | 0.4433 | 0.6762 | 0.4433 | 0.6658 |
149
+ | No log | 15.0769 | 196 | 0.4805 | 0.6444 | 0.4805 | 0.6932 |
150
+ | No log | 15.2308 | 198 | 0.5547 | 0.6277 | 0.5547 | 0.7448 |
151
+ | No log | 15.3846 | 200 | 0.5023 | 0.5961 | 0.5023 | 0.7087 |
152
+ | No log | 15.5385 | 202 | 0.4421 | 0.7306 | 0.4421 | 0.6649 |
153
+ | No log | 15.6923 | 204 | 0.4778 | 0.5567 | 0.4778 | 0.6912 |
154
+ | No log | 15.8462 | 206 | 0.4772 | 0.5553 | 0.4772 | 0.6908 |
155
+ | No log | 16.0 | 208 | 0.4510 | 0.7118 | 0.4510 | 0.6716 |
156
+ | No log | 16.1538 | 210 | 0.5105 | 0.5942 | 0.5105 | 0.7145 |
157
+ | No log | 16.3077 | 212 | 0.5196 | 0.5942 | 0.5196 | 0.7209 |
158
+ | No log | 16.4615 | 214 | 0.4702 | 0.6620 | 0.4702 | 0.6857 |
159
+ | No log | 16.6154 | 216 | 0.4780 | 0.5714 | 0.4780 | 0.6914 |
160
+ | No log | 16.7692 | 218 | 0.4882 | 0.5475 | 0.4882 | 0.6987 |
161
+ | No log | 16.9231 | 220 | 0.4967 | 0.5503 | 0.4967 | 0.7047 |
162
+ | No log | 17.0769 | 222 | 0.5165 | 0.5209 | 0.5165 | 0.7187 |
163
+ | No log | 17.2308 | 224 | 0.5055 | 0.5209 | 0.5055 | 0.7110 |
164
+ | No log | 17.3846 | 226 | 0.5086 | 0.5252 | 0.5086 | 0.7132 |
165
+ | No log | 17.5385 | 228 | 0.4768 | 0.5801 | 0.4768 | 0.6905 |
166
+ | No log | 17.6923 | 230 | 0.4358 | 0.7033 | 0.4358 | 0.6601 |
167
+ | No log | 17.8462 | 232 | 0.4786 | 0.6074 | 0.4786 | 0.6918 |
168
+ | No log | 18.0 | 234 | 0.6224 | 0.5543 | 0.6224 | 0.7889 |
169
+ | No log | 18.1538 | 236 | 0.5926 | 0.6156 | 0.5926 | 0.7698 |
170
+ | No log | 18.3077 | 238 | 0.4578 | 0.6609 | 0.4578 | 0.6766 |
171
+ | No log | 18.4615 | 240 | 0.4552 | 0.6174 | 0.4552 | 0.6747 |
172
+ | No log | 18.6154 | 242 | 0.4697 | 0.5852 | 0.4697 | 0.6853 |
173
+ | No log | 18.7692 | 244 | 0.4611 | 0.6088 | 0.4611 | 0.6791 |
174
+ | No log | 18.9231 | 246 | 0.4386 | 0.6241 | 0.4386 | 0.6622 |
175
+ | No log | 19.0769 | 248 | 0.4411 | 0.6866 | 0.4411 | 0.6642 |
176
+ | No log | 19.2308 | 250 | 0.4628 | 0.6407 | 0.4628 | 0.6803 |
177
+ | No log | 19.3846 | 252 | 0.4642 | 0.6918 | 0.4642 | 0.6813 |
178
+ | No log | 19.5385 | 254 | 0.4896 | 0.6298 | 0.4896 | 0.6997 |
179
+ | No log | 19.6923 | 256 | 0.5077 | 0.6372 | 0.5077 | 0.7125 |
180
+ | No log | 19.8462 | 258 | 0.4901 | 0.6039 | 0.4901 | 0.7000 |
181
+ | No log | 20.0 | 260 | 0.4632 | 0.6359 | 0.4632 | 0.6806 |
182
+ | No log | 20.1538 | 262 | 0.4537 | 0.6032 | 0.4537 | 0.6735 |
183
+ | No log | 20.3077 | 264 | 0.4685 | 0.5510 | 0.4685 | 0.6845 |
184
+ | No log | 20.4615 | 266 | 0.4628 | 0.5731 | 0.4628 | 0.6803 |
185
+ | No log | 20.6154 | 268 | 0.4505 | 0.6344 | 0.4505 | 0.6712 |
186
+ | No log | 20.7692 | 270 | 0.4672 | 0.5951 | 0.4672 | 0.6835 |
187
+ | No log | 20.9231 | 272 | 0.4811 | 0.6282 | 0.4811 | 0.6936 |
188
+ | No log | 21.0769 | 274 | 0.4573 | 0.6552 | 0.4573 | 0.6762 |
189
+ | No log | 21.2308 | 276 | 0.4747 | 0.6182 | 0.4747 | 0.6890 |
190
+ | No log | 21.3846 | 278 | 0.5527 | 0.4851 | 0.5527 | 0.7434 |
191
+ | No log | 21.5385 | 280 | 0.5156 | 0.5657 | 0.5156 | 0.7181 |
192
+ | No log | 21.6923 | 282 | 0.4477 | 0.5861 | 0.4477 | 0.6691 |
193
+ | No log | 21.8462 | 284 | 0.4499 | 0.6032 | 0.4499 | 0.6708 |
194
+ | No log | 22.0 | 286 | 0.4543 | 0.6032 | 0.4543 | 0.6740 |
195
+ | No log | 22.1538 | 288 | 0.4455 | 0.5734 | 0.4455 | 0.6675 |
196
+ | No log | 22.3077 | 290 | 0.4478 | 0.6168 | 0.4478 | 0.6692 |
197
+ | No log | 22.4615 | 292 | 0.4596 | 0.6168 | 0.4596 | 0.6779 |
198
+ | No log | 22.6154 | 294 | 0.4436 | 0.5617 | 0.4436 | 0.6661 |
199
+ | No log | 22.7692 | 296 | 0.4452 | 0.5734 | 0.4452 | 0.6672 |
200
+ | No log | 22.9231 | 298 | 0.4942 | 0.6325 | 0.4942 | 0.7030 |
201
+ | No log | 23.0769 | 300 | 0.5594 | 0.5814 | 0.5594 | 0.7479 |
202
+ | No log | 23.2308 | 302 | 0.5501 | 0.5659 | 0.5501 | 0.7417 |
203
+ | No log | 23.3846 | 304 | 0.4790 | 0.5671 | 0.4790 | 0.6921 |
204
+ | No log | 23.5385 | 306 | 0.4405 | 0.5133 | 0.4405 | 0.6637 |
205
+ | No log | 23.6923 | 308 | 0.4368 | 0.5591 | 0.4368 | 0.6609 |
206
+ | No log | 23.8462 | 310 | 0.4290 | 0.5493 | 0.4290 | 0.6550 |
207
+ | No log | 24.0 | 312 | 0.4252 | 0.5493 | 0.4252 | 0.6521 |
208
+ | No log | 24.1538 | 314 | 0.4212 | 0.5617 | 0.4212 | 0.6490 |
209
+ | No log | 24.3077 | 316 | 0.4182 | 0.5714 | 0.4182 | 0.6467 |
210
+ | No log | 24.4615 | 318 | 0.4263 | 0.5731 | 0.4263 | 0.6529 |
211
+ | No log | 24.6154 | 320 | 0.4526 | 0.5933 | 0.4526 | 0.6728 |
212
+ | No log | 24.7692 | 322 | 0.4513 | 0.5855 | 0.4513 | 0.6718 |
213
+ | No log | 24.9231 | 324 | 0.4387 | 0.6414 | 0.4387 | 0.6624 |
214
+ | No log | 25.0769 | 326 | 0.4349 | 0.6975 | 0.4349 | 0.6595 |
215
+ | No log | 25.2308 | 328 | 0.4200 | 0.6759 | 0.4200 | 0.6481 |
216
+ | No log | 25.3846 | 330 | 0.4223 | 0.6747 | 0.4223 | 0.6498 |
217
+ | No log | 25.5385 | 332 | 0.4256 | 0.6946 | 0.4256 | 0.6524 |
218
+ | No log | 25.6923 | 334 | 0.4322 | 0.7042 | 0.4322 | 0.6574 |
219
+ | No log | 25.8462 | 336 | 0.4385 | 0.6772 | 0.4385 | 0.6622 |
220
+ | No log | 26.0 | 338 | 0.4400 | 0.6950 | 0.4400 | 0.6633 |
221
+ | No log | 26.1538 | 340 | 0.4388 | 0.6860 | 0.4388 | 0.6624 |
222
+ | No log | 26.3077 | 342 | 0.4398 | 0.6606 | 0.4398 | 0.6632 |
223
+ | No log | 26.4615 | 344 | 0.4496 | 0.6526 | 0.4496 | 0.6705 |
224
+ | No log | 26.6154 | 346 | 0.4298 | 0.6782 | 0.4298 | 0.6556 |
225
+ | No log | 26.7692 | 348 | 0.4097 | 0.6946 | 0.4097 | 0.6401 |
226
+ | No log | 26.9231 | 350 | 0.4288 | 0.6431 | 0.4288 | 0.6549 |
227
+ | No log | 27.0769 | 352 | 0.4684 | 0.6341 | 0.4684 | 0.6844 |
228
+ | No log | 27.2308 | 354 | 0.4405 | 0.6431 | 0.4405 | 0.6637 |
229
+ | No log | 27.3846 | 356 | 0.4165 | 0.6919 | 0.4165 | 0.6454 |
230
+ | No log | 27.5385 | 358 | 0.4130 | 0.6957 | 0.4130 | 0.6427 |
231
+ | No log | 27.6923 | 360 | 0.4099 | 0.6661 | 0.4099 | 0.6402 |
232
+ | No log | 27.8462 | 362 | 0.4103 | 0.6769 | 0.4103 | 0.6405 |
233
+ | No log | 28.0 | 364 | 0.4181 | 0.5960 | 0.4181 | 0.6466 |
234
+ | No log | 28.1538 | 366 | 0.4199 | 0.5731 | 0.4199 | 0.6480 |
235
+ | No log | 28.3077 | 368 | 0.4346 | 0.5960 | 0.4346 | 0.6592 |
236
+ | No log | 28.4615 | 370 | 0.4315 | 0.5731 | 0.4315 | 0.6569 |
237
+ | No log | 28.6154 | 372 | 0.4232 | 0.6448 | 0.4232 | 0.6506 |
238
+ | No log | 28.7692 | 374 | 0.4290 | 0.6648 | 0.4290 | 0.6550 |
239
+ | No log | 28.9231 | 376 | 0.4375 | 0.6924 | 0.4375 | 0.6614 |
240
+ | No log | 29.0769 | 378 | 0.4257 | 0.6854 | 0.4257 | 0.6525 |
241
+ | No log | 29.2308 | 380 | 0.4438 | 0.6096 | 0.4438 | 0.6662 |
242
+ | No log | 29.3846 | 382 | 0.4751 | 0.5794 | 0.4751 | 0.6893 |
243
+ | No log | 29.5385 | 384 | 0.4737 | 0.5794 | 0.4737 | 0.6883 |
244
+ | No log | 29.6923 | 386 | 0.4380 | 0.6514 | 0.4380 | 0.6618 |
245
+ | No log | 29.8462 | 388 | 0.4229 | 0.7148 | 0.4229 | 0.6503 |
246
+ | No log | 30.0 | 390 | 0.4290 | 0.7095 | 0.4290 | 0.6549 |
247
+ | No log | 30.1538 | 392 | 0.4219 | 0.7022 | 0.4219 | 0.6495 |
248
+ | No log | 30.3077 | 394 | 0.4192 | 0.7148 | 0.4192 | 0.6474 |
249
+ | No log | 30.4615 | 396 | 0.4430 | 0.6330 | 0.4430 | 0.6656 |
250
+ | No log | 30.6154 | 398 | 0.4523 | 0.6013 | 0.4523 | 0.6726 |
251
+ | No log | 30.7692 | 400 | 0.4353 | 0.5877 | 0.4353 | 0.6598 |
252
+ | No log | 30.9231 | 402 | 0.4213 | 0.6769 | 0.4213 | 0.6491 |
253
+ | No log | 31.0769 | 404 | 0.4312 | 0.6924 | 0.4312 | 0.6566 |
254
+ | No log | 31.2308 | 406 | 0.4581 | 0.6334 | 0.4581 | 0.6768 |
255
+ | No log | 31.3846 | 408 | 0.4520 | 0.6334 | 0.4520 | 0.6723 |
256
+ | No log | 31.5385 | 410 | 0.4285 | 0.6924 | 0.4285 | 0.6546 |
257
+ | No log | 31.6923 | 412 | 0.4228 | 0.6877 | 0.4228 | 0.6503 |
258
+ | No log | 31.8462 | 414 | 0.4530 | 0.5779 | 0.4530 | 0.6730 |
259
+ | No log | 32.0 | 416 | 0.4829 | 0.5922 | 0.4829 | 0.6949 |
260
+ | No log | 32.1538 | 418 | 0.4911 | 0.5721 | 0.4911 | 0.7008 |
261
+ | No log | 32.3077 | 420 | 0.4519 | 0.5642 | 0.4519 | 0.6723 |
262
+ | No log | 32.4615 | 422 | 0.4271 | 0.6257 | 0.4271 | 0.6536 |
263
+ | No log | 32.6154 | 424 | 0.4244 | 0.6448 | 0.4244 | 0.6515 |
264
+ | No log | 32.7692 | 426 | 0.4305 | 0.6843 | 0.4305 | 0.6561 |
265
+ | No log | 32.9231 | 428 | 0.4228 | 0.6843 | 0.4228 | 0.6503 |
266
+ | No log | 33.0769 | 430 | 0.4189 | 0.6648 | 0.4189 | 0.6472 |
267
+ | No log | 33.2308 | 432 | 0.4219 | 0.6975 | 0.4219 | 0.6495 |
268
+ | No log | 33.3846 | 434 | 0.4433 | 0.5877 | 0.4433 | 0.6658 |
269
+ | No log | 33.5385 | 436 | 0.4884 | 0.5513 | 0.4884 | 0.6989 |
270
+ | No log | 33.6923 | 438 | 0.5042 | 0.5922 | 0.5042 | 0.7101 |
271
+ | No log | 33.8462 | 440 | 0.4980 | 0.5513 | 0.4980 | 0.7057 |
272
+ | No log | 34.0 | 442 | 0.4707 | 0.5368 | 0.4707 | 0.6861 |
273
+ | No log | 34.1538 | 444 | 0.4439 | 0.5796 | 0.4439 | 0.6663 |
274
+ | No log | 34.3077 | 446 | 0.4158 | 0.6648 | 0.4158 | 0.6448 |
275
+ | No log | 34.4615 | 448 | 0.4155 | 0.6648 | 0.4155 | 0.6446 |
276
+ | No log | 34.6154 | 450 | 0.4259 | 0.6448 | 0.4259 | 0.6526 |
277
+ | No log | 34.7692 | 452 | 0.4366 | 0.5493 | 0.4366 | 0.6607 |
278
+ | No log | 34.9231 | 454 | 0.4377 | 0.5493 | 0.4377 | 0.6616 |
279
+ | No log | 35.0769 | 456 | 0.4370 | 0.5493 | 0.4370 | 0.6611 |
280
+ | No log | 35.2308 | 458 | 0.4430 | 0.5731 | 0.4430 | 0.6656 |
281
+ | No log | 35.3846 | 460 | 0.4749 | 0.5642 | 0.4749 | 0.6891 |
282
+ | No log | 35.5385 | 462 | 0.5343 | 0.5735 | 0.5343 | 0.7310 |
283
+ | No log | 35.6923 | 464 | 0.6068 | 0.4828 | 0.6068 | 0.7789 |
284
+ | No log | 35.8462 | 466 | 0.5931 | 0.5280 | 0.5931 | 0.7701 |
285
+ | No log | 36.0 | 468 | 0.5044 | 0.5599 | 0.5044 | 0.7102 |
286
+ | No log | 36.1538 | 470 | 0.4355 | 0.5731 | 0.4355 | 0.6599 |
287
+ | No log | 36.3077 | 472 | 0.4470 | 0.6727 | 0.4470 | 0.6686 |
288
+ | No log | 36.4615 | 474 | 0.5001 | 0.6344 | 0.5001 | 0.7072 |
289
+ | No log | 36.6154 | 476 | 0.5247 | 0.5827 | 0.5247 | 0.7244 |
290
+ | No log | 36.7692 | 478 | 0.4940 | 0.6038 | 0.4940 | 0.7028 |
291
+ | No log | 36.9231 | 480 | 0.4486 | 0.6339 | 0.4486 | 0.6698 |
292
+ | No log | 37.0769 | 482 | 0.4328 | 0.6648 | 0.4328 | 0.6579 |
293
+ | No log | 37.2308 | 484 | 0.4306 | 0.6648 | 0.4306 | 0.6562 |
294
+ | No log | 37.3846 | 486 | 0.4345 | 0.6542 | 0.4345 | 0.6591 |
295
+ | No log | 37.5385 | 488 | 0.4577 | 0.6530 | 0.4577 | 0.6765 |
296
+ | No log | 37.6923 | 490 | 0.4742 | 0.6434 | 0.4742 | 0.6886 |
297
+ | No log | 37.8462 | 492 | 0.4515 | 0.6908 | 0.4515 | 0.6719 |
298
+ | No log | 38.0 | 494 | 0.4398 | 0.6464 | 0.4398 | 0.6632 |
299
+ | No log | 38.1538 | 496 | 0.4421 | 0.5985 | 0.4421 | 0.6649 |
300
+ | No log | 38.3077 | 498 | 0.4420 | 0.6068 | 0.4420 | 0.6648 |
301
+ | 0.3311 | 38.4615 | 500 | 0.4414 | 0.6661 | 0.4414 | 0.6644 |
302
+ | 0.3311 | 38.6154 | 502 | 0.4534 | 0.6142 | 0.4534 | 0.6733 |
303
+ | 0.3311 | 38.7692 | 504 | 0.4661 | 0.6346 | 0.4661 | 0.6827 |
304
+ | 0.3311 | 38.9231 | 506 | 0.4839 | 0.5872 | 0.4839 | 0.6956 |
305
+ | 0.3311 | 39.0769 | 508 | 0.4810 | 0.6070 | 0.4810 | 0.6935 |
306
+ | 0.3311 | 39.2308 | 510 | 0.4635 | 0.6648 | 0.4635 | 0.6808 |
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
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