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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task5_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_run1_AugV5_k2_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6078
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- - Qwk: 0.5912
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- - Mse: 0.6078
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- - Rmse: 0.7796
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  ## Model description
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@@ -47,264 +47,270 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.2 | 2 | 4.0041 | 0.0125 | 4.0041 | 2.0010 |
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- | No log | 0.4 | 4 | 2.3890 | 0.0700 | 2.3890 | 1.5456 |
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- | No log | 0.6 | 6 | 2.0685 | 0.0529 | 2.0685 | 1.4382 |
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- | No log | 0.8 | 8 | 1.0276 | 0.2667 | 1.0276 | 1.0137 |
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- | No log | 1.0 | 10 | 1.0854 | 0.0 | 1.0854 | 1.0418 |
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- | No log | 1.2 | 12 | 1.1225 | 0.1203 | 1.1225 | 1.0595 |
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- | No log | 1.4 | 14 | 1.0795 | 0.1854 | 1.0795 | 1.0390 |
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- | No log | 1.6 | 16 | 1.0091 | 0.1516 | 1.0091 | 1.0045 |
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- | No log | 1.8 | 18 | 1.0169 | 0.3414 | 1.0169 | 1.0084 |
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- | No log | 2.0 | 20 | 1.1362 | 0.1498 | 1.1362 | 1.0659 |
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- | No log | 2.2 | 22 | 1.0793 | 0.3171 | 1.0793 | 1.0389 |
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- | No log | 2.4 | 24 | 0.9631 | 0.2991 | 0.9631 | 0.9814 |
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- | No log | 2.6 | 26 | 0.9329 | 0.2161 | 0.9329 | 0.9658 |
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- | No log | 2.8 | 28 | 0.8941 | 0.3243 | 0.8941 | 0.9456 |
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- | No log | 3.0 | 30 | 0.9716 | 0.3396 | 0.9716 | 0.9857 |
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- | No log | 3.2 | 32 | 1.0564 | 0.2903 | 1.0564 | 1.0278 |
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- | No log | 3.4 | 34 | 0.8501 | 0.3896 | 0.8501 | 0.9220 |
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- | No log | 3.6 | 36 | 0.8907 | 0.3902 | 0.8907 | 0.9438 |
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- | No log | 3.8 | 38 | 1.0249 | 0.2864 | 1.0249 | 1.0124 |
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- | No log | 4.0 | 40 | 0.9467 | 0.3236 | 0.9467 | 0.9730 |
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- | No log | 4.2 | 42 | 0.7391 | 0.3611 | 0.7391 | 0.8597 |
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- | No log | 4.4 | 44 | 0.6400 | 0.5302 | 0.6400 | 0.8000 |
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- | No log | 4.6 | 46 | 0.6539 | 0.4990 | 0.6539 | 0.8086 |
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- | No log | 4.8 | 48 | 0.5883 | 0.5529 | 0.5883 | 0.7670 |
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- | No log | 5.0 | 50 | 0.7191 | 0.5443 | 0.7191 | 0.8480 |
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- | No log | 5.2 | 52 | 1.0071 | 0.5240 | 1.0071 | 1.0035 |
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- | No log | 5.4 | 54 | 0.9462 | 0.5161 | 0.9462 | 0.9727 |
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- | No log | 5.6 | 56 | 0.8079 | 0.5604 | 0.8079 | 0.8988 |
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- | No log | 5.8 | 58 | 0.7307 | 0.5275 | 0.7307 | 0.8548 |
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- | No log | 6.0 | 60 | 0.7232 | 0.5403 | 0.7232 | 0.8504 |
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- | No log | 6.2 | 62 | 0.7065 | 0.5798 | 0.7065 | 0.8405 |
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- | No log | 6.4 | 64 | 0.7682 | 0.5789 | 0.7682 | 0.8765 |
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- | No log | 6.6 | 66 | 0.7939 | 0.5484 | 0.7939 | 0.8910 |
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- | No log | 6.8 | 68 | 0.9516 | 0.5240 | 0.9516 | 0.9755 |
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- | No log | 7.0 | 70 | 0.8435 | 0.5391 | 0.8435 | 0.9184 |
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- | No log | 7.2 | 72 | 0.5973 | 0.6438 | 0.5973 | 0.7728 |
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- | No log | 7.4 | 74 | 0.5808 | 0.6940 | 0.5808 | 0.7621 |
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- | No log | 7.6 | 76 | 0.6124 | 0.6940 | 0.6124 | 0.7826 |
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- | No log | 7.8 | 78 | 0.7086 | 0.5915 | 0.7086 | 0.8418 |
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- | No log | 8.0 | 80 | 0.6065 | 0.6642 | 0.6065 | 0.7788 |
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- | No log | 8.2 | 82 | 0.6488 | 0.5841 | 0.6488 | 0.8055 |
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- | No log | 8.4 | 84 | 0.6465 | 0.5610 | 0.6465 | 0.8041 |
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- | No log | 8.6 | 86 | 0.7015 | 0.5963 | 0.7015 | 0.8376 |
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- | No log | 8.8 | 88 | 1.0109 | 0.5119 | 1.0109 | 1.0054 |
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- | No log | 9.0 | 90 | 0.8778 | 0.5213 | 0.8778 | 0.9369 |
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- | No log | 9.2 | 92 | 0.6122 | 0.7057 | 0.6122 | 0.7824 |
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- | No log | 9.4 | 94 | 0.5614 | 0.7266 | 0.5614 | 0.7493 |
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- | No log | 9.6 | 96 | 0.6060 | 0.6482 | 0.6060 | 0.7785 |
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- | No log | 9.8 | 98 | 0.5511 | 0.6697 | 0.5511 | 0.7424 |
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- | No log | 10.0 | 100 | 0.6164 | 0.6493 | 0.6164 | 0.7851 |
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- | No log | 10.2 | 102 | 0.6386 | 0.5877 | 0.6386 | 0.7991 |
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- | No log | 10.4 | 104 | 0.5990 | 0.6567 | 0.5990 | 0.7740 |
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- | No log | 10.6 | 106 | 0.5637 | 0.6814 | 0.5637 | 0.7508 |
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- | No log | 10.8 | 108 | 0.5571 | 0.6814 | 0.5571 | 0.7464 |
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- | No log | 11.0 | 110 | 0.5632 | 0.6813 | 0.5632 | 0.7505 |
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- | No log | 11.2 | 112 | 0.5935 | 0.7015 | 0.5935 | 0.7704 |
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- | No log | 11.4 | 114 | 0.6798 | 0.6431 | 0.6798 | 0.8245 |
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- | No log | 11.6 | 116 | 0.6510 | 0.6409 | 0.6510 | 0.8069 |
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- | No log | 11.8 | 118 | 0.6527 | 0.6562 | 0.6527 | 0.8079 |
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- | No log | 12.0 | 120 | 0.8198 | 0.5438 | 0.8198 | 0.9054 |
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- | No log | 12.2 | 122 | 0.7968 | 0.5658 | 0.7968 | 0.8926 |
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- | No log | 12.4 | 124 | 0.6130 | 0.6377 | 0.6130 | 0.7829 |
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- | No log | 12.6 | 126 | 0.5649 | 0.5917 | 0.5649 | 0.7516 |
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- | No log | 12.8 | 128 | 0.5726 | 0.6021 | 0.5726 | 0.7567 |
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- | No log | 13.0 | 130 | 0.5325 | 0.5820 | 0.5325 | 0.7297 |
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- | No log | 13.2 | 132 | 0.6022 | 0.6157 | 0.6022 | 0.7760 |
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- | No log | 13.4 | 134 | 0.6432 | 0.6079 | 0.6432 | 0.8020 |
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- | No log | 13.6 | 136 | 0.5760 | 0.6687 | 0.5760 | 0.7589 |
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- | No log | 13.8 | 138 | 0.5556 | 0.6557 | 0.5556 | 0.7454 |
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- | No log | 14.0 | 140 | 0.5644 | 0.6307 | 0.5644 | 0.7512 |
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- | No log | 14.2 | 142 | 0.5775 | 0.6360 | 0.5775 | 0.7599 |
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- | No log | 14.4 | 144 | 0.6162 | 0.6262 | 0.6162 | 0.7850 |
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- | No log | 14.6 | 146 | 0.6544 | 0.5978 | 0.6544 | 0.8090 |
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- | No log | 14.8 | 148 | 0.6939 | 0.5788 | 0.6939 | 0.8330 |
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- | No log | 15.0 | 150 | 0.6318 | 0.5700 | 0.6318 | 0.7949 |
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- | No log | 15.2 | 152 | 0.6468 | 0.6099 | 0.6468 | 0.8042 |
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- | No log | 15.4 | 154 | 0.6110 | 0.6032 | 0.6110 | 0.7817 |
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- | No log | 15.6 | 156 | 0.6108 | 0.6822 | 0.6108 | 0.7815 |
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- | No log | 15.8 | 158 | 0.8116 | 0.5759 | 0.8116 | 0.9009 |
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- | No log | 16.0 | 160 | 0.9348 | 0.5427 | 0.9348 | 0.9669 |
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- | No log | 16.2 | 162 | 0.8022 | 0.5465 | 0.8022 | 0.8957 |
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- | No log | 16.4 | 164 | 0.6058 | 0.6567 | 0.6058 | 0.7783 |
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- | No log | 16.6 | 166 | 0.5846 | 0.6916 | 0.5846 | 0.7646 |
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- | No log | 16.8 | 168 | 0.6259 | 0.6240 | 0.6259 | 0.7911 |
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- | No log | 17.0 | 170 | 0.7298 | 0.5877 | 0.7298 | 0.8543 |
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- | No log | 17.2 | 172 | 0.7314 | 0.6061 | 0.7314 | 0.8552 |
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- | No log | 17.4 | 174 | 0.6482 | 0.6109 | 0.6482 | 0.8051 |
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- | No log | 17.6 | 176 | 0.5703 | 0.6969 | 0.5703 | 0.7552 |
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- | No log | 17.8 | 178 | 0.5686 | 0.6882 | 0.5686 | 0.7540 |
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- | No log | 18.0 | 180 | 0.5864 | 0.7094 | 0.5864 | 0.7658 |
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- | No log | 18.2 | 182 | 0.6566 | 0.6091 | 0.6566 | 0.8103 |
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- | No log | 18.4 | 184 | 0.6403 | 0.6091 | 0.6403 | 0.8002 |
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- | No log | 18.6 | 186 | 0.5701 | 0.6617 | 0.5701 | 0.7550 |
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- | No log | 18.8 | 188 | 0.5475 | 0.6944 | 0.5475 | 0.7399 |
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- | No log | 19.0 | 190 | 0.5645 | 0.6438 | 0.5645 | 0.7513 |
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- | No log | 19.2 | 192 | 0.5900 | 0.6429 | 0.5900 | 0.7681 |
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- | No log | 19.4 | 194 | 0.5959 | 0.6429 | 0.5959 | 0.7720 |
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- | No log | 19.6 | 196 | 0.5782 | 0.6289 | 0.5782 | 0.7604 |
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- | No log | 19.8 | 198 | 0.5257 | 0.8047 | 0.5257 | 0.7251 |
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- | No log | 20.0 | 200 | 0.5245 | 0.7814 | 0.5245 | 0.7242 |
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- | No log | 20.2 | 202 | 0.5282 | 0.7665 | 0.5282 | 0.7268 |
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- | No log | 20.4 | 204 | 0.5354 | 0.7175 | 0.5354 | 0.7317 |
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- | No log | 20.6 | 206 | 0.5313 | 0.7348 | 0.5313 | 0.7289 |
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- | No log | 20.8 | 208 | 0.5731 | 0.6669 | 0.5731 | 0.7571 |
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- | No log | 21.0 | 210 | 0.6612 | 0.6047 | 0.6612 | 0.8132 |
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- | No log | 21.2 | 212 | 0.6451 | 0.6047 | 0.6451 | 0.8032 |
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- | No log | 21.4 | 214 | 0.5790 | 0.6464 | 0.5790 | 0.7609 |
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- | No log | 21.6 | 216 | 0.5333 | 0.6962 | 0.5333 | 0.7302 |
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- | No log | 21.8 | 218 | 0.5355 | 0.7136 | 0.5355 | 0.7318 |
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- | No log | 22.0 | 220 | 0.5819 | 0.6272 | 0.5819 | 0.7628 |
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- | No log | 22.2 | 222 | 0.7460 | 0.5725 | 0.7460 | 0.8637 |
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- | No log | 22.4 | 224 | 0.8346 | 0.5484 | 0.8346 | 0.9136 |
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- | No log | 22.6 | 226 | 0.7409 | 0.5663 | 0.7409 | 0.8608 |
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- | No log | 22.8 | 228 | 0.5878 | 0.6272 | 0.5878 | 0.7667 |
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- | No log | 23.0 | 230 | 0.5454 | 0.7404 | 0.5454 | 0.7385 |
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- | No log | 23.2 | 232 | 0.5508 | 0.7354 | 0.5508 | 0.7422 |
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- | No log | 23.4 | 234 | 0.6206 | 0.6257 | 0.6206 | 0.7878 |
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- | No log | 23.6 | 236 | 0.7161 | 0.6111 | 0.7161 | 0.8463 |
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- | No log | 23.8 | 238 | 0.7524 | 0.5625 | 0.7524 | 0.8674 |
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- | No log | 24.0 | 240 | 0.6631 | 0.5811 | 0.6631 | 0.8143 |
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- | No log | 24.2 | 242 | 0.5844 | 0.6139 | 0.5844 | 0.7645 |
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- | No log | 24.4 | 244 | 0.5897 | 0.5931 | 0.5897 | 0.7679 |
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- | No log | 24.6 | 246 | 0.5863 | 0.6139 | 0.5863 | 0.7657 |
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- | No log | 24.8 | 248 | 0.6193 | 0.6491 | 0.6193 | 0.7870 |
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- | No log | 25.0 | 250 | 0.6369 | 0.5686 | 0.6369 | 0.7980 |
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- | No log | 25.2 | 252 | 0.6450 | 0.5888 | 0.6450 | 0.8031 |
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- | No log | 25.4 | 254 | 0.6009 | 0.6395 | 0.6009 | 0.7752 |
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- | No log | 25.6 | 256 | 0.5955 | 0.6502 | 0.5955 | 0.7717 |
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- | No log | 25.8 | 258 | 0.6372 | 0.5777 | 0.6372 | 0.7982 |
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- | No log | 26.0 | 260 | 0.6061 | 0.6042 | 0.6061 | 0.7785 |
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- | No log | 26.2 | 262 | 0.5499 | 0.6566 | 0.5499 | 0.7415 |
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- | No log | 26.4 | 264 | 0.5636 | 0.6536 | 0.5636 | 0.7507 |
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- | No log | 26.6 | 266 | 0.5486 | 0.6259 | 0.5486 | 0.7407 |
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- | No log | 26.8 | 268 | 0.5999 | 0.6573 | 0.5999 | 0.7746 |
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- | No log | 27.0 | 270 | 0.6768 | 0.6341 | 0.6768 | 0.8227 |
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- | No log | 27.2 | 272 | 0.7152 | 0.6120 | 0.7152 | 0.8457 |
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- | No log | 27.4 | 274 | 0.6532 | 0.6362 | 0.6532 | 0.8082 |
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- | No log | 27.6 | 276 | 0.5791 | 0.6672 | 0.5791 | 0.7610 |
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- | No log | 27.8 | 278 | 0.5883 | 0.6302 | 0.5883 | 0.7670 |
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- | No log | 28.0 | 280 | 0.6060 | 0.5010 | 0.6060 | 0.7785 |
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- | No log | 28.2 | 282 | 0.6576 | 0.5728 | 0.6576 | 0.8109 |
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- | No log | 28.4 | 284 | 0.7557 | 0.5463 | 0.7557 | 0.8693 |
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- | No log | 28.6 | 286 | 0.7674 | 0.5543 | 0.7674 | 0.8760 |
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- | No log | 28.8 | 288 | 0.6534 | 0.5927 | 0.6534 | 0.8084 |
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- | No log | 29.0 | 290 | 0.5598 | 0.6335 | 0.5598 | 0.7482 |
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- | No log | 29.2 | 292 | 0.5523 | 0.5955 | 0.5523 | 0.7432 |
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- | No log | 29.4 | 294 | 0.5592 | 0.5972 | 0.5592 | 0.7478 |
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- | No log | 29.6 | 296 | 0.6021 | 0.6305 | 0.6021 | 0.7759 |
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- | No log | 29.8 | 298 | 0.6899 | 0.5707 | 0.6899 | 0.8306 |
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- | No log | 30.0 | 300 | 0.7363 | 0.5777 | 0.7363 | 0.8581 |
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- | No log | 30.2 | 302 | 0.7274 | 0.5756 | 0.7274 | 0.8529 |
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- | No log | 30.4 | 304 | 0.6619 | 0.5927 | 0.6619 | 0.8136 |
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- | No log | 30.6 | 306 | 0.5784 | 0.6464 | 0.5784 | 0.7605 |
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- | No log | 30.8 | 308 | 0.5627 | 0.6946 | 0.5627 | 0.7501 |
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- | No log | 31.0 | 310 | 0.5588 | 0.6806 | 0.5588 | 0.7475 |
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- | No log | 31.2 | 312 | 0.5826 | 0.6352 | 0.5826 | 0.7633 |
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- | No log | 31.4 | 314 | 0.6331 | 0.5912 | 0.6331 | 0.7957 |
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- | No log | 31.6 | 316 | 0.6147 | 0.6157 | 0.6147 | 0.7841 |
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- | No log | 31.8 | 318 | 0.5781 | 0.6500 | 0.5781 | 0.7603 |
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- | No log | 32.0 | 320 | 0.5834 | 0.6352 | 0.5834 | 0.7638 |
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- | No log | 32.2 | 322 | 0.5878 | 0.6352 | 0.5878 | 0.7667 |
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- | No log | 32.4 | 324 | 0.6068 | 0.6109 | 0.6068 | 0.7790 |
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- | No log | 32.6 | 326 | 0.6566 | 0.6099 | 0.6566 | 0.8103 |
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- | No log | 32.8 | 328 | 0.6411 | 0.6287 | 0.6411 | 0.8007 |
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- | No log | 33.0 | 330 | 0.5806 | 0.6464 | 0.5806 | 0.7620 |
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- | No log | 33.2 | 332 | 0.5668 | 0.6838 | 0.5668 | 0.7529 |
218
- | No log | 33.4 | 334 | 0.5889 | 0.6352 | 0.5889 | 0.7674 |
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- | No log | 33.6 | 336 | 0.5996 | 0.6386 | 0.5996 | 0.7743 |
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- | No log | 33.8 | 338 | 0.6025 | 0.6386 | 0.6025 | 0.7762 |
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- | No log | 34.0 | 340 | 0.5779 | 0.6386 | 0.5779 | 0.7602 |
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- | No log | 34.2 | 342 | 0.5768 | 0.6386 | 0.5768 | 0.7595 |
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- | No log | 34.4 | 344 | 0.5920 | 0.6386 | 0.5920 | 0.7694 |
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- | No log | 34.6 | 346 | 0.5815 | 0.6352 | 0.5815 | 0.7626 |
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- | No log | 34.8 | 348 | 0.6065 | 0.6091 | 0.6065 | 0.7788 |
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- | No log | 35.0 | 350 | 0.5949 | 0.6380 | 0.5949 | 0.7713 |
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- | No log | 35.2 | 352 | 0.5570 | 0.7324 | 0.5570 | 0.7463 |
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- | No log | 35.4 | 354 | 0.5704 | 0.7191 | 0.5704 | 0.7553 |
229
- | No log | 35.6 | 356 | 0.5655 | 0.7327 | 0.5655 | 0.7520 |
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- | No log | 35.8 | 358 | 0.5553 | 0.6880 | 0.5553 | 0.7452 |
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- | No log | 36.0 | 360 | 0.6199 | 0.6054 | 0.6199 | 0.7873 |
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- | No log | 36.2 | 362 | 0.7056 | 0.6071 | 0.7056 | 0.8400 |
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- | No log | 36.4 | 364 | 0.6904 | 0.6071 | 0.6904 | 0.8309 |
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- | No log | 36.6 | 366 | 0.6015 | 0.6678 | 0.6015 | 0.7755 |
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- | No log | 36.8 | 368 | 0.5659 | 0.6332 | 0.5659 | 0.7523 |
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- | No log | 37.0 | 370 | 0.5720 | 0.6337 | 0.5720 | 0.7563 |
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- | No log | 37.2 | 372 | 0.5573 | 0.6227 | 0.5573 | 0.7465 |
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- | No log | 37.4 | 374 | 0.5555 | 0.6482 | 0.5555 | 0.7453 |
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- | No log | 37.6 | 376 | 0.6483 | 0.6145 | 0.6483 | 0.8052 |
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- | No log | 37.8 | 378 | 0.7576 | 0.6421 | 0.7576 | 0.8704 |
241
- | No log | 38.0 | 380 | 0.8364 | 0.5988 | 0.8364 | 0.9145 |
242
- | No log | 38.2 | 382 | 0.7818 | 0.6288 | 0.7818 | 0.8842 |
243
- | No log | 38.4 | 384 | 0.6972 | 0.6247 | 0.6972 | 0.8350 |
244
- | No log | 38.6 | 386 | 0.6637 | 0.6071 | 0.6637 | 0.8147 |
245
- | No log | 38.8 | 388 | 0.6102 | 0.6025 | 0.6102 | 0.7812 |
246
- | No log | 39.0 | 390 | 0.5761 | 0.6325 | 0.5761 | 0.7590 |
247
- | No log | 39.2 | 392 | 0.5847 | 0.6252 | 0.5847 | 0.7647 |
248
- | No log | 39.4 | 394 | 0.5881 | 0.5822 | 0.5881 | 0.7669 |
249
- | No log | 39.6 | 396 | 0.5897 | 0.5529 | 0.5897 | 0.7679 |
250
- | No log | 39.8 | 398 | 0.5892 | 0.5631 | 0.5892 | 0.7676 |
251
- | No log | 40.0 | 400 | 0.5884 | 0.5862 | 0.5884 | 0.7671 |
252
- | No log | 40.2 | 402 | 0.6100 | 0.6157 | 0.6100 | 0.7810 |
253
- | No log | 40.4 | 404 | 0.6578 | 0.5666 | 0.6578 | 0.8110 |
254
- | No log | 40.6 | 406 | 0.7073 | 0.5810 | 0.7073 | 0.8410 |
255
- | No log | 40.8 | 408 | 0.6776 | 0.5938 | 0.6776 | 0.8232 |
256
- | No log | 41.0 | 410 | 0.6468 | 0.6257 | 0.6468 | 0.8042 |
257
- | No log | 41.2 | 412 | 0.6679 | 0.5938 | 0.6679 | 0.8172 |
258
- | No log | 41.4 | 414 | 0.6733 | 0.5756 | 0.6733 | 0.8205 |
259
- | No log | 41.6 | 416 | 0.6762 | 0.5756 | 0.6762 | 0.8223 |
260
- | No log | 41.8 | 418 | 0.6971 | 0.5443 | 0.6971 | 0.8349 |
261
- | No log | 42.0 | 420 | 0.6605 | 0.5902 | 0.6605 | 0.8127 |
262
- | No log | 42.2 | 422 | 0.6582 | 0.5902 | 0.6582 | 0.8113 |
263
- | No log | 42.4 | 424 | 0.6609 | 0.5902 | 0.6609 | 0.8129 |
264
- | No log | 42.6 | 426 | 0.6661 | 0.5902 | 0.6661 | 0.8161 |
265
- | No log | 42.8 | 428 | 0.6697 | 0.5788 | 0.6697 | 0.8184 |
266
- | No log | 43.0 | 430 | 0.6488 | 0.5927 | 0.6488 | 0.8055 |
267
- | No log | 43.2 | 432 | 0.6470 | 0.5927 | 0.6470 | 0.8043 |
268
- | No log | 43.4 | 434 | 0.6538 | 0.5811 | 0.6538 | 0.8086 |
269
- | No log | 43.6 | 436 | 0.6437 | 0.5927 | 0.6437 | 0.8023 |
270
- | No log | 43.8 | 438 | 0.5825 | 0.6464 | 0.5825 | 0.7632 |
271
- | No log | 44.0 | 440 | 0.5521 | 0.6673 | 0.5521 | 0.7430 |
272
- | No log | 44.2 | 442 | 0.5479 | 0.6970 | 0.5479 | 0.7402 |
273
- | No log | 44.4 | 444 | 0.5646 | 0.6756 | 0.5646 | 0.7514 |
274
- | No log | 44.6 | 446 | 0.6272 | 0.6071 | 0.6272 | 0.7919 |
275
- | No log | 44.8 | 448 | 0.6719 | 0.5877 | 0.6719 | 0.8197 |
276
- | No log | 45.0 | 450 | 0.6665 | 0.5877 | 0.6665 | 0.8164 |
277
- | No log | 45.2 | 452 | 0.6556 | 0.5686 | 0.6556 | 0.8097 |
278
- | No log | 45.4 | 454 | 0.6249 | 0.5686 | 0.6249 | 0.7905 |
279
- | No log | 45.6 | 456 | 0.6020 | 0.6547 | 0.6020 | 0.7759 |
280
- | No log | 45.8 | 458 | 0.6102 | 0.6547 | 0.6102 | 0.7811 |
281
- | No log | 46.0 | 460 | 0.6394 | 0.6305 | 0.6394 | 0.7996 |
282
- | No log | 46.2 | 462 | 0.6547 | 0.5998 | 0.6547 | 0.8091 |
283
- | No log | 46.4 | 464 | 0.6916 | 0.5766 | 0.6916 | 0.8316 |
284
- | No log | 46.6 | 466 | 0.6872 | 0.5572 | 0.6872 | 0.8290 |
285
- | No log | 46.8 | 468 | 0.6505 | 0.5799 | 0.6505 | 0.8065 |
286
- | No log | 47.0 | 470 | 0.6347 | 0.5912 | 0.6347 | 0.7967 |
287
- | No log | 47.2 | 472 | 0.6019 | 0.6361 | 0.6019 | 0.7758 |
288
- | No log | 47.4 | 474 | 0.5808 | 0.6798 | 0.5808 | 0.7621 |
289
- | No log | 47.6 | 476 | 0.5861 | 0.6687 | 0.5861 | 0.7656 |
290
- | No log | 47.8 | 478 | 0.5975 | 0.6328 | 0.5975 | 0.7730 |
291
- | No log | 48.0 | 480 | 0.6390 | 0.5888 | 0.6390 | 0.7994 |
292
- | No log | 48.2 | 482 | 0.6536 | 0.6071 | 0.6536 | 0.8084 |
293
- | No log | 48.4 | 484 | 0.6594 | 0.6071 | 0.6594 | 0.8120 |
294
- | No log | 48.6 | 486 | 0.6266 | 0.5998 | 0.6266 | 0.7916 |
295
- | No log | 48.8 | 488 | 0.5847 | 0.6328 | 0.5847 | 0.7647 |
296
- | No log | 49.0 | 490 | 0.5658 | 0.7027 | 0.5658 | 0.7522 |
297
- | No log | 49.2 | 492 | 0.5620 | 0.7417 | 0.5620 | 0.7497 |
298
- | No log | 49.4 | 494 | 0.5565 | 0.7567 | 0.5565 | 0.7460 |
299
- | No log | 49.6 | 496 | 0.5492 | 0.7417 | 0.5492 | 0.7411 |
300
- | No log | 49.8 | 498 | 0.5629 | 0.6685 | 0.5629 | 0.7503 |
301
- | 0.2222 | 50.0 | 500 | 0.5774 | 0.6476 | 0.5774 | 0.7599 |
302
- | 0.2222 | 50.2 | 502 | 0.5697 | 0.6511 | 0.5697 | 0.7548 |
303
- | 0.2222 | 50.4 | 504 | 0.5857 | 0.6291 | 0.5857 | 0.7653 |
304
- | 0.2222 | 50.6 | 506 | 0.6062 | 0.5642 | 0.6062 | 0.7786 |
305
- | 0.2222 | 50.8 | 508 | 0.6102 | 0.5642 | 0.6102 | 0.7812 |
306
- | 0.2222 | 51.0 | 510 | 0.6149 | 0.5938 | 0.6149 | 0.7842 |
307
- | 0.2222 | 51.2 | 512 | 0.6078 | 0.5912 | 0.6078 | 0.7796 |
 
 
 
 
 
 
308
 
309
 
310
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5914
19
+ - Qwk: 0.5944
20
+ - Mse: 0.5914
21
+ - Rmse: 0.7690
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 3.9280 | -0.0239 | 3.9280 | 1.9819 |
53
+ | No log | 0.2667 | 4 | 2.2037 | 0.0902 | 2.2037 | 1.4845 |
54
+ | No log | 0.4 | 6 | 1.1941 | 0.0760 | 1.1941 | 1.0928 |
55
+ | No log | 0.5333 | 8 | 1.0088 | 0.4744 | 1.0088 | 1.0044 |
56
+ | No log | 0.6667 | 10 | 0.9524 | 0.4346 | 0.9524 | 0.9759 |
57
+ | No log | 0.8 | 12 | 1.0353 | 0.2611 | 1.0353 | 1.0175 |
58
+ | No log | 0.9333 | 14 | 1.0888 | 0.1711 | 1.0888 | 1.0435 |
59
+ | No log | 1.0667 | 16 | 1.1444 | 0.1685 | 1.1444 | 1.0698 |
60
+ | No log | 1.2 | 18 | 1.1039 | 0.2293 | 1.1039 | 1.0506 |
61
+ | No log | 1.3333 | 20 | 0.9880 | 0.3856 | 0.9880 | 0.9940 |
62
+ | No log | 1.4667 | 22 | 0.8443 | 0.4022 | 0.8443 | 0.9188 |
63
+ | No log | 1.6 | 24 | 0.9134 | 0.4235 | 0.9134 | 0.9557 |
64
+ | No log | 1.7333 | 26 | 0.8235 | 0.4339 | 0.8235 | 0.9075 |
65
+ | No log | 1.8667 | 28 | 0.7720 | 0.3519 | 0.7720 | 0.8786 |
66
+ | No log | 2.0 | 30 | 0.7845 | 0.4048 | 0.7845 | 0.8857 |
67
+ | No log | 2.1333 | 32 | 0.7763 | 0.5334 | 0.7763 | 0.8811 |
68
+ | No log | 2.2667 | 34 | 0.7268 | 0.5188 | 0.7268 | 0.8525 |
69
+ | No log | 2.4 | 36 | 0.7870 | 0.3734 | 0.7870 | 0.8871 |
70
+ | No log | 2.5333 | 38 | 0.8437 | 0.3814 | 0.8437 | 0.9185 |
71
+ | No log | 2.6667 | 40 | 0.7537 | 0.4955 | 0.7537 | 0.8682 |
72
+ | No log | 2.8 | 42 | 0.6467 | 0.5913 | 0.6467 | 0.8042 |
73
+ | No log | 2.9333 | 44 | 0.6443 | 0.6519 | 0.6443 | 0.8027 |
74
+ | No log | 3.0667 | 46 | 0.6746 | 0.5634 | 0.6746 | 0.8213 |
75
+ | No log | 3.2 | 48 | 0.6886 | 0.5494 | 0.6886 | 0.8298 |
76
+ | No log | 3.3333 | 50 | 0.7087 | 0.6118 | 0.7087 | 0.8418 |
77
+ | No log | 3.4667 | 52 | 0.6618 | 0.6335 | 0.6618 | 0.8135 |
78
+ | No log | 3.6 | 54 | 0.6694 | 0.5843 | 0.6694 | 0.8182 |
79
+ | No log | 3.7333 | 56 | 0.6901 | 0.5569 | 0.6901 | 0.8307 |
80
+ | No log | 3.8667 | 58 | 0.7071 | 0.5695 | 0.7071 | 0.8409 |
81
+ | No log | 4.0 | 60 | 0.7162 | 0.5513 | 0.7162 | 0.8463 |
82
+ | No log | 4.1333 | 62 | 0.6969 | 0.6406 | 0.6969 | 0.8348 |
83
+ | No log | 4.2667 | 64 | 0.8402 | 0.56 | 0.8402 | 0.9166 |
84
+ | No log | 4.4 | 66 | 0.9537 | 0.4490 | 0.9537 | 0.9766 |
85
+ | No log | 4.5333 | 68 | 0.7989 | 0.5516 | 0.7989 | 0.8938 |
86
+ | No log | 4.6667 | 70 | 0.6466 | 0.5855 | 0.6466 | 0.8041 |
87
+ | No log | 4.8 | 72 | 0.5917 | 0.5995 | 0.5917 | 0.7692 |
88
+ | No log | 4.9333 | 74 | 0.6068 | 0.6578 | 0.6068 | 0.7790 |
89
+ | No log | 5.0667 | 76 | 0.6452 | 0.6606 | 0.6452 | 0.8032 |
90
+ | No log | 5.2 | 78 | 0.6309 | 0.6390 | 0.6309 | 0.7943 |
91
+ | No log | 5.3333 | 80 | 0.8142 | 0.5490 | 0.8142 | 0.9023 |
92
+ | No log | 5.4667 | 82 | 0.8069 | 0.5861 | 0.8069 | 0.8983 |
93
+ | No log | 5.6 | 84 | 0.6369 | 0.6662 | 0.6369 | 0.7981 |
94
+ | No log | 5.7333 | 86 | 0.5776 | 0.6609 | 0.5776 | 0.7600 |
95
+ | No log | 5.8667 | 88 | 0.5918 | 0.5949 | 0.5918 | 0.7693 |
96
+ | No log | 6.0 | 90 | 0.6663 | 0.6385 | 0.6663 | 0.8163 |
97
+ | No log | 6.1333 | 92 | 0.6271 | 0.6545 | 0.6271 | 0.7919 |
98
+ | No log | 6.2667 | 94 | 0.5796 | 0.6820 | 0.5796 | 0.7613 |
99
+ | No log | 6.4 | 96 | 0.5818 | 0.6833 | 0.5818 | 0.7628 |
100
+ | No log | 6.5333 | 98 | 0.5870 | 0.6833 | 0.5870 | 0.7662 |
101
+ | No log | 6.6667 | 100 | 0.5726 | 0.6902 | 0.5726 | 0.7567 |
102
+ | No log | 6.8 | 102 | 0.6208 | 0.6642 | 0.6208 | 0.7879 |
103
+ | No log | 6.9333 | 104 | 0.6253 | 0.6503 | 0.6253 | 0.7908 |
104
+ | No log | 7.0667 | 106 | 0.5859 | 0.6500 | 0.5859 | 0.7654 |
105
+ | No log | 7.2 | 108 | 0.6054 | 0.6334 | 0.6054 | 0.7781 |
106
+ | No log | 7.3333 | 110 | 0.5995 | 0.6642 | 0.5995 | 0.7743 |
107
+ | No log | 7.4667 | 112 | 0.7341 | 0.6097 | 0.7341 | 0.8568 |
108
+ | No log | 7.6 | 114 | 0.7804 | 0.5985 | 0.7804 | 0.8834 |
109
+ | No log | 7.7333 | 116 | 0.7067 | 0.5995 | 0.7067 | 0.8407 |
110
+ | No log | 7.8667 | 118 | 0.6362 | 0.6225 | 0.6362 | 0.7976 |
111
+ | No log | 8.0 | 120 | 0.6451 | 0.5592 | 0.6451 | 0.8032 |
112
+ | No log | 8.1333 | 122 | 0.6172 | 0.6464 | 0.6172 | 0.7857 |
113
+ | No log | 8.2667 | 124 | 0.6041 | 0.6875 | 0.6041 | 0.7772 |
114
+ | No log | 8.4 | 126 | 0.6226 | 0.5940 | 0.6226 | 0.7891 |
115
+ | No log | 8.5333 | 128 | 0.7079 | 0.6401 | 0.7079 | 0.8414 |
116
+ | No log | 8.6667 | 130 | 0.6813 | 0.6497 | 0.6813 | 0.8254 |
117
+ | No log | 8.8 | 132 | 0.5662 | 0.7284 | 0.5662 | 0.7525 |
118
+ | No log | 8.9333 | 134 | 0.5723 | 0.6938 | 0.5723 | 0.7565 |
119
+ | No log | 9.0667 | 136 | 0.5920 | 0.6501 | 0.5920 | 0.7694 |
120
+ | No log | 9.2 | 138 | 0.6812 | 0.5995 | 0.6812 | 0.8253 |
121
+ | No log | 9.3333 | 140 | 0.7131 | 0.5892 | 0.7131 | 0.8445 |
122
+ | No log | 9.4667 | 142 | 0.7045 | 0.5892 | 0.7045 | 0.8393 |
123
+ | No log | 9.6 | 144 | 0.6605 | 0.5973 | 0.6605 | 0.8127 |
124
+ | No log | 9.7333 | 146 | 0.6306 | 0.5844 | 0.6306 | 0.7941 |
125
+ | No log | 9.8667 | 148 | 0.5945 | 0.6266 | 0.5945 | 0.7710 |
126
+ | No log | 10.0 | 150 | 0.5972 | 0.6349 | 0.5972 | 0.7728 |
127
+ | No log | 10.1333 | 152 | 0.5979 | 0.7071 | 0.5979 | 0.7733 |
128
+ | No log | 10.2667 | 154 | 0.6074 | 0.6783 | 0.6074 | 0.7794 |
129
+ | No log | 10.4 | 156 | 0.6567 | 0.6115 | 0.6567 | 0.8104 |
130
+ | No log | 10.5333 | 158 | 0.5976 | 0.6421 | 0.5976 | 0.7731 |
131
+ | No log | 10.6667 | 160 | 0.6493 | 0.6204 | 0.6493 | 0.8058 |
132
+ | No log | 10.8 | 162 | 0.6995 | 0.5909 | 0.6995 | 0.8364 |
133
+ | No log | 10.9333 | 164 | 0.6336 | 0.5554 | 0.6336 | 0.7960 |
134
+ | No log | 11.0667 | 166 | 0.5838 | 0.6311 | 0.5838 | 0.7641 |
135
+ | No log | 11.2 | 168 | 0.5671 | 0.6951 | 0.5671 | 0.7530 |
136
+ | No log | 11.3333 | 170 | 0.5566 | 0.7077 | 0.5566 | 0.7460 |
137
+ | No log | 11.4667 | 172 | 0.5660 | 0.6672 | 0.5660 | 0.7524 |
138
+ | No log | 11.6 | 174 | 0.5655 | 0.6672 | 0.5655 | 0.7520 |
139
+ | No log | 11.7333 | 176 | 0.6159 | 0.6791 | 0.6159 | 0.7848 |
140
+ | No log | 11.8667 | 178 | 0.5930 | 0.6451 | 0.5930 | 0.7700 |
141
+ | No log | 12.0 | 180 | 0.5623 | 0.6491 | 0.5623 | 0.7499 |
142
+ | No log | 12.1333 | 182 | 0.5925 | 0.6555 | 0.5925 | 0.7697 |
143
+ | No log | 12.2667 | 184 | 0.5988 | 0.6405 | 0.5988 | 0.7738 |
144
+ | No log | 12.4 | 186 | 0.6068 | 0.6446 | 0.6068 | 0.7790 |
145
+ | No log | 12.5333 | 188 | 0.5916 | 0.6774 | 0.5916 | 0.7692 |
146
+ | No log | 12.6667 | 190 | 0.5964 | 0.7019 | 0.5964 | 0.7722 |
147
+ | No log | 12.8 | 192 | 0.6063 | 0.6923 | 0.6063 | 0.7786 |
148
+ | No log | 12.9333 | 194 | 0.6013 | 0.6464 | 0.6013 | 0.7755 |
149
+ | No log | 13.0667 | 196 | 0.6695 | 0.6367 | 0.6695 | 0.8182 |
150
+ | No log | 13.2 | 198 | 0.6795 | 0.6225 | 0.6795 | 0.8243 |
151
+ | No log | 13.3333 | 200 | 0.6109 | 0.6427 | 0.6109 | 0.7816 |
152
+ | No log | 13.4667 | 202 | 0.5814 | 0.6439 | 0.5814 | 0.7625 |
153
+ | No log | 13.6 | 204 | 0.5764 | 0.6374 | 0.5764 | 0.7592 |
154
+ | No log | 13.7333 | 206 | 0.5743 | 0.6206 | 0.5743 | 0.7578 |
155
+ | No log | 13.8667 | 208 | 0.6084 | 0.6169 | 0.6084 | 0.7800 |
156
+ | No log | 14.0 | 210 | 0.5981 | 0.6275 | 0.5981 | 0.7734 |
157
+ | No log | 14.1333 | 212 | 0.6126 | 0.6064 | 0.6126 | 0.7827 |
158
+ | No log | 14.2667 | 214 | 0.6354 | 0.5668 | 0.6354 | 0.7971 |
159
+ | No log | 14.4 | 216 | 0.5947 | 0.5855 | 0.5947 | 0.7711 |
160
+ | No log | 14.5333 | 218 | 0.5826 | 0.6745 | 0.5826 | 0.7633 |
161
+ | No log | 14.6667 | 220 | 0.5858 | 0.6745 | 0.5858 | 0.7654 |
162
+ | No log | 14.8 | 222 | 0.5999 | 0.5855 | 0.5999 | 0.7746 |
163
+ | No log | 14.9333 | 224 | 0.5852 | 0.6880 | 0.5852 | 0.7650 |
164
+ | No log | 15.0667 | 226 | 0.5916 | 0.6197 | 0.5916 | 0.7691 |
165
+ | No log | 15.2 | 228 | 0.5891 | 0.7171 | 0.5891 | 0.7675 |
166
+ | No log | 15.3333 | 230 | 0.5984 | 0.6672 | 0.5984 | 0.7736 |
167
+ | No log | 15.4667 | 232 | 0.6547 | 0.6023 | 0.6547 | 0.8091 |
168
+ | No log | 15.6 | 234 | 0.6540 | 0.5921 | 0.6540 | 0.8087 |
169
+ | No log | 15.7333 | 236 | 0.6054 | 0.6110 | 0.6054 | 0.7781 |
170
+ | No log | 15.8667 | 238 | 0.5909 | 0.6256 | 0.5909 | 0.7687 |
171
+ | No log | 16.0 | 240 | 0.5875 | 0.6293 | 0.5875 | 0.7665 |
172
+ | No log | 16.1333 | 242 | 0.5861 | 0.6649 | 0.5861 | 0.7656 |
173
+ | No log | 16.2667 | 244 | 0.6253 | 0.6452 | 0.6253 | 0.7908 |
174
+ | No log | 16.4 | 246 | 0.6100 | 0.6598 | 0.6100 | 0.7810 |
175
+ | No log | 16.5333 | 248 | 0.6021 | 0.6564 | 0.6021 | 0.7760 |
176
+ | No log | 16.6667 | 250 | 0.6154 | 0.5690 | 0.6154 | 0.7845 |
177
+ | No log | 16.8 | 252 | 0.6330 | 0.5819 | 0.6330 | 0.7956 |
178
+ | No log | 16.9333 | 254 | 0.6189 | 0.5840 | 0.6189 | 0.7867 |
179
+ | No log | 17.0667 | 256 | 0.6215 | 0.6289 | 0.6215 | 0.7883 |
180
+ | No log | 17.2 | 258 | 0.6598 | 0.6380 | 0.6598 | 0.8123 |
181
+ | No log | 17.3333 | 260 | 0.6967 | 0.6004 | 0.6967 | 0.8347 |
182
+ | No log | 17.4667 | 262 | 0.6733 | 0.5577 | 0.6733 | 0.8206 |
183
+ | No log | 17.6 | 264 | 0.6228 | 0.5798 | 0.6228 | 0.7892 |
184
+ | No log | 17.7333 | 266 | 0.6437 | 0.5466 | 0.6437 | 0.8023 |
185
+ | No log | 17.8667 | 268 | 0.6298 | 0.5466 | 0.6298 | 0.7936 |
186
+ | No log | 18.0 | 270 | 0.6175 | 0.5688 | 0.6175 | 0.7858 |
187
+ | No log | 18.1333 | 272 | 0.5910 | 0.5809 | 0.5910 | 0.7687 |
188
+ | No log | 18.2667 | 274 | 0.5751 | 0.5987 | 0.5751 | 0.7584 |
189
+ | No log | 18.4 | 276 | 0.5639 | 0.7070 | 0.5639 | 0.7509 |
190
+ | No log | 18.5333 | 278 | 0.5773 | 0.6305 | 0.5773 | 0.7598 |
191
+ | No log | 18.6667 | 280 | 0.6510 | 0.6162 | 0.6510 | 0.8068 |
192
+ | No log | 18.8 | 282 | 0.6748 | 0.5957 | 0.6748 | 0.8215 |
193
+ | No log | 18.9333 | 284 | 0.5902 | 0.6217 | 0.5902 | 0.7682 |
194
+ | No log | 19.0667 | 286 | 0.6066 | 0.6593 | 0.6066 | 0.7789 |
195
+ | No log | 19.2 | 288 | 0.6163 | 0.5747 | 0.6163 | 0.7851 |
196
+ | No log | 19.3333 | 290 | 0.6053 | 0.6424 | 0.6053 | 0.7780 |
197
+ | No log | 19.4667 | 292 | 0.6388 | 0.5690 | 0.6388 | 0.7993 |
198
+ | No log | 19.6 | 294 | 0.6145 | 0.6293 | 0.6145 | 0.7839 |
199
+ | No log | 19.7333 | 296 | 0.6027 | 0.6528 | 0.6027 | 0.7764 |
200
+ | No log | 19.8667 | 298 | 0.6215 | 0.6293 | 0.6215 | 0.7884 |
201
+ | No log | 20.0 | 300 | 0.6201 | 0.6564 | 0.6201 | 0.7875 |
202
+ | No log | 20.1333 | 302 | 0.6046 | 0.6320 | 0.6046 | 0.7775 |
203
+ | No log | 20.2667 | 304 | 0.6028 | 0.6729 | 0.6028 | 0.7764 |
204
+ | No log | 20.4 | 306 | 0.5898 | 0.6602 | 0.5898 | 0.7680 |
205
+ | No log | 20.5333 | 308 | 0.6478 | 0.5885 | 0.6478 | 0.8049 |
206
+ | No log | 20.6667 | 310 | 0.6583 | 0.5830 | 0.6583 | 0.8113 |
207
+ | No log | 20.8 | 312 | 0.5819 | 0.6397 | 0.5819 | 0.7628 |
208
+ | No log | 20.9333 | 314 | 0.5854 | 0.7223 | 0.5854 | 0.7651 |
209
+ | No log | 21.0667 | 316 | 0.6569 | 0.6587 | 0.6569 | 0.8105 |
210
+ | No log | 21.2 | 318 | 0.6215 | 0.6620 | 0.6215 | 0.7884 |
211
+ | No log | 21.3333 | 320 | 0.5799 | 0.6546 | 0.5799 | 0.7615 |
212
+ | No log | 21.4667 | 322 | 0.6771 | 0.5436 | 0.6771 | 0.8229 |
213
+ | No log | 21.6 | 324 | 0.7937 | 0.6119 | 0.7937 | 0.8909 |
214
+ | No log | 21.7333 | 326 | 0.7460 | 0.5769 | 0.7460 | 0.8637 |
215
+ | No log | 21.8667 | 328 | 0.6161 | 0.5860 | 0.6161 | 0.7849 |
216
+ | No log | 22.0 | 330 | 0.5735 | 0.6985 | 0.5735 | 0.7573 |
217
+ | No log | 22.1333 | 332 | 0.6020 | 0.6357 | 0.6020 | 0.7759 |
218
+ | No log | 22.2667 | 334 | 0.5879 | 0.6685 | 0.5879 | 0.7667 |
219
+ | No log | 22.4 | 336 | 0.5836 | 0.5822 | 0.5836 | 0.7639 |
220
+ | No log | 22.5333 | 338 | 0.6086 | 0.5305 | 0.6086 | 0.7802 |
221
+ | No log | 22.6667 | 340 | 0.6168 | 0.5482 | 0.6168 | 0.7853 |
222
+ | No log | 22.8 | 342 | 0.6094 | 0.5798 | 0.6094 | 0.7806 |
223
+ | No log | 22.9333 | 344 | 0.5714 | 0.5626 | 0.5714 | 0.7559 |
224
+ | No log | 23.0667 | 346 | 0.5506 | 0.6537 | 0.5506 | 0.7420 |
225
+ | No log | 23.2 | 348 | 0.5453 | 0.6680 | 0.5453 | 0.7385 |
226
+ | No log | 23.3333 | 350 | 0.5716 | 0.6435 | 0.5716 | 0.7560 |
227
+ | No log | 23.4667 | 352 | 0.6023 | 0.5746 | 0.6023 | 0.7761 |
228
+ | No log | 23.6 | 354 | 0.6258 | 0.6064 | 0.6258 | 0.7911 |
229
+ | No log | 23.7333 | 356 | 0.6002 | 0.6091 | 0.6002 | 0.7747 |
230
+ | No log | 23.8667 | 358 | 0.6010 | 0.5850 | 0.6010 | 0.7753 |
231
+ | No log | 24.0 | 360 | 0.5844 | 0.6179 | 0.5844 | 0.7644 |
232
+ | No log | 24.1333 | 362 | 0.5971 | 0.5923 | 0.5971 | 0.7727 |
233
+ | No log | 24.2667 | 364 | 0.5866 | 0.6100 | 0.5866 | 0.7659 |
234
+ | No log | 24.4 | 366 | 0.6028 | 0.5810 | 0.6028 | 0.7764 |
235
+ | No log | 24.5333 | 368 | 0.6861 | 0.5715 | 0.6861 | 0.8283 |
236
+ | No log | 24.6667 | 370 | 0.7403 | 0.6218 | 0.7403 | 0.8604 |
237
+ | No log | 24.8 | 372 | 0.6981 | 0.5639 | 0.6981 | 0.8355 |
238
+ | No log | 24.9333 | 374 | 0.6640 | 0.5466 | 0.6640 | 0.8149 |
239
+ | No log | 25.0667 | 376 | 0.6480 | 0.5697 | 0.6480 | 0.8050 |
240
+ | No log | 25.2 | 378 | 0.6199 | 0.5740 | 0.6199 | 0.7874 |
241
+ | No log | 25.3333 | 380 | 0.6362 | 0.5740 | 0.6362 | 0.7976 |
242
+ | No log | 25.4667 | 382 | 0.6524 | 0.5719 | 0.6524 | 0.8077 |
243
+ | No log | 25.6 | 384 | 0.6415 | 0.5545 | 0.6415 | 0.8009 |
244
+ | No log | 25.7333 | 386 | 0.6213 | 0.5863 | 0.6213 | 0.7882 |
245
+ | No log | 25.8667 | 388 | 0.6080 | 0.5975 | 0.6080 | 0.7798 |
246
+ | No log | 26.0 | 390 | 0.6165 | 0.6169 | 0.6165 | 0.7852 |
247
+ | No log | 26.1333 | 392 | 0.6138 | 0.6293 | 0.6138 | 0.7834 |
248
+ | No log | 26.2667 | 394 | 0.5885 | 0.6397 | 0.5885 | 0.7671 |
249
+ | No log | 26.4 | 396 | 0.5884 | 0.6397 | 0.5884 | 0.7671 |
250
+ | No log | 26.5333 | 398 | 0.5826 | 0.6536 | 0.5826 | 0.7633 |
251
+ | No log | 26.6667 | 400 | 0.5884 | 0.6452 | 0.5884 | 0.7671 |
252
+ | No log | 26.8 | 402 | 0.6294 | 0.6516 | 0.6294 | 0.7933 |
253
+ | No log | 26.9333 | 404 | 0.6034 | 0.6393 | 0.6034 | 0.7768 |
254
+ | No log | 27.0667 | 406 | 0.5891 | 0.6288 | 0.5891 | 0.7675 |
255
+ | No log | 27.2 | 408 | 0.6365 | 0.6032 | 0.6365 | 0.7978 |
256
+ | No log | 27.3333 | 410 | 0.6216 | 0.6254 | 0.6216 | 0.7884 |
257
+ | No log | 27.4667 | 412 | 0.5993 | 0.6421 | 0.5993 | 0.7741 |
258
+ | No log | 27.6 | 414 | 0.5886 | 0.6619 | 0.5886 | 0.7672 |
259
+ | No log | 27.7333 | 416 | 0.5938 | 0.6509 | 0.5938 | 0.7706 |
260
+ | No log | 27.8667 | 418 | 0.6008 | 0.6320 | 0.6008 | 0.7751 |
261
+ | No log | 28.0 | 420 | 0.5974 | 0.6320 | 0.5974 | 0.7729 |
262
+ | No log | 28.1333 | 422 | 0.5936 | 0.6186 | 0.5936 | 0.7705 |
263
+ | No log | 28.2667 | 424 | 0.5946 | 0.6197 | 0.5946 | 0.7711 |
264
+ | No log | 28.4 | 426 | 0.6145 | 0.6335 | 0.6145 | 0.7839 |
265
+ | No log | 28.5333 | 428 | 0.6674 | 0.6280 | 0.6674 | 0.8170 |
266
+ | No log | 28.6667 | 430 | 0.7009 | 0.6071 | 0.7009 | 0.8372 |
267
+ | No log | 28.8 | 432 | 0.6733 | 0.6172 | 0.6733 | 0.8206 |
268
+ | No log | 28.9333 | 434 | 0.6288 | 0.5909 | 0.6288 | 0.7930 |
269
+ | No log | 29.0667 | 436 | 0.5946 | 0.5905 | 0.5946 | 0.7711 |
270
+ | No log | 29.2 | 438 | 0.5806 | 0.6035 | 0.5806 | 0.7619 |
271
+ | No log | 29.3333 | 440 | 0.5858 | 0.6113 | 0.5858 | 0.7654 |
272
+ | No log | 29.4667 | 442 | 0.6233 | 0.5898 | 0.6233 | 0.7895 |
273
+ | No log | 29.6 | 444 | 0.6457 | 0.5864 | 0.6457 | 0.8036 |
274
+ | No log | 29.7333 | 446 | 0.5966 | 0.6038 | 0.5966 | 0.7724 |
275
+ | No log | 29.8667 | 448 | 0.5693 | 0.6729 | 0.5693 | 0.7545 |
276
+ | No log | 30.0 | 450 | 0.5912 | 0.6402 | 0.5912 | 0.7689 |
277
+ | No log | 30.1333 | 452 | 0.5974 | 0.6288 | 0.5974 | 0.7729 |
278
+ | No log | 30.2667 | 454 | 0.5800 | 0.7049 | 0.5800 | 0.7616 |
279
+ | No log | 30.4 | 456 | 0.5809 | 0.6157 | 0.5809 | 0.7622 |
280
+ | No log | 30.5333 | 458 | 0.6153 | 0.6110 | 0.6153 | 0.7844 |
281
+ | No log | 30.6667 | 460 | 0.6906 | 0.5726 | 0.6906 | 0.8310 |
282
+ | No log | 30.8 | 462 | 0.6754 | 0.5726 | 0.6754 | 0.8218 |
283
+ | No log | 30.9333 | 464 | 0.6082 | 0.6110 | 0.6082 | 0.7798 |
284
+ | No log | 31.0667 | 466 | 0.5795 | 0.6903 | 0.5795 | 0.7613 |
285
+ | No log | 31.2 | 468 | 0.6056 | 0.6368 | 0.6056 | 0.7782 |
286
+ | No log | 31.3333 | 470 | 0.5989 | 0.6368 | 0.5989 | 0.7739 |
287
+ | No log | 31.4667 | 472 | 0.5804 | 0.7010 | 0.5804 | 0.7618 |
288
+ | No log | 31.6 | 474 | 0.5964 | 0.6226 | 0.5964 | 0.7723 |
289
+ | No log | 31.7333 | 476 | 0.6576 | 0.5671 | 0.6576 | 0.8109 |
290
+ | No log | 31.8667 | 478 | 0.6838 | 0.5548 | 0.6838 | 0.8269 |
291
+ | No log | 32.0 | 480 | 0.6408 | 0.5882 | 0.6408 | 0.8005 |
292
+ | No log | 32.1333 | 482 | 0.6128 | 0.6243 | 0.6128 | 0.7828 |
293
+ | No log | 32.2667 | 484 | 0.5912 | 0.6650 | 0.5912 | 0.7689 |
294
+ | No log | 32.4 | 486 | 0.5886 | 0.7064 | 0.5886 | 0.7672 |
295
+ | No log | 32.5333 | 488 | 0.5885 | 0.6650 | 0.5885 | 0.7671 |
296
+ | No log | 32.6667 | 490 | 0.5948 | 0.6256 | 0.5948 | 0.7713 |
297
+ | No log | 32.8 | 492 | 0.6033 | 0.5866 | 0.6033 | 0.7767 |
298
+ | No log | 32.9333 | 494 | 0.6122 | 0.5752 | 0.6122 | 0.7825 |
299
+ | No log | 33.0667 | 496 | 0.6070 | 0.5853 | 0.6070 | 0.7791 |
300
+ | No log | 33.2 | 498 | 0.5992 | 0.5964 | 0.5992 | 0.7741 |
301
+ | 0.221 | 33.3333 | 500 | 0.5942 | 0.6157 | 0.5942 | 0.7708 |
302
+ | 0.221 | 33.4667 | 502 | 0.6022 | 0.5964 | 0.6022 | 0.7760 |
303
+ | 0.221 | 33.6 | 504 | 0.6373 | 0.5798 | 0.6373 | 0.7983 |
304
+ | 0.221 | 33.7333 | 506 | 0.6411 | 0.5688 | 0.6411 | 0.8007 |
305
+ | 0.221 | 33.8667 | 508 | 0.6085 | 0.5977 | 0.6085 | 0.7801 |
306
+ | 0.221 | 34.0 | 510 | 0.5821 | 0.6301 | 0.5821 | 0.7630 |
307
+ | 0.221 | 34.1333 | 512 | 0.5802 | 0.6197 | 0.5802 | 0.7617 |
308
+ | 0.221 | 34.2667 | 514 | 0.5956 | 0.6263 | 0.5956 | 0.7718 |
309
+ | 0.221 | 34.4 | 516 | 0.6012 | 0.5919 | 0.6012 | 0.7754 |
310
+ | 0.221 | 34.5333 | 518 | 0.6349 | 0.5560 | 0.6349 | 0.7968 |
311
+ | 0.221 | 34.6667 | 520 | 0.6484 | 0.5658 | 0.6484 | 0.8052 |
312
+ | 0.221 | 34.8 | 522 | 0.6310 | 0.5658 | 0.6310 | 0.7943 |
313
+ | 0.221 | 34.9333 | 524 | 0.5914 | 0.5944 | 0.5914 | 0.7690 |
314
 
315
 
316
  ### Framework versions