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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k14_task5_organization

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Training in progress, step 500

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  1. README.md +277 -261
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k14_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k14_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: 1.0185
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- - Qwk: 0.2114
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- - Mse: 1.0185
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- - Rmse: 1.0092
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  ## Model description
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@@ -49,261 +49,277 @@ 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 | 0.0465 | 2 | 3.9142 | -0.0391 | 3.9142 | 1.9784 |
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- | No log | 0.0930 | 4 | 2.5901 | -0.0500 | 2.5901 | 1.6094 |
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- | No log | 0.1395 | 6 | 2.0345 | 0.0357 | 2.0345 | 1.4263 |
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- | No log | 0.1860 | 8 | 1.2271 | 0.1233 | 1.2271 | 1.1077 |
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- | No log | 0.2326 | 10 | 1.1341 | 0.1884 | 1.1341 | 1.0650 |
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- | No log | 0.2791 | 12 | 1.3189 | -0.0032 | 1.3189 | 1.1484 |
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- | No log | 0.3256 | 14 | 1.4516 | 0.0 | 1.4516 | 1.2048 |
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- | No log | 0.3721 | 16 | 1.2993 | 0.0349 | 1.2993 | 1.1399 |
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- | No log | 0.4186 | 18 | 1.1751 | 0.1142 | 1.1751 | 1.0840 |
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- | No log | 0.4651 | 20 | 1.2843 | 0.0496 | 1.2843 | 1.1333 |
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- | No log | 0.5116 | 22 | 1.3810 | 0.0513 | 1.3810 | 1.1752 |
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- | No log | 0.5581 | 24 | 1.2005 | 0.0613 | 1.2005 | 1.0957 |
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- | No log | 0.6047 | 26 | 1.3163 | 0.0496 | 1.3163 | 1.1473 |
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- | No log | 0.6512 | 28 | 1.4841 | 0.0380 | 1.4841 | 1.2183 |
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- | No log | 0.6977 | 30 | 1.4315 | 0.0380 | 1.4315 | 1.1965 |
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- | No log | 0.7442 | 32 | 1.3720 | 0.0380 | 1.3720 | 1.1713 |
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- | No log | 0.7907 | 34 | 1.3311 | 0.0349 | 1.3311 | 1.1537 |
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- | No log | 0.8372 | 36 | 1.2054 | -0.0461 | 1.2054 | 1.0979 |
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- | No log | 0.8837 | 38 | 1.2080 | 0.0107 | 1.2080 | 1.0991 |
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- | No log | 0.9302 | 40 | 1.3537 | 0.0380 | 1.3537 | 1.1635 |
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- | No log | 0.9767 | 42 | 1.4587 | 0.0 | 1.4587 | 1.2077 |
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- | No log | 1.0233 | 44 | 1.5326 | 0.0 | 1.5326 | 1.2380 |
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- | No log | 1.0698 | 46 | 1.5326 | 0.0380 | 1.5326 | 1.2380 |
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- | No log | 1.1163 | 48 | 1.4142 | 0.0232 | 1.4142 | 1.1892 |
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- | No log | 1.1628 | 50 | 1.3003 | -0.0096 | 1.3003 | 1.1403 |
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- | No log | 1.2093 | 52 | 1.4192 | 0.0613 | 1.4192 | 1.1913 |
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- | No log | 1.2558 | 54 | 1.3798 | 0.0021 | 1.3798 | 1.1746 |
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- | No log | 1.3023 | 56 | 1.2143 | 0.0065 | 1.2143 | 1.1020 |
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- | No log | 1.3488 | 58 | 1.2145 | 0.0065 | 1.2145 | 1.1020 |
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- | No log | 1.3953 | 60 | 1.2195 | -0.0054 | 1.2195 | 1.1043 |
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- | No log | 1.4419 | 62 | 1.1665 | 0.0033 | 1.1665 | 1.0801 |
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- | No log | 1.4884 | 64 | 1.1873 | 0.1333 | 1.1873 | 1.0896 |
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- | No log | 1.5349 | 66 | 1.2586 | 0.1285 | 1.2586 | 1.1219 |
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- | No log | 1.5814 | 68 | 1.3910 | 0.0645 | 1.3910 | 1.1794 |
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- | No log | 1.6279 | 70 | 1.4870 | 0.1556 | 1.4870 | 1.2194 |
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- | No log | 1.6744 | 72 | 1.5514 | 0.1858 | 1.5514 | 1.2456 |
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- | No log | 1.7209 | 74 | 1.5240 | 0.2148 | 1.5240 | 1.2345 |
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- | No log | 1.7674 | 76 | 1.5360 | 0.2264 | 1.5360 | 1.2394 |
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- | No log | 1.8140 | 78 | 1.5807 | 0.2029 | 1.5807 | 1.2573 |
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- | No log | 1.8605 | 80 | 1.5429 | 0.1349 | 1.5429 | 1.2421 |
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- | No log | 1.9070 | 82 | 1.5108 | 0.0757 | 1.5108 | 1.2291 |
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- | No log | 1.9535 | 84 | 1.4385 | 0.0399 | 1.4385 | 1.1994 |
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- | No log | 2.0 | 86 | 1.3418 | -0.0064 | 1.3418 | 1.1583 |
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- | No log | 2.0465 | 88 | 1.2544 | -0.0128 | 1.2544 | 1.1200 |
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- | No log | 2.0930 | 90 | 1.2383 | -0.0193 | 1.2383 | 1.1128 |
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- | No log | 2.1395 | 92 | 1.2249 | 0.0821 | 1.2249 | 1.1068 |
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- | No log | 2.1860 | 94 | 1.2184 | -0.0259 | 1.2184 | 1.1038 |
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- | No log | 2.2326 | 96 | 1.1340 | 0.1313 | 1.1340 | 1.0649 |
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- | No log | 2.2791 | 98 | 1.1088 | 0.2088 | 1.1088 | 1.0530 |
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- | No log | 2.3256 | 100 | 1.1119 | 0.1189 | 1.1119 | 1.0545 |
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- | No log | 2.3721 | 102 | 1.1853 | 0.0338 | 1.1853 | 1.0887 |
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- | No log | 2.4186 | 104 | 1.3002 | 0.0510 | 1.3002 | 1.1403 |
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- | No log | 2.4651 | 106 | 1.3251 | 0.1247 | 1.3251 | 1.1511 |
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- | No log | 2.5116 | 108 | 1.2080 | 0.1152 | 1.2080 | 1.0991 |
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- | No log | 2.5581 | 110 | 1.1966 | 0.1005 | 1.1966 | 1.0939 |
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- | No log | 2.6047 | 112 | 1.1875 | 0.1361 | 1.1875 | 1.0897 |
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- | No log | 2.6512 | 114 | 1.1795 | 0.1893 | 1.1795 | 1.0860 |
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- | No log | 2.6977 | 116 | 1.2892 | 0.1790 | 1.2892 | 1.1354 |
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- | No log | 2.7442 | 118 | 1.3713 | 0.1545 | 1.3713 | 1.1710 |
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- | No log | 2.7907 | 120 | 1.2648 | 0.1196 | 1.2648 | 1.1246 |
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- | No log | 2.8372 | 122 | 1.1647 | 0.2417 | 1.1647 | 1.0792 |
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- | No log | 2.8837 | 124 | 1.1500 | 0.2171 | 1.1500 | 1.0724 |
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- | No log | 2.9302 | 126 | 1.1563 | 0.2171 | 1.1563 | 1.0753 |
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- | No log | 2.9767 | 128 | 1.1719 | 0.2988 | 1.1719 | 1.0826 |
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- | No log | 3.0233 | 130 | 1.1744 | 0.1693 | 1.1744 | 1.0837 |
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- | No log | 3.0698 | 132 | 1.2065 | 0.1210 | 1.2065 | 1.0984 |
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- | No log | 3.1163 | 134 | 1.2241 | 0.1095 | 1.2241 | 1.1064 |
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- | No log | 3.1628 | 136 | 1.2479 | 0.2179 | 1.2479 | 1.1171 |
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- | No log | 3.2093 | 138 | 1.3542 | 0.1328 | 1.3542 | 1.1637 |
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- | No log | 3.2558 | 140 | 1.4451 | 0.1029 | 1.4451 | 1.2021 |
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- | No log | 3.3023 | 142 | 1.4757 | 0.0357 | 1.4757 | 1.2148 |
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- | No log | 3.3488 | 144 | 1.3503 | 0.0657 | 1.3503 | 1.1620 |
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- | No log | 3.3953 | 146 | 1.2076 | 0.2767 | 1.2076 | 1.0989 |
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- | No log | 3.4419 | 148 | 1.2056 | 0.2669 | 1.2056 | 1.0980 |
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- | No log | 3.4884 | 150 | 1.2731 | 0.1691 | 1.2731 | 1.1283 |
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- | No log | 3.5349 | 152 | 1.4202 | 0.0458 | 1.4202 | 1.1917 |
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- | No log | 3.5814 | 154 | 1.5442 | -0.0149 | 1.5442 | 1.2427 |
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- | No log | 3.6279 | 156 | 1.4413 | -0.0182 | 1.4413 | 1.2006 |
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- | No log | 3.6744 | 158 | 1.2458 | 0.2171 | 1.2458 | 1.1161 |
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- | No log | 3.7209 | 160 | 1.0903 | 0.3642 | 1.0903 | 1.0442 |
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- | No log | 3.7674 | 162 | 1.0724 | 0.2850 | 1.0724 | 1.0356 |
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- | No log | 3.8140 | 164 | 1.0466 | 0.3156 | 1.0466 | 1.0230 |
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- | No log | 3.8605 | 166 | 1.1668 | 0.3182 | 1.1668 | 1.0802 |
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- | No log | 3.9070 | 168 | 1.3379 | 0.1637 | 1.3379 | 1.1567 |
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- | No log | 3.9535 | 170 | 1.2662 | 0.2210 | 1.2662 | 1.1253 |
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- | No log | 4.0 | 172 | 1.1124 | 0.2986 | 1.1124 | 1.0547 |
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- | No log | 4.0465 | 174 | 1.1166 | 0.2986 | 1.1166 | 1.0567 |
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- | No log | 4.0930 | 176 | 1.0729 | 0.2887 | 1.0729 | 1.0358 |
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- | No log | 4.1395 | 178 | 1.0914 | 0.3030 | 1.0914 | 1.0447 |
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- | No log | 4.1860 | 180 | 1.1530 | 0.2336 | 1.1530 | 1.0738 |
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- | No log | 4.2326 | 182 | 1.2384 | 0.2599 | 1.2384 | 1.1128 |
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- | No log | 4.2791 | 184 | 1.2384 | 0.2918 | 1.2384 | 1.1128 |
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- | No log | 4.3256 | 186 | 1.3353 | 0.2253 | 1.3353 | 1.1556 |
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- | No log | 4.3721 | 188 | 1.3602 | 0.1488 | 1.3602 | 1.1663 |
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- | No log | 4.4186 | 190 | 1.2023 | 0.2553 | 1.2023 | 1.0965 |
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- | No log | 4.4651 | 192 | 1.1043 | 0.1788 | 1.1043 | 1.0508 |
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- | No log | 4.5116 | 194 | 1.1133 | 0.1893 | 1.1133 | 1.0551 |
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- | No log | 4.5581 | 196 | 1.1376 | 0.1893 | 1.1376 | 1.0666 |
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- | No log | 4.6047 | 198 | 1.1470 | 0.1893 | 1.1470 | 1.0710 |
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- | No log | 4.6512 | 200 | 1.1326 | 0.1493 | 1.1326 | 1.0642 |
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- | No log | 4.6977 | 202 | 1.1537 | 0.2836 | 1.1537 | 1.0741 |
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- | No log | 4.7442 | 204 | 1.1747 | 0.3081 | 1.1747 | 1.0838 |
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- | No log | 4.7907 | 206 | 1.1671 | 0.3081 | 1.1671 | 1.0803 |
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- | No log | 4.8372 | 208 | 1.1416 | 0.1935 | 1.1416 | 1.0685 |
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- | No log | 4.8837 | 210 | 1.1611 | 0.2376 | 1.1611 | 1.0775 |
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- | No log | 4.9302 | 212 | 1.1748 | 0.2133 | 1.1748 | 1.0839 |
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- | No log | 4.9767 | 214 | 1.1704 | 0.2449 | 1.1704 | 1.0818 |
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- | No log | 5.0233 | 216 | 1.2605 | 0.2605 | 1.2605 | 1.1227 |
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- | No log | 5.0698 | 218 | 1.2937 | 0.1576 | 1.2937 | 1.1374 |
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- | No log | 5.1163 | 220 | 1.2126 | 0.2128 | 1.2126 | 1.1012 |
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- | No log | 5.1628 | 222 | 1.1669 | 0.2326 | 1.1669 | 1.0802 |
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- | No log | 5.2093 | 224 | 1.1668 | 0.1987 | 1.1668 | 1.0802 |
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- | No log | 5.2558 | 226 | 1.1862 | 0.1987 | 1.1862 | 1.0891 |
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- | No log | 5.3023 | 228 | 1.2006 | 0.1841 | 1.2006 | 1.0957 |
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- | No log | 5.3488 | 230 | 1.2086 | 0.2204 | 1.2086 | 1.0993 |
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- | No log | 5.3953 | 232 | 1.1932 | 0.2741 | 1.1932 | 1.0923 |
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- | No log | 5.4419 | 234 | 1.1937 | 0.1844 | 1.1937 | 1.0925 |
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- | No log | 5.4884 | 236 | 1.1903 | 0.1818 | 1.1903 | 1.0910 |
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- | No log | 5.5349 | 238 | 1.1929 | 0.2670 | 1.1929 | 1.0922 |
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- | No log | 5.5814 | 240 | 1.2151 | 0.2504 | 1.2151 | 1.1023 |
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- | No log | 5.6279 | 242 | 1.2703 | 0.2470 | 1.2703 | 1.1271 |
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- | No log | 5.6744 | 244 | 1.2645 | 0.2931 | 1.2645 | 1.1245 |
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- | No log | 5.7209 | 246 | 1.2462 | 0.2432 | 1.2462 | 1.1163 |
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- | No log | 5.7674 | 248 | 1.2633 | 0.1818 | 1.2633 | 1.1240 |
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- | No log | 5.8140 | 250 | 1.2452 | 0.2670 | 1.2452 | 1.1159 |
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- | No log | 5.8605 | 252 | 1.2805 | 0.1992 | 1.2805 | 1.1316 |
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- | No log | 5.9070 | 254 | 1.2467 | 0.1927 | 1.2467 | 1.1166 |
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- | No log | 5.9535 | 256 | 1.2408 | 0.2068 | 1.2408 | 1.1139 |
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- | No log | 6.0 | 258 | 1.2638 | 0.2054 | 1.2638 | 1.1242 |
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- | No log | 6.0465 | 260 | 1.2645 | 0.2054 | 1.2645 | 1.1245 |
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- | No log | 6.0930 | 262 | 1.2891 | 0.2939 | 1.2891 | 1.1354 |
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- | No log | 6.1395 | 264 | 1.2268 | 0.2384 | 1.2268 | 1.1076 |
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- | No log | 6.1860 | 266 | 1.2041 | 0.2057 | 1.2041 | 1.0973 |
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- | No log | 6.2326 | 268 | 1.1803 | 0.1640 | 1.1803 | 1.0864 |
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- | No log | 6.2791 | 270 | 1.1893 | 0.1640 | 1.1893 | 1.0905 |
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- | No log | 6.3256 | 272 | 1.2547 | 0.2336 | 1.2547 | 1.1201 |
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- | No log | 6.3721 | 274 | 1.3080 | 0.1692 | 1.3080 | 1.1437 |
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- | No log | 6.4186 | 276 | 1.3374 | 0.1640 | 1.3374 | 1.1565 |
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- | No log | 6.4651 | 278 | 1.3840 | 0.1463 | 1.3840 | 1.1764 |
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- | No log | 6.5116 | 280 | 1.3805 | 0.0980 | 1.3805 | 1.1749 |
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- | No log | 6.5581 | 282 | 1.3985 | 0.1314 | 1.3985 | 1.1826 |
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- | No log | 6.6047 | 284 | 1.3878 | 0.1285 | 1.3878 | 1.1780 |
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- | No log | 6.6512 | 286 | 1.3395 | 0.1342 | 1.3395 | 1.1574 |
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- | No log | 6.6977 | 288 | 1.3338 | 0.0974 | 1.3338 | 1.1549 |
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- | No log | 6.7442 | 290 | 1.4866 | 0.0445 | 1.4866 | 1.2193 |
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- | No log | 6.7907 | 292 | 1.5258 | -0.0977 | 1.5258 | 1.2352 |
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- | No log | 6.8372 | 294 | 1.3864 | 0.1379 | 1.3864 | 1.1774 |
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- | No log | 6.8837 | 296 | 1.2748 | 0.1306 | 1.2748 | 1.1291 |
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- | No log | 6.9302 | 298 | 1.2743 | 0.2463 | 1.2743 | 1.1288 |
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- | No log | 6.9767 | 300 | 1.2926 | 0.2016 | 1.2926 | 1.1369 |
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- | No log | 7.0233 | 302 | 1.2733 | 0.1654 | 1.2733 | 1.1284 |
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- | No log | 7.0698 | 304 | 1.2335 | 0.2231 | 1.2335 | 1.1106 |
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- | No log | 7.1163 | 306 | 1.1934 | 0.1910 | 1.1934 | 1.0924 |
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- | No log | 7.1628 | 308 | 1.1966 | 0.2674 | 1.1966 | 1.0939 |
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- | No log | 7.2093 | 310 | 1.2442 | 0.2745 | 1.2442 | 1.1155 |
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- | No log | 7.2558 | 312 | 1.1895 | 0.2699 | 1.1895 | 1.0907 |
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- | No log | 7.3023 | 314 | 1.1215 | 0.2842 | 1.1215 | 1.0590 |
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- | No log | 7.3488 | 316 | 1.1109 | 0.2670 | 1.1109 | 1.0540 |
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- | No log | 7.3953 | 318 | 1.1310 | 0.2910 | 1.1310 | 1.0635 |
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- | No log | 7.4419 | 320 | 1.1782 | 0.2836 | 1.1782 | 1.0855 |
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- | No log | 7.4884 | 322 | 1.2066 | 0.2836 | 1.2066 | 1.0985 |
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- | No log | 7.5349 | 324 | 1.1882 | 0.2920 | 1.1882 | 1.0900 |
214
- | No log | 7.5814 | 326 | 1.2421 | 0.2439 | 1.2421 | 1.1145 |
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- | No log | 7.6279 | 328 | 1.2376 | 0.2090 | 1.2376 | 1.1125 |
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- | No log | 7.6744 | 330 | 1.1854 | 0.2360 | 1.1854 | 1.0888 |
217
- | No log | 7.7209 | 332 | 1.1765 | 0.2424 | 1.1765 | 1.0847 |
218
- | No log | 7.7674 | 334 | 1.1394 | 0.2424 | 1.1394 | 1.0674 |
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- | No log | 7.8140 | 336 | 1.1159 | 0.2140 | 1.1159 | 1.0564 |
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- | No log | 7.8605 | 338 | 1.1708 | 0.1753 | 1.1708 | 1.0820 |
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- | No log | 7.9070 | 340 | 1.2002 | 0.1379 | 1.2002 | 1.0955 |
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- | No log | 7.9535 | 342 | 1.1310 | 0.1987 | 1.1310 | 1.0635 |
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- | No log | 8.0 | 344 | 1.1216 | 0.2031 | 1.1216 | 1.0591 |
224
- | No log | 8.0465 | 346 | 1.1626 | 0.2216 | 1.1626 | 1.0783 |
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- | No log | 8.0930 | 348 | 1.1638 | 0.2449 | 1.1638 | 1.0788 |
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- | No log | 8.1395 | 350 | 1.1760 | 0.2449 | 1.1760 | 1.0845 |
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- | No log | 8.1860 | 352 | 1.1956 | 0.2154 | 1.1956 | 1.0934 |
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- | No log | 8.2326 | 354 | 1.2137 | 0.1558 | 1.2137 | 1.1017 |
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- | No log | 8.2791 | 356 | 1.2708 | 0.2522 | 1.2708 | 1.1273 |
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- | No log | 8.3256 | 358 | 1.2534 | 0.1845 | 1.2534 | 1.1195 |
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- | No log | 8.3721 | 360 | 1.1506 | 0.1379 | 1.1506 | 1.0727 |
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- | No log | 8.4186 | 362 | 1.1261 | 0.2114 | 1.1261 | 1.0612 |
233
- | No log | 8.4651 | 364 | 1.1217 | 0.2114 | 1.1217 | 1.0591 |
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- | No log | 8.5116 | 366 | 1.1360 | 0.2239 | 1.1360 | 1.0658 |
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- | No log | 8.5581 | 368 | 1.1893 | 0.1755 | 1.1893 | 1.0906 |
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- | No log | 8.6047 | 370 | 1.2096 | 0.1953 | 1.2096 | 1.0998 |
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- | No log | 8.6512 | 372 | 1.2676 | 0.1849 | 1.2676 | 1.1259 |
238
- | No log | 8.6977 | 374 | 1.2589 | 0.2142 | 1.2589 | 1.1220 |
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- | No log | 8.7442 | 376 | 1.2146 | 0.2128 | 1.2146 | 1.1021 |
240
- | No log | 8.7907 | 378 | 1.1719 | 0.2114 | 1.1719 | 1.0825 |
241
- | No log | 8.8372 | 380 | 1.1552 | 0.2239 | 1.1552 | 1.0748 |
242
- | No log | 8.8837 | 382 | 1.2345 | 0.2464 | 1.2345 | 1.1111 |
243
- | No log | 8.9302 | 384 | 1.2620 | 0.2061 | 1.2620 | 1.1234 |
244
- | No log | 8.9767 | 386 | 1.2228 | 0.2464 | 1.2228 | 1.1058 |
245
- | No log | 9.0233 | 388 | 1.1704 | 0.1680 | 1.1704 | 1.0818 |
246
- | No log | 9.0698 | 390 | 1.1218 | 0.1810 | 1.1218 | 1.0592 |
247
- | No log | 9.1163 | 392 | 1.1204 | 0.2391 | 1.1204 | 1.0585 |
248
- | No log | 9.1628 | 394 | 1.1617 | 0.1734 | 1.1617 | 1.0778 |
249
- | No log | 9.2093 | 396 | 1.2024 | 0.1558 | 1.2024 | 1.0966 |
250
- | No log | 9.2558 | 398 | 1.1589 | 0.2301 | 1.1589 | 1.0765 |
251
- | No log | 9.3023 | 400 | 1.1537 | 0.2276 | 1.1537 | 1.0741 |
252
- | No log | 9.3488 | 402 | 1.1435 | 0.1783 | 1.1435 | 1.0694 |
253
- | No log | 9.3953 | 404 | 1.1538 | 0.1707 | 1.1538 | 1.0742 |
254
- | No log | 9.4419 | 406 | 1.1883 | 0.1953 | 1.1883 | 1.0901 |
255
- | No log | 9.4884 | 408 | 1.1586 | 0.1585 | 1.1586 | 1.0764 |
256
- | No log | 9.5349 | 410 | 1.1046 | 0.2265 | 1.1046 | 1.0510 |
257
- | No log | 9.5814 | 412 | 1.1061 | 0.2265 | 1.1061 | 1.0517 |
258
- | No log | 9.6279 | 414 | 1.1116 | 0.2265 | 1.1116 | 1.0543 |
259
- | No log | 9.6744 | 416 | 1.1207 | 0.2114 | 1.1207 | 1.0586 |
260
- | No log | 9.7209 | 418 | 1.1727 | 0.1979 | 1.1727 | 1.0829 |
261
- | No log | 9.7674 | 420 | 1.3396 | 0.1488 | 1.3396 | 1.1574 |
262
- | No log | 9.8140 | 422 | 1.4408 | 0.1007 | 1.4408 | 1.2003 |
263
- | No log | 9.8605 | 424 | 1.3802 | 0.1316 | 1.3802 | 1.1748 |
264
- | No log | 9.9070 | 426 | 1.2452 | 0.0886 | 1.2452 | 1.1159 |
265
- | No log | 9.9535 | 428 | 1.1806 | 0.1783 | 1.1806 | 1.0866 |
266
- | No log | 10.0 | 430 | 1.1776 | 0.1657 | 1.1776 | 1.0852 |
267
- | No log | 10.0465 | 432 | 1.2215 | 0.1727 | 1.2215 | 1.1052 |
268
- | No log | 10.0930 | 434 | 1.3035 | 0.2213 | 1.3035 | 1.1417 |
269
- | No log | 10.1395 | 436 | 1.2875 | 0.1849 | 1.2875 | 1.1347 |
270
- | No log | 10.1860 | 438 | 1.2153 | 0.2167 | 1.2153 | 1.1024 |
271
- | No log | 10.2326 | 440 | 1.1477 | 0.2533 | 1.1477 | 1.0713 |
272
- | No log | 10.2791 | 442 | 1.1348 | 0.2456 | 1.1348 | 1.0652 |
273
- | No log | 10.3256 | 444 | 1.1719 | 0.2746 | 1.1719 | 1.0826 |
274
- | No log | 10.3721 | 446 | 1.2389 | 0.3098 | 1.2389 | 1.1131 |
275
- | No log | 10.4186 | 448 | 1.2184 | 0.2559 | 1.2184 | 1.1038 |
276
- | No log | 10.4651 | 450 | 1.1304 | 0.2226 | 1.1304 | 1.0632 |
277
- | No log | 10.5116 | 452 | 1.0690 | 0.2391 | 1.0690 | 1.0339 |
278
- | No log | 10.5581 | 454 | 1.0627 | 0.2391 | 1.0627 | 1.0309 |
279
- | No log | 10.6047 | 456 | 1.0785 | 0.2400 | 1.0785 | 1.0385 |
280
- | No log | 10.6512 | 458 | 1.1498 | 0.1803 | 1.1498 | 1.0723 |
281
- | No log | 10.6977 | 460 | 1.2346 | 0.1649 | 1.2346 | 1.1111 |
282
- | No log | 10.7442 | 462 | 1.2345 | 0.1944 | 1.2345 | 1.1111 |
283
- | No log | 10.7907 | 464 | 1.1645 | 0.2226 | 1.1645 | 1.0791 |
284
- | No log | 10.8372 | 466 | 1.1431 | 0.2035 | 1.1431 | 1.0691 |
285
- | No log | 10.8837 | 468 | 1.1410 | 0.2035 | 1.1410 | 1.0682 |
286
- | No log | 10.9302 | 470 | 1.1626 | 0.1447 | 1.1626 | 1.0782 |
287
- | No log | 10.9767 | 472 | 1.1284 | 0.1881 | 1.1284 | 1.0623 |
288
- | No log | 11.0233 | 474 | 1.0735 | 0.1908 | 1.0735 | 1.0361 |
289
- | No log | 11.0698 | 476 | 1.0506 | 0.2340 | 1.0506 | 1.0250 |
290
- | No log | 11.1163 | 478 | 1.0531 | 0.2986 | 1.0531 | 1.0262 |
291
- | No log | 11.1628 | 480 | 1.0362 | 0.2986 | 1.0362 | 1.0179 |
292
- | No log | 11.2093 | 482 | 1.0290 | 0.2986 | 1.0290 | 1.0144 |
293
- | No log | 11.2558 | 484 | 0.9851 | 0.2965 | 0.9851 | 0.9925 |
294
- | No log | 11.3023 | 486 | 0.9739 | 0.2718 | 0.9739 | 0.9868 |
295
- | No log | 11.3488 | 488 | 0.9738 | 0.2517 | 0.9738 | 0.9868 |
296
- | No log | 11.3953 | 490 | 0.9784 | 0.2365 | 0.9784 | 0.9891 |
297
- | No log | 11.4419 | 492 | 0.9736 | 0.2391 | 0.9736 | 0.9867 |
298
- | No log | 11.4884 | 494 | 0.9857 | 0.2265 | 0.9857 | 0.9928 |
299
- | No log | 11.5349 | 496 | 1.0106 | 0.2449 | 1.0106 | 1.0053 |
300
- | No log | 11.5814 | 498 | 1.0372 | 0.2767 | 1.0372 | 1.0184 |
301
- | 0.3153 | 11.6279 | 500 | 1.0697 | 0.2887 | 1.0697 | 1.0342 |
302
- | 0.3153 | 11.6744 | 502 | 1.0695 | 0.2767 | 1.0695 | 1.0342 |
303
- | 0.3153 | 11.7209 | 504 | 1.0822 | 0.2887 | 1.0822 | 1.0403 |
304
- | 0.3153 | 11.7674 | 506 | 1.0593 | 0.2572 | 1.0593 | 1.0292 |
305
- | 0.3153 | 11.8140 | 508 | 1.0310 | 0.2351 | 1.0310 | 1.0154 |
306
- | 0.3153 | 11.8605 | 510 | 1.0185 | 0.2114 | 1.0185 | 1.0092 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7041
19
+ - Qwk: 0.5089
20
+ - Mse: 0.7041
21
+ - Rmse: 0.8391
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0476 | 2 | 4.0618 | -0.0033 | 4.0618 | 2.0154 |
53
+ | No log | 0.0952 | 4 | 2.4065 | -0.0512 | 2.4065 | 1.5513 |
54
+ | No log | 0.1429 | 6 | 2.0256 | -0.0252 | 2.0256 | 1.4232 |
55
+ | No log | 0.1905 | 8 | 2.2553 | 0.0970 | 2.2553 | 1.5018 |
56
+ | No log | 0.2381 | 10 | 1.4107 | 0.0030 | 1.4107 | 1.1877 |
57
+ | No log | 0.2857 | 12 | 1.2059 | -0.0032 | 1.2059 | 1.0981 |
58
+ | No log | 0.3333 | 14 | 1.1957 | 0.0612 | 1.1957 | 1.0935 |
59
+ | No log | 0.3810 | 16 | 1.2872 | -0.0245 | 1.2872 | 1.1345 |
60
+ | No log | 0.4286 | 18 | 1.5933 | 0.0513 | 1.5933 | 1.2623 |
61
+ | No log | 0.4762 | 20 | 1.4603 | -0.0175 | 1.4603 | 1.2084 |
62
+ | No log | 0.5238 | 22 | 1.2300 | 0.0256 | 1.2300 | 1.1090 |
63
+ | No log | 0.5714 | 24 | 1.0515 | 0.2466 | 1.0515 | 1.0254 |
64
+ | No log | 0.6190 | 26 | 1.0128 | 0.1837 | 1.0128 | 1.0064 |
65
+ | No log | 0.6667 | 28 | 1.0751 | 0.1997 | 1.0751 | 1.0369 |
66
+ | No log | 0.7143 | 30 | 1.2843 | 0.0827 | 1.2843 | 1.1333 |
67
+ | No log | 0.7619 | 32 | 1.4145 | 0.1245 | 1.4145 | 1.1893 |
68
+ | No log | 0.8095 | 34 | 1.7937 | 0.1845 | 1.7937 | 1.3393 |
69
+ | No log | 0.8571 | 36 | 1.9256 | 0.1941 | 1.9256 | 1.3877 |
70
+ | No log | 0.9048 | 38 | 1.6911 | 0.1109 | 1.6911 | 1.3004 |
71
+ | No log | 0.9524 | 40 | 1.3902 | 0.0399 | 1.3902 | 1.1791 |
72
+ | No log | 1.0 | 42 | 1.1196 | 0.1738 | 1.1196 | 1.0581 |
73
+ | No log | 1.0476 | 44 | 0.9718 | 0.3094 | 0.9718 | 0.9858 |
74
+ | No log | 1.0952 | 46 | 0.9691 | 0.3175 | 0.9691 | 0.9844 |
75
+ | No log | 1.1429 | 48 | 0.9700 | 0.3221 | 0.9700 | 0.9849 |
76
+ | No log | 1.1905 | 50 | 0.9893 | 0.2588 | 0.9893 | 0.9946 |
77
+ | No log | 1.2381 | 52 | 0.9962 | 0.2074 | 0.9962 | 0.9981 |
78
+ | No log | 1.2857 | 54 | 0.9165 | 0.3856 | 0.9165 | 0.9573 |
79
+ | No log | 1.3333 | 56 | 0.9210 | 0.2919 | 0.9210 | 0.9597 |
80
+ | No log | 1.3810 | 58 | 0.9533 | 0.2771 | 0.9533 | 0.9763 |
81
+ | No log | 1.4286 | 60 | 0.9179 | 0.2698 | 0.9179 | 0.9581 |
82
+ | No log | 1.4762 | 62 | 0.8512 | 0.4381 | 0.8512 | 0.9226 |
83
+ | No log | 1.5238 | 64 | 0.8897 | 0.3557 | 0.8897 | 0.9432 |
84
+ | No log | 1.5714 | 66 | 1.0532 | 0.2843 | 1.0532 | 1.0262 |
85
+ | No log | 1.6190 | 68 | 0.9486 | 0.3381 | 0.9486 | 0.9740 |
86
+ | No log | 1.6667 | 70 | 0.8241 | 0.3817 | 0.8241 | 0.9078 |
87
+ | No log | 1.7143 | 72 | 0.8441 | 0.3631 | 0.8441 | 0.9187 |
88
+ | No log | 1.7619 | 74 | 0.8140 | 0.4097 | 0.8140 | 0.9022 |
89
+ | No log | 1.8095 | 76 | 0.7946 | 0.5146 | 0.7946 | 0.8914 |
90
+ | No log | 1.8571 | 78 | 0.7942 | 0.4691 | 0.7942 | 0.8912 |
91
+ | No log | 1.9048 | 80 | 0.8293 | 0.5204 | 0.8293 | 0.9107 |
92
+ | No log | 1.9524 | 82 | 0.7957 | 0.5315 | 0.7957 | 0.8920 |
93
+ | No log | 2.0 | 84 | 0.7843 | 0.4645 | 0.7843 | 0.8856 |
94
+ | No log | 2.0476 | 86 | 0.8665 | 0.4943 | 0.8665 | 0.9309 |
95
+ | No log | 2.0952 | 88 | 0.8249 | 0.4738 | 0.8249 | 0.9083 |
96
+ | No log | 2.1429 | 90 | 0.8564 | 0.4592 | 0.8564 | 0.9254 |
97
+ | No log | 2.1905 | 92 | 0.8094 | 0.5938 | 0.8094 | 0.8997 |
98
+ | No log | 2.2381 | 94 | 0.7905 | 0.5912 | 0.7905 | 0.8891 |
99
+ | No log | 2.2857 | 96 | 0.7215 | 0.5089 | 0.7215 | 0.8494 |
100
+ | No log | 2.3333 | 98 | 0.7045 | 0.5713 | 0.7045 | 0.8394 |
101
+ | No log | 2.3810 | 100 | 0.6987 | 0.5843 | 0.6987 | 0.8359 |
102
+ | No log | 2.4286 | 102 | 0.6950 | 0.4925 | 0.6950 | 0.8336 |
103
+ | No log | 2.4762 | 104 | 0.6733 | 0.5843 | 0.6733 | 0.8206 |
104
+ | No log | 2.5238 | 106 | 0.6906 | 0.4898 | 0.6906 | 0.8310 |
105
+ | No log | 2.5714 | 108 | 0.8552 | 0.4465 | 0.8552 | 0.9248 |
106
+ | No log | 2.6190 | 110 | 0.9368 | 0.3506 | 0.9368 | 0.9679 |
107
+ | No log | 2.6667 | 112 | 0.8465 | 0.5147 | 0.8465 | 0.9201 |
108
+ | No log | 2.7143 | 114 | 0.7560 | 0.4503 | 0.7560 | 0.8695 |
109
+ | No log | 2.7619 | 116 | 0.7983 | 0.4057 | 0.7983 | 0.8935 |
110
+ | No log | 2.8095 | 118 | 0.8306 | 0.3990 | 0.8306 | 0.9114 |
111
+ | No log | 2.8571 | 120 | 0.8025 | 0.4505 | 0.8025 | 0.8958 |
112
+ | No log | 2.9048 | 122 | 0.7465 | 0.4261 | 0.7465 | 0.8640 |
113
+ | No log | 2.9524 | 124 | 0.8609 | 0.5253 | 0.8609 | 0.9279 |
114
+ | No log | 3.0 | 126 | 0.9015 | 0.4454 | 0.9015 | 0.9495 |
115
+ | No log | 3.0476 | 128 | 0.7561 | 0.5610 | 0.7561 | 0.8696 |
116
+ | No log | 3.0952 | 130 | 0.7011 | 0.5905 | 0.7011 | 0.8373 |
117
+ | No log | 3.1429 | 132 | 0.6789 | 0.5562 | 0.6789 | 0.8240 |
118
+ | No log | 3.1905 | 134 | 0.6849 | 0.5939 | 0.6849 | 0.8276 |
119
+ | No log | 3.2381 | 136 | 0.7669 | 0.5948 | 0.7669 | 0.8757 |
120
+ | No log | 3.2857 | 138 | 0.8819 | 0.4574 | 0.8819 | 0.9391 |
121
+ | No log | 3.3333 | 140 | 0.7791 | 0.5140 | 0.7791 | 0.8827 |
122
+ | No log | 3.3810 | 142 | 0.6886 | 0.5783 | 0.6886 | 0.8298 |
123
+ | No log | 3.4286 | 144 | 0.7081 | 0.5681 | 0.7081 | 0.8415 |
124
+ | No log | 3.4762 | 146 | 0.7113 | 0.5160 | 0.7113 | 0.8434 |
125
+ | No log | 3.5238 | 148 | 0.7512 | 0.5127 | 0.7512 | 0.8667 |
126
+ | No log | 3.5714 | 150 | 0.8076 | 0.5068 | 0.8076 | 0.8986 |
127
+ | No log | 3.6190 | 152 | 0.8601 | 0.4934 | 0.8601 | 0.9274 |
128
+ | No log | 3.6667 | 154 | 0.8192 | 0.3485 | 0.8192 | 0.9051 |
129
+ | No log | 3.7143 | 156 | 0.7936 | 0.4277 | 0.7936 | 0.8909 |
130
+ | No log | 3.7619 | 158 | 0.7978 | 0.5084 | 0.7978 | 0.8932 |
131
+ | No log | 3.8095 | 160 | 0.7625 | 0.4707 | 0.7625 | 0.8732 |
132
+ | No log | 3.8571 | 162 | 0.7570 | 0.5149 | 0.7570 | 0.8700 |
133
+ | No log | 3.9048 | 164 | 0.8290 | 0.4947 | 0.8290 | 0.9105 |
134
+ | No log | 3.9524 | 166 | 0.9452 | 0.5196 | 0.9452 | 0.9722 |
135
+ | No log | 4.0 | 168 | 1.0264 | 0.5705 | 1.0264 | 1.0131 |
136
+ | No log | 4.0476 | 170 | 0.9560 | 0.5196 | 0.9560 | 0.9777 |
137
+ | No log | 4.0952 | 172 | 0.8064 | 0.4983 | 0.8064 | 0.8980 |
138
+ | No log | 4.1429 | 174 | 0.7854 | 0.4594 | 0.7854 | 0.8862 |
139
+ | No log | 4.1905 | 176 | 0.8127 | 0.4461 | 0.8127 | 0.9015 |
140
+ | No log | 4.2381 | 178 | 0.8188 | 0.4304 | 0.8188 | 0.9049 |
141
+ | No log | 4.2857 | 180 | 0.8352 | 0.3576 | 0.8352 | 0.9139 |
142
+ | No log | 4.3333 | 182 | 0.8624 | 0.3067 | 0.8624 | 0.9287 |
143
+ | No log | 4.3810 | 184 | 0.8398 | 0.3697 | 0.8398 | 0.9164 |
144
+ | No log | 4.4286 | 186 | 0.7945 | 0.4313 | 0.7945 | 0.8914 |
145
+ | No log | 4.4762 | 188 | 0.8079 | 0.4874 | 0.8079 | 0.8989 |
146
+ | No log | 4.5238 | 190 | 0.8101 | 0.5442 | 0.8101 | 0.9001 |
147
+ | No log | 4.5714 | 192 | 0.7860 | 0.5442 | 0.7860 | 0.8866 |
148
+ | No log | 4.6190 | 194 | 0.7416 | 0.5641 | 0.7416 | 0.8611 |
149
+ | No log | 4.6667 | 196 | 0.7164 | 0.5057 | 0.7164 | 0.8464 |
150
+ | No log | 4.7143 | 198 | 0.7711 | 0.5894 | 0.7711 | 0.8781 |
151
+ | No log | 4.7619 | 200 | 0.8519 | 0.5527 | 0.8519 | 0.9230 |
152
+ | No log | 4.8095 | 202 | 0.7877 | 0.4589 | 0.7877 | 0.8875 |
153
+ | No log | 4.8571 | 204 | 0.7520 | 0.4186 | 0.7520 | 0.8672 |
154
+ | No log | 4.9048 | 206 | 0.8443 | 0.4893 | 0.8443 | 0.9189 |
155
+ | No log | 4.9524 | 208 | 0.8519 | 0.4754 | 0.8519 | 0.9230 |
156
+ | No log | 5.0 | 210 | 0.7796 | 0.4708 | 0.7796 | 0.8829 |
157
+ | No log | 5.0476 | 212 | 0.7375 | 0.4524 | 0.7375 | 0.8588 |
158
+ | No log | 5.0952 | 214 | 0.8048 | 0.5204 | 0.8048 | 0.8971 |
159
+ | No log | 5.1429 | 216 | 0.8683 | 0.4889 | 0.8683 | 0.9318 |
160
+ | No log | 5.1905 | 218 | 0.8226 | 0.5387 | 0.8226 | 0.9070 |
161
+ | No log | 5.2381 | 220 | 0.7723 | 0.4727 | 0.7723 | 0.8788 |
162
+ | No log | 5.2857 | 222 | 0.7802 | 0.4466 | 0.7802 | 0.8833 |
163
+ | No log | 5.3333 | 224 | 0.7677 | 0.5333 | 0.7677 | 0.8762 |
164
+ | No log | 5.3810 | 226 | 0.7601 | 0.5872 | 0.7601 | 0.8718 |
165
+ | No log | 5.4286 | 228 | 0.7631 | 0.5799 | 0.7631 | 0.8736 |
166
+ | No log | 5.4762 | 230 | 0.7668 | 0.5677 | 0.7668 | 0.8757 |
167
+ | No log | 5.5238 | 232 | 0.7254 | 0.5345 | 0.7254 | 0.8517 |
168
+ | No log | 5.5714 | 234 | 0.7259 | 0.4984 | 0.7259 | 0.8520 |
169
+ | No log | 5.6190 | 236 | 0.7612 | 0.5011 | 0.7612 | 0.8725 |
170
+ | No log | 5.6667 | 238 | 0.7140 | 0.5068 | 0.7140 | 0.8450 |
171
+ | No log | 5.7143 | 240 | 0.8098 | 0.5658 | 0.8098 | 0.8999 |
172
+ | No log | 5.7619 | 242 | 0.9107 | 0.5543 | 0.9107 | 0.9543 |
173
+ | No log | 5.8095 | 244 | 0.8705 | 0.5137 | 0.8705 | 0.9330 |
174
+ | No log | 5.8571 | 246 | 0.7914 | 0.4128 | 0.7914 | 0.8896 |
175
+ | No log | 5.9048 | 248 | 0.7771 | 0.4576 | 0.7771 | 0.8815 |
176
+ | No log | 5.9524 | 250 | 0.7790 | 0.4576 | 0.7790 | 0.8826 |
177
+ | No log | 6.0 | 252 | 0.7876 | 0.3820 | 0.7876 | 0.8875 |
178
+ | No log | 6.0476 | 254 | 0.8491 | 0.3657 | 0.8491 | 0.9215 |
179
+ | No log | 6.0952 | 256 | 0.9382 | 0.4444 | 0.9382 | 0.9686 |
180
+ | No log | 6.1429 | 258 | 0.9849 | 0.4454 | 0.9849 | 0.9924 |
181
+ | No log | 6.1905 | 260 | 0.9445 | 0.3913 | 0.9445 | 0.9718 |
182
+ | No log | 6.2381 | 262 | 0.8631 | 0.4406 | 0.8631 | 0.9291 |
183
+ | No log | 6.2857 | 264 | 0.8638 | 0.4620 | 0.8638 | 0.9294 |
184
+ | No log | 6.3333 | 266 | 0.8968 | 0.4921 | 0.8968 | 0.9470 |
185
+ | No log | 6.3810 | 268 | 0.9703 | 0.4444 | 0.9703 | 0.9851 |
186
+ | No log | 6.4286 | 270 | 1.0656 | 0.4668 | 1.0656 | 1.0323 |
187
+ | No log | 6.4762 | 272 | 1.1437 | 0.4478 | 1.1437 | 1.0694 |
188
+ | No log | 6.5238 | 274 | 1.0764 | 0.4668 | 1.0764 | 1.0375 |
189
+ | No log | 6.5714 | 276 | 0.8906 | 0.5006 | 0.8906 | 0.9437 |
190
+ | No log | 6.6190 | 278 | 0.7746 | 0.4763 | 0.7746 | 0.8801 |
191
+ | No log | 6.6667 | 280 | 0.7457 | 0.4721 | 0.7457 | 0.8635 |
192
+ | No log | 6.7143 | 282 | 0.7572 | 0.5446 | 0.7572 | 0.8702 |
193
+ | No log | 6.7619 | 284 | 0.7398 | 0.4596 | 0.7398 | 0.8601 |
194
+ | No log | 6.8095 | 286 | 0.7563 | 0.4529 | 0.7563 | 0.8696 |
195
+ | No log | 6.8571 | 288 | 0.7691 | 0.5175 | 0.7691 | 0.8770 |
196
+ | No log | 6.9048 | 290 | 0.7964 | 0.4503 | 0.7964 | 0.8924 |
197
+ | No log | 6.9524 | 292 | 0.7551 | 0.4499 | 0.7551 | 0.8689 |
198
+ | No log | 7.0 | 294 | 0.7070 | 0.4995 | 0.7070 | 0.8408 |
199
+ | No log | 7.0476 | 296 | 0.6945 | 0.5236 | 0.6945 | 0.8334 |
200
+ | No log | 7.0952 | 298 | 0.7401 | 0.5165 | 0.7401 | 0.8603 |
201
+ | No log | 7.1429 | 300 | 0.7679 | 0.4924 | 0.7679 | 0.8763 |
202
+ | No log | 7.1905 | 302 | 0.7212 | 0.4097 | 0.7212 | 0.8492 |
203
+ | No log | 7.2381 | 304 | 0.7273 | 0.4626 | 0.7273 | 0.8528 |
204
+ | No log | 7.2857 | 306 | 0.7666 | 0.3922 | 0.7666 | 0.8755 |
205
+ | No log | 7.3333 | 308 | 0.7869 | 0.4301 | 0.7869 | 0.8871 |
206
+ | No log | 7.3810 | 310 | 0.7516 | 0.5065 | 0.7516 | 0.8669 |
207
+ | No log | 7.4286 | 312 | 0.7383 | 0.4946 | 0.7383 | 0.8592 |
208
+ | No log | 7.4762 | 314 | 0.7824 | 0.5318 | 0.7824 | 0.8845 |
209
+ | No log | 7.5238 | 316 | 0.7493 | 0.5070 | 0.7493 | 0.8656 |
210
+ | No log | 7.5714 | 318 | 0.7131 | 0.4105 | 0.7131 | 0.8445 |
211
+ | No log | 7.6190 | 320 | 0.7339 | 0.4537 | 0.7339 | 0.8567 |
212
+ | No log | 7.6667 | 322 | 0.7573 | 0.4537 | 0.7573 | 0.8702 |
213
+ | No log | 7.7143 | 324 | 0.7748 | 0.3860 | 0.7748 | 0.8802 |
214
+ | No log | 7.7619 | 326 | 0.7805 | 0.3879 | 0.7805 | 0.8835 |
215
+ | No log | 7.8095 | 328 | 0.7607 | 0.4953 | 0.7607 | 0.8722 |
216
+ | No log | 7.8571 | 330 | 0.8354 | 0.5256 | 0.8354 | 0.9140 |
217
+ | No log | 7.9048 | 332 | 0.7985 | 0.5686 | 0.7985 | 0.8936 |
218
+ | No log | 7.9524 | 334 | 0.7315 | 0.5194 | 0.7315 | 0.8552 |
219
+ | No log | 8.0 | 336 | 0.6999 | 0.5959 | 0.6999 | 0.8366 |
220
+ | No log | 8.0476 | 338 | 0.7309 | 0.6254 | 0.7309 | 0.8549 |
221
+ | No log | 8.0952 | 340 | 0.7493 | 0.5660 | 0.7493 | 0.8656 |
222
+ | No log | 8.1429 | 342 | 0.6910 | 0.5969 | 0.6910 | 0.8313 |
223
+ | No log | 8.1905 | 344 | 0.7226 | 0.4879 | 0.7226 | 0.8501 |
224
+ | No log | 8.2381 | 346 | 0.7981 | 0.4557 | 0.7981 | 0.8934 |
225
+ | No log | 8.2857 | 348 | 0.7999 | 0.4290 | 0.7999 | 0.8944 |
226
+ | No log | 8.3333 | 350 | 0.7372 | 0.4829 | 0.7372 | 0.8586 |
227
+ | No log | 8.3810 | 352 | 0.7468 | 0.4198 | 0.7468 | 0.8642 |
228
+ | No log | 8.4286 | 354 | 0.8668 | 0.4885 | 0.8668 | 0.9310 |
229
+ | No log | 8.4762 | 356 | 0.9581 | 0.5184 | 0.9581 | 0.9788 |
230
+ | No log | 8.5238 | 358 | 0.8867 | 0.5295 | 0.8867 | 0.9416 |
231
+ | No log | 8.5714 | 360 | 0.7390 | 0.5352 | 0.7390 | 0.8596 |
232
+ | No log | 8.6190 | 362 | 0.6865 | 0.5797 | 0.6865 | 0.8286 |
233
+ | No log | 8.6667 | 364 | 0.6861 | 0.5712 | 0.6861 | 0.8283 |
234
+ | No log | 8.7143 | 366 | 0.7067 | 0.5235 | 0.7067 | 0.8406 |
235
+ | No log | 8.7619 | 368 | 0.7252 | 0.5678 | 0.7252 | 0.8516 |
236
+ | No log | 8.8095 | 370 | 0.7710 | 0.4969 | 0.7710 | 0.8780 |
237
+ | No log | 8.8571 | 372 | 0.8542 | 0.5255 | 0.8542 | 0.9242 |
238
+ | No log | 8.9048 | 374 | 0.8619 | 0.4929 | 0.8619 | 0.9284 |
239
+ | No log | 8.9524 | 376 | 0.8353 | 0.5292 | 0.8353 | 0.9140 |
240
+ | No log | 9.0 | 378 | 0.8761 | 0.4916 | 0.8761 | 0.9360 |
241
+ | No log | 9.0476 | 380 | 0.9426 | 0.4560 | 0.9426 | 0.9709 |
242
+ | No log | 9.0952 | 382 | 0.9797 | 0.4560 | 0.9797 | 0.9898 |
243
+ | No log | 9.1429 | 384 | 0.9086 | 0.4801 | 0.9086 | 0.9532 |
244
+ | No log | 9.1905 | 386 | 0.8071 | 0.5425 | 0.8071 | 0.8984 |
245
+ | No log | 9.2381 | 388 | 0.7703 | 0.5719 | 0.7703 | 0.8776 |
246
+ | No log | 9.2857 | 390 | 0.7851 | 0.5571 | 0.7851 | 0.8861 |
247
+ | No log | 9.3333 | 392 | 0.8302 | 0.5924 | 0.8302 | 0.9112 |
248
+ | No log | 9.3810 | 394 | 0.7883 | 0.5756 | 0.7883 | 0.8879 |
249
+ | No log | 9.4286 | 396 | 0.7193 | 0.5594 | 0.7193 | 0.8481 |
250
+ | No log | 9.4762 | 398 | 0.7181 | 0.4482 | 0.7181 | 0.8474 |
251
+ | No log | 9.5238 | 400 | 0.7248 | 0.4113 | 0.7248 | 0.8513 |
252
+ | No log | 9.5714 | 402 | 0.7278 | 0.4563 | 0.7278 | 0.8531 |
253
+ | No log | 9.6190 | 404 | 0.7717 | 0.4537 | 0.7717 | 0.8785 |
254
+ | No log | 9.6667 | 406 | 0.8902 | 0.5332 | 0.8902 | 0.9435 |
255
+ | No log | 9.7143 | 408 | 0.9100 | 0.5307 | 0.9100 | 0.9539 |
256
+ | No log | 9.7619 | 410 | 0.8310 | 0.5019 | 0.8310 | 0.9116 |
257
+ | No log | 9.8095 | 412 | 0.7732 | 0.5069 | 0.7732 | 0.8793 |
258
+ | No log | 9.8571 | 414 | 0.7601 | 0.4863 | 0.7601 | 0.8719 |
259
+ | No log | 9.9048 | 416 | 0.7470 | 0.4661 | 0.7470 | 0.8643 |
260
+ | No log | 9.9524 | 418 | 0.7562 | 0.4534 | 0.7562 | 0.8696 |
261
+ | No log | 10.0 | 420 | 0.8021 | 0.4106 | 0.8021 | 0.8956 |
262
+ | No log | 10.0476 | 422 | 0.8700 | 0.4111 | 0.8700 | 0.9327 |
263
+ | No log | 10.0952 | 424 | 0.8651 | 0.3844 | 0.8651 | 0.9301 |
264
+ | No log | 10.1429 | 426 | 0.8229 | 0.3780 | 0.8229 | 0.9071 |
265
+ | No log | 10.1905 | 428 | 0.7863 | 0.4234 | 0.7863 | 0.8867 |
266
+ | No log | 10.2381 | 430 | 0.7499 | 0.4642 | 0.7499 | 0.8660 |
267
+ | No log | 10.2857 | 432 | 0.7263 | 0.4537 | 0.7263 | 0.8523 |
268
+ | No log | 10.3333 | 434 | 0.7158 | 0.4794 | 0.7158 | 0.8460 |
269
+ | No log | 10.3810 | 436 | 0.7530 | 0.4491 | 0.7530 | 0.8678 |
270
+ | No log | 10.4286 | 438 | 0.8449 | 0.5332 | 0.8449 | 0.9192 |
271
+ | No log | 10.4762 | 440 | 0.8325 | 0.5124 | 0.8325 | 0.9124 |
272
+ | No log | 10.5238 | 442 | 0.7521 | 0.5072 | 0.7521 | 0.8673 |
273
+ | No log | 10.5714 | 444 | 0.7054 | 0.4524 | 0.7054 | 0.8399 |
274
+ | No log | 10.6190 | 446 | 0.7090 | 0.4557 | 0.7090 | 0.8420 |
275
+ | No log | 10.6667 | 448 | 0.7184 | 0.4590 | 0.7184 | 0.8476 |
276
+ | No log | 10.7143 | 450 | 0.7173 | 0.4269 | 0.7173 | 0.8470 |
277
+ | No log | 10.7619 | 452 | 0.7504 | 0.5577 | 0.7504 | 0.8663 |
278
+ | No log | 10.8095 | 454 | 0.7623 | 0.5291 | 0.7623 | 0.8731 |
279
+ | No log | 10.8571 | 456 | 0.7354 | 0.5730 | 0.7354 | 0.8576 |
280
+ | No log | 10.9048 | 458 | 0.7064 | 0.4792 | 0.7064 | 0.8405 |
281
+ | No log | 10.9524 | 460 | 0.7036 | 0.4923 | 0.7036 | 0.8388 |
282
+ | No log | 11.0 | 462 | 0.7132 | 0.5996 | 0.7132 | 0.8445 |
283
+ | No log | 11.0476 | 464 | 0.7439 | 0.5466 | 0.7439 | 0.8625 |
284
+ | No log | 11.0952 | 466 | 0.7532 | 0.5451 | 0.7532 | 0.8678 |
285
+ | No log | 11.1429 | 468 | 0.7623 | 0.5735 | 0.7623 | 0.8731 |
286
+ | No log | 11.1905 | 470 | 0.7622 | 0.6080 | 0.7622 | 0.8730 |
287
+ | No log | 11.2381 | 472 | 0.7188 | 0.6142 | 0.7188 | 0.8478 |
288
+ | No log | 11.2857 | 474 | 0.7121 | 0.6275 | 0.7121 | 0.8438 |
289
+ | No log | 11.3333 | 476 | 0.7179 | 0.6169 | 0.7179 | 0.8473 |
290
+ | No log | 11.3810 | 478 | 0.7470 | 0.6132 | 0.7470 | 0.8643 |
291
+ | No log | 11.4286 | 480 | 0.7832 | 0.5516 | 0.7832 | 0.8850 |
292
+ | No log | 11.4762 | 482 | 0.7568 | 0.5864 | 0.7568 | 0.8699 |
293
+ | No log | 11.5238 | 484 | 0.7060 | 0.5877 | 0.7060 | 0.8403 |
294
+ | No log | 11.5714 | 486 | 0.6950 | 0.4466 | 0.6950 | 0.8337 |
295
+ | No log | 11.6190 | 488 | 0.6880 | 0.4354 | 0.6880 | 0.8295 |
296
+ | No log | 11.6667 | 490 | 0.6763 | 0.4706 | 0.6763 | 0.8224 |
297
+ | No log | 11.7143 | 492 | 0.6802 | 0.5475 | 0.6802 | 0.8247 |
298
+ | No log | 11.7619 | 494 | 0.6943 | 0.5833 | 0.6943 | 0.8333 |
299
+ | No log | 11.8095 | 496 | 0.7293 | 0.5343 | 0.7293 | 0.8540 |
300
+ | No log | 11.8571 | 498 | 0.7429 | 0.5317 | 0.7429 | 0.8619 |
301
+ | 0.2915 | 11.9048 | 500 | 0.7448 | 0.5317 | 0.7448 | 0.8630 |
302
+ | 0.2915 | 11.9524 | 502 | 0.7719 | 0.5266 | 0.7719 | 0.8786 |
303
+ | 0.2915 | 12.0 | 504 | 0.7475 | 0.5397 | 0.7475 | 0.8646 |
304
+ | 0.2915 | 12.0476 | 506 | 0.7358 | 0.5291 | 0.7358 | 0.8578 |
305
+ | 0.2915 | 12.0952 | 508 | 0.7598 | 0.5163 | 0.7598 | 0.8717 |
306
+ | 0.2915 | 12.1429 | 510 | 0.8137 | 0.5330 | 0.8137 | 0.9020 |
307
+ | 0.2915 | 12.1905 | 512 | 0.8641 | 0.5318 | 0.8641 | 0.9296 |
308
+ | 0.2915 | 12.2381 | 514 | 0.8124 | 0.5532 | 0.8124 | 0.9013 |
309
+ | 0.2915 | 12.2857 | 516 | 0.7330 | 0.5342 | 0.7330 | 0.8561 |
310
+ | 0.2915 | 12.3333 | 518 | 0.7091 | 0.5953 | 0.7091 | 0.8421 |
311
+ | 0.2915 | 12.3810 | 520 | 0.6794 | 0.6035 | 0.6794 | 0.8243 |
312
+ | 0.2915 | 12.4286 | 522 | 0.6916 | 0.5785 | 0.6916 | 0.8316 |
313
+ | 0.2915 | 12.4762 | 524 | 0.6887 | 0.6035 | 0.6887 | 0.8299 |
314
+ | 0.2915 | 12.5238 | 526 | 0.6970 | 0.5314 | 0.6970 | 0.8348 |
315
+ | 0.2915 | 12.5714 | 528 | 0.7042 | 0.5314 | 0.7042 | 0.8392 |
316
+ | 0.2915 | 12.6190 | 530 | 0.7079 | 0.5425 | 0.7079 | 0.8414 |
317
+ | 0.2915 | 12.6667 | 532 | 0.7203 | 0.5859 | 0.7203 | 0.8487 |
318
+ | 0.2915 | 12.7143 | 534 | 0.7720 | 0.4875 | 0.7720 | 0.8786 |
319
+ | 0.2915 | 12.7619 | 536 | 0.8221 | 0.5279 | 0.8221 | 0.9067 |
320
+ | 0.2915 | 12.8095 | 538 | 0.8048 | 0.4982 | 0.8048 | 0.8971 |
321
+ | 0.2915 | 12.8571 | 540 | 0.7318 | 0.4660 | 0.7318 | 0.8555 |
322
+ | 0.2915 | 12.9048 | 542 | 0.7041 | 0.5089 | 0.7041 | 0.8391 |
323
 
324
 
325
  ### Framework versions
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