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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_task2_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_task2_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_task2_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: 0.8046
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- - Qwk: 0.4851
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- - Mse: 0.8046
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- - Rmse: 0.8970
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  ## Model description
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@@ -49,276 +49,261 @@ 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 | 0.0235 | 2 | 4.6910 | 0.0042 | 4.6910 | 2.1659 |
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- | No log | 0.0471 | 4 | 3.1175 | -0.0274 | 3.1175 | 1.7657 |
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- | No log | 0.0706 | 6 | 1.6282 | 0.0372 | 1.6282 | 1.2760 |
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- | No log | 0.0941 | 8 | 1.4815 | -0.0046 | 1.4815 | 1.2172 |
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- | No log | 0.1176 | 10 | 1.6961 | -0.0061 | 1.6961 | 1.3023 |
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- | No log | 0.1412 | 12 | 1.2889 | 0.0914 | 1.2889 | 1.1353 |
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- | No log | 0.1647 | 14 | 1.1952 | 0.1814 | 1.1952 | 1.0933 |
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- | No log | 0.1882 | 16 | 1.1958 | 0.0872 | 1.1958 | 1.0935 |
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- | No log | 0.2118 | 18 | 1.2224 | 0.2155 | 1.2224 | 1.1056 |
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- | No log | 0.2353 | 20 | 1.2283 | 0.3243 | 1.2283 | 1.1083 |
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- | No log | 0.2588 | 22 | 1.1258 | 0.3602 | 1.1258 | 1.0610 |
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- | No log | 0.2824 | 24 | 1.0471 | 0.2643 | 1.0471 | 1.0233 |
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- | No log | 0.3059 | 26 | 1.0586 | 0.3681 | 1.0586 | 1.0289 |
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- | No log | 0.3294 | 28 | 1.1548 | 0.2918 | 1.1548 | 1.0746 |
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- | No log | 0.3529 | 30 | 1.1011 | 0.2673 | 1.1011 | 1.0493 |
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- | No log | 0.3765 | 32 | 1.0955 | 0.2490 | 1.0955 | 1.0467 |
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- | No log | 0.4 | 34 | 1.0604 | 0.2681 | 1.0604 | 1.0298 |
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- | No log | 0.4235 | 36 | 1.1563 | 0.3491 | 1.1563 | 1.0753 |
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- | No log | 0.4471 | 38 | 1.1041 | 0.2786 | 1.1041 | 1.0507 |
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- | No log | 0.4706 | 40 | 1.0590 | 0.4444 | 1.0590 | 1.0291 |
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- | No log | 0.4941 | 42 | 0.9744 | 0.3404 | 0.9744 | 0.9871 |
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- | No log | 0.5176 | 44 | 0.9540 | 0.3771 | 0.9540 | 0.9767 |
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- | No log | 0.5412 | 46 | 0.9354 | 0.3771 | 0.9354 | 0.9672 |
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- | No log | 0.5647 | 48 | 0.9126 | 0.4737 | 0.9126 | 0.9553 |
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- | No log | 0.5882 | 50 | 0.9086 | 0.4945 | 0.9086 | 0.9532 |
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- | No log | 0.6118 | 52 | 0.8954 | 0.4930 | 0.8954 | 0.9462 |
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- | No log | 0.6353 | 54 | 0.8925 | 0.4604 | 0.8925 | 0.9447 |
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- | No log | 0.6588 | 56 | 0.9874 | 0.4490 | 0.9874 | 0.9937 |
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- | No log | 0.6824 | 58 | 1.0950 | 0.4705 | 1.0950 | 1.0464 |
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- | No log | 0.7059 | 60 | 1.0086 | 0.5150 | 1.0086 | 1.0043 |
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- | No log | 0.7294 | 62 | 0.8665 | 0.4694 | 0.8665 | 0.9309 |
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- | No log | 0.7529 | 64 | 0.8241 | 0.5102 | 0.8241 | 0.9078 |
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- | No log | 0.7765 | 66 | 0.8182 | 0.4978 | 0.8182 | 0.9046 |
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- | No log | 0.8 | 68 | 0.8288 | 0.5216 | 0.8288 | 0.9104 |
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- | No log | 0.8235 | 70 | 0.7672 | 0.5054 | 0.7672 | 0.8759 |
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- | No log | 0.8471 | 72 | 0.7460 | 0.6044 | 0.7460 | 0.8637 |
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- | No log | 0.8706 | 74 | 0.7454 | 0.6343 | 0.7454 | 0.8634 |
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- | No log | 0.8941 | 76 | 0.7849 | 0.6131 | 0.7849 | 0.8860 |
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- | No log | 0.9176 | 78 | 0.9287 | 0.5605 | 0.9287 | 0.9637 |
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- | No log | 0.9412 | 80 | 0.9326 | 0.5754 | 0.9326 | 0.9657 |
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- | No log | 0.9647 | 82 | 0.9130 | 0.5605 | 0.9130 | 0.9555 |
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- | No log | 0.9882 | 84 | 0.9981 | 0.5659 | 0.9981 | 0.9991 |
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- | No log | 1.0118 | 86 | 0.8794 | 0.5702 | 0.8794 | 0.9378 |
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- | No log | 1.0353 | 88 | 0.8329 | 0.5712 | 0.8329 | 0.9127 |
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- | No log | 1.0588 | 90 | 0.7927 | 0.5648 | 0.7927 | 0.8903 |
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- | No log | 1.0824 | 92 | 0.7685 | 0.5646 | 0.7685 | 0.8766 |
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- | No log | 1.1059 | 94 | 0.7853 | 0.4853 | 0.7853 | 0.8862 |
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- | No log | 1.1294 | 96 | 0.7785 | 0.5026 | 0.7785 | 0.8823 |
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- | No log | 1.1529 | 98 | 0.7490 | 0.5735 | 0.7490 | 0.8654 |
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- | No log | 1.1765 | 100 | 0.7467 | 0.5571 | 0.7467 | 0.8641 |
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- | No log | 1.2 | 102 | 0.9169 | 0.5899 | 0.9169 | 0.9576 |
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- | No log | 1.2235 | 104 | 1.0799 | 0.5273 | 1.0799 | 1.0392 |
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- | No log | 1.2471 | 106 | 1.1364 | 0.5273 | 1.1364 | 1.0660 |
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- | No log | 1.2706 | 108 | 0.8970 | 0.5769 | 0.8970 | 0.9471 |
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- | No log | 1.2941 | 110 | 0.7581 | 0.6038 | 0.7581 | 0.8707 |
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- | No log | 1.3176 | 112 | 0.7452 | 0.5632 | 0.7452 | 0.8632 |
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- | No log | 1.3412 | 114 | 0.7426 | 0.5699 | 0.7426 | 0.8618 |
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- | No log | 1.3647 | 116 | 0.7647 | 0.5545 | 0.7647 | 0.8744 |
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- | No log | 1.3882 | 118 | 0.7852 | 0.5498 | 0.7852 | 0.8861 |
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- | No log | 1.4118 | 120 | 0.7808 | 0.5572 | 0.7808 | 0.8836 |
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- | No log | 1.4353 | 122 | 0.8102 | 0.6012 | 0.8102 | 0.9001 |
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- | No log | 1.4588 | 124 | 1.0506 | 0.5710 | 1.0506 | 1.0250 |
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- | No log | 1.4824 | 126 | 1.0456 | 0.5729 | 1.0456 | 1.0226 |
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- | No log | 1.5059 | 128 | 0.8289 | 0.5580 | 0.8289 | 0.9104 |
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- | No log | 1.5294 | 130 | 0.8726 | 0.5730 | 0.8726 | 0.9341 |
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- | No log | 1.5529 | 132 | 0.8489 | 0.5631 | 0.8489 | 0.9214 |
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- | No log | 1.5765 | 134 | 0.7600 | 0.5550 | 0.7600 | 0.8718 |
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- | No log | 1.6 | 136 | 1.2128 | 0.5336 | 1.2128 | 1.1013 |
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- | No log | 1.6235 | 138 | 1.6312 | 0.3265 | 1.6312 | 1.2772 |
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- | No log | 1.6471 | 140 | 1.5043 | 0.3058 | 1.5043 | 1.2265 |
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- | No log | 1.6706 | 142 | 1.1280 | 0.4654 | 1.1280 | 1.0621 |
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- | No log | 1.6941 | 144 | 0.7438 | 0.5862 | 0.7438 | 0.8625 |
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- | No log | 1.7176 | 146 | 0.7437 | 0.5909 | 0.7437 | 0.8624 |
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- | No log | 1.7412 | 148 | 0.7080 | 0.6605 | 0.7080 | 0.8414 |
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- | No log | 1.7647 | 150 | 0.7329 | 0.5070 | 0.7329 | 0.8561 |
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- | No log | 1.7882 | 152 | 0.9075 | 0.5976 | 0.9075 | 0.9526 |
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- | No log | 1.8118 | 154 | 1.0260 | 0.5763 | 1.0260 | 1.0129 |
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- | No log | 1.8353 | 156 | 0.8291 | 0.5826 | 0.8291 | 0.9105 |
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- | No log | 1.8588 | 158 | 0.6786 | 0.5570 | 0.6786 | 0.8238 |
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- | No log | 1.8824 | 160 | 0.6564 | 0.6756 | 0.6564 | 0.8102 |
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- | No log | 1.9059 | 162 | 0.6666 | 0.6015 | 0.6666 | 0.8165 |
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- | No log | 1.9294 | 164 | 0.7700 | 0.5708 | 0.7700 | 0.8775 |
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- | No log | 1.9529 | 166 | 0.9759 | 0.4939 | 0.9759 | 0.9879 |
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- | No log | 1.9765 | 168 | 1.0079 | 0.4477 | 1.0079 | 1.0040 |
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- | No log | 2.0 | 170 | 0.8872 | 0.5485 | 0.8872 | 0.9419 |
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- | No log | 2.0235 | 172 | 0.7282 | 0.6196 | 0.7282 | 0.8533 |
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- | No log | 2.0471 | 174 | 0.6490 | 0.6769 | 0.6490 | 0.8056 |
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- | No log | 2.0706 | 176 | 0.6155 | 0.7080 | 0.6155 | 0.7845 |
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- | No log | 2.0941 | 178 | 0.6158 | 0.7157 | 0.6158 | 0.7847 |
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- | No log | 2.1176 | 180 | 0.6225 | 0.6460 | 0.6225 | 0.7890 |
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- | No log | 2.1412 | 182 | 0.7116 | 0.6369 | 0.7116 | 0.8436 |
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- | No log | 2.1647 | 184 | 0.7057 | 0.6195 | 0.7057 | 0.8400 |
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- | No log | 2.1882 | 186 | 0.6527 | 0.5622 | 0.6527 | 0.8079 |
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- | No log | 2.2118 | 188 | 0.6634 | 0.6017 | 0.6634 | 0.8145 |
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- | No log | 2.2353 | 190 | 0.6354 | 0.6561 | 0.6354 | 0.7971 |
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- | No log | 2.2588 | 192 | 0.6593 | 0.6356 | 0.6593 | 0.8120 |
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- | No log | 2.2824 | 194 | 0.7774 | 0.5719 | 0.7774 | 0.8817 |
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- | No log | 2.3059 | 196 | 0.9931 | 0.5392 | 0.9931 | 0.9966 |
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- | No log | 2.3294 | 198 | 1.0199 | 0.5583 | 1.0199 | 1.0099 |
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- | No log | 2.3529 | 200 | 0.8153 | 0.5719 | 0.8153 | 0.9029 |
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- | No log | 2.3765 | 202 | 0.6666 | 0.6154 | 0.6666 | 0.8165 |
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- | No log | 2.4 | 204 | 0.6639 | 0.6319 | 0.6639 | 0.8148 |
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- | No log | 2.4235 | 206 | 0.8097 | 0.5614 | 0.8097 | 0.8998 |
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- | No log | 2.4471 | 208 | 0.9692 | 0.5583 | 0.9692 | 0.9845 |
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- | No log | 2.4706 | 210 | 0.9481 | 0.5486 | 0.9481 | 0.9737 |
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- | No log | 2.4941 | 212 | 0.9027 | 0.5486 | 0.9027 | 0.9501 |
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- | No log | 2.5176 | 214 | 0.7229 | 0.6228 | 0.7229 | 0.8502 |
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- | No log | 2.5412 | 216 | 0.6752 | 0.6559 | 0.6752 | 0.8217 |
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- | No log | 2.5647 | 218 | 0.6995 | 0.6518 | 0.6995 | 0.8363 |
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- | No log | 2.5882 | 220 | 0.8144 | 0.5322 | 0.8144 | 0.9025 |
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- | No log | 2.6118 | 222 | 1.0301 | 0.5206 | 1.0301 | 1.0150 |
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- | No log | 2.6353 | 224 | 0.9696 | 0.5055 | 0.9696 | 0.9847 |
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- | No log | 2.6588 | 226 | 0.7473 | 0.5426 | 0.7473 | 0.8645 |
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- | No log | 2.6824 | 228 | 0.7015 | 0.5987 | 0.7015 | 0.8376 |
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- | No log | 2.7059 | 230 | 0.7394 | 0.5515 | 0.7394 | 0.8599 |
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- | No log | 2.7294 | 232 | 0.9075 | 0.4883 | 0.9075 | 0.9526 |
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- | No log | 2.7529 | 234 | 1.1942 | 0.4968 | 1.1942 | 1.0928 |
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- | No log | 2.7765 | 236 | 1.1217 | 0.5065 | 1.1217 | 1.0591 |
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- | No log | 2.8 | 238 | 0.8189 | 0.5408 | 0.8189 | 0.9049 |
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- | No log | 2.8235 | 240 | 0.6503 | 0.6709 | 0.6503 | 0.8064 |
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- | No log | 2.8471 | 242 | 0.6618 | 0.6540 | 0.6618 | 0.8135 |
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- | No log | 2.8706 | 244 | 0.7004 | 0.6319 | 0.7004 | 0.8369 |
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- | No log | 2.8941 | 246 | 0.8550 | 0.4824 | 0.8550 | 0.9247 |
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- | No log | 2.9176 | 248 | 1.0334 | 0.5016 | 1.0334 | 1.0166 |
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- | No log | 2.9412 | 250 | 1.0454 | 0.5016 | 1.0454 | 1.0224 |
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- | No log | 2.9647 | 252 | 0.9152 | 0.4603 | 0.9152 | 0.9567 |
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- | No log | 2.9882 | 254 | 0.8013 | 0.5769 | 0.8013 | 0.8952 |
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- | No log | 3.0118 | 256 | 0.8000 | 0.5769 | 0.8000 | 0.8944 |
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- | No log | 3.0353 | 258 | 0.9289 | 0.5384 | 0.9289 | 0.9638 |
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- | No log | 3.0588 | 260 | 1.1426 | 0.4724 | 1.1426 | 1.0689 |
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- | No log | 3.0824 | 262 | 1.1315 | 0.5191 | 1.1315 | 1.0637 |
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- | No log | 3.1059 | 264 | 0.9209 | 0.5591 | 0.9209 | 0.9597 |
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- | No log | 3.1294 | 266 | 0.8149 | 0.5800 | 0.8149 | 0.9027 |
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- | No log | 3.1529 | 268 | 0.7846 | 0.5182 | 0.7846 | 0.8858 |
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- | No log | 3.1765 | 270 | 0.7834 | 0.5153 | 0.7834 | 0.8851 |
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- | No log | 3.2 | 272 | 0.7728 | 0.5510 | 0.7728 | 0.8791 |
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- | No log | 3.2235 | 274 | 0.8061 | 0.5444 | 0.8061 | 0.8978 |
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- | No log | 3.2471 | 276 | 0.7865 | 0.5531 | 0.7865 | 0.8868 |
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- | No log | 3.2706 | 278 | 0.6609 | 0.6217 | 0.6609 | 0.8130 |
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- | No log | 3.2941 | 280 | 0.6281 | 0.6163 | 0.6281 | 0.7925 |
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- | No log | 3.3176 | 282 | 0.6213 | 0.5997 | 0.6213 | 0.7882 |
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- | No log | 3.3412 | 284 | 0.6658 | 0.6388 | 0.6658 | 0.8160 |
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- | No log | 3.3647 | 286 | 0.8315 | 0.5748 | 0.8315 | 0.9118 |
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- | No log | 3.3882 | 288 | 0.9602 | 0.5214 | 0.9602 | 0.9799 |
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- | No log | 3.4118 | 290 | 0.9038 | 0.5548 | 0.9038 | 0.9507 |
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- | No log | 3.4353 | 292 | 0.8030 | 0.5487 | 0.8030 | 0.8961 |
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- | No log | 3.4588 | 294 | 0.7313 | 0.5264 | 0.7313 | 0.8551 |
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- | No log | 3.4824 | 296 | 0.7656 | 0.5118 | 0.7656 | 0.8750 |
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- | No log | 3.5059 | 298 | 0.8188 | 0.5306 | 0.8188 | 0.9049 |
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- | No log | 3.5294 | 300 | 0.7826 | 0.5326 | 0.7826 | 0.8846 |
202
- | No log | 3.5529 | 302 | 0.7083 | 0.5495 | 0.7083 | 0.8416 |
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- | No log | 3.5765 | 304 | 0.6844 | 0.6131 | 0.6844 | 0.8273 |
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- | No log | 3.6 | 306 | 0.7483 | 0.5600 | 0.7483 | 0.8651 |
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- | No log | 3.6235 | 308 | 0.9821 | 0.5703 | 0.9821 | 0.9910 |
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- | No log | 3.6471 | 310 | 1.0223 | 0.5681 | 1.0223 | 1.0111 |
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- | No log | 3.6706 | 312 | 0.9174 | 0.5626 | 0.9174 | 0.9578 |
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- | No log | 3.6941 | 314 | 0.9011 | 0.5548 | 0.9011 | 0.9492 |
209
- | No log | 3.7176 | 316 | 0.7846 | 0.5276 | 0.7846 | 0.8858 |
210
- | No log | 3.7412 | 318 | 0.7479 | 0.5585 | 0.7479 | 0.8648 |
211
- | No log | 3.7647 | 320 | 0.7769 | 0.4954 | 0.7769 | 0.8814 |
212
- | No log | 3.7882 | 322 | 0.7898 | 0.5111 | 0.7898 | 0.8887 |
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- | No log | 3.8118 | 324 | 0.7845 | 0.5044 | 0.7845 | 0.8857 |
214
- | No log | 3.8353 | 326 | 0.8243 | 0.54 | 0.8243 | 0.9079 |
215
- | No log | 3.8588 | 328 | 0.9730 | 0.5347 | 0.9730 | 0.9864 |
216
- | No log | 3.8824 | 330 | 1.0326 | 0.5402 | 1.0326 | 1.0162 |
217
- | No log | 3.9059 | 332 | 0.9584 | 0.5262 | 0.9584 | 0.9790 |
218
- | No log | 3.9294 | 334 | 0.8859 | 0.5056 | 0.8859 | 0.9412 |
219
- | No log | 3.9529 | 336 | 0.8365 | 0.5056 | 0.8365 | 0.9146 |
220
- | No log | 3.9765 | 338 | 0.7043 | 0.5424 | 0.7043 | 0.8392 |
221
- | No log | 4.0 | 340 | 0.6610 | 0.6006 | 0.6610 | 0.8130 |
222
- | No log | 4.0235 | 342 | 0.6859 | 0.5847 | 0.6859 | 0.8282 |
223
- | No log | 4.0471 | 344 | 0.7678 | 0.5710 | 0.7678 | 0.8762 |
224
- | No log | 4.0706 | 346 | 0.7283 | 0.5710 | 0.7283 | 0.8534 |
225
- | No log | 4.0941 | 348 | 0.6768 | 0.6057 | 0.6768 | 0.8227 |
226
- | No log | 4.1176 | 350 | 0.7046 | 0.6414 | 0.7046 | 0.8394 |
227
- | No log | 4.1412 | 352 | 0.6817 | 0.6753 | 0.6817 | 0.8257 |
228
- | No log | 4.1647 | 354 | 0.7221 | 0.5470 | 0.7221 | 0.8498 |
229
- | No log | 4.1882 | 356 | 0.8107 | 0.5490 | 0.8107 | 0.9004 |
230
- | No log | 4.2118 | 358 | 0.8468 | 0.4742 | 0.8468 | 0.9202 |
231
- | No log | 4.2353 | 360 | 0.8897 | 0.4918 | 0.8897 | 0.9433 |
232
- | No log | 4.2588 | 362 | 0.9287 | 0.4625 | 0.9287 | 0.9637 |
233
- | No log | 4.2824 | 364 | 0.8917 | 0.4663 | 0.8917 | 0.9443 |
234
- | No log | 4.3059 | 366 | 0.9437 | 0.5083 | 0.9437 | 0.9715 |
235
- | No log | 4.3294 | 368 | 1.0006 | 0.4963 | 1.0006 | 1.0003 |
236
- | No log | 4.3529 | 370 | 0.9684 | 0.5083 | 0.9684 | 0.9841 |
237
- | No log | 4.3765 | 372 | 0.8429 | 0.5537 | 0.8429 | 0.9181 |
238
- | No log | 4.4 | 374 | 0.7973 | 0.4808 | 0.7973 | 0.8929 |
239
- | No log | 4.4235 | 376 | 0.8152 | 0.5045 | 0.8152 | 0.9029 |
240
- | No log | 4.4471 | 378 | 0.8459 | 0.4826 | 0.8459 | 0.9197 |
241
- | No log | 4.4706 | 380 | 0.9271 | 0.4545 | 0.9271 | 0.9629 |
242
- | No log | 4.4941 | 382 | 0.9016 | 0.4545 | 0.9016 | 0.9495 |
243
- | No log | 4.5176 | 384 | 0.8756 | 0.4655 | 0.8756 | 0.9357 |
244
- | No log | 4.5412 | 386 | 0.8840 | 0.4972 | 0.8840 | 0.9402 |
245
- | No log | 4.5647 | 388 | 0.9005 | 0.4655 | 0.9005 | 0.9490 |
246
- | No log | 4.5882 | 390 | 0.8763 | 0.5000 | 0.8763 | 0.9361 |
247
- | No log | 4.6118 | 392 | 0.8547 | 0.4754 | 0.8547 | 0.9245 |
248
- | No log | 4.6353 | 394 | 0.8789 | 0.4519 | 0.8789 | 0.9375 |
249
- | No log | 4.6588 | 396 | 0.8745 | 0.4291 | 0.8745 | 0.9352 |
250
- | No log | 4.6824 | 398 | 0.8258 | 0.4871 | 0.8258 | 0.9087 |
251
- | No log | 4.7059 | 400 | 0.8238 | 0.4764 | 0.8238 | 0.9076 |
252
- | No log | 4.7294 | 402 | 0.8675 | 0.4378 | 0.8675 | 0.9314 |
253
- | No log | 4.7529 | 404 | 0.8358 | 0.4416 | 0.8358 | 0.9142 |
254
- | No log | 4.7765 | 406 | 0.8426 | 0.4507 | 0.8426 | 0.9179 |
255
- | No log | 4.8 | 408 | 0.9389 | 0.4958 | 0.9389 | 0.9689 |
256
- | No log | 4.8235 | 410 | 1.1025 | 0.4950 | 1.1025 | 1.0500 |
257
- | No log | 4.8471 | 412 | 1.1524 | 0.4723 | 1.1524 | 1.0735 |
258
- | No log | 4.8706 | 414 | 1.0093 | 0.5334 | 1.0093 | 1.0046 |
259
- | No log | 4.8941 | 416 | 0.8377 | 0.4911 | 0.8377 | 0.9152 |
260
- | No log | 4.9176 | 418 | 0.7389 | 0.5606 | 0.7389 | 0.8596 |
261
- | No log | 4.9412 | 420 | 0.7305 | 0.5790 | 0.7305 | 0.8547 |
262
- | No log | 4.9647 | 422 | 0.7283 | 0.5930 | 0.7283 | 0.8534 |
263
- | No log | 4.9882 | 424 | 0.8457 | 0.4911 | 0.8457 | 0.9196 |
264
- | No log | 5.0118 | 426 | 1.0981 | 0.4829 | 1.0981 | 1.0479 |
265
- | No log | 5.0353 | 428 | 1.1947 | 0.4234 | 1.1947 | 1.0930 |
266
- | No log | 5.0588 | 430 | 1.1108 | 0.4235 | 1.1108 | 1.0539 |
267
- | No log | 5.0824 | 432 | 1.0177 | 0.4275 | 1.0177 | 1.0088 |
268
- | No log | 5.1059 | 434 | 0.9027 | 0.4552 | 0.9027 | 0.9501 |
269
- | No log | 5.1294 | 436 | 0.8592 | 0.4803 | 0.8592 | 0.9269 |
270
- | No log | 5.1529 | 438 | 0.8769 | 0.4986 | 0.8769 | 0.9364 |
271
- | No log | 5.1765 | 440 | 0.9939 | 0.5465 | 0.9939 | 0.9969 |
272
- | No log | 5.2 | 442 | 1.0071 | 0.5066 | 1.0071 | 1.0035 |
273
- | No log | 5.2235 | 444 | 0.8521 | 0.5851 | 0.8521 | 0.9231 |
274
- | No log | 5.2471 | 446 | 0.7670 | 0.5823 | 0.7670 | 0.8758 |
275
- | No log | 5.2706 | 448 | 0.6836 | 0.6546 | 0.6836 | 0.8268 |
276
- | No log | 5.2941 | 450 | 0.6992 | 0.5875 | 0.6992 | 0.8362 |
277
- | No log | 5.3176 | 452 | 0.8364 | 0.5403 | 0.8364 | 0.9146 |
278
- | No log | 5.3412 | 454 | 0.9052 | 0.5080 | 0.9052 | 0.9514 |
279
- | No log | 5.3647 | 456 | 0.8968 | 0.5207 | 0.8968 | 0.9470 |
280
- | No log | 5.3882 | 458 | 0.8474 | 0.5334 | 0.8474 | 0.9206 |
281
- | No log | 5.4118 | 460 | 0.7769 | 0.5470 | 0.7769 | 0.8814 |
282
- | No log | 5.4353 | 462 | 0.7429 | 0.5663 | 0.7429 | 0.8619 |
283
- | No log | 5.4588 | 464 | 0.7382 | 0.5585 | 0.7382 | 0.8592 |
284
- | No log | 5.4824 | 466 | 0.7962 | 0.5577 | 0.7962 | 0.8923 |
285
- | No log | 5.5059 | 468 | 0.8061 | 0.5577 | 0.8061 | 0.8978 |
286
- | No log | 5.5294 | 470 | 0.8421 | 0.5719 | 0.8421 | 0.9177 |
287
- | No log | 5.5529 | 472 | 0.7972 | 0.5685 | 0.7972 | 0.8929 |
288
- | No log | 5.5765 | 474 | 0.7422 | 0.5495 | 0.7422 | 0.8615 |
289
- | No log | 5.6 | 476 | 0.7514 | 0.5649 | 0.7514 | 0.8668 |
290
- | No log | 5.6235 | 478 | 0.8242 | 0.5980 | 0.8242 | 0.9079 |
291
- | No log | 5.6471 | 480 | 0.8348 | 0.5980 | 0.8348 | 0.9137 |
292
- | No log | 5.6706 | 482 | 0.7750 | 0.5537 | 0.7750 | 0.8803 |
293
- | No log | 5.6941 | 484 | 0.7393 | 0.5787 | 0.7393 | 0.8598 |
294
- | No log | 5.7176 | 486 | 0.7727 | 0.5561 | 0.7727 | 0.8791 |
295
- | No log | 5.7412 | 488 | 0.9142 | 0.5614 | 0.9142 | 0.9561 |
296
- | No log | 5.7647 | 490 | 1.0086 | 0.5174 | 1.0086 | 1.0043 |
297
- | No log | 5.7882 | 492 | 1.0133 | 0.5002 | 1.0133 | 1.0066 |
298
- | No log | 5.8118 | 494 | 0.9341 | 0.4663 | 0.9341 | 0.9665 |
299
- | No log | 5.8353 | 496 | 0.8876 | 0.4986 | 0.8876 | 0.9421 |
300
- | No log | 5.8588 | 498 | 0.8392 | 0.5326 | 0.8392 | 0.9161 |
301
- | 0.3698 | 5.8824 | 500 | 0.8506 | 0.5326 | 0.8506 | 0.9223 |
302
- | 0.3698 | 5.9059 | 502 | 0.8755 | 0.5306 | 0.8755 | 0.9357 |
303
- | 0.3698 | 5.9294 | 504 | 0.8705 | 0.5306 | 0.8705 | 0.9330 |
304
- | 0.3698 | 5.9529 | 506 | 0.8321 | 0.5347 | 0.8321 | 0.9122 |
305
- | 0.3698 | 5.9765 | 508 | 0.8228 | 0.5014 | 0.8228 | 0.9071 |
306
- | 0.3698 | 6.0 | 510 | 0.8334 | 0.4952 | 0.8334 | 0.9129 |
307
- | 0.3698 | 6.0235 | 512 | 0.7862 | 0.5317 | 0.7862 | 0.8867 |
308
- | 0.3698 | 6.0471 | 514 | 0.7443 | 0.5585 | 0.7443 | 0.8627 |
309
- | 0.3698 | 6.0706 | 516 | 0.7473 | 0.5537 | 0.7473 | 0.8644 |
310
- | 0.3698 | 6.0941 | 518 | 0.8602 | 0.6083 | 0.8602 | 0.9275 |
311
- | 0.3698 | 6.1176 | 520 | 1.0116 | 0.5105 | 1.0116 | 1.0058 |
312
- | 0.3698 | 6.1412 | 522 | 1.1008 | 0.5343 | 1.1008 | 1.0492 |
313
- | 0.3698 | 6.1647 | 524 | 1.0441 | 0.5398 | 1.0441 | 1.0218 |
314
- | 0.3698 | 6.1882 | 526 | 0.8421 | 0.5156 | 0.8421 | 0.9176 |
315
- | 0.3698 | 6.2118 | 528 | 0.7724 | 0.5368 | 0.7724 | 0.8789 |
316
- | 0.3698 | 6.2353 | 530 | 0.7763 | 0.5368 | 0.7763 | 0.8811 |
317
- | 0.3698 | 6.2588 | 532 | 0.8404 | 0.5156 | 0.8404 | 0.9167 |
318
- | 0.3698 | 6.2824 | 534 | 0.9524 | 0.5165 | 0.9524 | 0.9759 |
319
- | 0.3698 | 6.3059 | 536 | 0.9552 | 0.4685 | 0.9552 | 0.9773 |
320
- | 0.3698 | 6.3294 | 538 | 0.8561 | 0.5000 | 0.8561 | 0.9253 |
321
- | 0.3698 | 6.3529 | 540 | 0.8046 | 0.4851 | 0.8046 | 0.8970 |
322
 
323
 
324
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_task2_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_task2_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: 0.8371
19
+ - Qwk: 0.4470
20
+ - Mse: 0.8371
21
+ - Rmse: 0.9149
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0222 | 2 | 4.6481 | 0.0042 | 4.6481 | 2.1560 |
53
+ | No log | 0.0444 | 4 | 2.7766 | -0.0144 | 2.7766 | 1.6663 |
54
+ | No log | 0.0667 | 6 | 1.6420 | 0.0372 | 1.6420 | 1.2814 |
55
+ | No log | 0.0889 | 8 | 1.2712 | 0.0 | 1.2712 | 1.1275 |
56
+ | No log | 0.1111 | 10 | 1.1925 | 0.1927 | 1.1925 | 1.0920 |
57
+ | No log | 0.1333 | 12 | 1.1866 | 0.1247 | 1.1866 | 1.0893 |
58
+ | No log | 0.1556 | 14 | 1.2291 | 0.1076 | 1.2291 | 1.1086 |
59
+ | No log | 0.1778 | 16 | 1.2216 | 0.1482 | 1.2216 | 1.1053 |
60
+ | No log | 0.2 | 18 | 1.2603 | 0.1237 | 1.2603 | 1.1227 |
61
+ | No log | 0.2222 | 20 | 1.5055 | 0.0210 | 1.5055 | 1.2270 |
62
+ | No log | 0.2444 | 22 | 1.4686 | 0.0210 | 1.4686 | 1.2119 |
63
+ | No log | 0.2667 | 24 | 1.1593 | 0.1990 | 1.1593 | 1.0767 |
64
+ | No log | 0.2889 | 26 | 0.9927 | 0.2813 | 0.9927 | 0.9964 |
65
+ | No log | 0.3111 | 28 | 0.9690 | 0.3250 | 0.9690 | 0.9844 |
66
+ | No log | 0.3333 | 30 | 0.9636 | 0.3421 | 0.9636 | 0.9816 |
67
+ | No log | 0.3556 | 32 | 0.9606 | 0.3421 | 0.9606 | 0.9801 |
68
+ | No log | 0.3778 | 34 | 1.0148 | 0.2155 | 1.0148 | 1.0074 |
69
+ | No log | 0.4 | 36 | 1.2398 | 0.1748 | 1.2398 | 1.1135 |
70
+ | No log | 0.4222 | 38 | 1.2501 | 0.2654 | 1.2501 | 1.1181 |
71
+ | No log | 0.4444 | 40 | 1.1428 | 0.3651 | 1.1428 | 1.0690 |
72
+ | No log | 0.4667 | 42 | 1.0686 | 0.3579 | 1.0686 | 1.0337 |
73
+ | No log | 0.4889 | 44 | 0.9718 | 0.3577 | 0.9718 | 0.9858 |
74
+ | No log | 0.5111 | 46 | 0.9830 | 0.3772 | 0.9830 | 0.9914 |
75
+ | No log | 0.5333 | 48 | 1.0760 | 0.3412 | 1.0760 | 1.0373 |
76
+ | No log | 0.5556 | 50 | 1.0675 | 0.3103 | 1.0675 | 1.0332 |
77
+ | No log | 0.5778 | 52 | 1.0547 | 0.3703 | 1.0547 | 1.0270 |
78
+ | No log | 0.6 | 54 | 1.1280 | 0.3742 | 1.1280 | 1.0621 |
79
+ | No log | 0.6222 | 56 | 1.1456 | 0.3993 | 1.1456 | 1.0703 |
80
+ | No log | 0.6444 | 58 | 1.0893 | 0.4149 | 1.0893 | 1.0437 |
81
+ | No log | 0.6667 | 60 | 1.0268 | 0.4302 | 1.0268 | 1.0133 |
82
+ | No log | 0.6889 | 62 | 0.9643 | 0.4597 | 0.9643 | 0.9820 |
83
+ | No log | 0.7111 | 64 | 0.9402 | 0.4517 | 0.9402 | 0.9696 |
84
+ | No log | 0.7333 | 66 | 0.9926 | 0.5522 | 0.9926 | 0.9963 |
85
+ | No log | 0.7556 | 68 | 1.0236 | 0.5421 | 1.0236 | 1.0117 |
86
+ | No log | 0.7778 | 70 | 1.1205 | 0.4425 | 1.1205 | 1.0585 |
87
+ | No log | 0.8 | 72 | 1.1524 | 0.5122 | 1.1524 | 1.0735 |
88
+ | No log | 0.8222 | 74 | 1.1927 | 0.4452 | 1.1927 | 1.0921 |
89
+ | No log | 0.8444 | 76 | 1.2278 | 0.3856 | 1.2278 | 1.1081 |
90
+ | No log | 0.8667 | 78 | 1.1127 | 0.3864 | 1.1127 | 1.0548 |
91
+ | No log | 0.8889 | 80 | 1.0070 | 0.2757 | 1.0070 | 1.0035 |
92
+ | No log | 0.9111 | 82 | 0.8779 | 0.4366 | 0.8779 | 0.9370 |
93
+ | No log | 0.9333 | 84 | 0.8332 | 0.5184 | 0.8332 | 0.9128 |
94
+ | No log | 0.9556 | 86 | 0.8619 | 0.5562 | 0.8619 | 0.9284 |
95
+ | No log | 0.9778 | 88 | 0.9037 | 0.5025 | 0.9037 | 0.9506 |
96
+ | No log | 1.0 | 90 | 0.7887 | 0.5661 | 0.7887 | 0.8881 |
97
+ | No log | 1.0222 | 92 | 0.8138 | 0.4942 | 0.8138 | 0.9021 |
98
+ | No log | 1.0444 | 94 | 1.2119 | 0.4992 | 1.2119 | 1.1009 |
99
+ | No log | 1.0667 | 96 | 1.3989 | 0.4474 | 1.3989 | 1.1828 |
100
+ | No log | 1.0889 | 98 | 1.2630 | 0.5249 | 1.2630 | 1.1238 |
101
+ | No log | 1.1111 | 100 | 0.9547 | 0.5406 | 0.9547 | 0.9771 |
102
+ | No log | 1.1333 | 102 | 0.8993 | 0.5192 | 0.8993 | 0.9483 |
103
+ | No log | 1.1556 | 104 | 0.8576 | 0.4925 | 0.8576 | 0.9260 |
104
+ | No log | 1.1778 | 106 | 0.7692 | 0.5589 | 0.7692 | 0.8770 |
105
+ | No log | 1.2 | 108 | 0.9510 | 0.5375 | 0.9510 | 0.9752 |
106
+ | No log | 1.2222 | 110 | 1.1012 | 0.4758 | 1.1012 | 1.0494 |
107
+ | No log | 1.2444 | 112 | 1.0767 | 0.4856 | 1.0767 | 1.0376 |
108
+ | No log | 1.2667 | 114 | 0.8914 | 0.5474 | 0.8914 | 0.9442 |
109
+ | No log | 1.2889 | 116 | 0.7507 | 0.5571 | 0.7507 | 0.8664 |
110
+ | No log | 1.3111 | 118 | 0.7597 | 0.5624 | 0.7597 | 0.8716 |
111
+ | No log | 1.3333 | 120 | 0.8881 | 0.5002 | 0.8881 | 0.9424 |
112
+ | No log | 1.3556 | 122 | 1.0167 | 0.4828 | 1.0167 | 1.0083 |
113
+ | No log | 1.3778 | 124 | 0.9362 | 0.5395 | 0.9362 | 0.9676 |
114
+ | No log | 1.4 | 126 | 0.7762 | 0.5479 | 0.7762 | 0.8810 |
115
+ | No log | 1.4222 | 128 | 0.7083 | 0.6199 | 0.7083 | 0.8416 |
116
+ | No log | 1.4444 | 130 | 0.7033 | 0.6186 | 0.7033 | 0.8386 |
117
+ | No log | 1.4667 | 132 | 0.6792 | 0.6333 | 0.6792 | 0.8241 |
118
+ | No log | 1.4889 | 134 | 0.7499 | 0.6140 | 0.7499 | 0.8660 |
119
+ | No log | 1.5111 | 136 | 0.7921 | 0.6201 | 0.7921 | 0.8900 |
120
+ | No log | 1.5333 | 138 | 0.9814 | 0.4808 | 0.9814 | 0.9906 |
121
+ | No log | 1.5556 | 140 | 1.0355 | 0.5027 | 1.0355 | 1.0176 |
122
+ | No log | 1.5778 | 142 | 0.8345 | 0.5743 | 0.8345 | 0.9135 |
123
+ | No log | 1.6 | 144 | 0.7072 | 0.5262 | 0.7072 | 0.8410 |
124
+ | No log | 1.6222 | 146 | 0.7186 | 0.6622 | 0.7186 | 0.8477 |
125
+ | No log | 1.6444 | 148 | 0.6998 | 0.6578 | 0.6998 | 0.8366 |
126
+ | No log | 1.6667 | 150 | 0.7130 | 0.6067 | 0.7130 | 0.8444 |
127
+ | No log | 1.6889 | 152 | 0.8901 | 0.5626 | 0.8901 | 0.9434 |
128
+ | No log | 1.7111 | 154 | 1.0428 | 0.5647 | 1.0428 | 1.0212 |
129
+ | No log | 1.7333 | 156 | 0.9526 | 0.5798 | 0.9526 | 0.9760 |
130
+ | No log | 1.7556 | 158 | 0.7541 | 0.5896 | 0.7541 | 0.8684 |
131
+ | No log | 1.7778 | 160 | 0.7375 | 0.6352 | 0.7375 | 0.8588 |
132
+ | No log | 1.8 | 162 | 0.7297 | 0.6160 | 0.7297 | 0.8542 |
133
+ | No log | 1.8222 | 164 | 0.7659 | 0.5647 | 0.7659 | 0.8752 |
134
+ | No log | 1.8444 | 166 | 0.9321 | 0.5253 | 0.9321 | 0.9655 |
135
+ | No log | 1.8667 | 168 | 1.0018 | 0.5015 | 1.0018 | 1.0009 |
136
+ | No log | 1.8889 | 170 | 0.9563 | 0.5177 | 0.9563 | 0.9779 |
137
+ | No log | 1.9111 | 172 | 0.8731 | 0.5408 | 0.8731 | 0.9344 |
138
+ | No log | 1.9333 | 174 | 0.9032 | 0.5705 | 0.9032 | 0.9504 |
139
+ | No log | 1.9556 | 176 | 0.9368 | 0.5583 | 0.9368 | 0.9679 |
140
+ | No log | 1.9778 | 178 | 0.9037 | 0.5262 | 0.9037 | 0.9506 |
141
+ | No log | 2.0 | 180 | 0.8453 | 0.5105 | 0.8453 | 0.9194 |
142
+ | No log | 2.0222 | 182 | 0.8843 | 0.5094 | 0.8843 | 0.9404 |
143
+ | No log | 2.0444 | 184 | 0.8478 | 0.4946 | 0.8478 | 0.9208 |
144
+ | No log | 2.0667 | 186 | 0.8228 | 0.5086 | 0.8228 | 0.9071 |
145
+ | No log | 2.0889 | 188 | 0.7906 | 0.4940 | 0.7906 | 0.8892 |
146
+ | No log | 2.1111 | 190 | 0.8633 | 0.5570 | 0.8633 | 0.9291 |
147
+ | No log | 2.1333 | 192 | 1.1160 | 0.5073 | 1.1160 | 1.0564 |
148
+ | No log | 2.1556 | 194 | 1.3259 | 0.4211 | 1.3259 | 1.1515 |
149
+ | No log | 2.1778 | 196 | 1.3175 | 0.4186 | 1.3175 | 1.1478 |
150
+ | No log | 2.2 | 198 | 1.2211 | 0.3839 | 1.2211 | 1.1050 |
151
+ | No log | 2.2222 | 200 | 1.0741 | 0.5053 | 1.0741 | 1.0364 |
152
+ | No log | 2.2444 | 202 | 0.8963 | 0.5125 | 0.8963 | 0.9467 |
153
+ | No log | 2.2667 | 204 | 0.8107 | 0.6035 | 0.8107 | 0.9004 |
154
+ | No log | 2.2889 | 206 | 0.7921 | 0.5426 | 0.7921 | 0.8900 |
155
+ | No log | 2.3111 | 208 | 0.7874 | 0.4858 | 0.7874 | 0.8874 |
156
+ | No log | 2.3333 | 210 | 0.8601 | 0.4507 | 0.8601 | 0.9274 |
157
+ | No log | 2.3556 | 212 | 0.9838 | 0.5109 | 0.9838 | 0.9919 |
158
+ | No log | 2.3778 | 214 | 1.0661 | 0.5388 | 1.0661 | 1.0325 |
159
+ | No log | 2.4 | 216 | 1.0417 | 0.5015 | 1.0417 | 1.0206 |
160
+ | No log | 2.4222 | 218 | 0.8830 | 0.5547 | 0.8830 | 0.9397 |
161
+ | No log | 2.4444 | 220 | 0.7883 | 0.5245 | 0.7883 | 0.8879 |
162
+ | No log | 2.4667 | 222 | 0.8062 | 0.4968 | 0.8062 | 0.8979 |
163
+ | No log | 2.4889 | 224 | 0.8141 | 0.4639 | 0.8141 | 0.9023 |
164
+ | No log | 2.5111 | 226 | 0.9224 | 0.4430 | 0.9224 | 0.9604 |
165
+ | No log | 2.5333 | 228 | 0.9639 | 0.4856 | 0.9639 | 0.9818 |
166
+ | No log | 2.5556 | 230 | 0.8655 | 0.4879 | 0.8655 | 0.9303 |
167
+ | No log | 2.5778 | 232 | 0.8073 | 0.5788 | 0.8073 | 0.8985 |
168
+ | No log | 2.6 | 234 | 0.7960 | 0.5578 | 0.7960 | 0.8922 |
169
+ | No log | 2.6222 | 236 | 0.8748 | 0.5232 | 0.8748 | 0.9353 |
170
+ | No log | 2.6444 | 238 | 0.8588 | 0.4987 | 0.8588 | 0.9267 |
171
+ | No log | 2.6667 | 240 | 0.7459 | 0.5157 | 0.7459 | 0.8637 |
172
+ | No log | 2.6889 | 242 | 0.6821 | 0.6305 | 0.6821 | 0.8259 |
173
+ | No log | 2.7111 | 244 | 0.6847 | 0.6324 | 0.6847 | 0.8275 |
174
+ | No log | 2.7333 | 246 | 0.8022 | 0.5176 | 0.8022 | 0.8957 |
175
+ | No log | 2.7556 | 248 | 1.0744 | 0.4919 | 1.0744 | 1.0365 |
176
+ | No log | 2.7778 | 250 | 1.2172 | 0.4980 | 1.2172 | 1.1033 |
177
+ | No log | 2.8 | 252 | 1.2932 | 0.4884 | 1.2932 | 1.1372 |
178
+ | No log | 2.8222 | 254 | 1.1848 | 0.4884 | 1.1848 | 1.0885 |
179
+ | No log | 2.8444 | 256 | 0.9421 | 0.5246 | 0.9421 | 0.9706 |
180
+ | No log | 2.8667 | 258 | 0.7933 | 0.5556 | 0.7933 | 0.8907 |
181
+ | No log | 2.8889 | 260 | 0.7850 | 0.5683 | 0.7850 | 0.8860 |
182
+ | No log | 2.9111 | 262 | 0.8790 | 0.6004 | 0.8790 | 0.9376 |
183
+ | No log | 2.9333 | 264 | 0.8868 | 0.6004 | 0.8868 | 0.9417 |
184
+ | No log | 2.9556 | 266 | 0.8053 | 0.5166 | 0.8053 | 0.8974 |
185
+ | No log | 2.9778 | 268 | 0.6807 | 0.6060 | 0.6807 | 0.8251 |
186
+ | No log | 3.0 | 270 | 0.6530 | 0.6181 | 0.6530 | 0.8081 |
187
+ | No log | 3.0222 | 272 | 0.6543 | 0.6204 | 0.6543 | 0.8089 |
188
+ | No log | 3.0444 | 274 | 0.7449 | 0.5294 | 0.7449 | 0.8631 |
189
+ | No log | 3.0667 | 276 | 0.8928 | 0.5342 | 0.8928 | 0.9449 |
190
+ | No log | 3.0889 | 278 | 0.8723 | 0.5672 | 0.8723 | 0.9340 |
191
+ | No log | 3.1111 | 280 | 0.7540 | 0.5073 | 0.7540 | 0.8683 |
192
+ | No log | 3.1333 | 282 | 0.6959 | 0.5763 | 0.6959 | 0.8342 |
193
+ | No log | 3.1556 | 284 | 0.7241 | 0.5213 | 0.7241 | 0.8509 |
194
+ | No log | 3.1778 | 286 | 0.7939 | 0.4916 | 0.7939 | 0.8910 |
195
+ | No log | 3.2 | 288 | 0.8024 | 0.5124 | 0.8024 | 0.8958 |
196
+ | No log | 3.2222 | 290 | 0.7608 | 0.5089 | 0.7608 | 0.8722 |
197
+ | No log | 3.2444 | 292 | 0.7623 | 0.5073 | 0.7623 | 0.8731 |
198
+ | No log | 3.2667 | 294 | 0.7937 | 0.5548 | 0.7937 | 0.8909 |
199
+ | No log | 3.2889 | 296 | 0.8563 | 0.5505 | 0.8563 | 0.9253 |
200
+ | No log | 3.3111 | 298 | 0.8914 | 0.6075 | 0.8914 | 0.9442 |
201
+ | No log | 3.3333 | 300 | 0.9615 | 0.6146 | 0.9615 | 0.9805 |
202
+ | No log | 3.3556 | 302 | 1.1325 | 0.5388 | 1.1325 | 1.0642 |
203
+ | No log | 3.3778 | 304 | 1.2992 | 0.4668 | 1.2992 | 1.1398 |
204
+ | No log | 3.4 | 306 | 1.2033 | 0.4934 | 1.2033 | 1.0970 |
205
+ | No log | 3.4222 | 308 | 1.0794 | 0.5215 | 1.0794 | 1.0389 |
206
+ | No log | 3.4444 | 310 | 0.8975 | 0.5857 | 0.8975 | 0.9474 |
207
+ | No log | 3.4667 | 312 | 0.7988 | 0.5917 | 0.7988 | 0.8938 |
208
+ | No log | 3.4889 | 314 | 0.7826 | 0.5514 | 0.7826 | 0.8846 |
209
+ | No log | 3.5111 | 316 | 0.7886 | 0.5094 | 0.7886 | 0.8880 |
210
+ | No log | 3.5333 | 318 | 0.8639 | 0.4869 | 0.8639 | 0.9295 |
211
+ | No log | 3.5556 | 320 | 1.0485 | 0.5375 | 1.0485 | 1.0240 |
212
+ | No log | 3.5778 | 322 | 1.1973 | 0.4833 | 1.1973 | 1.0942 |
213
+ | No log | 3.6 | 324 | 1.1944 | 0.5200 | 1.1944 | 1.0929 |
214
+ | No log | 3.6222 | 326 | 1.0397 | 0.5202 | 1.0397 | 1.0196 |
215
+ | No log | 3.6444 | 328 | 0.9352 | 0.5675 | 0.9352 | 0.9671 |
216
+ | No log | 3.6667 | 330 | 1.1016 | 0.4788 | 1.1016 | 1.0496 |
217
+ | No log | 3.6889 | 332 | 1.0221 | 0.4955 | 1.0221 | 1.0110 |
218
+ | No log | 3.7111 | 334 | 0.8224 | 0.5183 | 0.8224 | 0.9069 |
219
+ | No log | 3.7333 | 336 | 0.8024 | 0.4853 | 0.8024 | 0.8957 |
220
+ | No log | 3.7556 | 338 | 0.9164 | 0.5166 | 0.9164 | 0.9573 |
221
+ | No log | 3.7778 | 340 | 0.9781 | 0.4733 | 0.9781 | 0.9890 |
222
+ | No log | 3.8 | 342 | 0.9420 | 0.4527 | 0.9420 | 0.9706 |
223
+ | No log | 3.8222 | 344 | 0.8312 | 0.4420 | 0.8312 | 0.9117 |
224
+ | No log | 3.8444 | 346 | 0.7938 | 0.4937 | 0.7938 | 0.8910 |
225
+ | No log | 3.8667 | 348 | 0.8073 | 0.4923 | 0.8073 | 0.8985 |
226
+ | No log | 3.8889 | 350 | 0.8884 | 0.5451 | 0.8884 | 0.9425 |
227
+ | No log | 3.9111 | 352 | 0.9534 | 0.5208 | 0.9534 | 0.9764 |
228
+ | No log | 3.9333 | 354 | 0.9385 | 0.5201 | 0.9385 | 0.9688 |
229
+ | No log | 3.9556 | 356 | 0.8920 | 0.5054 | 0.8920 | 0.9445 |
230
+ | No log | 3.9778 | 358 | 0.9041 | 0.5056 | 0.9041 | 0.9509 |
231
+ | No log | 4.0 | 360 | 0.8645 | 0.4822 | 0.8645 | 0.9298 |
232
+ | No log | 4.0222 | 362 | 0.7968 | 0.4587 | 0.7968 | 0.8926 |
233
+ | No log | 4.0444 | 364 | 0.7445 | 0.4767 | 0.7445 | 0.8628 |
234
+ | No log | 4.0667 | 366 | 0.6868 | 0.5811 | 0.6868 | 0.8287 |
235
+ | No log | 4.0889 | 368 | 0.6780 | 0.5121 | 0.6780 | 0.8234 |
236
+ | No log | 4.1111 | 370 | 0.6768 | 0.6139 | 0.6768 | 0.8227 |
237
+ | No log | 4.1333 | 372 | 0.6970 | 0.6077 | 0.6970 | 0.8348 |
238
+ | No log | 4.1556 | 374 | 0.7939 | 0.5913 | 0.7939 | 0.8910 |
239
+ | No log | 4.1778 | 376 | 0.8659 | 0.5774 | 0.8659 | 0.9305 |
240
+ | No log | 4.2 | 378 | 0.8970 | 0.5392 | 0.8970 | 0.9471 |
241
+ | No log | 4.2222 | 380 | 0.8638 | 0.4948 | 0.8638 | 0.9294 |
242
+ | No log | 4.2444 | 382 | 0.8047 | 0.5359 | 0.8047 | 0.8970 |
243
+ | No log | 4.2667 | 384 | 0.7925 | 0.5381 | 0.7925 | 0.8902 |
244
+ | No log | 4.2889 | 386 | 0.7843 | 0.5510 | 0.7843 | 0.8856 |
245
+ | No log | 4.3111 | 388 | 0.7761 | 0.5510 | 0.7761 | 0.8810 |
246
+ | No log | 4.3333 | 390 | 0.7889 | 0.4840 | 0.7889 | 0.8882 |
247
+ | No log | 4.3556 | 392 | 0.8530 | 0.5086 | 0.8530 | 0.9236 |
248
+ | No log | 4.3778 | 394 | 0.8952 | 0.5044 | 0.8952 | 0.9461 |
249
+ | No log | 4.4 | 396 | 0.8971 | 0.5250 | 0.8971 | 0.9471 |
250
+ | No log | 4.4222 | 398 | 0.8696 | 0.5814 | 0.8696 | 0.9325 |
251
+ | No log | 4.4444 | 400 | 0.8451 | 0.5587 | 0.8451 | 0.9193 |
252
+ | No log | 4.4667 | 402 | 0.8236 | 0.5040 | 0.8236 | 0.9075 |
253
+ | No log | 4.4889 | 404 | 0.8325 | 0.5395 | 0.8325 | 0.9124 |
254
+ | No log | 4.5111 | 406 | 0.8407 | 0.5648 | 0.8407 | 0.9169 |
255
+ | No log | 4.5333 | 408 | 0.8224 | 0.5561 | 0.8224 | 0.9069 |
256
+ | No log | 4.5556 | 410 | 0.7673 | 0.5239 | 0.7673 | 0.8759 |
257
+ | No log | 4.5778 | 412 | 0.7460 | 0.4976 | 0.7460 | 0.8637 |
258
+ | No log | 4.6 | 414 | 0.7495 | 0.4912 | 0.7495 | 0.8658 |
259
+ | No log | 4.6222 | 416 | 0.7807 | 0.4681 | 0.7807 | 0.8836 |
260
+ | No log | 4.6444 | 418 | 0.8703 | 0.5086 | 0.8703 | 0.9329 |
261
+ | No log | 4.6667 | 420 | 1.0421 | 0.5273 | 1.0421 | 1.0208 |
262
+ | No log | 4.6889 | 422 | 1.0988 | 0.5409 | 1.0988 | 1.0482 |
263
+ | No log | 4.7111 | 424 | 1.0431 | 0.5562 | 1.0431 | 1.0213 |
264
+ | No log | 4.7333 | 426 | 1.0034 | 0.5406 | 1.0034 | 1.0017 |
265
+ | No log | 4.7556 | 428 | 0.8937 | 0.5135 | 0.8937 | 0.9453 |
266
+ | No log | 4.7778 | 430 | 0.8524 | 0.5029 | 0.8524 | 0.9233 |
267
+ | No log | 4.8 | 432 | 0.8710 | 0.4973 | 0.8710 | 0.9333 |
268
+ | No log | 4.8222 | 434 | 0.8792 | 0.4973 | 0.8792 | 0.9377 |
269
+ | No log | 4.8444 | 436 | 0.8683 | 0.4973 | 0.8683 | 0.9318 |
270
+ | No log | 4.8667 | 438 | 0.8459 | 0.4940 | 0.8459 | 0.9197 |
271
+ | No log | 4.8889 | 440 | 0.8757 | 0.5118 | 0.8757 | 0.9358 |
272
+ | No log | 4.9111 | 442 | 0.9407 | 0.4957 | 0.9407 | 0.9699 |
273
+ | No log | 4.9333 | 444 | 0.9400 | 0.5180 | 0.9400 | 0.9695 |
274
+ | No log | 4.9556 | 446 | 0.8659 | 0.4743 | 0.8659 | 0.9306 |
275
+ | No log | 4.9778 | 448 | 0.8041 | 0.4879 | 0.8041 | 0.8967 |
276
+ | No log | 5.0 | 450 | 0.8031 | 0.5195 | 0.8031 | 0.8962 |
277
+ | No log | 5.0222 | 452 | 0.8047 | 0.5143 | 0.8047 | 0.8970 |
278
+ | No log | 5.0444 | 454 | 0.8691 | 0.4429 | 0.8691 | 0.9322 |
279
+ | No log | 5.0667 | 456 | 1.0733 | 0.3537 | 1.0733 | 1.0360 |
280
+ | No log | 5.0889 | 458 | 1.2104 | 0.3867 | 1.2104 | 1.1002 |
281
+ | No log | 5.1111 | 460 | 1.1630 | 0.3872 | 1.1630 | 1.0784 |
282
+ | No log | 5.1333 | 462 | 0.9863 | 0.4817 | 0.9863 | 0.9931 |
283
+ | No log | 5.1556 | 464 | 0.7918 | 0.4889 | 0.7918 | 0.8898 |
284
+ | No log | 5.1778 | 466 | 0.7527 | 0.4548 | 0.7527 | 0.8676 |
285
+ | No log | 5.2 | 468 | 0.7419 | 0.5076 | 0.7419 | 0.8614 |
286
+ | No log | 5.2222 | 470 | 0.7647 | 0.4983 | 0.7647 | 0.8745 |
287
+ | No log | 5.2444 | 472 | 0.8059 | 0.5625 | 0.8059 | 0.8977 |
288
+ | No log | 5.2667 | 474 | 0.7824 | 0.5521 | 0.7824 | 0.8845 |
289
+ | No log | 5.2889 | 476 | 0.7627 | 0.5287 | 0.7627 | 0.8733 |
290
+ | No log | 5.3111 | 478 | 0.7502 | 0.5287 | 0.7502 | 0.8661 |
291
+ | No log | 5.3333 | 480 | 0.7416 | 0.4965 | 0.7416 | 0.8612 |
292
+ | No log | 5.3556 | 482 | 0.8083 | 0.5710 | 0.8083 | 0.8991 |
293
+ | No log | 5.3778 | 484 | 0.9211 | 0.5174 | 0.9211 | 0.9597 |
294
+ | No log | 5.4 | 486 | 0.9299 | 0.4444 | 0.9299 | 0.9643 |
295
+ | No log | 5.4222 | 488 | 0.8939 | 0.4972 | 0.8939 | 0.9455 |
296
+ | No log | 5.4444 | 490 | 0.8464 | 0.4754 | 0.8464 | 0.9200 |
297
+ | No log | 5.4667 | 492 | 0.8459 | 0.4297 | 0.8459 | 0.9197 |
298
+ | No log | 5.4889 | 494 | 0.8774 | 0.4261 | 0.8774 | 0.9367 |
299
+ | No log | 5.5111 | 496 | 0.9507 | 0.4339 | 0.9507 | 0.9750 |
300
+ | No log | 5.5333 | 498 | 1.0271 | 0.4511 | 1.0271 | 1.0135 |
301
+ | 0.3479 | 5.5556 | 500 | 1.0747 | 0.4841 | 1.0747 | 1.0367 |
302
+ | 0.3479 | 5.5778 | 502 | 0.9966 | 0.4841 | 0.9966 | 0.9983 |
303
+ | 0.3479 | 5.6 | 504 | 0.8701 | 0.4655 | 0.8701 | 0.9328 |
304
+ | 0.3479 | 5.6222 | 506 | 0.8282 | 0.4337 | 0.8282 | 0.9101 |
305
+ | 0.3479 | 5.6444 | 508 | 0.8161 | 0.4832 | 0.8161 | 0.9034 |
306
+ | 0.3479 | 5.6667 | 510 | 0.8371 | 0.4470 | 0.8371 | 0.9149 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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308
 
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  ### Framework versions