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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task5_organization

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  1. README.md +269 -261
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_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: 1.0356
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- - Qwk: 0.2394
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- - Mse: 1.0356
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- - Rmse: 1.0176
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  ## Model description
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@@ -49,261 +49,269 @@ 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 | 0.1333 | 2 | 4.0131 | -0.0115 | 4.0131 | 2.0033 |
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- | No log | 0.2667 | 4 | 2.5251 | -0.0631 | 2.5251 | 1.5890 |
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- | No log | 0.4 | 6 | 2.3114 | 0.0439 | 2.3114 | 1.5203 |
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- | No log | 0.5333 | 8 | 1.5767 | 0.0707 | 1.5767 | 1.2557 |
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- | No log | 0.6667 | 10 | 1.2077 | 0.1871 | 1.2077 | 1.0989 |
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- | No log | 0.8 | 12 | 1.2279 | 0.2424 | 1.2279 | 1.1081 |
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- | No log | 0.9333 | 14 | 1.8259 | 0.1456 | 1.8259 | 1.3513 |
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- | No log | 1.0667 | 16 | 1.3934 | 0.0944 | 1.3934 | 1.1804 |
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- | No log | 1.2 | 18 | 1.0473 | 0.3753 | 1.0473 | 1.0234 |
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- | No log | 1.3333 | 20 | 1.0995 | 0.3337 | 1.0995 | 1.0486 |
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- | No log | 1.4667 | 22 | 1.2165 | 0.2991 | 1.2165 | 1.1029 |
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- | No log | 1.6 | 24 | 1.2041 | 0.3056 | 1.2041 | 1.0973 |
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- | No log | 1.7333 | 26 | 1.1034 | 0.3243 | 1.1034 | 1.0504 |
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- | No log | 1.8667 | 28 | 1.1504 | 0.2501 | 1.1504 | 1.0726 |
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- | No log | 2.0 | 30 | 1.2105 | 0.2710 | 1.2105 | 1.1002 |
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- | No log | 2.1333 | 32 | 1.2496 | 0.2691 | 1.2496 | 1.1178 |
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- | No log | 2.2667 | 34 | 1.1439 | 0.3065 | 1.1439 | 1.0695 |
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- | No log | 2.4 | 36 | 1.0943 | 0.2191 | 1.0943 | 1.0461 |
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- | No log | 2.5333 | 38 | 1.1372 | 0.2590 | 1.1372 | 1.0664 |
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- | No log | 2.6667 | 40 | 1.3982 | 0.3137 | 1.3982 | 1.1825 |
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- | No log | 2.8 | 42 | 1.6192 | 0.1892 | 1.6192 | 1.2725 |
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- | No log | 2.9333 | 44 | 1.4874 | 0.2029 | 1.4874 | 1.2196 |
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- | No log | 3.0667 | 46 | 1.1311 | 0.3317 | 1.1311 | 1.0636 |
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- | No log | 3.2 | 48 | 1.0328 | 0.3001 | 1.0328 | 1.0163 |
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- | No log | 3.3333 | 50 | 0.9702 | 0.2765 | 0.9702 | 0.9850 |
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- | No log | 3.4667 | 52 | 0.9635 | 0.2671 | 0.9635 | 0.9816 |
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- | No log | 3.6 | 54 | 1.0000 | 0.3076 | 1.0000 | 1.0000 |
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- | No log | 3.7333 | 56 | 1.2936 | 0.2786 | 1.2936 | 1.1374 |
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- | No log | 3.8667 | 58 | 1.5648 | 0.3106 | 1.5648 | 1.2509 |
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- | No log | 4.0 | 60 | 1.4693 | 0.3294 | 1.4693 | 1.2121 |
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- | No log | 4.1333 | 62 | 1.1650 | 0.2611 | 1.1650 | 1.0794 |
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- | No log | 4.2667 | 64 | 0.9994 | 0.2829 | 0.9994 | 0.9997 |
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- | No log | 4.4 | 66 | 1.0314 | 0.2491 | 1.0314 | 1.0156 |
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- | No log | 4.5333 | 68 | 1.1165 | 0.3088 | 1.1165 | 1.0566 |
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- | No log | 4.6667 | 70 | 1.1061 | 0.2963 | 1.1061 | 1.0517 |
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- | No log | 4.8 | 72 | 1.0815 | 0.3010 | 1.0815 | 1.0399 |
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- | No log | 4.9333 | 74 | 1.0695 | 0.2255 | 1.0695 | 1.0342 |
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- | No log | 5.0667 | 76 | 1.1690 | 0.1987 | 1.1690 | 1.0812 |
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- | No log | 5.2 | 78 | 1.3396 | 0.3222 | 1.3396 | 1.1574 |
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- | No log | 5.3333 | 80 | 1.3971 | 0.4030 | 1.3971 | 1.1820 |
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- | No log | 5.4667 | 82 | 1.3733 | 0.3806 | 1.3733 | 1.1719 |
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- | No log | 5.6 | 84 | 1.3784 | 0.2933 | 1.3784 | 1.1741 |
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- | No log | 5.7333 | 86 | 1.1813 | 0.3320 | 1.1813 | 1.0869 |
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- | No log | 5.8667 | 88 | 1.0661 | 0.4024 | 1.0661 | 1.0325 |
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- | No log | 6.0 | 90 | 1.1165 | 0.3357 | 1.1165 | 1.0566 |
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- | No log | 6.1333 | 92 | 1.0846 | 0.4257 | 1.0846 | 1.0414 |
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- | No log | 6.2667 | 94 | 1.2416 | 0.3058 | 1.2416 | 1.1143 |
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- | No log | 6.4 | 96 | 1.1758 | 0.3401 | 1.1758 | 1.0843 |
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- | No log | 6.5333 | 98 | 1.1315 | 0.3807 | 1.1315 | 1.0637 |
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- | No log | 6.6667 | 100 | 1.1456 | 0.4929 | 1.1456 | 1.0703 |
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- | No log | 6.8 | 102 | 1.0597 | 0.2967 | 1.0597 | 1.0294 |
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- | No log | 6.9333 | 104 | 1.1370 | 0.2904 | 1.1370 | 1.0663 |
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- | No log | 7.0667 | 106 | 1.4686 | 0.2238 | 1.4686 | 1.2119 |
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- | No log | 7.2 | 108 | 1.3472 | 0.2973 | 1.3472 | 1.1607 |
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- | No log | 7.3333 | 110 | 1.0698 | 0.2989 | 1.0698 | 1.0343 |
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- | No log | 7.4667 | 112 | 1.1444 | 0.4356 | 1.1444 | 1.0698 |
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- | No log | 7.6 | 114 | 1.1396 | 0.4123 | 1.1396 | 1.0675 |
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- | No log | 7.7333 | 116 | 1.0522 | 0.2537 | 1.0522 | 1.0258 |
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- | No log | 7.8667 | 118 | 1.2766 | 0.2539 | 1.2766 | 1.1299 |
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- | No log | 8.0 | 120 | 1.3295 | 0.2002 | 1.3295 | 1.1531 |
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- | No log | 8.1333 | 122 | 1.1555 | 0.3219 | 1.1555 | 1.0750 |
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- | No log | 8.2667 | 124 | 1.1016 | 0.3181 | 1.1016 | 1.0496 |
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- | No log | 8.4 | 126 | 1.1596 | 0.3274 | 1.1596 | 1.0768 |
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- | No log | 8.5333 | 128 | 1.1640 | 0.3697 | 1.1640 | 1.0789 |
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- | No log | 8.6667 | 130 | 1.1474 | 0.3200 | 1.1474 | 1.0712 |
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- | No log | 8.8 | 132 | 1.1564 | 0.3043 | 1.1564 | 1.0754 |
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- | No log | 8.9333 | 134 | 1.0600 | 0.3200 | 1.0600 | 1.0296 |
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- | No log | 9.0667 | 136 | 1.0153 | 0.4025 | 1.0153 | 1.0076 |
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- | No log | 9.2 | 138 | 0.9629 | 0.4444 | 0.9629 | 0.9813 |
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- | No log | 9.3333 | 140 | 0.9902 | 0.3566 | 0.9902 | 0.9951 |
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- | No log | 9.4667 | 142 | 0.9758 | 0.3957 | 0.9758 | 0.9878 |
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- | No log | 9.6 | 144 | 0.9854 | 0.5378 | 0.9854 | 0.9927 |
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- | No log | 9.7333 | 146 | 1.1183 | 0.3794 | 1.1183 | 1.0575 |
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- | No log | 9.8667 | 148 | 1.0887 | 0.4638 | 1.0887 | 1.0434 |
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- | No log | 10.0 | 150 | 1.0564 | 0.5241 | 1.0564 | 1.0278 |
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- | No log | 10.1333 | 152 | 1.0321 | 0.5241 | 1.0321 | 1.0159 |
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- | No log | 10.2667 | 154 | 0.9883 | 0.4996 | 0.9883 | 0.9941 |
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- | No log | 10.4 | 156 | 1.0352 | 0.4921 | 1.0352 | 1.0175 |
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- | No log | 10.5333 | 158 | 1.0239 | 0.4681 | 1.0239 | 1.0119 |
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- | No log | 10.6667 | 160 | 0.9716 | 0.3996 | 0.9716 | 0.9857 |
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- | No log | 10.8 | 162 | 1.0354 | 0.3502 | 1.0354 | 1.0175 |
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- | No log | 10.9333 | 164 | 1.0024 | 0.3856 | 1.0024 | 1.0012 |
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- | No log | 11.0667 | 166 | 0.9964 | 0.4131 | 0.9964 | 0.9982 |
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- | No log | 11.2 | 168 | 1.1244 | 0.4107 | 1.1244 | 1.0604 |
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- | No log | 11.3333 | 170 | 1.1353 | 0.4107 | 1.1353 | 1.0655 |
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- | No log | 11.4667 | 172 | 1.0556 | 0.3596 | 1.0556 | 1.0274 |
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- | No log | 11.6 | 174 | 1.0910 | 0.3838 | 1.0910 | 1.0445 |
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- | No log | 11.7333 | 176 | 1.0576 | 0.3492 | 1.0576 | 1.0284 |
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- | No log | 11.8667 | 178 | 0.9710 | 0.3707 | 0.9710 | 0.9854 |
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- | No log | 12.0 | 180 | 1.0110 | 0.4310 | 1.0110 | 1.0055 |
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- | No log | 12.1333 | 182 | 1.0307 | 0.4310 | 1.0307 | 1.0152 |
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- | No log | 12.2667 | 184 | 0.9975 | 0.2347 | 0.9975 | 0.9988 |
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- | No log | 12.4 | 186 | 1.1276 | 0.2837 | 1.1276 | 1.0619 |
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- | No log | 12.5333 | 188 | 1.2408 | 0.2812 | 1.2408 | 1.1139 |
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- | No log | 12.6667 | 190 | 1.1432 | 0.2837 | 1.1432 | 1.0692 |
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- | No log | 12.8 | 192 | 1.0085 | 0.2176 | 1.0085 | 1.0043 |
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- | No log | 12.9333 | 194 | 1.0247 | 0.3554 | 1.0247 | 1.0123 |
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- | No log | 13.0667 | 196 | 1.0123 | 0.3946 | 1.0123 | 1.0061 |
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- | No log | 13.2 | 198 | 0.9865 | 0.2804 | 0.9865 | 0.9932 |
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- | No log | 13.3333 | 200 | 1.1173 | 0.3427 | 1.1173 | 1.0570 |
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- | No log | 13.4667 | 202 | 1.1984 | 0.3329 | 1.1984 | 1.0947 |
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- | No log | 13.6 | 204 | 1.1368 | 0.4060 | 1.1368 | 1.0662 |
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- | No log | 13.7333 | 206 | 1.0440 | 0.3176 | 1.0440 | 1.0218 |
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- | No log | 13.8667 | 208 | 1.0663 | 0.4489 | 1.0663 | 1.0326 |
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- | No log | 14.0 | 210 | 1.0804 | 0.3303 | 1.0804 | 1.0394 |
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- | No log | 14.1333 | 212 | 1.0501 | 0.3176 | 1.0501 | 1.0247 |
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- | No log | 14.2667 | 214 | 1.0682 | 0.3485 | 1.0682 | 1.0335 |
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- | No log | 14.4 | 216 | 1.0809 | 0.4077 | 1.0809 | 1.0397 |
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- | No log | 14.5333 | 218 | 1.0255 | 0.3648 | 1.0255 | 1.0127 |
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- | No log | 14.6667 | 220 | 1.0309 | 0.4521 | 1.0309 | 1.0153 |
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- | No log | 14.8 | 222 | 1.0444 | 0.4575 | 1.0444 | 1.0219 |
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- | No log | 14.9333 | 224 | 0.9713 | 0.4546 | 0.9713 | 0.9856 |
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- | No log | 15.0667 | 226 | 0.9905 | 0.4718 | 0.9905 | 0.9952 |
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- | No log | 15.2 | 228 | 1.1408 | 0.2887 | 1.1408 | 1.0681 |
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- | No log | 15.3333 | 230 | 1.1487 | 0.3295 | 1.1487 | 1.0718 |
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- | No log | 15.4667 | 232 | 1.0850 | 0.4732 | 1.0850 | 1.0416 |
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- | No log | 15.6 | 234 | 1.0973 | 0.3168 | 1.0973 | 1.0475 |
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- | No log | 15.7333 | 236 | 1.1935 | 0.3649 | 1.1935 | 1.0925 |
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- | No log | 15.8667 | 238 | 1.2721 | 0.2899 | 1.2721 | 1.1279 |
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- | No log | 16.0 | 240 | 1.2052 | 0.3675 | 1.2052 | 1.0978 |
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- | No log | 16.1333 | 242 | 1.1078 | 0.4135 | 1.1078 | 1.0525 |
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- | No log | 16.2667 | 244 | 1.0623 | 0.3338 | 1.0623 | 1.0307 |
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- | No log | 16.4 | 246 | 1.0776 | 0.3162 | 1.0776 | 1.0381 |
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- | No log | 16.5333 | 248 | 1.0651 | 0.3162 | 1.0651 | 1.0320 |
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- | No log | 16.6667 | 250 | 1.0339 | 0.3947 | 1.0339 | 1.0168 |
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- | No log | 16.8 | 252 | 0.9970 | 0.4282 | 0.9970 | 0.9985 |
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- | No log | 16.9333 | 254 | 1.0007 | 0.3892 | 1.0007 | 1.0004 |
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- | No log | 17.0667 | 256 | 1.0089 | 0.3892 | 1.0089 | 1.0044 |
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- | No log | 17.2 | 258 | 1.0004 | 0.4053 | 1.0004 | 1.0002 |
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- | No log | 17.3333 | 260 | 1.0496 | 0.4083 | 1.0496 | 1.0245 |
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- | No log | 17.4667 | 262 | 1.0671 | 0.4458 | 1.0671 | 1.0330 |
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- | No log | 17.6 | 264 | 1.0870 | 0.4330 | 1.0870 | 1.0426 |
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- | No log | 17.7333 | 266 | 1.0756 | 0.3823 | 1.0756 | 1.0371 |
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- | No log | 17.8667 | 268 | 1.0701 | 0.3056 | 1.0701 | 1.0345 |
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- | No log | 18.0 | 270 | 1.0692 | 0.2930 | 1.0692 | 1.0340 |
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- | No log | 18.1333 | 272 | 1.1010 | 0.3713 | 1.1010 | 1.0493 |
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- | No log | 18.2667 | 274 | 1.1025 | 0.3448 | 1.1025 | 1.0500 |
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- | No log | 18.4 | 276 | 1.1186 | 0.3113 | 1.1186 | 1.0576 |
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- | No log | 18.5333 | 278 | 1.1451 | 0.3113 | 1.1451 | 1.0701 |
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- | No log | 18.6667 | 280 | 1.1559 | 0.2804 | 1.1559 | 1.0751 |
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- | No log | 18.8 | 282 | 1.1426 | 0.2804 | 1.1426 | 1.0689 |
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- | No log | 18.9333 | 284 | 1.1278 | 0.2297 | 1.1278 | 1.0620 |
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- | No log | 19.0667 | 286 | 1.1010 | 0.2898 | 1.1010 | 1.0493 |
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- | No log | 19.2 | 288 | 1.0665 | 0.3483 | 1.0665 | 1.0327 |
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- | No log | 19.3333 | 290 | 1.0509 | 0.3284 | 1.0509 | 1.0251 |
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- | No log | 19.4667 | 292 | 1.0655 | 0.3019 | 1.0655 | 1.0322 |
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- | No log | 19.6 | 294 | 1.0902 | 0.3299 | 1.0902 | 1.0441 |
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- | No log | 19.7333 | 296 | 1.1224 | 0.4321 | 1.1224 | 1.0594 |
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- | No log | 19.8667 | 298 | 1.1117 | 0.3595 | 1.1117 | 1.0544 |
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- | No log | 20.0 | 300 | 1.0927 | 0.3399 | 1.0927 | 1.0453 |
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- | No log | 20.1333 | 302 | 1.0726 | 0.3573 | 1.0726 | 1.0357 |
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- | No log | 20.2667 | 304 | 1.0391 | 0.4342 | 1.0391 | 1.0193 |
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- | No log | 20.4 | 306 | 0.9884 | 0.4102 | 0.9884 | 0.9942 |
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- | No log | 20.5333 | 308 | 0.9852 | 0.3708 | 0.9852 | 0.9926 |
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- | No log | 20.6667 | 310 | 1.0014 | 0.2850 | 1.0014 | 1.0007 |
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- | No log | 20.8 | 312 | 0.9971 | 0.2850 | 0.9971 | 0.9985 |
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- | No log | 20.9333 | 314 | 0.9916 | 0.3729 | 0.9916 | 0.9958 |
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- | No log | 21.0667 | 316 | 1.0337 | 0.4723 | 1.0337 | 1.0167 |
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- | No log | 21.2 | 318 | 1.0906 | 0.4268 | 1.0906 | 1.0443 |
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- | No log | 21.3333 | 320 | 1.0801 | 0.4139 | 1.0801 | 1.0393 |
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- | No log | 21.4667 | 322 | 1.0155 | 0.3306 | 1.0155 | 1.0077 |
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- | No log | 21.6 | 324 | 0.9879 | 0.2619 | 0.9879 | 0.9939 |
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- | No log | 21.7333 | 326 | 1.0074 | 0.2491 | 1.0074 | 1.0037 |
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- | No log | 21.8667 | 328 | 1.0259 | 0.3584 | 1.0259 | 1.0128 |
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- | No log | 22.0 | 330 | 1.0160 | 0.3421 | 1.0160 | 1.0080 |
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- | No log | 22.1333 | 332 | 1.0143 | 0.3482 | 1.0143 | 1.0071 |
218
- | No log | 22.2667 | 334 | 1.0269 | 0.3756 | 1.0269 | 1.0134 |
219
- | No log | 22.4 | 336 | 1.0966 | 0.3860 | 1.0966 | 1.0472 |
220
- | No log | 22.5333 | 338 | 1.1769 | 0.3766 | 1.1769 | 1.0849 |
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- | No log | 22.6667 | 340 | 1.1766 | 0.4238 | 1.1766 | 1.0847 |
222
- | No log | 22.8 | 342 | 1.0947 | 0.4253 | 1.0947 | 1.0463 |
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- | No log | 22.9333 | 344 | 0.9902 | 0.3358 | 0.9902 | 0.9951 |
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- | No log | 23.0667 | 346 | 1.0012 | 0.2554 | 1.0012 | 1.0006 |
225
- | No log | 23.2 | 348 | 1.0588 | 0.2757 | 1.0588 | 1.0290 |
226
- | No log | 23.3333 | 350 | 1.0738 | 0.2757 | 1.0738 | 1.0362 |
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- | No log | 23.4667 | 352 | 1.0657 | 0.2921 | 1.0657 | 1.0323 |
228
- | No log | 23.6 | 354 | 1.1104 | 0.3011 | 1.1104 | 1.0537 |
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- | No log | 23.7333 | 356 | 1.1573 | 0.3880 | 1.1573 | 1.0758 |
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- | No log | 23.8667 | 358 | 1.1650 | 0.3560 | 1.1650 | 1.0794 |
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- | No log | 24.0 | 360 | 1.1417 | 0.3032 | 1.1417 | 1.0685 |
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- | No log | 24.1333 | 362 | 1.1230 | 0.2786 | 1.1230 | 1.0597 |
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- | No log | 24.2667 | 364 | 1.1165 | 0.2196 | 1.1165 | 1.0566 |
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- | No log | 24.4 | 366 | 1.0929 | 0.2196 | 1.0929 | 1.0454 |
235
- | No log | 24.5333 | 368 | 1.0937 | 0.2597 | 1.0937 | 1.0458 |
236
- | No log | 24.6667 | 370 | 1.1111 | 0.2669 | 1.1111 | 1.0541 |
237
- | No log | 24.8 | 372 | 1.1173 | 0.2802 | 1.1173 | 1.0570 |
238
- | No log | 24.9333 | 374 | 1.0963 | 0.2921 | 1.0963 | 1.0470 |
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- | No log | 25.0667 | 376 | 1.0950 | 0.2629 | 1.0950 | 1.0464 |
240
- | No log | 25.2 | 378 | 1.1023 | 0.3255 | 1.1023 | 1.0499 |
241
- | No log | 25.3333 | 380 | 1.0853 | 0.3809 | 1.0853 | 1.0418 |
242
- | No log | 25.4667 | 382 | 1.0497 | 0.3369 | 1.0497 | 1.0245 |
243
- | No log | 25.6 | 384 | 1.0395 | 0.2887 | 1.0395 | 1.0195 |
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- | No log | 25.7333 | 386 | 1.0235 | 0.1909 | 1.0235 | 1.0117 |
245
- | No log | 25.8667 | 388 | 1.0136 | 0.1935 | 1.0136 | 1.0068 |
246
- | No log | 26.0 | 390 | 1.0127 | 0.1935 | 1.0127 | 1.0063 |
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- | No log | 26.1333 | 392 | 1.0153 | 0.2301 | 1.0153 | 1.0076 |
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- | No log | 26.2667 | 394 | 1.0428 | 0.3822 | 1.0428 | 1.0212 |
249
- | No log | 26.4 | 396 | 1.0592 | 0.4357 | 1.0592 | 1.0292 |
250
- | No log | 26.5333 | 398 | 1.0715 | 0.3289 | 1.0715 | 1.0351 |
251
- | No log | 26.6667 | 400 | 1.0874 | 0.3179 | 1.0874 | 1.0428 |
252
- | No log | 26.8 | 402 | 1.0877 | 0.2899 | 1.0877 | 1.0429 |
253
- | No log | 26.9333 | 404 | 1.0930 | 0.2492 | 1.0930 | 1.0455 |
254
- | No log | 27.0667 | 406 | 1.1178 | 0.2356 | 1.1178 | 1.0573 |
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- | No log | 27.2 | 408 | 1.1339 | 0.2871 | 1.1339 | 1.0648 |
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- | No log | 27.3333 | 410 | 1.1363 | 0.2871 | 1.1363 | 1.0660 |
257
- | No log | 27.4667 | 412 | 1.1335 | 0.2871 | 1.1335 | 1.0646 |
258
- | No log | 27.6 | 414 | 1.1009 | 0.2786 | 1.1009 | 1.0492 |
259
- | No log | 27.7333 | 416 | 1.0692 | 0.2786 | 1.0692 | 1.0340 |
260
- | No log | 27.8667 | 418 | 1.0341 | 0.2408 | 1.0341 | 1.0169 |
261
- | No log | 28.0 | 420 | 1.0236 | 0.2122 | 1.0236 | 1.0117 |
262
- | No log | 28.1333 | 422 | 1.0313 | 0.2408 | 1.0313 | 1.0155 |
263
- | No log | 28.2667 | 424 | 1.0536 | 0.3223 | 1.0536 | 1.0264 |
264
- | No log | 28.4 | 426 | 1.0978 | 0.4250 | 1.0978 | 1.0478 |
265
- | No log | 28.5333 | 428 | 1.1331 | 0.4218 | 1.1331 | 1.0645 |
266
- | No log | 28.6667 | 430 | 1.1300 | 0.4326 | 1.1300 | 1.0630 |
267
- | No log | 28.8 | 432 | 1.0843 | 0.4250 | 1.0843 | 1.0413 |
268
- | No log | 28.9333 | 434 | 1.0654 | 0.2651 | 1.0654 | 1.0322 |
269
- | No log | 29.0667 | 436 | 1.0620 | 0.2808 | 1.0620 | 1.0305 |
270
- | No log | 29.2 | 438 | 1.0588 | 0.2786 | 1.0588 | 1.0290 |
271
- | No log | 29.3333 | 440 | 1.0531 | 0.2786 | 1.0531 | 1.0262 |
272
- | No log | 29.4667 | 442 | 1.0481 | 0.2629 | 1.0481 | 1.0237 |
273
- | No log | 29.6 | 444 | 1.0501 | 0.2697 | 1.0501 | 1.0248 |
274
- | No log | 29.7333 | 446 | 1.0560 | 0.3204 | 1.0560 | 1.0276 |
275
- | No log | 29.8667 | 448 | 1.0798 | 0.3205 | 1.0798 | 1.0391 |
276
- | No log | 30.0 | 450 | 1.1428 | 0.3219 | 1.1428 | 1.0690 |
277
- | No log | 30.1333 | 452 | 1.1468 | 0.3339 | 1.1468 | 1.0709 |
278
- | No log | 30.2667 | 454 | 1.0683 | 0.2932 | 1.0683 | 1.0336 |
279
- | No log | 30.4 | 456 | 1.0128 | 0.3457 | 1.0128 | 1.0064 |
280
- | No log | 30.5333 | 458 | 1.0304 | 0.3493 | 1.0304 | 1.0151 |
281
- | No log | 30.6667 | 460 | 1.0528 | 0.3765 | 1.0528 | 1.0260 |
282
- | No log | 30.8 | 462 | 1.0480 | 0.3493 | 1.0480 | 1.0237 |
283
- | No log | 30.9333 | 464 | 1.0310 | 0.3091 | 1.0310 | 1.0154 |
284
- | No log | 31.0667 | 466 | 1.0345 | 0.2574 | 1.0345 | 1.0171 |
285
- | No log | 31.2 | 468 | 1.0587 | 0.1818 | 1.0587 | 1.0289 |
286
- | No log | 31.3333 | 470 | 1.0602 | 0.2025 | 1.0602 | 1.0296 |
287
- | No log | 31.4667 | 472 | 1.0500 | 0.2879 | 1.0500 | 1.0247 |
288
- | No log | 31.6 | 474 | 1.0533 | 0.2993 | 1.0533 | 1.0263 |
289
- | No log | 31.7333 | 476 | 1.0586 | 0.3052 | 1.0586 | 1.0289 |
290
- | No log | 31.8667 | 478 | 1.0426 | 0.3169 | 1.0426 | 1.0211 |
291
- | No log | 32.0 | 480 | 1.0280 | 0.3169 | 1.0280 | 1.0139 |
292
- | No log | 32.1333 | 482 | 1.0137 | 0.3169 | 1.0137 | 1.0068 |
293
- | No log | 32.2667 | 484 | 1.0097 | 0.3169 | 1.0097 | 1.0049 |
294
- | No log | 32.4 | 486 | 1.0255 | 0.3117 | 1.0255 | 1.0127 |
295
- | No log | 32.5333 | 488 | 1.0394 | 0.2739 | 1.0394 | 1.0195 |
296
- | No log | 32.6667 | 490 | 1.0455 | 0.2739 | 1.0455 | 1.0225 |
297
- | No log | 32.8 | 492 | 1.0628 | 0.2554 | 1.0628 | 1.0309 |
298
- | No log | 32.9333 | 494 | 1.0567 | 0.2394 | 1.0567 | 1.0280 |
299
- | No log | 33.0667 | 496 | 1.0683 | 0.2312 | 1.0683 | 1.0336 |
300
- | No log | 33.2 | 498 | 1.0907 | 0.2829 | 1.0907 | 1.0444 |
301
- | 0.233 | 33.3333 | 500 | 1.1051 | 0.3438 | 1.1051 | 1.0513 |
302
- | 0.233 | 33.4667 | 502 | 1.1022 | 0.3143 | 1.1022 | 1.0499 |
303
- | 0.233 | 33.6 | 504 | 1.0795 | 0.2829 | 1.0795 | 1.0390 |
304
- | 0.233 | 33.7333 | 506 | 1.0484 | 0.2486 | 1.0484 | 1.0239 |
305
- | 0.233 | 33.8667 | 508 | 1.0401 | 0.2394 | 1.0401 | 1.0199 |
306
- | 0.233 | 34.0 | 510 | 1.0356 | 0.2394 | 1.0356 | 1.0176 |
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7764
19
+ - Qwk: 0.4546
20
+ - Mse: 0.7764
21
+ - Rmse: 0.8812
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 3.7704 | -0.0215 | 3.7704 | 1.9418 |
53
+ | No log | 0.2667 | 4 | 2.1309 | 0.0539 | 2.1309 | 1.4598 |
54
+ | No log | 0.4 | 6 | 1.6459 | 0.0757 | 1.6459 | 1.2829 |
55
+ | No log | 0.5333 | 8 | 1.2337 | 0.1406 | 1.2337 | 1.1107 |
56
+ | No log | 0.6667 | 10 | 0.9785 | 0.2441 | 0.9785 | 0.9892 |
57
+ | No log | 0.8 | 12 | 0.9752 | 0.4312 | 0.9752 | 0.9875 |
58
+ | No log | 0.9333 | 14 | 1.2161 | 0.0 | 1.2161 | 1.1028 |
59
+ | No log | 1.0667 | 16 | 1.3649 | 0.0399 | 1.3649 | 1.1683 |
60
+ | No log | 1.2 | 18 | 1.2199 | 0.0769 | 1.2199 | 1.1045 |
61
+ | No log | 1.3333 | 20 | 1.0201 | 0.3396 | 1.0201 | 1.0100 |
62
+ | No log | 1.4667 | 22 | 0.9542 | 0.3094 | 0.9542 | 0.9768 |
63
+ | No log | 1.6 | 24 | 0.9642 | 0.2166 | 0.9642 | 0.9819 |
64
+ | No log | 1.7333 | 26 | 0.9843 | 0.1644 | 0.9843 | 0.9921 |
65
+ | No log | 1.8667 | 28 | 1.1396 | 0.2439 | 1.1396 | 1.0675 |
66
+ | No log | 2.0 | 30 | 1.0690 | 0.3063 | 1.0690 | 1.0339 |
67
+ | No log | 2.1333 | 32 | 1.0372 | 0.1693 | 1.0372 | 1.0184 |
68
+ | No log | 2.2667 | 34 | 1.0805 | 0.1761 | 1.0805 | 1.0395 |
69
+ | No log | 2.4 | 36 | 1.0704 | 0.2057 | 1.0704 | 1.0346 |
70
+ | No log | 2.5333 | 38 | 1.0721 | 0.1491 | 1.0721 | 1.0354 |
71
+ | No log | 2.6667 | 40 | 1.0418 | 0.2693 | 1.0418 | 1.0207 |
72
+ | No log | 2.8 | 42 | 1.1194 | 0.2914 | 1.1194 | 1.0580 |
73
+ | No log | 2.9333 | 44 | 1.1782 | 0.3650 | 1.1782 | 1.0855 |
74
+ | No log | 3.0667 | 46 | 1.1018 | 0.3034 | 1.1018 | 1.0496 |
75
+ | No log | 3.2 | 48 | 0.9894 | 0.2647 | 0.9894 | 0.9947 |
76
+ | No log | 3.3333 | 50 | 1.1128 | 0.2647 | 1.1128 | 1.0549 |
77
+ | No log | 3.4667 | 52 | 1.2557 | 0.1389 | 1.2557 | 1.1206 |
78
+ | No log | 3.6 | 54 | 1.3723 | 0.1447 | 1.3723 | 1.1715 |
79
+ | No log | 3.7333 | 56 | 1.4033 | 0.1854 | 1.4033 | 1.1846 |
80
+ | No log | 3.8667 | 58 | 1.3844 | 0.1545 | 1.3844 | 1.1766 |
81
+ | No log | 4.0 | 60 | 1.2960 | 0.1986 | 1.2960 | 1.1384 |
82
+ | No log | 4.1333 | 62 | 1.1294 | 0.3806 | 1.1294 | 1.0627 |
83
+ | No log | 4.2667 | 64 | 0.9919 | 0.3820 | 0.9919 | 0.9960 |
84
+ | No log | 4.4 | 66 | 0.9680 | 0.4192 | 0.9680 | 0.9839 |
85
+ | No log | 4.5333 | 68 | 0.9906 | 0.3959 | 0.9906 | 0.9953 |
86
+ | No log | 4.6667 | 70 | 0.9608 | 0.2842 | 0.9608 | 0.9802 |
87
+ | No log | 4.8 | 72 | 0.8941 | 0.3455 | 0.8941 | 0.9456 |
88
+ | No log | 4.9333 | 74 | 0.8904 | 0.3552 | 0.8904 | 0.9436 |
89
+ | No log | 5.0667 | 76 | 0.8852 | 0.2910 | 0.8852 | 0.9409 |
90
+ | No log | 5.2 | 78 | 0.9291 | 0.3412 | 0.9291 | 0.9639 |
91
+ | No log | 5.3333 | 80 | 1.0637 | 0.3201 | 1.0637 | 1.0314 |
92
+ | No log | 5.4667 | 82 | 1.0592 | 0.3406 | 1.0592 | 1.0292 |
93
+ | No log | 5.6 | 84 | 1.1253 | 0.3826 | 1.1253 | 1.0608 |
94
+ | No log | 5.7333 | 86 | 1.2017 | 0.3745 | 1.2017 | 1.0962 |
95
+ | No log | 5.8667 | 88 | 1.1209 | 0.2787 | 1.1209 | 1.0587 |
96
+ | No log | 6.0 | 90 | 1.1512 | 0.3537 | 1.1512 | 1.0730 |
97
+ | No log | 6.1333 | 92 | 1.2145 | 0.3800 | 1.2145 | 1.1020 |
98
+ | No log | 6.2667 | 94 | 1.0310 | 0.4252 | 1.0310 | 1.0154 |
99
+ | No log | 6.4 | 96 | 0.9638 | 0.4037 | 0.9638 | 0.9817 |
100
+ | No log | 6.5333 | 98 | 1.1982 | 0.4064 | 1.1982 | 1.0946 |
101
+ | No log | 6.6667 | 100 | 1.2995 | 0.2697 | 1.2995 | 1.1399 |
102
+ | No log | 6.8 | 102 | 1.1486 | 0.4090 | 1.1486 | 1.0717 |
103
+ | No log | 6.9333 | 104 | 0.9222 | 0.4484 | 0.9222 | 0.9603 |
104
+ | No log | 7.0667 | 106 | 0.8922 | 0.3707 | 0.8922 | 0.9445 |
105
+ | No log | 7.2 | 108 | 0.9035 | 0.3824 | 0.9035 | 0.9505 |
106
+ | No log | 7.3333 | 110 | 1.0051 | 0.4492 | 1.0051 | 1.0026 |
107
+ | No log | 7.4667 | 112 | 1.1645 | 0.4497 | 1.1645 | 1.0791 |
108
+ | No log | 7.6 | 114 | 1.1540 | 0.4200 | 1.1540 | 1.0742 |
109
+ | No log | 7.7333 | 116 | 1.0351 | 0.4196 | 1.0351 | 1.0174 |
110
+ | No log | 7.8667 | 118 | 0.9771 | 0.4069 | 0.9771 | 0.9885 |
111
+ | No log | 8.0 | 120 | 0.9961 | 0.4840 | 0.9961 | 0.9980 |
112
+ | No log | 8.1333 | 122 | 1.0121 | 0.4815 | 1.0121 | 1.0060 |
113
+ | No log | 8.2667 | 124 | 0.9146 | 0.4956 | 0.9146 | 0.9563 |
114
+ | No log | 8.4 | 126 | 0.8684 | 0.4730 | 0.8684 | 0.9319 |
115
+ | No log | 8.5333 | 128 | 0.8479 | 0.4842 | 0.8479 | 0.9208 |
116
+ | No log | 8.6667 | 130 | 0.8658 | 0.5458 | 0.8658 | 0.9305 |
117
+ | No log | 8.8 | 132 | 1.0719 | 0.4513 | 1.0719 | 1.0353 |
118
+ | No log | 8.9333 | 134 | 1.4628 | 0.3280 | 1.4628 | 1.2095 |
119
+ | No log | 9.0667 | 136 | 1.5683 | 0.2994 | 1.5683 | 1.2523 |
120
+ | No log | 9.2 | 138 | 1.2465 | 0.3959 | 1.2465 | 1.1165 |
121
+ | No log | 9.3333 | 140 | 0.9313 | 0.5327 | 0.9313 | 0.9650 |
122
+ | No log | 9.4667 | 142 | 0.8332 | 0.5518 | 0.8332 | 0.9128 |
123
+ | No log | 9.6 | 144 | 0.8338 | 0.5002 | 0.8338 | 0.9131 |
124
+ | No log | 9.7333 | 146 | 0.9498 | 0.5012 | 0.9498 | 0.9746 |
125
+ | No log | 9.8667 | 148 | 1.0461 | 0.4367 | 1.0461 | 1.0228 |
126
+ | No log | 10.0 | 150 | 0.9696 | 0.4563 | 0.9696 | 0.9847 |
127
+ | No log | 10.1333 | 152 | 0.7929 | 0.5070 | 0.7929 | 0.8905 |
128
+ | No log | 10.2667 | 154 | 0.7593 | 0.4368 | 0.7593 | 0.8714 |
129
+ | No log | 10.4 | 156 | 0.8343 | 0.4140 | 0.8343 | 0.9134 |
130
+ | No log | 10.5333 | 158 | 0.8611 | 0.3869 | 0.8611 | 0.9279 |
131
+ | No log | 10.6667 | 160 | 0.8487 | 0.4615 | 0.8487 | 0.9212 |
132
+ | No log | 10.8 | 162 | 0.8771 | 0.4800 | 0.8771 | 0.9365 |
133
+ | No log | 10.9333 | 164 | 0.8990 | 0.5291 | 0.8990 | 0.9482 |
134
+ | No log | 11.0667 | 166 | 0.8573 | 0.4889 | 0.8573 | 0.9259 |
135
+ | No log | 11.2 | 168 | 0.8661 | 0.5291 | 0.8661 | 0.9306 |
136
+ | No log | 11.3333 | 170 | 0.8885 | 0.5222 | 0.8885 | 0.9426 |
137
+ | No log | 11.4667 | 172 | 0.8575 | 0.5232 | 0.8575 | 0.9260 |
138
+ | No log | 11.6 | 174 | 0.8123 | 0.5549 | 0.8123 | 0.9013 |
139
+ | No log | 11.7333 | 176 | 0.7925 | 0.4924 | 0.7925 | 0.8902 |
140
+ | No log | 11.8667 | 178 | 0.7537 | 0.5510 | 0.7537 | 0.8682 |
141
+ | No log | 12.0 | 180 | 0.7765 | 0.4836 | 0.7765 | 0.8812 |
142
+ | No log | 12.1333 | 182 | 0.7742 | 0.5072 | 0.7742 | 0.8799 |
143
+ | No log | 12.2667 | 184 | 0.7531 | 0.5407 | 0.7531 | 0.8678 |
144
+ | No log | 12.4 | 186 | 0.7302 | 0.5657 | 0.7302 | 0.8545 |
145
+ | No log | 12.5333 | 188 | 0.7494 | 0.5410 | 0.7494 | 0.8657 |
146
+ | No log | 12.6667 | 190 | 0.8562 | 0.4369 | 0.8562 | 0.9253 |
147
+ | No log | 12.8 | 192 | 0.8546 | 0.4482 | 0.8546 | 0.9244 |
148
+ | No log | 12.9333 | 194 | 0.7544 | 0.5304 | 0.7544 | 0.8686 |
149
+ | No log | 13.0667 | 196 | 0.7523 | 0.5316 | 0.7523 | 0.8673 |
150
+ | No log | 13.2 | 198 | 0.7646 | 0.5197 | 0.7646 | 0.8744 |
151
+ | No log | 13.3333 | 200 | 0.8193 | 0.4935 | 0.8193 | 0.9051 |
152
+ | No log | 13.4667 | 202 | 0.9411 | 0.4468 | 0.9411 | 0.9701 |
153
+ | No log | 13.6 | 204 | 0.8695 | 0.5041 | 0.8695 | 0.9325 |
154
+ | No log | 13.7333 | 206 | 0.7827 | 0.4519 | 0.7827 | 0.8847 |
155
+ | No log | 13.8667 | 208 | 0.8272 | 0.4050 | 0.8272 | 0.9095 |
156
+ | No log | 14.0 | 210 | 0.7885 | 0.5248 | 0.7885 | 0.8879 |
157
+ | No log | 14.1333 | 212 | 0.8659 | 0.5355 | 0.8659 | 0.9305 |
158
+ | No log | 14.2667 | 214 | 0.9021 | 0.5012 | 0.9021 | 0.9498 |
159
+ | No log | 14.4 | 216 | 0.8525 | 0.5244 | 0.8525 | 0.9233 |
160
+ | No log | 14.5333 | 218 | 0.8375 | 0.5044 | 0.8375 | 0.9151 |
161
+ | No log | 14.6667 | 220 | 0.8061 | 0.4857 | 0.8061 | 0.8978 |
162
+ | No log | 14.8 | 222 | 0.7823 | 0.5678 | 0.7823 | 0.8845 |
163
+ | No log | 14.9333 | 224 | 0.7845 | 0.5210 | 0.7845 | 0.8857 |
164
+ | No log | 15.0667 | 226 | 0.8143 | 0.4857 | 0.8143 | 0.9024 |
165
+ | No log | 15.2 | 228 | 0.8023 | 0.5210 | 0.8023 | 0.8957 |
166
+ | No log | 15.3333 | 230 | 0.7979 | 0.4875 | 0.7979 | 0.8933 |
167
+ | No log | 15.4667 | 232 | 0.8398 | 0.4781 | 0.8398 | 0.9164 |
168
+ | No log | 15.6 | 234 | 0.8252 | 0.5160 | 0.8252 | 0.9084 |
169
+ | No log | 15.7333 | 236 | 0.8250 | 0.4843 | 0.8250 | 0.9083 |
170
+ | No log | 15.8667 | 238 | 0.8706 | 0.5255 | 0.8706 | 0.9331 |
171
+ | No log | 16.0 | 240 | 0.8594 | 0.5267 | 0.8594 | 0.9270 |
172
+ | No log | 16.1333 | 242 | 0.7989 | 0.5186 | 0.7989 | 0.8938 |
173
+ | No log | 16.2667 | 244 | 0.7888 | 0.5197 | 0.7888 | 0.8882 |
174
+ | No log | 16.4 | 246 | 0.8379 | 0.4833 | 0.8379 | 0.9154 |
175
+ | No log | 16.5333 | 248 | 0.8294 | 0.4833 | 0.8294 | 0.9107 |
176
+ | No log | 16.6667 | 250 | 0.7945 | 0.4511 | 0.7945 | 0.8914 |
177
+ | No log | 16.8 | 252 | 0.8073 | 0.4840 | 0.8073 | 0.8985 |
178
+ | No log | 16.9333 | 254 | 0.8052 | 0.4850 | 0.8052 | 0.8974 |
179
+ | No log | 17.0667 | 256 | 0.8458 | 0.5032 | 0.8458 | 0.9197 |
180
+ | No log | 17.2 | 258 | 0.8380 | 0.5150 | 0.8380 | 0.9154 |
181
+ | No log | 17.3333 | 260 | 0.8496 | 0.5150 | 0.8496 | 0.9218 |
182
+ | No log | 17.4667 | 262 | 0.8554 | 0.5032 | 0.8554 | 0.9249 |
183
+ | No log | 17.6 | 264 | 0.8949 | 0.5032 | 0.8949 | 0.9460 |
184
+ | No log | 17.7333 | 266 | 0.9696 | 0.5295 | 0.9696 | 0.9847 |
185
+ | No log | 17.8667 | 268 | 0.8892 | 0.5119 | 0.8892 | 0.9430 |
186
+ | No log | 18.0 | 270 | 0.7727 | 0.5062 | 0.7727 | 0.8790 |
187
+ | No log | 18.1333 | 272 | 0.7336 | 0.5247 | 0.7336 | 0.8565 |
188
+ | No log | 18.2667 | 274 | 0.7339 | 0.5467 | 0.7339 | 0.8567 |
189
+ | No log | 18.4 | 276 | 0.7673 | 0.5062 | 0.7673 | 0.8760 |
190
+ | No log | 18.5333 | 278 | 0.8691 | 0.5026 | 0.8691 | 0.9323 |
191
+ | No log | 18.6667 | 280 | 0.9664 | 0.4777 | 0.9664 | 0.9831 |
192
+ | No log | 18.8 | 282 | 0.9094 | 0.5318 | 0.9094 | 0.9536 |
193
+ | No log | 18.9333 | 284 | 0.7878 | 0.5062 | 0.7878 | 0.8876 |
194
+ | No log | 19.0667 | 286 | 0.7460 | 0.5455 | 0.7460 | 0.8637 |
195
+ | No log | 19.2 | 288 | 0.7482 | 0.5455 | 0.7482 | 0.8650 |
196
+ | No log | 19.3333 | 290 | 0.7697 | 0.4976 | 0.7697 | 0.8773 |
197
+ | No log | 19.4667 | 292 | 0.9502 | 0.5102 | 0.9502 | 0.9748 |
198
+ | No log | 19.6 | 294 | 1.0991 | 0.4475 | 1.0991 | 1.0484 |
199
+ | No log | 19.7333 | 296 | 1.0194 | 0.4668 | 1.0194 | 1.0096 |
200
+ | No log | 19.8667 | 298 | 0.8216 | 0.4929 | 0.8216 | 0.9064 |
201
+ | No log | 20.0 | 300 | 0.7426 | 0.4742 | 0.7426 | 0.8617 |
202
+ | No log | 20.1333 | 302 | 0.7379 | 0.4774 | 0.7379 | 0.8590 |
203
+ | No log | 20.2667 | 304 | 0.7422 | 0.4774 | 0.7422 | 0.8615 |
204
+ | No log | 20.4 | 306 | 0.7608 | 0.4741 | 0.7608 | 0.8723 |
205
+ | No log | 20.5333 | 308 | 0.8841 | 0.4911 | 0.8841 | 0.9403 |
206
+ | No log | 20.6667 | 310 | 1.0236 | 0.4668 | 1.0236 | 1.0117 |
207
+ | No log | 20.8 | 312 | 0.9889 | 0.4882 | 0.9889 | 0.9945 |
208
+ | No log | 20.9333 | 314 | 0.8993 | 0.5018 | 0.8993 | 0.9483 |
209
+ | No log | 21.0667 | 316 | 0.8149 | 0.5671 | 0.8149 | 0.9027 |
210
+ | No log | 21.2 | 318 | 0.8232 | 0.5473 | 0.8232 | 0.9073 |
211
+ | No log | 21.3333 | 320 | 0.9124 | 0.4694 | 0.9124 | 0.9552 |
212
+ | No log | 21.4667 | 322 | 0.9979 | 0.4877 | 0.9979 | 0.9990 |
213
+ | No log | 21.6 | 324 | 0.9331 | 0.4681 | 0.9331 | 0.9659 |
214
+ | No log | 21.7333 | 326 | 0.8185 | 0.4832 | 0.8185 | 0.9047 |
215
+ | No log | 21.8667 | 328 | 0.7499 | 0.4782 | 0.7499 | 0.8659 |
216
+ | No log | 22.0 | 330 | 0.7554 | 0.5068 | 0.7554 | 0.8692 |
217
+ | No log | 22.1333 | 332 | 0.7439 | 0.5136 | 0.7439 | 0.8625 |
218
+ | No log | 22.2667 | 334 | 0.7696 | 0.4969 | 0.7696 | 0.8773 |
219
+ | No log | 22.4 | 336 | 0.9147 | 0.4889 | 0.9147 | 0.9564 |
220
+ | No log | 22.5333 | 338 | 0.9893 | 0.4773 | 0.9893 | 0.9946 |
221
+ | No log | 22.6667 | 340 | 0.9299 | 0.4792 | 0.9299 | 0.9643 |
222
+ | No log | 22.8 | 342 | 0.8198 | 0.5039 | 0.8198 | 0.9054 |
223
+ | No log | 22.9333 | 344 | 0.7580 | 0.5188 | 0.7580 | 0.8706 |
224
+ | No log | 23.0667 | 346 | 0.7721 | 0.4829 | 0.7721 | 0.8787 |
225
+ | No log | 23.2 | 348 | 0.8521 | 0.4924 | 0.8521 | 0.9231 |
226
+ | No log | 23.3333 | 350 | 0.9099 | 0.4579 | 0.9099 | 0.9539 |
227
+ | No log | 23.4667 | 352 | 0.8975 | 0.4349 | 0.8975 | 0.9474 |
228
+ | No log | 23.6 | 354 | 0.8650 | 0.4590 | 0.8650 | 0.9300 |
229
+ | No log | 23.7333 | 356 | 0.8119 | 0.4829 | 0.8119 | 0.9010 |
230
+ | No log | 23.8667 | 358 | 0.7787 | 0.4958 | 0.7787 | 0.8824 |
231
+ | No log | 24.0 | 360 | 0.8016 | 0.4958 | 0.8016 | 0.8953 |
232
+ | No log | 24.1333 | 362 | 0.7953 | 0.5363 | 0.7953 | 0.8918 |
233
+ | No log | 24.2667 | 364 | 0.8078 | 0.5338 | 0.8078 | 0.8988 |
234
+ | No log | 24.4 | 366 | 0.8395 | 0.5416 | 0.8395 | 0.9162 |
235
+ | No log | 24.5333 | 368 | 0.8734 | 0.5121 | 0.8734 | 0.9346 |
236
+ | No log | 24.6667 | 370 | 0.8109 | 0.5234 | 0.8109 | 0.9005 |
237
+ | No log | 24.8 | 372 | 0.7529 | 0.5057 | 0.7529 | 0.8677 |
238
+ | No log | 24.9333 | 374 | 0.7335 | 0.5195 | 0.7335 | 0.8565 |
239
+ | No log | 25.0667 | 376 | 0.7239 | 0.5348 | 0.7239 | 0.8508 |
240
+ | No log | 25.2 | 378 | 0.7191 | 0.4745 | 0.7191 | 0.8480 |
241
+ | No log | 25.3333 | 380 | 0.7382 | 0.5195 | 0.7382 | 0.8592 |
242
+ | No log | 25.4667 | 382 | 0.7594 | 0.5383 | 0.7594 | 0.8714 |
243
+ | No log | 25.6 | 384 | 0.7314 | 0.5584 | 0.7314 | 0.8552 |
244
+ | No log | 25.7333 | 386 | 0.7147 | 0.6100 | 0.7147 | 0.8454 |
245
+ | No log | 25.8667 | 388 | 0.7452 | 0.5537 | 0.7452 | 0.8633 |
246
+ | No log | 26.0 | 390 | 0.7792 | 0.5234 | 0.7792 | 0.8827 |
247
+ | No log | 26.1333 | 392 | 0.7787 | 0.5234 | 0.7787 | 0.8824 |
248
+ | No log | 26.2667 | 394 | 0.8061 | 0.5129 | 0.8061 | 0.8978 |
249
+ | No log | 26.4 | 396 | 0.8036 | 0.5129 | 0.8036 | 0.8965 |
250
+ | No log | 26.5333 | 398 | 0.7551 | 0.5554 | 0.7551 | 0.8689 |
251
+ | No log | 26.6667 | 400 | 0.7275 | 0.5964 | 0.7275 | 0.8529 |
252
+ | No log | 26.8 | 402 | 0.7361 | 0.5898 | 0.7361 | 0.8580 |
253
+ | No log | 26.9333 | 404 | 0.7329 | 0.5224 | 0.7329 | 0.8561 |
254
+ | No log | 27.0667 | 406 | 0.7698 | 0.5305 | 0.7698 | 0.8774 |
255
+ | No log | 27.2 | 408 | 0.8543 | 0.5019 | 0.8543 | 0.9243 |
256
+ | No log | 27.3333 | 410 | 0.9056 | 0.4994 | 0.9056 | 0.9516 |
257
+ | No log | 27.4667 | 412 | 0.8548 | 0.5019 | 0.8548 | 0.9245 |
258
+ | No log | 27.6 | 414 | 0.7623 | 0.5510 | 0.7623 | 0.8731 |
259
+ | No log | 27.7333 | 416 | 0.7417 | 0.5562 | 0.7417 | 0.8612 |
260
+ | No log | 27.8667 | 418 | 0.7474 | 0.5847 | 0.7474 | 0.8645 |
261
+ | No log | 28.0 | 420 | 0.7308 | 0.5545 | 0.7308 | 0.8548 |
262
+ | No log | 28.1333 | 422 | 0.7416 | 0.5378 | 0.7416 | 0.8612 |
263
+ | No log | 28.2667 | 424 | 0.8130 | 0.5019 | 0.8130 | 0.9016 |
264
+ | No log | 28.4 | 426 | 0.8563 | 0.5 | 0.8563 | 0.9254 |
265
+ | No log | 28.5333 | 428 | 0.8260 | 0.4796 | 0.8260 | 0.9089 |
266
+ | No log | 28.6667 | 430 | 0.7676 | 0.4711 | 0.7676 | 0.8761 |
267
+ | No log | 28.8 | 432 | 0.7312 | 0.5210 | 0.7312 | 0.8551 |
268
+ | No log | 28.9333 | 434 | 0.7370 | 0.4789 | 0.7370 | 0.8585 |
269
+ | No log | 29.0667 | 436 | 0.7431 | 0.5455 | 0.7431 | 0.8620 |
270
+ | No log | 29.2 | 438 | 0.7493 | 0.5212 | 0.7493 | 0.8656 |
271
+ | No log | 29.3333 | 440 | 0.8014 | 0.4850 | 0.8014 | 0.8952 |
272
+ | No log | 29.4667 | 442 | 0.8711 | 0.5126 | 0.8711 | 0.9333 |
273
+ | No log | 29.6 | 444 | 0.8752 | 0.5126 | 0.8752 | 0.9355 |
274
+ | No log | 29.7333 | 446 | 0.8511 | 0.5144 | 0.8511 | 0.9226 |
275
+ | No log | 29.8667 | 448 | 0.7867 | 0.5419 | 0.7867 | 0.8870 |
276
+ | No log | 30.0 | 450 | 0.7537 | 0.4203 | 0.7537 | 0.8682 |
277
+ | No log | 30.1333 | 452 | 0.7563 | 0.4192 | 0.7563 | 0.8696 |
278
+ | No log | 30.2667 | 454 | 0.7611 | 0.4297 | 0.7611 | 0.8724 |
279
+ | No log | 30.4 | 456 | 0.7994 | 0.4968 | 0.7994 | 0.8941 |
280
+ | No log | 30.5333 | 458 | 0.8994 | 0.5137 | 0.8994 | 0.9484 |
281
+ | No log | 30.6667 | 460 | 0.9457 | 0.4994 | 0.9457 | 0.9725 |
282
+ | No log | 30.8 | 462 | 0.9169 | 0.4560 | 0.9169 | 0.9576 |
283
+ | No log | 30.9333 | 464 | 0.8491 | 0.4940 | 0.8491 | 0.9215 |
284
+ | No log | 31.0667 | 466 | 0.8175 | 0.4948 | 0.8175 | 0.9042 |
285
+ | No log | 31.2 | 468 | 0.7933 | 0.5067 | 0.7933 | 0.8907 |
286
+ | No log | 31.3333 | 470 | 0.8128 | 0.4948 | 0.8128 | 0.9015 |
287
+ | No log | 31.4667 | 472 | 0.8848 | 0.4820 | 0.8848 | 0.9407 |
288
+ | No log | 31.6 | 474 | 0.9809 | 0.4910 | 0.9809 | 0.9904 |
289
+ | No log | 31.7333 | 476 | 1.0169 | 0.4600 | 1.0169 | 1.0084 |
290
+ | No log | 31.8667 | 478 | 0.9845 | 0.4902 | 0.9845 | 0.9922 |
291
+ | No log | 32.0 | 480 | 0.8955 | 0.4810 | 0.8955 | 0.9463 |
292
+ | No log | 32.1333 | 482 | 0.8076 | 0.4948 | 0.8076 | 0.8987 |
293
+ | No log | 32.2667 | 484 | 0.7599 | 0.5669 | 0.7599 | 0.8717 |
294
+ | No log | 32.4 | 486 | 0.7583 | 0.4565 | 0.7583 | 0.8708 |
295
+ | No log | 32.5333 | 488 | 0.7626 | 0.4565 | 0.7626 | 0.8733 |
296
+ | No log | 32.6667 | 490 | 0.7706 | 0.5223 | 0.7706 | 0.8778 |
297
+ | No log | 32.8 | 492 | 0.7963 | 0.4617 | 0.7963 | 0.8923 |
298
+ | No log | 32.9333 | 494 | 0.8468 | 0.4829 | 0.8468 | 0.9202 |
299
+ | No log | 33.0667 | 496 | 0.8631 | 0.5046 | 0.8631 | 0.9290 |
300
+ | No log | 33.2 | 498 | 0.8285 | 0.4956 | 0.8285 | 0.9102 |
301
+ | 0.2435 | 33.3333 | 500 | 0.7920 | 0.4648 | 0.7920 | 0.8900 |
302
+ | 0.2435 | 33.4667 | 502 | 0.7903 | 0.5213 | 0.7903 | 0.8890 |
303
+ | 0.2435 | 33.6 | 504 | 0.7980 | 0.4880 | 0.7980 | 0.8933 |
304
+ | 0.2435 | 33.7333 | 506 | 0.8174 | 0.5090 | 0.8174 | 0.9041 |
305
+ | 0.2435 | 33.8667 | 508 | 0.8657 | 0.4840 | 0.8657 | 0.9305 |
306
+ | 0.2435 | 34.0 | 510 | 0.8944 | 0.4489 | 0.8944 | 0.9457 |
307
+ | 0.2435 | 34.1333 | 512 | 0.8706 | 0.4829 | 0.8706 | 0.9331 |
308
+ | 0.2435 | 34.2667 | 514 | 0.8507 | 0.4829 | 0.8507 | 0.9223 |
309
+ | 0.2435 | 34.4 | 516 | 0.8070 | 0.4839 | 0.8070 | 0.8983 |
310
+ | 0.2435 | 34.5333 | 518 | 0.7738 | 0.4169 | 0.7738 | 0.8796 |
311
+ | 0.2435 | 34.6667 | 520 | 0.7641 | 0.4169 | 0.7641 | 0.8741 |
312
+ | 0.2435 | 34.8 | 522 | 0.7683 | 0.4546 | 0.7683 | 0.8765 |
313
+ | 0.2435 | 34.9333 | 524 | 0.7770 | 0.4546 | 0.7770 | 0.8815 |
314
+ | 0.2435 | 35.0667 | 526 | 0.7764 | 0.4546 | 0.7764 | 0.8812 |
315
 
316
 
317
  ### Framework versions
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