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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task7_organization

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  1. README.md +262 -276
  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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task7_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: 1.1837
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- - Qwk: 0.0561
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- - Mse: 1.1837
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- - Rmse: 1.0880
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  ## Model description
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@@ -49,276 +49,262 @@ 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 | 0.0370 | 2 | 2.5600 | -0.1089 | 2.5600 | 1.6000 |
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- | No log | 0.0741 | 4 | 1.2942 | 0.0692 | 1.2942 | 1.1376 |
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- | No log | 0.1111 | 6 | 1.1256 | 0.0 | 1.1256 | 1.0610 |
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- | No log | 0.1481 | 8 | 1.3883 | -0.2004 | 1.3883 | 1.1783 |
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- | No log | 0.1852 | 10 | 1.6339 | -0.1918 | 1.6339 | 1.2783 |
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- | No log | 0.2222 | 12 | 1.3159 | -0.1897 | 1.3159 | 1.1471 |
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- | No log | 0.2593 | 14 | 1.2349 | -0.1342 | 1.2349 | 1.1113 |
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- | No log | 0.2963 | 16 | 1.1462 | -0.1073 | 1.1462 | 1.0706 |
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- | No log | 0.3333 | 18 | 0.9995 | 0.0851 | 0.9995 | 0.9998 |
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- | No log | 0.3704 | 20 | 0.9343 | 0.0679 | 0.9343 | 0.9666 |
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- | No log | 0.4074 | 22 | 0.9199 | 0.1660 | 0.9199 | 0.9591 |
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- | No log | 0.4444 | 24 | 0.9522 | 0.1224 | 0.9522 | 0.9758 |
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- | No log | 0.4815 | 26 | 0.9886 | 0.0807 | 0.9886 | 0.9943 |
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- | No log | 0.5185 | 28 | 0.9473 | 0.0236 | 0.9473 | 0.9733 |
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- | No log | 0.5556 | 30 | 0.9698 | 0.1140 | 0.9698 | 0.9848 |
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- | No log | 0.5926 | 32 | 1.2572 | -0.0569 | 1.2572 | 1.1213 |
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- | No log | 0.6296 | 34 | 1.3945 | -0.0102 | 1.3945 | 1.1809 |
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- | No log | 0.6667 | 36 | 1.1494 | 0.0623 | 1.1494 | 1.0721 |
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- | No log | 0.7037 | 38 | 0.9941 | 0.0532 | 0.9941 | 0.9971 |
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- | No log | 0.7407 | 40 | 1.0945 | 0.0993 | 1.0945 | 1.0462 |
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- | No log | 0.7778 | 42 | 1.0802 | 0.0993 | 1.0802 | 1.0393 |
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- | No log | 0.8148 | 44 | 1.0425 | 0.0313 | 1.0425 | 1.0210 |
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- | No log | 0.8519 | 46 | 0.9371 | -0.0878 | 0.9371 | 0.9680 |
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- | No log | 0.8889 | 48 | 1.0225 | -0.0247 | 1.0225 | 1.0112 |
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- | No log | 0.9259 | 50 | 0.9614 | -0.0295 | 0.9614 | 0.9805 |
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- | No log | 0.9630 | 52 | 1.0162 | 0.0338 | 1.0162 | 1.0081 |
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- | No log | 1.0 | 54 | 1.2879 | 0.0409 | 1.2879 | 1.1349 |
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- | No log | 1.0370 | 56 | 1.1690 | 0.0634 | 1.1690 | 1.0812 |
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- | No log | 1.0741 | 58 | 1.0639 | -0.0382 | 1.0639 | 1.0315 |
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- | No log | 1.1111 | 60 | 0.9857 | 0.0888 | 0.9857 | 0.9928 |
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- | No log | 1.1481 | 62 | 0.9456 | 0.0608 | 0.9456 | 0.9724 |
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- | No log | 1.1852 | 64 | 0.9423 | 0.0573 | 0.9423 | 0.9707 |
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- | No log | 1.2222 | 66 | 1.0116 | 0.0781 | 1.0116 | 1.0058 |
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- | No log | 1.2593 | 68 | 1.0887 | 0.0993 | 1.0887 | 1.0434 |
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- | No log | 1.2963 | 70 | 1.0265 | 0.0683 | 1.0265 | 1.0132 |
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- | No log | 1.3333 | 72 | 0.9593 | 0.0637 | 0.9593 | 0.9794 |
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- | No log | 1.3704 | 74 | 0.9893 | 0.0973 | 0.9893 | 0.9946 |
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- | No log | 1.4074 | 76 | 1.1094 | 0.0584 | 1.1094 | 1.0533 |
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- | No log | 1.4444 | 78 | 1.1864 | -0.0077 | 1.1864 | 1.0892 |
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- | No log | 1.4815 | 80 | 1.2492 | 0.0637 | 1.2492 | 1.1177 |
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- | No log | 1.5185 | 82 | 1.2437 | 0.0188 | 1.2437 | 1.1152 |
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- | No log | 1.5556 | 84 | 1.2424 | -0.0305 | 1.2424 | 1.1146 |
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- | No log | 1.5926 | 86 | 1.2802 | 0.0173 | 1.2802 | 1.1315 |
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- | No log | 1.6296 | 88 | 1.3321 | -0.0289 | 1.3321 | 1.1542 |
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- | No log | 1.6667 | 90 | 1.5280 | 0.0232 | 1.5280 | 1.2361 |
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- | No log | 1.7037 | 92 | 1.5673 | 0.0205 | 1.5673 | 1.2519 |
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- | No log | 1.7407 | 94 | 1.3955 | -0.0590 | 1.3955 | 1.1813 |
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- | No log | 1.7778 | 96 | 1.4079 | -0.0661 | 1.4079 | 1.1865 |
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- | No log | 1.8148 | 98 | 1.5910 | -0.0010 | 1.5910 | 1.2614 |
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- | No log | 1.8519 | 100 | 1.8387 | -0.0159 | 1.8387 | 1.3560 |
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- | No log | 1.8889 | 102 | 2.2209 | 0.0454 | 2.2209 | 1.4903 |
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- | No log | 1.9259 | 104 | 1.9051 | 0.0971 | 1.9051 | 1.3802 |
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- | No log | 1.9630 | 106 | 1.3704 | -0.0170 | 1.3704 | 1.1706 |
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- | No log | 2.0 | 108 | 1.1921 | -0.0559 | 1.1921 | 1.0918 |
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- | No log | 2.0370 | 110 | 1.1625 | 0.0051 | 1.1625 | 1.0782 |
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- | No log | 2.0741 | 112 | 1.1752 | 0.0275 | 1.1752 | 1.0841 |
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- | No log | 2.1111 | 114 | 1.0698 | -0.0183 | 1.0698 | 1.0343 |
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- | No log | 2.1481 | 116 | 1.0855 | 0.0019 | 1.0855 | 1.0419 |
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- | No log | 2.1852 | 118 | 1.1023 | 0.0759 | 1.1023 | 1.0499 |
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- | No log | 2.2222 | 120 | 1.0893 | 0.0832 | 1.0893 | 1.0437 |
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- | No log | 2.2593 | 122 | 1.0114 | 0.0553 | 1.0114 | 1.0057 |
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- | No log | 2.2963 | 124 | 1.0195 | 0.0484 | 1.0195 | 1.0097 |
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- | No log | 2.3333 | 126 | 1.1405 | 0.0558 | 1.1405 | 1.0679 |
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- | No log | 2.3704 | 128 | 1.3432 | 0.1249 | 1.3432 | 1.1590 |
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- | No log | 2.4074 | 130 | 1.4269 | 0.1632 | 1.4269 | 1.1945 |
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- | No log | 2.4444 | 132 | 1.2784 | 0.0253 | 1.2784 | 1.1307 |
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- | No log | 2.4815 | 134 | 1.3132 | -0.0021 | 1.3132 | 1.1459 |
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- | No log | 2.5185 | 136 | 1.4159 | 0.1191 | 1.4159 | 1.1899 |
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- | No log | 2.5556 | 138 | 1.6801 | 0.0642 | 1.6801 | 1.2962 |
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- | No log | 2.5926 | 140 | 1.7823 | 0.0642 | 1.7823 | 1.3350 |
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- | No log | 2.6296 | 142 | 1.4905 | 0.0127 | 1.4905 | 1.2209 |
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- | No log | 2.6667 | 144 | 1.2215 | 0.0955 | 1.2215 | 1.1052 |
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- | No log | 2.7037 | 146 | 1.2546 | 0.1208 | 1.2546 | 1.1201 |
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- | No log | 2.7407 | 148 | 1.4275 | -0.0349 | 1.4275 | 1.1948 |
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- | No log | 2.7778 | 150 | 1.4098 | -0.0057 | 1.4098 | 1.1874 |
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- | No log | 2.8148 | 152 | 1.4562 | -0.0108 | 1.4562 | 1.2067 |
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- | No log | 2.8519 | 154 | 1.2782 | 0.1514 | 1.2782 | 1.1306 |
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- | No log | 2.8889 | 156 | 1.2487 | 0.1046 | 1.2487 | 1.1175 |
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- | No log | 2.9259 | 158 | 1.4302 | 0.0158 | 1.4302 | 1.1959 |
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- | No log | 2.9630 | 160 | 1.8075 | 0.0914 | 1.8075 | 1.3445 |
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- | No log | 3.0 | 162 | 1.8351 | 0.0914 | 1.8351 | 1.3547 |
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- | No log | 3.0370 | 164 | 1.5038 | -0.0093 | 1.5038 | 1.2263 |
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- | No log | 3.0741 | 166 | 1.2014 | 0.1171 | 1.2014 | 1.0961 |
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- | No log | 3.1111 | 168 | 1.1632 | 0.1274 | 1.1632 | 1.0785 |
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- | No log | 3.1481 | 170 | 1.2705 | 0.0295 | 1.2705 | 1.1272 |
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- | No log | 3.1852 | 172 | 1.4841 | 0.0114 | 1.4841 | 1.2182 |
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- | No log | 3.2222 | 174 | 1.4137 | 0.0389 | 1.4137 | 1.1890 |
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- | No log | 3.2593 | 176 | 1.1997 | 0.0005 | 1.1997 | 1.0953 |
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- | No log | 3.2963 | 178 | 1.0433 | 0.1065 | 1.0433 | 1.0214 |
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- | No log | 3.3333 | 180 | 1.0437 | 0.1328 | 1.0437 | 1.0216 |
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- | No log | 3.3704 | 182 | 1.2221 | 0.0538 | 1.2221 | 1.1055 |
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- | No log | 3.4074 | 184 | 1.3596 | 0.0439 | 1.3596 | 1.1660 |
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- | No log | 3.4444 | 186 | 1.3557 | 0.0456 | 1.3557 | 1.1644 |
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- | No log | 3.4815 | 188 | 1.2569 | 0.0852 | 1.2569 | 1.1211 |
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- | No log | 3.5185 | 190 | 1.1579 | 0.0487 | 1.1579 | 1.0761 |
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- | No log | 3.5556 | 192 | 1.1359 | 0.0715 | 1.1359 | 1.0658 |
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- | No log | 3.5926 | 194 | 1.0881 | 0.1175 | 1.0881 | 1.0431 |
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- | No log | 3.6296 | 196 | 1.0869 | 0.1045 | 1.0869 | 1.0425 |
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- | No log | 3.6667 | 198 | 1.1579 | 0.1528 | 1.1579 | 1.0761 |
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- | No log | 3.7037 | 200 | 1.3042 | 0.0671 | 1.3042 | 1.1420 |
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- | No log | 3.7407 | 202 | 1.2867 | 0.1453 | 1.2867 | 1.1343 |
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- | No log | 3.7778 | 204 | 1.0722 | 0.1549 | 1.0722 | 1.0355 |
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- | No log | 3.8148 | 206 | 0.9722 | 0.1065 | 0.9722 | 0.9860 |
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- | No log | 3.8519 | 208 | 0.9202 | 0.1577 | 0.9202 | 0.9593 |
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- | No log | 3.8889 | 210 | 0.9379 | 0.1409 | 0.9379 | 0.9684 |
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- | No log | 3.9259 | 212 | 1.0250 | 0.1312 | 1.0250 | 1.0124 |
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- | No log | 3.9630 | 214 | 1.1718 | 0.1599 | 1.1718 | 1.0825 |
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- | No log | 4.0 | 216 | 1.1810 | 0.1453 | 1.1810 | 1.0867 |
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- | No log | 4.0370 | 218 | 1.0574 | 0.1407 | 1.0574 | 1.0283 |
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- | No log | 4.0741 | 220 | 1.0786 | 0.1198 | 1.0786 | 1.0386 |
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- | No log | 4.1111 | 222 | 1.1059 | 0.1654 | 1.1059 | 1.0516 |
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- | No log | 4.1481 | 224 | 1.1122 | 0.1671 | 1.1122 | 1.0546 |
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- | No log | 4.1852 | 226 | 1.0912 | 0.1764 | 1.0912 | 1.0446 |
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- | No log | 4.2222 | 228 | 0.9854 | 0.2513 | 0.9854 | 0.9927 |
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- | No log | 4.2593 | 230 | 0.9742 | 0.2013 | 0.9742 | 0.9870 |
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- | No log | 4.2963 | 232 | 1.0658 | 0.1775 | 1.0658 | 1.0324 |
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- | No log | 4.3333 | 234 | 1.0590 | 0.1856 | 1.0590 | 1.0291 |
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- | No log | 4.3704 | 236 | 0.9678 | 0.1884 | 0.9678 | 0.9838 |
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- | No log | 4.4074 | 238 | 0.9258 | 0.2335 | 0.9258 | 0.9622 |
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- | No log | 4.4444 | 240 | 1.0082 | 0.2088 | 1.0082 | 1.0041 |
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- | No log | 4.4815 | 242 | 1.2338 | 0.1479 | 1.2338 | 1.1108 |
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- | No log | 4.5185 | 244 | 1.2928 | 0.2101 | 1.2928 | 1.1370 |
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- | No log | 4.5556 | 246 | 1.1162 | 0.1412 | 1.1162 | 1.0565 |
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- | No log | 4.5926 | 248 | 0.9459 | 0.2058 | 0.9459 | 0.9726 |
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- | No log | 4.6296 | 250 | 0.8973 | 0.1216 | 0.8973 | 0.9473 |
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- | No log | 4.6667 | 252 | 0.8971 | 0.0687 | 0.8971 | 0.9472 |
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- | No log | 4.7037 | 254 | 0.8810 | 0.0679 | 0.8810 | 0.9386 |
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- | No log | 4.7407 | 256 | 0.9067 | 0.1835 | 0.9067 | 0.9522 |
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- | No log | 4.7778 | 258 | 0.9792 | 0.1289 | 0.9792 | 0.9896 |
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- | No log | 4.8148 | 260 | 0.9986 | 0.1598 | 0.9986 | 0.9993 |
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- | No log | 4.8519 | 262 | 1.0956 | 0.1364 | 1.0956 | 1.0467 |
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- | No log | 4.8889 | 264 | 1.3202 | 0.1438 | 1.3202 | 1.1490 |
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- | No log | 4.9259 | 266 | 1.3821 | 0.1615 | 1.3821 | 1.1756 |
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- | No log | 4.9630 | 268 | 1.3774 | 0.1226 | 1.3774 | 1.1736 |
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- | No log | 5.0 | 270 | 1.5667 | 0.0995 | 1.5667 | 1.2517 |
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- | No log | 5.0370 | 272 | 1.7226 | 0.0293 | 1.7226 | 1.3125 |
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- | No log | 5.0741 | 274 | 1.5385 | 0.1042 | 1.5385 | 1.2404 |
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- | No log | 5.1111 | 276 | 1.1954 | 0.1485 | 1.1954 | 1.0933 |
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- | No log | 5.1481 | 278 | 1.0738 | 0.2392 | 1.0738 | 1.0362 |
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- | No log | 5.1852 | 280 | 1.1675 | 0.2029 | 1.1675 | 1.0805 |
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- | No log | 5.2222 | 282 | 1.3863 | 0.1351 | 1.3863 | 1.1774 |
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- | No log | 5.2593 | 284 | 1.4214 | 0.1351 | 1.4214 | 1.1922 |
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- | No log | 5.2963 | 286 | 1.2211 | 0.1886 | 1.2211 | 1.1050 |
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- | No log | 5.3333 | 288 | 1.0133 | 0.1541 | 1.0133 | 1.0066 |
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- | No log | 5.3704 | 290 | 0.9836 | 0.1900 | 0.9836 | 0.9918 |
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- | No log | 5.4074 | 292 | 1.0354 | 0.2315 | 1.0354 | 1.0175 |
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- | No log | 5.4444 | 294 | 1.1380 | 0.2260 | 1.1380 | 1.0668 |
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- | No log | 5.4815 | 296 | 1.0101 | 0.2315 | 1.0101 | 1.0050 |
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- | No log | 5.5185 | 298 | 0.8797 | 0.1786 | 0.8797 | 0.9379 |
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- | No log | 5.5556 | 300 | 0.8999 | 0.2009 | 0.8999 | 0.9487 |
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- | No log | 5.5926 | 302 | 1.0815 | 0.2513 | 1.0815 | 1.0399 |
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- | No log | 5.6296 | 304 | 1.2971 | 0.1908 | 1.2971 | 1.1389 |
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- | No log | 5.6667 | 306 | 1.2814 | 0.1908 | 1.2814 | 1.1320 |
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- | No log | 5.7037 | 308 | 1.1267 | 0.1274 | 1.1267 | 1.0615 |
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- | No log | 5.7407 | 310 | 1.0602 | 0.1731 | 1.0602 | 1.0297 |
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- | No log | 5.7778 | 312 | 1.1016 | 0.1691 | 1.1016 | 1.0496 |
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- | No log | 5.8148 | 314 | 1.2740 | 0.1412 | 1.2740 | 1.1287 |
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- | No log | 5.8519 | 316 | 1.4006 | 0.1283 | 1.4006 | 1.1835 |
210
- | No log | 5.8889 | 318 | 1.3820 | 0.1191 | 1.3820 | 1.1756 |
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- | No log | 5.9259 | 320 | 1.4179 | 0.1364 | 1.4179 | 1.1908 |
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- | No log | 5.9630 | 322 | 1.2853 | 0.1542 | 1.2853 | 1.1337 |
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- | No log | 6.0 | 324 | 1.2158 | 0.1542 | 1.2158 | 1.1026 |
214
- | No log | 6.0370 | 326 | 1.2543 | 0.1032 | 1.2543 | 1.1199 |
215
- | No log | 6.0741 | 328 | 1.2895 | 0.1254 | 1.2895 | 1.1356 |
216
- | No log | 6.1111 | 330 | 1.1294 | 0.1014 | 1.1294 | 1.0627 |
217
- | No log | 6.1481 | 332 | 1.1120 | 0.1312 | 1.1120 | 1.0545 |
218
- | No log | 6.1852 | 334 | 1.1203 | 0.1573 | 1.1203 | 1.0584 |
219
- | No log | 6.2222 | 336 | 1.2663 | 0.1980 | 1.2663 | 1.1253 |
220
- | No log | 6.2593 | 338 | 1.3746 | 0.1272 | 1.3746 | 1.1724 |
221
- | No log | 6.2963 | 340 | 1.2766 | 0.1433 | 1.2766 | 1.1299 |
222
- | No log | 6.3333 | 342 | 1.1456 | 0.1707 | 1.1456 | 1.0703 |
223
- | No log | 6.3704 | 344 | 1.1599 | 0.1514 | 1.1599 | 1.0770 |
224
- | No log | 6.4074 | 346 | 1.2467 | 0.1645 | 1.2467 | 1.1166 |
225
- | No log | 6.4444 | 348 | 1.4409 | 0.0829 | 1.4409 | 1.2004 |
226
- | No log | 6.4815 | 350 | 1.4376 | 0.0584 | 1.4376 | 1.1990 |
227
- | No log | 6.5185 | 352 | 1.2926 | 0.1784 | 1.2926 | 1.1369 |
228
- | No log | 6.5556 | 354 | 1.1181 | 0.1528 | 1.1181 | 1.0574 |
229
- | No log | 6.5926 | 356 | 1.0896 | 0.1238 | 1.0896 | 1.0438 |
230
- | No log | 6.6296 | 358 | 1.0950 | 0.1528 | 1.0950 | 1.0464 |
231
- | No log | 6.6667 | 360 | 1.1251 | 0.1114 | 1.1251 | 1.0607 |
232
- | No log | 6.7037 | 362 | 1.0192 | 0.2696 | 1.0192 | 1.0095 |
233
- | No log | 6.7407 | 364 | 0.9647 | 0.1479 | 0.9647 | 0.9822 |
234
- | No log | 6.7778 | 366 | 0.9720 | 0.1773 | 0.9720 | 0.9859 |
235
- | No log | 6.8148 | 368 | 1.0547 | 0.1514 | 1.0547 | 1.0270 |
236
- | No log | 6.8519 | 370 | 1.0932 | 0.1528 | 1.0932 | 1.0455 |
237
- | No log | 6.8889 | 372 | 1.0336 | 0.1926 | 1.0336 | 1.0167 |
238
- | No log | 6.9259 | 374 | 1.1033 | 0.1557 | 1.1033 | 1.0504 |
239
- | No log | 6.9630 | 376 | 1.4067 | 0.0597 | 1.4067 | 1.1860 |
240
- | No log | 7.0 | 378 | 1.7258 | 0.0381 | 1.7258 | 1.3137 |
241
- | No log | 7.0370 | 380 | 1.7275 | 0.0594 | 1.7275 | 1.3143 |
242
- | No log | 7.0741 | 382 | 1.4560 | 0.0858 | 1.4560 | 1.2066 |
243
- | No log | 7.1111 | 384 | 1.2370 | 0.0369 | 1.2370 | 1.1122 |
244
- | No log | 7.1481 | 386 | 1.0800 | 0.1580 | 1.0800 | 1.0392 |
245
- | No log | 7.1852 | 388 | 1.0402 | 0.0808 | 1.0402 | 1.0199 |
246
- | No log | 7.2222 | 390 | 1.0371 | 0.1930 | 1.0371 | 1.0184 |
247
- | No log | 7.2593 | 392 | 1.1356 | 0.0692 | 1.1356 | 1.0657 |
248
- | No log | 7.2963 | 394 | 1.3390 | 0.1296 | 1.3390 | 1.1572 |
249
- | No log | 7.3333 | 396 | 1.3266 | 0.1523 | 1.3266 | 1.1518 |
250
- | No log | 7.3704 | 398 | 1.1079 | 0.1271 | 1.1079 | 1.0526 |
251
- | No log | 7.4074 | 400 | 0.9908 | 0.2153 | 0.9908 | 0.9954 |
252
- | No log | 7.4444 | 402 | 0.9757 | 0.2808 | 0.9757 | 0.9878 |
253
- | No log | 7.4815 | 404 | 1.0273 | 0.2467 | 1.0273 | 1.0136 |
254
- | No log | 7.5185 | 406 | 1.0602 | 0.2139 | 1.0602 | 1.0297 |
255
- | No log | 7.5556 | 408 | 1.1766 | 0.0591 | 1.1766 | 1.0847 |
256
- | No log | 7.5926 | 410 | 1.1465 | 0.0929 | 1.1465 | 1.0707 |
257
- | No log | 7.6296 | 412 | 1.0476 | 0.2315 | 1.0476 | 1.0235 |
258
- | No log | 7.6667 | 414 | 1.0074 | 0.3069 | 1.0074 | 1.0037 |
259
- | No log | 7.7037 | 416 | 0.9982 | 0.2904 | 0.9982 | 0.9991 |
260
- | No log | 7.7407 | 418 | 1.0280 | 0.2643 | 1.0280 | 1.0139 |
261
- | No log | 7.7778 | 420 | 1.1467 | 0.0899 | 1.1467 | 1.0709 |
262
- | No log | 7.8148 | 422 | 1.1484 | 0.0630 | 1.1484 | 1.0717 |
263
- | No log | 7.8519 | 424 | 1.0075 | 0.2315 | 1.0075 | 1.0037 |
264
- | No log | 7.8889 | 426 | 0.9085 | 0.2129 | 0.9085 | 0.9532 |
265
- | No log | 7.9259 | 428 | 0.9623 | 0.2643 | 0.9623 | 0.9810 |
266
- | No log | 7.9630 | 430 | 1.2140 | 0.1821 | 1.2140 | 1.1018 |
267
- | No log | 8.0 | 432 | 1.3352 | 0.1203 | 1.3352 | 1.1555 |
268
- | No log | 8.0370 | 434 | 1.1776 | 0.1550 | 1.1776 | 1.0852 |
269
- | No log | 8.0741 | 436 | 0.9407 | 0.2109 | 0.9407 | 0.9699 |
270
- | No log | 8.1111 | 438 | 0.9163 | 0.0279 | 0.9163 | 0.9572 |
271
- | No log | 8.1481 | 440 | 0.9275 | 0.0614 | 0.9275 | 0.9631 |
272
- | No log | 8.1852 | 442 | 0.9742 | 0.3146 | 0.9742 | 0.9870 |
273
- | No log | 8.2222 | 444 | 1.0247 | 0.1712 | 1.0247 | 1.0123 |
274
- | No log | 8.2593 | 446 | 1.0572 | 0.1594 | 1.0572 | 1.0282 |
275
- | No log | 8.2963 | 448 | 1.0211 | 0.1765 | 1.0211 | 1.0105 |
276
- | No log | 8.3333 | 450 | 1.0441 | 0.1765 | 1.0441 | 1.0218 |
277
- | No log | 8.3704 | 452 | 1.0511 | 0.1178 | 1.0511 | 1.0252 |
278
- | No log | 8.4074 | 454 | 1.1608 | 0.1175 | 1.1608 | 1.0774 |
279
- | No log | 8.4444 | 456 | 1.2518 | 0.1031 | 1.2518 | 1.1188 |
280
- | No log | 8.4815 | 458 | 1.2376 | 0.0849 | 1.2376 | 1.1125 |
281
- | No log | 8.5185 | 460 | 1.1688 | 0.0779 | 1.1688 | 1.0811 |
282
- | No log | 8.5556 | 462 | 1.1961 | 0.0435 | 1.1961 | 1.0936 |
283
- | No log | 8.5926 | 464 | 1.3184 | 0.0722 | 1.3184 | 1.1482 |
284
- | No log | 8.6296 | 466 | 1.4087 | 0.0810 | 1.4087 | 1.1869 |
285
- | No log | 8.6667 | 468 | 1.4621 | 0.0806 | 1.4621 | 1.2092 |
286
- | No log | 8.7037 | 470 | 1.3956 | 0.0829 | 1.3956 | 1.1813 |
287
- | No log | 8.7407 | 472 | 1.2051 | 0.1492 | 1.2051 | 1.0978 |
288
- | No log | 8.7778 | 474 | 1.0463 | 0.0279 | 1.0463 | 1.0229 |
289
- | No log | 8.8148 | 476 | 1.0386 | 0.1248 | 1.0386 | 1.0191 |
290
- | No log | 8.8519 | 478 | 1.1386 | 0.1077 | 1.1386 | 1.0670 |
291
- | No log | 8.8889 | 480 | 1.4023 | 0.1502 | 1.4023 | 1.1842 |
292
- | No log | 8.9259 | 482 | 1.5558 | 0.1307 | 1.5558 | 1.2473 |
293
- | No log | 8.9630 | 484 | 1.4620 | 0.0995 | 1.4620 | 1.2091 |
294
- | No log | 9.0 | 486 | 1.3034 | 0.1086 | 1.3034 | 1.1417 |
295
- | No log | 9.0370 | 488 | 1.1274 | 0.0746 | 1.1274 | 1.0618 |
296
- | No log | 9.0741 | 490 | 1.0796 | 0.0497 | 1.0796 | 1.0390 |
297
- | No log | 9.1111 | 492 | 1.0990 | 0.0746 | 1.0990 | 1.0483 |
298
- | No log | 9.1481 | 494 | 1.2002 | 0.1422 | 1.2002 | 1.0955 |
299
- | No log | 9.1852 | 496 | 1.3107 | 0.0633 | 1.3107 | 1.1448 |
300
- | No log | 9.2222 | 498 | 1.3865 | 0.0791 | 1.3865 | 1.1775 |
301
- | 0.3308 | 9.2593 | 500 | 1.2662 | 0.0727 | 1.2662 | 1.1253 |
302
- | 0.3308 | 9.2963 | 502 | 1.0870 | 0.1077 | 1.0870 | 1.0426 |
303
- | 0.3308 | 9.3333 | 504 | 0.9558 | 0.2109 | 0.9558 | 0.9776 |
304
- | 0.3308 | 9.3704 | 506 | 0.9401 | 0.1495 | 0.9401 | 0.9696 |
305
- | 0.3308 | 9.4074 | 508 | 0.9574 | 0.1995 | 0.9574 | 0.9785 |
306
- | 0.3308 | 9.4444 | 510 | 0.9912 | 0.1899 | 0.9912 | 0.9956 |
307
- | 0.3308 | 9.4815 | 512 | 1.0173 | 0.2029 | 1.0173 | 1.0086 |
308
- | 0.3308 | 9.5185 | 514 | 1.0921 | 0.1603 | 1.0921 | 1.0451 |
309
- | 0.3308 | 9.5556 | 516 | 1.2477 | 0.0682 | 1.2477 | 1.1170 |
310
- | 0.3308 | 9.5926 | 518 | 1.2802 | 0.0929 | 1.2802 | 1.1315 |
311
- | 0.3308 | 9.6296 | 520 | 1.2381 | 0.0547 | 1.2381 | 1.1127 |
312
- | 0.3308 | 9.6667 | 522 | 1.1406 | 0.1046 | 1.1406 | 1.0680 |
313
- | 0.3308 | 9.7037 | 524 | 1.0645 | 0.1135 | 1.0645 | 1.0318 |
314
- | 0.3308 | 9.7407 | 526 | 1.0636 | 0.0978 | 1.0636 | 1.0313 |
315
- | 0.3308 | 9.7778 | 528 | 1.0910 | 0.1100 | 1.0910 | 1.0445 |
316
- | 0.3308 | 9.8148 | 530 | 1.1656 | 0.1374 | 1.1656 | 1.0796 |
317
- | 0.3308 | 9.8519 | 532 | 1.3880 | 0.0398 | 1.3880 | 1.1781 |
318
- | 0.3308 | 9.8889 | 534 | 1.6403 | 0.0584 | 1.6403 | 1.2807 |
319
- | 0.3308 | 9.9259 | 536 | 1.5989 | 0.0584 | 1.5989 | 1.2645 |
320
- | 0.3308 | 9.9630 | 538 | 1.3877 | 0.0642 | 1.3877 | 1.1780 |
321
- | 0.3308 | 10.0 | 540 | 1.1837 | 0.0561 | 1.1837 | 1.0880 |
322
 
323
 
324
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_task7_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: 0.5172
19
+ - Qwk: 0.5597
20
+ - Mse: 0.5172
21
+ - Rmse: 0.7192
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0377 | 2 | 2.5016 | -0.0924 | 2.5016 | 1.5816 |
53
+ | No log | 0.0755 | 4 | 1.3041 | 0.0433 | 1.3041 | 1.1420 |
54
+ | No log | 0.1132 | 6 | 0.9102 | 0.0822 | 0.9102 | 0.9540 |
55
+ | No log | 0.1509 | 8 | 0.7477 | 0.1737 | 0.7477 | 0.8647 |
56
+ | No log | 0.1887 | 10 | 0.8386 | 0.1647 | 0.8386 | 0.9158 |
57
+ | No log | 0.2264 | 12 | 0.8148 | 0.1647 | 0.8148 | 0.9027 |
58
+ | No log | 0.2642 | 14 | 0.7649 | 0.1850 | 0.7649 | 0.8746 |
59
+ | No log | 0.3019 | 16 | 0.7233 | 0.2963 | 0.7233 | 0.8504 |
60
+ | No log | 0.3396 | 18 | 0.8963 | 0.3131 | 0.8963 | 0.9467 |
61
+ | No log | 0.3774 | 20 | 1.1256 | 0.1755 | 1.1256 | 1.0610 |
62
+ | No log | 0.4151 | 22 | 0.8776 | 0.2736 | 0.8776 | 0.9368 |
63
+ | No log | 0.4528 | 24 | 0.6743 | 0.1139 | 0.6743 | 0.8212 |
64
+ | No log | 0.4906 | 26 | 0.7053 | 0.3546 | 0.7053 | 0.8398 |
65
+ | No log | 0.5283 | 28 | 0.6959 | 0.3594 | 0.6959 | 0.8342 |
66
+ | No log | 0.5660 | 30 | 0.6362 | 0.2336 | 0.6362 | 0.7976 |
67
+ | No log | 0.6038 | 32 | 0.6936 | 0.2490 | 0.6936 | 0.8329 |
68
+ | No log | 0.6415 | 34 | 0.7083 | 0.2526 | 0.7083 | 0.8416 |
69
+ | No log | 0.6792 | 36 | 0.8036 | 0.3013 | 0.8036 | 0.8965 |
70
+ | No log | 0.7170 | 38 | 0.6982 | 0.2885 | 0.6982 | 0.8356 |
71
+ | No log | 0.7547 | 40 | 0.6599 | 0.2950 | 0.6599 | 0.8123 |
72
+ | No log | 0.7925 | 42 | 0.7751 | 0.2843 | 0.7751 | 0.8804 |
73
+ | No log | 0.8302 | 44 | 0.9395 | 0.2833 | 0.9395 | 0.9693 |
74
+ | No log | 0.8679 | 46 | 0.7814 | 0.3425 | 0.7814 | 0.8840 |
75
+ | No log | 0.9057 | 48 | 0.6423 | 0.3117 | 0.6423 | 0.8014 |
76
+ | No log | 0.9434 | 50 | 0.6573 | 0.2002 | 0.6573 | 0.8107 |
77
+ | No log | 0.9811 | 52 | 0.6631 | 0.2002 | 0.6631 | 0.8143 |
78
+ | No log | 1.0189 | 54 | 0.6574 | 0.2002 | 0.6574 | 0.8108 |
79
+ | No log | 1.0566 | 56 | 0.6775 | 0.2589 | 0.6775 | 0.8231 |
80
+ | No log | 1.0943 | 58 | 0.7938 | 0.3319 | 0.7938 | 0.8910 |
81
+ | No log | 1.1321 | 60 | 0.8203 | 0.3076 | 0.8203 | 0.9057 |
82
+ | No log | 1.1698 | 62 | 0.6491 | 0.3341 | 0.6491 | 0.8057 |
83
+ | No log | 1.2075 | 64 | 0.6762 | 0.3105 | 0.6762 | 0.8223 |
84
+ | No log | 1.2453 | 66 | 0.6536 | 0.3105 | 0.6536 | 0.8085 |
85
+ | No log | 1.2830 | 68 | 0.6634 | 0.3894 | 0.6634 | 0.8145 |
86
+ | No log | 1.3208 | 70 | 0.7023 | 0.3095 | 0.7023 | 0.8380 |
87
+ | No log | 1.3585 | 72 | 0.6980 | 0.3662 | 0.6980 | 0.8355 |
88
+ | No log | 1.3962 | 74 | 0.8198 | 0.2702 | 0.8198 | 0.9054 |
89
+ | No log | 1.4340 | 76 | 0.7980 | 0.2590 | 0.7980 | 0.8933 |
90
+ | No log | 1.4717 | 78 | 0.7147 | 0.4986 | 0.7147 | 0.8454 |
91
+ | No log | 1.5094 | 80 | 0.6871 | 0.4898 | 0.6871 | 0.8289 |
92
+ | No log | 1.5472 | 82 | 0.7966 | 0.4327 | 0.7966 | 0.8925 |
93
+ | No log | 1.5849 | 84 | 0.8843 | 0.4166 | 0.8843 | 0.9404 |
94
+ | No log | 1.6226 | 86 | 0.7627 | 0.5166 | 0.7627 | 0.8733 |
95
+ | No log | 1.6604 | 88 | 0.6536 | 0.5363 | 0.6536 | 0.8085 |
96
+ | No log | 1.6981 | 90 | 0.6623 | 0.5180 | 0.6623 | 0.8138 |
97
+ | No log | 1.7358 | 92 | 0.7777 | 0.4315 | 0.7777 | 0.8819 |
98
+ | No log | 1.7736 | 94 | 0.7978 | 0.4315 | 0.7978 | 0.8932 |
99
+ | No log | 1.8113 | 96 | 0.6986 | 0.4898 | 0.6986 | 0.8358 |
100
+ | No log | 1.8491 | 98 | 0.6849 | 0.5101 | 0.6849 | 0.8276 |
101
+ | No log | 1.8868 | 100 | 0.6925 | 0.4789 | 0.6925 | 0.8321 |
102
+ | No log | 1.9245 | 102 | 0.6075 | 0.5368 | 0.6075 | 0.7794 |
103
+ | No log | 1.9623 | 104 | 0.6313 | 0.5322 | 0.6313 | 0.7945 |
104
+ | No log | 2.0 | 106 | 0.7049 | 0.4408 | 0.7049 | 0.8396 |
105
+ | No log | 2.0377 | 108 | 0.6166 | 0.4418 | 0.6166 | 0.7853 |
106
+ | No log | 2.0755 | 110 | 0.6926 | 0.4131 | 0.6926 | 0.8322 |
107
+ | No log | 2.1132 | 112 | 0.6491 | 0.4654 | 0.6491 | 0.8057 |
108
+ | No log | 2.1509 | 114 | 0.6195 | 0.3995 | 0.6195 | 0.7871 |
109
+ | No log | 2.1887 | 116 | 0.6235 | 0.4660 | 0.6235 | 0.7896 |
110
+ | No log | 2.2264 | 118 | 0.6441 | 0.5250 | 0.6441 | 0.8026 |
111
+ | No log | 2.2642 | 120 | 0.7598 | 0.3102 | 0.7598 | 0.8716 |
112
+ | No log | 2.3019 | 122 | 0.6780 | 0.4618 | 0.6780 | 0.8234 |
113
+ | No log | 2.3396 | 124 | 0.6527 | 0.5288 | 0.6527 | 0.8079 |
114
+ | No log | 2.3774 | 126 | 0.6325 | 0.5368 | 0.6325 | 0.7953 |
115
+ | No log | 2.4151 | 128 | 0.6359 | 0.5649 | 0.6359 | 0.7974 |
116
+ | No log | 2.4528 | 130 | 0.8800 | 0.3847 | 0.8800 | 0.9381 |
117
+ | No log | 2.4906 | 132 | 1.0044 | 0.3665 | 1.0044 | 1.0022 |
118
+ | No log | 2.5283 | 134 | 0.7691 | 0.3928 | 0.7691 | 0.8770 |
119
+ | No log | 2.5660 | 136 | 0.6096 | 0.5389 | 0.6096 | 0.7808 |
120
+ | No log | 2.6038 | 138 | 0.6576 | 0.4758 | 0.6576 | 0.8109 |
121
+ | No log | 2.6415 | 140 | 0.6178 | 0.5446 | 0.6178 | 0.7860 |
122
+ | No log | 2.6792 | 142 | 0.7089 | 0.3941 | 0.7089 | 0.8419 |
123
+ | No log | 2.7170 | 144 | 0.6688 | 0.4499 | 0.6688 | 0.8178 |
124
+ | No log | 2.7547 | 146 | 0.6584 | 0.4642 | 0.6584 | 0.8114 |
125
+ | No log | 2.7925 | 148 | 0.7047 | 0.4163 | 0.7047 | 0.8395 |
126
+ | No log | 2.8302 | 150 | 0.6474 | 0.5158 | 0.6474 | 0.8046 |
127
+ | No log | 2.8679 | 152 | 0.6900 | 0.4321 | 0.6900 | 0.8307 |
128
+ | No log | 2.9057 | 154 | 0.7036 | 0.4737 | 0.7036 | 0.8388 |
129
+ | No log | 2.9434 | 156 | 0.7584 | 0.4404 | 0.7584 | 0.8708 |
130
+ | No log | 2.9811 | 158 | 0.6746 | 0.4155 | 0.6746 | 0.8213 |
131
+ | No log | 3.0189 | 160 | 0.6228 | 0.4782 | 0.6228 | 0.7892 |
132
+ | No log | 3.0566 | 162 | 0.6157 | 0.4527 | 0.6157 | 0.7847 |
133
+ | No log | 3.0943 | 164 | 0.6225 | 0.4201 | 0.6225 | 0.7890 |
134
+ | No log | 3.1321 | 166 | 0.7227 | 0.3963 | 0.7227 | 0.8501 |
135
+ | No log | 3.1698 | 168 | 0.7066 | 0.4218 | 0.7066 | 0.8406 |
136
+ | No log | 3.2075 | 170 | 0.5992 | 0.4601 | 0.5992 | 0.7741 |
137
+ | No log | 3.2453 | 172 | 0.6279 | 0.4737 | 0.6279 | 0.7924 |
138
+ | No log | 3.2830 | 174 | 0.6836 | 0.4429 | 0.6836 | 0.8268 |
139
+ | No log | 3.3208 | 176 | 0.6254 | 0.5136 | 0.6254 | 0.7908 |
140
+ | No log | 3.3585 | 178 | 0.5674 | 0.5626 | 0.5674 | 0.7533 |
141
+ | No log | 3.3962 | 180 | 0.7938 | 0.4418 | 0.7938 | 0.8909 |
142
+ | No log | 3.4340 | 182 | 0.8078 | 0.4860 | 0.8078 | 0.8988 |
143
+ | No log | 3.4717 | 184 | 0.5639 | 0.5827 | 0.5639 | 0.7510 |
144
+ | No log | 3.5094 | 186 | 0.6609 | 0.5970 | 0.6609 | 0.8130 |
145
+ | No log | 3.5472 | 188 | 0.8777 | 0.4175 | 0.8777 | 0.9368 |
146
+ | No log | 3.5849 | 190 | 0.9004 | 0.3418 | 0.9004 | 0.9489 |
147
+ | No log | 3.6226 | 192 | 0.6920 | 0.5595 | 0.6920 | 0.8319 |
148
+ | No log | 3.6604 | 194 | 0.5355 | 0.5692 | 0.5355 | 0.7318 |
149
+ | No log | 3.6981 | 196 | 0.5734 | 0.5306 | 0.5734 | 0.7573 |
150
+ | No log | 3.7358 | 198 | 0.6538 | 0.4582 | 0.6538 | 0.8086 |
151
+ | No log | 3.7736 | 200 | 0.5841 | 0.4681 | 0.5841 | 0.7643 |
152
+ | No log | 3.8113 | 202 | 0.5560 | 0.5463 | 0.5560 | 0.7457 |
153
+ | No log | 3.8491 | 204 | 0.5551 | 0.5248 | 0.5551 | 0.7451 |
154
+ | No log | 3.8868 | 206 | 0.5814 | 0.4945 | 0.5814 | 0.7625 |
155
+ | No log | 3.9245 | 208 | 0.7300 | 0.3520 | 0.7300 | 0.8544 |
156
+ | No log | 3.9623 | 210 | 0.7341 | 0.3981 | 0.7341 | 0.8568 |
157
+ | No log | 4.0 | 212 | 0.6045 | 0.4330 | 0.6045 | 0.7775 |
158
+ | No log | 4.0377 | 214 | 0.5474 | 0.4795 | 0.5474 | 0.7398 |
159
+ | No log | 4.0755 | 216 | 0.5242 | 0.5446 | 0.5242 | 0.7240 |
160
+ | No log | 4.1132 | 218 | 0.5123 | 0.5446 | 0.5123 | 0.7158 |
161
+ | No log | 4.1509 | 220 | 0.5027 | 0.4984 | 0.5027 | 0.7090 |
162
+ | No log | 4.1887 | 222 | 0.5126 | 0.4925 | 0.5126 | 0.7160 |
163
+ | No log | 4.2264 | 224 | 0.4733 | 0.6317 | 0.4733 | 0.6879 |
164
+ | No log | 4.2642 | 226 | 0.4773 | 0.5985 | 0.4773 | 0.6908 |
165
+ | No log | 4.3019 | 228 | 0.4632 | 0.6567 | 0.4632 | 0.6806 |
166
+ | No log | 4.3396 | 230 | 0.4585 | 0.6517 | 0.4585 | 0.6771 |
167
+ | No log | 4.3774 | 232 | 0.4713 | 0.5965 | 0.4713 | 0.6865 |
168
+ | No log | 4.4151 | 234 | 0.4648 | 0.6067 | 0.4648 | 0.6817 |
169
+ | No log | 4.4528 | 236 | 0.4532 | 0.6435 | 0.4532 | 0.6732 |
170
+ | No log | 4.4906 | 238 | 0.4933 | 0.5212 | 0.4933 | 0.7023 |
171
+ | No log | 4.5283 | 240 | 0.4777 | 0.5781 | 0.4777 | 0.6912 |
172
+ | No log | 4.5660 | 242 | 0.4624 | 0.6567 | 0.4624 | 0.6800 |
173
+ | No log | 4.6038 | 244 | 0.4694 | 0.6567 | 0.4694 | 0.6851 |
174
+ | No log | 4.6415 | 246 | 0.5545 | 0.5315 | 0.5545 | 0.7446 |
175
+ | No log | 4.6792 | 248 | 0.5647 | 0.5048 | 0.5647 | 0.7515 |
176
+ | No log | 4.7170 | 250 | 0.4720 | 0.6068 | 0.4720 | 0.6870 |
177
+ | No log | 4.7547 | 252 | 0.4768 | 0.5056 | 0.4768 | 0.6905 |
178
+ | No log | 4.7925 | 254 | 0.6423 | 0.4726 | 0.6423 | 0.8014 |
179
+ | No log | 4.8302 | 256 | 0.6437 | 0.4726 | 0.6437 | 0.8023 |
180
+ | No log | 4.8679 | 258 | 0.4840 | 0.5671 | 0.4840 | 0.6957 |
181
+ | No log | 4.9057 | 260 | 0.5166 | 0.5841 | 0.5166 | 0.7187 |
182
+ | No log | 4.9434 | 262 | 0.5758 | 0.5445 | 0.5758 | 0.7588 |
183
+ | No log | 4.9811 | 264 | 0.4950 | 0.5918 | 0.4950 | 0.7036 |
184
+ | No log | 5.0189 | 266 | 0.4518 | 0.5550 | 0.4518 | 0.6722 |
185
+ | No log | 5.0566 | 268 | 0.5726 | 0.4726 | 0.5726 | 0.7567 |
186
+ | No log | 5.0943 | 270 | 0.5583 | 0.4961 | 0.5583 | 0.7472 |
187
+ | No log | 5.1321 | 272 | 0.4503 | 0.5800 | 0.4503 | 0.6710 |
188
+ | No log | 5.1698 | 274 | 0.4484 | 0.6242 | 0.4484 | 0.6696 |
189
+ | No log | 5.2075 | 276 | 0.4615 | 0.6282 | 0.4615 | 0.6793 |
190
+ | No log | 5.2453 | 278 | 0.4604 | 0.6555 | 0.4604 | 0.6786 |
191
+ | No log | 5.2830 | 280 | 0.4625 | 0.5985 | 0.4625 | 0.6801 |
192
+ | No log | 5.3208 | 282 | 0.4540 | 0.5648 | 0.4540 | 0.6738 |
193
+ | No log | 5.3585 | 284 | 0.4909 | 0.4925 | 0.4909 | 0.7006 |
194
+ | No log | 5.3962 | 286 | 0.4995 | 0.4925 | 0.4995 | 0.7067 |
195
+ | No log | 5.4340 | 288 | 0.5548 | 0.5048 | 0.5548 | 0.7449 |
196
+ | No log | 5.4717 | 290 | 0.5530 | 0.4808 | 0.5530 | 0.7437 |
197
+ | No log | 5.5094 | 292 | 0.4696 | 0.5151 | 0.4696 | 0.6853 |
198
+ | No log | 5.5472 | 294 | 0.4487 | 0.6068 | 0.4487 | 0.6699 |
199
+ | No log | 5.5849 | 296 | 0.4891 | 0.5718 | 0.4891 | 0.6994 |
200
+ | No log | 5.6226 | 298 | 0.4581 | 0.6068 | 0.4581 | 0.6768 |
201
+ | No log | 5.6604 | 300 | 0.4524 | 0.6068 | 0.4524 | 0.6726 |
202
+ | No log | 5.6981 | 302 | 0.4534 | 0.5286 | 0.4534 | 0.6733 |
203
+ | No log | 5.7358 | 304 | 0.4797 | 0.5702 | 0.4797 | 0.6926 |
204
+ | No log | 5.7736 | 306 | 0.4965 | 0.5718 | 0.4965 | 0.7047 |
205
+ | No log | 5.8113 | 308 | 0.4857 | 0.5781 | 0.4857 | 0.6969 |
206
+ | No log | 5.8491 | 310 | 0.4723 | 0.5781 | 0.4723 | 0.6873 |
207
+ | No log | 5.8868 | 312 | 0.4763 | 0.5846 | 0.4763 | 0.6901 |
208
+ | No log | 5.9245 | 314 | 0.4762 | 0.5248 | 0.4762 | 0.6901 |
209
+ | No log | 5.9623 | 316 | 0.4848 | 0.5228 | 0.4848 | 0.6963 |
210
+ | No log | 6.0 | 318 | 0.4720 | 0.5485 | 0.4720 | 0.6871 |
211
+ | No log | 6.0377 | 320 | 0.4676 | 0.6001 | 0.4676 | 0.6838 |
212
+ | No log | 6.0755 | 322 | 0.4811 | 0.5283 | 0.4811 | 0.6936 |
213
+ | No log | 6.1132 | 324 | 0.4593 | 0.6282 | 0.4593 | 0.6777 |
214
+ | No log | 6.1509 | 326 | 0.4554 | 0.6197 | 0.4554 | 0.6749 |
215
+ | No log | 6.1887 | 328 | 0.4590 | 0.6114 | 0.4590 | 0.6775 |
216
+ | No log | 6.2264 | 330 | 0.5059 | 0.4931 | 0.5059 | 0.7113 |
217
+ | No log | 6.2642 | 332 | 0.5052 | 0.4868 | 0.5052 | 0.7108 |
218
+ | No log | 6.3019 | 334 | 0.4931 | 0.5144 | 0.4931 | 0.7022 |
219
+ | No log | 6.3396 | 336 | 0.4694 | 0.5352 | 0.4694 | 0.6851 |
220
+ | No log | 6.3774 | 338 | 0.4940 | 0.5569 | 0.4940 | 0.7028 |
221
+ | No log | 6.4151 | 340 | 0.4564 | 0.5554 | 0.4564 | 0.6755 |
222
+ | No log | 6.4528 | 342 | 0.4321 | 0.6197 | 0.4321 | 0.6573 |
223
+ | No log | 6.4906 | 344 | 0.4343 | 0.6197 | 0.4343 | 0.6590 |
224
+ | No log | 6.5283 | 346 | 0.4405 | 0.6129 | 0.4405 | 0.6637 |
225
+ | No log | 6.5660 | 348 | 0.4712 | 0.6201 | 0.4712 | 0.6864 |
226
+ | No log | 6.6038 | 350 | 0.4614 | 0.5831 | 0.4614 | 0.6793 |
227
+ | No log | 6.6415 | 352 | 0.4668 | 0.5831 | 0.4668 | 0.6832 |
228
+ | No log | 6.6792 | 354 | 0.4668 | 0.6254 | 0.4668 | 0.6833 |
229
+ | No log | 6.7170 | 356 | 0.4796 | 0.5831 | 0.4796 | 0.6925 |
230
+ | No log | 6.7547 | 358 | 0.4844 | 0.5687 | 0.4844 | 0.6960 |
231
+ | No log | 6.7925 | 360 | 0.4910 | 0.6087 | 0.4910 | 0.7007 |
232
+ | No log | 6.8302 | 362 | 0.4726 | 0.5912 | 0.4726 | 0.6875 |
233
+ | No log | 6.8679 | 364 | 0.4684 | 0.5912 | 0.4684 | 0.6844 |
234
+ | No log | 6.9057 | 366 | 0.4652 | 0.6129 | 0.4652 | 0.6820 |
235
+ | No log | 6.9434 | 368 | 0.4603 | 0.6267 | 0.4603 | 0.6784 |
236
+ | No log | 6.9811 | 370 | 0.4637 | 0.6105 | 0.4637 | 0.6810 |
237
+ | No log | 7.0189 | 372 | 0.4676 | 0.6105 | 0.4676 | 0.6838 |
238
+ | No log | 7.0566 | 374 | 0.4723 | 0.6371 | 0.4723 | 0.6872 |
239
+ | No log | 7.0943 | 376 | 0.5121 | 0.5289 | 0.5121 | 0.7156 |
240
+ | No log | 7.1321 | 378 | 0.6251 | 0.4819 | 0.6251 | 0.7906 |
241
+ | No log | 7.1698 | 380 | 0.6241 | 0.4978 | 0.6241 | 0.7900 |
242
+ | No log | 7.2075 | 382 | 0.5427 | 0.5252 | 0.5427 | 0.7367 |
243
+ | No log | 7.2453 | 384 | 0.5015 | 0.5289 | 0.5015 | 0.7082 |
244
+ | No log | 7.2830 | 386 | 0.4972 | 0.5912 | 0.4972 | 0.7051 |
245
+ | No log | 7.3208 | 388 | 0.5027 | 0.5926 | 0.5027 | 0.7090 |
246
+ | No log | 7.3585 | 390 | 0.5005 | 0.5340 | 0.5005 | 0.7074 |
247
+ | No log | 7.3962 | 392 | 0.4906 | 0.5507 | 0.4906 | 0.7005 |
248
+ | No log | 7.4340 | 394 | 0.5258 | 0.6047 | 0.5258 | 0.7251 |
249
+ | No log | 7.4717 | 396 | 0.5411 | 0.5455 | 0.5411 | 0.7356 |
250
+ | No log | 7.5094 | 398 | 0.5054 | 0.5627 | 0.5054 | 0.7109 |
251
+ | No log | 7.5472 | 400 | 0.4904 | 0.4768 | 0.4904 | 0.7003 |
252
+ | No log | 7.5849 | 402 | 0.5374 | 0.5681 | 0.5374 | 0.7331 |
253
+ | No log | 7.6226 | 404 | 0.5364 | 0.5403 | 0.5364 | 0.7324 |
254
+ | No log | 7.6604 | 406 | 0.5028 | 0.5723 | 0.5028 | 0.7091 |
255
+ | No log | 7.6981 | 408 | 0.4746 | 0.5797 | 0.4746 | 0.6889 |
256
+ | No log | 7.7358 | 410 | 0.4993 | 0.5524 | 0.4993 | 0.7066 |
257
+ | No log | 7.7736 | 412 | 0.4915 | 0.5663 | 0.4915 | 0.7010 |
258
+ | No log | 7.8113 | 414 | 0.4809 | 0.5860 | 0.4809 | 0.6935 |
259
+ | No log | 7.8491 | 416 | 0.4947 | 0.4726 | 0.4947 | 0.7034 |
260
+ | No log | 7.8868 | 418 | 0.5255 | 0.5111 | 0.5255 | 0.7249 |
261
+ | No log | 7.9245 | 420 | 0.5995 | 0.4845 | 0.5995 | 0.7742 |
262
+ | No log | 7.9623 | 422 | 0.6134 | 0.5430 | 0.6134 | 0.7832 |
263
+ | No log | 8.0 | 424 | 0.5435 | 0.5111 | 0.5435 | 0.7372 |
264
+ | No log | 8.0377 | 426 | 0.4891 | 0.3523 | 0.4891 | 0.6993 |
265
+ | No log | 8.0755 | 428 | 0.4937 | 0.4938 | 0.4937 | 0.7026 |
266
+ | No log | 8.1132 | 430 | 0.4883 | 0.4505 | 0.4883 | 0.6988 |
267
+ | No log | 8.1509 | 432 | 0.5144 | 0.4707 | 0.5144 | 0.7172 |
268
+ | No log | 8.1887 | 434 | 0.5529 | 0.4855 | 0.5529 | 0.7436 |
269
+ | No log | 8.2264 | 436 | 0.5273 | 0.5111 | 0.5273 | 0.7261 |
270
+ | No log | 8.2642 | 438 | 0.4818 | 0.4983 | 0.4817 | 0.6941 |
271
+ | No log | 8.3019 | 440 | 0.4734 | 0.4656 | 0.4734 | 0.6880 |
272
+ | No log | 8.3396 | 442 | 0.4743 | 0.4407 | 0.4743 | 0.6887 |
273
+ | No log | 8.3774 | 444 | 0.4730 | 0.4378 | 0.4730 | 0.6877 |
274
+ | No log | 8.4151 | 446 | 0.4952 | 0.4614 | 0.4952 | 0.7037 |
275
+ | No log | 8.4528 | 448 | 0.5360 | 0.5403 | 0.5360 | 0.7321 |
276
+ | No log | 8.4906 | 450 | 0.5720 | 0.5646 | 0.5720 | 0.7563 |
277
+ | No log | 8.5283 | 452 | 0.5255 | 0.6037 | 0.5255 | 0.7249 |
278
+ | No log | 8.5660 | 454 | 0.4777 | 0.4983 | 0.4777 | 0.6911 |
279
+ | No log | 8.6038 | 456 | 0.4700 | 0.5152 | 0.4700 | 0.6855 |
280
+ | No log | 8.6415 | 458 | 0.4761 | 0.5414 | 0.4761 | 0.6900 |
281
+ | No log | 8.6792 | 460 | 0.4679 | 0.5227 | 0.4679 | 0.6840 |
282
+ | No log | 8.7170 | 462 | 0.4897 | 0.4614 | 0.4897 | 0.6998 |
283
+ | No log | 8.7547 | 464 | 0.5093 | 0.4867 | 0.5093 | 0.7136 |
284
+ | No log | 8.7925 | 466 | 0.5028 | 0.4867 | 0.5028 | 0.7091 |
285
+ | No log | 8.8302 | 468 | 0.5089 | 0.4867 | 0.5089 | 0.7134 |
286
+ | No log | 8.8679 | 470 | 0.4822 | 0.4419 | 0.4822 | 0.6944 |
287
+ | No log | 8.9057 | 472 | 0.4737 | 0.4253 | 0.4737 | 0.6883 |
288
+ | No log | 8.9434 | 474 | 0.4806 | 0.4482 | 0.4806 | 0.6933 |
289
+ | No log | 8.9811 | 476 | 0.4766 | 0.4253 | 0.4766 | 0.6904 |
290
+ | No log | 9.0189 | 478 | 0.4711 | 0.4314 | 0.4711 | 0.6864 |
291
+ | No log | 9.0566 | 480 | 0.4632 | 0.4949 | 0.4632 | 0.6806 |
292
+ | No log | 9.0943 | 482 | 0.4622 | 0.4898 | 0.4622 | 0.6799 |
293
+ | No log | 9.1321 | 484 | 0.4635 | 0.4918 | 0.4635 | 0.6808 |
294
+ | No log | 9.1698 | 486 | 0.4601 | 0.5171 | 0.4601 | 0.6783 |
295
+ | No log | 9.2075 | 488 | 0.4602 | 0.5432 | 0.4602 | 0.6784 |
296
+ | No log | 9.2453 | 490 | 0.4668 | 0.4997 | 0.4668 | 0.6832 |
297
+ | No log | 9.2830 | 492 | 0.4934 | 0.5544 | 0.4934 | 0.7024 |
298
+ | No log | 9.3208 | 494 | 0.4632 | 0.5438 | 0.4632 | 0.6806 |
299
+ | No log | 9.3585 | 496 | 0.4341 | 0.6255 | 0.4341 | 0.6589 |
300
+ | No log | 9.3962 | 498 | 0.4613 | 0.5852 | 0.4613 | 0.6792 |
301
+ | 0.3119 | 9.4340 | 500 | 0.4784 | 0.5698 | 0.4784 | 0.6917 |
302
+ | 0.3119 | 9.4717 | 502 | 0.4556 | 0.5749 | 0.4556 | 0.6750 |
303
+ | 0.3119 | 9.5094 | 504 | 0.4467 | 0.5231 | 0.4467 | 0.6684 |
304
+ | 0.3119 | 9.5472 | 506 | 0.4484 | 0.5231 | 0.4484 | 0.6696 |
305
+ | 0.3119 | 9.5849 | 508 | 0.4802 | 0.5614 | 0.4802 | 0.6930 |
306
+ | 0.3119 | 9.6226 | 510 | 0.5217 | 0.5597 | 0.5217 | 0.7223 |
307
+ | 0.3119 | 9.6604 | 512 | 0.5172 | 0.5597 | 0.5172 | 0.7192 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
308
 
309
 
310
  ### Framework versions
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