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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k19_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7778
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- - Qwk: 0.5246
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- - Mse: 0.7778
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- - Rmse: 0.8819
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  ## Model description
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@@ -49,292 +49,270 @@ 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 | 0.0345 | 2 | 3.8422 | -0.0151 | 3.8422 | 1.9602 |
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- | No log | 0.0690 | 4 | 2.0386 | 0.0247 | 2.0386 | 1.4278 |
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- | No log | 0.1034 | 6 | 1.4058 | 0.0380 | 1.4058 | 1.1857 |
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- | No log | 0.1379 | 8 | 1.1044 | 0.2391 | 1.1044 | 1.0509 |
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- | No log | 0.1724 | 10 | 1.1958 | 0.1261 | 1.1958 | 1.0935 |
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- | No log | 0.2069 | 12 | 1.3160 | 0.0 | 1.3160 | 1.1472 |
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- | No log | 0.2414 | 14 | 1.2933 | 0.0380 | 1.2933 | 1.1372 |
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- | No log | 0.2759 | 16 | 1.5693 | 0.0 | 1.5693 | 1.2527 |
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- | No log | 0.3103 | 18 | 1.4323 | 0.0 | 1.4323 | 1.1968 |
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- | No log | 0.3448 | 20 | 1.1650 | 0.0374 | 1.1650 | 1.0794 |
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- | No log | 0.3793 | 22 | 1.0867 | 0.2466 | 1.0867 | 1.0424 |
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- | No log | 0.4138 | 24 | 1.0753 | 0.1854 | 1.0753 | 1.0370 |
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- | No log | 0.4483 | 26 | 1.0536 | 0.1573 | 1.0536 | 1.0264 |
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- | No log | 0.4828 | 28 | 1.0670 | 0.3332 | 1.0670 | 1.0329 |
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- | No log | 0.5172 | 30 | 1.2430 | 0.0731 | 1.2430 | 1.1149 |
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- | No log | 0.5517 | 32 | 1.4658 | -0.0113 | 1.4658 | 1.2107 |
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- | No log | 0.5862 | 34 | 1.7807 | 0.1213 | 1.7807 | 1.3344 |
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- | No log | 0.6207 | 36 | 1.6286 | 0.0757 | 1.6286 | 1.2762 |
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- | No log | 0.6552 | 38 | 1.2440 | 0.1114 | 1.2440 | 1.1153 |
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- | No log | 0.6897 | 40 | 1.0561 | 0.2639 | 1.0561 | 1.0277 |
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- | No log | 0.7241 | 42 | 1.0430 | 0.2239 | 1.0430 | 1.0213 |
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- | No log | 0.7586 | 44 | 1.0381 | 0.1740 | 1.0381 | 1.0189 |
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- | No log | 0.7931 | 46 | 1.0388 | 0.1891 | 1.0388 | 1.0192 |
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- | No log | 0.8276 | 48 | 1.0365 | 0.1767 | 1.0365 | 1.0181 |
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- | No log | 0.8621 | 50 | 1.0674 | 0.2293 | 1.0674 | 1.0331 |
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- | No log | 0.8966 | 52 | 1.1181 | 0.1810 | 1.1181 | 1.0574 |
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- | No log | 0.9310 | 54 | 1.1311 | 0.1903 | 1.1311 | 1.0636 |
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- | No log | 0.9655 | 56 | 1.0628 | 0.2543 | 1.0628 | 1.0309 |
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- | No log | 1.0 | 58 | 1.0286 | 0.2901 | 1.0286 | 1.0142 |
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- | No log | 1.0345 | 60 | 1.0743 | 0.2268 | 1.0743 | 1.0365 |
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- | No log | 1.0690 | 62 | 1.1889 | 0.2592 | 1.1889 | 1.0904 |
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- | No log | 1.1034 | 64 | 1.2340 | 0.2221 | 1.2340 | 1.1108 |
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- | No log | 1.1379 | 66 | 1.1627 | 0.2049 | 1.1627 | 1.0783 |
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- | No log | 1.1724 | 68 | 1.1112 | 0.2735 | 1.1112 | 1.0541 |
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- | No log | 1.2069 | 70 | 1.0401 | 0.3230 | 1.0401 | 1.0198 |
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- | No log | 1.2414 | 72 | 0.9978 | 0.3359 | 0.9978 | 0.9989 |
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- | No log | 1.2759 | 74 | 0.9141 | 0.3876 | 0.9141 | 0.9561 |
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- | No log | 1.3103 | 76 | 0.8817 | 0.3508 | 0.8817 | 0.9390 |
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- | No log | 1.3448 | 78 | 0.8374 | 0.4124 | 0.8374 | 0.9151 |
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- | No log | 1.3793 | 80 | 0.8971 | 0.4318 | 0.8971 | 0.9471 |
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- | No log | 1.4138 | 82 | 1.0221 | 0.4192 | 1.0221 | 1.0110 |
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- | No log | 1.4483 | 84 | 0.9346 | 0.4081 | 0.9346 | 0.9668 |
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- | No log | 1.4828 | 86 | 0.8926 | 0.4301 | 0.8926 | 0.9448 |
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- | No log | 1.5172 | 88 | 0.7755 | 0.5018 | 0.7755 | 0.8806 |
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- | No log | 1.5517 | 90 | 0.7378 | 0.5402 | 0.7378 | 0.8589 |
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- | No log | 1.5862 | 92 | 0.7275 | 0.5606 | 0.7275 | 0.8529 |
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- | No log | 1.6207 | 94 | 0.7698 | 0.5054 | 0.7698 | 0.8774 |
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- | No log | 1.6552 | 96 | 0.8964 | 0.4081 | 0.8964 | 0.9468 |
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- | No log | 1.6897 | 98 | 0.9244 | 0.4284 | 0.9244 | 0.9615 |
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- | No log | 1.7241 | 100 | 0.8726 | 0.4326 | 0.8726 | 0.9341 |
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- | No log | 1.7586 | 102 | 0.7970 | 0.5383 | 0.7970 | 0.8928 |
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- | No log | 1.7931 | 104 | 0.7782 | 0.5313 | 0.7782 | 0.8822 |
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- | No log | 1.8276 | 106 | 0.7962 | 0.5497 | 0.7962 | 0.8923 |
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- | No log | 1.8621 | 108 | 0.8196 | 0.5575 | 0.8196 | 0.9053 |
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- | No log | 1.8966 | 110 | 0.7967 | 0.5879 | 0.7967 | 0.8926 |
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- | No log | 1.9310 | 112 | 0.7764 | 0.5931 | 0.7764 | 0.8811 |
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- | No log | 1.9655 | 114 | 0.7626 | 0.5796 | 0.7626 | 0.8733 |
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- | No log | 2.0 | 116 | 0.7630 | 0.5892 | 0.7630 | 0.8735 |
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- | No log | 2.0345 | 118 | 0.8106 | 0.5279 | 0.8106 | 0.9003 |
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- | No log | 2.0690 | 120 | 0.7907 | 0.5072 | 0.7907 | 0.8892 |
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- | No log | 2.1034 | 122 | 0.7667 | 0.5002 | 0.7667 | 0.8756 |
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- | No log | 2.1379 | 124 | 0.7716 | 0.5361 | 0.7716 | 0.8784 |
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- | No log | 2.1724 | 126 | 0.8733 | 0.4695 | 0.8733 | 0.9345 |
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- | No log | 2.2069 | 128 | 0.8896 | 0.4695 | 0.8896 | 0.9432 |
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- | No log | 2.2414 | 130 | 0.7888 | 0.4726 | 0.7888 | 0.8882 |
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- | No log | 2.2759 | 132 | 0.7595 | 0.5558 | 0.7595 | 0.8715 |
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- | No log | 2.3103 | 134 | 0.7860 | 0.5571 | 0.7860 | 0.8866 |
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- | No log | 2.3448 | 136 | 0.7918 | 0.5214 | 0.7918 | 0.8899 |
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- | No log | 2.3793 | 138 | 0.7786 | 0.5444 | 0.7786 | 0.8824 |
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- | No log | 2.4138 | 140 | 0.7725 | 0.5532 | 0.7725 | 0.8789 |
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- | No log | 2.4483 | 142 | 0.8082 | 0.5845 | 0.8082 | 0.8990 |
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- | No log | 2.4828 | 144 | 0.8579 | 0.5192 | 0.8579 | 0.9262 |
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- | No log | 2.5172 | 146 | 0.7631 | 0.6107 | 0.7631 | 0.8735 |
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- | No log | 2.5517 | 148 | 0.7846 | 0.5642 | 0.7846 | 0.8858 |
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- | No log | 2.5862 | 150 | 0.9686 | 0.4375 | 0.9686 | 0.9842 |
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- | No log | 2.6207 | 152 | 0.9441 | 0.3989 | 0.9441 | 0.9717 |
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- | No log | 2.6552 | 154 | 0.8217 | 0.4456 | 0.8217 | 0.9065 |
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- | No log | 2.6897 | 156 | 0.7815 | 0.4610 | 0.7815 | 0.8840 |
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- | No log | 2.7241 | 158 | 0.8311 | 0.4571 | 0.8311 | 0.9116 |
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- | No log | 2.7586 | 160 | 0.8194 | 0.4859 | 0.8194 | 0.9052 |
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- | No log | 2.7931 | 162 | 0.7915 | 0.4606 | 0.7915 | 0.8897 |
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- | No log | 2.8276 | 164 | 0.8593 | 0.4697 | 0.8593 | 0.9270 |
134
- | No log | 2.8621 | 166 | 1.0557 | 0.3606 | 1.0557 | 1.0275 |
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- | No log | 2.8966 | 168 | 1.0392 | 0.3778 | 1.0392 | 1.0194 |
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- | No log | 2.9310 | 170 | 0.9416 | 0.4164 | 0.9416 | 0.9704 |
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- | No log | 2.9655 | 172 | 0.8013 | 0.5316 | 0.8013 | 0.8952 |
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- | No log | 3.0 | 174 | 0.7891 | 0.5431 | 0.7891 | 0.8883 |
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- | No log | 3.0345 | 176 | 0.8221 | 0.5304 | 0.8221 | 0.9067 |
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- | No log | 3.0690 | 178 | 0.8403 | 0.5144 | 0.8403 | 0.9167 |
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- | No log | 3.1034 | 180 | 0.8280 | 0.5279 | 0.8280 | 0.9099 |
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- | No log | 3.1379 | 182 | 0.9126 | 0.4383 | 0.9126 | 0.9553 |
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- | No log | 3.1724 | 184 | 0.9170 | 0.3688 | 0.9170 | 0.9576 |
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- | No log | 3.2069 | 186 | 0.8390 | 0.4093 | 0.8390 | 0.9160 |
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- | No log | 3.2414 | 188 | 0.8086 | 0.4534 | 0.8086 | 0.8992 |
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- | No log | 3.2759 | 190 | 0.8591 | 0.3945 | 0.8591 | 0.9269 |
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- | No log | 3.3103 | 192 | 0.9915 | 0.4013 | 0.9915 | 0.9957 |
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- | No log | 3.3448 | 194 | 0.9877 | 0.4415 | 0.9877 | 0.9938 |
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- | No log | 3.3793 | 196 | 0.8401 | 0.5342 | 0.8401 | 0.9166 |
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- | No log | 3.4138 | 198 | 0.7852 | 0.5645 | 0.7852 | 0.8861 |
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- | No log | 3.4483 | 200 | 0.7992 | 0.5516 | 0.7992 | 0.8940 |
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- | No log | 3.4828 | 202 | 0.9126 | 0.4906 | 0.9126 | 0.9553 |
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- | No log | 3.5172 | 204 | 1.0160 | 0.4590 | 1.0160 | 1.0080 |
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- | No log | 3.5517 | 206 | 0.9519 | 0.4796 | 0.9519 | 0.9757 |
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- | No log | 3.5862 | 208 | 0.7502 | 0.5798 | 0.7502 | 0.8662 |
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- | No log | 3.6207 | 210 | 0.7468 | 0.6147 | 0.7468 | 0.8642 |
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- | No log | 3.6552 | 212 | 0.8397 | 0.5614 | 0.8397 | 0.9163 |
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- | No log | 3.6897 | 214 | 1.0878 | 0.4199 | 1.0878 | 1.0430 |
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- | No log | 3.7241 | 216 | 1.2376 | 0.3688 | 1.2376 | 1.1125 |
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- | No log | 3.7586 | 218 | 1.1367 | 0.1845 | 1.1367 | 1.0662 |
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- | No log | 3.7931 | 220 | 0.9318 | 0.2441 | 0.9318 | 0.9653 |
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- | No log | 3.8276 | 222 | 0.8192 | 0.4764 | 0.8192 | 0.9051 |
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- | No log | 3.8621 | 224 | 0.7933 | 0.4781 | 0.7933 | 0.8907 |
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- | No log | 3.8966 | 226 | 0.7977 | 0.5287 | 0.7977 | 0.8932 |
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- | No log | 3.9310 | 228 | 0.7933 | 0.5261 | 0.7933 | 0.8907 |
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- | No log | 3.9655 | 230 | 0.8923 | 0.4812 | 0.8923 | 0.9446 |
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- | No log | 4.0 | 232 | 1.0278 | 0.4034 | 1.0278 | 1.0138 |
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- | No log | 4.0345 | 234 | 0.9332 | 0.5012 | 0.9332 | 0.9660 |
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- | No log | 4.0690 | 236 | 0.7708 | 0.5507 | 0.7708 | 0.8779 |
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- | No log | 4.1034 | 238 | 0.7578 | 0.5131 | 0.7578 | 0.8705 |
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- | No log | 4.1379 | 240 | 0.7605 | 0.6048 | 0.7605 | 0.8721 |
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- | No log | 4.1724 | 242 | 0.7512 | 0.6301 | 0.7512 | 0.8667 |
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- | No log | 4.2069 | 244 | 0.7544 | 0.6247 | 0.7544 | 0.8685 |
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- | No log | 4.2414 | 246 | 0.7884 | 0.5571 | 0.7884 | 0.8879 |
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- | No log | 4.2759 | 248 | 0.8886 | 0.4694 | 0.8886 | 0.9426 |
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- | No log | 4.3103 | 250 | 1.0471 | 0.3461 | 1.0471 | 1.0233 |
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- | No log | 4.3448 | 252 | 0.9367 | 0.4081 | 0.9367 | 0.9678 |
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- | No log | 4.3793 | 254 | 0.8007 | 0.4186 | 0.8007 | 0.8948 |
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- | No log | 4.4138 | 256 | 0.7689 | 0.4748 | 0.7689 | 0.8768 |
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- | No log | 4.4483 | 258 | 0.7426 | 0.4462 | 0.7426 | 0.8617 |
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- | No log | 4.4828 | 260 | 0.7216 | 0.4987 | 0.7216 | 0.8495 |
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- | No log | 4.5172 | 262 | 0.6966 | 0.5490 | 0.6966 | 0.8346 |
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- | No log | 4.5517 | 264 | 0.6725 | 0.6537 | 0.6725 | 0.8201 |
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- | No log | 4.5862 | 266 | 0.6641 | 0.6689 | 0.6641 | 0.8149 |
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- | No log | 4.6207 | 268 | 0.6651 | 0.6644 | 0.6651 | 0.8155 |
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- | No log | 4.6552 | 270 | 0.7456 | 0.5963 | 0.7456 | 0.8635 |
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- | No log | 4.6897 | 272 | 0.9565 | 0.4590 | 0.9565 | 0.9780 |
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- | No log | 4.7241 | 274 | 0.9891 | 0.4281 | 0.9891 | 0.9945 |
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- | No log | 4.7586 | 276 | 0.9032 | 0.4994 | 0.9032 | 0.9504 |
190
- | No log | 4.7931 | 278 | 0.7870 | 0.5243 | 0.7870 | 0.8871 |
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- | No log | 4.8276 | 280 | 0.7157 | 0.6493 | 0.7157 | 0.8460 |
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- | No log | 4.8621 | 282 | 0.7124 | 0.6766 | 0.7124 | 0.8440 |
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- | No log | 4.8966 | 284 | 0.7373 | 0.6721 | 0.7373 | 0.8587 |
194
- | No log | 4.9310 | 286 | 0.8470 | 0.5511 | 0.8470 | 0.9203 |
195
- | No log | 4.9655 | 288 | 0.8848 | 0.4906 | 0.8848 | 0.9407 |
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- | No log | 5.0 | 290 | 0.8044 | 0.5888 | 0.8044 | 0.8969 |
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- | No log | 5.0345 | 292 | 0.7435 | 0.5442 | 0.7435 | 0.8622 |
198
- | No log | 5.0690 | 294 | 0.7617 | 0.5442 | 0.7617 | 0.8728 |
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- | No log | 5.1034 | 296 | 0.7960 | 0.5516 | 0.7960 | 0.8922 |
200
- | No log | 5.1379 | 298 | 0.8612 | 0.5584 | 0.8612 | 0.9280 |
201
- | No log | 5.1724 | 300 | 0.8530 | 0.5383 | 0.8530 | 0.9236 |
202
- | No log | 5.2069 | 302 | 0.8029 | 0.5173 | 0.8029 | 0.8961 |
203
- | No log | 5.2414 | 304 | 0.8144 | 0.5566 | 0.8144 | 0.9024 |
204
- | No log | 5.2759 | 306 | 0.8021 | 0.5875 | 0.8021 | 0.8956 |
205
- | No log | 5.3103 | 308 | 0.8010 | 0.6064 | 0.8010 | 0.8950 |
206
- | No log | 5.3448 | 310 | 0.7512 | 0.6446 | 0.7512 | 0.8667 |
207
- | No log | 5.3793 | 312 | 0.7478 | 0.6380 | 0.7478 | 0.8647 |
208
- | No log | 5.4138 | 314 | 0.8036 | 0.5875 | 0.8036 | 0.8964 |
209
- | No log | 5.4483 | 316 | 0.9362 | 0.4387 | 0.9362 | 0.9676 |
210
- | No log | 5.4828 | 318 | 0.9108 | 0.4796 | 0.9108 | 0.9544 |
211
- | No log | 5.5172 | 320 | 0.7947 | 0.4745 | 0.7947 | 0.8914 |
212
- | No log | 5.5517 | 322 | 0.7669 | 0.5146 | 0.7669 | 0.8757 |
213
- | No log | 5.5862 | 324 | 0.7984 | 0.5645 | 0.7984 | 0.8935 |
214
- | No log | 5.6207 | 326 | 0.8518 | 0.5566 | 0.8518 | 0.9229 |
215
- | No log | 5.6552 | 328 | 0.8425 | 0.5368 | 0.8425 | 0.9179 |
216
- | No log | 5.6897 | 330 | 0.8608 | 0.4604 | 0.8608 | 0.9278 |
217
- | No log | 5.7241 | 332 | 0.8448 | 0.4954 | 0.8448 | 0.9191 |
218
- | No log | 5.7586 | 334 | 0.8202 | 0.4948 | 0.8202 | 0.9056 |
219
- | No log | 5.7931 | 336 | 0.7759 | 0.5357 | 0.7759 | 0.8808 |
220
- | No log | 5.8276 | 338 | 0.7662 | 0.5135 | 0.7662 | 0.8753 |
221
- | No log | 5.8621 | 340 | 0.7743 | 0.4742 | 0.7743 | 0.8799 |
222
- | No log | 5.8966 | 342 | 0.7580 | 0.4760 | 0.7580 | 0.8706 |
223
- | No log | 5.9310 | 344 | 0.7583 | 0.5523 | 0.7583 | 0.8708 |
224
- | No log | 5.9655 | 346 | 0.7683 | 0.5419 | 0.7683 | 0.8766 |
225
- | No log | 6.0 | 348 | 0.8210 | 0.5888 | 0.8210 | 0.9061 |
226
- | No log | 6.0345 | 350 | 0.8146 | 0.5614 | 0.8146 | 0.9025 |
227
- | No log | 6.0690 | 352 | 0.7906 | 0.5614 | 0.7906 | 0.8892 |
228
- | No log | 6.1034 | 354 | 0.7692 | 0.4743 | 0.7692 | 0.8770 |
229
- | No log | 6.1379 | 356 | 0.7627 | 0.4878 | 0.7627 | 0.8733 |
230
- | No log | 6.1724 | 358 | 0.7516 | 0.5288 | 0.7516 | 0.8669 |
231
- | No log | 6.2069 | 360 | 0.7552 | 0.5614 | 0.7552 | 0.8690 |
232
- | No log | 6.2414 | 362 | 0.8077 | 0.5864 | 0.8077 | 0.8987 |
233
- | No log | 6.2759 | 364 | 0.8069 | 0.5864 | 0.8069 | 0.8983 |
234
- | No log | 6.3103 | 366 | 0.7652 | 0.5482 | 0.7652 | 0.8747 |
235
- | No log | 6.3448 | 368 | 0.7457 | 0.5565 | 0.7457 | 0.8635 |
236
- | No log | 6.3793 | 370 | 0.7290 | 0.6058 | 0.7290 | 0.8538 |
237
- | No log | 6.4138 | 372 | 0.7610 | 0.6593 | 0.7610 | 0.8723 |
238
- | No log | 6.4483 | 374 | 0.8102 | 0.6227 | 0.8102 | 0.9001 |
239
- | No log | 6.4828 | 376 | 0.8193 | 0.6344 | 0.8193 | 0.9052 |
240
- | No log | 6.5172 | 378 | 0.7606 | 0.5822 | 0.7606 | 0.8721 |
241
- | No log | 6.5517 | 380 | 0.7093 | 0.5955 | 0.7093 | 0.8422 |
242
- | No log | 6.5862 | 382 | 0.7240 | 0.5630 | 0.7240 | 0.8509 |
243
- | No log | 6.6207 | 384 | 0.7166 | 0.6124 | 0.7166 | 0.8465 |
244
- | No log | 6.6552 | 386 | 0.7399 | 0.5510 | 0.7399 | 0.8602 |
245
- | No log | 6.6897 | 388 | 0.7608 | 0.5697 | 0.7608 | 0.8723 |
246
- | No log | 6.7241 | 390 | 0.7873 | 0.5697 | 0.7873 | 0.8873 |
247
- | No log | 6.7586 | 392 | 0.7620 | 0.5318 | 0.7620 | 0.8729 |
248
- | No log | 6.7931 | 394 | 0.7333 | 0.5131 | 0.7333 | 0.8564 |
249
- | No log | 6.8276 | 396 | 0.7392 | 0.5316 | 0.7392 | 0.8597 |
250
- | No log | 6.8621 | 398 | 0.7377 | 0.5316 | 0.7377 | 0.8589 |
251
- | No log | 6.8966 | 400 | 0.7408 | 0.5467 | 0.7408 | 0.8607 |
252
- | No log | 6.9310 | 402 | 0.8044 | 0.5912 | 0.8044 | 0.8969 |
253
- | No log | 6.9655 | 404 | 0.8147 | 0.6045 | 0.8147 | 0.9026 |
254
- | No log | 7.0 | 406 | 0.7661 | 0.6695 | 0.7661 | 0.8753 |
255
- | No log | 7.0345 | 408 | 0.7462 | 0.6415 | 0.7462 | 0.8638 |
256
- | No log | 7.0690 | 410 | 0.7569 | 0.6593 | 0.7569 | 0.8700 |
257
- | No log | 7.1034 | 412 | 0.7885 | 0.5798 | 0.7885 | 0.8880 |
258
- | No log | 7.1379 | 414 | 0.7568 | 0.6415 | 0.7568 | 0.8699 |
259
- | No log | 7.1724 | 416 | 0.7572 | 0.5169 | 0.7572 | 0.8702 |
260
- | No log | 7.2069 | 418 | 0.7534 | 0.5155 | 0.7534 | 0.8680 |
261
- | No log | 7.2414 | 420 | 0.7725 | 0.5438 | 0.7725 | 0.8789 |
262
- | No log | 7.2759 | 422 | 0.8204 | 0.5383 | 0.8204 | 0.9058 |
263
- | No log | 7.3103 | 424 | 0.7944 | 0.5173 | 0.7944 | 0.8913 |
264
- | No log | 7.3448 | 426 | 0.7597 | 0.5475 | 0.7597 | 0.8716 |
265
- | No log | 7.3793 | 428 | 0.7647 | 0.5155 | 0.7647 | 0.8745 |
266
- | No log | 7.4138 | 430 | 0.7773 | 0.4883 | 0.7773 | 0.8816 |
267
- | No log | 7.4483 | 432 | 0.8847 | 0.5150 | 0.8847 | 0.9406 |
268
- | No log | 7.4828 | 434 | 1.0734 | 0.4882 | 1.0734 | 1.0361 |
269
- | No log | 7.5172 | 436 | 1.1147 | 0.3878 | 1.1147 | 1.0558 |
270
- | No log | 7.5517 | 438 | 1.0232 | 0.4783 | 1.0232 | 1.0115 |
271
- | No log | 7.5862 | 440 | 1.0376 | 0.4783 | 1.0376 | 1.0186 |
272
- | No log | 7.6207 | 442 | 1.0709 | 0.4783 | 1.0709 | 1.0348 |
273
- | No log | 7.6552 | 444 | 1.0938 | 0.4152 | 1.0938 | 1.0458 |
274
- | No log | 7.6897 | 446 | 1.0359 | 0.4587 | 1.0359 | 1.0178 |
275
- | No log | 7.7241 | 448 | 0.9953 | 0.5098 | 0.9953 | 0.9977 |
276
- | No log | 7.7586 | 450 | 0.8578 | 0.5650 | 0.8578 | 0.9262 |
277
- | No log | 7.7931 | 452 | 0.8221 | 0.5462 | 0.8221 | 0.9067 |
278
- | No log | 7.8276 | 454 | 0.8641 | 0.5234 | 0.8641 | 0.9296 |
279
- | No log | 7.8621 | 456 | 0.9145 | 0.5411 | 0.9145 | 0.9563 |
280
- | No log | 7.8966 | 458 | 0.8971 | 0.5715 | 0.8971 | 0.9471 |
281
- | No log | 7.9310 | 460 | 0.7987 | 0.5699 | 0.7987 | 0.8937 |
282
- | No log | 7.9655 | 462 | 0.7418 | 0.5796 | 0.7418 | 0.8613 |
283
- | No log | 8.0 | 464 | 0.7332 | 0.6087 | 0.7332 | 0.8563 |
284
- | No log | 8.0345 | 466 | 0.7408 | 0.5370 | 0.7408 | 0.8607 |
285
- | No log | 8.0690 | 468 | 0.7893 | 0.4616 | 0.7893 | 0.8884 |
286
- | No log | 8.1034 | 470 | 0.8470 | 0.5126 | 0.8470 | 0.9203 |
287
- | No log | 8.1379 | 472 | 0.8342 | 0.5430 | 0.8342 | 0.9133 |
288
- | No log | 8.1724 | 474 | 0.7772 | 0.6672 | 0.7772 | 0.8816 |
289
- | No log | 8.2069 | 476 | 0.7677 | 0.6041 | 0.7677 | 0.8762 |
290
- | No log | 8.2414 | 478 | 0.7588 | 0.6206 | 0.7588 | 0.8711 |
291
- | No log | 8.2759 | 480 | 0.7993 | 0.5658 | 0.7993 | 0.8941 |
292
- | No log | 8.3103 | 482 | 0.8330 | 0.5658 | 0.8330 | 0.9127 |
293
- | No log | 8.3448 | 484 | 0.7878 | 0.5875 | 0.7878 | 0.8876 |
294
- | No log | 8.3793 | 486 | 0.7490 | 0.6147 | 0.7490 | 0.8654 |
295
- | No log | 8.4138 | 488 | 0.7096 | 0.6266 | 0.7096 | 0.8424 |
296
- | No log | 8.4483 | 490 | 0.7069 | 0.5403 | 0.7069 | 0.8407 |
297
- | No log | 8.4828 | 492 | 0.7075 | 0.5630 | 0.7075 | 0.8411 |
298
- | No log | 8.5172 | 494 | 0.6861 | 0.6196 | 0.6861 | 0.8283 |
299
- | No log | 8.5517 | 496 | 0.7306 | 0.5599 | 0.7306 | 0.8548 |
300
- | No log | 8.5862 | 498 | 0.7929 | 0.5566 | 0.7929 | 0.8905 |
301
- | 0.2909 | 8.6207 | 500 | 0.7583 | 0.5566 | 0.7583 | 0.8708 |
302
- | 0.2909 | 8.6552 | 502 | 0.6960 | 0.6345 | 0.6960 | 0.8342 |
303
- | 0.2909 | 8.6897 | 504 | 0.7033 | 0.5524 | 0.7033 | 0.8386 |
304
- | 0.2909 | 8.7241 | 506 | 0.7083 | 0.5421 | 0.7083 | 0.8416 |
305
- | 0.2909 | 8.7586 | 508 | 0.6841 | 0.5647 | 0.6841 | 0.8271 |
306
- | 0.2909 | 8.7931 | 510 | 0.6891 | 0.6272 | 0.6891 | 0.8301 |
307
- | 0.2909 | 8.8276 | 512 | 0.6877 | 0.5647 | 0.6877 | 0.8293 |
308
- | 0.2909 | 8.8621 | 514 | 0.6949 | 0.5530 | 0.6949 | 0.8336 |
309
- | 0.2909 | 8.8966 | 516 | 0.7014 | 0.5548 | 0.7014 | 0.8375 |
310
- | 0.2909 | 8.9310 | 518 | 0.6826 | 0.5054 | 0.6826 | 0.8262 |
311
- | 0.2909 | 8.9655 | 520 | 0.7000 | 0.5746 | 0.7000 | 0.8366 |
312
- | 0.2909 | 9.0 | 522 | 0.7584 | 0.5059 | 0.7584 | 0.8709 |
313
- | 0.2909 | 9.0345 | 524 | 0.8067 | 0.5677 | 0.8067 | 0.8982 |
314
- | 0.2909 | 9.0690 | 526 | 0.7663 | 0.5279 | 0.7663 | 0.8754 |
315
- | 0.2909 | 9.1034 | 528 | 0.7531 | 0.5710 | 0.7531 | 0.8678 |
316
- | 0.2909 | 9.1379 | 530 | 0.7521 | 0.6324 | 0.7521 | 0.8672 |
317
- | 0.2909 | 9.1724 | 532 | 0.7561 | 0.6324 | 0.7561 | 0.8695 |
318
- | 0.2909 | 9.2069 | 534 | 0.7521 | 0.6157 | 0.7521 | 0.8672 |
319
- | 0.2909 | 9.2414 | 536 | 0.7802 | 0.5059 | 0.7802 | 0.8833 |
320
- | 0.2909 | 9.2759 | 538 | 0.8075 | 0.4943 | 0.8075 | 0.8986 |
321
- | 0.2909 | 9.3103 | 540 | 0.7886 | 0.5059 | 0.7886 | 0.8880 |
322
- | 0.2909 | 9.3448 | 542 | 0.7613 | 0.4869 | 0.7613 | 0.8725 |
323
- | 0.2909 | 9.3793 | 544 | 0.7451 | 0.6096 | 0.7451 | 0.8632 |
324
- | 0.2909 | 9.4138 | 546 | 0.7502 | 0.5972 | 0.7502 | 0.8661 |
325
- | 0.2909 | 9.4483 | 548 | 0.7509 | 0.5246 | 0.7509 | 0.8666 |
326
- | 0.2909 | 9.4828 | 550 | 0.7468 | 0.5972 | 0.7468 | 0.8642 |
327
- | 0.2909 | 9.5172 | 552 | 0.7491 | 0.5485 | 0.7491 | 0.8655 |
328
- | 0.2909 | 9.5517 | 554 | 0.7612 | 0.4988 | 0.7612 | 0.8724 |
329
- | 0.2909 | 9.5862 | 556 | 0.7791 | 0.4988 | 0.7791 | 0.8827 |
330
- | 0.2909 | 9.6207 | 558 | 0.7638 | 0.4981 | 0.7638 | 0.8739 |
331
- | 0.2909 | 9.6552 | 560 | 0.7489 | 0.5972 | 0.7489 | 0.8654 |
332
- | 0.2909 | 9.6897 | 562 | 0.7560 | 0.5747 | 0.7560 | 0.8695 |
333
- | 0.2909 | 9.7241 | 564 | 0.7657 | 0.5485 | 0.7657 | 0.8750 |
334
- | 0.2909 | 9.7586 | 566 | 0.7903 | 0.4981 | 0.7903 | 0.8890 |
335
- | 0.2909 | 9.7931 | 568 | 0.8245 | 0.4615 | 0.8245 | 0.9080 |
336
- | 0.2909 | 9.8276 | 570 | 0.8066 | 0.4615 | 0.8066 | 0.8981 |
337
- | 0.2909 | 9.8621 | 572 | 0.7778 | 0.5246 | 0.7778 | 0.8819 |
338
 
339
 
340
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k19_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k19_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.8534
19
+ - Qwk: 0.3360
20
+ - Mse: 0.8534
21
+ - Rmse: 0.9238
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0333 | 2 | 3.8732 | -0.0134 | 3.8732 | 1.9680 |
53
+ | No log | 0.0667 | 4 | 2.0080 | 0.0435 | 2.0080 | 1.4170 |
54
+ | No log | 0.1 | 6 | 2.1485 | -0.0086 | 2.1485 | 1.4658 |
55
+ | No log | 0.1333 | 8 | 1.9538 | 0.0142 | 1.9538 | 1.3978 |
56
+ | No log | 0.1667 | 10 | 1.4849 | 0.0613 | 1.4849 | 1.2186 |
57
+ | No log | 0.2 | 12 | 1.4659 | 0.0466 | 1.4659 | 1.2108 |
58
+ | No log | 0.2333 | 14 | 1.5843 | 0.0834 | 1.5843 | 1.2587 |
59
+ | No log | 0.2667 | 16 | 1.8604 | 0.0536 | 1.8604 | 1.3640 |
60
+ | No log | 0.3 | 18 | 2.0805 | 0.0790 | 2.0805 | 1.4424 |
61
+ | No log | 0.3333 | 20 | 1.5869 | 0.1659 | 1.5869 | 1.2597 |
62
+ | No log | 0.3667 | 22 | 1.0519 | 0.1805 | 1.0519 | 1.0256 |
63
+ | No log | 0.4 | 24 | 0.9972 | 0.2140 | 0.9972 | 0.9986 |
64
+ | No log | 0.4333 | 26 | 1.0004 | 0.3071 | 1.0004 | 1.0002 |
65
+ | No log | 0.4667 | 28 | 1.0164 | 0.2243 | 1.0164 | 1.0082 |
66
+ | No log | 0.5 | 30 | 1.1727 | 0.1176 | 1.1727 | 1.0829 |
67
+ | No log | 0.5333 | 32 | 1.1364 | 0.1296 | 1.1364 | 1.0660 |
68
+ | No log | 0.5667 | 34 | 0.9386 | 0.2643 | 0.9386 | 0.9688 |
69
+ | No log | 0.6 | 36 | 0.9683 | 0.2467 | 0.9683 | 0.9840 |
70
+ | No log | 0.6333 | 38 | 0.9579 | 0.2770 | 0.9579 | 0.9787 |
71
+ | No log | 0.6667 | 40 | 0.9888 | 0.2441 | 0.9888 | 0.9944 |
72
+ | No log | 0.7 | 42 | 1.1550 | 0.2045 | 1.1550 | 1.0747 |
73
+ | No log | 0.7333 | 44 | 1.1415 | 0.2045 | 1.1415 | 1.0684 |
74
+ | No log | 0.7667 | 46 | 0.9475 | 0.2967 | 0.9475 | 0.9734 |
75
+ | No log | 0.8 | 48 | 0.9103 | 0.3326 | 0.9103 | 0.9541 |
76
+ | No log | 0.8333 | 50 | 0.9165 | 0.3326 | 0.9165 | 0.9573 |
77
+ | No log | 0.8667 | 52 | 1.1122 | 0.2543 | 1.1122 | 1.0546 |
78
+ | No log | 0.9 | 54 | 1.3151 | 0.1815 | 1.3151 | 1.1468 |
79
+ | No log | 0.9333 | 56 | 1.3107 | 0.1966 | 1.3107 | 1.1449 |
80
+ | No log | 0.9667 | 58 | 1.2015 | 0.2534 | 1.2015 | 1.0961 |
81
+ | No log | 1.0 | 60 | 1.1149 | 0.2995 | 1.1149 | 1.0559 |
82
+ | No log | 1.0333 | 62 | 1.0577 | 0.4408 | 1.0577 | 1.0284 |
83
+ | No log | 1.0667 | 64 | 1.0127 | 0.4627 | 1.0127 | 1.0063 |
84
+ | No log | 1.1 | 66 | 1.0160 | 0.4763 | 1.0160 | 1.0080 |
85
+ | No log | 1.1333 | 68 | 0.9951 | 0.4524 | 0.9951 | 0.9975 |
86
+ | No log | 1.1667 | 70 | 0.9869 | 0.3804 | 0.9869 | 0.9934 |
87
+ | No log | 1.2 | 72 | 1.0200 | 0.3618 | 1.0200 | 1.0099 |
88
+ | No log | 1.2333 | 74 | 1.0105 | 0.3525 | 1.0105 | 1.0052 |
89
+ | No log | 1.2667 | 76 | 0.9997 | 0.3642 | 0.9997 | 0.9999 |
90
+ | No log | 1.3 | 78 | 0.9704 | 0.3378 | 0.9704 | 0.9851 |
91
+ | No log | 1.3333 | 80 | 0.9867 | 0.4503 | 0.9867 | 0.9933 |
92
+ | No log | 1.3667 | 82 | 0.9417 | 0.4244 | 0.9417 | 0.9704 |
93
+ | No log | 1.4 | 84 | 0.9221 | 0.4122 | 0.9221 | 0.9602 |
94
+ | No log | 1.4333 | 86 | 0.9438 | 0.3925 | 0.9438 | 0.9715 |
95
+ | No log | 1.4667 | 88 | 0.9803 | 0.4628 | 0.9803 | 0.9901 |
96
+ | No log | 1.5 | 90 | 0.9662 | 0.4045 | 0.9662 | 0.9830 |
97
+ | No log | 1.5333 | 92 | 0.9604 | 0.4524 | 0.9604 | 0.9800 |
98
+ | No log | 1.5667 | 94 | 0.9789 | 0.3590 | 0.9789 | 0.9894 |
99
+ | No log | 1.6 | 96 | 0.8357 | 0.5218 | 0.8357 | 0.9142 |
100
+ | No log | 1.6333 | 98 | 0.8138 | 0.5231 | 0.8138 | 0.9021 |
101
+ | No log | 1.6667 | 100 | 0.7472 | 0.4676 | 0.7472 | 0.8644 |
102
+ | No log | 1.7 | 102 | 0.7386 | 0.5161 | 0.7386 | 0.8594 |
103
+ | No log | 1.7333 | 104 | 0.7525 | 0.6092 | 0.7525 | 0.8675 |
104
+ | No log | 1.7667 | 106 | 0.8542 | 0.5222 | 0.8542 | 0.9242 |
105
+ | No log | 1.8 | 108 | 0.9170 | 0.4802 | 0.9170 | 0.9576 |
106
+ | No log | 1.8333 | 110 | 0.9037 | 0.5027 | 0.9037 | 0.9507 |
107
+ | No log | 1.8667 | 112 | 0.8325 | 0.4562 | 0.8325 | 0.9124 |
108
+ | No log | 1.9 | 114 | 0.7533 | 0.3961 | 0.7533 | 0.8679 |
109
+ | No log | 1.9333 | 116 | 0.7816 | 0.4186 | 0.7816 | 0.8841 |
110
+ | No log | 1.9667 | 118 | 0.8153 | 0.3025 | 0.8153 | 0.9029 |
111
+ | No log | 2.0 | 120 | 0.9298 | 0.2672 | 0.9298 | 0.9643 |
112
+ | No log | 2.0333 | 122 | 0.9030 | 0.2978 | 0.9030 | 0.9503 |
113
+ | No log | 2.0667 | 124 | 0.8132 | 0.4381 | 0.8132 | 0.9018 |
114
+ | No log | 2.1 | 126 | 0.8362 | 0.4346 | 0.8362 | 0.9145 |
115
+ | No log | 2.1333 | 128 | 0.8234 | 0.4547 | 0.8234 | 0.9074 |
116
+ | No log | 2.1667 | 130 | 0.8154 | 0.5949 | 0.8154 | 0.9030 |
117
+ | No log | 2.2 | 132 | 0.8177 | 0.5898 | 0.8177 | 0.9043 |
118
+ | No log | 2.2333 | 134 | 0.8164 | 0.5958 | 0.8164 | 0.9036 |
119
+ | No log | 2.2667 | 136 | 0.8384 | 0.4949 | 0.8384 | 0.9157 |
120
+ | No log | 2.3 | 138 | 0.8629 | 0.4825 | 0.8629 | 0.9289 |
121
+ | No log | 2.3333 | 140 | 0.9048 | 0.4279 | 0.9048 | 0.9512 |
122
+ | No log | 2.3667 | 142 | 0.7847 | 0.5178 | 0.7847 | 0.8858 |
123
+ | No log | 2.4 | 144 | 0.7609 | 0.5759 | 0.7609 | 0.8723 |
124
+ | No log | 2.4333 | 146 | 0.7736 | 0.5089 | 0.7736 | 0.8796 |
125
+ | No log | 2.4667 | 148 | 0.7624 | 0.5024 | 0.7624 | 0.8732 |
126
+ | No log | 2.5 | 150 | 0.7849 | 0.5359 | 0.7849 | 0.8859 |
127
+ | No log | 2.5333 | 152 | 0.8208 | 0.4850 | 0.8208 | 0.9060 |
128
+ | No log | 2.5667 | 154 | 0.8547 | 0.4751 | 0.8547 | 0.9245 |
129
+ | No log | 2.6 | 156 | 0.9148 | 0.4536 | 0.9148 | 0.9565 |
130
+ | No log | 2.6333 | 158 | 0.9518 | 0.4002 | 0.9518 | 0.9756 |
131
+ | No log | 2.6667 | 160 | 0.8748 | 0.4305 | 0.8748 | 0.9353 |
132
+ | No log | 2.7 | 162 | 0.8733 | 0.5002 | 0.8733 | 0.9345 |
133
+ | No log | 2.7333 | 164 | 0.8763 | 0.4770 | 0.8763 | 0.9361 |
134
+ | No log | 2.7667 | 166 | 0.9401 | 0.3861 | 0.9401 | 0.9696 |
135
+ | No log | 2.8 | 168 | 1.0376 | 0.3546 | 1.0376 | 1.0186 |
136
+ | No log | 2.8333 | 170 | 0.9847 | 0.3511 | 0.9847 | 0.9923 |
137
+ | No log | 2.8667 | 172 | 0.8589 | 0.4244 | 0.8589 | 0.9268 |
138
+ | No log | 2.9 | 174 | 0.8472 | 0.3896 | 0.8472 | 0.9204 |
139
+ | No log | 2.9333 | 176 | 0.8381 | 0.3896 | 0.8381 | 0.9155 |
140
+ | No log | 2.9667 | 178 | 0.8513 | 0.3536 | 0.8513 | 0.9226 |
141
+ | No log | 3.0 | 180 | 0.8626 | 0.3583 | 0.8626 | 0.9288 |
142
+ | No log | 3.0333 | 182 | 0.8379 | 0.3631 | 0.8379 | 0.9154 |
143
+ | No log | 3.0667 | 184 | 0.8223 | 0.3877 | 0.8223 | 0.9068 |
144
+ | No log | 3.1 | 186 | 0.8575 | 0.4192 | 0.8575 | 0.9260 |
145
+ | No log | 3.1333 | 188 | 0.8519 | 0.4456 | 0.8519 | 0.9230 |
146
+ | No log | 3.1667 | 190 | 0.8071 | 0.5046 | 0.8071 | 0.8984 |
147
+ | No log | 3.2 | 192 | 0.7988 | 0.5331 | 0.7988 | 0.8938 |
148
+ | No log | 3.2333 | 194 | 0.7967 | 0.4869 | 0.7967 | 0.8926 |
149
+ | No log | 3.2667 | 196 | 0.7910 | 0.4428 | 0.7910 | 0.8894 |
150
+ | No log | 3.3 | 198 | 0.8053 | 0.4466 | 0.8053 | 0.8974 |
151
+ | No log | 3.3333 | 200 | 0.8726 | 0.4021 | 0.8726 | 0.9341 |
152
+ | No log | 3.3667 | 202 | 0.8671 | 0.4370 | 0.8671 | 0.9312 |
153
+ | No log | 3.4 | 204 | 0.8449 | 0.4069 | 0.8449 | 0.9192 |
154
+ | No log | 3.4333 | 206 | 0.8556 | 0.4069 | 0.8556 | 0.9250 |
155
+ | No log | 3.4667 | 208 | 0.8625 | 0.3873 | 0.8625 | 0.9287 |
156
+ | No log | 3.5 | 210 | 0.8911 | 0.4130 | 0.8911 | 0.9440 |
157
+ | No log | 3.5333 | 212 | 0.8736 | 0.4486 | 0.8736 | 0.9347 |
158
+ | No log | 3.5667 | 214 | 0.8828 | 0.4490 | 0.8828 | 0.9396 |
159
+ | No log | 3.6 | 216 | 0.9005 | 0.4733 | 0.9005 | 0.9489 |
160
+ | No log | 3.6333 | 218 | 0.9082 | 0.4734 | 0.9082 | 0.9530 |
161
+ | No log | 3.6667 | 220 | 0.9024 | 0.4838 | 0.9024 | 0.9499 |
162
+ | No log | 3.7 | 222 | 0.8794 | 0.4907 | 0.8794 | 0.9378 |
163
+ | No log | 3.7333 | 224 | 0.8729 | 0.4751 | 0.8729 | 0.9343 |
164
+ | No log | 3.7667 | 226 | 0.8451 | 0.4989 | 0.8451 | 0.9193 |
165
+ | No log | 3.8 | 228 | 0.8301 | 0.5023 | 0.8301 | 0.9111 |
166
+ | No log | 3.8333 | 230 | 0.8249 | 0.4871 | 0.8249 | 0.9082 |
167
+ | No log | 3.8667 | 232 | 0.8301 | 0.5340 | 0.8301 | 0.9111 |
168
+ | No log | 3.9 | 234 | 0.7927 | 0.5909 | 0.7927 | 0.8903 |
169
+ | No log | 3.9333 | 236 | 0.8088 | 0.5678 | 0.8088 | 0.8993 |
170
+ | No log | 3.9667 | 238 | 0.8651 | 0.4584 | 0.8651 | 0.9301 |
171
+ | No log | 4.0 | 240 | 0.7968 | 0.5298 | 0.7968 | 0.8926 |
172
+ | No log | 4.0333 | 242 | 0.7279 | 0.6597 | 0.7279 | 0.8532 |
173
+ | No log | 4.0667 | 244 | 0.7312 | 0.5810 | 0.7312 | 0.8551 |
174
+ | No log | 4.1 | 246 | 0.7008 | 0.5809 | 0.7008 | 0.8371 |
175
+ | No log | 4.1333 | 248 | 0.7665 | 0.4686 | 0.7665 | 0.8755 |
176
+ | No log | 4.1667 | 250 | 0.8644 | 0.4942 | 0.8644 | 0.9297 |
177
+ | No log | 4.2 | 252 | 0.8246 | 0.4926 | 0.8246 | 0.9081 |
178
+ | No log | 4.2333 | 254 | 0.7331 | 0.5179 | 0.7331 | 0.8562 |
179
+ | No log | 4.2667 | 256 | 0.7612 | 0.5477 | 0.7612 | 0.8725 |
180
+ | No log | 4.3 | 258 | 0.8132 | 0.5046 | 0.8132 | 0.9018 |
181
+ | No log | 4.3333 | 260 | 0.7828 | 0.5305 | 0.7828 | 0.8847 |
182
+ | No log | 4.3667 | 262 | 0.7450 | 0.4643 | 0.7450 | 0.8632 |
183
+ | No log | 4.4 | 264 | 0.7704 | 0.4510 | 0.7704 | 0.8777 |
184
+ | No log | 4.4333 | 266 | 0.8144 | 0.4686 | 0.8144 | 0.9025 |
185
+ | No log | 4.4667 | 268 | 0.7945 | 0.4563 | 0.7945 | 0.8913 |
186
+ | No log | 4.5 | 270 | 0.7498 | 0.5714 | 0.7498 | 0.8659 |
187
+ | No log | 4.5333 | 272 | 0.7884 | 0.5917 | 0.7884 | 0.8879 |
188
+ | No log | 4.5667 | 274 | 0.8044 | 0.6082 | 0.8044 | 0.8969 |
189
+ | No log | 4.6 | 276 | 0.7978 | 0.5558 | 0.7978 | 0.8932 |
190
+ | No log | 4.6333 | 278 | 0.7605 | 0.5436 | 0.7605 | 0.8721 |
191
+ | No log | 4.6667 | 280 | 0.7395 | 0.5587 | 0.7395 | 0.8599 |
192
+ | No log | 4.7 | 282 | 0.7372 | 0.5587 | 0.7372 | 0.8586 |
193
+ | No log | 4.7333 | 284 | 0.7532 | 0.5331 | 0.7532 | 0.8679 |
194
+ | No log | 4.7667 | 286 | 0.7799 | 0.5413 | 0.7799 | 0.8831 |
195
+ | No log | 4.8 | 288 | 0.7644 | 0.5552 | 0.7644 | 0.8743 |
196
+ | No log | 4.8333 | 290 | 0.7421 | 0.4511 | 0.7421 | 0.8615 |
197
+ | No log | 4.8667 | 292 | 0.7271 | 0.3569 | 0.7271 | 0.8527 |
198
+ | No log | 4.9 | 294 | 0.7279 | 0.3548 | 0.7279 | 0.8532 |
199
+ | No log | 4.9333 | 296 | 0.7324 | 0.5559 | 0.7324 | 0.8558 |
200
+ | No log | 4.9667 | 298 | 0.6967 | 0.5359 | 0.6967 | 0.8347 |
201
+ | No log | 5.0 | 300 | 0.6645 | 0.5287 | 0.6645 | 0.8152 |
202
+ | No log | 5.0333 | 302 | 0.6654 | 0.5536 | 0.6654 | 0.8157 |
203
+ | No log | 5.0667 | 304 | 0.6723 | 0.5314 | 0.6723 | 0.8199 |
204
+ | No log | 5.1 | 306 | 0.6685 | 0.5314 | 0.6685 | 0.8176 |
205
+ | No log | 5.1333 | 308 | 0.6710 | 0.5672 | 0.6710 | 0.8192 |
206
+ | No log | 5.1667 | 310 | 0.6696 | 0.6195 | 0.6696 | 0.8183 |
207
+ | No log | 5.2 | 312 | 0.6642 | 0.5680 | 0.6642 | 0.8150 |
208
+ | No log | 5.2333 | 314 | 0.6763 | 0.5785 | 0.6763 | 0.8224 |
209
+ | No log | 5.2667 | 316 | 0.7082 | 0.5674 | 0.7082 | 0.8416 |
210
+ | No log | 5.3 | 318 | 0.7030 | 0.5315 | 0.7030 | 0.8385 |
211
+ | No log | 5.3333 | 320 | 0.7039 | 0.4156 | 0.7039 | 0.8390 |
212
+ | No log | 5.3667 | 322 | 0.7149 | 0.4156 | 0.7149 | 0.8455 |
213
+ | No log | 5.4 | 324 | 0.7456 | 0.5328 | 0.7456 | 0.8635 |
214
+ | No log | 5.4333 | 326 | 0.7674 | 0.5005 | 0.7674 | 0.8760 |
215
+ | No log | 5.4667 | 328 | 0.7170 | 0.5093 | 0.7170 | 0.8468 |
216
+ | No log | 5.5 | 330 | 0.6801 | 0.5905 | 0.6801 | 0.8247 |
217
+ | No log | 5.5333 | 332 | 0.7038 | 0.5626 | 0.7038 | 0.8390 |
218
+ | No log | 5.5667 | 334 | 0.6904 | 0.5626 | 0.6904 | 0.8309 |
219
+ | No log | 5.6 | 336 | 0.6881 | 0.5577 | 0.6881 | 0.8295 |
220
+ | No log | 5.6333 | 338 | 0.6872 | 0.4776 | 0.6872 | 0.8290 |
221
+ | No log | 5.6667 | 340 | 0.6981 | 0.5054 | 0.6981 | 0.8355 |
222
+ | No log | 5.7 | 342 | 0.7004 | 0.5054 | 0.7004 | 0.8369 |
223
+ | No log | 5.7333 | 344 | 0.7283 | 0.5678 | 0.7283 | 0.8534 |
224
+ | No log | 5.7667 | 346 | 0.8332 | 0.5436 | 0.8332 | 0.9128 |
225
+ | No log | 5.8 | 348 | 0.9019 | 0.5317 | 0.9019 | 0.9497 |
226
+ | No log | 5.8333 | 350 | 0.8504 | 0.5543 | 0.8504 | 0.9222 |
227
+ | No log | 5.8667 | 352 | 0.7910 | 0.5366 | 0.7910 | 0.8894 |
228
+ | No log | 5.9 | 354 | 0.7200 | 0.6207 | 0.7200 | 0.8485 |
229
+ | No log | 5.9333 | 356 | 0.7218 | 0.5179 | 0.7218 | 0.8496 |
230
+ | No log | 5.9667 | 358 | 0.7238 | 0.5179 | 0.7238 | 0.8508 |
231
+ | No log | 6.0 | 360 | 0.7296 | 0.6288 | 0.7296 | 0.8542 |
232
+ | No log | 6.0333 | 362 | 0.7479 | 0.6110 | 0.7479 | 0.8648 |
233
+ | No log | 6.0667 | 364 | 0.7339 | 0.6022 | 0.7339 | 0.8567 |
234
+ | No log | 6.1 | 366 | 0.7301 | 0.6129 | 0.7301 | 0.8545 |
235
+ | No log | 6.1333 | 368 | 0.7229 | 0.6112 | 0.7229 | 0.8502 |
236
+ | No log | 6.1667 | 370 | 0.7183 | 0.6634 | 0.7183 | 0.8476 |
237
+ | No log | 6.2 | 372 | 0.7126 | 0.6229 | 0.7126 | 0.8442 |
238
+ | No log | 6.2333 | 374 | 0.7363 | 0.5153 | 0.7363 | 0.8581 |
239
+ | No log | 6.2667 | 376 | 0.7584 | 0.4295 | 0.7584 | 0.8709 |
240
+ | No log | 6.3 | 378 | 0.7692 | 0.4477 | 0.7692 | 0.8770 |
241
+ | No log | 6.3333 | 380 | 0.7427 | 0.4592 | 0.7427 | 0.8618 |
242
+ | No log | 6.3667 | 382 | 0.7113 | 0.5166 | 0.7113 | 0.8434 |
243
+ | No log | 6.4 | 384 | 0.7395 | 0.6247 | 0.7395 | 0.8599 |
244
+ | No log | 6.4333 | 386 | 0.8074 | 0.6260 | 0.8074 | 0.8986 |
245
+ | No log | 6.4667 | 388 | 0.7949 | 0.6198 | 0.7949 | 0.8916 |
246
+ | No log | 6.5 | 390 | 0.7828 | 0.6318 | 0.7828 | 0.8848 |
247
+ | No log | 6.5333 | 392 | 0.7452 | 0.6188 | 0.7452 | 0.8632 |
248
+ | No log | 6.5667 | 394 | 0.7295 | 0.5808 | 0.7295 | 0.8541 |
249
+ | No log | 6.6 | 396 | 0.7441 | 0.5375 | 0.7441 | 0.8626 |
250
+ | No log | 6.6333 | 398 | 0.7745 | 0.4987 | 0.7745 | 0.8801 |
251
+ | No log | 6.6667 | 400 | 0.8245 | 0.4025 | 0.8245 | 0.9080 |
252
+ | No log | 6.7 | 402 | 0.8315 | 0.4025 | 0.8315 | 0.9119 |
253
+ | No log | 6.7333 | 404 | 0.7928 | 0.4715 | 0.7928 | 0.8904 |
254
+ | No log | 6.7667 | 406 | 0.7590 | 0.4776 | 0.7590 | 0.8712 |
255
+ | No log | 6.8 | 408 | 0.7635 | 0.4594 | 0.7635 | 0.8738 |
256
+ | No log | 6.8333 | 410 | 0.7613 | 0.5179 | 0.7613 | 0.8725 |
257
+ | No log | 6.8667 | 412 | 0.7659 | 0.4838 | 0.7659 | 0.8752 |
258
+ | No log | 6.9 | 414 | 0.7871 | 0.5500 | 0.7871 | 0.8872 |
259
+ | No log | 6.9333 | 416 | 0.7997 | 0.5763 | 0.7997 | 0.8943 |
260
+ | No log | 6.9667 | 418 | 0.7762 | 0.4898 | 0.7762 | 0.8810 |
261
+ | No log | 7.0 | 420 | 0.7729 | 0.4691 | 0.7729 | 0.8792 |
262
+ | No log | 7.0333 | 422 | 0.7768 | 0.4941 | 0.7768 | 0.8813 |
263
+ | No log | 7.0667 | 424 | 0.7857 | 0.4719 | 0.7857 | 0.8864 |
264
+ | No log | 7.1 | 426 | 0.8169 | 0.5331 | 0.8169 | 0.9038 |
265
+ | No log | 7.1333 | 428 | 0.8712 | 0.4821 | 0.8712 | 0.9334 |
266
+ | No log | 7.1667 | 430 | 0.8486 | 0.4343 | 0.8486 | 0.9212 |
267
+ | No log | 7.2 | 432 | 0.8093 | 0.4220 | 0.8093 | 0.8996 |
268
+ | No log | 7.2333 | 434 | 0.7696 | 0.4878 | 0.7696 | 0.8773 |
269
+ | No log | 7.2667 | 436 | 0.7606 | 0.4722 | 0.7606 | 0.8721 |
270
+ | No log | 7.3 | 438 | 0.7535 | 0.4936 | 0.7535 | 0.8681 |
271
+ | No log | 7.3333 | 440 | 0.7846 | 0.5690 | 0.7846 | 0.8858 |
272
+ | No log | 7.3667 | 442 | 0.8928 | 0.5224 | 0.8928 | 0.9449 |
273
+ | No log | 7.4 | 444 | 0.9639 | 0.4641 | 0.9639 | 0.9818 |
274
+ | No log | 7.4333 | 446 | 0.9254 | 0.5023 | 0.9254 | 0.9620 |
275
+ | No log | 7.4667 | 448 | 0.7936 | 0.6487 | 0.7936 | 0.8909 |
276
+ | No log | 7.5 | 450 | 0.6927 | 0.6493 | 0.6927 | 0.8323 |
277
+ | No log | 7.5333 | 452 | 0.6944 | 0.5434 | 0.6944 | 0.8333 |
278
+ | No log | 7.5667 | 454 | 0.7139 | 0.5353 | 0.7139 | 0.8449 |
279
+ | No log | 7.6 | 456 | 0.7001 | 0.5131 | 0.7001 | 0.8367 |
280
+ | No log | 7.6333 | 458 | 0.6917 | 0.5635 | 0.6917 | 0.8317 |
281
+ | No log | 7.6667 | 460 | 0.7447 | 0.5131 | 0.7447 | 0.8629 |
282
+ | No log | 7.7 | 462 | 0.7970 | 0.5766 | 0.7970 | 0.8928 |
283
+ | No log | 7.7333 | 464 | 0.7959 | 0.6151 | 0.7959 | 0.8922 |
284
+ | No log | 7.7667 | 466 | 0.7106 | 0.6142 | 0.7106 | 0.8430 |
285
+ | No log | 7.8 | 468 | 0.6778 | 0.5981 | 0.6778 | 0.8233 |
286
+ | No log | 7.8333 | 470 | 0.6696 | 0.5835 | 0.6696 | 0.8183 |
287
+ | No log | 7.8667 | 472 | 0.6387 | 0.6476 | 0.6387 | 0.7992 |
288
+ | No log | 7.9 | 474 | 0.6564 | 0.5963 | 0.6564 | 0.8102 |
289
+ | No log | 7.9333 | 476 | 0.6833 | 0.5787 | 0.6833 | 0.8266 |
290
+ | No log | 7.9667 | 478 | 0.6721 | 0.5248 | 0.6721 | 0.8198 |
291
+ | No log | 8.0 | 480 | 0.6802 | 0.5706 | 0.6802 | 0.8248 |
292
+ | No log | 8.0333 | 482 | 0.7351 | 0.5141 | 0.7351 | 0.8574 |
293
+ | No log | 8.0667 | 484 | 0.8316 | 0.4481 | 0.8316 | 0.9119 |
294
+ | No log | 8.1 | 486 | 0.8060 | 0.5270 | 0.8060 | 0.8978 |
295
+ | No log | 8.1333 | 488 | 0.7043 | 0.5493 | 0.7043 | 0.8392 |
296
+ | No log | 8.1667 | 490 | 0.6670 | 0.5530 | 0.6670 | 0.8167 |
297
+ | No log | 8.2 | 492 | 0.6909 | 0.5877 | 0.6909 | 0.8312 |
298
+ | No log | 8.2333 | 494 | 0.7202 | 0.6554 | 0.7202 | 0.8486 |
299
+ | No log | 8.2667 | 496 | 0.7161 | 0.6293 | 0.7161 | 0.8462 |
300
+ | No log | 8.3 | 498 | 0.7869 | 0.6326 | 0.7869 | 0.8871 |
301
+ | 0.2637 | 8.3333 | 500 | 0.9139 | 0.5013 | 0.9139 | 0.9560 |
302
+ | 0.2637 | 8.3667 | 502 | 0.9650 | 0.3881 | 0.9650 | 0.9823 |
303
+ | 0.2637 | 8.4 | 504 | 0.9133 | 0.4208 | 0.9133 | 0.9557 |
304
+ | 0.2637 | 8.4333 | 506 | 0.8102 | 0.4044 | 0.8102 | 0.9001 |
305
+ | 0.2637 | 8.4667 | 508 | 0.7391 | 0.5260 | 0.7391 | 0.8597 |
306
+ | 0.2637 | 8.5 | 510 | 0.7211 | 0.5260 | 0.7211 | 0.8491 |
307
+ | 0.2637 | 8.5333 | 512 | 0.7511 | 0.5637 | 0.7511 | 0.8667 |
308
+ | 0.2637 | 8.5667 | 514 | 0.8472 | 0.5044 | 0.8472 | 0.9204 |
309
+ | 0.2637 | 8.6 | 516 | 0.9148 | 0.5119 | 0.9148 | 0.9565 |
310
+ | 0.2637 | 8.6333 | 518 | 0.9354 | 0.5219 | 0.9354 | 0.9672 |
311
+ | 0.2637 | 8.6667 | 520 | 0.9819 | 0.4681 | 0.9819 | 0.9909 |
312
+ | 0.2637 | 8.7 | 522 | 0.9180 | 0.4815 | 0.9180 | 0.9581 |
313
+ | 0.2637 | 8.7333 | 524 | 0.8448 | 0.4216 | 0.8448 | 0.9192 |
314
+ | 0.2637 | 8.7667 | 526 | 0.8285 | 0.3941 | 0.8285 | 0.9102 |
315
+ | 0.2637 | 8.8 | 528 | 0.8534 | 0.3360 | 0.8534 | 0.9238 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions