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Arabic_FineTuningAraBERT_AugV0_k5_task1_organization_fold1

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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: Arabic_FineTuningAraBERT_AugV0_k5_task1_organization_fold0
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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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- # Arabic_FineTuningAraBERT_AugV0_k5_task1_organization_fold0
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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: 0.7707
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- - Qwk: 0.7576
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- - Mse: 0.7707
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- - Rmse: 0.8779
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  ## Model description
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@@ -47,203 +47,188 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0513 | 2 | 4.6963 | 0.0512 | 4.6963 | 2.1671 |
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- | No log | 0.1026 | 4 | 2.6587 | 0.2075 | 2.6587 | 1.6306 |
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- | No log | 0.1538 | 6 | 1.5451 | 0.1312 | 1.5451 | 1.2430 |
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- | No log | 0.2051 | 8 | 1.3150 | 0.2241 | 1.3150 | 1.1467 |
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- | No log | 0.2564 | 10 | 1.6117 | 0.1391 | 1.6117 | 1.2695 |
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- | No log | 0.3077 | 12 | 1.7262 | 0.0050 | 1.7262 | 1.3138 |
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- | No log | 0.3590 | 14 | 1.5949 | 0.0801 | 1.5949 | 1.2629 |
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- | No log | 0.4103 | 16 | 1.3723 | 0.2416 | 1.3723 | 1.1714 |
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- | No log | 0.4615 | 18 | 1.5349 | 0.0490 | 1.5349 | 1.2389 |
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- | No log | 0.5128 | 20 | 1.8348 | 0.1139 | 1.8348 | 1.3545 |
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- | No log | 0.5641 | 22 | 1.4962 | 0.0 | 1.4962 | 1.2232 |
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- | No log | 0.6154 | 24 | 1.2684 | 0.4310 | 1.2684 | 1.1262 |
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- | No log | 0.6667 | 26 | 1.4050 | 0.1873 | 1.4050 | 1.1853 |
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- | No log | 0.7179 | 28 | 1.4856 | 0.1348 | 1.4856 | 1.2189 |
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- | No log | 0.7692 | 30 | 1.3743 | 0.1391 | 1.3743 | 1.1723 |
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- | No log | 0.8205 | 32 | 1.4283 | 0.1119 | 1.4283 | 1.1951 |
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- | No log | 0.8718 | 34 | 1.6024 | 0.1370 | 1.6024 | 1.2659 |
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- | No log | 0.9231 | 36 | 1.5973 | 0.0300 | 1.5973 | 1.2638 |
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- | No log | 0.9744 | 38 | 1.5907 | 0.1500 | 1.5907 | 1.2612 |
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- | No log | 1.0256 | 40 | 1.6646 | 0.2611 | 1.6646 | 1.2902 |
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- | No log | 1.0769 | 42 | 1.6029 | 0.2711 | 1.6029 | 1.2661 |
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- | No log | 1.1282 | 44 | 1.4742 | 0.1500 | 1.4742 | 1.2142 |
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- | No log | 1.1795 | 46 | 1.3571 | 0.2518 | 1.3571 | 1.1649 |
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- | No log | 1.2308 | 48 | 1.2628 | 0.2776 | 1.2628 | 1.1238 |
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- | No log | 1.2821 | 50 | 1.1896 | 0.2776 | 1.1896 | 1.0907 |
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- | No log | 1.3333 | 52 | 1.1146 | 0.2435 | 1.1146 | 1.0558 |
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- | No log | 1.3846 | 54 | 1.0737 | 0.2435 | 1.0737 | 1.0362 |
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- | No log | 1.4359 | 56 | 1.0344 | 0.2454 | 1.0344 | 1.0171 |
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- | No log | 1.4872 | 58 | 1.0301 | 0.3546 | 1.0301 | 1.0150 |
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- | No log | 1.5385 | 60 | 1.0234 | 0.3546 | 1.0234 | 1.0117 |
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- | No log | 1.5897 | 62 | 1.0075 | 0.3546 | 1.0075 | 1.0038 |
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- | No log | 1.6410 | 64 | 1.0326 | 0.4555 | 1.0326 | 1.0162 |
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- | No log | 1.6923 | 66 | 1.0653 | 0.5484 | 1.0653 | 1.0321 |
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- | No log | 1.7436 | 68 | 1.1390 | 0.5243 | 1.1390 | 1.0673 |
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- | No log | 1.7949 | 70 | 1.1314 | 0.5243 | 1.1314 | 1.0637 |
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- | No log | 1.8462 | 72 | 1.1287 | 0.5011 | 1.1287 | 1.0624 |
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- | No log | 1.8974 | 74 | 1.0937 | 0.5011 | 1.0937 | 1.0458 |
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- | No log | 1.9487 | 76 | 1.1883 | 0.5204 | 1.1883 | 1.0901 |
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- | No log | 2.0 | 78 | 1.1590 | 0.5417 | 1.1590 | 1.0766 |
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- | No log | 2.0513 | 80 | 1.0537 | 0.5661 | 1.0537 | 1.0265 |
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- | No log | 2.1026 | 82 | 0.9748 | 0.4797 | 0.9748 | 0.9873 |
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- | No log | 2.1538 | 84 | 0.9595 | 0.4797 | 0.9595 | 0.9796 |
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- | No log | 2.2051 | 86 | 0.9454 | 0.5679 | 0.9454 | 0.9723 |
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- | No log | 2.2564 | 88 | 0.9212 | 0.5043 | 0.9212 | 0.9598 |
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- | No log | 2.3077 | 90 | 0.8703 | 0.5494 | 0.8703 | 0.9329 |
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- | No log | 2.3590 | 92 | 0.8984 | 0.6323 | 0.8984 | 0.9479 |
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- | No log | 2.4103 | 94 | 1.0262 | 0.5638 | 1.0262 | 1.0130 |
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- | No log | 2.4615 | 96 | 0.9829 | 0.4807 | 0.9829 | 0.9914 |
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- | No log | 2.5128 | 98 | 0.8922 | 0.5020 | 0.8922 | 0.9446 |
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- | No log | 2.5641 | 100 | 0.7934 | 0.6272 | 0.7934 | 0.8907 |
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- | No log | 2.6154 | 102 | 0.7458 | 0.6550 | 0.7458 | 0.8636 |
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- | No log | 2.6667 | 104 | 0.7198 | 0.7321 | 0.7198 | 0.8484 |
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- | No log | 2.7179 | 106 | 0.7429 | 0.7025 | 0.7429 | 0.8619 |
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- | No log | 2.7692 | 108 | 0.7712 | 0.6023 | 0.7712 | 0.8782 |
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- | No log | 2.8205 | 110 | 0.8170 | 0.5785 | 0.8170 | 0.9039 |
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- | No log | 2.8718 | 112 | 0.9368 | 0.5004 | 0.9368 | 0.9679 |
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- | No log | 2.9231 | 114 | 0.9925 | 0.5349 | 0.9925 | 0.9962 |
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- | No log | 2.9744 | 116 | 0.9268 | 0.5366 | 0.9268 | 0.9627 |
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- | No log | 3.0256 | 118 | 0.8453 | 0.5218 | 0.8453 | 0.9194 |
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- | No log | 3.0769 | 120 | 0.7938 | 0.5422 | 0.7938 | 0.8909 |
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- | No log | 3.1282 | 122 | 0.8459 | 0.5205 | 0.8459 | 0.9197 |
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- | No log | 3.1795 | 124 | 0.8118 | 0.5752 | 0.8118 | 0.9010 |
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- | No log | 3.2308 | 126 | 0.7268 | 0.6420 | 0.7268 | 0.8525 |
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- | No log | 3.2821 | 128 | 0.6940 | 0.6824 | 0.6940 | 0.8331 |
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- | No log | 3.3333 | 130 | 0.6935 | 0.6824 | 0.6935 | 0.8328 |
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- | No log | 3.3846 | 132 | 0.7148 | 0.6225 | 0.7148 | 0.8455 |
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- | No log | 3.4359 | 134 | 0.8006 | 0.6309 | 0.8006 | 0.8948 |
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- | No log | 3.4872 | 136 | 0.8836 | 0.5540 | 0.8836 | 0.9400 |
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- | No log | 3.5385 | 138 | 0.9300 | 0.5532 | 0.9300 | 0.9644 |
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- | No log | 3.5897 | 140 | 0.9075 | 0.5714 | 0.9075 | 0.9526 |
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- | No log | 3.6410 | 142 | 0.8476 | 0.6356 | 0.8476 | 0.9206 |
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- | No log | 3.6923 | 144 | 0.9058 | 0.6303 | 0.9058 | 0.9517 |
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- | No log | 3.7436 | 146 | 1.0258 | 0.5349 | 1.0258 | 1.0128 |
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- | No log | 3.7949 | 148 | 1.0290 | 0.5489 | 1.0290 | 1.0144 |
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- | No log | 3.8462 | 150 | 0.8547 | 0.6356 | 0.8547 | 0.9245 |
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- | No log | 3.8974 | 152 | 0.7195 | 0.6225 | 0.7195 | 0.8483 |
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- | No log | 3.9487 | 154 | 0.6912 | 0.6824 | 0.6912 | 0.8314 |
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- | No log | 4.0 | 156 | 0.7483 | 0.6934 | 0.7483 | 0.8651 |
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- | No log | 4.0513 | 158 | 0.8263 | 0.6253 | 0.8263 | 0.9090 |
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- | No log | 4.1026 | 160 | 0.7983 | 0.6791 | 0.7983 | 0.8935 |
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- | No log | 4.1538 | 162 | 0.7378 | 0.6860 | 0.7378 | 0.8589 |
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- | No log | 4.2051 | 164 | 0.6791 | 0.6225 | 0.6791 | 0.8241 |
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- | No log | 4.2564 | 166 | 0.6811 | 0.6818 | 0.6811 | 0.8253 |
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- | No log | 4.3077 | 168 | 0.7195 | 0.6309 | 0.7195 | 0.8482 |
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- | No log | 4.3590 | 170 | 0.7909 | 0.6260 | 0.7909 | 0.8893 |
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- | No log | 4.4103 | 172 | 0.8198 | 0.6732 | 0.8198 | 0.9054 |
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- | No log | 4.4615 | 174 | 0.7936 | 0.6732 | 0.7936 | 0.8909 |
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- | No log | 4.5128 | 176 | 0.7145 | 0.7333 | 0.7145 | 0.8453 |
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- | No log | 4.5641 | 178 | 0.6334 | 0.6757 | 0.6334 | 0.7959 |
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- | No log | 4.6154 | 180 | 0.6097 | 0.6757 | 0.6097 | 0.7808 |
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- | No log | 4.6667 | 182 | 0.6360 | 0.7516 | 0.6360 | 0.7975 |
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- | No log | 4.7179 | 184 | 0.7418 | 0.7764 | 0.7418 | 0.8613 |
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- | No log | 4.7692 | 186 | 0.7842 | 0.7670 | 0.7842 | 0.8856 |
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- | No log | 4.8205 | 188 | 0.7546 | 0.7670 | 0.7546 | 0.8687 |
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- | No log | 4.8718 | 190 | 0.7350 | 0.7764 | 0.7350 | 0.8573 |
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- | No log | 4.9231 | 192 | 0.7037 | 0.7864 | 0.7037 | 0.8389 |
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- | No log | 4.9744 | 194 | 0.6977 | 0.7864 | 0.6977 | 0.8353 |
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- | No log | 5.0256 | 196 | 0.7737 | 0.7169 | 0.7737 | 0.8796 |
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- | No log | 5.0769 | 198 | 0.8910 | 0.6769 | 0.8910 | 0.9439 |
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- | No log | 5.1282 | 200 | 0.8860 | 0.6769 | 0.8860 | 0.9413 |
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- | No log | 5.1795 | 202 | 0.8939 | 0.6811 | 0.8939 | 0.9455 |
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- | No log | 5.2308 | 204 | 0.8592 | 0.6965 | 0.8592 | 0.9270 |
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- | No log | 5.2821 | 206 | 0.8582 | 0.6965 | 0.8582 | 0.9264 |
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- | No log | 5.3333 | 208 | 0.8238 | 0.7422 | 0.8238 | 0.9077 |
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- | No log | 5.3846 | 210 | 0.7685 | 0.8171 | 0.7685 | 0.8766 |
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- | No log | 5.4359 | 212 | 0.6986 | 0.7864 | 0.6986 | 0.8358 |
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- | No log | 5.4872 | 214 | 0.6802 | 0.7864 | 0.6802 | 0.8248 |
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- | No log | 5.5385 | 216 | 0.7062 | 0.7328 | 0.7062 | 0.8404 |
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- | No log | 5.5897 | 218 | 0.8059 | 0.7422 | 0.8059 | 0.8977 |
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- | No log | 5.6410 | 220 | 0.8359 | 0.7422 | 0.8359 | 0.9143 |
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- | No log | 5.6923 | 222 | 0.7817 | 0.7422 | 0.7817 | 0.8841 |
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- | No log | 5.7436 | 224 | 0.7734 | 0.7422 | 0.7734 | 0.8794 |
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- | No log | 5.7949 | 226 | 0.8506 | 0.6965 | 0.8506 | 0.9223 |
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- | No log | 5.8462 | 228 | 0.9084 | 0.6811 | 0.9084 | 0.9531 |
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- | No log | 5.8974 | 230 | 0.9446 | 0.6811 | 0.9446 | 0.9719 |
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- | No log | 5.9487 | 232 | 0.9839 | 0.6811 | 0.9839 | 0.9919 |
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- | No log | 6.0 | 234 | 0.9530 | 0.6811 | 0.9530 | 0.9762 |
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- | No log | 6.0513 | 236 | 0.8703 | 0.6811 | 0.8703 | 0.9329 |
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- | No log | 6.1026 | 238 | 0.7702 | 0.6610 | 0.7702 | 0.8776 |
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- | No log | 6.1538 | 240 | 0.7159 | 0.6791 | 0.7159 | 0.8461 |
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- | No log | 6.2051 | 242 | 0.6992 | 0.7670 | 0.6992 | 0.8362 |
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- | No log | 6.2564 | 244 | 0.7328 | 0.7670 | 0.7328 | 0.8560 |
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- | No log | 6.3077 | 246 | 0.7680 | 0.7583 | 0.7680 | 0.8764 |
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- | No log | 6.3590 | 248 | 0.7468 | 0.7670 | 0.7468 | 0.8642 |
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- | No log | 6.4103 | 250 | 0.7023 | 0.7670 | 0.7023 | 0.8380 |
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- | No log | 6.4615 | 252 | 0.6552 | 0.8171 | 0.6552 | 0.8094 |
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- | No log | 6.5128 | 254 | 0.6357 | 0.8171 | 0.6357 | 0.7973 |
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- | No log | 6.5641 | 256 | 0.6466 | 0.8070 | 0.6466 | 0.8041 |
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- | No log | 6.6154 | 258 | 0.7147 | 0.7586 | 0.7147 | 0.8454 |
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- | No log | 6.6667 | 260 | 0.8009 | 0.7059 | 0.8009 | 0.8950 |
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- | No log | 6.7179 | 262 | 0.8445 | 0.6662 | 0.8445 | 0.9190 |
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- | No log | 6.7692 | 264 | 0.9002 | 0.6704 | 0.9002 | 0.9488 |
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- | No log | 6.8205 | 266 | 0.8649 | 0.6704 | 0.8649 | 0.9300 |
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- | No log | 6.8718 | 268 | 0.7567 | 0.7944 | 0.7567 | 0.8699 |
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- | No log | 6.9231 | 270 | 0.6455 | 0.8070 | 0.6455 | 0.8034 |
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- | No log | 6.9744 | 272 | 0.6223 | 0.8070 | 0.6223 | 0.7889 |
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- | No log | 7.0256 | 274 | 0.6446 | 0.8070 | 0.6446 | 0.8028 |
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- | No log | 7.0769 | 276 | 0.7030 | 0.7586 | 0.7030 | 0.8385 |
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- | No log | 7.1282 | 278 | 0.7739 | 0.7426 | 0.7739 | 0.8797 |
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- | No log | 7.1795 | 280 | 0.7819 | 0.7429 | 0.7819 | 0.8843 |
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- | No log | 7.2308 | 282 | 0.7344 | 0.7426 | 0.7344 | 0.8570 |
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- | No log | 7.2821 | 284 | 0.6858 | 0.8070 | 0.6858 | 0.8281 |
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- | No log | 7.3333 | 286 | 0.6722 | 0.8070 | 0.6722 | 0.8199 |
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- | No log | 7.3846 | 288 | 0.6435 | 0.8070 | 0.6435 | 0.8022 |
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- | No log | 7.4359 | 290 | 0.6610 | 0.8070 | 0.6610 | 0.8130 |
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- | No log | 7.4872 | 292 | 0.6953 | 0.7504 | 0.6953 | 0.8338 |
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- | No log | 7.5385 | 294 | 0.7188 | 0.7583 | 0.7188 | 0.8478 |
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- | No log | 7.5897 | 296 | 0.7005 | 0.7583 | 0.7005 | 0.8369 |
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- | No log | 7.6410 | 298 | 0.6973 | 0.7670 | 0.6973 | 0.8350 |
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- | No log | 7.6923 | 300 | 0.6909 | 0.7670 | 0.6909 | 0.8312 |
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- | No log | 7.7436 | 302 | 0.7029 | 0.7658 | 0.7029 | 0.8384 |
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- | No log | 7.7949 | 304 | 0.7340 | 0.7576 | 0.7340 | 0.8567 |
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- | No log | 7.8462 | 306 | 0.7512 | 0.7576 | 0.7512 | 0.8667 |
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- | No log | 7.8974 | 308 | 0.7323 | 0.7576 | 0.7323 | 0.8557 |
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- | No log | 7.9487 | 310 | 0.7341 | 0.7579 | 0.7341 | 0.8568 |
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- | No log | 8.0 | 312 | 0.7289 | 0.7579 | 0.7289 | 0.8537 |
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- | No log | 8.0513 | 314 | 0.7382 | 0.7579 | 0.7382 | 0.8592 |
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- | No log | 8.1026 | 316 | 0.7256 | 0.7579 | 0.7256 | 0.8518 |
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- | No log | 8.1538 | 318 | 0.7236 | 0.7579 | 0.7236 | 0.8506 |
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- | No log | 8.2051 | 320 | 0.7482 | 0.7502 | 0.7482 | 0.8650 |
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- | No log | 8.2564 | 322 | 0.7599 | 0.7502 | 0.7599 | 0.8717 |
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- | No log | 8.3077 | 324 | 0.7546 | 0.7502 | 0.7546 | 0.8687 |
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- | No log | 8.3590 | 326 | 0.7741 | 0.7502 | 0.7741 | 0.8798 |
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- | No log | 8.4103 | 328 | 0.7839 | 0.7502 | 0.7839 | 0.8854 |
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- | No log | 8.4615 | 330 | 0.8150 | 0.7143 | 0.8150 | 0.9028 |
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- | No log | 8.5128 | 332 | 0.8256 | 0.7055 | 0.8256 | 0.9086 |
218
- | No log | 8.5641 | 334 | 0.8191 | 0.7422 | 0.8191 | 0.9050 |
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- | No log | 8.6154 | 336 | 0.8028 | 0.7422 | 0.8028 | 0.8960 |
220
- | No log | 8.6667 | 338 | 0.7993 | 0.7422 | 0.7993 | 0.8940 |
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- | No log | 8.7179 | 340 | 0.7979 | 0.7422 | 0.7979 | 0.8932 |
222
- | No log | 8.7692 | 342 | 0.8110 | 0.7422 | 0.8110 | 0.9006 |
223
- | No log | 8.8205 | 344 | 0.8374 | 0.7055 | 0.8374 | 0.9151 |
224
- | No log | 8.8718 | 346 | 0.8500 | 0.6998 | 0.8500 | 0.9220 |
225
- | No log | 8.9231 | 348 | 0.8398 | 0.7143 | 0.8398 | 0.9164 |
226
- | No log | 8.9744 | 350 | 0.8324 | 0.7143 | 0.8324 | 0.9124 |
227
- | No log | 9.0256 | 352 | 0.8066 | 0.7143 | 0.8066 | 0.8981 |
228
- | No log | 9.0769 | 354 | 0.7907 | 0.7502 | 0.7907 | 0.8892 |
229
- | No log | 9.1282 | 356 | 0.7780 | 0.7502 | 0.7780 | 0.8821 |
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- | No log | 9.1795 | 358 | 0.7648 | 0.7502 | 0.7648 | 0.8745 |
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- | No log | 9.2308 | 360 | 0.7516 | 0.7579 | 0.7516 | 0.8670 |
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- | No log | 9.2821 | 362 | 0.7361 | 0.7579 | 0.7361 | 0.8579 |
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- | No log | 9.3333 | 364 | 0.7270 | 0.7579 | 0.7270 | 0.8526 |
234
- | No log | 9.3846 | 366 | 0.7223 | 0.7579 | 0.7223 | 0.8499 |
235
- | No log | 9.4359 | 368 | 0.7196 | 0.7579 | 0.7196 | 0.8483 |
236
- | No log | 9.4872 | 370 | 0.7215 | 0.7579 | 0.7215 | 0.8494 |
237
- | No log | 9.5385 | 372 | 0.7263 | 0.7579 | 0.7263 | 0.8522 |
238
- | No log | 9.5897 | 374 | 0.7371 | 0.7579 | 0.7371 | 0.8585 |
239
- | No log | 9.6410 | 376 | 0.7441 | 0.7579 | 0.7441 | 0.8626 |
240
- | No log | 9.6923 | 378 | 0.7507 | 0.7502 | 0.7507 | 0.8664 |
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- | No log | 9.7436 | 380 | 0.7592 | 0.7502 | 0.7592 | 0.8713 |
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- | No log | 9.7949 | 382 | 0.7656 | 0.7502 | 0.7656 | 0.8750 |
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- | No log | 9.8462 | 384 | 0.7689 | 0.7502 | 0.7689 | 0.8769 |
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- | No log | 9.8974 | 386 | 0.7698 | 0.7502 | 0.7698 | 0.8774 |
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- | No log | 9.9487 | 388 | 0.7700 | 0.7502 | 0.7700 | 0.8775 |
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- | No log | 10.0 | 390 | 0.7707 | 0.7576 | 0.7707 | 0.8779 |
247
 
248
 
249
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_FineTuningAraBERT_AugV0_k5_task1_organization_fold1
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
+ # Arabic_FineTuningAraBERT_AugV0_k5_task1_organization_fold1
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: 0.4618
19
+ - Qwk: 0.75
20
+ - Mse: 0.4618
21
+ - Rmse: 0.6796
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0556 | 2 | 3.0933 | 0.0397 | 3.0933 | 1.7588 |
53
+ | No log | 0.1111 | 4 | 1.6453 | -0.0302 | 1.6453 | 1.2827 |
54
+ | No log | 0.1667 | 6 | 0.8864 | 0.1250 | 0.8864 | 0.9415 |
55
+ | No log | 0.2222 | 8 | 0.7494 | 0.4057 | 0.7494 | 0.8657 |
56
+ | No log | 0.2778 | 10 | 0.9006 | 0.3982 | 0.9006 | 0.9490 |
57
+ | No log | 0.3333 | 12 | 0.6438 | 0.4731 | 0.6438 | 0.8024 |
58
+ | No log | 0.3889 | 14 | 0.7107 | 0.4556 | 0.7107 | 0.8430 |
59
+ | No log | 0.4444 | 16 | 0.7383 | 0.5070 | 0.7383 | 0.8592 |
60
+ | No log | 0.5 | 18 | 0.5348 | 0.6084 | 0.5348 | 0.7313 |
61
+ | No log | 0.5556 | 20 | 0.4752 | 0.7535 | 0.4752 | 0.6894 |
62
+ | No log | 0.6111 | 22 | 0.4653 | 0.7535 | 0.4653 | 0.6822 |
63
+ | No log | 0.6667 | 24 | 0.4518 | 0.7921 | 0.4518 | 0.6722 |
64
+ | No log | 0.7222 | 26 | 0.5582 | 0.6456 | 0.5582 | 0.7471 |
65
+ | No log | 0.7778 | 28 | 0.5140 | 0.6392 | 0.5140 | 0.7169 |
66
+ | No log | 0.8333 | 30 | 0.4498 | 0.7222 | 0.4498 | 0.6706 |
67
+ | No log | 0.8889 | 32 | 0.4348 | 0.6903 | 0.4348 | 0.6594 |
68
+ | No log | 0.9444 | 34 | 0.4718 | 0.6038 | 0.4718 | 0.6869 |
69
+ | No log | 1.0 | 36 | 0.4420 | 0.5806 | 0.4420 | 0.6648 |
70
+ | No log | 1.0556 | 38 | 0.5700 | 0.4251 | 0.5700 | 0.7550 |
71
+ | No log | 1.1111 | 40 | 0.7186 | 0.5259 | 0.7186 | 0.8477 |
72
+ | No log | 1.1667 | 42 | 0.8364 | 0.4865 | 0.8364 | 0.9145 |
73
+ | No log | 1.2222 | 44 | 0.7109 | 0.5259 | 0.7109 | 0.8431 |
74
+ | No log | 1.2778 | 46 | 0.5414 | 0.4724 | 0.5414 | 0.7358 |
75
+ | No log | 1.3333 | 48 | 0.4997 | 0.5806 | 0.4997 | 0.7069 |
76
+ | No log | 1.3889 | 50 | 0.5037 | 0.5806 | 0.5037 | 0.7097 |
77
+ | No log | 1.4444 | 52 | 0.5170 | 0.6578 | 0.5170 | 0.7190 |
78
+ | No log | 1.5 | 54 | 0.4995 | 0.6578 | 0.4995 | 0.7067 |
79
+ | No log | 1.5556 | 56 | 0.4969 | 0.6094 | 0.4969 | 0.7049 |
80
+ | No log | 1.6111 | 58 | 0.5579 | 0.6908 | 0.5579 | 0.7469 |
81
+ | No log | 1.6667 | 60 | 0.5519 | 0.6715 | 0.5519 | 0.7429 |
82
+ | No log | 1.7222 | 62 | 0.4589 | 0.6912 | 0.4589 | 0.6775 |
83
+ | No log | 1.7778 | 64 | 0.4396 | 0.6889 | 0.4396 | 0.6630 |
84
+ | No log | 1.8333 | 66 | 0.5894 | 0.6431 | 0.5894 | 0.7677 |
85
+ | No log | 1.8889 | 68 | 0.5162 | 0.6125 | 0.5162 | 0.7185 |
86
+ | No log | 1.9444 | 70 | 0.4232 | 0.7116 | 0.4232 | 0.6505 |
87
+ | No log | 2.0 | 72 | 0.5512 | 0.6557 | 0.5512 | 0.7425 |
88
+ | No log | 2.0556 | 74 | 0.6622 | 0.3982 | 0.6622 | 0.8137 |
89
+ | No log | 2.1111 | 76 | 0.5814 | 0.5792 | 0.5814 | 0.7625 |
90
+ | No log | 2.1667 | 78 | 0.4582 | 0.6075 | 0.4582 | 0.6769 |
91
+ | No log | 2.2222 | 80 | 0.4246 | 0.6192 | 0.4246 | 0.6516 |
92
+ | No log | 2.2778 | 82 | 0.4312 | 0.7529 | 0.4312 | 0.6566 |
93
+ | No log | 2.3333 | 84 | 0.4299 | 0.7279 | 0.4299 | 0.6557 |
94
+ | No log | 2.3889 | 86 | 0.4313 | 0.7279 | 0.4313 | 0.6567 |
95
+ | No log | 2.4444 | 88 | 0.4385 | 0.7279 | 0.4385 | 0.6622 |
96
+ | No log | 2.5 | 90 | 0.4019 | 0.7508 | 0.4019 | 0.6340 |
97
+ | No log | 2.5556 | 92 | 0.4109 | 0.7336 | 0.4109 | 0.6410 |
98
+ | No log | 2.6111 | 94 | 0.4612 | 0.7279 | 0.4612 | 0.6791 |
99
+ | No log | 2.6667 | 96 | 0.6360 | 0.7308 | 0.6360 | 0.7975 |
100
+ | No log | 2.7222 | 98 | 0.6027 | 0.7308 | 0.6027 | 0.7763 |
101
+ | No log | 2.7778 | 100 | 0.4333 | 0.7279 | 0.4333 | 0.6582 |
102
+ | No log | 2.8333 | 102 | 0.3465 | 0.7640 | 0.3465 | 0.5887 |
103
+ | No log | 2.8889 | 104 | 0.3522 | 0.6857 | 0.3522 | 0.5935 |
104
+ | No log | 2.9444 | 106 | 0.3756 | 0.7529 | 0.3756 | 0.6129 |
105
+ | No log | 3.0 | 108 | 0.5107 | 0.6831 | 0.5107 | 0.7147 |
106
+ | No log | 3.0556 | 110 | 0.5991 | 0.5917 | 0.5991 | 0.7740 |
107
+ | No log | 3.1111 | 112 | 0.5363 | 0.6831 | 0.5363 | 0.7323 |
108
+ | No log | 3.1667 | 114 | 0.4526 | 0.7319 | 0.4526 | 0.6728 |
109
+ | No log | 3.2222 | 116 | 0.4067 | 0.7287 | 0.4067 | 0.6377 |
110
+ | No log | 3.2778 | 118 | 0.4169 | 0.7529 | 0.4169 | 0.6457 |
111
+ | No log | 3.3333 | 120 | 0.4835 | 0.7319 | 0.4835 | 0.6954 |
112
+ | No log | 3.3889 | 122 | 0.5446 | 0.7154 | 0.5446 | 0.7380 |
113
+ | No log | 3.4444 | 124 | 0.4873 | 0.7279 | 0.4873 | 0.6981 |
114
+ | No log | 3.5 | 126 | 0.4405 | 0.7063 | 0.4405 | 0.6637 |
115
+ | No log | 3.5556 | 128 | 0.4086 | 0.7535 | 0.4086 | 0.6392 |
116
+ | No log | 3.6111 | 130 | 0.4133 | 0.8239 | 0.4133 | 0.6429 |
117
+ | No log | 3.6667 | 132 | 0.3964 | 0.7907 | 0.3964 | 0.6296 |
118
+ | No log | 3.7222 | 134 | 0.4214 | 0.7279 | 0.4214 | 0.6492 |
119
+ | No log | 3.7778 | 136 | 0.5588 | 0.7354 | 0.5588 | 0.7475 |
120
+ | No log | 3.8333 | 138 | 0.5451 | 0.7354 | 0.5451 | 0.7383 |
121
+ | No log | 3.8889 | 140 | 0.5140 | 0.7354 | 0.5140 | 0.7170 |
122
+ | No log | 3.9444 | 142 | 0.3896 | 0.7658 | 0.3896 | 0.6242 |
123
+ | No log | 4.0 | 144 | 0.3400 | 0.7879 | 0.3400 | 0.5831 |
124
+ | No log | 4.0556 | 146 | 0.3456 | 0.7879 | 0.3456 | 0.5879 |
125
+ | No log | 4.1111 | 148 | 0.3847 | 0.7829 | 0.3847 | 0.6202 |
126
+ | No log | 4.1667 | 150 | 0.4678 | 0.75 | 0.4678 | 0.6840 |
127
+ | No log | 4.2222 | 152 | 0.5004 | 0.7308 | 0.5004 | 0.7074 |
128
+ | No log | 4.2778 | 154 | 0.4816 | 0.7605 | 0.4816 | 0.6940 |
129
+ | No log | 4.3333 | 156 | 0.4361 | 0.7063 | 0.4361 | 0.6604 |
130
+ | No log | 4.3889 | 158 | 0.4254 | 0.7123 | 0.4254 | 0.6522 |
131
+ | No log | 4.4444 | 160 | 0.4357 | 0.7063 | 0.4357 | 0.6601 |
132
+ | No log | 4.5 | 162 | 0.4579 | 0.75 | 0.4579 | 0.6767 |
133
+ | No log | 4.5556 | 164 | 0.4452 | 0.75 | 0.4452 | 0.6672 |
134
+ | No log | 4.6111 | 166 | 0.3989 | 0.6978 | 0.3989 | 0.6316 |
135
+ | No log | 4.6667 | 168 | 0.3777 | 0.7535 | 0.3777 | 0.6146 |
136
+ | No log | 4.7222 | 170 | 0.3713 | 0.7260 | 0.3713 | 0.6094 |
137
+ | No log | 4.7778 | 172 | 0.3874 | 0.72 | 0.3874 | 0.6225 |
138
+ | No log | 4.8333 | 174 | 0.4601 | 0.75 | 0.4601 | 0.6783 |
139
+ | No log | 4.8889 | 176 | 0.4732 | 0.75 | 0.4732 | 0.6879 |
140
+ | No log | 4.9444 | 178 | 0.4075 | 0.7279 | 0.4075 | 0.6384 |
141
+ | No log | 5.0 | 180 | 0.3984 | 0.7279 | 0.3984 | 0.6312 |
142
+ | No log | 5.0556 | 182 | 0.4473 | 0.75 | 0.4473 | 0.6688 |
143
+ | No log | 5.1111 | 184 | 0.4503 | 0.75 | 0.4503 | 0.6710 |
144
+ | No log | 5.1667 | 186 | 0.4286 | 0.7279 | 0.4286 | 0.6547 |
145
+ | No log | 5.2222 | 188 | 0.4776 | 0.75 | 0.4776 | 0.6911 |
146
+ | No log | 5.2778 | 190 | 0.4545 | 0.75 | 0.4545 | 0.6742 |
147
+ | No log | 5.3333 | 192 | 0.4016 | 0.7279 | 0.4016 | 0.6337 |
148
+ | No log | 5.3889 | 194 | 0.4053 | 0.75 | 0.4053 | 0.6367 |
149
+ | No log | 5.4444 | 196 | 0.4571 | 0.75 | 0.4571 | 0.6761 |
150
+ | No log | 5.5 | 198 | 0.4388 | 0.75 | 0.4388 | 0.6624 |
151
+ | No log | 5.5556 | 200 | 0.4189 | 0.75 | 0.4189 | 0.6472 |
152
+ | No log | 5.6111 | 202 | 0.4415 | 0.75 | 0.4415 | 0.6644 |
153
+ | No log | 5.6667 | 204 | 0.5136 | 0.7605 | 0.5136 | 0.7167 |
154
+ | No log | 5.7222 | 206 | 0.5840 | 0.7308 | 0.5840 | 0.7642 |
155
+ | No log | 5.7778 | 208 | 0.6431 | 0.7308 | 0.6431 | 0.8019 |
156
+ | No log | 5.8333 | 210 | 0.6795 | 0.5817 | 0.6795 | 0.8243 |
157
+ | No log | 5.8889 | 212 | 0.5915 | 0.6831 | 0.5915 | 0.7691 |
158
+ | No log | 5.9444 | 214 | 0.5359 | 0.6831 | 0.5359 | 0.7320 |
159
+ | No log | 6.0 | 216 | 0.4889 | 0.7778 | 0.4889 | 0.6992 |
160
+ | No log | 6.0556 | 218 | 0.5029 | 0.7605 | 0.5029 | 0.7092 |
161
+ | No log | 6.1111 | 220 | 0.5338 | 0.7605 | 0.5338 | 0.7306 |
162
+ | No log | 6.1667 | 222 | 0.5857 | 0.7605 | 0.5857 | 0.7653 |
163
+ | No log | 6.2222 | 224 | 0.6538 | 0.7605 | 0.6538 | 0.8086 |
164
+ | No log | 6.2778 | 226 | 0.6287 | 0.7605 | 0.6287 | 0.7929 |
165
+ | No log | 6.3333 | 228 | 0.5211 | 0.7605 | 0.5211 | 0.7219 |
166
+ | No log | 6.3889 | 230 | 0.4404 | 0.7063 | 0.4404 | 0.6636 |
167
+ | No log | 6.4444 | 232 | 0.4278 | 0.6851 | 0.4278 | 0.6541 |
168
+ | No log | 6.5 | 234 | 0.4328 | 0.6851 | 0.4328 | 0.6579 |
169
+ | No log | 6.5556 | 236 | 0.4659 | 0.7279 | 0.4659 | 0.6825 |
170
+ | No log | 6.6111 | 238 | 0.5637 | 0.7605 | 0.5637 | 0.7508 |
171
+ | No log | 6.6667 | 240 | 0.6095 | 0.7605 | 0.6095 | 0.7807 |
172
+ | No log | 6.7222 | 242 | 0.6345 | 0.7605 | 0.6345 | 0.7966 |
173
+ | No log | 6.7778 | 244 | 0.6299 | 0.7605 | 0.6299 | 0.7937 |
174
+ | No log | 6.8333 | 246 | 0.5537 | 0.7605 | 0.5537 | 0.7441 |
175
+ | No log | 6.8889 | 248 | 0.4638 | 0.75 | 0.4638 | 0.6810 |
176
+ | No log | 6.9444 | 250 | 0.4001 | 0.6818 | 0.4001 | 0.6325 |
177
+ | No log | 7.0 | 252 | 0.3931 | 0.7027 | 0.3931 | 0.6270 |
178
+ | No log | 7.0556 | 254 | 0.3994 | 0.6160 | 0.3994 | 0.6320 |
179
+ | No log | 7.1111 | 256 | 0.3971 | 0.6286 | 0.3971 | 0.6302 |
180
+ | No log | 7.1667 | 258 | 0.4116 | 0.7287 | 0.4116 | 0.6415 |
181
+ | No log | 7.2222 | 260 | 0.4721 | 0.7658 | 0.4721 | 0.6871 |
182
+ | No log | 7.2778 | 262 | 0.5399 | 0.7154 | 0.5399 | 0.7348 |
183
+ | No log | 7.3333 | 264 | 0.5713 | 0.7154 | 0.5713 | 0.7559 |
184
+ | No log | 7.3889 | 266 | 0.5490 | 0.7154 | 0.5490 | 0.7410 |
185
+ | No log | 7.4444 | 268 | 0.4845 | 0.75 | 0.4845 | 0.6961 |
186
+ | No log | 7.5 | 270 | 0.4236 | 0.7426 | 0.4236 | 0.6508 |
187
+ | No log | 7.5556 | 272 | 0.3973 | 0.6818 | 0.3973 | 0.6303 |
188
+ | No log | 7.6111 | 274 | 0.3949 | 0.6889 | 0.3949 | 0.6284 |
189
+ | No log | 7.6667 | 276 | 0.3996 | 0.72 | 0.3996 | 0.6321 |
190
+ | No log | 7.7222 | 278 | 0.4316 | 0.7279 | 0.4316 | 0.6570 |
191
+ | No log | 7.7778 | 280 | 0.5087 | 0.75 | 0.5087 | 0.7132 |
192
+ | No log | 7.8333 | 282 | 0.6017 | 0.75 | 0.6017 | 0.7757 |
193
+ | No log | 7.8889 | 284 | 0.6446 | 0.6957 | 0.6446 | 0.8029 |
194
+ | No log | 7.9444 | 286 | 0.6486 | 0.7445 | 0.6486 | 0.8054 |
195
+ | No log | 8.0 | 288 | 0.6030 | 0.7445 | 0.6030 | 0.7765 |
196
+ | No log | 8.0556 | 290 | 0.5665 | 0.7605 | 0.5665 | 0.7526 |
197
+ | No log | 8.1111 | 292 | 0.5152 | 0.75 | 0.5152 | 0.7178 |
198
+ | No log | 8.1667 | 294 | 0.4757 | 0.7279 | 0.4757 | 0.6897 |
199
+ | No log | 8.2222 | 296 | 0.4745 | 0.75 | 0.4745 | 0.6888 |
200
+ | No log | 8.2778 | 298 | 0.4885 | 0.75 | 0.4885 | 0.6989 |
201
+ | No log | 8.3333 | 300 | 0.5127 | 0.75 | 0.5127 | 0.7161 |
202
+ | No log | 8.3889 | 302 | 0.5248 | 0.75 | 0.5248 | 0.7244 |
203
+ | No log | 8.4444 | 304 | 0.5066 | 0.75 | 0.5066 | 0.7118 |
204
+ | No log | 8.5 | 306 | 0.4733 | 0.75 | 0.4733 | 0.6880 |
205
+ | No log | 8.5556 | 308 | 0.4621 | 0.75 | 0.4621 | 0.6798 |
206
+ | No log | 8.6111 | 310 | 0.4534 | 0.75 | 0.4534 | 0.6733 |
207
+ | No log | 8.6667 | 312 | 0.4487 | 0.7279 | 0.4487 | 0.6699 |
208
+ | No log | 8.7222 | 314 | 0.4341 | 0.7279 | 0.4341 | 0.6589 |
209
+ | No log | 8.7778 | 316 | 0.4286 | 0.7426 | 0.4286 | 0.6547 |
210
+ | No log | 8.8333 | 318 | 0.4222 | 0.7426 | 0.4222 | 0.6498 |
211
+ | No log | 8.8889 | 320 | 0.4262 | 0.7426 | 0.4262 | 0.6528 |
212
+ | No log | 8.9444 | 322 | 0.4392 | 0.7426 | 0.4392 | 0.6627 |
213
+ | No log | 9.0 | 324 | 0.4494 | 0.7426 | 0.4494 | 0.6703 |
214
+ | No log | 9.0556 | 326 | 0.4721 | 0.75 | 0.4721 | 0.6871 |
215
+ | No log | 9.1111 | 328 | 0.4929 | 0.75 | 0.4929 | 0.7021 |
216
+ | No log | 9.1667 | 330 | 0.5007 | 0.75 | 0.5007 | 0.7076 |
217
+ | No log | 9.2222 | 332 | 0.5006 | 0.75 | 0.5006 | 0.7075 |
218
+ | No log | 9.2778 | 334 | 0.4938 | 0.75 | 0.4938 | 0.7027 |
219
+ | No log | 9.3333 | 336 | 0.4826 | 0.75 | 0.4826 | 0.6947 |
220
+ | No log | 9.3889 | 338 | 0.4824 | 0.75 | 0.4824 | 0.6946 |
221
+ | No log | 9.4444 | 340 | 0.4837 | 0.75 | 0.4837 | 0.6955 |
222
+ | No log | 9.5 | 342 | 0.4808 | 0.75 | 0.4808 | 0.6934 |
223
+ | No log | 9.5556 | 344 | 0.4794 | 0.75 | 0.4794 | 0.6924 |
224
+ | No log | 9.6111 | 346 | 0.4730 | 0.75 | 0.4730 | 0.6878 |
225
+ | No log | 9.6667 | 348 | 0.4698 | 0.75 | 0.4698 | 0.6854 |
226
+ | No log | 9.7222 | 350 | 0.4652 | 0.75 | 0.4652 | 0.6821 |
227
+ | No log | 9.7778 | 352 | 0.4632 | 0.75 | 0.4632 | 0.6806 |
228
+ | No log | 9.8333 | 354 | 0.4635 | 0.75 | 0.4635 | 0.6808 |
229
+ | No log | 9.8889 | 356 | 0.4637 | 0.75 | 0.4637 | 0.6809 |
230
+ | No log | 9.9444 | 358 | 0.4626 | 0.75 | 0.4626 | 0.6801 |
231
+ | No log | 10.0 | 360 | 0.4618 | 0.75 | 0.4618 | 0.6796 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions