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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task1_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task1_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_run2_AugV5_k11_task1_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: 1.1660
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- - Qwk: 0.4918
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- - Mse: 1.1660
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- - Rmse: 1.0798
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  ## Model description
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@@ -49,271 +49,338 @@ 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 | 0.0385 | 2 | 6.7768 | 0.0239 | 6.7768 | 2.6032 |
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- | No log | 0.0769 | 4 | 4.2529 | 0.0500 | 4.2529 | 2.0623 |
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- | No log | 0.1154 | 6 | 3.3655 | -0.0117 | 3.3655 | 1.8345 |
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- | No log | 0.1538 | 8 | 2.9377 | 0.0519 | 2.9377 | 1.7140 |
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- | No log | 0.1923 | 10 | 1.9862 | 0.1579 | 1.9862 | 1.4093 |
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- | No log | 0.2308 | 12 | 1.9502 | 0.2385 | 1.9502 | 1.3965 |
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- | No log | 0.2692 | 14 | 2.2998 | -0.0923 | 2.2998 | 1.5165 |
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- | No log | 0.3077 | 16 | 2.4824 | -0.0426 | 2.4824 | 1.5756 |
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- | No log | 0.3462 | 18 | 2.4137 | -0.0432 | 2.4137 | 1.5536 |
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- | No log | 0.3846 | 20 | 2.1199 | 0.1186 | 2.1199 | 1.4560 |
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- | No log | 0.4231 | 22 | 2.1059 | 0.1345 | 2.1059 | 1.4512 |
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- | No log | 0.4615 | 24 | 2.2241 | 0.0448 | 2.2241 | 1.4913 |
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- | No log | 0.5 | 26 | 2.3479 | 0.0556 | 2.3479 | 1.5323 |
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- | No log | 0.5385 | 28 | 2.0874 | 0.1240 | 2.0874 | 1.4448 |
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- | No log | 0.5769 | 30 | 2.0408 | 0.1875 | 2.0408 | 1.4286 |
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- | No log | 0.6154 | 32 | 1.9313 | 0.1746 | 1.9313 | 1.3897 |
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- | No log | 0.6538 | 34 | 1.7721 | 0.2105 | 1.7721 | 1.3312 |
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- | No log | 0.6923 | 36 | 1.6613 | 0.2523 | 1.6613 | 1.2889 |
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- | No log | 0.7308 | 38 | 1.5963 | 0.2202 | 1.5963 | 1.2635 |
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- | No log | 0.7692 | 40 | 1.5318 | 0.2342 | 1.5318 | 1.2377 |
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- | No log | 0.8077 | 42 | 1.5438 | 0.3761 | 1.5438 | 1.2425 |
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- | No log | 0.8462 | 44 | 1.4441 | 0.3793 | 1.4441 | 1.2017 |
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- | No log | 0.8846 | 46 | 1.5416 | 0.4194 | 1.5416 | 1.2416 |
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- | No log | 0.9231 | 48 | 1.5365 | 0.4603 | 1.5365 | 1.2396 |
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- | No log | 0.9615 | 50 | 1.4173 | 0.4390 | 1.4173 | 1.1905 |
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- | No log | 1.0 | 52 | 1.2227 | 0.4370 | 1.2227 | 1.1058 |
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- | No log | 1.0385 | 54 | 1.1484 | 0.4237 | 1.1484 | 1.0716 |
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- | No log | 1.0769 | 56 | 1.2303 | 0.4706 | 1.2303 | 1.1092 |
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- | No log | 1.1154 | 58 | 1.1589 | 0.4500 | 1.1589 | 1.0765 |
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- | No log | 1.1538 | 60 | 1.1953 | 0.4320 | 1.1953 | 1.0933 |
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- | No log | 1.1923 | 62 | 1.1745 | 0.48 | 1.1745 | 1.0837 |
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- | No log | 1.2308 | 64 | 1.2509 | 0.4687 | 1.2509 | 1.1184 |
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- | No log | 1.2692 | 66 | 1.3343 | 0.4341 | 1.3343 | 1.1551 |
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- | No log | 1.3077 | 68 | 1.4447 | 0.4062 | 1.4447 | 1.2020 |
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- | No log | 1.3462 | 70 | 1.5259 | 0.3906 | 1.5259 | 1.2353 |
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- | No log | 1.3846 | 72 | 1.4552 | 0.3387 | 1.4552 | 1.2063 |
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- | No log | 1.4231 | 74 | 1.6284 | 0.3390 | 1.6284 | 1.2761 |
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- | No log | 1.4615 | 76 | 1.6705 | 0.1818 | 1.6705 | 1.2925 |
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- | No log | 1.5 | 78 | 1.5313 | 0.2832 | 1.5313 | 1.2374 |
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- | No log | 1.5385 | 80 | 1.3121 | 0.4034 | 1.3121 | 1.1455 |
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- | No log | 1.5769 | 82 | 1.2062 | 0.4590 | 1.2062 | 1.0983 |
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- | No log | 1.6154 | 84 | 1.3385 | 0.5 | 1.3385 | 1.1569 |
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- | No log | 1.6538 | 86 | 1.8075 | 0.2857 | 1.8075 | 1.3444 |
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- | No log | 1.6923 | 88 | 1.6065 | 0.3969 | 1.6065 | 1.2675 |
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- | No log | 1.7308 | 90 | 1.3121 | 0.5224 | 1.3121 | 1.1455 |
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- | No log | 1.7692 | 92 | 1.1609 | 0.4925 | 1.1609 | 1.0775 |
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- | No log | 1.8077 | 94 | 1.1784 | 0.4925 | 1.1784 | 1.0855 |
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- | No log | 1.8462 | 96 | 1.2634 | 0.4853 | 1.2634 | 1.1240 |
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- | No log | 1.8846 | 98 | 1.2153 | 0.4962 | 1.2153 | 1.1024 |
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- | No log | 1.9231 | 100 | 1.2681 | 0.4962 | 1.2681 | 1.1261 |
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- | No log | 1.9615 | 102 | 1.4452 | 0.4493 | 1.4452 | 1.2021 |
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- | No log | 2.0 | 104 | 1.4110 | 0.4412 | 1.4110 | 1.1878 |
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- | No log | 2.0385 | 106 | 1.4356 | 0.4672 | 1.4356 | 1.1982 |
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- | No log | 2.0769 | 108 | 1.5726 | 0.4380 | 1.5726 | 1.2540 |
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- | No log | 2.1154 | 110 | 1.3439 | 0.4511 | 1.3439 | 1.1593 |
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- | No log | 2.1538 | 112 | 1.4356 | 0.4697 | 1.4356 | 1.1982 |
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- | No log | 2.1923 | 114 | 1.6991 | 0.3609 | 1.6991 | 1.3035 |
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- | No log | 2.2308 | 116 | 1.2892 | 0.4697 | 1.2892 | 1.1354 |
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- | No log | 2.2692 | 118 | 1.1971 | 0.5147 | 1.1971 | 1.0941 |
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- | No log | 2.3077 | 120 | 1.5491 | 0.4394 | 1.5491 | 1.2446 |
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- | No log | 2.3462 | 122 | 1.3952 | 0.4394 | 1.3952 | 1.1812 |
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- | No log | 2.3846 | 124 | 1.0737 | 0.6074 | 1.0737 | 1.0362 |
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- | No log | 2.4231 | 126 | 0.9869 | 0.6 | 0.9869 | 0.9934 |
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- | No log | 2.4615 | 128 | 1.1301 | 0.5802 | 1.1301 | 1.0631 |
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- | No log | 2.5 | 130 | 1.2446 | 0.5075 | 1.2446 | 1.1156 |
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- | No log | 2.5385 | 132 | 1.1110 | 0.5909 | 1.1110 | 1.0541 |
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- | No log | 2.5769 | 134 | 0.9340 | 0.6043 | 0.9340 | 0.9664 |
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- | No log | 2.6154 | 136 | 0.9790 | 0.6176 | 0.9790 | 0.9894 |
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- | No log | 2.6538 | 138 | 1.2339 | 0.5294 | 1.2339 | 1.1108 |
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- | No log | 2.6923 | 140 | 1.1611 | 0.5294 | 1.1611 | 1.0776 |
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- | No log | 2.7308 | 142 | 1.2925 | 0.5185 | 1.2925 | 1.1369 |
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- | No log | 2.7692 | 144 | 1.5896 | 0.4286 | 1.5896 | 1.2608 |
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- | No log | 2.8077 | 146 | 1.4368 | 0.4818 | 1.4368 | 1.1987 |
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- | No log | 2.8462 | 148 | 1.4032 | 0.5037 | 1.4032 | 1.1845 |
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- | No log | 2.8846 | 150 | 1.1698 | 0.5294 | 1.1698 | 1.0816 |
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- | No log | 2.9231 | 152 | 1.2224 | 0.5373 | 1.2224 | 1.1056 |
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- | No log | 2.9615 | 154 | 1.1825 | 0.5735 | 1.1825 | 1.0874 |
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- | No log | 3.0 | 156 | 1.3288 | 0.5075 | 1.3288 | 1.1527 |
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- | No log | 3.0385 | 158 | 1.4445 | 0.4672 | 1.4445 | 1.2019 |
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- | No log | 3.0769 | 160 | 1.3164 | 0.5152 | 1.3164 | 1.1474 |
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- | No log | 3.1154 | 162 | 1.3114 | 0.4962 | 1.3114 | 1.1452 |
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- | No log | 3.1538 | 164 | 1.1843 | 0.5714 | 1.1843 | 1.0883 |
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- | No log | 3.1923 | 166 | 1.0038 | 0.5496 | 1.0038 | 1.0019 |
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- | No log | 3.2308 | 168 | 1.1298 | 0.5455 | 1.1298 | 1.0629 |
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- | No log | 3.2692 | 170 | 1.4274 | 0.4559 | 1.4274 | 1.1947 |
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- | No log | 3.3077 | 172 | 1.3642 | 0.5303 | 1.3642 | 1.1680 |
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- | No log | 3.3462 | 174 | 1.3808 | 0.4697 | 1.3808 | 1.1751 |
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- | No log | 3.3846 | 176 | 1.4584 | 0.4776 | 1.4584 | 1.2076 |
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- | No log | 3.4231 | 178 | 1.2866 | 0.5344 | 1.2866 | 1.1343 |
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- | No log | 3.4615 | 180 | 1.2491 | 0.5077 | 1.2491 | 1.1176 |
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- | No log | 3.5 | 182 | 1.2187 | 0.5077 | 1.2187 | 1.1040 |
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- | No log | 3.5385 | 184 | 1.1119 | 0.4882 | 1.1119 | 1.0545 |
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- | No log | 3.5769 | 186 | 1.1542 | 0.5312 | 1.1542 | 1.0743 |
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- | No log | 3.6154 | 188 | 1.3605 | 0.5077 | 1.3605 | 1.1664 |
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- | No log | 3.6538 | 190 | 1.4460 | 0.4545 | 1.4460 | 1.2025 |
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- | No log | 3.6923 | 192 | 1.2079 | 0.4923 | 1.2079 | 1.0991 |
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- | No log | 3.7308 | 194 | 1.0932 | 0.5538 | 1.0932 | 1.0456 |
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- | No log | 3.7692 | 196 | 1.1813 | 0.5191 | 1.1813 | 1.0869 |
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- | No log | 3.8077 | 198 | 1.3132 | 0.5077 | 1.3132 | 1.1460 |
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- | No log | 3.8462 | 200 | 1.3438 | 0.5077 | 1.3438 | 1.1592 |
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- | No log | 3.8846 | 202 | 1.1653 | 0.5116 | 1.1653 | 1.0795 |
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- | No log | 3.9231 | 204 | 1.0802 | 0.5625 | 1.0802 | 1.0393 |
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- | No log | 3.9615 | 206 | 1.0827 | 0.5469 | 1.0827 | 1.0405 |
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- | No log | 4.0 | 208 | 1.2187 | 0.4806 | 1.2187 | 1.1039 |
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- | No log | 4.0385 | 210 | 1.5149 | 0.3881 | 1.5149 | 1.2308 |
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- | No log | 4.0769 | 212 | 1.4981 | 0.4148 | 1.4981 | 1.2240 |
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- | No log | 4.1154 | 214 | 1.5252 | 0.3885 | 1.5252 | 1.2350 |
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- | No log | 4.1538 | 216 | 1.3696 | 0.4478 | 1.3696 | 1.1703 |
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- | No log | 4.1923 | 218 | 1.3372 | 0.4511 | 1.3372 | 1.1564 |
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- | No log | 4.2308 | 220 | 1.5631 | 0.3546 | 1.5631 | 1.2502 |
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- | No log | 4.2692 | 222 | 1.6403 | 0.3768 | 1.6403 | 1.2807 |
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- | No log | 4.3077 | 224 | 1.4745 | 0.4733 | 1.4745 | 1.2143 |
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- | No log | 4.3462 | 226 | 1.3445 | 0.3871 | 1.3445 | 1.1595 |
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- | No log | 4.3846 | 228 | 1.3437 | 0.3871 | 1.3437 | 1.1592 |
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- | No log | 4.4231 | 230 | 1.3144 | 0.4127 | 1.3144 | 1.1465 |
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- | No log | 4.4615 | 232 | 1.3422 | 0.5077 | 1.3422 | 1.1585 |
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- | No log | 4.5 | 234 | 1.3682 | 0.5077 | 1.3682 | 1.1697 |
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- | No log | 4.5385 | 236 | 1.5403 | 0.4118 | 1.5403 | 1.2411 |
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- | No log | 4.5769 | 238 | 1.6863 | 0.3504 | 1.6863 | 1.2986 |
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- | No log | 4.6154 | 240 | 1.5256 | 0.4 | 1.5256 | 1.2351 |
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- | No log | 4.6538 | 242 | 1.3087 | 0.4806 | 1.3087 | 1.1440 |
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- | No log | 4.6923 | 244 | 1.2955 | 0.4806 | 1.2955 | 1.1382 |
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- | No log | 4.7308 | 246 | 1.3949 | 0.4545 | 1.3949 | 1.1810 |
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- | No log | 4.7692 | 248 | 1.6765 | 0.3382 | 1.6765 | 1.2948 |
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- | No log | 4.8077 | 250 | 1.7293 | 0.3382 | 1.7293 | 1.3150 |
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- | No log | 4.8462 | 252 | 1.4448 | 0.4427 | 1.4448 | 1.2020 |
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- | No log | 4.8846 | 254 | 1.1810 | 0.4882 | 1.1810 | 1.0868 |
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- | No log | 4.9231 | 256 | 1.1155 | 0.5909 | 1.1154 | 1.0561 |
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- | No log | 4.9615 | 258 | 1.2461 | 0.5077 | 1.2461 | 1.1163 |
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- | No log | 5.0 | 260 | 1.6672 | 0.3768 | 1.6672 | 1.2912 |
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- | No log | 5.0385 | 262 | 1.8350 | 0.3121 | 1.8350 | 1.3546 |
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- | No log | 5.0769 | 264 | 1.6282 | 0.3556 | 1.6282 | 1.2760 |
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- | No log | 5.1154 | 266 | 1.3580 | 0.4545 | 1.3580 | 1.1653 |
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- | No log | 5.1538 | 268 | 1.2544 | 0.5077 | 1.2544 | 1.1200 |
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- | No log | 5.1923 | 270 | 1.2401 | 0.5156 | 1.2401 | 1.1136 |
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- | No log | 5.2308 | 272 | 1.1833 | 0.4628 | 1.1833 | 1.0878 |
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- | No log | 5.2692 | 274 | 1.1959 | 0.4333 | 1.1959 | 1.0936 |
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- | No log | 5.3077 | 276 | 1.3023 | 0.4882 | 1.3023 | 1.1412 |
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- | No log | 5.3462 | 278 | 1.3522 | 0.5077 | 1.3522 | 1.1628 |
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- | No log | 5.3846 | 280 | 1.2672 | 0.4806 | 1.2672 | 1.1257 |
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- | No log | 5.4231 | 282 | 1.0707 | 0.5323 | 1.0707 | 1.0347 |
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- | No log | 5.4615 | 284 | 0.9782 | 0.5778 | 0.9782 | 0.9890 |
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- | No log | 5.5 | 286 | 0.9893 | 0.6000 | 0.9893 | 0.9946 |
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- | No log | 5.5385 | 288 | 0.9390 | 0.5926 | 0.9390 | 0.9690 |
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- | No log | 5.5769 | 290 | 1.0576 | 0.5736 | 1.0576 | 1.0284 |
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- | No log | 5.6154 | 292 | 1.3724 | 0.5191 | 1.3724 | 1.1715 |
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- | No log | 5.6538 | 294 | 1.5160 | 0.4651 | 1.5160 | 1.2312 |
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- | No log | 5.6923 | 296 | 1.4240 | 0.4806 | 1.4240 | 1.1933 |
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- | No log | 5.7308 | 298 | 1.2506 | 0.5082 | 1.2506 | 1.1183 |
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- | No log | 5.7692 | 300 | 1.1180 | 0.4348 | 1.1180 | 1.0573 |
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- | No log | 5.8077 | 302 | 1.0897 | 0.5323 | 1.0897 | 1.0439 |
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- | No log | 5.8462 | 304 | 1.0106 | 0.5574 | 1.0106 | 1.0053 |
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- | No log | 5.8846 | 306 | 1.0444 | 0.5512 | 1.0444 | 1.0219 |
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- | No log | 5.9231 | 308 | 1.2711 | 0.5191 | 1.2711 | 1.1274 |
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- | No log | 5.9615 | 310 | 1.3702 | 0.4531 | 1.3702 | 1.1705 |
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- | No log | 6.0 | 312 | 1.3010 | 0.4677 | 1.3010 | 1.1406 |
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- | No log | 6.0385 | 314 | 1.1930 | 0.48 | 1.1930 | 1.0923 |
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- | No log | 6.0769 | 316 | 1.1271 | 0.5079 | 1.1271 | 1.0617 |
210
- | No log | 6.1154 | 318 | 1.1759 | 0.5354 | 1.1759 | 1.0844 |
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- | No log | 6.1538 | 320 | 1.2792 | 0.5271 | 1.2792 | 1.1310 |
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- | No log | 6.1923 | 322 | 1.2015 | 0.5271 | 1.2015 | 1.0961 |
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- | No log | 6.2308 | 324 | 1.1248 | 0.5271 | 1.1248 | 1.0605 |
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- | No log | 6.2692 | 326 | 1.0731 | 0.5271 | 1.0731 | 1.0359 |
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- | No log | 6.3077 | 328 | 1.1166 | 0.5271 | 1.1166 | 1.0567 |
216
- | No log | 6.3462 | 330 | 1.2715 | 0.5496 | 1.2715 | 1.1276 |
217
- | No log | 6.3846 | 332 | 1.4206 | 0.4741 | 1.4206 | 1.1919 |
218
- | No log | 6.4231 | 334 | 1.3970 | 0.5469 | 1.3970 | 1.1819 |
219
- | No log | 6.4615 | 336 | 1.2668 | 0.5079 | 1.2668 | 1.1255 |
220
- | No log | 6.5 | 338 | 1.1387 | 0.4878 | 1.1387 | 1.0671 |
221
- | No log | 6.5385 | 340 | 1.1072 | 0.4754 | 1.1072 | 1.0522 |
222
- | No log | 6.5769 | 342 | 1.1509 | 0.4882 | 1.1509 | 1.0728 |
223
- | No log | 6.6154 | 344 | 1.1874 | 0.4882 | 1.1874 | 1.0897 |
224
- | No log | 6.6538 | 346 | 1.1680 | 0.4687 | 1.1680 | 1.0807 |
225
- | No log | 6.6923 | 348 | 1.1747 | 0.4806 | 1.1747 | 1.0838 |
226
- | No log | 6.7308 | 350 | 1.0669 | 0.5323 | 1.0669 | 1.0329 |
227
- | No log | 6.7692 | 352 | 1.0317 | 0.5714 | 1.0317 | 1.0157 |
228
- | No log | 6.8077 | 354 | 1.1874 | 0.5077 | 1.1874 | 1.0897 |
229
- | No log | 6.8462 | 356 | 1.4436 | 0.5068 | 1.4436 | 1.2015 |
230
- | No log | 6.8846 | 358 | 1.3684 | 0.5 | 1.3684 | 1.1698 |
231
- | No log | 6.9231 | 360 | 1.2101 | 0.4806 | 1.2101 | 1.1000 |
232
- | No log | 6.9615 | 362 | 1.1253 | 0.5156 | 1.1253 | 1.0608 |
233
- | No log | 7.0 | 364 | 1.2055 | 0.4882 | 1.2055 | 1.0980 |
234
- | No log | 7.0385 | 366 | 1.3461 | 0.5077 | 1.3461 | 1.1602 |
235
- | No log | 7.0769 | 368 | 1.2823 | 0.4687 | 1.2823 | 1.1324 |
236
- | No log | 7.1154 | 370 | 1.3079 | 0.5077 | 1.3079 | 1.1436 |
237
- | No log | 7.1538 | 372 | 1.3080 | 0.4733 | 1.3080 | 1.1437 |
238
- | No log | 7.1923 | 374 | 1.3950 | 0.4478 | 1.3950 | 1.1811 |
239
- | No log | 7.2308 | 376 | 1.3589 | 0.4545 | 1.3589 | 1.1657 |
240
- | No log | 7.2692 | 378 | 1.3107 | 0.4603 | 1.3107 | 1.1449 |
241
- | No log | 7.3077 | 380 | 1.3297 | 0.4603 | 1.3297 | 1.1531 |
242
- | No log | 7.3462 | 382 | 1.3393 | 0.4882 | 1.3393 | 1.1573 |
243
- | No log | 7.3846 | 384 | 1.2267 | 0.48 | 1.2267 | 1.1076 |
244
- | No log | 7.4231 | 386 | 1.1820 | 0.5079 | 1.1820 | 1.0872 |
245
- | No log | 7.4615 | 388 | 1.2908 | 0.4733 | 1.2908 | 1.1361 |
246
- | No log | 7.5 | 390 | 1.2723 | 0.5077 | 1.2723 | 1.1280 |
247
- | No log | 7.5385 | 392 | 1.4027 | 0.4412 | 1.4027 | 1.1843 |
248
- | No log | 7.5769 | 394 | 1.3833 | 0.4412 | 1.3833 | 1.1762 |
249
- | No log | 7.6154 | 396 | 1.2401 | 0.5271 | 1.2401 | 1.1136 |
250
- | No log | 7.6538 | 398 | 1.1438 | 0.5323 | 1.1438 | 1.0695 |
251
- | No log | 7.6923 | 400 | 1.1415 | 0.5082 | 1.1415 | 1.0684 |
252
- | No log | 7.7308 | 402 | 1.1943 | 0.5041 | 1.1943 | 1.0928 |
253
- | No log | 7.7692 | 404 | 1.2498 | 0.4921 | 1.2498 | 1.1179 |
254
- | No log | 7.8077 | 406 | 1.2602 | 0.5039 | 1.2602 | 1.1226 |
255
- | No log | 7.8462 | 408 | 1.2627 | 0.4844 | 1.2627 | 1.1237 |
256
- | No log | 7.8846 | 410 | 1.2375 | 0.4806 | 1.2375 | 1.1124 |
257
- | No log | 7.9231 | 412 | 1.1854 | 0.4844 | 1.1854 | 1.0888 |
258
- | No log | 7.9615 | 414 | 1.1527 | 0.4921 | 1.1527 | 1.0737 |
259
- | No log | 8.0 | 416 | 1.1844 | 0.512 | 1.1844 | 1.0883 |
260
- | No log | 8.0385 | 418 | 1.3034 | 0.4806 | 1.3034 | 1.1417 |
261
- | No log | 8.0769 | 420 | 1.5267 | 0.4242 | 1.5267 | 1.2356 |
262
- | No log | 8.1154 | 422 | 1.5518 | 0.4 | 1.5518 | 1.2457 |
263
- | No log | 8.1538 | 424 | 1.4431 | 0.4409 | 1.4431 | 1.2013 |
264
- | No log | 8.1923 | 426 | 1.3424 | 0.4553 | 1.3424 | 1.1586 |
265
- | No log | 8.2308 | 428 | 1.3616 | 0.4553 | 1.3616 | 1.1669 |
266
- | No log | 8.2692 | 430 | 1.4336 | 0.4409 | 1.4336 | 1.1973 |
267
- | No log | 8.3077 | 432 | 1.5794 | 0.4211 | 1.5794 | 1.2568 |
268
- | No log | 8.3462 | 434 | 1.6985 | 0.3459 | 1.6985 | 1.3033 |
269
- | No log | 8.3846 | 436 | 1.7549 | 0.3088 | 1.7549 | 1.3247 |
270
- | No log | 8.4231 | 438 | 1.5817 | 0.3664 | 1.5817 | 1.2577 |
271
- | No log | 8.4615 | 440 | 1.3287 | 0.4531 | 1.3287 | 1.1527 |
272
- | No log | 8.5 | 442 | 1.2319 | 0.5197 | 1.2319 | 1.1099 |
273
- | No log | 8.5385 | 444 | 1.2889 | 0.4923 | 1.2889 | 1.1353 |
274
- | No log | 8.5769 | 446 | 1.4848 | 0.4462 | 1.4848 | 1.2185 |
275
- | No log | 8.6154 | 448 | 1.6311 | 0.3459 | 1.6311 | 1.2772 |
276
- | No log | 8.6538 | 450 | 1.6961 | 0.3459 | 1.6961 | 1.3024 |
277
- | No log | 8.6923 | 452 | 1.5806 | 0.3385 | 1.5806 | 1.2572 |
278
- | No log | 8.7308 | 454 | 1.4437 | 0.4651 | 1.4437 | 1.2015 |
279
- | No log | 8.7692 | 456 | 1.3984 | 0.4409 | 1.3984 | 1.1825 |
280
- | No log | 8.8077 | 458 | 1.4581 | 0.384 | 1.4581 | 1.2075 |
281
- | No log | 8.8462 | 460 | 1.5040 | 0.4094 | 1.5040 | 1.2264 |
282
- | No log | 8.8846 | 462 | 1.5293 | 0.4094 | 1.5293 | 1.2366 |
283
- | No log | 8.9231 | 464 | 1.4470 | 0.4651 | 1.4470 | 1.2029 |
284
- | No log | 8.9615 | 466 | 1.2939 | 0.4603 | 1.2939 | 1.1375 |
285
- | No log | 9.0 | 468 | 1.2337 | 0.5161 | 1.2337 | 1.1107 |
286
- | No log | 9.0385 | 470 | 1.2582 | 0.4882 | 1.2582 | 1.1217 |
287
- | No log | 9.0769 | 472 | 1.3910 | 0.4923 | 1.3910 | 1.1794 |
288
- | No log | 9.1154 | 474 | 1.4915 | 0.4030 | 1.4915 | 1.2213 |
289
- | No log | 9.1538 | 476 | 1.3680 | 0.5 | 1.3680 | 1.1696 |
290
- | No log | 9.1923 | 478 | 1.2109 | 0.5 | 1.2109 | 1.1004 |
291
- | No log | 9.2308 | 480 | 1.1920 | 0.5 | 1.1920 | 1.0918 |
292
- | No log | 9.2692 | 482 | 1.2448 | 0.4882 | 1.2448 | 1.1157 |
293
- | No log | 9.3077 | 484 | 1.3528 | 0.4882 | 1.3528 | 1.1631 |
294
- | No log | 9.3462 | 486 | 1.4754 | 0.4462 | 1.4754 | 1.2146 |
295
- | No log | 9.3846 | 488 | 1.5117 | 0.4122 | 1.5117 | 1.2295 |
296
- | No log | 9.4231 | 490 | 1.4345 | 0.4806 | 1.4345 | 1.1977 |
297
- | No log | 9.4615 | 492 | 1.3189 | 0.4882 | 1.3189 | 1.1485 |
298
- | No log | 9.5 | 494 | 1.2316 | 0.512 | 1.2316 | 1.1098 |
299
- | No log | 9.5385 | 496 | 1.1994 | 0.5366 | 1.1994 | 1.0952 |
300
- | No log | 9.5769 | 498 | 1.2268 | 0.5366 | 1.2268 | 1.1076 |
301
- | 0.3746 | 9.6154 | 500 | 1.2877 | 0.512 | 1.2877 | 1.1348 |
302
- | 0.3746 | 9.6538 | 502 | 1.3814 | 0.4688 | 1.3814 | 1.1753 |
303
- | 0.3746 | 9.6923 | 504 | 1.4024 | 0.4806 | 1.4024 | 1.1842 |
304
- | 0.3746 | 9.7308 | 506 | 1.3705 | 0.5077 | 1.3705 | 1.1707 |
305
- | 0.3746 | 9.7692 | 508 | 1.2127 | 0.5271 | 1.2127 | 1.1012 |
306
- | 0.3746 | 9.8077 | 510 | 1.0863 | 0.6107 | 1.0863 | 1.0422 |
307
- | 0.3746 | 9.8462 | 512 | 1.0720 | 0.6107 | 1.0720 | 1.0354 |
308
- | 0.3746 | 9.8846 | 514 | 1.2174 | 0.5191 | 1.2174 | 1.1034 |
309
- | 0.3746 | 9.9231 | 516 | 1.2740 | 0.5077 | 1.2740 | 1.1287 |
310
- | 0.3746 | 9.9615 | 518 | 1.3052 | 0.4961 | 1.3052 | 1.1424 |
311
- | 0.3746 | 10.0 | 520 | 1.3630 | 0.5156 | 1.3630 | 1.1675 |
312
- | 0.3746 | 10.0385 | 522 | 1.3458 | 0.5041 | 1.3458 | 1.1601 |
313
- | 0.3746 | 10.0769 | 524 | 1.3404 | 0.4793 | 1.3404 | 1.1577 |
314
- | 0.3746 | 10.1154 | 526 | 1.2909 | 0.4793 | 1.2909 | 1.1362 |
315
- | 0.3746 | 10.1538 | 528 | 1.2198 | 0.4793 | 1.2198 | 1.1044 |
316
- | 0.3746 | 10.1923 | 530 | 1.1660 | 0.4918 | 1.1660 | 1.0798 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
317
 
318
 
319
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task1_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_run2_AugV5_k12_task1_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: 1.0637
19
+ - Qwk: 0.5238
20
+ - Mse: 1.0637
21
+ - Rmse: 1.0313
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0351 | 2 | 7.0452 | -0.0056 | 7.0452 | 2.6543 |
53
+ | No log | 0.0702 | 4 | 4.6737 | 0.0513 | 4.6737 | 2.1619 |
54
+ | No log | 0.1053 | 6 | 4.0747 | -0.0718 | 4.0747 | 2.0186 |
55
+ | No log | 0.1404 | 8 | 2.8511 | 0.0533 | 2.8511 | 1.6885 |
56
+ | No log | 0.1754 | 10 | 1.9206 | 0.1849 | 1.9206 | 1.3859 |
57
+ | No log | 0.2105 | 12 | 1.7111 | 0.2414 | 1.7111 | 1.3081 |
58
+ | No log | 0.2456 | 14 | 2.4532 | 0.2092 | 2.4532 | 1.5663 |
59
+ | No log | 0.2807 | 16 | 2.6988 | 0.1429 | 2.6988 | 1.6428 |
60
+ | No log | 0.3158 | 18 | 1.9373 | 0.3150 | 1.9373 | 1.3919 |
61
+ | No log | 0.3509 | 20 | 1.4427 | 0.3802 | 1.4427 | 1.2011 |
62
+ | No log | 0.3860 | 22 | 1.4427 | 0.4409 | 1.4427 | 1.2011 |
63
+ | No log | 0.4211 | 24 | 1.5565 | 0.2975 | 1.5565 | 1.2476 |
64
+ | No log | 0.4561 | 26 | 2.4887 | 0.2471 | 2.4887 | 1.5775 |
65
+ | No log | 0.4912 | 28 | 2.2908 | 0.2976 | 2.2908 | 1.5135 |
66
+ | No log | 0.5263 | 30 | 1.3395 | 0.5634 | 1.3395 | 1.1574 |
67
+ | No log | 0.5614 | 32 | 1.1671 | 0.5156 | 1.1671 | 1.0803 |
68
+ | No log | 0.5965 | 34 | 1.1162 | 0.5271 | 1.1162 | 1.0565 |
69
+ | No log | 0.6316 | 36 | 1.3010 | 0.5070 | 1.3010 | 1.1406 |
70
+ | No log | 0.6667 | 38 | 1.2773 | 0.5180 | 1.2773 | 1.1302 |
71
+ | No log | 0.7018 | 40 | 1.0354 | 0.5802 | 1.0354 | 1.0175 |
72
+ | No log | 0.7368 | 42 | 1.0760 | 0.5116 | 1.0760 | 1.0373 |
73
+ | No log | 0.7719 | 44 | 1.0649 | 0.5156 | 1.0649 | 1.0320 |
74
+ | No log | 0.8070 | 46 | 1.0430 | 0.5909 | 1.0430 | 1.0213 |
75
+ | No log | 0.8421 | 48 | 1.4903 | 0.4789 | 1.4903 | 1.2208 |
76
+ | No log | 0.8772 | 50 | 1.4259 | 0.5070 | 1.4259 | 1.1941 |
77
+ | No log | 0.9123 | 52 | 1.0579 | 0.6015 | 1.0579 | 1.0285 |
78
+ | No log | 0.9474 | 54 | 1.5784 | 0.2542 | 1.5784 | 1.2563 |
79
+ | No log | 0.9825 | 56 | 2.3520 | 0.0 | 2.3520 | 1.5336 |
80
+ | No log | 1.0175 | 58 | 1.8457 | 0.1864 | 1.8457 | 1.3586 |
81
+ | No log | 1.0526 | 60 | 1.3222 | 0.4132 | 1.3222 | 1.1499 |
82
+ | No log | 1.0877 | 62 | 1.2370 | 0.4640 | 1.2370 | 1.1122 |
83
+ | No log | 1.1228 | 64 | 1.1540 | 0.4878 | 1.1540 | 1.0743 |
84
+ | No log | 1.1579 | 66 | 1.1231 | 0.5238 | 1.1231 | 1.0597 |
85
+ | No log | 1.1930 | 68 | 1.1212 | 0.5426 | 1.1212 | 1.0589 |
86
+ | No log | 1.2281 | 70 | 1.2976 | 0.4615 | 1.2976 | 1.1391 |
87
+ | No log | 1.2632 | 72 | 1.1910 | 0.5231 | 1.1910 | 1.0913 |
88
+ | No log | 1.2982 | 74 | 1.0865 | 0.5323 | 1.0865 | 1.0423 |
89
+ | No log | 1.3333 | 76 | 1.0973 | 0.5366 | 1.0973 | 1.0475 |
90
+ | No log | 1.3684 | 78 | 1.1272 | 0.5323 | 1.1272 | 1.0617 |
91
+ | No log | 1.4035 | 80 | 1.1696 | 0.4333 | 1.1696 | 1.0815 |
92
+ | No log | 1.4386 | 82 | 1.1873 | 0.4921 | 1.1873 | 1.0896 |
93
+ | No log | 1.4737 | 84 | 1.3044 | 0.4697 | 1.3044 | 1.1421 |
94
+ | No log | 1.5088 | 86 | 1.1382 | 0.5481 | 1.1382 | 1.0669 |
95
+ | No log | 1.5439 | 88 | 0.9762 | 0.6277 | 0.9762 | 0.9880 |
96
+ | No log | 1.5789 | 90 | 0.9427 | 0.6331 | 0.9427 | 0.9709 |
97
+ | No log | 1.6140 | 92 | 0.8766 | 0.6331 | 0.8766 | 0.9363 |
98
+ | No log | 1.6491 | 94 | 0.8923 | 0.6667 | 0.8923 | 0.9446 |
99
+ | No log | 1.6842 | 96 | 1.3726 | 0.4493 | 1.3726 | 1.1716 |
100
+ | No log | 1.7193 | 98 | 1.6093 | 0.3165 | 1.6093 | 1.2686 |
101
+ | No log | 1.7544 | 100 | 1.1304 | 0.5481 | 1.1304 | 1.0632 |
102
+ | No log | 1.7895 | 102 | 0.9055 | 0.6423 | 0.9055 | 0.9516 |
103
+ | No log | 1.8246 | 104 | 0.8994 | 0.6618 | 0.8994 | 0.9483 |
104
+ | No log | 1.8596 | 106 | 0.8882 | 0.6716 | 0.8882 | 0.9424 |
105
+ | No log | 1.8947 | 108 | 0.8554 | 0.6466 | 0.8554 | 0.9249 |
106
+ | No log | 1.9298 | 110 | 0.8504 | 0.6567 | 0.8504 | 0.9222 |
107
+ | No log | 1.9649 | 112 | 0.9680 | 0.6522 | 0.9680 | 0.9839 |
108
+ | No log | 2.0 | 114 | 0.8604 | 0.6716 | 0.8604 | 0.9276 |
109
+ | No log | 2.0351 | 116 | 0.8091 | 0.6567 | 0.8091 | 0.8995 |
110
+ | No log | 2.0702 | 118 | 0.7963 | 0.6567 | 0.7963 | 0.8924 |
111
+ | No log | 2.1053 | 120 | 0.9348 | 0.6176 | 0.9348 | 0.9669 |
112
+ | No log | 2.1404 | 122 | 1.1198 | 0.5942 | 1.1198 | 1.0582 |
113
+ | No log | 2.1754 | 124 | 0.8959 | 0.6165 | 0.8959 | 0.9465 |
114
+ | No log | 2.2105 | 126 | 0.8086 | 0.6861 | 0.8086 | 0.8992 |
115
+ | No log | 2.2456 | 128 | 0.8531 | 0.7007 | 0.8531 | 0.9237 |
116
+ | No log | 2.2807 | 130 | 0.8199 | 0.6567 | 0.8199 | 0.9055 |
117
+ | No log | 2.3158 | 132 | 0.9885 | 0.6269 | 0.9885 | 0.9942 |
118
+ | No log | 2.3509 | 134 | 1.0030 | 0.6074 | 1.0030 | 1.0015 |
119
+ | No log | 2.3860 | 136 | 0.8590 | 0.6119 | 0.8590 | 0.9268 |
120
+ | No log | 2.4211 | 138 | 0.7804 | 0.6857 | 0.7804 | 0.8834 |
121
+ | No log | 2.4561 | 140 | 0.7721 | 0.6950 | 0.7721 | 0.8787 |
122
+ | No log | 2.4912 | 142 | 0.8137 | 0.6667 | 0.8137 | 0.9021 |
123
+ | No log | 2.5263 | 144 | 1.0542 | 0.5839 | 1.0542 | 1.0267 |
124
+ | No log | 2.5614 | 146 | 1.0255 | 0.5606 | 1.0255 | 1.0126 |
125
+ | No log | 2.5965 | 148 | 0.8661 | 0.6370 | 0.8661 | 0.9307 |
126
+ | No log | 2.6316 | 150 | 0.8686 | 0.6260 | 0.8686 | 0.9320 |
127
+ | No log | 2.6667 | 152 | 0.8595 | 0.6165 | 0.8595 | 0.9271 |
128
+ | No log | 2.7018 | 154 | 0.8576 | 0.6061 | 0.8576 | 0.9261 |
129
+ | No log | 2.7368 | 156 | 0.9814 | 0.6165 | 0.9814 | 0.9907 |
130
+ | No log | 2.7719 | 158 | 1.0099 | 0.6324 | 1.0099 | 1.0049 |
131
+ | No log | 2.8070 | 160 | 0.8897 | 0.6176 | 0.8897 | 0.9432 |
132
+ | No log | 2.8421 | 162 | 0.8560 | 0.5926 | 0.8560 | 0.9252 |
133
+ | No log | 2.8772 | 164 | 0.9292 | 0.5926 | 0.9292 | 0.9639 |
134
+ | No log | 2.9123 | 166 | 1.0607 | 0.6015 | 1.0607 | 1.0299 |
135
+ | No log | 2.9474 | 168 | 1.2013 | 0.5758 | 1.2013 | 1.0960 |
136
+ | No log | 2.9825 | 170 | 1.1318 | 0.5865 | 1.1318 | 1.0639 |
137
+ | No log | 3.0175 | 172 | 1.0076 | 0.6119 | 1.0076 | 1.0038 |
138
+ | No log | 3.0526 | 174 | 0.8844 | 0.6015 | 0.8844 | 0.9404 |
139
+ | No log | 3.0877 | 176 | 0.8938 | 0.5909 | 0.8938 | 0.9454 |
140
+ | No log | 3.1228 | 178 | 0.9650 | 0.6222 | 0.9650 | 0.9823 |
141
+ | No log | 3.1579 | 180 | 0.9639 | 0.6222 | 0.9639 | 0.9818 |
142
+ | No log | 3.1930 | 182 | 0.8229 | 0.6418 | 0.8229 | 0.9071 |
143
+ | No log | 3.2281 | 184 | 0.7185 | 0.6716 | 0.7185 | 0.8477 |
144
+ | No log | 3.2632 | 186 | 0.7114 | 0.6815 | 0.7114 | 0.8435 |
145
+ | No log | 3.2982 | 188 | 0.7092 | 0.7059 | 0.7092 | 0.8422 |
146
+ | No log | 3.3333 | 190 | 0.8277 | 0.6222 | 0.8277 | 0.9098 |
147
+ | No log | 3.3684 | 192 | 0.9183 | 0.6119 | 0.9183 | 0.9583 |
148
+ | No log | 3.4035 | 194 | 0.8428 | 0.6565 | 0.8428 | 0.9180 |
149
+ | No log | 3.4386 | 196 | 0.8469 | 0.6094 | 0.8469 | 0.9203 |
150
+ | No log | 3.4737 | 198 | 0.8953 | 0.6308 | 0.8953 | 0.9462 |
151
+ | No log | 3.5088 | 200 | 0.9503 | 0.6061 | 0.9503 | 0.9748 |
152
+ | No log | 3.5439 | 202 | 1.1528 | 0.5606 | 1.1528 | 1.0737 |
153
+ | No log | 3.5789 | 204 | 1.1575 | 0.5606 | 1.1575 | 1.0759 |
154
+ | No log | 3.6140 | 206 | 0.9399 | 0.6165 | 0.9399 | 0.9695 |
155
+ | No log | 3.6491 | 208 | 0.8553 | 0.6260 | 0.8553 | 0.9248 |
156
+ | No log | 3.6842 | 210 | 0.8809 | 0.6269 | 0.8809 | 0.9385 |
157
+ | No log | 3.7193 | 212 | 1.0450 | 0.6119 | 1.0450 | 1.0223 |
158
+ | No log | 3.7544 | 214 | 1.1369 | 0.5606 | 1.1369 | 1.0663 |
159
+ | No log | 3.7895 | 216 | 1.1912 | 0.5414 | 1.1912 | 1.0914 |
160
+ | No log | 3.8246 | 218 | 1.1309 | 0.6119 | 1.1309 | 1.0634 |
161
+ | No log | 3.8596 | 220 | 1.0540 | 0.6222 | 1.0540 | 1.0266 |
162
+ | No log | 3.8947 | 222 | 1.0964 | 0.6222 | 1.0964 | 1.0471 |
163
+ | No log | 3.9298 | 224 | 1.2378 | 0.5652 | 1.2378 | 1.1126 |
164
+ | No log | 3.9649 | 226 | 1.8158 | 0.375 | 1.8158 | 1.3475 |
165
+ | No log | 4.0 | 228 | 2.1443 | 0.2585 | 2.1443 | 1.4643 |
166
+ | No log | 4.0351 | 230 | 1.9178 | 0.3200 | 1.9178 | 1.3848 |
167
+ | No log | 4.0702 | 232 | 1.2771 | 0.5352 | 1.2771 | 1.1301 |
168
+ | No log | 4.1053 | 234 | 0.9076 | 0.5827 | 0.9076 | 0.9527 |
169
+ | No log | 4.1404 | 236 | 0.8918 | 0.6129 | 0.8918 | 0.9443 |
170
+ | No log | 4.1754 | 238 | 0.8955 | 0.6047 | 0.8955 | 0.9463 |
171
+ | No log | 4.2105 | 240 | 1.1387 | 0.5652 | 1.1387 | 1.0671 |
172
+ | No log | 4.2456 | 242 | 1.5456 | 0.5625 | 1.5456 | 1.2432 |
173
+ | No log | 4.2807 | 244 | 1.7181 | 0.4970 | 1.7181 | 1.3108 |
174
+ | No log | 4.3158 | 246 | 1.4112 | 0.5306 | 1.4112 | 1.1880 |
175
+ | No log | 4.3509 | 248 | 0.9904 | 0.5778 | 0.9904 | 0.9952 |
176
+ | No log | 4.3860 | 250 | 0.9705 | 0.5714 | 0.9705 | 0.9852 |
177
+ | No log | 4.4211 | 252 | 1.0971 | 0.4833 | 1.0971 | 1.0474 |
178
+ | No log | 4.4561 | 254 | 1.2197 | 0.5124 | 1.2197 | 1.1044 |
179
+ | No log | 4.4912 | 256 | 1.2450 | 0.5312 | 1.2450 | 1.1158 |
180
+ | No log | 4.5263 | 258 | 1.1904 | 0.5116 | 1.1904 | 1.0911 |
181
+ | No log | 4.5614 | 260 | 1.1374 | 0.5303 | 1.1374 | 1.0665 |
182
+ | No log | 4.5965 | 262 | 1.1511 | 0.5113 | 1.1511 | 1.0729 |
183
+ | No log | 4.6316 | 264 | 1.1611 | 0.5113 | 1.1611 | 1.0775 |
184
+ | No log | 4.6667 | 266 | 1.1616 | 0.5303 | 1.1616 | 1.0778 |
185
+ | No log | 4.7018 | 268 | 1.2058 | 0.5197 | 1.2058 | 1.0981 |
186
+ | No log | 4.7368 | 270 | 1.2207 | 0.5197 | 1.2207 | 1.1049 |
187
+ | No log | 4.7719 | 272 | 1.2259 | 0.5197 | 1.2259 | 1.1072 |
188
+ | No log | 4.8070 | 274 | 1.1426 | 0.512 | 1.1426 | 1.0689 |
189
+ | No log | 4.8421 | 276 | 1.1279 | 0.5197 | 1.1279 | 1.0620 |
190
+ | No log | 4.8772 | 278 | 1.1834 | 0.5 | 1.1834 | 1.0879 |
191
+ | No log | 4.9123 | 280 | 1.2033 | 0.5 | 1.2033 | 1.0970 |
192
+ | No log | 4.9474 | 282 | 1.1427 | 0.5191 | 1.1427 | 1.0690 |
193
+ | No log | 4.9825 | 284 | 1.1195 | 0.5191 | 1.1195 | 1.0580 |
194
+ | No log | 5.0175 | 286 | 1.0671 | 0.5231 | 1.0671 | 1.0330 |
195
+ | No log | 5.0526 | 288 | 1.1029 | 0.5303 | 1.1029 | 1.0502 |
196
+ | No log | 5.0877 | 290 | 1.1225 | 0.5373 | 1.1225 | 1.0595 |
197
+ | No log | 5.1228 | 292 | 1.1624 | 0.5373 | 1.1624 | 1.0781 |
198
+ | No log | 5.1579 | 294 | 1.1328 | 0.5373 | 1.1328 | 1.0644 |
199
+ | No log | 5.1930 | 296 | 1.1070 | 0.5564 | 1.1070 | 1.0522 |
200
+ | No log | 5.2281 | 298 | 1.0210 | 0.5455 | 1.0210 | 1.0104 |
201
+ | No log | 5.2632 | 300 | 0.8843 | 0.6260 | 0.8843 | 0.9404 |
202
+ | No log | 5.2982 | 302 | 0.8158 | 0.6617 | 0.8158 | 0.9032 |
203
+ | No log | 5.3333 | 304 | 0.7957 | 0.6617 | 0.7957 | 0.8920 |
204
+ | No log | 5.3684 | 306 | 0.8868 | 0.5954 | 0.8868 | 0.9417 |
205
+ | No log | 5.4035 | 308 | 1.0861 | 0.5191 | 1.0861 | 1.0421 |
206
+ | No log | 5.4386 | 310 | 1.0869 | 0.5 | 1.0869 | 1.0425 |
207
+ | No log | 5.4737 | 312 | 0.9976 | 0.528 | 0.9976 | 0.9988 |
208
+ | No log | 5.5088 | 314 | 0.9487 | 0.4874 | 0.9487 | 0.9740 |
209
+ | No log | 5.5439 | 316 | 0.9732 | 0.5 | 0.9732 | 0.9865 |
210
+ | No log | 5.5789 | 318 | 0.9214 | 0.5620 | 0.9214 | 0.9599 |
211
+ | No log | 5.6140 | 320 | 0.9495 | 0.5323 | 0.9495 | 0.9744 |
212
+ | No log | 5.6491 | 322 | 1.0759 | 0.5312 | 1.0759 | 1.0373 |
213
+ | No log | 5.6842 | 324 | 1.2318 | 0.4844 | 1.2318 | 1.1099 |
214
+ | No log | 5.7193 | 326 | 1.2569 | 0.4844 | 1.2569 | 1.1211 |
215
+ | No log | 5.7544 | 328 | 1.2306 | 0.5116 | 1.2306 | 1.1093 |
216
+ | No log | 5.7895 | 330 | 1.3587 | 0.4844 | 1.3587 | 1.1656 |
217
+ | No log | 5.8246 | 332 | 1.3328 | 0.4844 | 1.3328 | 1.1545 |
218
+ | No log | 5.8596 | 334 | 1.2105 | 0.5312 | 1.2105 | 1.1002 |
219
+ | No log | 5.8947 | 336 | 1.1609 | 0.5354 | 1.1609 | 1.0774 |
220
+ | No log | 5.9298 | 338 | 1.1593 | 0.5312 | 1.1593 | 1.0767 |
221
+ | No log | 5.9649 | 340 | 1.1458 | 0.5312 | 1.1458 | 1.0704 |
222
+ | No log | 6.0 | 342 | 1.1329 | 0.5385 | 1.1329 | 1.0644 |
223
+ | No log | 6.0351 | 344 | 1.1316 | 0.528 | 1.1316 | 1.0638 |
224
+ | No log | 6.0702 | 346 | 1.2098 | 0.496 | 1.2098 | 1.0999 |
225
+ | No log | 6.1053 | 348 | 1.3341 | 0.4921 | 1.3341 | 1.1550 |
226
+ | No log | 6.1404 | 350 | 1.3691 | 0.4640 | 1.3691 | 1.1701 |
227
+ | No log | 6.1754 | 352 | 1.3132 | 0.4921 | 1.3132 | 1.1459 |
228
+ | No log | 6.2105 | 354 | 1.2545 | 0.4921 | 1.2545 | 1.1201 |
229
+ | No log | 6.2456 | 356 | 1.1772 | 0.5197 | 1.1772 | 1.0850 |
230
+ | No log | 6.2807 | 358 | 1.2269 | 0.4921 | 1.2269 | 1.1077 |
231
+ | No log | 6.3158 | 360 | 1.3080 | 0.4844 | 1.3080 | 1.1437 |
232
+ | No log | 6.3509 | 362 | 1.3238 | 0.4844 | 1.3238 | 1.1506 |
233
+ | No log | 6.3860 | 364 | 1.2672 | 0.5 | 1.2672 | 1.1257 |
234
+ | No log | 6.4211 | 366 | 1.1838 | 0.5 | 1.1838 | 1.0880 |
235
+ | No log | 6.4561 | 368 | 1.2276 | 0.5 | 1.2276 | 1.1080 |
236
+ | No log | 6.4912 | 370 | 1.4089 | 0.4427 | 1.4089 | 1.1870 |
237
+ | No log | 6.5263 | 372 | 1.4822 | 0.4154 | 1.4822 | 1.2175 |
238
+ | No log | 6.5614 | 374 | 1.3773 | 0.4531 | 1.3773 | 1.1736 |
239
+ | No log | 6.5965 | 376 | 1.2327 | 0.5039 | 1.2327 | 1.1103 |
240
+ | No log | 6.6316 | 378 | 1.0037 | 0.5238 | 1.0037 | 1.0019 |
241
+ | No log | 6.6667 | 380 | 0.9057 | 0.6 | 0.9057 | 0.9517 |
242
+ | No log | 6.7018 | 382 | 0.9221 | 0.5538 | 0.9221 | 0.9603 |
243
+ | No log | 6.7368 | 384 | 1.0687 | 0.5303 | 1.0687 | 1.0338 |
244
+ | No log | 6.7719 | 386 | 1.2835 | 0.4806 | 1.2835 | 1.1329 |
245
+ | No log | 6.8070 | 388 | 1.2931 | 0.4806 | 1.2931 | 1.1371 |
246
+ | No log | 6.8421 | 390 | 1.1713 | 0.5116 | 1.1713 | 1.0823 |
247
+ | No log | 6.8772 | 392 | 1.0861 | 0.5238 | 1.0861 | 1.0422 |
248
+ | No log | 6.9123 | 394 | 1.0264 | 0.5238 | 1.0264 | 1.0131 |
249
+ | No log | 6.9474 | 396 | 0.9954 | 0.5426 | 0.9954 | 0.9977 |
250
+ | No log | 6.9825 | 398 | 1.0084 | 0.5238 | 1.0084 | 1.0042 |
251
+ | No log | 7.0175 | 400 | 1.0526 | 0.5238 | 1.0526 | 1.0260 |
252
+ | No log | 7.0526 | 402 | 1.0457 | 0.5238 | 1.0457 | 1.0226 |
253
+ | No log | 7.0877 | 404 | 1.0577 | 0.5238 | 1.0577 | 1.0285 |
254
+ | No log | 7.1228 | 406 | 1.1034 | 0.5312 | 1.1034 | 1.0504 |
255
+ | No log | 7.1579 | 408 | 1.1358 | 0.5077 | 1.1358 | 1.0657 |
256
+ | No log | 7.1930 | 410 | 1.2168 | 0.5077 | 1.2168 | 1.1031 |
257
+ | No log | 7.2281 | 412 | 1.0868 | 0.5263 | 1.0868 | 1.0425 |
258
+ | No log | 7.2632 | 414 | 0.8755 | 0.5606 | 0.8755 | 0.9357 |
259
+ | No log | 7.2982 | 416 | 0.8493 | 0.5802 | 0.8493 | 0.9216 |
260
+ | No log | 7.3333 | 418 | 0.9053 | 0.5625 | 0.9053 | 0.9515 |
261
+ | No log | 7.3684 | 420 | 1.0238 | 0.5538 | 1.0238 | 1.0118 |
262
+ | No log | 7.4035 | 422 | 1.2272 | 0.5312 | 1.2272 | 1.1078 |
263
+ | No log | 7.4386 | 424 | 1.2641 | 0.5312 | 1.2641 | 1.1243 |
264
+ | No log | 7.4737 | 426 | 1.1769 | 0.5312 | 1.1769 | 1.0848 |
265
+ | No log | 7.5088 | 428 | 1.0198 | 0.5426 | 1.0198 | 1.0098 |
266
+ | No log | 7.5439 | 430 | 0.8996 | 0.5161 | 0.8996 | 0.9485 |
267
+ | No log | 7.5789 | 432 | 0.9026 | 0.5161 | 0.9026 | 0.9501 |
268
+ | No log | 7.6140 | 434 | 0.9734 | 0.5692 | 0.9734 | 0.9866 |
269
+ | No log | 7.6491 | 436 | 1.1058 | 0.5496 | 1.1058 | 1.0516 |
270
+ | No log | 7.6842 | 438 | 1.1806 | 0.5303 | 1.1806 | 1.0865 |
271
+ | No log | 7.7193 | 440 | 1.1889 | 0.5496 | 1.1889 | 1.0904 |
272
+ | No log | 7.7544 | 442 | 1.1054 | 0.5426 | 1.1054 | 1.0514 |
273
+ | No log | 7.7895 | 444 | 1.0258 | 0.512 | 1.0258 | 1.0128 |
274
+ | No log | 7.8246 | 446 | 1.0095 | 0.4878 | 1.0095 | 1.0047 |
275
+ | No log | 7.8596 | 448 | 0.9836 | 0.5426 | 0.9836 | 0.9918 |
276
+ | No log | 7.8947 | 450 | 0.9880 | 0.5426 | 0.9880 | 0.9940 |
277
+ | No log | 7.9298 | 452 | 1.0740 | 0.5344 | 1.0740 | 1.0363 |
278
+ | No log | 7.9649 | 454 | 1.0179 | 0.5538 | 1.0179 | 1.0089 |
279
+ | No log | 8.0 | 456 | 0.9917 | 0.5426 | 0.9917 | 0.9958 |
280
+ | No log | 8.0351 | 458 | 0.9286 | 0.5426 | 0.9286 | 0.9636 |
281
+ | No log | 8.0702 | 460 | 0.8004 | 0.5714 | 0.8004 | 0.8947 |
282
+ | No log | 8.1053 | 462 | 0.7396 | 0.7164 | 0.7396 | 0.8600 |
283
+ | No log | 8.1404 | 464 | 0.7042 | 0.7246 | 0.7042 | 0.8392 |
284
+ | No log | 8.1754 | 466 | 0.7488 | 0.6857 | 0.7488 | 0.8653 |
285
+ | No log | 8.2105 | 468 | 0.9351 | 0.5564 | 0.9351 | 0.9670 |
286
+ | No log | 8.2456 | 470 | 0.9903 | 0.5564 | 0.9903 | 0.9952 |
287
+ | No log | 8.2807 | 472 | 0.8974 | 0.5802 | 0.8974 | 0.9473 |
288
+ | No log | 8.3158 | 474 | 0.8662 | 0.5692 | 0.8662 | 0.9307 |
289
+ | No log | 8.3509 | 476 | 0.8507 | 0.5692 | 0.8507 | 0.9224 |
290
+ | No log | 8.3860 | 478 | 0.8412 | 0.5954 | 0.8412 | 0.9172 |
291
+ | No log | 8.4211 | 480 | 0.8060 | 0.6061 | 0.8060 | 0.8978 |
292
+ | No log | 8.4561 | 482 | 0.8566 | 0.5802 | 0.8566 | 0.9256 |
293
+ | No log | 8.4912 | 484 | 1.0961 | 0.5224 | 1.0961 | 1.0470 |
294
+ | No log | 8.5263 | 486 | 1.2580 | 0.5224 | 1.2580 | 1.1216 |
295
+ | No log | 8.5614 | 488 | 1.1446 | 0.5224 | 1.1446 | 1.0698 |
296
+ | No log | 8.5965 | 490 | 1.0301 | 0.5238 | 1.0301 | 1.0149 |
297
+ | No log | 8.6316 | 492 | 0.9879 | 0.4833 | 0.9879 | 0.9939 |
298
+ | No log | 8.6667 | 494 | 1.0033 | 0.4706 | 1.0033 | 1.0017 |
299
+ | No log | 8.7018 | 496 | 1.0337 | 0.4833 | 1.0337 | 1.0167 |
300
+ | No log | 8.7368 | 498 | 1.0091 | 0.5124 | 1.0091 | 1.0045 |
301
+ | 0.3547 | 8.7719 | 500 | 0.9515 | 0.5238 | 0.9515 | 0.9754 |
302
+ | 0.3547 | 8.8070 | 502 | 0.9418 | 0.5238 | 0.9418 | 0.9705 |
303
+ | 0.3547 | 8.8421 | 504 | 0.9108 | 0.5802 | 0.9108 | 0.9543 |
304
+ | 0.3547 | 8.8772 | 506 | 0.8951 | 0.5909 | 0.8951 | 0.9461 |
305
+ | 0.3547 | 8.9123 | 508 | 0.9123 | 0.5909 | 0.9123 | 0.9551 |
306
+ | 0.3547 | 8.9474 | 510 | 0.9417 | 0.5909 | 0.9417 | 0.9704 |
307
+ | 0.3547 | 8.9825 | 512 | 0.9667 | 0.5909 | 0.9667 | 0.9832 |
308
+ | 0.3547 | 9.0175 | 514 | 1.0579 | 0.5156 | 1.0579 | 1.0286 |
309
+ | 0.3547 | 9.0526 | 516 | 1.1696 | 0.5156 | 1.1696 | 1.0815 |
310
+ | 0.3547 | 9.0877 | 518 | 1.1433 | 0.5156 | 1.1433 | 1.0693 |
311
+ | 0.3547 | 9.1228 | 520 | 1.0285 | 0.5512 | 1.0285 | 1.0142 |
312
+ | 0.3547 | 9.1579 | 522 | 0.9144 | 0.5760 | 0.9144 | 0.9562 |
313
+ | 0.3547 | 9.1930 | 524 | 0.8715 | 0.5984 | 0.8715 | 0.9335 |
314
+ | 0.3547 | 9.2281 | 526 | 0.8696 | 0.6047 | 0.8696 | 0.9325 |
315
+ | 0.3547 | 9.2632 | 528 | 0.8335 | 0.5846 | 0.8335 | 0.9129 |
316
+ | 0.3547 | 9.2982 | 530 | 0.8912 | 0.5909 | 0.8912 | 0.9440 |
317
+ | 0.3547 | 9.3333 | 532 | 1.0062 | 0.5426 | 1.0062 | 1.0031 |
318
+ | 0.3547 | 9.3684 | 534 | 1.0414 | 0.5625 | 1.0414 | 1.0205 |
319
+ | 0.3547 | 9.4035 | 536 | 1.0765 | 0.5323 | 1.0765 | 1.0375 |
320
+ | 0.3547 | 9.4386 | 538 | 1.0830 | 0.4915 | 1.0830 | 1.0407 |
321
+ | 0.3547 | 9.4737 | 540 | 1.0347 | 0.4915 | 1.0347 | 1.0172 |
322
+ | 0.3547 | 9.5088 | 542 | 0.9971 | 0.5042 | 0.9971 | 0.9986 |
323
+ | 0.3547 | 9.5439 | 544 | 1.0032 | 0.5781 | 1.0032 | 1.0016 |
324
+ | 0.3547 | 9.5789 | 546 | 1.0950 | 0.5606 | 1.0950 | 1.0464 |
325
+ | 0.3547 | 9.6140 | 548 | 1.0769 | 0.5606 | 1.0769 | 1.0377 |
326
+ | 0.3547 | 9.6491 | 550 | 1.1818 | 0.5522 | 1.1818 | 1.0871 |
327
+ | 0.3547 | 9.6842 | 552 | 1.1955 | 0.5481 | 1.1955 | 1.0934 |
328
+ | 0.3547 | 9.7193 | 554 | 1.0661 | 0.5606 | 1.0661 | 1.0325 |
329
+ | 0.3547 | 9.7544 | 556 | 0.9301 | 0.6522 | 0.9301 | 0.9644 |
330
+ | 0.3547 | 9.7895 | 558 | 0.8803 | 0.6569 | 0.8803 | 0.9383 |
331
+ | 0.3547 | 9.8246 | 560 | 0.8045 | 0.6815 | 0.8045 | 0.8969 |
332
+ | 0.3547 | 9.8596 | 562 | 0.8164 | 0.6667 | 0.8164 | 0.9036 |
333
+ | 0.3547 | 9.8947 | 564 | 0.8642 | 0.6412 | 0.8642 | 0.9297 |
334
+ | 0.3547 | 9.9298 | 566 | 0.8863 | 0.6412 | 0.8863 | 0.9415 |
335
+ | 0.3547 | 9.9649 | 568 | 0.8773 | 0.6462 | 0.8773 | 0.9367 |
336
+ | 0.3547 | 10.0 | 570 | 0.8934 | 0.6406 | 0.8934 | 0.9452 |
337
+ | 0.3547 | 10.0351 | 572 | 0.8828 | 0.592 | 0.8828 | 0.9396 |
338
+ | 0.3547 | 10.0702 | 574 | 0.8484 | 0.5873 | 0.8484 | 0.9211 |
339
+ | 0.3547 | 10.1053 | 576 | 0.7919 | 0.6667 | 0.7919 | 0.8899 |
340
+ | 0.3547 | 10.1404 | 578 | 0.9706 | 0.6222 | 0.9706 | 0.9852 |
341
+ | 0.3547 | 10.1754 | 580 | 1.0974 | 0.5564 | 1.0974 | 1.0476 |
342
+ | 0.3547 | 10.2105 | 582 | 1.1086 | 0.5564 | 1.1086 | 1.0529 |
343
+ | 0.3547 | 10.2456 | 584 | 1.0545 | 0.5564 | 1.0545 | 1.0269 |
344
+ | 0.3547 | 10.2807 | 586 | 0.9466 | 0.6418 | 0.9466 | 0.9729 |
345
+ | 0.3547 | 10.3158 | 588 | 0.9231 | 0.6617 | 0.9231 | 0.9608 |
346
+ | 0.3547 | 10.3509 | 590 | 0.9895 | 0.6 | 0.9895 | 0.9947 |
347
+ | 0.3547 | 10.3860 | 592 | 1.0792 | 0.5802 | 1.0792 | 1.0389 |
348
+ | 0.3547 | 10.4211 | 594 | 1.1116 | 0.5802 | 1.1116 | 1.0543 |
349
+ | 0.3547 | 10.4561 | 596 | 1.0388 | 0.5802 | 1.0388 | 1.0192 |
350
+ | 0.3547 | 10.4912 | 598 | 0.9364 | 0.5802 | 0.9364 | 0.9677 |
351
+ | 0.3547 | 10.5263 | 600 | 0.9411 | 0.5802 | 0.9411 | 0.9701 |
352
+ | 0.3547 | 10.5614 | 602 | 1.0268 | 0.5625 | 1.0268 | 1.0133 |
353
+ | 0.3547 | 10.5965 | 604 | 1.0663 | 0.5625 | 1.0663 | 1.0326 |
354
+ | 0.3547 | 10.6316 | 606 | 1.0092 | 0.5397 | 1.0092 | 1.0046 |
355
+ | 0.3547 | 10.6667 | 608 | 0.9681 | 0.5806 | 0.9681 | 0.9839 |
356
+ | 0.3547 | 10.7018 | 610 | 0.9170 | 0.5854 | 0.9170 | 0.9576 |
357
+ | 0.3547 | 10.7368 | 612 | 0.8757 | 0.5645 | 0.8757 | 0.9358 |
358
+ | 0.3547 | 10.7719 | 614 | 0.9050 | 0.5397 | 0.9050 | 0.9513 |
359
+ | 0.3547 | 10.8070 | 616 | 0.9176 | 0.5397 | 0.9176 | 0.9579 |
360
+ | 0.3547 | 10.8421 | 618 | 0.9626 | 0.5397 | 0.9626 | 0.9811 |
361
+ | 0.3547 | 10.8772 | 620 | 1.0371 | 0.5354 | 1.0371 | 1.0184 |
362
+ | 0.3547 | 10.9123 | 622 | 1.1894 | 0.5156 | 1.1894 | 1.0906 |
363
+ | 0.3547 | 10.9474 | 624 | 1.2793 | 0.5116 | 1.2793 | 1.1311 |
364
+ | 0.3547 | 10.9825 | 626 | 1.2197 | 0.5354 | 1.2197 | 1.1044 |
365
+ | 0.3547 | 11.0175 | 628 | 1.1176 | 0.5238 | 1.1176 | 1.0572 |
366
+ | 0.3547 | 11.0526 | 630 | 0.9964 | 0.5397 | 0.9964 | 0.9982 |
367
+ | 0.3547 | 11.0877 | 632 | 0.9511 | 0.5669 | 0.9511 | 0.9752 |
368
+ | 0.3547 | 11.1228 | 634 | 0.9748 | 0.5512 | 0.9748 | 0.9873 |
369
+ | 0.3547 | 11.1579 | 636 | 1.0520 | 0.5354 | 1.0520 | 1.0257 |
370
+ | 0.3547 | 11.1930 | 638 | 1.0351 | 0.5344 | 1.0351 | 1.0174 |
371
+ | 0.3547 | 11.2281 | 640 | 0.9591 | 0.6165 | 0.9591 | 0.9793 |
372
+ | 0.3547 | 11.2632 | 642 | 0.8755 | 0.6418 | 0.8755 | 0.9357 |
373
+ | 0.3547 | 11.2982 | 644 | 0.8626 | 0.6418 | 0.8626 | 0.9288 |
374
+ | 0.3547 | 11.3333 | 646 | 0.9264 | 0.5625 | 0.9264 | 0.9625 |
375
+ | 0.3547 | 11.3684 | 648 | 1.0586 | 0.5354 | 1.0586 | 1.0289 |
376
+ | 0.3547 | 11.4035 | 650 | 1.1510 | 0.5354 | 1.1510 | 1.0729 |
377
+ | 0.3547 | 11.4386 | 652 | 1.1381 | 0.5354 | 1.1381 | 1.0668 |
378
+ | 0.3547 | 11.4737 | 654 | 1.1272 | 0.5354 | 1.1272 | 1.0617 |
379
+ | 0.3547 | 11.5088 | 656 | 1.1032 | 0.5238 | 1.1032 | 1.0503 |
380
+ | 0.3547 | 11.5439 | 658 | 1.1133 | 0.5238 | 1.1133 | 1.0552 |
381
+ | 0.3547 | 11.5789 | 660 | 1.1077 | 0.5238 | 1.1077 | 1.0525 |
382
+ | 0.3547 | 11.6140 | 662 | 1.0613 | 0.5238 | 1.0613 | 1.0302 |
383
+ | 0.3547 | 11.6491 | 664 | 1.0637 | 0.5238 | 1.0637 | 1.0313 |
384
 
385
 
386
  ### Framework versions