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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task1_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_task1_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: 0.8447
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- - Qwk: 0.6519
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- - Mse: 0.8447
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- - Rmse: 0.9191
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  ## Model description
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@@ -49,288 +49,263 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0909 | 2 | 6.9835 | 0.0056 | 6.9835 | 2.6426 |
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- | No log | 0.1818 | 4 | 4.7550 | 0.0 | 4.7550 | 2.1806 |
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- | No log | 0.2727 | 6 | 5.0364 | -0.0978 | 5.0364 | 2.2442 |
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- | No log | 0.3636 | 8 | 3.6057 | -0.0973 | 3.6057 | 1.8989 |
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- | No log | 0.4545 | 10 | 2.0263 | 0.0708 | 2.0263 | 1.4235 |
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- | No log | 0.5455 | 12 | 1.9269 | 0.1579 | 1.9269 | 1.3881 |
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- | No log | 0.6364 | 14 | 2.2083 | 0.1449 | 2.2083 | 1.4860 |
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- | No log | 0.7273 | 16 | 2.1982 | 0.1871 | 2.1982 | 1.4826 |
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- | No log | 0.8182 | 18 | 1.8520 | 0.3594 | 1.8520 | 1.3609 |
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- | No log | 0.9091 | 20 | 1.5491 | 0.3276 | 1.5491 | 1.2446 |
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- | No log | 1.0 | 22 | 1.5124 | 0.3130 | 1.5124 | 1.2298 |
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- | No log | 1.0909 | 24 | 1.6338 | 0.3130 | 1.6338 | 1.2782 |
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- | No log | 1.1818 | 26 | 1.4927 | 0.3559 | 1.4927 | 1.2218 |
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- | No log | 1.2727 | 28 | 1.4654 | 0.4252 | 1.4654 | 1.2105 |
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- | No log | 1.3636 | 30 | 2.1731 | 0.2436 | 2.1731 | 1.4742 |
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- | No log | 1.4545 | 32 | 2.7779 | 0.1446 | 2.7779 | 1.6667 |
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- | No log | 1.5455 | 34 | 3.0972 | 0.0936 | 3.0972 | 1.7599 |
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- | No log | 1.6364 | 36 | 2.7444 | 0.0848 | 2.7444 | 1.6566 |
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- | No log | 1.7273 | 38 | 2.1230 | 0.2162 | 2.1230 | 1.4571 |
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- | No log | 1.8182 | 40 | 1.6378 | 0.4593 | 1.6378 | 1.2798 |
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- | No log | 1.9091 | 42 | 1.2516 | 0.4878 | 1.2516 | 1.1188 |
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- | No log | 2.0 | 44 | 1.0634 | 0.544 | 1.0634 | 1.0312 |
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- | No log | 2.0909 | 46 | 1.1163 | 0.5970 | 1.1163 | 1.0566 |
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- | No log | 2.1818 | 48 | 1.5852 | 0.4672 | 1.5852 | 1.2590 |
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- | No log | 2.2727 | 50 | 2.1330 | 0.2516 | 2.1330 | 1.4605 |
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- | No log | 2.3636 | 52 | 2.0692 | 0.2805 | 2.0692 | 1.4385 |
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- | No log | 2.4545 | 54 | 1.6437 | 0.4384 | 1.6437 | 1.2821 |
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- | No log | 2.5455 | 56 | 1.1826 | 0.5694 | 1.1826 | 1.0875 |
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- | No log | 2.6364 | 58 | 1.0209 | 0.5821 | 1.0209 | 1.0104 |
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- | No log | 2.7273 | 60 | 1.2743 | 0.4844 | 1.2743 | 1.1289 |
82
- | No log | 2.8182 | 62 | 1.2571 | 0.4806 | 1.2571 | 1.1212 |
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- | No log | 2.9091 | 64 | 0.9221 | 0.6324 | 0.9221 | 0.9603 |
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- | No log | 3.0 | 66 | 0.9476 | 0.6667 | 0.9476 | 0.9735 |
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- | No log | 3.0909 | 68 | 1.4582 | 0.5283 | 1.4582 | 1.2076 |
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- | No log | 3.1818 | 70 | 1.6405 | 0.4121 | 1.6405 | 1.2808 |
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- | No log | 3.2727 | 72 | 1.3786 | 0.5526 | 1.3786 | 1.1741 |
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- | No log | 3.3636 | 74 | 1.1307 | 0.5571 | 1.1307 | 1.0633 |
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- | No log | 3.4545 | 76 | 1.0490 | 0.5942 | 1.0490 | 1.0242 |
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- | No log | 3.5455 | 78 | 0.9775 | 0.6423 | 0.9775 | 0.9887 |
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- | No log | 3.6364 | 80 | 0.9697 | 0.5909 | 0.9697 | 0.9848 |
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- | No log | 3.7273 | 82 | 0.9574 | 0.6165 | 0.9574 | 0.9785 |
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- | No log | 3.8182 | 84 | 0.9349 | 0.6232 | 0.9349 | 0.9669 |
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- | No log | 3.9091 | 86 | 0.8933 | 0.6667 | 0.8933 | 0.9451 |
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- | No log | 4.0 | 88 | 1.0150 | 0.6707 | 1.0150 | 1.0075 |
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- | No log | 4.0909 | 90 | 1.2130 | 0.6127 | 1.2130 | 1.1014 |
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- | No log | 4.1818 | 92 | 1.2115 | 0.6228 | 1.2115 | 1.1007 |
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- | No log | 4.2727 | 94 | 1.1232 | 0.6076 | 1.1232 | 1.0598 |
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- | No log | 4.3636 | 96 | 1.0729 | 0.5972 | 1.0729 | 1.0358 |
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- | No log | 4.4545 | 98 | 0.9679 | 0.6619 | 0.9679 | 0.9838 |
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- | No log | 4.5455 | 100 | 0.8400 | 0.7273 | 0.8400 | 0.9165 |
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- | No log | 4.6364 | 102 | 0.7656 | 0.7347 | 0.7656 | 0.8750 |
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- | No log | 4.7273 | 104 | 0.7096 | 0.7568 | 0.7096 | 0.8424 |
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- | No log | 4.8182 | 106 | 0.7130 | 0.7586 | 0.7130 | 0.8444 |
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- | No log | 4.9091 | 108 | 0.7016 | 0.75 | 0.7016 | 0.8376 |
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- | No log | 5.0 | 110 | 0.7071 | 0.7273 | 0.7071 | 0.8409 |
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- | No log | 5.0909 | 112 | 0.7526 | 0.6993 | 0.7526 | 0.8675 |
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- | No log | 5.1818 | 114 | 0.8331 | 0.6761 | 0.8331 | 0.9127 |
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- | No log | 5.2727 | 116 | 0.8400 | 0.6846 | 0.8400 | 0.9165 |
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- | No log | 5.3636 | 118 | 0.9625 | 0.6667 | 0.9625 | 0.9811 |
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- | No log | 5.4545 | 120 | 1.0999 | 0.6667 | 1.0999 | 1.0488 |
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- | No log | 5.5455 | 122 | 1.0201 | 0.6364 | 1.0201 | 1.0100 |
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- | No log | 5.6364 | 124 | 0.9960 | 0.6294 | 0.9960 | 0.9980 |
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- | No log | 5.7273 | 126 | 1.1276 | 0.5303 | 1.1276 | 1.0619 |
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- | No log | 5.8182 | 128 | 1.1895 | 0.4127 | 1.1895 | 1.0906 |
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- | No log | 5.9091 | 130 | 0.9713 | 0.6377 | 0.9713 | 0.9855 |
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- | No log | 6.0 | 132 | 0.8628 | 0.7172 | 0.8628 | 0.9289 |
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- | No log | 6.0909 | 134 | 0.9175 | 0.625 | 0.9175 | 0.9579 |
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- | No log | 6.1818 | 136 | 0.9265 | 0.6081 | 0.9265 | 0.9625 |
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- | No log | 6.2727 | 138 | 0.8321 | 0.75 | 0.8321 | 0.9122 |
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- | No log | 6.3636 | 140 | 0.8282 | 0.7143 | 0.8282 | 0.9100 |
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- | No log | 6.4545 | 142 | 0.7235 | 0.76 | 0.7235 | 0.8506 |
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- | No log | 6.5455 | 144 | 0.7321 | 0.7383 | 0.7321 | 0.8556 |
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- | No log | 6.6364 | 146 | 0.7310 | 0.7619 | 0.7310 | 0.8550 |
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- | No log | 6.7273 | 148 | 0.9390 | 0.6577 | 0.9390 | 0.9690 |
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- | No log | 6.8182 | 150 | 1.5275 | 0.4969 | 1.5275 | 1.2359 |
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- | No log | 6.9091 | 152 | 1.5914 | 0.4359 | 1.5914 | 1.2615 |
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- | No log | 7.0 | 154 | 1.1806 | 0.5634 | 1.1806 | 1.0866 |
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- | No log | 7.0909 | 156 | 0.9173 | 0.6620 | 0.9173 | 0.9577 |
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- | No log | 7.1818 | 158 | 0.9102 | 0.6713 | 0.9102 | 0.9540 |
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- | No log | 7.2727 | 160 | 1.0485 | 0.6104 | 1.0485 | 1.0239 |
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- | No log | 7.3636 | 162 | 1.1825 | 0.6012 | 1.1825 | 1.0874 |
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- | No log | 7.4545 | 164 | 1.4073 | 0.4734 | 1.4073 | 1.1863 |
134
- | No log | 7.5455 | 166 | 1.3870 | 0.4910 | 1.3870 | 1.1777 |
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- | No log | 7.6364 | 168 | 1.0688 | 0.6667 | 1.0688 | 1.0338 |
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- | No log | 7.7273 | 170 | 0.8660 | 0.6715 | 0.8660 | 0.9306 |
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- | No log | 7.8182 | 172 | 0.9740 | 0.6383 | 0.9740 | 0.9869 |
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- | No log | 7.9091 | 174 | 0.9817 | 0.6479 | 0.9817 | 0.9908 |
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- | No log | 8.0 | 176 | 0.9095 | 0.6857 | 0.9095 | 0.9537 |
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- | No log | 8.0909 | 178 | 0.8751 | 0.6993 | 0.8751 | 0.9354 |
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- | No log | 8.1818 | 180 | 0.8358 | 0.7133 | 0.8358 | 0.9142 |
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- | No log | 8.2727 | 182 | 0.8126 | 0.6765 | 0.8126 | 0.9014 |
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- | No log | 8.3636 | 184 | 0.8151 | 0.6471 | 0.8151 | 0.9028 |
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- | No log | 8.4545 | 186 | 0.8496 | 0.6061 | 0.8496 | 0.9218 |
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- | No log | 8.5455 | 188 | 0.8897 | 0.5920 | 0.8897 | 0.9432 |
146
- | No log | 8.6364 | 190 | 0.9017 | 0.5891 | 0.9017 | 0.9496 |
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- | No log | 8.7273 | 192 | 0.8653 | 0.6074 | 0.8653 | 0.9302 |
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- | No log | 8.8182 | 194 | 0.8090 | 0.7092 | 0.8090 | 0.8994 |
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- | No log | 8.9091 | 196 | 0.7783 | 0.7042 | 0.7783 | 0.8822 |
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- | No log | 9.0 | 198 | 0.7822 | 0.7297 | 0.7822 | 0.8844 |
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- | No log | 9.0909 | 200 | 0.7478 | 0.7368 | 0.7478 | 0.8648 |
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- | No log | 9.1818 | 202 | 0.6939 | 0.7383 | 0.6939 | 0.8330 |
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- | No log | 9.2727 | 204 | 0.7293 | 0.6667 | 0.7293 | 0.8540 |
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- | No log | 9.3636 | 206 | 0.8160 | 0.6377 | 0.8160 | 0.9033 |
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- | No log | 9.4545 | 208 | 0.8733 | 0.6471 | 0.8733 | 0.9345 |
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- | No log | 9.5455 | 210 | 0.9505 | 0.5957 | 0.9505 | 0.9749 |
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- | No log | 9.6364 | 212 | 1.0093 | 0.6056 | 1.0093 | 1.0046 |
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- | No log | 9.7273 | 214 | 1.0039 | 0.5441 | 1.0039 | 1.0019 |
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- | No log | 9.8182 | 216 | 0.9703 | 0.5538 | 0.9703 | 0.9850 |
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- | No log | 9.9091 | 218 | 0.9739 | 0.5397 | 0.9739 | 0.9869 |
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- | No log | 10.0 | 220 | 1.0077 | 0.5469 | 1.0077 | 1.0039 |
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- | No log | 10.0909 | 222 | 0.8938 | 0.5649 | 0.8938 | 0.9454 |
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- | No log | 10.1818 | 224 | 0.7583 | 0.7286 | 0.7583 | 0.8708 |
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- | No log | 10.2727 | 226 | 0.7102 | 0.7 | 0.7102 | 0.8427 |
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- | No log | 10.3636 | 228 | 0.6614 | 0.7310 | 0.6614 | 0.8133 |
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- | No log | 10.4545 | 230 | 0.6770 | 0.7133 | 0.6770 | 0.8228 |
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- | No log | 10.5455 | 232 | 0.7580 | 0.7172 | 0.7580 | 0.8706 |
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- | No log | 10.6364 | 234 | 0.7564 | 0.6853 | 0.7564 | 0.8697 |
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- | No log | 10.7273 | 236 | 0.7783 | 0.7222 | 0.7783 | 0.8822 |
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- | No log | 10.8182 | 238 | 0.9561 | 0.5891 | 0.9561 | 0.9778 |
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- | No log | 10.9091 | 240 | 0.8893 | 0.5692 | 0.8893 | 0.9430 |
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- | No log | 11.0 | 242 | 0.6791 | 0.7383 | 0.6791 | 0.8241 |
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- | No log | 11.0909 | 244 | 0.7216 | 0.72 | 0.7216 | 0.8495 |
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- | No log | 11.1818 | 246 | 0.8570 | 0.6974 | 0.8570 | 0.9258 |
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- | No log | 11.2727 | 248 | 0.7892 | 0.7162 | 0.7892 | 0.8884 |
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- | No log | 11.3636 | 250 | 0.7404 | 0.6950 | 0.7404 | 0.8605 |
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- | No log | 11.4545 | 252 | 0.7557 | 0.6803 | 0.7557 | 0.8693 |
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- | No log | 11.5455 | 254 | 0.7447 | 0.6986 | 0.7447 | 0.8630 |
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- | No log | 11.6364 | 256 | 0.7536 | 0.7260 | 0.7536 | 0.8681 |
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- | No log | 11.7273 | 258 | 0.7626 | 0.7222 | 0.7626 | 0.8733 |
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- | No log | 11.8182 | 260 | 0.7918 | 0.7042 | 0.7918 | 0.8899 |
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- | No log | 11.9091 | 262 | 0.8005 | 0.6857 | 0.8005 | 0.8947 |
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- | No log | 12.0 | 264 | 0.8234 | 0.6522 | 0.8234 | 0.9074 |
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- | No log | 12.0909 | 266 | 0.8500 | 0.6714 | 0.8500 | 0.9219 |
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- | No log | 12.1818 | 268 | 0.8646 | 0.7042 | 0.8646 | 0.9299 |
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- | No log | 12.2727 | 270 | 0.7733 | 0.6901 | 0.7733 | 0.8794 |
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- | No log | 12.3636 | 272 | 0.7110 | 0.6901 | 0.7110 | 0.8432 |
188
- | No log | 12.4545 | 274 | 0.7223 | 0.7183 | 0.7223 | 0.8499 |
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- | No log | 12.5455 | 276 | 0.6917 | 0.7133 | 0.6917 | 0.8317 |
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- | No log | 12.6364 | 278 | 0.7029 | 0.7183 | 0.7029 | 0.8384 |
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- | No log | 12.7273 | 280 | 0.7836 | 0.6986 | 0.7836 | 0.8852 |
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- | No log | 12.8182 | 282 | 0.8623 | 0.6939 | 0.8623 | 0.9286 |
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- | No log | 12.9091 | 284 | 0.8333 | 0.6761 | 0.8333 | 0.9128 |
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- | No log | 13.0 | 286 | 0.7834 | 0.6667 | 0.7834 | 0.8851 |
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- | No log | 13.0909 | 288 | 0.7381 | 0.6906 | 0.7381 | 0.8591 |
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- | No log | 13.1818 | 290 | 0.7322 | 0.7376 | 0.7322 | 0.8557 |
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- | No log | 13.2727 | 292 | 0.7168 | 0.7092 | 0.7168 | 0.8467 |
198
- | No log | 13.3636 | 294 | 0.7431 | 0.7083 | 0.7431 | 0.8621 |
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- | No log | 13.4545 | 296 | 0.8190 | 0.7027 | 0.8190 | 0.9050 |
200
- | No log | 13.5455 | 298 | 0.8424 | 0.6806 | 0.8424 | 0.9178 |
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- | No log | 13.6364 | 300 | 0.7868 | 0.7123 | 0.7868 | 0.8870 |
202
- | No log | 13.7273 | 302 | 0.7634 | 0.7260 | 0.7634 | 0.8738 |
203
- | No log | 13.8182 | 304 | 0.7724 | 0.7260 | 0.7724 | 0.8789 |
204
- | No log | 13.9091 | 306 | 0.7703 | 0.7273 | 0.7703 | 0.8777 |
205
- | No log | 14.0 | 308 | 0.7734 | 0.6950 | 0.7734 | 0.8794 |
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- | No log | 14.0909 | 310 | 0.7654 | 0.6571 | 0.7654 | 0.8749 |
207
- | No log | 14.1818 | 312 | 0.7676 | 0.7092 | 0.7676 | 0.8761 |
208
- | No log | 14.2727 | 314 | 0.8231 | 0.6950 | 0.8231 | 0.9072 |
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- | No log | 14.3636 | 316 | 0.8691 | 0.6714 | 0.8691 | 0.9322 |
210
- | No log | 14.4545 | 318 | 0.8983 | 0.6714 | 0.8983 | 0.9478 |
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- | No log | 14.5455 | 320 | 0.8615 | 0.7 | 0.8615 | 0.9282 |
212
- | No log | 14.6364 | 322 | 0.8347 | 0.7183 | 0.8347 | 0.9136 |
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- | No log | 14.7273 | 324 | 0.8119 | 0.6475 | 0.8119 | 0.9010 |
214
- | No log | 14.8182 | 326 | 0.7959 | 0.6569 | 0.7959 | 0.8922 |
215
- | No log | 14.9091 | 328 | 0.7901 | 0.6619 | 0.7901 | 0.8889 |
216
- | No log | 15.0 | 330 | 0.7542 | 0.6620 | 0.7542 | 0.8685 |
217
- | No log | 15.0909 | 332 | 0.7736 | 0.6761 | 0.7736 | 0.8796 |
218
- | No log | 15.1818 | 334 | 0.7924 | 0.6761 | 0.7924 | 0.8902 |
219
- | No log | 15.2727 | 336 | 0.8036 | 0.6761 | 0.8036 | 0.8965 |
220
- | No log | 15.3636 | 338 | 0.7768 | 0.6714 | 0.7768 | 0.8813 |
221
- | No log | 15.4545 | 340 | 0.7791 | 0.6619 | 0.7791 | 0.8826 |
222
- | No log | 15.5455 | 342 | 0.7772 | 0.6667 | 0.7772 | 0.8816 |
223
- | No log | 15.6364 | 344 | 0.7928 | 0.6667 | 0.7928 | 0.8904 |
224
- | No log | 15.7273 | 346 | 0.8067 | 0.6763 | 0.8067 | 0.8982 |
225
- | No log | 15.8182 | 348 | 0.8227 | 0.6857 | 0.8227 | 0.9070 |
226
- | No log | 15.9091 | 350 | 0.8209 | 0.6950 | 0.8209 | 0.9060 |
227
- | No log | 16.0 | 352 | 0.8146 | 0.6763 | 0.8146 | 0.9026 |
228
- | No log | 16.0909 | 354 | 0.7965 | 0.6569 | 0.7965 | 0.8925 |
229
- | No log | 16.1818 | 356 | 0.8184 | 0.7194 | 0.8184 | 0.9047 |
230
- | No log | 16.2727 | 358 | 0.8188 | 0.7194 | 0.8188 | 0.9049 |
231
- | No log | 16.3636 | 360 | 0.7802 | 0.7007 | 0.7802 | 0.8833 |
232
- | No log | 16.4545 | 362 | 0.7696 | 0.6815 | 0.7696 | 0.8773 |
233
- | No log | 16.5455 | 364 | 0.7831 | 0.6763 | 0.7831 | 0.8849 |
234
- | No log | 16.6364 | 366 | 0.7510 | 0.6763 | 0.7510 | 0.8666 |
235
- | No log | 16.7273 | 368 | 0.7036 | 0.7234 | 0.7036 | 0.8388 |
236
- | No log | 16.8182 | 370 | 0.7099 | 0.6950 | 0.7099 | 0.8425 |
237
- | No log | 16.9091 | 372 | 0.7149 | 0.6901 | 0.7149 | 0.8455 |
238
- | No log | 17.0 | 374 | 0.7074 | 0.6906 | 0.7074 | 0.8411 |
239
- | No log | 17.0909 | 376 | 0.7577 | 0.6763 | 0.7577 | 0.8704 |
240
- | No log | 17.1818 | 378 | 0.8195 | 0.6667 | 0.8195 | 0.9053 |
241
- | No log | 17.2727 | 380 | 0.8345 | 0.6716 | 0.8345 | 0.9135 |
242
- | No log | 17.3636 | 382 | 0.8223 | 0.6716 | 0.8223 | 0.9068 |
243
- | No log | 17.4545 | 384 | 0.7715 | 0.6812 | 0.7715 | 0.8784 |
244
- | No log | 17.5455 | 386 | 0.7488 | 0.7143 | 0.7488 | 0.8653 |
245
- | No log | 17.6364 | 388 | 0.7371 | 0.6857 | 0.7371 | 0.8586 |
246
- | No log | 17.7273 | 390 | 0.7135 | 0.6809 | 0.7135 | 0.8447 |
247
- | No log | 17.8182 | 392 | 0.6906 | 0.7083 | 0.6906 | 0.8310 |
248
- | No log | 17.9091 | 394 | 0.6807 | 0.7083 | 0.6807 | 0.8250 |
249
- | No log | 18.0 | 396 | 0.6928 | 0.6901 | 0.6928 | 0.8323 |
250
- | No log | 18.0909 | 398 | 0.7063 | 0.7286 | 0.7063 | 0.8404 |
251
- | No log | 18.1818 | 400 | 0.7307 | 0.7246 | 0.7307 | 0.8548 |
252
- | No log | 18.2727 | 402 | 0.7721 | 0.7059 | 0.7721 | 0.8787 |
253
- | No log | 18.3636 | 404 | 0.7922 | 0.6716 | 0.7922 | 0.8900 |
254
- | No log | 18.4545 | 406 | 0.7884 | 0.6815 | 0.7884 | 0.8879 |
255
- | No log | 18.5455 | 408 | 0.7936 | 0.6716 | 0.7936 | 0.8908 |
256
- | No log | 18.6364 | 410 | 0.7723 | 0.7059 | 0.7723 | 0.8788 |
257
- | No log | 18.7273 | 412 | 0.7492 | 0.6812 | 0.7492 | 0.8655 |
258
- | No log | 18.8182 | 414 | 0.7496 | 0.7 | 0.7496 | 0.8658 |
259
- | No log | 18.9091 | 416 | 0.7683 | 0.6950 | 0.7683 | 0.8765 |
260
- | No log | 19.0 | 418 | 0.8201 | 0.6857 | 0.8201 | 0.9056 |
261
- | No log | 19.0909 | 420 | 0.8191 | 0.6857 | 0.8191 | 0.9050 |
262
- | No log | 19.1818 | 422 | 0.7955 | 0.6812 | 0.7955 | 0.8919 |
263
- | No log | 19.2727 | 424 | 0.8045 | 0.7007 | 0.8045 | 0.8969 |
264
- | No log | 19.3636 | 426 | 0.8160 | 0.7007 | 0.8160 | 0.9033 |
265
- | No log | 19.4545 | 428 | 0.8283 | 0.7007 | 0.8283 | 0.9101 |
266
- | No log | 19.5455 | 430 | 0.8378 | 0.7007 | 0.8378 | 0.9153 |
267
- | No log | 19.6364 | 432 | 0.8351 | 0.7007 | 0.8351 | 0.9138 |
268
- | No log | 19.7273 | 434 | 0.8039 | 0.6906 | 0.8039 | 0.8966 |
269
- | No log | 19.8182 | 436 | 0.7788 | 0.7 | 0.7788 | 0.8825 |
270
- | No log | 19.9091 | 438 | 0.7607 | 0.6957 | 0.7607 | 0.8722 |
271
- | No log | 20.0 | 440 | 0.7796 | 0.7234 | 0.7796 | 0.8829 |
272
- | No log | 20.0909 | 442 | 0.7844 | 0.7234 | 0.7844 | 0.8857 |
273
- | No log | 20.1818 | 444 | 0.7735 | 0.7050 | 0.7735 | 0.8795 |
274
- | No log | 20.2727 | 446 | 0.7800 | 0.6667 | 0.7800 | 0.8832 |
275
- | No log | 20.3636 | 448 | 0.8326 | 0.6522 | 0.8326 | 0.9125 |
276
- | No log | 20.4545 | 450 | 0.8289 | 0.6619 | 0.8289 | 0.9104 |
277
- | No log | 20.5455 | 452 | 0.7690 | 0.6809 | 0.7690 | 0.8770 |
278
- | No log | 20.6364 | 454 | 0.7691 | 0.6993 | 0.7691 | 0.8770 |
279
- | No log | 20.7273 | 456 | 0.8953 | 0.6522 | 0.8953 | 0.9462 |
280
- | No log | 20.8182 | 458 | 1.0292 | 0.6 | 1.0292 | 1.0145 |
281
- | No log | 20.9091 | 460 | 1.0586 | 0.5899 | 1.0586 | 1.0289 |
282
- | No log | 21.0 | 462 | 0.9657 | 0.6176 | 0.9657 | 0.9827 |
283
- | No log | 21.0909 | 464 | 0.8692 | 0.6423 | 0.8692 | 0.9323 |
284
- | No log | 21.1818 | 466 | 0.8421 | 0.6716 | 0.8421 | 0.9177 |
285
- | No log | 21.2727 | 468 | 0.8754 | 0.6667 | 0.8754 | 0.9356 |
286
- | No log | 21.3636 | 470 | 0.8849 | 0.6667 | 0.8849 | 0.9407 |
287
- | No log | 21.4545 | 472 | 0.9033 | 0.6364 | 0.9033 | 0.9504 |
288
- | No log | 21.5455 | 474 | 0.9287 | 0.6260 | 0.9287 | 0.9637 |
289
- | No log | 21.6364 | 476 | 0.9505 | 0.6154 | 0.9505 | 0.9750 |
290
- | No log | 21.7273 | 478 | 0.8992 | 0.6316 | 0.8992 | 0.9483 |
291
- | No log | 21.8182 | 480 | 0.8072 | 0.7007 | 0.8072 | 0.8985 |
292
- | No log | 21.9091 | 482 | 0.7318 | 0.7050 | 0.7318 | 0.8555 |
293
- | No log | 22.0 | 484 | 0.6989 | 0.7361 | 0.6989 | 0.8360 |
294
- | No log | 22.0909 | 486 | 0.6833 | 0.7361 | 0.6833 | 0.8266 |
295
- | No log | 22.1818 | 488 | 0.6906 | 0.7361 | 0.6906 | 0.8310 |
296
- | No log | 22.2727 | 490 | 0.6972 | 0.7310 | 0.6972 | 0.8350 |
297
- | No log | 22.3636 | 492 | 0.6996 | 0.7534 | 0.6996 | 0.8364 |
298
- | No log | 22.4545 | 494 | 0.7268 | 0.7483 | 0.7268 | 0.8525 |
299
- | No log | 22.5455 | 496 | 0.7685 | 0.7133 | 0.7685 | 0.8766 |
300
- | No log | 22.6364 | 498 | 0.8125 | 0.6809 | 0.8125 | 0.9014 |
301
- | 0.3761 | 22.7273 | 500 | 0.8225 | 0.6809 | 0.8225 | 0.9069 |
302
- | 0.3761 | 22.8182 | 502 | 0.7949 | 0.7183 | 0.7949 | 0.8916 |
303
- | 0.3761 | 22.9091 | 504 | 0.7788 | 0.6950 | 0.7788 | 0.8825 |
304
- | 0.3761 | 23.0 | 506 | 0.7730 | 0.6857 | 0.7730 | 0.8792 |
305
- | 0.3761 | 23.0909 | 508 | 0.7581 | 0.7 | 0.7581 | 0.8707 |
306
- | 0.3761 | 23.1818 | 510 | 0.7432 | 0.7092 | 0.7432 | 0.8621 |
307
- | 0.3761 | 23.2727 | 512 | 0.7090 | 0.7092 | 0.7090 | 0.8420 |
308
- | 0.3761 | 23.3636 | 514 | 0.6861 | 0.7361 | 0.6861 | 0.8283 |
309
- | 0.3761 | 23.4545 | 516 | 0.6932 | 0.7361 | 0.6932 | 0.8326 |
310
- | 0.3761 | 23.5455 | 518 | 0.6995 | 0.7361 | 0.6995 | 0.8363 |
311
- | 0.3761 | 23.6364 | 520 | 0.7301 | 0.7042 | 0.7301 | 0.8544 |
312
- | 0.3761 | 23.7273 | 522 | 0.7653 | 0.7183 | 0.7653 | 0.8748 |
313
- | 0.3761 | 23.8182 | 524 | 0.7722 | 0.7183 | 0.7722 | 0.8788 |
314
- | 0.3761 | 23.9091 | 526 | 0.7928 | 0.6950 | 0.7928 | 0.8904 |
315
- | 0.3761 | 24.0 | 528 | 0.8384 | 0.7 | 0.8384 | 0.9156 |
316
- | 0.3761 | 24.0909 | 530 | 0.9017 | 0.6475 | 0.9017 | 0.9496 |
317
- | 0.3761 | 24.1818 | 532 | 0.9052 | 0.6475 | 0.9052 | 0.9514 |
318
- | 0.3761 | 24.2727 | 534 | 0.8898 | 0.6522 | 0.8898 | 0.9433 |
319
- | 0.3761 | 24.3636 | 536 | 0.8477 | 0.6715 | 0.8477 | 0.9207 |
320
- | 0.3761 | 24.4545 | 538 | 0.8138 | 0.6906 | 0.8138 | 0.9021 |
321
- | 0.3761 | 24.5455 | 540 | 0.8080 | 0.6906 | 0.8080 | 0.8989 |
322
- | 0.3761 | 24.6364 | 542 | 0.8072 | 0.6906 | 0.8072 | 0.8984 |
323
- | 0.3761 | 24.7273 | 544 | 0.8105 | 0.6812 | 0.8105 | 0.9003 |
324
- | 0.3761 | 24.8182 | 546 | 0.8272 | 0.6861 | 0.8272 | 0.9095 |
325
- | 0.3761 | 24.9091 | 548 | 0.8505 | 0.7042 | 0.8505 | 0.9222 |
326
- | 0.3761 | 25.0 | 550 | 0.8664 | 0.6906 | 0.8664 | 0.9308 |
327
- | 0.3761 | 25.0909 | 552 | 0.8594 | 0.6906 | 0.8594 | 0.9270 |
328
- | 0.3761 | 25.1818 | 554 | 0.8309 | 0.6861 | 0.8309 | 0.9115 |
329
- | 0.3761 | 25.2727 | 556 | 0.8308 | 0.6569 | 0.8308 | 0.9115 |
330
- | 0.3761 | 25.3636 | 558 | 0.8580 | 0.6423 | 0.8580 | 0.9263 |
331
- | 0.3761 | 25.4545 | 560 | 0.8769 | 0.6418 | 0.8769 | 0.9364 |
332
- | 0.3761 | 25.5455 | 562 | 0.8733 | 0.6519 | 0.8733 | 0.9345 |
333
- | 0.3761 | 25.6364 | 564 | 0.8447 | 0.6519 | 0.8447 | 0.9191 |
334
 
335
 
336
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task1_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: 0.8519
19
+ - Qwk: 0.6711
20
+ - Mse: 0.8519
21
+ - Rmse: 0.9230
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0714 | 2 | 6.8483 | 0.0242 | 6.8483 | 2.6169 |
53
+ | No log | 0.1429 | 4 | 4.2553 | 0.0702 | 4.2553 | 2.0628 |
54
+ | No log | 0.2143 | 6 | 3.0992 | 0.0494 | 3.0992 | 1.7604 |
55
+ | No log | 0.2857 | 8 | 2.3857 | 0.0758 | 2.3857 | 1.5446 |
56
+ | No log | 0.3571 | 10 | 2.3365 | -0.0496 | 2.3365 | 1.5286 |
57
+ | No log | 0.4286 | 12 | 1.7178 | 0.1538 | 1.7178 | 1.3107 |
58
+ | No log | 0.5 | 14 | 2.1385 | 0.1538 | 2.1385 | 1.4624 |
59
+ | No log | 0.5714 | 16 | 3.1436 | 0.1059 | 3.1436 | 1.7730 |
60
+ | No log | 0.6429 | 18 | 3.1489 | 0.1078 | 3.1489 | 1.7745 |
61
+ | No log | 0.7143 | 20 | 2.5794 | 0.1104 | 2.5794 | 1.6060 |
62
+ | No log | 0.7857 | 22 | 2.1193 | 0.2466 | 2.1193 | 1.4558 |
63
+ | No log | 0.8571 | 24 | 2.0308 | 0.3288 | 2.0308 | 1.4251 |
64
+ | No log | 0.9286 | 26 | 1.8235 | 0.3459 | 1.8235 | 1.3504 |
65
+ | No log | 1.0 | 28 | 1.6878 | 0.4127 | 1.6878 | 1.2992 |
66
+ | No log | 1.0714 | 30 | 1.5663 | 0.4160 | 1.5663 | 1.2515 |
67
+ | No log | 1.1429 | 32 | 1.7135 | 0.3803 | 1.7135 | 1.3090 |
68
+ | No log | 1.2143 | 34 | 2.4057 | 0.2000 | 2.4057 | 1.5510 |
69
+ | No log | 1.2857 | 36 | 3.1586 | 0.2105 | 3.1586 | 1.7772 |
70
+ | No log | 1.3571 | 38 | 3.2935 | 0.2374 | 3.2935 | 1.8148 |
71
+ | No log | 1.4286 | 40 | 2.4176 | 0.3005 | 2.4176 | 1.5549 |
72
+ | No log | 1.5 | 42 | 1.4300 | 0.5405 | 1.4300 | 1.1958 |
73
+ | No log | 1.5714 | 44 | 1.3056 | 0.5 | 1.3056 | 1.1426 |
74
+ | No log | 1.6429 | 46 | 1.4939 | 0.5135 | 1.4939 | 1.2223 |
75
+ | No log | 1.7143 | 48 | 1.7000 | 0.4516 | 1.7000 | 1.3039 |
76
+ | No log | 1.7857 | 50 | 1.7580 | 0.4076 | 1.7580 | 1.3259 |
77
+ | No log | 1.8571 | 52 | 1.7545 | 0.3822 | 1.7545 | 1.3246 |
78
+ | No log | 1.9286 | 54 | 1.3104 | 0.5775 | 1.3104 | 1.1447 |
79
+ | No log | 2.0 | 56 | 1.0248 | 0.5857 | 1.0248 | 1.0123 |
80
+ | No log | 2.0714 | 58 | 0.9287 | 0.6143 | 0.9287 | 0.9637 |
81
+ | No log | 2.1429 | 60 | 0.8782 | 0.7172 | 0.8782 | 0.9371 |
82
+ | No log | 2.2143 | 62 | 0.8689 | 0.6944 | 0.8689 | 0.9322 |
83
+ | No log | 2.2857 | 64 | 0.9753 | 0.6259 | 0.9753 | 0.9876 |
84
+ | No log | 2.3571 | 66 | 1.5911 | 0.5638 | 1.5911 | 1.2614 |
85
+ | No log | 2.4286 | 68 | 2.0574 | 0.4306 | 2.0574 | 1.4344 |
86
+ | No log | 2.5 | 70 | 1.8307 | 0.5700 | 1.8307 | 1.3530 |
87
+ | No log | 2.5714 | 72 | 1.1568 | 0.6358 | 1.1568 | 1.0755 |
88
+ | No log | 2.6429 | 74 | 0.9008 | 0.7425 | 0.9008 | 0.9491 |
89
+ | No log | 2.7143 | 76 | 0.9285 | 0.7701 | 0.9285 | 0.9636 |
90
+ | No log | 2.7857 | 78 | 1.1918 | 0.6383 | 1.1918 | 1.0917 |
91
+ | No log | 2.8571 | 80 | 1.6383 | 0.5631 | 1.6383 | 1.2799 |
92
+ | No log | 2.9286 | 82 | 1.9032 | 0.5164 | 1.9032 | 1.3796 |
93
+ | No log | 3.0 | 84 | 1.5576 | 0.5756 | 1.5576 | 1.2480 |
94
+ | No log | 3.0714 | 86 | 0.9723 | 0.6744 | 0.9723 | 0.9861 |
95
+ | No log | 3.1429 | 88 | 0.8037 | 0.7162 | 0.8037 | 0.8965 |
96
+ | No log | 3.2143 | 90 | 0.8239 | 0.6757 | 0.8239 | 0.9077 |
97
+ | No log | 3.2857 | 92 | 0.8418 | 0.6849 | 0.8418 | 0.9175 |
98
+ | No log | 3.3571 | 94 | 0.8943 | 0.6434 | 0.8943 | 0.9457 |
99
+ | No log | 3.4286 | 96 | 1.2668 | 0.5616 | 1.2668 | 1.1255 |
100
+ | No log | 3.5 | 98 | 1.3191 | 0.5405 | 1.3191 | 1.1485 |
101
+ | No log | 3.5714 | 100 | 1.2024 | 0.5714 | 1.2024 | 1.0965 |
102
+ | No log | 3.6429 | 102 | 0.9286 | 0.6667 | 0.9286 | 0.9636 |
103
+ | No log | 3.7143 | 104 | 0.7043 | 0.7347 | 0.7043 | 0.8392 |
104
+ | No log | 3.7857 | 106 | 0.6984 | 0.6933 | 0.6984 | 0.8357 |
105
+ | No log | 3.8571 | 108 | 0.7986 | 0.6712 | 0.7986 | 0.8937 |
106
+ | No log | 3.9286 | 110 | 0.7605 | 0.6993 | 0.7605 | 0.8721 |
107
+ | No log | 4.0 | 112 | 0.8476 | 0.7051 | 0.8476 | 0.9207 |
108
+ | No log | 4.0714 | 114 | 1.1007 | 0.6135 | 1.1007 | 1.0491 |
109
+ | No log | 4.1429 | 116 | 1.2791 | 0.6111 | 1.2791 | 1.1310 |
110
+ | No log | 4.2143 | 118 | 1.1547 | 0.5935 | 1.1547 | 1.0746 |
111
+ | No log | 4.2857 | 120 | 1.0334 | 0.5985 | 1.0334 | 1.0165 |
112
+ | No log | 4.3571 | 122 | 1.0444 | 0.5985 | 1.0444 | 1.0219 |
113
+ | No log | 4.4286 | 124 | 1.1124 | 0.5985 | 1.1124 | 1.0547 |
114
+ | No log | 4.5 | 126 | 1.0447 | 0.5985 | 1.0447 | 1.0221 |
115
+ | No log | 4.5714 | 128 | 1.0337 | 0.6143 | 1.0337 | 1.0167 |
116
+ | No log | 4.6429 | 130 | 1.1096 | 0.6351 | 1.1096 | 1.0534 |
117
+ | No log | 4.7143 | 132 | 0.9678 | 0.6577 | 0.9678 | 0.9838 |
118
+ | No log | 4.7857 | 134 | 0.7798 | 0.7162 | 0.7798 | 0.8831 |
119
+ | No log | 4.8571 | 136 | 0.6373 | 0.7467 | 0.6373 | 0.7983 |
120
+ | No log | 4.9286 | 138 | 0.6208 | 0.7632 | 0.6208 | 0.7879 |
121
+ | No log | 5.0 | 140 | 0.6685 | 0.7662 | 0.6685 | 0.8176 |
122
+ | No log | 5.0714 | 142 | 0.8938 | 0.7135 | 0.8938 | 0.9454 |
123
+ | No log | 5.1429 | 144 | 1.0089 | 0.6514 | 1.0089 | 1.0044 |
124
+ | No log | 5.2143 | 146 | 1.0834 | 0.6316 | 1.0834 | 1.0409 |
125
+ | No log | 5.2857 | 148 | 0.9138 | 0.6968 | 0.9138 | 0.9559 |
126
+ | No log | 5.3571 | 150 | 0.6818 | 0.7763 | 0.6818 | 0.8257 |
127
+ | No log | 5.4286 | 152 | 0.6955 | 0.7273 | 0.6955 | 0.8340 |
128
+ | No log | 5.5 | 154 | 0.7379 | 0.7075 | 0.7379 | 0.8590 |
129
+ | No log | 5.5714 | 156 | 0.8085 | 0.6483 | 0.8085 | 0.8992 |
130
+ | No log | 5.6429 | 158 | 0.8182 | 0.6528 | 0.8182 | 0.9045 |
131
+ | No log | 5.7143 | 160 | 0.8205 | 0.6377 | 0.8205 | 0.9058 |
132
+ | No log | 5.7857 | 162 | 0.8915 | 0.6107 | 0.8915 | 0.9442 |
133
+ | No log | 5.8571 | 164 | 0.9326 | 0.5954 | 0.9326 | 0.9657 |
134
+ | No log | 5.9286 | 166 | 0.9215 | 0.5693 | 0.9215 | 0.9600 |
135
+ | No log | 6.0 | 168 | 1.0441 | 0.6069 | 1.0441 | 1.0218 |
136
+ | No log | 6.0714 | 170 | 1.4206 | 0.5989 | 1.4206 | 1.1919 |
137
+ | No log | 6.1429 | 172 | 1.4585 | 0.6 | 1.4585 | 1.2077 |
138
+ | No log | 6.2143 | 174 | 1.0576 | 0.6514 | 1.0576 | 1.0284 |
139
+ | No log | 6.2857 | 176 | 0.8328 | 0.7219 | 0.8328 | 0.9126 |
140
+ | No log | 6.3571 | 178 | 0.7027 | 0.7613 | 0.7027 | 0.8382 |
141
+ | No log | 6.4286 | 180 | 0.7071 | 0.7682 | 0.7071 | 0.8409 |
142
+ | No log | 6.5 | 182 | 0.7062 | 0.6986 | 0.7062 | 0.8404 |
143
+ | No log | 6.5714 | 184 | 0.7558 | 0.7248 | 0.7558 | 0.8693 |
144
+ | No log | 6.6429 | 186 | 0.7974 | 0.6573 | 0.7974 | 0.8930 |
145
+ | No log | 6.7143 | 188 | 0.7792 | 0.6713 | 0.7792 | 0.8827 |
146
+ | No log | 6.7857 | 190 | 0.7128 | 0.7034 | 0.7128 | 0.8443 |
147
+ | No log | 6.8571 | 192 | 0.6143 | 0.7703 | 0.6143 | 0.7838 |
148
+ | No log | 6.9286 | 194 | 0.6475 | 0.8176 | 0.6475 | 0.8047 |
149
+ | No log | 7.0 | 196 | 0.9502 | 0.7213 | 0.9502 | 0.9748 |
150
+ | No log | 7.0714 | 198 | 1.3218 | 0.5990 | 1.3218 | 1.1497 |
151
+ | No log | 7.1429 | 200 | 1.1758 | 0.6211 | 1.1758 | 1.0843 |
152
+ | No log | 7.2143 | 202 | 0.8082 | 0.7425 | 0.8082 | 0.8990 |
153
+ | No log | 7.2857 | 204 | 0.7117 | 0.7778 | 0.7117 | 0.8437 |
154
+ | No log | 7.3571 | 206 | 0.6946 | 0.7368 | 0.6946 | 0.8334 |
155
+ | No log | 7.4286 | 208 | 0.7827 | 0.7702 | 0.7827 | 0.8847 |
156
+ | No log | 7.5 | 210 | 0.8767 | 0.6747 | 0.8767 | 0.9363 |
157
+ | No log | 7.5714 | 212 | 0.8272 | 0.7308 | 0.8272 | 0.9095 |
158
+ | No log | 7.6429 | 214 | 0.6988 | 0.7027 | 0.6988 | 0.8359 |
159
+ | No log | 7.7143 | 216 | 0.6826 | 0.7222 | 0.6826 | 0.8262 |
160
+ | No log | 7.7857 | 218 | 0.7329 | 0.6761 | 0.7329 | 0.8561 |
161
+ | No log | 7.8571 | 220 | 0.8396 | 0.6043 | 0.8396 | 0.9163 |
162
+ | No log | 7.9286 | 222 | 0.8157 | 0.6232 | 0.8157 | 0.9032 |
163
+ | No log | 8.0 | 224 | 0.7752 | 0.6866 | 0.7752 | 0.8805 |
164
+ | No log | 8.0714 | 226 | 0.8457 | 0.6615 | 0.8457 | 0.9196 |
165
+ | No log | 8.1429 | 228 | 0.8256 | 0.6870 | 0.8256 | 0.9086 |
166
+ | No log | 8.2143 | 230 | 0.7420 | 0.7376 | 0.7420 | 0.8614 |
167
+ | No log | 8.2857 | 232 | 0.7530 | 0.6475 | 0.7530 | 0.8677 |
168
+ | No log | 8.3571 | 234 | 0.8607 | 0.6752 | 0.8607 | 0.9278 |
169
+ | No log | 8.4286 | 236 | 1.0144 | 0.6707 | 1.0144 | 1.0072 |
170
+ | No log | 8.5 | 238 | 0.9194 | 0.6914 | 0.9194 | 0.9588 |
171
+ | No log | 8.5714 | 240 | 0.7308 | 0.6434 | 0.7308 | 0.8549 |
172
+ | No log | 8.6429 | 242 | 0.6458 | 0.7586 | 0.6458 | 0.8036 |
173
+ | No log | 8.7143 | 244 | 0.6682 | 0.7448 | 0.6682 | 0.8174 |
174
+ | No log | 8.7857 | 246 | 0.6765 | 0.75 | 0.6765 | 0.8225 |
175
+ | No log | 8.8571 | 248 | 0.7626 | 0.6528 | 0.7626 | 0.8732 |
176
+ | No log | 8.9286 | 250 | 0.9629 | 0.7125 | 0.9629 | 0.9813 |
177
+ | No log | 9.0 | 252 | 1.0433 | 0.7030 | 1.0433 | 1.0214 |
178
+ | No log | 9.0714 | 254 | 0.9069 | 0.7105 | 0.9069 | 0.9523 |
179
+ | No log | 9.1429 | 256 | 0.7432 | 0.6986 | 0.7432 | 0.8621 |
180
+ | No log | 9.2143 | 258 | 0.6975 | 0.6986 | 0.6975 | 0.8352 |
181
+ | No log | 9.2857 | 260 | 0.7864 | 0.7123 | 0.7864 | 0.8868 |
182
+ | No log | 9.3571 | 262 | 0.9959 | 0.6386 | 0.9959 | 0.9979 |
183
+ | No log | 9.4286 | 264 | 1.0890 | 0.6235 | 1.0890 | 1.0436 |
184
+ | No log | 9.5 | 266 | 1.1029 | 0.6341 | 1.1029 | 1.0502 |
185
+ | No log | 9.5714 | 268 | 1.1899 | 0.65 | 1.1899 | 1.0908 |
186
+ | No log | 9.6429 | 270 | 1.1206 | 0.6533 | 1.1206 | 1.0586 |
187
+ | No log | 9.7143 | 272 | 0.9350 | 0.6043 | 0.9350 | 0.9670 |
188
+ | No log | 9.7857 | 274 | 0.8765 | 0.6620 | 0.8765 | 0.9362 |
189
+ | No log | 9.8571 | 276 | 0.7771 | 0.6383 | 0.7771 | 0.8815 |
190
+ | No log | 9.9286 | 278 | 0.7444 | 0.6620 | 0.7444 | 0.8628 |
191
+ | No log | 10.0 | 280 | 0.7500 | 0.6620 | 0.7500 | 0.8660 |
192
+ | No log | 10.0714 | 282 | 0.8414 | 0.6883 | 0.8414 | 0.9173 |
193
+ | No log | 10.1429 | 284 | 0.8214 | 0.6759 | 0.8214 | 0.9063 |
194
+ | No log | 10.2143 | 286 | 0.8196 | 0.6712 | 0.8196 | 0.9053 |
195
+ | No log | 10.2857 | 288 | 0.8185 | 0.6712 | 0.8185 | 0.9047 |
196
+ | No log | 10.3571 | 290 | 0.8785 | 0.6849 | 0.8785 | 0.9373 |
197
+ | No log | 10.4286 | 292 | 0.9487 | 0.6667 | 0.9487 | 0.9740 |
198
+ | No log | 10.5 | 294 | 1.1240 | 0.6503 | 1.1240 | 1.0602 |
199
+ | No log | 10.5714 | 296 | 1.3009 | 0.6136 | 1.3009 | 1.1406 |
200
+ | No log | 10.6429 | 298 | 1.3535 | 0.6034 | 1.3535 | 1.1634 |
201
+ | No log | 10.7143 | 300 | 1.3385 | 0.6034 | 1.3385 | 1.1569 |
202
+ | No log | 10.7857 | 302 | 1.2932 | 0.6034 | 1.2932 | 1.1372 |
203
+ | No log | 10.8571 | 304 | 0.9762 | 0.6585 | 0.9762 | 0.9880 |
204
+ | No log | 10.9286 | 306 | 0.9019 | 0.7105 | 0.9019 | 0.9497 |
205
+ | No log | 11.0 | 308 | 1.0581 | 0.6133 | 1.0581 | 1.0287 |
206
+ | No log | 11.0714 | 310 | 1.2683 | 0.6452 | 1.2683 | 1.1262 |
207
+ | No log | 11.1429 | 312 | 1.1949 | 0.5874 | 1.1949 | 1.0931 |
208
+ | No log | 11.2143 | 314 | 1.0309 | 0.5899 | 1.0309 | 1.0153 |
209
+ | No log | 11.2857 | 316 | 0.8234 | 0.6377 | 0.8234 | 0.9074 |
210
+ | No log | 11.3571 | 318 | 0.7315 | 0.6763 | 0.7315 | 0.8553 |
211
+ | No log | 11.4286 | 320 | 0.7477 | 0.6619 | 0.7477 | 0.8647 |
212
+ | No log | 11.5 | 322 | 0.8298 | 0.6571 | 0.8298 | 0.9110 |
213
+ | No log | 11.5714 | 324 | 0.7900 | 0.6667 | 0.7900 | 0.8888 |
214
+ | No log | 11.6429 | 326 | 0.8108 | 0.6667 | 0.8108 | 0.9005 |
215
+ | No log | 11.7143 | 328 | 0.8679 | 0.6667 | 0.8679 | 0.9316 |
216
+ | No log | 11.7857 | 330 | 0.8143 | 0.6667 | 0.8143 | 0.9024 |
217
+ | No log | 11.8571 | 332 | 0.7500 | 0.6619 | 0.7500 | 0.8660 |
218
+ | No log | 11.9286 | 334 | 0.7371 | 0.6950 | 0.7371 | 0.8586 |
219
+ | No log | 12.0 | 336 | 0.7725 | 0.6571 | 0.7725 | 0.8789 |
220
+ | No log | 12.0714 | 338 | 0.8648 | 0.6241 | 0.8648 | 0.9300 |
221
+ | No log | 12.1429 | 340 | 0.9705 | 0.6207 | 0.9705 | 0.9852 |
222
+ | No log | 12.2143 | 342 | 1.1560 | 0.6369 | 1.1560 | 1.0752 |
223
+ | No log | 12.2857 | 344 | 1.0753 | 0.6543 | 1.0753 | 1.0370 |
224
+ | No log | 12.3571 | 346 | 0.8438 | 0.6933 | 0.8438 | 0.9186 |
225
+ | No log | 12.4286 | 348 | 0.7227 | 0.7027 | 0.7227 | 0.8501 |
226
+ | No log | 12.5 | 350 | 0.7609 | 0.7436 | 0.7609 | 0.8723 |
227
+ | No log | 12.5714 | 352 | 0.7111 | 0.7333 | 0.7111 | 0.8433 |
228
+ | No log | 12.6429 | 354 | 0.7426 | 0.7237 | 0.7426 | 0.8617 |
229
+ | No log | 12.7143 | 356 | 0.8979 | 0.7329 | 0.8979 | 0.9476 |
230
+ | No log | 12.7857 | 358 | 0.9576 | 0.7125 | 0.9576 | 0.9786 |
231
+ | No log | 12.8571 | 360 | 0.7990 | 0.7105 | 0.7990 | 0.8939 |
232
+ | No log | 12.9286 | 362 | 0.8032 | 0.7105 | 0.8032 | 0.8962 |
233
+ | No log | 13.0 | 364 | 0.8459 | 0.6887 | 0.8459 | 0.9197 |
234
+ | No log | 13.0714 | 366 | 0.6871 | 0.7383 | 0.6871 | 0.8289 |
235
+ | No log | 13.1429 | 368 | 0.5879 | 0.7397 | 0.5879 | 0.7667 |
236
+ | No log | 13.2143 | 370 | 0.6186 | 0.7429 | 0.6186 | 0.7865 |
237
+ | No log | 13.2857 | 372 | 0.6346 | 0.7432 | 0.6346 | 0.7966 |
238
+ | No log | 13.3571 | 374 | 0.6686 | 0.7162 | 0.6686 | 0.8177 |
239
+ | No log | 13.4286 | 376 | 0.7485 | 0.7020 | 0.7485 | 0.8652 |
240
+ | No log | 13.5 | 378 | 0.8893 | 0.7329 | 0.8893 | 0.9430 |
241
+ | No log | 13.5714 | 380 | 0.9455 | 0.6914 | 0.9455 | 0.9724 |
242
+ | No log | 13.6429 | 382 | 0.8442 | 0.7453 | 0.8442 | 0.9188 |
243
+ | No log | 13.7143 | 384 | 0.7141 | 0.7662 | 0.7141 | 0.8451 |
244
+ | No log | 13.7857 | 386 | 0.6414 | 0.7333 | 0.6414 | 0.8008 |
245
+ | No log | 13.8571 | 388 | 0.6300 | 0.7260 | 0.6300 | 0.7937 |
246
+ | No log | 13.9286 | 390 | 0.6699 | 0.7320 | 0.6699 | 0.8185 |
247
+ | No log | 14.0 | 392 | 0.7683 | 0.7531 | 0.7683 | 0.8765 |
248
+ | No log | 14.0714 | 394 | 0.7479 | 0.7261 | 0.7479 | 0.8648 |
249
+ | No log | 14.1429 | 396 | 0.6806 | 0.7211 | 0.6806 | 0.8250 |
250
+ | No log | 14.2143 | 398 | 0.7208 | 0.7123 | 0.7208 | 0.8490 |
251
+ | No log | 14.2857 | 400 | 0.7855 | 0.7075 | 0.7855 | 0.8863 |
252
+ | No log | 14.3571 | 402 | 0.8799 | 0.6389 | 0.8799 | 0.9380 |
253
+ | No log | 14.4286 | 404 | 0.8759 | 0.6389 | 0.8759 | 0.9359 |
254
+ | No log | 14.5 | 406 | 0.8243 | 0.7162 | 0.8243 | 0.9079 |
255
+ | No log | 14.5714 | 408 | 0.8165 | 0.6986 | 0.8165 | 0.9036 |
256
+ | No log | 14.6429 | 410 | 0.7823 | 0.7432 | 0.7823 | 0.8845 |
257
+ | No log | 14.7143 | 412 | 0.8339 | 0.7114 | 0.8339 | 0.9132 |
258
+ | No log | 14.7857 | 414 | 1.0806 | 0.6154 | 1.0806 | 1.0395 |
259
+ | No log | 14.8571 | 416 | 1.3318 | 0.5614 | 1.3318 | 1.1541 |
260
+ | No log | 14.9286 | 418 | 1.2321 | 0.5890 | 1.2321 | 1.1100 |
261
+ | No log | 15.0 | 420 | 1.0503 | 0.5986 | 1.0503 | 1.0248 |
262
+ | No log | 15.0714 | 422 | 1.0069 | 0.6069 | 1.0069 | 1.0034 |
263
+ | No log | 15.1429 | 424 | 0.9370 | 0.6939 | 0.9370 | 0.9680 |
264
+ | No log | 15.2143 | 426 | 0.9540 | 0.6483 | 0.9540 | 0.9767 |
265
+ | No log | 15.2857 | 428 | 1.0004 | 0.5816 | 1.0004 | 1.0002 |
266
+ | No log | 15.3571 | 430 | 1.0388 | 0.6014 | 1.0388 | 1.0192 |
267
+ | No log | 15.4286 | 432 | 1.1750 | 0.5906 | 1.1750 | 1.0840 |
268
+ | No log | 15.5 | 434 | 1.2679 | 0.5906 | 1.2679 | 1.1260 |
269
+ | No log | 15.5714 | 436 | 1.1770 | 0.5906 | 1.1770 | 1.0849 |
270
+ | No log | 15.6429 | 438 | 0.9554 | 0.6575 | 0.9554 | 0.9775 |
271
+ | No log | 15.7143 | 440 | 0.7457 | 0.6986 | 0.7457 | 0.8636 |
272
+ | No log | 15.7857 | 442 | 0.6959 | 0.7297 | 0.6959 | 0.8342 |
273
+ | No log | 15.8571 | 444 | 0.7117 | 0.7297 | 0.7117 | 0.8436 |
274
+ | No log | 15.9286 | 446 | 0.8284 | 0.7607 | 0.8284 | 0.9102 |
275
+ | No log | 16.0 | 448 | 1.0277 | 0.6424 | 1.0277 | 1.0138 |
276
+ | No log | 16.0714 | 450 | 1.1787 | 0.6127 | 1.1787 | 1.0857 |
277
+ | No log | 16.1429 | 452 | 1.1040 | 0.6235 | 1.1040 | 1.0507 |
278
+ | No log | 16.2143 | 454 | 0.9267 | 0.6962 | 0.9267 | 0.9627 |
279
+ | No log | 16.2857 | 456 | 0.7431 | 0.6944 | 0.7431 | 0.8621 |
280
+ | No log | 16.3571 | 458 | 0.6743 | 0.7397 | 0.6743 | 0.8212 |
281
+ | No log | 16.4286 | 460 | 0.6808 | 0.7347 | 0.6808 | 0.8251 |
282
+ | No log | 16.5 | 462 | 0.7444 | 0.7547 | 0.7444 | 0.8628 |
283
+ | No log | 16.5714 | 464 | 0.8993 | 0.7241 | 0.8993 | 0.9483 |
284
+ | No log | 16.6429 | 466 | 1.0118 | 0.6893 | 1.0118 | 1.0059 |
285
+ | No log | 16.7143 | 468 | 1.0443 | 0.6552 | 1.0443 | 1.0219 |
286
+ | No log | 16.7857 | 470 | 1.1560 | 0.6433 | 1.1560 | 1.0752 |
287
+ | No log | 16.8571 | 472 | 1.1823 | 0.6463 | 1.1823 | 1.0873 |
288
+ | No log | 16.9286 | 474 | 1.0635 | 0.6497 | 1.0635 | 1.0313 |
289
+ | No log | 17.0 | 476 | 0.9272 | 0.6839 | 0.9272 | 0.9629 |
290
+ | No log | 17.0714 | 478 | 0.8677 | 0.7261 | 0.8677 | 0.9315 |
291
+ | No log | 17.1429 | 480 | 0.9658 | 0.7037 | 0.9658 | 0.9828 |
292
+ | No log | 17.2143 | 482 | 1.2380 | 0.6034 | 1.2380 | 1.1126 |
293
+ | No log | 17.2857 | 484 | 1.3543 | 0.6196 | 1.3543 | 1.1638 |
294
+ | No log | 17.3571 | 486 | 1.2722 | 0.6188 | 1.2722 | 1.1279 |
295
+ | No log | 17.4286 | 488 | 0.9888 | 0.6627 | 0.9888 | 0.9944 |
296
+ | No log | 17.5 | 490 | 0.7958 | 0.7027 | 0.7958 | 0.8921 |
297
+ | No log | 17.5714 | 492 | 0.7636 | 0.7297 | 0.7636 | 0.8739 |
298
+ | No log | 17.6429 | 494 | 0.8253 | 0.6528 | 0.8253 | 0.9085 |
299
+ | No log | 17.7143 | 496 | 0.8740 | 0.6294 | 0.8740 | 0.9349 |
300
+ | No log | 17.7857 | 498 | 0.8456 | 0.6434 | 0.8456 | 0.9196 |
301
+ | 0.3494 | 17.8571 | 500 | 0.8008 | 0.6853 | 0.8008 | 0.8949 |
302
+ | 0.3494 | 17.9286 | 502 | 0.7370 | 0.7347 | 0.7370 | 0.8585 |
303
+ | 0.3494 | 18.0 | 504 | 0.7771 | 0.7347 | 0.7771 | 0.8815 |
304
+ | 0.3494 | 18.0714 | 506 | 0.8528 | 0.6483 | 0.8528 | 0.9235 |
305
+ | 0.3494 | 18.1429 | 508 | 1.0156 | 0.6443 | 1.0156 | 1.0078 |
306
+ | 0.3494 | 18.2143 | 510 | 1.1386 | 0.6 | 1.1386 | 1.0671 |
307
+ | 0.3494 | 18.2857 | 512 | 1.0605 | 0.6234 | 1.0605 | 1.0298 |
308
+ | 0.3494 | 18.3571 | 514 | 0.8519 | 0.6711 | 0.8519 | 0.9230 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions