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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task5_organization

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  1. README.md +263 -268
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_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_B_usingALLEssays_FineTuningAraBERT_run2_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: 1.0738
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- - Qwk: 0.2003
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- - Mse: 1.0738
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- - Rmse: 1.0363
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  ## Model description
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@@ -49,268 +49,263 @@ 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 | 0.0303 | 2 | 4.0997 | -0.0075 | 4.0997 | 2.0248 |
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- | No log | 0.0606 | 4 | 2.6078 | -0.0465 | 2.6078 | 1.6149 |
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- | No log | 0.0909 | 6 | 1.6912 | -0.0046 | 1.6912 | 1.3004 |
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- | No log | 0.1212 | 8 | 1.3730 | 0.0634 | 1.3730 | 1.1718 |
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- | No log | 0.1515 | 10 | 1.4730 | -0.0492 | 1.4730 | 1.2137 |
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- | No log | 0.1818 | 12 | 1.5188 | 0.0775 | 1.5188 | 1.2324 |
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- | No log | 0.2121 | 14 | 1.3816 | 0.0661 | 1.3816 | 1.1754 |
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- | No log | 0.2424 | 16 | 1.4708 | 0.1238 | 1.4708 | 1.2128 |
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- | No log | 0.2727 | 18 | 1.1851 | 0.2734 | 1.1851 | 1.0886 |
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- | No log | 0.3030 | 20 | 1.1612 | 0.2687 | 1.1612 | 1.0776 |
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- | No log | 0.3333 | 22 | 1.3145 | 0.2495 | 1.3145 | 1.1465 |
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- | No log | 0.3636 | 24 | 1.4299 | 0.2371 | 1.4299 | 1.1958 |
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- | No log | 0.3939 | 26 | 1.2297 | 0.1121 | 1.2297 | 1.1089 |
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- | No log | 0.4242 | 28 | 1.1532 | 0.0336 | 1.1532 | 1.0739 |
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- | No log | 0.4545 | 30 | 1.1882 | 0.0603 | 1.1882 | 1.0900 |
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- | No log | 0.4848 | 32 | 1.3764 | 0.2117 | 1.3764 | 1.1732 |
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- | No log | 0.5152 | 34 | 1.7004 | 0.1745 | 1.7004 | 1.3040 |
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- | No log | 0.5455 | 36 | 1.4491 | 0.2178 | 1.4491 | 1.2038 |
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- | No log | 0.5758 | 38 | 1.2732 | 0.2085 | 1.2732 | 1.1284 |
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- | No log | 0.6061 | 40 | 1.2336 | 0.1817 | 1.2336 | 1.1107 |
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- | No log | 0.6364 | 42 | 1.4508 | 0.2539 | 1.4508 | 1.2045 |
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- | No log | 0.6667 | 44 | 2.1755 | 0.1423 | 2.1755 | 1.4750 |
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- | No log | 0.6970 | 46 | 1.8909 | 0.1409 | 1.8909 | 1.3751 |
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- | No log | 0.7273 | 48 | 1.2297 | 0.2279 | 1.2297 | 1.1089 |
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- | No log | 0.7576 | 50 | 1.0665 | 0.3066 | 1.0665 | 1.0327 |
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- | No log | 0.7879 | 52 | 1.0736 | 0.1837 | 1.0736 | 1.0361 |
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- | No log | 0.8182 | 54 | 1.0042 | 0.1465 | 1.0042 | 1.0021 |
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- | No log | 0.8485 | 56 | 1.1362 | 0.2199 | 1.1362 | 1.0659 |
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- | No log | 0.8788 | 58 | 1.4500 | 0.1234 | 1.4500 | 1.2041 |
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- | No log | 0.9091 | 60 | 1.4413 | 0.1660 | 1.4413 | 1.2005 |
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- | No log | 0.9394 | 62 | 1.2488 | 0.1709 | 1.2488 | 1.1175 |
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- | No log | 0.9697 | 64 | 1.2627 | 0.2234 | 1.2627 | 1.1237 |
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- | No log | 1.0 | 66 | 1.1775 | 0.2103 | 1.1775 | 1.0851 |
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- | No log | 1.0303 | 68 | 1.2136 | 0.1778 | 1.2136 | 1.1016 |
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- | No log | 1.0606 | 70 | 1.4376 | 0.1489 | 1.4376 | 1.1990 |
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- | No log | 1.0909 | 72 | 1.4784 | 0.1895 | 1.4784 | 1.2159 |
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- | No log | 1.1212 | 74 | 1.2403 | 0.2195 | 1.2403 | 1.1137 |
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- | No log | 1.1515 | 76 | 1.0613 | 0.2031 | 1.0613 | 1.0302 |
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- | No log | 1.1818 | 78 | 1.0766 | 0.2991 | 1.0766 | 1.0376 |
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- | No log | 1.2121 | 80 | 1.0728 | 0.3124 | 1.0728 | 1.0358 |
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- | No log | 1.2424 | 82 | 1.1041 | 0.2302 | 1.1041 | 1.0507 |
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- | No log | 1.2727 | 84 | 1.2437 | 0.2138 | 1.2437 | 1.1152 |
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- | No log | 1.3030 | 86 | 1.3529 | 0.3375 | 1.3529 | 1.1631 |
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- | No log | 1.3333 | 88 | 1.4277 | 0.3375 | 1.4277 | 1.1949 |
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- | No log | 1.3636 | 90 | 1.3265 | 0.3012 | 1.3265 | 1.1518 |
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- | No log | 1.3939 | 92 | 1.1545 | 0.2201 | 1.1545 | 1.0745 |
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- | No log | 1.4242 | 94 | 1.0782 | 0.2989 | 1.0782 | 1.0383 |
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- | No log | 1.4545 | 96 | 1.1165 | 0.2208 | 1.1165 | 1.0567 |
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- | No log | 1.4848 | 98 | 1.2426 | 0.3435 | 1.2426 | 1.1147 |
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- | No log | 1.5152 | 100 | 1.1720 | 0.2932 | 1.1720 | 1.0826 |
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- | No log | 1.5455 | 102 | 1.1344 | 0.2331 | 1.1344 | 1.0651 |
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- | No log | 1.5758 | 104 | 1.2246 | 0.2268 | 1.2246 | 1.1066 |
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- | No log | 1.6061 | 106 | 1.2687 | 0.2552 | 1.2687 | 1.1264 |
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- | No log | 1.6364 | 108 | 1.1770 | 0.1776 | 1.1770 | 1.0849 |
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- | No log | 1.6667 | 110 | 1.1348 | 0.2980 | 1.1348 | 1.0653 |
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- | No log | 1.6970 | 112 | 1.1572 | 0.2702 | 1.1572 | 1.0757 |
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- | No log | 1.7273 | 114 | 1.2508 | 0.25 | 1.2508 | 1.1184 |
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- | No log | 1.7576 | 116 | 1.2984 | 0.3012 | 1.2984 | 1.1395 |
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- | No log | 1.7879 | 118 | 1.4010 | 0.2205 | 1.4010 | 1.1836 |
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- | No log | 1.8182 | 120 | 1.3981 | 0.2216 | 1.3981 | 1.1824 |
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- | No log | 1.8485 | 122 | 1.2532 | 0.3261 | 1.2532 | 1.1195 |
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- | No log | 1.8788 | 124 | 1.1612 | 0.3624 | 1.1612 | 1.0776 |
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- | No log | 1.9091 | 126 | 1.1238 | 0.4053 | 1.1238 | 1.0601 |
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- | No log | 1.9394 | 128 | 1.1330 | 0.2519 | 1.1330 | 1.0644 |
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- | No log | 1.9697 | 130 | 1.1455 | 0.2445 | 1.1455 | 1.0703 |
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- | No log | 2.0 | 132 | 1.0872 | 0.4425 | 1.0872 | 1.0427 |
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- | No log | 2.0303 | 134 | 1.1599 | 0.2974 | 1.1599 | 1.0770 |
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- | No log | 2.0606 | 136 | 1.1300 | 0.3880 | 1.1300 | 1.0630 |
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- | No log | 2.0909 | 138 | 0.9947 | 0.3048 | 0.9947 | 0.9974 |
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- | No log | 2.1212 | 140 | 1.0231 | 0.3048 | 1.0231 | 1.0115 |
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- | No log | 2.1515 | 142 | 1.1460 | 0.3709 | 1.1460 | 1.0705 |
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- | No log | 2.1818 | 144 | 1.1697 | 0.3243 | 1.1697 | 1.0815 |
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- | No log | 2.2121 | 146 | 1.1501 | 0.2787 | 1.1501 | 1.0724 |
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- | No log | 2.2424 | 148 | 1.1206 | 0.3179 | 1.1206 | 1.0586 |
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- | No log | 2.2727 | 150 | 1.1363 | 0.3488 | 1.1363 | 1.0660 |
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- | No log | 2.3030 | 152 | 1.0298 | 0.3389 | 1.0298 | 1.0148 |
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- | No log | 2.3333 | 154 | 1.0285 | 0.2532 | 1.0285 | 1.0142 |
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- | No log | 2.3636 | 156 | 1.0746 | 0.2735 | 1.0746 | 1.0366 |
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- | No log | 2.3939 | 158 | 1.0192 | 0.3394 | 1.0192 | 1.0096 |
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- | No log | 2.4242 | 160 | 1.0490 | 0.3736 | 1.0490 | 1.0242 |
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- | No log | 2.4545 | 162 | 1.0904 | 0.3807 | 1.0904 | 1.0442 |
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- | No log | 2.4848 | 164 | 1.1609 | 0.3640 | 1.1609 | 1.0774 |
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- | No log | 2.5152 | 166 | 1.2093 | 0.3773 | 1.2093 | 1.0997 |
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- | No log | 2.5455 | 168 | 1.2486 | 0.3330 | 1.2486 | 1.1174 |
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- | No log | 2.5758 | 170 | 1.2760 | 0.2875 | 1.2760 | 1.1296 |
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- | No log | 2.6061 | 172 | 1.2659 | 0.2801 | 1.2659 | 1.1251 |
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- | No log | 2.6364 | 174 | 1.3523 | 0.2917 | 1.3523 | 1.1629 |
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- | No log | 2.6667 | 176 | 1.5108 | 0.1638 | 1.5108 | 1.2292 |
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- | No log | 2.6970 | 178 | 1.4305 | 0.2168 | 1.4305 | 1.1960 |
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- | No log | 2.7273 | 180 | 1.1611 | 0.2456 | 1.1611 | 1.0775 |
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- | No log | 2.7576 | 182 | 1.1671 | 0.2292 | 1.1671 | 1.0803 |
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- | No log | 2.7879 | 184 | 1.1445 | 0.1869 | 1.1445 | 1.0698 |
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- | No log | 2.8182 | 186 | 1.1305 | 0.1986 | 1.1305 | 1.0632 |
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- | No log | 2.8485 | 188 | 1.1375 | 0.3157 | 1.1375 | 1.0665 |
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- | No log | 2.8788 | 190 | 1.0864 | 0.2255 | 1.0864 | 1.0423 |
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- | No log | 2.9091 | 192 | 1.0902 | 0.3437 | 1.0902 | 1.0441 |
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- | No log | 2.9394 | 194 | 1.1056 | 0.3528 | 1.1056 | 1.0515 |
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- | No log | 2.9697 | 196 | 1.1339 | 0.3879 | 1.1339 | 1.0649 |
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- | No log | 3.0 | 198 | 1.1424 | 0.3669 | 1.1424 | 1.0688 |
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- | No log | 3.0303 | 200 | 1.1819 | 0.2169 | 1.1819 | 1.0872 |
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- | No log | 3.0606 | 202 | 1.1391 | 0.2519 | 1.1391 | 1.0673 |
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- | No log | 3.0909 | 204 | 1.0908 | 0.3049 | 1.0908 | 1.0444 |
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- | No log | 3.1212 | 206 | 1.1156 | 0.3753 | 1.1156 | 1.0562 |
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- | No log | 3.1515 | 208 | 1.1221 | 0.2195 | 1.1221 | 1.0593 |
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- | No log | 3.1818 | 210 | 1.1677 | 0.2063 | 1.1677 | 1.0806 |
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- | No log | 3.2121 | 212 | 1.2223 | 0.2388 | 1.2223 | 1.1056 |
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- | No log | 3.2424 | 214 | 1.2350 | 0.2804 | 1.2350 | 1.1113 |
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- | No log | 3.2727 | 216 | 1.2595 | 0.3164 | 1.2595 | 1.1223 |
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- | No log | 3.3030 | 218 | 1.2630 | 0.3115 | 1.2630 | 1.1238 |
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- | No log | 3.3333 | 220 | 1.2185 | 0.2721 | 1.2185 | 1.1039 |
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- | No log | 3.3636 | 222 | 1.2231 | 0.2343 | 1.2231 | 1.1060 |
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- | No log | 3.3939 | 224 | 1.2644 | 0.2481 | 1.2644 | 1.1244 |
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- | No log | 3.4242 | 226 | 1.2606 | 0.2388 | 1.2606 | 1.1228 |
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- | No log | 3.4545 | 228 | 1.2827 | 0.2601 | 1.2827 | 1.1326 |
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- | No log | 3.4848 | 230 | 1.2912 | 0.2982 | 1.2912 | 1.1363 |
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- | No log | 3.5152 | 232 | 1.2788 | 0.2246 | 1.2788 | 1.1308 |
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- | No log | 3.5455 | 234 | 1.4616 | 0.1831 | 1.4616 | 1.2090 |
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- | No log | 3.5758 | 236 | 1.4247 | 0.2241 | 1.4247 | 1.1936 |
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- | No log | 3.6061 | 238 | 1.2526 | 0.2060 | 1.2526 | 1.1192 |
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- | No log | 3.6364 | 240 | 1.2476 | 0.2851 | 1.2476 | 1.1170 |
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- | No log | 3.6667 | 242 | 1.2701 | 0.2076 | 1.2701 | 1.1270 |
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- | No log | 3.6970 | 244 | 1.1975 | 0.2228 | 1.1975 | 1.0943 |
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- | No log | 3.7273 | 246 | 1.1430 | 0.0914 | 1.1430 | 1.0691 |
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- | No log | 3.7576 | 248 | 1.2046 | 0.1893 | 1.2046 | 1.0976 |
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- | No log | 3.7879 | 250 | 1.2527 | 0.2557 | 1.2527 | 1.1193 |
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- | No log | 3.8182 | 252 | 1.2267 | 0.1649 | 1.2267 | 1.1076 |
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- | No log | 3.8485 | 254 | 1.2422 | 0.2788 | 1.2422 | 1.1145 |
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- | No log | 3.8788 | 256 | 1.2679 | 0.1801 | 1.2679 | 1.1260 |
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- | No log | 3.9091 | 258 | 1.2203 | 0.2898 | 1.2203 | 1.1047 |
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- | No log | 3.9394 | 260 | 1.1750 | 0.2483 | 1.1750 | 1.0840 |
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- | No log | 3.9697 | 262 | 1.1311 | 0.2857 | 1.1311 | 1.0635 |
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- | No log | 4.0 | 264 | 1.0764 | 0.2097 | 1.0764 | 1.0375 |
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- | No log | 4.0303 | 266 | 1.1224 | 0.1546 | 1.1224 | 1.0594 |
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- | No log | 4.0606 | 268 | 1.1393 | 0.1886 | 1.1393 | 1.0674 |
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- | No log | 4.0909 | 270 | 1.0758 | 0.2356 | 1.0758 | 1.0372 |
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- | No log | 4.1212 | 272 | 1.0520 | 0.2723 | 1.0520 | 1.0257 |
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- | No log | 4.1515 | 274 | 1.0726 | 0.2723 | 1.0726 | 1.0356 |
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- | No log | 4.1818 | 276 | 1.1223 | 0.3714 | 1.1223 | 1.0594 |
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- | No log | 4.2121 | 278 | 1.1848 | 0.3319 | 1.1848 | 1.0885 |
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- | No log | 4.2424 | 280 | 1.2398 | 0.2964 | 1.2398 | 1.1135 |
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- | No log | 4.2727 | 282 | 1.2591 | 0.3065 | 1.2591 | 1.1221 |
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- | No log | 4.3030 | 284 | 1.2327 | 0.3081 | 1.2327 | 1.1103 |
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- | No log | 4.3333 | 286 | 1.1998 | 0.3081 | 1.1998 | 1.0954 |
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- | No log | 4.3636 | 288 | 1.1620 | 0.3409 | 1.1620 | 1.0780 |
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- | No log | 4.3939 | 290 | 1.1223 | 0.1788 | 1.1223 | 1.0594 |
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- | No log | 4.4242 | 292 | 1.1308 | 0.2028 | 1.1308 | 1.0634 |
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- | No log | 4.4545 | 294 | 1.1337 | 0.1788 | 1.1337 | 1.0647 |
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- | No log | 4.4848 | 296 | 1.1576 | 0.2219 | 1.1576 | 1.0759 |
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- | No log | 4.5152 | 298 | 1.2044 | 0.3012 | 1.2044 | 1.0974 |
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- | No log | 4.5455 | 300 | 1.2307 | 0.3012 | 1.2307 | 1.1094 |
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- | No log | 4.5758 | 302 | 1.1864 | 0.2681 | 1.1864 | 1.0892 |
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- | No log | 4.6061 | 304 | 1.1314 | 0.2612 | 1.1314 | 1.0637 |
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- | No log | 4.6364 | 306 | 1.0913 | 0.2265 | 1.0913 | 1.0446 |
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- | No log | 4.6667 | 308 | 1.0749 | 0.2063 | 1.0749 | 1.0368 |
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- | No log | 4.6970 | 310 | 1.0928 | 0.2300 | 1.0928 | 1.0454 |
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- | No log | 4.7273 | 312 | 1.1136 | 0.2798 | 1.1136 | 1.0553 |
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- | No log | 4.7576 | 314 | 1.0637 | 0.2388 | 1.0637 | 1.0314 |
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- | No log | 4.7879 | 316 | 1.0668 | 0.3069 | 1.0668 | 1.0329 |
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- | No log | 4.8182 | 318 | 1.0969 | 0.3680 | 1.0969 | 1.0473 |
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- | No log | 4.8485 | 320 | 1.2251 | 0.3556 | 1.2251 | 1.1069 |
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- | No log | 4.8788 | 322 | 1.2642 | 0.3761 | 1.2642 | 1.1244 |
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- | No log | 4.9091 | 324 | 1.1716 | 0.3046 | 1.1716 | 1.0824 |
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- | No log | 4.9394 | 326 | 1.1381 | 0.2105 | 1.1381 | 1.0668 |
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- | No log | 4.9697 | 328 | 1.1529 | 0.3409 | 1.1529 | 1.0737 |
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- | No log | 5.0 | 330 | 1.1403 | 0.3409 | 1.1403 | 1.0678 |
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- | No log | 5.0303 | 332 | 1.1331 | 0.3409 | 1.1331 | 1.0645 |
218
- | No log | 5.0606 | 334 | 1.1047 | 0.3103 | 1.1047 | 1.0510 |
219
- | No log | 5.0909 | 336 | 1.1009 | 0.2323 | 1.1009 | 1.0492 |
220
- | No log | 5.1212 | 338 | 1.1055 | 0.1546 | 1.1055 | 1.0514 |
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- | No log | 5.1515 | 340 | 1.1349 | 0.1649 | 1.1349 | 1.0653 |
222
- | No log | 5.1818 | 342 | 1.1294 | 0.2579 | 1.1294 | 1.0627 |
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- | No log | 5.2121 | 344 | 1.1295 | 0.3350 | 1.1295 | 1.0628 |
224
- | No log | 5.2424 | 346 | 1.1379 | 0.3753 | 1.1379 | 1.0667 |
225
- | No log | 5.2727 | 348 | 1.1216 | 0.2857 | 1.1216 | 1.0590 |
226
- | No log | 5.3030 | 350 | 1.1309 | 0.1818 | 1.1309 | 1.0634 |
227
- | No log | 5.3333 | 352 | 1.2636 | 0.3197 | 1.2636 | 1.1241 |
228
- | No log | 5.3636 | 354 | 1.2587 | 0.2480 | 1.2587 | 1.1219 |
229
- | No log | 5.3939 | 356 | 1.1431 | 0.2049 | 1.1431 | 1.0691 |
230
- | No log | 5.4242 | 358 | 1.0972 | 0.2857 | 1.0972 | 1.0475 |
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- | No log | 5.4545 | 360 | 1.0885 | 0.3045 | 1.0885 | 1.0433 |
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- | No log | 5.4848 | 362 | 1.0969 | 0.3861 | 1.0969 | 1.0473 |
233
- | No log | 5.5152 | 364 | 1.1447 | 0.3662 | 1.1447 | 1.0699 |
234
- | No log | 5.5455 | 366 | 1.1628 | 0.3554 | 1.1628 | 1.0783 |
235
- | No log | 5.5758 | 368 | 1.1877 | 0.3231 | 1.1877 | 1.0898 |
236
- | No log | 5.6061 | 370 | 1.1662 | 0.3049 | 1.1662 | 1.0799 |
237
- | No log | 5.6364 | 372 | 1.1976 | 0.3608 | 1.1976 | 1.0943 |
238
- | No log | 5.6667 | 374 | 1.2137 | 0.2794 | 1.2137 | 1.1017 |
239
- | No log | 5.6970 | 376 | 1.1880 | 0.2250 | 1.1880 | 1.0899 |
240
- | No log | 5.7273 | 378 | 1.1006 | 0.1727 | 1.1006 | 1.0491 |
241
- | No log | 5.7576 | 380 | 1.0660 | 0.1504 | 1.0660 | 1.0325 |
242
- | No log | 5.7879 | 382 | 1.0762 | 0.2108 | 1.0762 | 1.0374 |
243
- | No log | 5.8182 | 384 | 1.1035 | 0.2463 | 1.1035 | 1.0505 |
244
- | No log | 5.8485 | 386 | 1.2098 | 0.2541 | 1.2098 | 1.0999 |
245
- | No log | 5.8788 | 388 | 1.3949 | 0.2539 | 1.3949 | 1.1811 |
246
- | No log | 5.9091 | 390 | 1.4492 | 0.2551 | 1.4492 | 1.2038 |
247
- | No log | 5.9394 | 392 | 1.3660 | 0.2993 | 1.3660 | 1.1688 |
248
- | No log | 5.9697 | 394 | 1.1816 | 0.3341 | 1.1816 | 1.0870 |
249
- | No log | 6.0 | 396 | 1.0729 | 0.2347 | 1.0729 | 1.0358 |
250
- | No log | 6.0303 | 398 | 1.1074 | 0.2440 | 1.1074 | 1.0523 |
251
- | No log | 6.0606 | 400 | 1.1174 | 0.2514 | 1.1174 | 1.0571 |
252
- | No log | 6.0909 | 402 | 1.0755 | 0.2147 | 1.0755 | 1.0371 |
253
- | No log | 6.1212 | 404 | 1.0949 | 0.2605 | 1.0949 | 1.0464 |
254
- | No log | 6.1515 | 406 | 1.1234 | 0.2632 | 1.1234 | 1.0599 |
255
- | No log | 6.1818 | 408 | 1.0918 | 0.2674 | 1.0918 | 1.0449 |
256
- | No log | 6.2121 | 410 | 1.0659 | 0.2166 | 1.0659 | 1.0324 |
257
- | No log | 6.2424 | 412 | 1.1638 | 0.2311 | 1.1638 | 1.0788 |
258
- | No log | 6.2727 | 414 | 1.1926 | 0.2311 | 1.1926 | 1.0921 |
259
- | No log | 6.3030 | 416 | 1.1183 | 0.2714 | 1.1183 | 1.0575 |
260
- | No log | 6.3333 | 418 | 1.0409 | 0.2279 | 1.0409 | 1.0202 |
261
- | No log | 6.3636 | 420 | 1.0417 | 0.2954 | 1.0417 | 1.0206 |
262
- | No log | 6.3939 | 422 | 1.0503 | 0.3398 | 1.0503 | 1.0248 |
263
- | No log | 6.4242 | 424 | 1.0461 | 0.1953 | 1.0461 | 1.0228 |
264
- | No log | 6.4545 | 426 | 1.0313 | 0.2721 | 1.0313 | 1.0155 |
265
- | No log | 6.4848 | 428 | 1.0241 | 0.2721 | 1.0241 | 1.0120 |
266
- | No log | 6.5152 | 430 | 1.0030 | 0.1616 | 1.0030 | 1.0015 |
267
- | No log | 6.5455 | 432 | 0.9974 | 0.1767 | 0.9974 | 0.9987 |
268
- | No log | 6.5758 | 434 | 0.9985 | 0.2528 | 0.9985 | 0.9993 |
269
- | No log | 6.6061 | 436 | 1.0431 | 0.2929 | 1.0431 | 1.0213 |
270
- | No log | 6.6364 | 438 | 1.1055 | 0.3290 | 1.1055 | 1.0514 |
271
- | No log | 6.6667 | 440 | 1.1462 | 0.3191 | 1.1462 | 1.0706 |
272
- | No log | 6.6970 | 442 | 1.1460 | 0.3390 | 1.1460 | 1.0705 |
273
- | No log | 6.7273 | 444 | 1.1394 | 0.3662 | 1.1394 | 1.0674 |
274
- | No log | 6.7576 | 446 | 1.1234 | 0.3103 | 1.1234 | 1.0599 |
275
- | No log | 6.7879 | 448 | 1.1158 | 0.3310 | 1.1158 | 1.0563 |
276
- | No log | 6.8182 | 450 | 1.0824 | 0.2562 | 1.0824 | 1.0404 |
277
- | No log | 6.8485 | 452 | 1.0710 | 0.2562 | 1.0710 | 1.0349 |
278
- | No log | 6.8788 | 454 | 1.0233 | 0.2360 | 1.0233 | 1.0116 |
279
- | No log | 6.9091 | 456 | 0.9958 | 0.3056 | 0.9958 | 0.9979 |
280
- | No log | 6.9394 | 458 | 0.9988 | 0.3056 | 0.9988 | 0.9994 |
281
- | No log | 6.9697 | 460 | 1.0327 | 0.3268 | 1.0327 | 1.0162 |
282
- | No log | 7.0 | 462 | 1.0955 | 0.3807 | 1.0955 | 1.0466 |
283
- | No log | 7.0303 | 464 | 1.1703 | 0.3649 | 1.1703 | 1.0818 |
284
- | No log | 7.0606 | 466 | 1.1312 | 0.3844 | 1.1312 | 1.0636 |
285
- | No log | 7.0909 | 468 | 1.0589 | 0.3572 | 1.0589 | 1.0290 |
286
- | No log | 7.1212 | 470 | 1.0248 | 0.3097 | 1.0248 | 1.0123 |
287
- | No log | 7.1515 | 472 | 1.0646 | 0.3250 | 1.0646 | 1.0318 |
288
- | No log | 7.1818 | 474 | 1.0746 | 0.2807 | 1.0746 | 1.0366 |
289
- | No log | 7.2121 | 476 | 1.0914 | 0.2669 | 1.0914 | 1.0447 |
290
- | No log | 7.2424 | 478 | 1.1057 | 0.2255 | 1.1057 | 1.0515 |
291
- | No log | 7.2727 | 480 | 1.1203 | 0.1693 | 1.1203 | 1.0584 |
292
- | No log | 7.3030 | 482 | 1.1261 | 0.1812 | 1.1261 | 1.0612 |
293
- | No log | 7.3333 | 484 | 1.1233 | 0.2654 | 1.1233 | 1.0599 |
294
- | No log | 7.3636 | 486 | 1.1429 | 0.3732 | 1.1429 | 1.0691 |
295
- | No log | 7.3939 | 488 | 1.1251 | 0.3732 | 1.1251 | 1.0607 |
296
- | No log | 7.4242 | 490 | 1.1030 | 0.3463 | 1.1030 | 1.0502 |
297
- | No log | 7.4545 | 492 | 1.1154 | 0.3621 | 1.1154 | 1.0561 |
298
- | No log | 7.4848 | 494 | 1.1340 | 0.3103 | 1.1340 | 1.0649 |
299
- | No log | 7.5152 | 496 | 1.1288 | 0.3399 | 1.1288 | 1.0624 |
300
- | No log | 7.5455 | 498 | 1.1201 | 0.3124 | 1.1201 | 1.0584 |
301
- | 0.3276 | 7.5758 | 500 | 1.1081 | 0.3124 | 1.1081 | 1.0527 |
302
- | 0.3276 | 7.6061 | 502 | 1.1158 | 0.2321 | 1.1158 | 1.0563 |
303
- | 0.3276 | 7.6364 | 504 | 1.1575 | 0.2087 | 1.1575 | 1.0759 |
304
- | 0.3276 | 7.6667 | 506 | 1.1858 | 0.2519 | 1.1858 | 1.0889 |
305
- | 0.3276 | 7.6970 | 508 | 1.2180 | 0.3207 | 1.2180 | 1.1037 |
306
- | 0.3276 | 7.7273 | 510 | 1.2349 | 0.2882 | 1.2349 | 1.1113 |
307
- | 0.3276 | 7.7576 | 512 | 1.1802 | 0.3207 | 1.1802 | 1.0864 |
308
- | 0.3276 | 7.7879 | 514 | 1.1455 | 0.3357 | 1.1455 | 1.0703 |
309
- | 0.3276 | 7.8182 | 516 | 1.1076 | 0.3089 | 1.1076 | 1.0524 |
310
- | 0.3276 | 7.8485 | 518 | 1.1125 | 0.2628 | 1.1125 | 1.0548 |
311
- | 0.3276 | 7.8788 | 520 | 1.0688 | 0.1808 | 1.0688 | 1.0338 |
312
- | 0.3276 | 7.9091 | 522 | 1.0655 | 0.2147 | 1.0655 | 1.0322 |
313
- | 0.3276 | 7.9394 | 524 | 1.0738 | 0.2003 | 1.0738 | 1.0363 |
314
 
315
 
316
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_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_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_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: 1.0338
19
+ - Qwk: 0.2263
20
+ - Mse: 1.0338
21
+ - Rmse: 1.0168
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0278 | 2 | 3.8015 | -0.0387 | 3.8015 | 1.9497 |
53
+ | No log | 0.0556 | 4 | 2.0439 | -0.0139 | 2.0439 | 1.4296 |
54
+ | No log | 0.0833 | 6 | 1.3448 | 0.0302 | 1.3448 | 1.1596 |
55
+ | No log | 0.1111 | 8 | 1.1231 | 0.1810 | 1.1231 | 1.0598 |
56
+ | No log | 0.1389 | 10 | 1.1408 | 0.1962 | 1.1408 | 1.0681 |
57
+ | No log | 0.1667 | 12 | 1.5141 | -0.0197 | 1.5141 | 1.2305 |
58
+ | No log | 0.1944 | 14 | 1.5461 | 0.0455 | 1.5461 | 1.2434 |
59
+ | No log | 0.2222 | 16 | 1.2503 | 0.2247 | 1.2503 | 1.1182 |
60
+ | No log | 0.25 | 18 | 0.9803 | 0.2239 | 0.9803 | 0.9901 |
61
+ | No log | 0.2778 | 20 | 1.0360 | 0.1927 | 1.0360 | 1.0179 |
62
+ | No log | 0.3056 | 22 | 0.9874 | 0.2251 | 0.9874 | 0.9937 |
63
+ | No log | 0.3333 | 24 | 1.0643 | 0.2711 | 1.0643 | 1.0317 |
64
+ | No log | 0.3611 | 26 | 1.1605 | 0.1979 | 1.1605 | 1.0773 |
65
+ | No log | 0.3889 | 28 | 1.2748 | 0.2752 | 1.2748 | 1.1291 |
66
+ | No log | 0.4167 | 30 | 1.0840 | 0.2343 | 1.0840 | 1.0411 |
67
+ | No log | 0.4444 | 32 | 0.9507 | 0.3435 | 0.9507 | 0.9750 |
68
+ | No log | 0.4722 | 34 | 1.1055 | 0.2095 | 1.1055 | 1.0514 |
69
+ | No log | 0.5 | 36 | 1.0928 | 0.2611 | 1.0928 | 1.0454 |
70
+ | No log | 0.5278 | 38 | 0.9822 | 0.3243 | 0.9822 | 0.9911 |
71
+ | No log | 0.5556 | 40 | 1.2409 | 0.3108 | 1.2409 | 1.1140 |
72
+ | No log | 0.5833 | 42 | 1.4121 | 0.2283 | 1.4121 | 1.1883 |
73
+ | No log | 0.6111 | 44 | 1.2733 | 0.2376 | 1.2733 | 1.1284 |
74
+ | No log | 0.6389 | 46 | 1.0462 | 0.3578 | 1.0462 | 1.0228 |
75
+ | No log | 0.6667 | 48 | 0.9756 | 0.3447 | 0.9756 | 0.9877 |
76
+ | No log | 0.6944 | 50 | 0.9923 | 0.3256 | 0.9923 | 0.9961 |
77
+ | No log | 0.7222 | 52 | 1.0149 | 0.2972 | 1.0149 | 1.0074 |
78
+ | No log | 0.75 | 54 | 0.9950 | 0.2911 | 0.9950 | 0.9975 |
79
+ | No log | 0.7778 | 56 | 1.0027 | 0.3332 | 1.0027 | 1.0014 |
80
+ | No log | 0.8056 | 58 | 1.0155 | 0.4048 | 1.0155 | 1.0077 |
81
+ | No log | 0.8333 | 60 | 0.9733 | 0.3785 | 0.9733 | 0.9865 |
82
+ | No log | 0.8611 | 62 | 1.1057 | 0.2172 | 1.1057 | 1.0515 |
83
+ | No log | 0.8889 | 64 | 1.6857 | 0.0999 | 1.6857 | 1.2984 |
84
+ | No log | 0.9167 | 66 | 1.9563 | -0.0509 | 1.9563 | 1.3987 |
85
+ | No log | 0.9444 | 68 | 1.5470 | 0.1321 | 1.5470 | 1.2438 |
86
+ | No log | 0.9722 | 70 | 1.0577 | 0.3217 | 1.0577 | 1.0284 |
87
+ | No log | 1.0 | 72 | 0.9233 | 0.3964 | 0.9233 | 0.9609 |
88
+ | No log | 1.0278 | 74 | 0.9194 | 0.4410 | 0.9194 | 0.9588 |
89
+ | No log | 1.0556 | 76 | 0.8983 | 0.3806 | 0.8983 | 0.9478 |
90
+ | No log | 1.0833 | 78 | 0.9662 | 0.4094 | 0.9662 | 0.9830 |
91
+ | No log | 1.1111 | 80 | 1.0201 | 0.3400 | 1.0201 | 1.0100 |
92
+ | No log | 1.1389 | 82 | 1.0060 | 0.2944 | 1.0060 | 1.0030 |
93
+ | No log | 1.1667 | 84 | 1.0013 | 0.3129 | 1.0013 | 1.0007 |
94
+ | No log | 1.1944 | 86 | 1.0986 | 0.3316 | 1.0986 | 1.0481 |
95
+ | No log | 1.2222 | 88 | 1.0418 | 0.2747 | 1.0418 | 1.0207 |
96
+ | No log | 1.25 | 90 | 0.9471 | 0.3958 | 0.9471 | 0.9732 |
97
+ | No log | 1.2778 | 92 | 0.8995 | 0.3959 | 0.8995 | 0.9484 |
98
+ | No log | 1.3056 | 94 | 0.8822 | 0.4647 | 0.8822 | 0.9392 |
99
+ | No log | 1.3333 | 96 | 0.8803 | 0.4720 | 0.8803 | 0.9383 |
100
+ | No log | 1.3611 | 98 | 0.8578 | 0.4553 | 0.8578 | 0.9262 |
101
+ | No log | 1.3889 | 100 | 0.8677 | 0.4244 | 0.8677 | 0.9315 |
102
+ | No log | 1.4167 | 102 | 0.8913 | 0.4244 | 0.8913 | 0.9441 |
103
+ | No log | 1.4444 | 104 | 0.9121 | 0.3744 | 0.9121 | 0.9550 |
104
+ | No log | 1.4722 | 106 | 0.9494 | 0.3968 | 0.9494 | 0.9744 |
105
+ | No log | 1.5 | 108 | 0.9366 | 0.4493 | 0.9366 | 0.9678 |
106
+ | No log | 1.5278 | 110 | 0.8620 | 0.4691 | 0.8620 | 0.9284 |
107
+ | No log | 1.5556 | 112 | 0.8280 | 0.4514 | 0.8280 | 0.9099 |
108
+ | No log | 1.5833 | 114 | 0.8415 | 0.4155 | 0.8415 | 0.9173 |
109
+ | No log | 1.6111 | 116 | 0.9017 | 0.4218 | 0.9017 | 0.9496 |
110
+ | No log | 1.6389 | 118 | 0.9059 | 0.4433 | 0.9059 | 0.9518 |
111
+ | No log | 1.6667 | 120 | 0.9022 | 0.4428 | 0.9022 | 0.9498 |
112
+ | No log | 1.6944 | 122 | 0.9150 | 0.4428 | 0.9150 | 0.9565 |
113
+ | No log | 1.7222 | 124 | 0.8834 | 0.4889 | 0.8834 | 0.9399 |
114
+ | No log | 1.75 | 126 | 0.9270 | 0.3945 | 0.9270 | 0.9628 |
115
+ | No log | 1.7778 | 128 | 1.0333 | 0.3881 | 1.0333 | 1.0165 |
116
+ | No log | 1.8056 | 130 | 1.0347 | 0.3897 | 1.0347 | 1.0172 |
117
+ | No log | 1.8333 | 132 | 1.0385 | 0.3778 | 1.0385 | 1.0191 |
118
+ | No log | 1.8611 | 134 | 0.9146 | 0.3615 | 0.9146 | 0.9563 |
119
+ | No log | 1.8889 | 136 | 0.8835 | 0.3367 | 0.8835 | 0.9400 |
120
+ | No log | 1.9167 | 138 | 0.8656 | 0.3465 | 0.8656 | 0.9304 |
121
+ | No log | 1.9444 | 140 | 0.8810 | 0.3687 | 0.8810 | 0.9386 |
122
+ | No log | 1.9722 | 142 | 0.9071 | 0.3668 | 0.9071 | 0.9524 |
123
+ | No log | 2.0 | 144 | 0.8804 | 0.3668 | 0.8804 | 0.9383 |
124
+ | No log | 2.0278 | 146 | 0.8460 | 0.3272 | 0.8460 | 0.9198 |
125
+ | No log | 2.0556 | 148 | 0.8546 | 0.3552 | 0.8546 | 0.9244 |
126
+ | No log | 2.0833 | 150 | 0.8573 | 0.3820 | 0.8573 | 0.9259 |
127
+ | No log | 2.1111 | 152 | 0.8632 | 0.4264 | 0.8632 | 0.9291 |
128
+ | No log | 2.1389 | 154 | 0.9885 | 0.4579 | 0.9885 | 0.9942 |
129
+ | No log | 2.1667 | 156 | 1.0313 | 0.4356 | 1.0313 | 1.0155 |
130
+ | No log | 2.1944 | 158 | 0.9654 | 0.4586 | 0.9654 | 0.9825 |
131
+ | No log | 2.2222 | 160 | 0.9034 | 0.3465 | 0.9034 | 0.9505 |
132
+ | No log | 2.25 | 162 | 0.9010 | 0.5312 | 0.9010 | 0.9492 |
133
+ | No log | 2.2778 | 164 | 1.1209 | 0.3961 | 1.1209 | 1.0587 |
134
+ | No log | 2.3056 | 166 | 1.0496 | 0.4510 | 1.0496 | 1.0245 |
135
+ | No log | 2.3333 | 168 | 0.8677 | 0.5021 | 0.8677 | 0.9315 |
136
+ | No log | 2.3611 | 170 | 0.9002 | 0.4395 | 0.9002 | 0.9488 |
137
+ | No log | 2.3889 | 172 | 1.1106 | 0.3847 | 1.1106 | 1.0539 |
138
+ | No log | 2.4167 | 174 | 1.1831 | 0.3021 | 1.1831 | 1.0877 |
139
+ | No log | 2.4444 | 176 | 1.1091 | 0.3314 | 1.1091 | 1.0531 |
140
+ | No log | 2.4722 | 178 | 1.0940 | 0.3578 | 1.0940 | 1.0460 |
141
+ | No log | 2.5 | 180 | 1.1281 | 0.3298 | 1.1281 | 1.0621 |
142
+ | No log | 2.5278 | 182 | 1.1745 | 0.3624 | 1.1745 | 1.0837 |
143
+ | No log | 2.5556 | 184 | 1.1962 | 0.3624 | 1.1962 | 1.0937 |
144
+ | No log | 2.5833 | 186 | 1.1050 | 0.3641 | 1.1050 | 1.0512 |
145
+ | No log | 2.6111 | 188 | 1.0856 | 0.3596 | 1.0856 | 1.0419 |
146
+ | No log | 2.6389 | 190 | 1.1782 | 0.3578 | 1.1782 | 1.0855 |
147
+ | No log | 2.6667 | 192 | 1.3274 | 0.3383 | 1.3274 | 1.1521 |
148
+ | No log | 2.6944 | 194 | 1.3447 | 0.3158 | 1.3447 | 1.1596 |
149
+ | No log | 2.7222 | 196 | 1.2545 | 0.3344 | 1.2545 | 1.1200 |
150
+ | No log | 2.75 | 198 | 1.1711 | 0.3741 | 1.1711 | 1.0822 |
151
+ | No log | 2.7778 | 200 | 1.1245 | 0.3721 | 1.1245 | 1.0604 |
152
+ | No log | 2.8056 | 202 | 1.1375 | 0.3699 | 1.1375 | 1.0665 |
153
+ | No log | 2.8333 | 204 | 1.1968 | 0.3553 | 1.1968 | 1.0940 |
154
+ | No log | 2.8611 | 206 | 1.2046 | 0.3553 | 1.2046 | 1.0975 |
155
+ | No log | 2.8889 | 208 | 1.1245 | 0.3790 | 1.1245 | 1.0604 |
156
+ | No log | 2.9167 | 210 | 0.9902 | 0.3584 | 0.9902 | 0.9951 |
157
+ | No log | 2.9444 | 212 | 0.9525 | 0.3551 | 0.9525 | 0.9760 |
158
+ | No log | 2.9722 | 214 | 0.9699 | 0.2723 | 0.9699 | 0.9848 |
159
+ | No log | 3.0 | 216 | 1.0296 | 0.2886 | 1.0296 | 1.0147 |
160
+ | No log | 3.0278 | 218 | 1.1649 | 0.3391 | 1.1649 | 1.0793 |
161
+ | No log | 3.0556 | 220 | 1.2851 | 0.3703 | 1.2851 | 1.1336 |
162
+ | No log | 3.0833 | 222 | 1.4030 | 0.3722 | 1.4030 | 1.1845 |
163
+ | No log | 3.1111 | 224 | 1.2955 | 0.3755 | 1.2955 | 1.1382 |
164
+ | No log | 3.1389 | 226 | 1.0725 | 0.4156 | 1.0725 | 1.0356 |
165
+ | No log | 3.1667 | 228 | 0.9940 | 0.4299 | 0.9940 | 0.9970 |
166
+ | No log | 3.1944 | 230 | 1.0304 | 0.4470 | 1.0304 | 1.0151 |
167
+ | No log | 3.2222 | 232 | 1.0292 | 0.4111 | 1.0292 | 1.0145 |
168
+ | No log | 3.25 | 234 | 0.9904 | 0.3298 | 0.9904 | 0.9952 |
169
+ | No log | 3.2778 | 236 | 0.9849 | 0.3687 | 0.9849 | 0.9924 |
170
+ | No log | 3.3056 | 238 | 1.0359 | 0.3863 | 1.0359 | 1.0178 |
171
+ | No log | 3.3333 | 240 | 1.0654 | 0.3913 | 1.0654 | 1.0322 |
172
+ | No log | 3.3611 | 242 | 1.1143 | 0.3928 | 1.1143 | 1.0556 |
173
+ | No log | 3.3889 | 244 | 1.0624 | 0.3928 | 1.0624 | 1.0308 |
174
+ | No log | 3.4167 | 246 | 1.0131 | 0.3826 | 1.0131 | 1.0065 |
175
+ | No log | 3.4444 | 248 | 0.9719 | 0.3124 | 0.9719 | 0.9858 |
176
+ | No log | 3.4722 | 250 | 0.9948 | 0.3124 | 0.9948 | 0.9974 |
177
+ | No log | 3.5 | 252 | 1.0560 | 0.3826 | 1.0560 | 1.0276 |
178
+ | No log | 3.5278 | 254 | 1.0755 | 0.3880 | 1.0755 | 1.0370 |
179
+ | No log | 3.5556 | 256 | 1.0567 | 0.3880 | 1.0567 | 1.0279 |
180
+ | No log | 3.5833 | 258 | 1.0034 | 0.4218 | 1.0034 | 1.0017 |
181
+ | No log | 3.6111 | 260 | 0.9569 | 0.4444 | 0.9569 | 0.9782 |
182
+ | No log | 3.6389 | 262 | 0.9080 | 0.3902 | 0.9080 | 0.9529 |
183
+ | No log | 3.6667 | 264 | 0.8888 | 0.4169 | 0.8888 | 0.9428 |
184
+ | No log | 3.6944 | 266 | 0.8957 | 0.3902 | 0.8957 | 0.9464 |
185
+ | No log | 3.7222 | 268 | 0.8881 | 0.3902 | 0.8881 | 0.9424 |
186
+ | No log | 3.75 | 270 | 0.9036 | 0.3902 | 0.9036 | 0.9506 |
187
+ | No log | 3.7778 | 272 | 0.9149 | 0.4115 | 0.9149 | 0.9565 |
188
+ | No log | 3.8056 | 274 | 0.9242 | 0.4166 | 0.9242 | 0.9614 |
189
+ | No log | 3.8333 | 276 | 0.8942 | 0.4175 | 0.8942 | 0.9456 |
190
+ | No log | 3.8611 | 278 | 0.9046 | 0.3914 | 0.9046 | 0.9511 |
191
+ | No log | 3.8889 | 280 | 0.8962 | 0.3914 | 0.8962 | 0.9467 |
192
+ | No log | 3.9167 | 282 | 0.8550 | 0.3781 | 0.8550 | 0.9247 |
193
+ | No log | 3.9444 | 284 | 0.8940 | 0.4984 | 0.8940 | 0.9455 |
194
+ | No log | 3.9722 | 286 | 0.9259 | 0.4444 | 0.9259 | 0.9622 |
195
+ | No log | 4.0 | 288 | 0.8617 | 0.4208 | 0.8617 | 0.9283 |
196
+ | No log | 4.0278 | 290 | 0.8981 | 0.3914 | 0.8981 | 0.9477 |
197
+ | No log | 4.0556 | 292 | 0.8771 | 0.3897 | 0.8771 | 0.9365 |
198
+ | No log | 4.0833 | 294 | 0.8557 | 0.4025 | 0.8557 | 0.9250 |
199
+ | No log | 4.1111 | 296 | 0.8476 | 0.3896 | 0.8476 | 0.9206 |
200
+ | No log | 4.1389 | 298 | 0.8567 | 0.3879 | 0.8567 | 0.9256 |
201
+ | No log | 4.1667 | 300 | 0.8764 | 0.3897 | 0.8764 | 0.9362 |
202
+ | No log | 4.1944 | 302 | 0.8395 | 0.3897 | 0.8395 | 0.9163 |
203
+ | No log | 4.2222 | 304 | 0.8397 | 0.3358 | 0.8397 | 0.9164 |
204
+ | No log | 4.25 | 306 | 0.8780 | 0.3223 | 0.8780 | 0.9370 |
205
+ | No log | 4.2778 | 308 | 0.9463 | 0.3861 | 0.9463 | 0.9728 |
206
+ | No log | 4.3056 | 310 | 0.8964 | 0.3202 | 0.8964 | 0.9468 |
207
+ | No log | 4.3333 | 312 | 0.8709 | 0.3795 | 0.8709 | 0.9332 |
208
+ | No log | 4.3611 | 314 | 0.9716 | 0.4396 | 0.9716 | 0.9857 |
209
+ | No log | 4.3889 | 316 | 0.9860 | 0.4140 | 0.9860 | 0.9930 |
210
+ | No log | 4.4167 | 318 | 0.9226 | 0.3236 | 0.9226 | 0.9605 |
211
+ | No log | 4.4444 | 320 | 0.9897 | 0.3124 | 0.9897 | 0.9948 |
212
+ | No log | 4.4722 | 322 | 1.2114 | 0.3553 | 1.2114 | 1.1007 |
213
+ | No log | 4.5 | 324 | 1.2566 | 0.3601 | 1.2566 | 1.1210 |
214
+ | No log | 4.5278 | 326 | 1.1946 | 0.3829 | 1.1946 | 1.0930 |
215
+ | No log | 4.5556 | 328 | 1.0338 | 0.3558 | 1.0338 | 1.0167 |
216
+ | No log | 4.5833 | 330 | 0.9715 | 0.3842 | 0.9715 | 0.9856 |
217
+ | No log | 4.6111 | 332 | 0.9427 | 0.3338 | 0.9427 | 0.9709 |
218
+ | No log | 4.6389 | 334 | 0.9341 | 0.3822 | 0.9341 | 0.9665 |
219
+ | No log | 4.6667 | 336 | 0.9409 | 0.3957 | 0.9409 | 0.9700 |
220
+ | No log | 4.6944 | 338 | 0.9241 | 0.3957 | 0.9241 | 0.9613 |
221
+ | No log | 4.7222 | 340 | 0.8712 | 0.4335 | 0.8712 | 0.9334 |
222
+ | No log | 4.75 | 342 | 0.8479 | 0.4261 | 0.8479 | 0.9208 |
223
+ | No log | 4.7778 | 344 | 0.8514 | 0.3095 | 0.8514 | 0.9227 |
224
+ | No log | 4.8056 | 346 | 0.8442 | 0.3095 | 0.8442 | 0.9188 |
225
+ | No log | 4.8333 | 348 | 0.8408 | 0.3977 | 0.8408 | 0.9170 |
226
+ | No log | 4.8611 | 350 | 0.9083 | 0.3957 | 0.9083 | 0.9530 |
227
+ | No log | 4.8889 | 352 | 1.0533 | 0.3808 | 1.0533 | 1.0263 |
228
+ | No log | 4.9167 | 354 | 1.1153 | 0.3985 | 1.1153 | 1.0561 |
229
+ | No log | 4.9444 | 356 | 1.0563 | 0.3972 | 1.0563 | 1.0278 |
230
+ | No log | 4.9722 | 358 | 1.0135 | 0.3956 | 1.0135 | 1.0067 |
231
+ | No log | 5.0 | 360 | 1.0528 | 0.3956 | 1.0528 | 1.0261 |
232
+ | No log | 5.0278 | 362 | 1.0954 | 0.3921 | 1.0954 | 1.0466 |
233
+ | No log | 5.0556 | 364 | 1.0699 | 0.3938 | 1.0699 | 1.0344 |
234
+ | No log | 5.0833 | 366 | 1.0841 | 0.3921 | 1.0841 | 1.0412 |
235
+ | No log | 5.1111 | 368 | 1.0546 | 0.3921 | 1.0546 | 1.0269 |
236
+ | No log | 5.1389 | 370 | 0.9925 | 0.3691 | 0.9925 | 0.9962 |
237
+ | No log | 5.1667 | 372 | 0.9601 | 0.3005 | 0.9601 | 0.9798 |
238
+ | No log | 5.1944 | 374 | 0.9667 | 0.3005 | 0.9667 | 0.9832 |
239
+ | No log | 5.2222 | 376 | 1.0174 | 0.3363 | 1.0174 | 1.0087 |
240
+ | No log | 5.25 | 378 | 1.0755 | 0.3511 | 1.0755 | 1.0371 |
241
+ | No log | 5.2778 | 380 | 1.1215 | 0.3808 | 1.1215 | 1.0590 |
242
+ | No log | 5.3056 | 382 | 1.1069 | 0.3787 | 1.1069 | 1.0521 |
243
+ | No log | 5.3333 | 384 | 1.0623 | 0.3787 | 1.0623 | 1.0307 |
244
+ | No log | 5.3611 | 386 | 1.0543 | 0.3424 | 1.0543 | 1.0268 |
245
+ | No log | 5.3889 | 388 | 1.0025 | 0.3361 | 1.0025 | 1.0013 |
246
+ | No log | 5.4167 | 390 | 0.9928 | 0.2655 | 0.9928 | 0.9964 |
247
+ | No log | 5.4444 | 392 | 1.0042 | 0.1927 | 1.0042 | 1.0021 |
248
+ | No log | 5.4722 | 394 | 1.0074 | 0.1927 | 1.0074 | 1.0037 |
249
+ | No log | 5.5 | 396 | 0.9658 | 0.1927 | 0.9658 | 0.9828 |
250
+ | No log | 5.5278 | 398 | 0.9081 | 0.2499 | 0.9081 | 0.9529 |
251
+ | No log | 5.5556 | 400 | 0.8621 | 0.3285 | 0.8621 | 0.9285 |
252
+ | No log | 5.5833 | 402 | 0.8447 | 0.3974 | 0.8447 | 0.9191 |
253
+ | No log | 5.6111 | 404 | 0.7834 | 0.4388 | 0.7834 | 0.8851 |
254
+ | No log | 5.6389 | 406 | 0.8045 | 0.4462 | 0.8045 | 0.8969 |
255
+ | No log | 5.6667 | 408 | 0.8008 | 0.4180 | 0.8008 | 0.8949 |
256
+ | No log | 5.6944 | 410 | 0.7744 | 0.4119 | 0.7744 | 0.8800 |
257
+ | No log | 5.7222 | 412 | 0.8778 | 0.3861 | 0.8778 | 0.9369 |
258
+ | No log | 5.75 | 414 | 1.0305 | 0.4458 | 1.0305 | 1.0152 |
259
+ | No log | 5.7778 | 416 | 1.0575 | 0.4458 | 1.0575 | 1.0284 |
260
+ | No log | 5.8056 | 418 | 0.9561 | 0.3913 | 0.9561 | 0.9778 |
261
+ | No log | 5.8333 | 420 | 0.9395 | 0.3897 | 0.9395 | 0.9693 |
262
+ | No log | 5.8611 | 422 | 0.9616 | 0.3654 | 0.9616 | 0.9806 |
263
+ | No log | 5.8889 | 424 | 0.9968 | 0.3921 | 0.9968 | 0.9984 |
264
+ | No log | 5.9167 | 426 | 0.9959 | 0.3648 | 0.9959 | 0.9980 |
265
+ | No log | 5.9444 | 428 | 0.9815 | 0.3278 | 0.9815 | 0.9907 |
266
+ | No log | 5.9722 | 430 | 0.9375 | 0.3577 | 0.9375 | 0.9683 |
267
+ | No log | 6.0 | 432 | 0.9339 | 0.3577 | 0.9339 | 0.9664 |
268
+ | No log | 6.0278 | 434 | 0.9521 | 0.3558 | 0.9521 | 0.9758 |
269
+ | No log | 6.0556 | 436 | 1.0083 | 0.3511 | 1.0083 | 1.0042 |
270
+ | No log | 6.0833 | 438 | 1.0670 | 0.3222 | 1.0670 | 1.0330 |
271
+ | No log | 6.1111 | 440 | 1.1570 | 0.3654 | 1.1570 | 1.0757 |
272
+ | No log | 6.1389 | 442 | 1.1796 | 0.3546 | 1.1796 | 1.0861 |
273
+ | No log | 6.1667 | 444 | 1.1154 | 0.3787 | 1.1154 | 1.0561 |
274
+ | No log | 6.1944 | 446 | 1.0117 | 0.3472 | 1.0117 | 1.0058 |
275
+ | No log | 6.2222 | 448 | 0.9543 | 0.2228 | 0.9543 | 0.9769 |
276
+ | No log | 6.25 | 450 | 0.9475 | 0.2651 | 0.9475 | 0.9734 |
277
+ | No log | 6.2778 | 452 | 0.9798 | 0.2346 | 0.9798 | 0.9898 |
278
+ | No log | 6.3056 | 454 | 1.0599 | 0.2325 | 1.0599 | 1.0295 |
279
+ | No log | 6.3333 | 456 | 1.1369 | 0.3374 | 1.1369 | 1.0663 |
280
+ | No log | 6.3611 | 458 | 1.1778 | 0.3135 | 1.1778 | 1.0852 |
281
+ | No log | 6.3889 | 460 | 1.1621 | 0.3761 | 1.1621 | 1.0780 |
282
+ | No log | 6.4167 | 462 | 1.0528 | 0.3677 | 1.0528 | 1.0261 |
283
+ | No log | 6.4444 | 464 | 0.9640 | 0.3824 | 0.9640 | 0.9819 |
284
+ | No log | 6.4722 | 466 | 0.9313 | 0.2951 | 0.9313 | 0.9650 |
285
+ | No log | 6.5 | 468 | 0.9523 | 0.3771 | 0.9523 | 0.9759 |
286
+ | No log | 6.5278 | 470 | 0.9585 | 0.3790 | 0.9585 | 0.9790 |
287
+ | No log | 6.5556 | 472 | 0.9810 | 0.4253 | 0.9810 | 0.9904 |
288
+ | No log | 6.5833 | 474 | 0.9529 | 0.4234 | 0.9529 | 0.9762 |
289
+ | No log | 6.6111 | 476 | 0.9137 | 0.4471 | 0.9137 | 0.9559 |
290
+ | No log | 6.6389 | 478 | 0.8776 | 0.3285 | 0.8776 | 0.9368 |
291
+ | No log | 6.6667 | 480 | 0.8399 | 0.3859 | 0.8399 | 0.9165 |
292
+ | No log | 6.6944 | 482 | 0.8264 | 0.3878 | 0.8264 | 0.9091 |
293
+ | No log | 6.7222 | 484 | 0.8143 | 0.4012 | 0.8143 | 0.9024 |
294
+ | No log | 6.75 | 486 | 0.8081 | 0.4128 | 0.8081 | 0.8990 |
295
+ | No log | 6.7778 | 488 | 0.8017 | 0.4014 | 0.8017 | 0.8954 |
296
+ | No log | 6.8056 | 490 | 0.8120 | 0.3740 | 0.8120 | 0.9011 |
297
+ | No log | 6.8333 | 492 | 0.8345 | 0.4361 | 0.8345 | 0.9135 |
298
+ | No log | 6.8611 | 494 | 0.8847 | 0.4102 | 0.8847 | 0.9406 |
299
+ | No log | 6.8889 | 496 | 0.8957 | 0.3957 | 0.8957 | 0.9464 |
300
+ | No log | 6.9167 | 498 | 0.8589 | 0.3697 | 0.8589 | 0.9268 |
301
+ | 0.266 | 6.9444 | 500 | 0.8700 | 0.3740 | 0.8700 | 0.9328 |
302
+ | 0.266 | 6.9722 | 502 | 0.8957 | 0.3740 | 0.8957 | 0.9464 |
303
+ | 0.266 | 7.0 | 504 | 0.9315 | 0.3762 | 0.9315 | 0.9651 |
304
+ | 0.266 | 7.0278 | 506 | 0.9757 | 0.3662 | 0.9757 | 0.9878 |
305
+ | 0.266 | 7.0556 | 508 | 1.0009 | 0.3409 | 1.0009 | 1.0005 |
306
+ | 0.266 | 7.0833 | 510 | 1.0352 | 0.2770 | 1.0352 | 1.0174 |
307
+ | 0.266 | 7.1111 | 512 | 1.0415 | 0.2322 | 1.0415 | 1.0205 |
308
+ | 0.266 | 7.1389 | 514 | 1.0338 | 0.2263 | 1.0338 | 1.0168 |
 
 
 
 
 
309
 
310
 
311
  ### Framework versions