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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k7_task5_organization

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Training in progress, step 500

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  1. README.md +261 -265
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k7_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k7_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: 1.4734
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- - Qwk: 0.2065
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- - Mse: 1.4734
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- - Rmse: 1.2138
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  ## Model description
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@@ -49,265 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.1176 | 2 | 4.0140 | -0.0174 | 4.0140 | 2.0035 |
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- | No log | 0.2353 | 4 | 2.6063 | -0.0926 | 2.6063 | 1.6144 |
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- | No log | 0.3529 | 6 | 1.5650 | -0.0684 | 1.5650 | 1.2510 |
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- | No log | 0.4706 | 8 | 1.1358 | 0.1160 | 1.1358 | 1.0658 |
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- | No log | 0.5882 | 10 | 1.0366 | 0.2541 | 1.0366 | 1.0181 |
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- | No log | 0.7059 | 12 | 1.1396 | 0.2515 | 1.1396 | 1.0675 |
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- | No log | 0.8235 | 14 | 1.1764 | 0.1240 | 1.1764 | 1.0846 |
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- | No log | 0.9412 | 16 | 1.1849 | 0.1148 | 1.1849 | 1.0885 |
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- | No log | 1.0588 | 18 | 1.0913 | 0.2243 | 1.0913 | 1.0447 |
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- | No log | 1.1765 | 20 | 1.0292 | 0.1799 | 1.0292 | 1.0145 |
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- | No log | 1.2941 | 22 | 1.1401 | 0.1755 | 1.1401 | 1.0678 |
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- | No log | 1.4118 | 24 | 1.3986 | -0.1078 | 1.3986 | 1.1826 |
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- | No log | 1.5294 | 26 | 1.4496 | 0.0 | 1.4496 | 1.2040 |
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- | No log | 1.6471 | 28 | 1.2535 | 0.0380 | 1.2535 | 1.1196 |
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- | No log | 1.7647 | 30 | 1.2141 | 0.0996 | 1.2141 | 1.1019 |
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- | No log | 1.8824 | 32 | 1.1102 | 0.2221 | 1.1102 | 1.0536 |
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- | No log | 2.0 | 34 | 1.0261 | 0.2692 | 1.0261 | 1.0130 |
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- | No log | 2.1176 | 36 | 1.0550 | 0.2569 | 1.0550 | 1.0271 |
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- | No log | 2.2353 | 38 | 1.0972 | 0.1545 | 1.0972 | 1.0475 |
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- | No log | 2.3529 | 40 | 1.0478 | 0.2314 | 1.0478 | 1.0236 |
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- | No log | 2.4706 | 42 | 1.0741 | 0.1981 | 1.0741 | 1.0364 |
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- | No log | 2.5882 | 44 | 1.0318 | 0.2492 | 1.0318 | 1.0158 |
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- | No log | 2.7059 | 46 | 1.0765 | 0.1601 | 1.0765 | 1.0376 |
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- | No log | 2.8235 | 48 | 1.5068 | 0.1081 | 1.5068 | 1.2275 |
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- | No log | 2.9412 | 50 | 1.6388 | 0.0673 | 1.6388 | 1.2801 |
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- | No log | 3.0588 | 52 | 1.4641 | 0.1230 | 1.4641 | 1.2100 |
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- | No log | 3.1765 | 54 | 1.1123 | 0.1830 | 1.1123 | 1.0546 |
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- | No log | 3.2941 | 56 | 1.0416 | 0.3134 | 1.0416 | 1.0206 |
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- | No log | 3.4118 | 58 | 1.0282 | 0.3011 | 1.0282 | 1.0140 |
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- | No log | 3.5294 | 60 | 1.1434 | 0.1530 | 1.1434 | 1.0693 |
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- | No log | 3.6471 | 62 | 1.7029 | -0.1001 | 1.7029 | 1.3049 |
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- | No log | 3.7647 | 64 | 1.8308 | -0.1806 | 1.8308 | 1.3531 |
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- | No log | 3.8824 | 66 | 1.6226 | -0.2240 | 1.6226 | 1.2738 |
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- | No log | 4.0 | 68 | 1.2734 | 0.0169 | 1.2734 | 1.1285 |
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- | No log | 4.1176 | 70 | 0.9953 | 0.2547 | 0.9953 | 0.9977 |
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- | No log | 4.2353 | 72 | 0.9919 | 0.1734 | 0.9919 | 0.9959 |
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- | No log | 4.3529 | 74 | 1.1816 | 0.1707 | 1.1816 | 1.0870 |
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- | No log | 4.4706 | 76 | 1.6375 | -0.1434 | 1.6375 | 1.2797 |
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- | No log | 4.5882 | 78 | 1.6639 | -0.0513 | 1.6639 | 1.2899 |
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- | No log | 4.7059 | 80 | 1.5073 | 0.1292 | 1.5073 | 1.2277 |
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- | No log | 4.8235 | 82 | 1.5056 | 0.1477 | 1.5056 | 1.2270 |
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- | No log | 4.9412 | 84 | 1.6459 | 0.1537 | 1.6459 | 1.2829 |
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- | No log | 5.0588 | 86 | 1.8272 | 0.1379 | 1.8272 | 1.3517 |
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- | No log | 5.1765 | 88 | 1.8576 | 0.1367 | 1.8576 | 1.3629 |
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- | No log | 5.2941 | 90 | 1.6237 | 0.2163 | 1.6237 | 1.2743 |
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- | No log | 5.4118 | 92 | 1.5985 | 0.2026 | 1.5985 | 1.2643 |
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- | No log | 5.5294 | 94 | 1.7969 | 0.1771 | 1.7969 | 1.3405 |
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- | No log | 5.6471 | 96 | 1.9635 | -0.0200 | 1.9635 | 1.4013 |
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- | No log | 5.7647 | 98 | 1.9162 | -0.0766 | 1.9162 | 1.3843 |
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- | No log | 5.8824 | 100 | 1.7822 | 0.0357 | 1.7822 | 1.3350 |
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- | No log | 6.0 | 102 | 1.6227 | 0.1656 | 1.6227 | 1.2739 |
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- | No log | 6.1176 | 104 | 1.6403 | 0.0969 | 1.6403 | 1.2807 |
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- | No log | 6.2353 | 106 | 1.7658 | -0.0009 | 1.7658 | 1.3288 |
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- | No log | 6.3529 | 108 | 1.7952 | 0.0181 | 1.7952 | 1.3398 |
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- | No log | 6.4706 | 110 | 1.7832 | 0.0749 | 1.7832 | 1.3354 |
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- | No log | 6.5882 | 112 | 1.7027 | 0.0749 | 1.7027 | 1.3049 |
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- | No log | 6.7059 | 114 | 1.6791 | 0.0749 | 1.6791 | 1.2958 |
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- | No log | 6.8235 | 116 | 1.5692 | 0.1193 | 1.5692 | 1.2527 |
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- | No log | 6.9412 | 118 | 1.5476 | 0.0760 | 1.5476 | 1.2440 |
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- | No log | 7.0588 | 120 | 1.4455 | 0.1255 | 1.4455 | 1.2023 |
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- | No log | 7.1765 | 122 | 1.4469 | 0.0907 | 1.4469 | 1.2029 |
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- | No log | 7.2941 | 124 | 1.6220 | 0.1323 | 1.6220 | 1.2736 |
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- | No log | 7.4118 | 126 | 1.6811 | 0.0829 | 1.6811 | 1.2966 |
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- | No log | 7.5294 | 128 | 1.5360 | 0.2016 | 1.5360 | 1.2393 |
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- | No log | 7.6471 | 130 | 1.1755 | 0.2707 | 1.1755 | 1.0842 |
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- | No log | 7.7647 | 132 | 1.1193 | 0.2906 | 1.1193 | 1.0580 |
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- | No log | 7.8824 | 134 | 1.3122 | 0.2367 | 1.3122 | 1.1455 |
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- | No log | 8.0 | 136 | 1.5356 | 0.2006 | 1.5356 | 1.2392 |
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- | No log | 8.1176 | 138 | 1.4861 | 0.2317 | 1.4861 | 1.2191 |
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- | No log | 8.2353 | 140 | 1.3650 | 0.2424 | 1.3650 | 1.1683 |
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- | No log | 8.3529 | 142 | 1.5130 | 0.2058 | 1.5130 | 1.2300 |
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- | No log | 8.4706 | 144 | 1.5120 | 0.2270 | 1.5120 | 1.2296 |
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- | No log | 8.5882 | 146 | 1.3173 | 0.1562 | 1.3173 | 1.1477 |
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- | No log | 8.7059 | 148 | 1.3333 | 0.1486 | 1.3333 | 1.1547 |
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- | No log | 8.8235 | 150 | 1.4492 | 0.1814 | 1.4492 | 1.2038 |
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- | No log | 8.9412 | 152 | 1.5059 | 0.2292 | 1.5059 | 1.2272 |
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- | No log | 9.0588 | 154 | 1.3440 | 0.1486 | 1.3440 | 1.1593 |
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- | No log | 9.1765 | 156 | 1.1985 | 0.0931 | 1.1985 | 1.0947 |
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- | No log | 9.2941 | 158 | 1.1849 | 0.0931 | 1.1849 | 1.0885 |
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- | No log | 9.4118 | 160 | 1.2937 | 0.1486 | 1.2937 | 1.1374 |
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- | No log | 9.5294 | 162 | 1.5250 | 0.1955 | 1.5250 | 1.2349 |
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- | No log | 9.6471 | 164 | 1.4195 | 0.2342 | 1.4195 | 1.1914 |
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- | No log | 9.7647 | 166 | 1.1947 | 0.1628 | 1.1947 | 1.0930 |
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- | No log | 9.8824 | 168 | 1.1256 | 0.1649 | 1.1256 | 1.0609 |
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- | No log | 10.0 | 170 | 1.1594 | 0.1202 | 1.1594 | 1.0768 |
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- | No log | 10.1176 | 172 | 1.1977 | 0.1202 | 1.1977 | 1.0944 |
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- | No log | 10.2353 | 174 | 1.5277 | 0.2110 | 1.5277 | 1.2360 |
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- | No log | 10.3529 | 176 | 1.6103 | 0.1688 | 1.6103 | 1.2690 |
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- | No log | 10.4706 | 178 | 1.4096 | 0.1630 | 1.4096 | 1.1873 |
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- | No log | 10.5882 | 180 | 1.2378 | 0.1579 | 1.2378 | 1.1125 |
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- | No log | 10.7059 | 182 | 1.2841 | 0.1228 | 1.2841 | 1.1332 |
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- | No log | 10.8235 | 184 | 1.5002 | 0.2391 | 1.5002 | 1.2248 |
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- | No log | 10.9412 | 186 | 1.5148 | 0.2694 | 1.5148 | 1.2308 |
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- | No log | 11.0588 | 188 | 1.4167 | 0.2062 | 1.4167 | 1.1903 |
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- | No log | 11.1765 | 190 | 1.2273 | 0.0781 | 1.2273 | 1.1078 |
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- | No log | 11.2941 | 192 | 1.1716 | 0.0401 | 1.1716 | 1.0824 |
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- | No log | 11.4118 | 194 | 1.2245 | 0.0401 | 1.2245 | 1.1066 |
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- | No log | 11.5294 | 196 | 1.3162 | 0.1052 | 1.3162 | 1.1473 |
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- | No log | 11.6471 | 198 | 1.4591 | 0.1832 | 1.4591 | 1.2079 |
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- | No log | 11.7647 | 200 | 1.6596 | 0.1635 | 1.6596 | 1.2883 |
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- | No log | 11.8824 | 202 | 1.6712 | 0.1548 | 1.6712 | 1.2928 |
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- | No log | 12.0 | 204 | 1.6924 | 0.0807 | 1.6924 | 1.3009 |
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- | No log | 12.1176 | 206 | 1.7814 | 0.1075 | 1.7814 | 1.3347 |
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- | No log | 12.2353 | 208 | 1.6641 | 0.1729 | 1.6641 | 1.2900 |
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- | No log | 12.3529 | 210 | 1.4408 | 0.1310 | 1.4408 | 1.2003 |
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- | No log | 12.4706 | 212 | 1.2953 | 0.1052 | 1.2953 | 1.1381 |
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- | No log | 12.5882 | 214 | 1.2198 | 0.0556 | 1.2198 | 1.1044 |
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- | No log | 12.7059 | 216 | 1.3044 | 0.1407 | 1.3044 | 1.1421 |
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- | No log | 12.8235 | 218 | 1.4774 | 0.1769 | 1.4774 | 1.2155 |
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- | No log | 12.9412 | 220 | 1.6679 | 0.1607 | 1.6679 | 1.2915 |
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- | No log | 13.0588 | 222 | 1.7198 | 0.2005 | 1.7198 | 1.3114 |
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- | No log | 13.1765 | 224 | 1.6053 | 0.1769 | 1.6053 | 1.2670 |
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- | No log | 13.2941 | 226 | 1.4124 | 0.1562 | 1.4124 | 1.1884 |
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- | No log | 13.4118 | 228 | 1.3236 | 0.1202 | 1.3236 | 1.1505 |
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- | No log | 13.5294 | 230 | 1.3918 | 0.2015 | 1.3918 | 1.1798 |
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- | No log | 13.6471 | 232 | 1.4253 | 0.1703 | 1.4253 | 1.1939 |
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- | No log | 13.7647 | 234 | 1.4744 | 0.1832 | 1.4744 | 1.2143 |
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- | No log | 13.8824 | 236 | 1.3728 | 0.1703 | 1.3728 | 1.1717 |
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- | No log | 14.0 | 238 | 1.3449 | 0.2062 | 1.3449 | 1.1597 |
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- | No log | 14.1176 | 240 | 1.2908 | 0.1835 | 1.2908 | 1.1361 |
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- | No log | 14.2353 | 242 | 1.3601 | 0.2004 | 1.3601 | 1.1662 |
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- | No log | 14.3529 | 244 | 1.5127 | 0.1892 | 1.5127 | 1.2299 |
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- | No log | 14.4706 | 246 | 1.6054 | 0.2270 | 1.6054 | 1.2670 |
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- | No log | 14.5882 | 248 | 1.5364 | 0.1462 | 1.5364 | 1.2395 |
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- | No log | 14.7059 | 250 | 1.4040 | 0.1228 | 1.4040 | 1.1849 |
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- | No log | 14.8235 | 252 | 1.2662 | 0.0556 | 1.2662 | 1.1253 |
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- | No log | 14.9412 | 254 | 1.2122 | 0.0710 | 1.2122 | 1.1010 |
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- | No log | 15.0588 | 256 | 1.2541 | 0.0556 | 1.2541 | 1.1199 |
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- | No log | 15.1765 | 258 | 1.3786 | 0.1052 | 1.3786 | 1.1741 |
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- | No log | 15.2941 | 260 | 1.4021 | 0.0510 | 1.4021 | 1.1841 |
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- | No log | 15.4118 | 262 | 1.4100 | 0.1142 | 1.4100 | 1.1874 |
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- | No log | 15.5294 | 264 | 1.5296 | 0.1943 | 1.5296 | 1.2368 |
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- | No log | 15.6471 | 266 | 1.5267 | 0.2482 | 1.5267 | 1.2356 |
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- | No log | 15.7647 | 268 | 1.6006 | 0.1955 | 1.6006 | 1.2651 |
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- | No log | 15.8824 | 270 | 1.7941 | 0.1014 | 1.7941 | 1.3394 |
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- | No log | 16.0 | 272 | 1.8000 | 0.1007 | 1.8000 | 1.3416 |
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- | No log | 16.1176 | 274 | 1.5887 | 0.1388 | 1.5887 | 1.2604 |
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- | No log | 16.2353 | 276 | 1.4149 | 0.0510 | 1.4149 | 1.1895 |
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- | No log | 16.3529 | 278 | 1.3503 | 0.0278 | 1.3503 | 1.1620 |
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- | No log | 16.4706 | 280 | 1.2619 | 0.0401 | 1.2619 | 1.1233 |
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- | No log | 16.5882 | 282 | 1.2696 | 0.0401 | 1.2696 | 1.1268 |
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- | No log | 16.7059 | 284 | 1.3863 | 0.1052 | 1.3863 | 1.1774 |
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- | No log | 16.8235 | 286 | 1.6270 | 0.2437 | 1.6270 | 1.2756 |
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- | No log | 16.9412 | 288 | 1.7392 | 0.1911 | 1.7392 | 1.3188 |
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- | No log | 17.0588 | 290 | 1.6920 | 0.2006 | 1.6920 | 1.3008 |
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- | No log | 17.1765 | 292 | 1.5862 | 0.2110 | 1.5862 | 1.2594 |
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- | No log | 17.2941 | 294 | 1.5000 | 0.2474 | 1.5000 | 1.2247 |
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- | No log | 17.4118 | 296 | 1.3228 | 0.0401 | 1.3228 | 1.1501 |
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- | No log | 17.5294 | 298 | 1.2877 | 0.0 | 1.2877 | 1.1348 |
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- | No log | 17.6471 | 300 | 1.2865 | 0.0 | 1.2865 | 1.1342 |
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- | No log | 17.7647 | 302 | 1.2620 | 0.0 | 1.2620 | 1.1234 |
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- | No log | 17.8824 | 304 | 1.2934 | 0.0 | 1.2934 | 1.1373 |
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- | No log | 18.0 | 306 | 1.4072 | 0.1052 | 1.4072 | 1.1863 |
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- | No log | 18.1176 | 308 | 1.5751 | 0.2611 | 1.5751 | 1.2550 |
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- | No log | 18.2353 | 310 | 1.6466 | 0.1752 | 1.6466 | 1.2832 |
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- | No log | 18.3529 | 312 | 1.7940 | 0.1323 | 1.7940 | 1.3394 |
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- | No log | 18.4706 | 314 | 1.7053 | 0.1264 | 1.7053 | 1.3059 |
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- | No log | 18.5882 | 316 | 1.4496 | 0.1703 | 1.4496 | 1.2040 |
210
- | No log | 18.7059 | 318 | 1.3107 | 0.1170 | 1.3107 | 1.1448 |
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- | No log | 18.8235 | 320 | 1.3702 | 0.0878 | 1.3702 | 1.1705 |
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- | No log | 18.9412 | 322 | 1.4271 | 0.0781 | 1.4271 | 1.1946 |
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- | No log | 19.0588 | 324 | 1.4492 | 0.0401 | 1.4492 | 1.2038 |
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- | No log | 19.1765 | 326 | 1.4239 | 0.0401 | 1.4239 | 1.1933 |
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- | No log | 19.2941 | 328 | 1.4475 | 0.1407 | 1.4475 | 1.2031 |
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- | No log | 19.4118 | 330 | 1.5824 | 0.1814 | 1.5824 | 1.2579 |
217
- | No log | 19.5294 | 332 | 1.5860 | 0.1814 | 1.5860 | 1.2594 |
218
- | No log | 19.6471 | 334 | 1.5732 | 0.1814 | 1.5732 | 1.2543 |
219
- | No log | 19.7647 | 336 | 1.5599 | 0.1562 | 1.5599 | 1.2489 |
220
- | No log | 19.8824 | 338 | 1.4533 | 0.0878 | 1.4533 | 1.2055 |
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- | No log | 20.0 | 340 | 1.3633 | 0.0510 | 1.3633 | 1.1676 |
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- | No log | 20.1176 | 342 | 1.3053 | 0.0401 | 1.3053 | 1.1425 |
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- | No log | 20.2353 | 344 | 1.3678 | 0.1052 | 1.3678 | 1.1695 |
224
- | No log | 20.3529 | 346 | 1.4123 | 0.2424 | 1.4123 | 1.1884 |
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- | No log | 20.4706 | 348 | 1.4816 | 0.3006 | 1.4816 | 1.2172 |
226
- | No log | 20.5882 | 350 | 1.4907 | 0.2874 | 1.4907 | 1.2210 |
227
- | No log | 20.7059 | 352 | 1.5295 | 0.2906 | 1.5295 | 1.2367 |
228
- | No log | 20.8235 | 354 | 1.5200 | 0.2874 | 1.5200 | 1.2329 |
229
- | No log | 20.9412 | 356 | 1.6305 | 0.2419 | 1.6305 | 1.2769 |
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- | No log | 21.0588 | 358 | 1.6758 | 0.2098 | 1.6758 | 1.2945 |
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- | No log | 21.1765 | 360 | 1.6621 | 0.2053 | 1.6621 | 1.2892 |
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- | No log | 21.2941 | 362 | 1.5454 | 0.2874 | 1.5454 | 1.2431 |
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- | No log | 21.4118 | 364 | 1.3826 | 0.2771 | 1.3826 | 1.1758 |
234
- | No log | 21.5294 | 366 | 1.4258 | 0.2597 | 1.4258 | 1.1941 |
235
- | No log | 21.6471 | 368 | 1.4183 | 0.2771 | 1.4183 | 1.1909 |
236
- | No log | 21.7647 | 370 | 1.5807 | 0.2566 | 1.5807 | 1.2573 |
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- | No log | 21.8824 | 372 | 1.5893 | 0.2566 | 1.5893 | 1.2607 |
238
- | No log | 22.0 | 374 | 1.5007 | 0.2474 | 1.5007 | 1.2250 |
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- | No log | 22.1176 | 376 | 1.5438 | 0.2474 | 1.5438 | 1.2425 |
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- | No log | 22.2353 | 378 | 1.5852 | 0.2126 | 1.5852 | 1.2591 |
241
- | No log | 22.3529 | 380 | 1.5240 | 0.0781 | 1.5240 | 1.2345 |
242
- | No log | 22.4706 | 382 | 1.4469 | 0.0401 | 1.4469 | 1.2029 |
243
- | No log | 22.5882 | 384 | 1.4180 | 0.0401 | 1.4180 | 1.1908 |
244
- | No log | 22.7059 | 386 | 1.4520 | 0.0401 | 1.4520 | 1.2050 |
245
- | No log | 22.8235 | 388 | 1.6089 | 0.1486 | 1.6089 | 1.2684 |
246
- | No log | 22.9412 | 390 | 1.8202 | 0.2606 | 1.8202 | 1.3492 |
247
- | No log | 23.0588 | 392 | 1.9176 | 0.1368 | 1.9176 | 1.3848 |
248
- | No log | 23.1765 | 394 | 1.8483 | 0.1964 | 1.8483 | 1.3595 |
249
- | No log | 23.2941 | 396 | 1.6247 | 0.2653 | 1.6247 | 1.2746 |
250
- | No log | 23.4118 | 398 | 1.5139 | 0.2424 | 1.5139 | 1.2304 |
251
- | No log | 23.5294 | 400 | 1.5392 | 0.2372 | 1.5392 | 1.2407 |
252
- | No log | 23.6471 | 402 | 1.5859 | 0.2474 | 1.5859 | 1.2593 |
253
- | No log | 23.7647 | 404 | 1.6157 | 0.2653 | 1.6157 | 1.2711 |
254
- | No log | 23.8824 | 406 | 1.7315 | 0.2406 | 1.7315 | 1.3159 |
255
- | No log | 24.0 | 408 | 1.7112 | 0.2940 | 1.7112 | 1.3081 |
256
- | No log | 24.1176 | 410 | 1.6158 | 0.2184 | 1.6158 | 1.2711 |
257
- | No log | 24.2353 | 412 | 1.4773 | 0.0401 | 1.4773 | 1.2155 |
258
- | No log | 24.3529 | 414 | 1.4012 | 0.0 | 1.4012 | 1.1837 |
259
- | No log | 24.4706 | 416 | 1.3959 | 0.0 | 1.3959 | 1.1815 |
260
- | No log | 24.5882 | 418 | 1.4686 | 0.0401 | 1.4686 | 1.2118 |
261
- | No log | 24.7059 | 420 | 1.6074 | 0.0878 | 1.6074 | 1.2678 |
262
- | No log | 24.8235 | 422 | 1.7418 | 0.2184 | 1.7418 | 1.3198 |
263
- | No log | 24.9412 | 424 | 1.8419 | 0.2653 | 1.8419 | 1.3572 |
264
- | No log | 25.0588 | 426 | 1.8513 | 0.2110 | 1.8513 | 1.3606 |
265
- | No log | 25.1765 | 428 | 1.7678 | 0.2940 | 1.7678 | 1.3296 |
266
- | No log | 25.2941 | 430 | 1.6106 | 0.2869 | 1.6106 | 1.2691 |
267
- | No log | 25.4118 | 432 | 1.4508 | 0.2709 | 1.4508 | 1.2045 |
268
- | No log | 25.5294 | 434 | 1.4537 | 0.2065 | 1.4537 | 1.2057 |
269
- | No log | 25.6471 | 436 | 1.5297 | 0.2126 | 1.5297 | 1.2368 |
270
- | No log | 25.7647 | 438 | 1.6356 | 0.1601 | 1.6356 | 1.2789 |
271
- | No log | 25.8824 | 440 | 1.6588 | 0.1892 | 1.6588 | 1.2880 |
272
- | No log | 26.0 | 442 | 1.6103 | 0.2292 | 1.6103 | 1.2690 |
273
- | No log | 26.1176 | 444 | 1.4513 | 0.2372 | 1.4513 | 1.2047 |
274
- | No log | 26.2353 | 446 | 1.2955 | 0.1744 | 1.2955 | 1.1382 |
275
- | No log | 26.3529 | 448 | 1.3474 | 0.2065 | 1.3474 | 1.1608 |
276
- | No log | 26.4706 | 450 | 1.4748 | 0.2372 | 1.4748 | 1.2144 |
277
- | No log | 26.5882 | 452 | 1.6449 | 0.2170 | 1.6449 | 1.2826 |
278
- | No log | 26.7059 | 454 | 1.8244 | 0.1407 | 1.8244 | 1.3507 |
279
- | No log | 26.8235 | 456 | 1.9261 | 0.1505 | 1.9261 | 1.3879 |
280
- | No log | 26.9412 | 458 | 1.9391 | 0.1787 | 1.9391 | 1.3925 |
281
- | No log | 27.0588 | 460 | 1.8397 | 0.1688 | 1.8397 | 1.3563 |
282
- | No log | 27.1765 | 462 | 1.7019 | 0.2770 | 1.7019 | 1.3046 |
283
- | No log | 27.2941 | 464 | 1.5561 | 0.2752 | 1.5561 | 1.2474 |
284
- | No log | 27.4118 | 466 | 1.4763 | 0.1744 | 1.4763 | 1.2150 |
285
- | No log | 27.5294 | 468 | 1.4794 | 0.1407 | 1.4794 | 1.2163 |
286
- | No log | 27.6471 | 470 | 1.5232 | 0.0401 | 1.5232 | 1.2342 |
287
- | No log | 27.7647 | 472 | 1.5053 | 0.0401 | 1.5053 | 1.2269 |
288
- | No log | 27.8824 | 474 | 1.5137 | 0.0401 | 1.5137 | 1.2303 |
289
- | No log | 28.0 | 476 | 1.5694 | 0.1407 | 1.5694 | 1.2527 |
290
- | No log | 28.1176 | 478 | 1.5682 | 0.1407 | 1.5682 | 1.2523 |
291
- | No log | 28.2353 | 480 | 1.4955 | 0.1744 | 1.4955 | 1.2229 |
292
- | No log | 28.3529 | 482 | 1.4563 | 0.2065 | 1.4563 | 1.2068 |
293
- | No log | 28.4706 | 484 | 1.4840 | 0.2474 | 1.4840 | 1.2182 |
294
- | No log | 28.5882 | 486 | 1.5754 | 0.2474 | 1.5754 | 1.2551 |
295
- | No log | 28.7059 | 488 | 1.6940 | 0.2770 | 1.6940 | 1.3015 |
296
- | No log | 28.8235 | 490 | 1.7471 | 0.1807 | 1.7471 | 1.3218 |
297
- | No log | 28.9412 | 492 | 1.7146 | 0.2004 | 1.7146 | 1.3094 |
298
- | No log | 29.0588 | 494 | 1.6119 | 0.1880 | 1.6119 | 1.2696 |
299
- | No log | 29.1765 | 496 | 1.5100 | 0.1814 | 1.5100 | 1.2288 |
300
- | No log | 29.2941 | 498 | 1.4879 | 0.2372 | 1.4879 | 1.2198 |
301
- | 0.2664 | 29.4118 | 500 | 1.5086 | 0.2522 | 1.5086 | 1.2283 |
302
- | 0.2664 | 29.5294 | 502 | 1.5868 | 0.2940 | 1.5868 | 1.2597 |
303
- | 0.2664 | 29.6471 | 504 | 1.5945 | 0.2770 | 1.5945 | 1.2627 |
304
- | 0.2664 | 29.7647 | 506 | 1.5431 | 0.2869 | 1.5431 | 1.2422 |
305
- | 0.2664 | 29.8824 | 508 | 1.5226 | 0.2793 | 1.5226 | 1.2339 |
306
- | 0.2664 | 30.0 | 510 | 1.5125 | 0.2474 | 1.5125 | 1.2298 |
307
- | 0.2664 | 30.1176 | 512 | 1.5578 | 0.2184 | 1.5578 | 1.2481 |
308
- | 0.2664 | 30.2353 | 514 | 1.5556 | 0.1880 | 1.5556 | 1.2472 |
309
- | 0.2664 | 30.3529 | 516 | 1.5296 | 0.2126 | 1.5296 | 1.2368 |
310
- | 0.2664 | 30.4706 | 518 | 1.4734 | 0.2065 | 1.4734 | 1.2138 |
311
 
312
 
313
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k6_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k6_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: 1.4413
19
+ - Qwk: 0.1634
20
+ - Mse: 1.4413
21
+ - Rmse: 1.2006
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 4.0648 | 0.0070 | 4.0648 | 2.0161 |
53
+ | No log | 0.2667 | 4 | 2.1943 | 0.1047 | 2.1943 | 1.4813 |
54
+ | No log | 0.4 | 6 | 1.4606 | 0.0143 | 1.4606 | 1.2086 |
55
+ | No log | 0.5333 | 8 | 1.2335 | -0.0032 | 1.2335 | 1.1106 |
56
+ | No log | 0.6667 | 10 | 1.1203 | 0.1304 | 1.1203 | 1.0584 |
57
+ | No log | 0.8 | 12 | 1.1447 | 0.1944 | 1.1447 | 1.0699 |
58
+ | No log | 0.9333 | 14 | 1.1465 | 0.0761 | 1.1465 | 1.0707 |
59
+ | No log | 1.0667 | 16 | 1.1281 | 0.1062 | 1.1281 | 1.0621 |
60
+ | No log | 1.2 | 18 | 1.1256 | 0.2145 | 1.1256 | 1.0610 |
61
+ | No log | 1.3333 | 20 | 1.0531 | 0.2015 | 1.0531 | 1.0262 |
62
+ | No log | 1.4667 | 22 | 1.1027 | 0.1292 | 1.1027 | 1.0501 |
63
+ | No log | 1.6 | 24 | 1.0525 | 0.1629 | 1.0525 | 1.0259 |
64
+ | No log | 1.7333 | 26 | 1.0091 | 0.1908 | 1.0091 | 1.0046 |
65
+ | No log | 1.8667 | 28 | 1.2192 | 0.0950 | 1.2192 | 1.1042 |
66
+ | No log | 2.0 | 30 | 1.5284 | -0.0305 | 1.5284 | 1.2363 |
67
+ | No log | 2.1333 | 32 | 1.4065 | 0.0102 | 1.4065 | 1.1860 |
68
+ | No log | 2.2667 | 34 | 1.0920 | 0.0917 | 1.0920 | 1.0450 |
69
+ | No log | 2.4 | 36 | 1.2433 | 0.1199 | 1.2433 | 1.1150 |
70
+ | No log | 2.5333 | 38 | 1.6740 | -0.0939 | 1.6740 | 1.2938 |
71
+ | No log | 2.6667 | 40 | 1.7687 | -0.1658 | 1.7687 | 1.3299 |
72
+ | No log | 2.8 | 42 | 1.5873 | -0.0749 | 1.5873 | 1.2599 |
73
+ | No log | 2.9333 | 44 | 1.5556 | -0.1285 | 1.5556 | 1.2472 |
74
+ | No log | 3.0667 | 46 | 1.3672 | 0.1702 | 1.3672 | 1.1693 |
75
+ | No log | 3.2 | 48 | 1.2001 | 0.2632 | 1.2001 | 1.0955 |
76
+ | No log | 3.3333 | 50 | 1.3977 | 0.0818 | 1.3977 | 1.1823 |
77
+ | No log | 3.4667 | 52 | 1.5670 | -0.0756 | 1.5670 | 1.2518 |
78
+ | No log | 3.6 | 54 | 1.4665 | 0.1452 | 1.4665 | 1.2110 |
79
+ | No log | 3.7333 | 56 | 1.2472 | 0.2773 | 1.2472 | 1.1168 |
80
+ | No log | 3.8667 | 58 | 1.1001 | 0.1170 | 1.1001 | 1.0489 |
81
+ | No log | 4.0 | 60 | 1.0654 | 0.0886 | 1.0654 | 1.0322 |
82
+ | No log | 4.1333 | 62 | 1.1325 | 0.1233 | 1.1325 | 1.0642 |
83
+ | No log | 4.2667 | 64 | 1.3356 | 0.2728 | 1.3356 | 1.1557 |
84
+ | No log | 4.4 | 66 | 1.5044 | 0.2313 | 1.5044 | 1.2265 |
85
+ | No log | 4.5333 | 68 | 1.6028 | 0.1935 | 1.6028 | 1.2660 |
86
+ | No log | 4.6667 | 70 | 1.7481 | 0.0275 | 1.7481 | 1.3222 |
87
+ | No log | 4.8 | 72 | 1.6289 | 0.1242 | 1.6289 | 1.2763 |
88
+ | No log | 4.9333 | 74 | 1.6525 | 0.0876 | 1.6525 | 1.2855 |
89
+ | No log | 5.0667 | 76 | 1.8225 | 0.0359 | 1.8225 | 1.3500 |
90
+ | No log | 5.2 | 78 | 1.7749 | 0.0542 | 1.7749 | 1.3323 |
91
+ | No log | 5.3333 | 80 | 1.4799 | 0.2194 | 1.4799 | 1.2165 |
92
+ | No log | 5.4667 | 82 | 1.4947 | 0.2311 | 1.4947 | 1.2226 |
93
+ | No log | 5.6 | 84 | 1.8309 | -0.0145 | 1.8309 | 1.3531 |
94
+ | No log | 5.7333 | 86 | 1.8321 | -0.0653 | 1.8321 | 1.3535 |
95
+ | No log | 5.8667 | 88 | 1.4184 | 0.1054 | 1.4184 | 1.1910 |
96
+ | No log | 6.0 | 90 | 1.1325 | 0.2864 | 1.1325 | 1.0642 |
97
+ | No log | 6.1333 | 92 | 1.0947 | 0.2512 | 1.0947 | 1.0463 |
98
+ | No log | 6.2667 | 94 | 1.2938 | 0.1649 | 1.2938 | 1.1374 |
99
+ | No log | 6.4 | 96 | 1.5198 | -0.0052 | 1.5198 | 1.2328 |
100
+ | No log | 6.5333 | 98 | 1.4648 | -0.0171 | 1.4648 | 1.2103 |
101
+ | No log | 6.6667 | 100 | 1.2772 | 0.1649 | 1.2772 | 1.1301 |
102
+ | No log | 6.8 | 102 | 1.1927 | 0.2636 | 1.1927 | 1.0921 |
103
+ | No log | 6.9333 | 104 | 1.2843 | 0.1868 | 1.2843 | 1.1333 |
104
+ | No log | 7.0667 | 106 | 1.3793 | 0.0870 | 1.3793 | 1.1744 |
105
+ | No log | 7.2 | 108 | 1.4438 | 0.0483 | 1.4438 | 1.2016 |
106
+ | No log | 7.3333 | 110 | 1.2752 | 0.1986 | 1.2752 | 1.1293 |
107
+ | No log | 7.4667 | 112 | 1.1645 | 0.2105 | 1.1645 | 1.0791 |
108
+ | No log | 7.6 | 114 | 1.0062 | 0.2512 | 1.0062 | 1.0031 |
109
+ | No log | 7.7333 | 116 | 0.9886 | 0.2773 | 0.9886 | 0.9943 |
110
+ | No log | 7.8667 | 118 | 1.1602 | 0.2105 | 1.1602 | 1.0771 |
111
+ | No log | 8.0 | 120 | 1.4090 | 0.1026 | 1.4090 | 1.1870 |
112
+ | No log | 8.1333 | 122 | 1.6474 | -0.0137 | 1.6474 | 1.2835 |
113
+ | No log | 8.2667 | 124 | 1.5955 | -0.0313 | 1.5955 | 1.2631 |
114
+ | No log | 8.4 | 126 | 1.3919 | 0.1858 | 1.3919 | 1.1798 |
115
+ | No log | 8.5333 | 128 | 1.3567 | 0.2438 | 1.3567 | 1.1648 |
116
+ | No log | 8.6667 | 130 | 1.5119 | 0.2091 | 1.5119 | 1.2296 |
117
+ | No log | 8.8 | 132 | 1.5289 | 0.1971 | 1.5289 | 1.2365 |
118
+ | No log | 8.9333 | 134 | 1.3237 | 0.2528 | 1.3237 | 1.1505 |
119
+ | No log | 9.0667 | 136 | 1.1219 | 0.2167 | 1.1219 | 1.0592 |
120
+ | No log | 9.2 | 138 | 1.1876 | 0.2528 | 1.1876 | 1.0898 |
121
+ | No log | 9.3333 | 140 | 1.4345 | 0.1854 | 1.4345 | 1.1977 |
122
+ | No log | 9.4667 | 142 | 1.5098 | 0.1663 | 1.5098 | 1.2288 |
123
+ | No log | 9.6 | 144 | 1.4956 | 0.1354 | 1.4956 | 1.2229 |
124
+ | No log | 9.7333 | 146 | 1.2952 | 0.2105 | 1.2952 | 1.1381 |
125
+ | No log | 9.8667 | 148 | 1.1930 | 0.1986 | 1.1930 | 1.0923 |
126
+ | No log | 10.0 | 150 | 1.1884 | 0.2105 | 1.1884 | 1.0901 |
127
+ | No log | 10.1333 | 152 | 1.2602 | 0.2105 | 1.2602 | 1.1226 |
128
+ | No log | 10.2667 | 154 | 1.2742 | 0.2424 | 1.2742 | 1.1288 |
129
+ | No log | 10.4 | 156 | 1.3051 | 0.2857 | 1.3051 | 1.1424 |
130
+ | No log | 10.5333 | 158 | 1.3210 | 0.2857 | 1.3210 | 1.1493 |
131
+ | No log | 10.6667 | 160 | 1.3848 | 0.2730 | 1.3848 | 1.1768 |
132
+ | No log | 10.8 | 162 | 1.3725 | 0.2640 | 1.3725 | 1.1716 |
133
+ | No log | 10.9333 | 164 | 1.3730 | 0.2341 | 1.3730 | 1.1718 |
134
+ | No log | 11.0667 | 166 | 1.4788 | 0.1058 | 1.4788 | 1.2161 |
135
+ | No log | 11.2 | 168 | 1.3882 | 0.1370 | 1.3882 | 1.1782 |
136
+ | No log | 11.3333 | 170 | 1.3641 | 0.1961 | 1.3641 | 1.1679 |
137
+ | No log | 11.4667 | 172 | 1.3961 | 0.1512 | 1.3961 | 1.1816 |
138
+ | No log | 11.6 | 174 | 1.5546 | 0.0694 | 1.5546 | 1.2468 |
139
+ | No log | 11.7333 | 176 | 1.6420 | 0.1428 | 1.6420 | 1.2814 |
140
+ | No log | 11.8667 | 178 | 1.6865 | 0.1428 | 1.6865 | 1.2986 |
141
+ | No log | 12.0 | 180 | 1.5908 | 0.1222 | 1.5908 | 1.2613 |
142
+ | No log | 12.1333 | 182 | 1.4352 | 0.1886 | 1.4352 | 1.1980 |
143
+ | No log | 12.2667 | 184 | 1.3315 | 0.1202 | 1.3315 | 1.1539 |
144
+ | No log | 12.4 | 186 | 1.3558 | 0.1052 | 1.3558 | 1.1644 |
145
+ | No log | 12.5333 | 188 | 1.4045 | 0.2709 | 1.4045 | 1.1851 |
146
+ | No log | 12.6667 | 190 | 1.4973 | 0.2522 | 1.4973 | 1.2236 |
147
+ | No log | 12.8 | 192 | 1.3462 | 0.2239 | 1.3462 | 1.1603 |
148
+ | No log | 12.9333 | 194 | 1.2102 | 0.2495 | 1.2102 | 1.1001 |
149
+ | No log | 13.0667 | 196 | 1.0868 | 0.3126 | 1.0868 | 1.0425 |
150
+ | No log | 13.2 | 198 | 1.2549 | 0.2851 | 1.2549 | 1.1202 |
151
+ | No log | 13.3333 | 200 | 1.4925 | 0.2525 | 1.4925 | 1.2217 |
152
+ | No log | 13.4667 | 202 | 1.4468 | 0.1769 | 1.4468 | 1.2028 |
153
+ | No log | 13.6 | 204 | 1.3303 | 0.2203 | 1.3303 | 1.1534 |
154
+ | No log | 13.7333 | 206 | 1.2350 | 0.1622 | 1.2350 | 1.1113 |
155
+ | No log | 13.8667 | 208 | 1.2858 | 0.1622 | 1.2858 | 1.1339 |
156
+ | No log | 14.0 | 210 | 1.4297 | 0.1816 | 1.4297 | 1.1957 |
157
+ | No log | 14.1333 | 212 | 1.5152 | 0.2542 | 1.5152 | 1.2309 |
158
+ | No log | 14.2667 | 214 | 1.4592 | 0.2542 | 1.4592 | 1.2080 |
159
+ | No log | 14.4 | 216 | 1.4779 | 0.2542 | 1.4779 | 1.2157 |
160
+ | No log | 14.5333 | 218 | 1.5137 | 0.2730 | 1.5137 | 1.2303 |
161
+ | No log | 14.6667 | 220 | 1.3965 | 0.2730 | 1.3965 | 1.1817 |
162
+ | No log | 14.8 | 222 | 1.1797 | 0.1842 | 1.1797 | 1.0861 |
163
+ | No log | 14.9333 | 224 | 1.1453 | 0.1842 | 1.1453 | 1.0702 |
164
+ | No log | 15.0667 | 226 | 1.2413 | 0.1697 | 1.2413 | 1.1142 |
165
+ | No log | 15.2 | 228 | 1.3602 | 0.2592 | 1.3602 | 1.1663 |
166
+ | No log | 15.3333 | 230 | 1.5068 | 0.2568 | 1.5068 | 1.2275 |
167
+ | No log | 15.4667 | 232 | 1.5127 | 0.2568 | 1.5127 | 1.2299 |
168
+ | No log | 15.6 | 234 | 1.3875 | 0.2015 | 1.3875 | 1.1779 |
169
+ | No log | 15.7333 | 236 | 1.2705 | 0.1081 | 1.2705 | 1.1272 |
170
+ | No log | 15.8667 | 238 | 1.2317 | 0.0710 | 1.2317 | 1.1098 |
171
+ | No log | 16.0 | 240 | 1.3076 | 0.0781 | 1.3076 | 1.1435 |
172
+ | No log | 16.1333 | 242 | 1.4969 | 0.2292 | 1.4969 | 1.2235 |
173
+ | No log | 16.2667 | 244 | 1.6415 | 0.1955 | 1.6415 | 1.2812 |
174
+ | No log | 16.4 | 246 | 1.5782 | 0.1142 | 1.5782 | 1.2563 |
175
+ | No log | 16.5333 | 248 | 1.5535 | -0.0624 | 1.5535 | 1.2464 |
176
+ | No log | 16.6667 | 250 | 1.4705 | -0.0833 | 1.4705 | 1.2126 |
177
+ | No log | 16.8 | 252 | 1.3383 | -0.0464 | 1.3383 | 1.1568 |
178
+ | No log | 16.9333 | 254 | 1.2237 | 0.1500 | 1.2237 | 1.1062 |
179
+ | No log | 17.0667 | 256 | 1.1779 | 0.1141 | 1.1779 | 1.0853 |
180
+ | No log | 17.2 | 258 | 1.2758 | 0.2284 | 1.2758 | 1.1295 |
181
+ | No log | 17.3333 | 260 | 1.4936 | 0.2647 | 1.4936 | 1.2221 |
182
+ | No log | 17.4667 | 262 | 1.5999 | 0.2845 | 1.5999 | 1.2649 |
183
+ | No log | 17.6 | 264 | 1.4799 | 0.3249 | 1.4799 | 1.2165 |
184
+ | No log | 17.7333 | 266 | 1.2662 | 0.2896 | 1.2662 | 1.1253 |
185
+ | No log | 17.8667 | 268 | 1.2817 | 0.2577 | 1.2817 | 1.1321 |
186
+ | No log | 18.0 | 270 | 1.3807 | 0.2446 | 1.3807 | 1.1750 |
187
+ | No log | 18.1333 | 272 | 1.3885 | 0.2075 | 1.3885 | 1.1783 |
188
+ | No log | 18.2667 | 274 | 1.2965 | 0.1697 | 1.2965 | 1.1387 |
189
+ | No log | 18.4 | 276 | 1.2244 | 0.1842 | 1.2244 | 1.1065 |
190
+ | No log | 18.5333 | 278 | 1.2128 | 0.1842 | 1.2128 | 1.1013 |
191
+ | No log | 18.6667 | 280 | 1.3000 | 0.2577 | 1.3000 | 1.1402 |
192
+ | No log | 18.8 | 282 | 1.4449 | 0.3001 | 1.4449 | 1.2020 |
193
+ | No log | 18.9333 | 284 | 1.5527 | 0.2511 | 1.5527 | 1.2461 |
194
+ | No log | 19.0667 | 286 | 1.5266 | 0.2391 | 1.5266 | 1.2356 |
195
+ | No log | 19.2 | 288 | 1.4517 | 0.1943 | 1.4517 | 1.2049 |
196
+ | No log | 19.3333 | 290 | 1.3418 | 0.2126 | 1.3418 | 1.1584 |
197
+ | No log | 19.4667 | 292 | 1.2226 | 0.1202 | 1.2226 | 1.1057 |
198
+ | No log | 19.6 | 294 | 1.1695 | 0.1141 | 1.1695 | 1.0814 |
199
+ | No log | 19.7333 | 296 | 1.2161 | 0.1842 | 1.2161 | 1.1028 |
200
+ | No log | 19.8667 | 298 | 1.3232 | 0.2592 | 1.3232 | 1.1503 |
201
+ | No log | 20.0 | 300 | 1.3701 | 0.2455 | 1.3701 | 1.1705 |
202
+ | No log | 20.1333 | 302 | 1.3900 | 0.2455 | 1.3900 | 1.1790 |
203
+ | No log | 20.2667 | 304 | 1.3350 | 0.2284 | 1.3350 | 1.1554 |
204
+ | No log | 20.4 | 306 | 1.3223 | 0.2728 | 1.3223 | 1.1499 |
205
+ | No log | 20.5333 | 308 | 1.3468 | 0.2528 | 1.3468 | 1.1605 |
206
+ | No log | 20.6667 | 310 | 1.3934 | 0.2015 | 1.3934 | 1.1804 |
207
+ | No log | 20.8 | 312 | 1.4190 | 0.1880 | 1.4190 | 1.1912 |
208
+ | No log | 20.9333 | 314 | 1.3343 | 0.1486 | 1.3343 | 1.1551 |
209
+ | No log | 21.0667 | 316 | 1.2813 | 0.2341 | 1.2813 | 1.1319 |
210
+ | No log | 21.2 | 318 | 1.2166 | 0.2424 | 1.2166 | 1.1030 |
211
+ | No log | 21.3333 | 320 | 1.2465 | 0.2528 | 1.2465 | 1.1165 |
212
+ | No log | 21.4667 | 322 | 1.2333 | 0.2227 | 1.2333 | 1.1105 |
213
+ | No log | 21.6 | 324 | 1.2760 | 0.1838 | 1.2760 | 1.1296 |
214
+ | No log | 21.7333 | 326 | 1.3604 | 0.1880 | 1.3604 | 1.1664 |
215
+ | No log | 21.8667 | 328 | 1.4262 | 0.2184 | 1.4262 | 1.1942 |
216
+ | No log | 22.0 | 330 | 1.4660 | 0.2522 | 1.4660 | 1.2108 |
217
+ | No log | 22.1333 | 332 | 1.4499 | 0.2522 | 1.4499 | 1.2041 |
218
+ | No log | 22.2667 | 334 | 1.3936 | 0.2730 | 1.3936 | 1.1805 |
219
+ | No log | 22.4 | 336 | 1.2594 | 0.1579 | 1.2594 | 1.1222 |
220
+ | No log | 22.5333 | 338 | 1.1770 | 0.1141 | 1.1770 | 1.0849 |
221
+ | No log | 22.6667 | 340 | 1.2111 | 0.1141 | 1.2111 | 1.1005 |
222
+ | No log | 22.8 | 342 | 1.3404 | 0.1770 | 1.3404 | 1.1578 |
223
+ | No log | 22.9333 | 344 | 1.3710 | 0.1628 | 1.3710 | 1.1709 |
224
+ | No log | 23.0667 | 346 | 1.3774 | 0.1628 | 1.3774 | 1.1736 |
225
+ | No log | 23.2 | 348 | 1.2960 | 0.1473 | 1.2960 | 1.1384 |
226
+ | No log | 23.3333 | 350 | 1.2264 | 0.1351 | 1.2264 | 1.1074 |
227
+ | No log | 23.4667 | 352 | 1.1712 | 0.2528 | 1.1712 | 1.0822 |
228
+ | No log | 23.6 | 354 | 1.2160 | 0.2857 | 1.2160 | 1.1027 |
229
+ | No log | 23.7333 | 356 | 1.4321 | 0.2789 | 1.4321 | 1.1967 |
230
+ | No log | 23.8667 | 358 | 1.6484 | 0.3053 | 1.6484 | 1.2839 |
231
+ | No log | 24.0 | 360 | 1.6747 | 0.2525 | 1.6747 | 1.2941 |
232
+ | No log | 24.1333 | 362 | 1.5266 | 0.1703 | 1.5266 | 1.2356 |
233
+ | No log | 24.2667 | 364 | 1.3639 | 0.0401 | 1.3639 | 1.1679 |
234
+ | No log | 24.4 | 366 | 1.2644 | 0.0401 | 1.2644 | 1.1245 |
235
+ | No log | 24.5333 | 368 | 1.2546 | 0.0987 | 1.2546 | 1.1201 |
236
+ | No log | 24.6667 | 370 | 1.3074 | 0.0556 | 1.3074 | 1.1434 |
237
+ | No log | 24.8 | 372 | 1.3365 | 0.1697 | 1.3365 | 1.1561 |
238
+ | No log | 24.9333 | 374 | 1.3664 | 0.2089 | 1.3664 | 1.1689 |
239
+ | No log | 25.0667 | 376 | 1.4856 | 0.2588 | 1.4856 | 1.2188 |
240
+ | No log | 25.2 | 378 | 1.4945 | 0.2417 | 1.4945 | 1.2225 |
241
+ | No log | 25.3333 | 380 | 1.3950 | 0.2089 | 1.3950 | 1.1811 |
242
+ | No log | 25.4667 | 382 | 1.2882 | 0.1351 | 1.2882 | 1.1350 |
243
+ | No log | 25.6 | 384 | 1.2829 | 0.1351 | 1.2829 | 1.1326 |
244
+ | No log | 25.7333 | 386 | 1.3529 | 0.1697 | 1.3529 | 1.1631 |
245
+ | No log | 25.8667 | 388 | 1.4651 | 0.1562 | 1.4651 | 1.2104 |
246
+ | No log | 26.0 | 390 | 1.4675 | 0.1943 | 1.4675 | 1.2114 |
247
+ | No log | 26.1333 | 392 | 1.3851 | 0.2284 | 1.3851 | 1.1769 |
248
+ | No log | 26.2667 | 394 | 1.3656 | 0.1697 | 1.3656 | 1.1686 |
249
+ | No log | 26.4 | 396 | 1.2957 | 0.1351 | 1.2957 | 1.1383 |
250
+ | No log | 26.5333 | 398 | 1.2052 | 0.0987 | 1.2052 | 1.0978 |
251
+ | No log | 26.6667 | 400 | 1.1887 | 0.0556 | 1.1887 | 1.0903 |
252
+ | No log | 26.8 | 402 | 1.2503 | 0.0401 | 1.2503 | 1.1182 |
253
+ | No log | 26.9333 | 404 | 1.2669 | 0.0401 | 1.2669 | 1.1256 |
254
+ | No log | 27.0667 | 406 | 1.2113 | 0.0401 | 1.2113 | 1.1006 |
255
+ | No log | 27.2 | 408 | 1.1798 | 0.1351 | 1.1798 | 1.0862 |
256
+ | No log | 27.3333 | 410 | 1.2004 | 0.1697 | 1.2004 | 1.0956 |
257
+ | No log | 27.4667 | 412 | 1.2121 | 0.1697 | 1.2121 | 1.1010 |
258
+ | No log | 27.6 | 414 | 1.2267 | 0.1288 | 1.2267 | 1.1076 |
259
+ | No log | 27.7333 | 416 | 1.2318 | 0.1142 | 1.2318 | 1.1099 |
260
+ | No log | 27.8667 | 418 | 1.2497 | 0.1142 | 1.2497 | 1.1179 |
261
+ | No log | 28.0 | 420 | 1.2278 | 0.1697 | 1.2278 | 1.1080 |
262
+ | No log | 28.1333 | 422 | 1.2070 | 0.1351 | 1.2070 | 1.0986 |
263
+ | No log | 28.2667 | 424 | 1.2065 | 0.1351 | 1.2065 | 1.0984 |
264
+ | No log | 28.4 | 426 | 1.1924 | 0.1351 | 1.1924 | 1.0920 |
265
+ | No log | 28.5333 | 428 | 1.2705 | 0.1697 | 1.2705 | 1.1272 |
266
+ | No log | 28.6667 | 430 | 1.3346 | 0.1552 | 1.3346 | 1.1553 |
267
+ | No log | 28.8 | 432 | 1.3391 | 0.1202 | 1.3391 | 1.1572 |
268
+ | No log | 28.9333 | 434 | 1.2819 | 0.1202 | 1.2819 | 1.1322 |
269
+ | No log | 29.0667 | 436 | 1.2752 | 0.1351 | 1.2752 | 1.1292 |
270
+ | No log | 29.2 | 438 | 1.2392 | 0.1351 | 1.2392 | 1.1132 |
271
+ | No log | 29.3333 | 440 | 1.2436 | 0.1351 | 1.2436 | 1.1152 |
272
+ | No log | 29.4667 | 442 | 1.3195 | 0.1697 | 1.3195 | 1.1487 |
273
+ | No log | 29.6 | 444 | 1.4677 | 0.2730 | 1.4677 | 1.2115 |
274
+ | No log | 29.7333 | 446 | 1.6014 | 0.2611 | 1.6014 | 1.2655 |
275
+ | No log | 29.8667 | 448 | 1.6255 | 0.2611 | 1.6255 | 1.2750 |
276
+ | No log | 30.0 | 450 | 1.5790 | 0.2611 | 1.5790 | 1.2566 |
277
+ | No log | 30.1333 | 452 | 1.4803 | 0.2812 | 1.4803 | 1.2167 |
278
+ | No log | 30.2667 | 454 | 1.3390 | 0.2149 | 1.3390 | 1.1572 |
279
+ | No log | 30.4 | 456 | 1.2844 | 0.2149 | 1.2844 | 1.1333 |
280
+ | No log | 30.5333 | 458 | 1.3392 | 0.2446 | 1.3392 | 1.1572 |
281
+ | No log | 30.6667 | 460 | 1.4545 | 0.2446 | 1.4545 | 1.2060 |
282
+ | No log | 30.8 | 462 | 1.4302 | 0.1697 | 1.4302 | 1.1959 |
283
+ | No log | 30.9333 | 464 | 1.4096 | 0.1697 | 1.4096 | 1.1873 |
284
+ | No log | 31.0667 | 466 | 1.3200 | 0.1697 | 1.3200 | 1.1489 |
285
+ | No log | 31.2 | 468 | 1.2894 | 0.1697 | 1.2894 | 1.1355 |
286
+ | No log | 31.3333 | 470 | 1.2985 | 0.1697 | 1.2985 | 1.1395 |
287
+ | No log | 31.4667 | 472 | 1.3630 | 0.2495 | 1.3630 | 1.1675 |
288
+ | No log | 31.6 | 474 | 1.3646 | 0.2315 | 1.3646 | 1.1682 |
289
+ | No log | 31.7333 | 476 | 1.3713 | 0.2315 | 1.3713 | 1.1710 |
290
+ | No log | 31.8667 | 478 | 1.3042 | 0.2143 | 1.3042 | 1.1420 |
291
+ | No log | 32.0 | 480 | 1.1841 | 0.1697 | 1.1841 | 1.0882 |
292
+ | No log | 32.1333 | 482 | 1.1732 | 0.1770 | 1.1732 | 1.0831 |
293
+ | No log | 32.2667 | 484 | 1.2683 | 0.2446 | 1.2683 | 1.1262 |
294
+ | No log | 32.4 | 486 | 1.3722 | 0.2772 | 1.3722 | 1.1714 |
295
+ | No log | 32.5333 | 488 | 1.3995 | 0.2772 | 1.3995 | 1.1830 |
296
+ | No log | 32.6667 | 490 | 1.3238 | 0.2446 | 1.3238 | 1.1505 |
297
+ | No log | 32.8 | 492 | 1.2609 | 0.1697 | 1.2609 | 1.1229 |
298
+ | No log | 32.9333 | 494 | 1.2666 | 0.1697 | 1.2666 | 1.1254 |
299
+ | No log | 33.0667 | 496 | 1.3122 | 0.1770 | 1.3122 | 1.1455 |
300
+ | No log | 33.2 | 498 | 1.3368 | 0.1700 | 1.3368 | 1.1562 |
301
+ | 0.2165 | 33.3333 | 500 | 1.3092 | 0.2089 | 1.3092 | 1.1442 |
302
+ | 0.2165 | 33.4667 | 502 | 1.2497 | 0.1770 | 1.2497 | 1.1179 |
303
+ | 0.2165 | 33.6 | 504 | 1.2109 | 0.1770 | 1.2109 | 1.1004 |
304
+ | 0.2165 | 33.7333 | 506 | 1.2731 | 0.1770 | 1.2731 | 1.1283 |
305
+ | 0.2165 | 33.8667 | 508 | 1.3820 | 0.1769 | 1.3820 | 1.1756 |
306
+ | 0.2165 | 34.0 | 510 | 1.4413 | 0.1634 | 1.4413 | 1.2006 |
 
 
 
 
307
 
308
 
309
  ### Framework versions
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