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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k5_task7_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7441
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- - Qwk: 0.3088
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- - Mse: 0.7441
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- - Rmse: 0.8626
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  ## Model description
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@@ -47,263 +47,278 @@ 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 | 2.4280 | -0.0646 | 2.4280 | 1.5582 |
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- | No log | 0.4 | 4 | 1.0881 | 0.2875 | 1.0881 | 1.0431 |
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- | No log | 0.6 | 6 | 1.0474 | -0.1517 | 1.0474 | 1.0234 |
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- | No log | 0.8 | 8 | 1.3691 | -0.1706 | 1.3691 | 1.1701 |
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- | No log | 1.0 | 10 | 1.2737 | -0.1706 | 1.2737 | 1.1286 |
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- | No log | 1.2 | 12 | 1.0007 | 0.0283 | 1.0007 | 1.0003 |
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- | No log | 1.4 | 14 | 0.9275 | 0.1183 | 0.9275 | 0.9630 |
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- | No log | 1.6 | 16 | 0.8221 | 0.0428 | 0.8221 | 0.9067 |
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- | No log | 1.8 | 18 | 0.8087 | 0.0 | 0.8087 | 0.8993 |
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- | No log | 2.0 | 20 | 0.7870 | 0.0 | 0.7870 | 0.8871 |
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- | No log | 2.2 | 22 | 0.7671 | 0.0 | 0.7671 | 0.8758 |
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- | No log | 2.4 | 24 | 0.7781 | 0.0 | 0.7781 | 0.8821 |
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- | No log | 2.6 | 26 | 0.8770 | -0.0320 | 0.8770 | 0.9365 |
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- | No log | 2.8 | 28 | 1.0144 | -0.0076 | 1.0144 | 1.0072 |
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- | No log | 3.0 | 30 | 0.8925 | -0.0700 | 0.8925 | 0.9447 |
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- | No log | 3.2 | 32 | 0.7964 | 0.0481 | 0.7964 | 0.8924 |
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- | No log | 3.4 | 34 | 0.7693 | 0.1674 | 0.7693 | 0.8771 |
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- | No log | 3.6 | 36 | 0.8323 | 0.2285 | 0.8323 | 0.9123 |
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- | No log | 3.8 | 38 | 0.8663 | 0.2319 | 0.8663 | 0.9308 |
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- | No log | 4.0 | 40 | 0.9179 | -0.0045 | 0.9179 | 0.9581 |
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- | No log | 4.2 | 42 | 1.2157 | 0.0367 | 1.2157 | 1.1026 |
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- | No log | 4.4 | 44 | 1.0916 | -0.0033 | 1.0916 | 1.0448 |
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- | No log | 4.6 | 46 | 0.8641 | 0.2063 | 0.8641 | 0.9296 |
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- | No log | 4.8 | 48 | 0.8579 | 0.1550 | 0.8579 | 0.9262 |
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- | No log | 5.0 | 50 | 0.8885 | 0.1815 | 0.8885 | 0.9426 |
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- | No log | 5.2 | 52 | 0.8945 | 0.1766 | 0.8945 | 0.9458 |
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- | No log | 5.4 | 54 | 0.8386 | 0.1699 | 0.8386 | 0.9157 |
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- | No log | 5.6 | 56 | 0.8781 | 0.0410 | 0.8781 | 0.9371 |
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- | No log | 5.8 | 58 | 1.0238 | 0.0975 | 1.0238 | 1.0118 |
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- | No log | 6.0 | 60 | 1.0113 | 0.1259 | 1.0113 | 1.0056 |
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- | No log | 6.2 | 62 | 0.8929 | 0.1498 | 0.8929 | 0.9449 |
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- | No log | 6.4 | 64 | 0.8862 | 0.1541 | 0.8862 | 0.9414 |
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- | No log | 6.6 | 66 | 0.8867 | 0.1541 | 0.8867 | 0.9416 |
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- | No log | 6.8 | 68 | 0.8958 | 0.0930 | 0.8958 | 0.9464 |
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- | No log | 7.0 | 70 | 0.8884 | 0.1760 | 0.8884 | 0.9425 |
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- | No log | 7.2 | 72 | 0.9050 | 0.1866 | 0.9050 | 0.9513 |
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- | No log | 7.4 | 74 | 1.0495 | 0.1271 | 1.0495 | 1.0245 |
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- | No log | 7.6 | 76 | 0.9746 | 0.1712 | 0.9746 | 0.9872 |
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- | No log | 7.8 | 78 | 0.8469 | 0.1303 | 0.8469 | 0.9203 |
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- | No log | 8.0 | 80 | 0.8490 | 0.1379 | 0.8490 | 0.9214 |
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- | No log | 8.2 | 82 | 0.8602 | 0.1969 | 0.8602 | 0.9275 |
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- | No log | 8.4 | 84 | 0.8646 | 0.2747 | 0.8646 | 0.9298 |
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- | No log | 8.6 | 86 | 0.8753 | 0.2987 | 0.8753 | 0.9356 |
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- | No log | 8.8 | 88 | 0.9014 | 0.2593 | 0.9014 | 0.9494 |
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- | No log | 9.0 | 90 | 0.8741 | 0.2888 | 0.8741 | 0.9349 |
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- | No log | 9.2 | 92 | 0.8777 | 0.2256 | 0.8777 | 0.9369 |
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- | No log | 9.4 | 94 | 0.8431 | 0.2936 | 0.8431 | 0.9182 |
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- | No log | 9.6 | 96 | 0.8234 | 0.3296 | 0.8234 | 0.9074 |
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- | No log | 9.8 | 98 | 0.8382 | 0.3060 | 0.8382 | 0.9155 |
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- | No log | 10.0 | 100 | 0.8438 | 0.3060 | 0.8438 | 0.9186 |
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- | No log | 10.2 | 102 | 0.8347 | 0.3478 | 0.8347 | 0.9136 |
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- | No log | 10.4 | 104 | 0.9014 | 0.0678 | 0.9014 | 0.9494 |
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- | No log | 10.6 | 106 | 0.8910 | 0.0702 | 0.8910 | 0.9439 |
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- | No log | 10.8 | 108 | 0.8374 | 0.1379 | 0.8374 | 0.9151 |
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- | No log | 11.0 | 110 | 0.8317 | 0.2475 | 0.8317 | 0.9120 |
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- | No log | 11.2 | 112 | 0.8199 | 0.2360 | 0.8199 | 0.9055 |
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- | No log | 11.4 | 114 | 0.8325 | 0.1797 | 0.8325 | 0.9124 |
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- | No log | 11.6 | 116 | 0.8529 | 0.1471 | 0.8529 | 0.9235 |
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- | No log | 11.8 | 118 | 0.8190 | 0.1471 | 0.8190 | 0.9050 |
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- | No log | 12.0 | 120 | 0.7978 | 0.3002 | 0.7978 | 0.8932 |
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- | No log | 12.2 | 122 | 0.8029 | 0.2973 | 0.8029 | 0.8961 |
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- | No log | 12.4 | 124 | 0.8591 | 0.2498 | 0.8591 | 0.9269 |
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- | No log | 12.6 | 126 | 0.8539 | 0.2633 | 0.8539 | 0.9241 |
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- | No log | 12.8 | 128 | 0.8333 | 0.2561 | 0.8333 | 0.9129 |
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- | No log | 13.0 | 130 | 0.8075 | 0.1471 | 0.8075 | 0.8986 |
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- | No log | 13.2 | 132 | 0.8151 | 0.1341 | 0.8151 | 0.9028 |
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- | No log | 13.4 | 134 | 0.9087 | 0.2899 | 0.9087 | 0.9533 |
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- | No log | 13.6 | 136 | 1.0867 | 0.1142 | 1.0867 | 1.0425 |
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- | No log | 13.8 | 138 | 1.0656 | 0.2055 | 1.0656 | 1.0323 |
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- | No log | 14.0 | 140 | 0.9129 | 0.2495 | 0.9129 | 0.9555 |
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- | No log | 14.2 | 142 | 0.8662 | 0.2053 | 0.8662 | 0.9307 |
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- | No log | 14.4 | 144 | 0.9314 | 0.1433 | 0.9314 | 0.9651 |
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- | No log | 14.6 | 146 | 0.8753 | 0.1795 | 0.8753 | 0.9356 |
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- | No log | 14.8 | 148 | 0.8144 | 0.2447 | 0.8144 | 0.9024 |
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- | No log | 15.0 | 150 | 0.8427 | 0.1740 | 0.8427 | 0.9180 |
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- | No log | 15.2 | 152 | 0.8586 | 0.2027 | 0.8586 | 0.9266 |
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- | No log | 15.4 | 154 | 0.8176 | 0.2590 | 0.8176 | 0.9042 |
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- | No log | 15.6 | 156 | 0.8087 | 0.2058 | 0.8087 | 0.8993 |
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- | No log | 15.8 | 158 | 0.8122 | 0.1509 | 0.8122 | 0.9012 |
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- | No log | 16.0 | 160 | 0.7792 | 0.0741 | 0.7792 | 0.8827 |
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- | No log | 16.2 | 162 | 0.7818 | 0.2007 | 0.7818 | 0.8842 |
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- | No log | 16.4 | 164 | 0.8351 | 0.2995 | 0.8351 | 0.9138 |
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- | No log | 16.6 | 166 | 0.8607 | 0.2781 | 0.8607 | 0.9278 |
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- | No log | 16.8 | 168 | 0.8056 | 0.2784 | 0.8056 | 0.8976 |
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- | No log | 17.0 | 170 | 0.7397 | 0.1386 | 0.7397 | 0.8601 |
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- | No log | 17.2 | 172 | 0.7633 | 0.1528 | 0.7633 | 0.8737 |
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- | No log | 17.4 | 174 | 0.7725 | 0.2611 | 0.7725 | 0.8789 |
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- | No log | 17.6 | 176 | 0.7114 | 0.1569 | 0.7114 | 0.8435 |
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- | No log | 17.8 | 178 | 0.6806 | 0.1094 | 0.6806 | 0.8250 |
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- | No log | 18.0 | 180 | 0.6980 | 0.2981 | 0.6980 | 0.8355 |
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- | No log | 18.2 | 182 | 0.7073 | 0.2784 | 0.7073 | 0.8410 |
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- | No log | 18.4 | 184 | 0.7062 | 0.2563 | 0.7062 | 0.8404 |
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- | No log | 18.6 | 186 | 0.7244 | 0.1969 | 0.7244 | 0.8511 |
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- | No log | 18.8 | 188 | 0.7478 | 0.2371 | 0.7478 | 0.8648 |
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- | No log | 19.0 | 190 | 0.7659 | 0.2688 | 0.7659 | 0.8752 |
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- | No log | 19.2 | 192 | 0.7740 | 0.2688 | 0.7740 | 0.8798 |
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- | No log | 19.4 | 194 | 0.7655 | 0.2688 | 0.7655 | 0.8749 |
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- | No log | 19.6 | 196 | 0.7628 | 0.2400 | 0.7628 | 0.8734 |
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- | No log | 19.8 | 198 | 0.7577 | 0.2661 | 0.7577 | 0.8705 |
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- | No log | 20.0 | 200 | 0.7963 | 0.3060 | 0.7963 | 0.8924 |
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- | No log | 20.2 | 202 | 0.7775 | 0.2784 | 0.7775 | 0.8817 |
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- | No log | 20.4 | 204 | 0.7537 | 0.2784 | 0.7537 | 0.8682 |
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- | No log | 20.6 | 206 | 0.7288 | 0.2589 | 0.7288 | 0.8537 |
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- | No log | 20.8 | 208 | 0.7145 | 0.2319 | 0.7145 | 0.8453 |
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- | No log | 21.0 | 210 | 0.7301 | 0.0755 | 0.7301 | 0.8544 |
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- | No log | 21.2 | 212 | 0.7600 | 0.1729 | 0.7600 | 0.8718 |
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- | No log | 21.4 | 214 | 0.7573 | 0.1582 | 0.7573 | 0.8702 |
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- | No log | 21.6 | 216 | 0.8006 | 0.3500 | 0.8006 | 0.8947 |
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- | No log | 21.8 | 218 | 0.8706 | 0.3480 | 0.8706 | 0.9331 |
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- | No log | 22.0 | 220 | 0.8659 | 0.3653 | 0.8659 | 0.9305 |
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- | No log | 22.2 | 222 | 0.7896 | 0.3060 | 0.7896 | 0.8886 |
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- | No log | 22.4 | 224 | 0.7553 | 0.1901 | 0.7553 | 0.8691 |
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- | No log | 22.6 | 226 | 0.7604 | 0.0755 | 0.7604 | 0.8720 |
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- | No log | 22.8 | 228 | 0.7820 | 0.1130 | 0.7820 | 0.8843 |
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- | No log | 23.0 | 230 | 0.7619 | 0.2287 | 0.7619 | 0.8729 |
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- | No log | 23.2 | 232 | 0.7713 | 0.1901 | 0.7713 | 0.8783 |
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- | No log | 23.4 | 234 | 0.8220 | 0.3157 | 0.8220 | 0.9066 |
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- | No log | 23.6 | 236 | 0.8328 | 0.3157 | 0.8328 | 0.9126 |
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- | No log | 23.8 | 238 | 0.8035 | 0.3127 | 0.8035 | 0.8964 |
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- | No log | 24.0 | 240 | 0.7677 | 0.1303 | 0.7677 | 0.8762 |
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- | No log | 24.2 | 242 | 0.7570 | 0.1850 | 0.7570 | 0.8700 |
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- | No log | 24.4 | 244 | 0.7571 | 0.1131 | 0.7571 | 0.8701 |
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- | No log | 24.6 | 246 | 0.7416 | 0.2148 | 0.7416 | 0.8611 |
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- | No log | 24.8 | 248 | 0.7365 | 0.1853 | 0.7365 | 0.8582 |
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- | No log | 25.0 | 250 | 0.7708 | 0.3287 | 0.7708 | 0.8779 |
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- | No log | 25.2 | 252 | 0.7918 | 0.3368 | 0.7918 | 0.8898 |
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- | No log | 25.4 | 254 | 0.7537 | 0.2129 | 0.7537 | 0.8681 |
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- | No log | 25.6 | 256 | 0.7265 | 0.2327 | 0.7265 | 0.8523 |
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- | No log | 25.8 | 258 | 0.7299 | 0.2327 | 0.7299 | 0.8543 |
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- | No log | 26.0 | 260 | 0.7616 | 0.2471 | 0.7616 | 0.8727 |
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- | No log | 26.2 | 262 | 0.8261 | 0.3475 | 0.8261 | 0.9089 |
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- | No log | 26.4 | 264 | 0.8106 | 0.3127 | 0.8106 | 0.9004 |
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- | No log | 26.6 | 266 | 0.7694 | 0.2558 | 0.7694 | 0.8772 |
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- | No log | 26.8 | 268 | 0.7531 | 0.3050 | 0.7531 | 0.8678 |
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- | No log | 27.0 | 270 | 0.7440 | 0.3369 | 0.7440 | 0.8626 |
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- | No log | 27.2 | 272 | 0.7383 | 0.3369 | 0.7383 | 0.8593 |
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- | No log | 27.4 | 274 | 0.7359 | 0.3050 | 0.7359 | 0.8578 |
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- | No log | 27.6 | 276 | 0.7352 | 0.1953 | 0.7352 | 0.8574 |
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- | No log | 27.8 | 278 | 0.7769 | 0.3471 | 0.7769 | 0.8814 |
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- | No log | 28.0 | 280 | 0.7917 | 0.3737 | 0.7917 | 0.8897 |
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- | No log | 28.2 | 282 | 0.7800 | 0.3544 | 0.7800 | 0.8832 |
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- | No log | 28.4 | 284 | 0.7564 | 0.3471 | 0.7564 | 0.8697 |
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- | No log | 28.6 | 286 | 0.7106 | 0.2943 | 0.7106 | 0.8430 |
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- | No log | 28.8 | 288 | 0.6972 | 0.2965 | 0.6972 | 0.8350 |
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- | No log | 29.0 | 290 | 0.6907 | 0.3407 | 0.6907 | 0.8311 |
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- | No log | 29.2 | 292 | 0.7038 | 0.1775 | 0.7038 | 0.8389 |
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- | No log | 29.4 | 294 | 0.6931 | 0.2484 | 0.6931 | 0.8325 |
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- | No log | 29.6 | 296 | 0.7004 | 0.2407 | 0.7004 | 0.8369 |
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- | No log | 29.8 | 298 | 0.7603 | 0.3918 | 0.7603 | 0.8720 |
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- | No log | 30.0 | 300 | 0.8116 | 0.4167 | 0.8116 | 0.9009 |
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- | No log | 30.2 | 302 | 0.7948 | 0.3918 | 0.7948 | 0.8915 |
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- | No log | 30.4 | 304 | 0.7539 | 0.2847 | 0.7539 | 0.8682 |
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- | No log | 30.6 | 306 | 0.7512 | 0.3171 | 0.7512 | 0.8667 |
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- | No log | 30.8 | 308 | 0.7763 | 0.2834 | 0.7763 | 0.8811 |
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- | No log | 31.0 | 310 | 0.7974 | 0.2566 | 0.7974 | 0.8930 |
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- | No log | 31.2 | 312 | 0.8091 | 0.2514 | 0.8091 | 0.8995 |
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- | No log | 31.4 | 314 | 0.7969 | 0.2564 | 0.7969 | 0.8927 |
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- | No log | 31.6 | 316 | 0.7808 | 0.1886 | 0.7808 | 0.8836 |
210
- | No log | 31.8 | 318 | 0.7703 | 0.2475 | 0.7703 | 0.8777 |
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- | No log | 32.0 | 320 | 0.7665 | 0.2749 | 0.7665 | 0.8755 |
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- | No log | 32.2 | 322 | 0.7553 | 0.2532 | 0.7553 | 0.8691 |
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- | No log | 32.4 | 324 | 0.7565 | 0.2247 | 0.7565 | 0.8698 |
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- | No log | 32.6 | 326 | 0.7605 | 0.2683 | 0.7605 | 0.8721 |
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- | No log | 32.8 | 328 | 0.7763 | 0.2563 | 0.7763 | 0.8811 |
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- | No log | 33.0 | 330 | 0.7859 | 0.2479 | 0.7859 | 0.8865 |
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- | No log | 33.2 | 332 | 0.7889 | 0.2563 | 0.7889 | 0.8882 |
218
- | No log | 33.4 | 334 | 0.7826 | 0.2563 | 0.7826 | 0.8847 |
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- | No log | 33.6 | 336 | 0.7689 | 0.2563 | 0.7689 | 0.8769 |
220
- | No log | 33.8 | 338 | 0.7572 | 0.2838 | 0.7572 | 0.8702 |
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- | No log | 34.0 | 340 | 0.7469 | 0.2532 | 0.7469 | 0.8642 |
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- | No log | 34.2 | 342 | 0.7397 | 0.3224 | 0.7397 | 0.8601 |
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- | No log | 34.4 | 344 | 0.7330 | 0.2913 | 0.7330 | 0.8562 |
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- | No log | 34.6 | 346 | 0.7437 | 0.2751 | 0.7437 | 0.8624 |
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- | No log | 34.8 | 348 | 0.7841 | 0.3475 | 0.7841 | 0.8855 |
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- | No log | 35.0 | 350 | 0.8427 | 0.3544 | 0.8427 | 0.9180 |
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- | No log | 35.2 | 352 | 0.8623 | 0.3544 | 0.8623 | 0.9286 |
228
- | No log | 35.4 | 354 | 0.8327 | 0.3544 | 0.8327 | 0.9125 |
229
- | No log | 35.6 | 356 | 0.7730 | 0.3723 | 0.7730 | 0.8792 |
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- | No log | 35.8 | 358 | 0.7276 | 0.3050 | 0.7276 | 0.8530 |
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- | No log | 36.0 | 360 | 0.7192 | 0.3675 | 0.7192 | 0.8481 |
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- | No log | 36.2 | 362 | 0.7212 | 0.2965 | 0.7212 | 0.8492 |
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- | No log | 36.4 | 364 | 0.7321 | 0.3599 | 0.7321 | 0.8556 |
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- | No log | 36.6 | 366 | 0.7521 | 0.3763 | 0.7521 | 0.8673 |
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- | No log | 36.8 | 368 | 0.7615 | 0.4020 | 0.7615 | 0.8726 |
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- | No log | 37.0 | 370 | 0.7715 | 0.3942 | 0.7715 | 0.8783 |
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- | No log | 37.2 | 372 | 0.7674 | 0.4190 | 0.7674 | 0.8760 |
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- | No log | 37.4 | 374 | 0.7396 | 0.3762 | 0.7396 | 0.8600 |
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- | No log | 37.6 | 376 | 0.7318 | 0.2682 | 0.7318 | 0.8555 |
240
- | No log | 37.8 | 378 | 0.7326 | 0.2986 | 0.7326 | 0.8559 |
241
- | No log | 38.0 | 380 | 0.7203 | 0.2451 | 0.7203 | 0.8487 |
242
- | No log | 38.2 | 382 | 0.7118 | 0.1760 | 0.7118 | 0.8437 |
243
- | No log | 38.4 | 384 | 0.7190 | 0.2063 | 0.7190 | 0.8479 |
244
- | No log | 38.6 | 386 | 0.7312 | 0.1953 | 0.7312 | 0.8551 |
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- | No log | 38.8 | 388 | 0.7347 | 0.1953 | 0.7347 | 0.8571 |
246
- | No log | 39.0 | 390 | 0.7449 | 0.2558 | 0.7449 | 0.8631 |
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- | No log | 39.2 | 392 | 0.7482 | 0.2684 | 0.7482 | 0.8650 |
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- | No log | 39.4 | 394 | 0.7577 | 0.3266 | 0.7577 | 0.8705 |
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- | No log | 39.6 | 396 | 0.7886 | 0.2568 | 0.7886 | 0.8880 |
250
- | No log | 39.8 | 398 | 0.8069 | 0.2819 | 0.8069 | 0.8983 |
251
- | No log | 40.0 | 400 | 0.7804 | 0.3213 | 0.7804 | 0.8834 |
252
- | No log | 40.2 | 402 | 0.7670 | 0.3530 | 0.7670 | 0.8758 |
253
- | No log | 40.4 | 404 | 0.7696 | 0.3762 | 0.7696 | 0.8772 |
254
- | No log | 40.6 | 406 | 0.7765 | 0.3051 | 0.7765 | 0.8812 |
255
- | No log | 40.8 | 408 | 0.7740 | 0.3051 | 0.7740 | 0.8798 |
256
- | No log | 41.0 | 410 | 0.7634 | 0.2319 | 0.7634 | 0.8738 |
257
- | No log | 41.2 | 412 | 0.7536 | 0.2099 | 0.7536 | 0.8681 |
258
- | No log | 41.4 | 414 | 0.7528 | 0.2063 | 0.7528 | 0.8676 |
259
- | No log | 41.6 | 416 | 0.7517 | 0.1636 | 0.7517 | 0.8670 |
260
- | No log | 41.8 | 418 | 0.7511 | 0.1723 | 0.7511 | 0.8667 |
261
- | No log | 42.0 | 420 | 0.7502 | 0.1051 | 0.7502 | 0.8661 |
262
- | No log | 42.2 | 422 | 0.7505 | 0.1011 | 0.7505 | 0.8663 |
263
- | No log | 42.4 | 424 | 0.7553 | 0.1952 | 0.7553 | 0.8691 |
264
- | No log | 42.6 | 426 | 0.7615 | 0.2973 | 0.7615 | 0.8726 |
265
- | No log | 42.8 | 428 | 0.7690 | 0.3355 | 0.7690 | 0.8769 |
266
- | No log | 43.0 | 430 | 0.7618 | 0.3355 | 0.7618 | 0.8728 |
267
- | No log | 43.2 | 432 | 0.7440 | 0.2621 | 0.7440 | 0.8626 |
268
- | No log | 43.4 | 434 | 0.7387 | 0.1952 | 0.7387 | 0.8595 |
269
- | No log | 43.6 | 436 | 0.7483 | 0.0687 | 0.7483 | 0.8650 |
270
- | No log | 43.8 | 438 | 0.7438 | 0.0679 | 0.7438 | 0.8624 |
271
- | No log | 44.0 | 440 | 0.7253 | 0.1051 | 0.7253 | 0.8516 |
272
- | No log | 44.2 | 442 | 0.7216 | 0.1353 | 0.7216 | 0.8494 |
273
- | No log | 44.4 | 444 | 0.7410 | 0.2847 | 0.7410 | 0.8608 |
274
- | No log | 44.6 | 446 | 0.7733 | 0.3996 | 0.7733 | 0.8794 |
275
- | No log | 44.8 | 448 | 0.8067 | 0.3996 | 0.8067 | 0.8981 |
276
- | No log | 45.0 | 450 | 0.7920 | 0.3996 | 0.7920 | 0.8899 |
277
- | No log | 45.2 | 452 | 0.7533 | 0.3737 | 0.7533 | 0.8679 |
278
- | No log | 45.4 | 454 | 0.7297 | 0.2847 | 0.7297 | 0.8542 |
279
- | No log | 45.6 | 456 | 0.7163 | 0.3649 | 0.7163 | 0.8463 |
280
- | No log | 45.8 | 458 | 0.7164 | 0.2683 | 0.7164 | 0.8464 |
281
- | No log | 46.0 | 460 | 0.7261 | 0.2652 | 0.7261 | 0.8521 |
282
- | No log | 46.2 | 462 | 0.7270 | 0.2652 | 0.7270 | 0.8527 |
283
- | No log | 46.4 | 464 | 0.7175 | 0.3239 | 0.7175 | 0.8470 |
284
- | No log | 46.6 | 466 | 0.7056 | 0.2862 | 0.7056 | 0.8400 |
285
- | No log | 46.8 | 468 | 0.7061 | 0.3280 | 0.7061 | 0.8403 |
286
- | No log | 47.0 | 470 | 0.7150 | 0.3183 | 0.7150 | 0.8456 |
287
- | No log | 47.2 | 472 | 0.7168 | 0.3183 | 0.7168 | 0.8466 |
288
- | No log | 47.4 | 474 | 0.7073 | 0.3280 | 0.7073 | 0.8410 |
289
- | No log | 47.6 | 476 | 0.7004 | 0.2965 | 0.7004 | 0.8369 |
290
- | No log | 47.8 | 478 | 0.7034 | 0.3945 | 0.7034 | 0.8387 |
291
- | No log | 48.0 | 480 | 0.7255 | 0.3737 | 0.7255 | 0.8518 |
292
- | No log | 48.2 | 482 | 0.7459 | 0.3996 | 0.7459 | 0.8636 |
293
- | No log | 48.4 | 484 | 0.7573 | 0.3996 | 0.7573 | 0.8702 |
294
- | No log | 48.6 | 486 | 0.7483 | 0.3996 | 0.7483 | 0.8651 |
295
- | No log | 48.8 | 488 | 0.7261 | 0.3737 | 0.7261 | 0.8521 |
296
- | No log | 49.0 | 490 | 0.7037 | 0.2913 | 0.7037 | 0.8388 |
297
- | No log | 49.2 | 492 | 0.7016 | 0.2590 | 0.7016 | 0.8376 |
298
- | No log | 49.4 | 494 | 0.7008 | 0.2936 | 0.7008 | 0.8371 |
299
- | No log | 49.6 | 496 | 0.7037 | 0.2913 | 0.7037 | 0.8389 |
300
- | No log | 49.8 | 498 | 0.7121 | 0.2847 | 0.7121 | 0.8439 |
301
- | 0.2538 | 50.0 | 500 | 0.7385 | 0.3996 | 0.7385 | 0.8594 |
302
- | 0.2538 | 50.2 | 502 | 0.7637 | 0.3996 | 0.7637 | 0.8739 |
303
- | 0.2538 | 50.4 | 504 | 0.7736 | 0.3475 | 0.7736 | 0.8795 |
304
- | 0.2538 | 50.6 | 506 | 0.7671 | 0.3475 | 0.7671 | 0.8758 |
305
- | 0.2538 | 50.8 | 508 | 0.7650 | 0.3996 | 0.7650 | 0.8746 |
306
- | 0.2538 | 51.0 | 510 | 0.7441 | 0.3088 | 0.7441 | 0.8626 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k5_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k5_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.2546
19
+ - Qwk: 0.1453
20
+ - Mse: 1.2546
21
+ - Rmse: 1.1201
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1667 | 2 | 2.4558 | -0.0449 | 2.4558 | 1.5671 |
53
+ | No log | 0.3333 | 4 | 1.2629 | 0.1882 | 1.2629 | 1.1238 |
54
+ | No log | 0.5 | 6 | 1.1918 | -0.1866 | 1.1918 | 1.0917 |
55
+ | No log | 0.6667 | 8 | 1.1384 | -0.1492 | 1.1384 | 1.0669 |
56
+ | No log | 0.8333 | 10 | 0.8990 | 0.1254 | 0.8990 | 0.9482 |
57
+ | No log | 1.0 | 12 | 0.7821 | 0.1737 | 0.7821 | 0.8843 |
58
+ | No log | 1.1667 | 14 | 0.8093 | 0.2103 | 0.8093 | 0.8996 |
59
+ | No log | 1.3333 | 16 | 0.7619 | 0.1138 | 0.7619 | 0.8729 |
60
+ | No log | 1.5 | 18 | 0.8983 | 0.2094 | 0.8983 | 0.9478 |
61
+ | No log | 1.6667 | 20 | 1.0006 | 0.1990 | 1.0006 | 1.0003 |
62
+ | No log | 1.8333 | 22 | 0.9355 | 0.0924 | 0.9355 | 0.9672 |
63
+ | No log | 2.0 | 24 | 0.8456 | -0.0054 | 0.8456 | 0.9195 |
64
+ | No log | 2.1667 | 26 | 0.8250 | 0.0 | 0.8250 | 0.9083 |
65
+ | No log | 2.3333 | 28 | 0.8003 | 0.0428 | 0.8003 | 0.8946 |
66
+ | No log | 2.5 | 30 | 0.7562 | 0.0428 | 0.7562 | 0.8696 |
67
+ | No log | 2.6667 | 32 | 0.7069 | 0.1617 | 0.7069 | 0.8408 |
68
+ | No log | 2.8333 | 34 | 0.6652 | 0.2786 | 0.6652 | 0.8156 |
69
+ | No log | 3.0 | 36 | 0.6421 | 0.2786 | 0.6421 | 0.8013 |
70
+ | No log | 3.1667 | 38 | 0.6285 | 0.3151 | 0.6285 | 0.7928 |
71
+ | No log | 3.3333 | 40 | 0.6167 | 0.2923 | 0.6167 | 0.7853 |
72
+ | No log | 3.5 | 42 | 0.6230 | 0.2923 | 0.6230 | 0.7893 |
73
+ | No log | 3.6667 | 44 | 0.6669 | 0.2751 | 0.6669 | 0.8166 |
74
+ | No log | 3.8333 | 46 | 0.9056 | 0.2287 | 0.9056 | 0.9516 |
75
+ | No log | 4.0 | 48 | 0.9567 | 0.2964 | 0.9567 | 0.9781 |
76
+ | No log | 4.1667 | 50 | 0.6701 | 0.2960 | 0.6701 | 0.8186 |
77
+ | No log | 4.3333 | 52 | 0.6849 | 0.2576 | 0.6849 | 0.8276 |
78
+ | No log | 4.5 | 54 | 1.0355 | 0.3370 | 1.0355 | 1.0176 |
79
+ | No log | 4.6667 | 56 | 1.1746 | 0.2843 | 1.1746 | 1.0838 |
80
+ | No log | 4.8333 | 58 | 0.8429 | 0.4114 | 0.8429 | 0.9181 |
81
+ | No log | 5.0 | 60 | 0.7358 | 0.4606 | 0.7358 | 0.8578 |
82
+ | No log | 5.1667 | 62 | 0.7382 | 0.4606 | 0.7382 | 0.8592 |
83
+ | No log | 5.3333 | 64 | 1.1225 | 0.3166 | 1.1225 | 1.0595 |
84
+ | No log | 5.5 | 66 | 1.2132 | 0.3255 | 1.2132 | 1.1014 |
85
+ | No log | 5.6667 | 68 | 0.8601 | 0.4180 | 0.8601 | 0.9274 |
86
+ | No log | 5.8333 | 70 | 0.7290 | 0.3946 | 0.7290 | 0.8538 |
87
+ | No log | 6.0 | 72 | 0.9108 | 0.2890 | 0.9108 | 0.9543 |
88
+ | No log | 6.1667 | 74 | 0.8193 | 0.3505 | 0.8193 | 0.9052 |
89
+ | No log | 6.3333 | 76 | 0.7107 | 0.3335 | 0.7107 | 0.8430 |
90
+ | No log | 6.5 | 78 | 0.9283 | 0.3516 | 0.9283 | 0.9635 |
91
+ | No log | 6.6667 | 80 | 0.9761 | 0.3114 | 0.9761 | 0.9880 |
92
+ | No log | 6.8333 | 82 | 0.8797 | 0.4347 | 0.8797 | 0.9379 |
93
+ | No log | 7.0 | 84 | 0.7779 | 0.3393 | 0.7779 | 0.8820 |
94
+ | No log | 7.1667 | 86 | 0.7886 | 0.3051 | 0.7886 | 0.8880 |
95
+ | No log | 7.3333 | 88 | 1.0793 | 0.2963 | 1.0793 | 1.0389 |
96
+ | No log | 7.5 | 90 | 1.5712 | 0.1932 | 1.5712 | 1.2535 |
97
+ | No log | 7.6667 | 92 | 1.4735 | 0.2145 | 1.4735 | 1.2139 |
98
+ | No log | 7.8333 | 94 | 0.9924 | 0.3212 | 0.9924 | 0.9962 |
99
+ | No log | 8.0 | 96 | 0.7131 | 0.3995 | 0.7131 | 0.8444 |
100
+ | No log | 8.1667 | 98 | 0.6939 | 0.3995 | 0.6939 | 0.8330 |
101
+ | No log | 8.3333 | 100 | 0.8139 | 0.4614 | 0.8139 | 0.9022 |
102
+ | No log | 8.5 | 102 | 1.1798 | 0.2459 | 1.1798 | 1.0862 |
103
+ | No log | 8.6667 | 104 | 1.4972 | 0.1522 | 1.4972 | 1.2236 |
104
+ | No log | 8.8333 | 106 | 1.3106 | 0.2243 | 1.3106 | 1.1448 |
105
+ | No log | 9.0 | 108 | 0.8940 | 0.2363 | 0.8940 | 0.9455 |
106
+ | No log | 9.1667 | 110 | 0.7475 | 0.3088 | 0.7475 | 0.8646 |
107
+ | No log | 9.3333 | 112 | 0.7726 | 0.2012 | 0.7726 | 0.8790 |
108
+ | No log | 9.5 | 114 | 0.8945 | 0.2601 | 0.8945 | 0.9458 |
109
+ | No log | 9.6667 | 116 | 1.1900 | 0.2543 | 1.1900 | 1.0909 |
110
+ | No log | 9.8333 | 118 | 1.4968 | 0.1067 | 1.4968 | 1.2234 |
111
+ | No log | 10.0 | 120 | 1.5081 | 0.0846 | 1.5081 | 1.2281 |
112
+ | No log | 10.1667 | 122 | 1.2064 | 0.2020 | 1.2064 | 1.0984 |
113
+ | No log | 10.3333 | 124 | 1.0775 | 0.2006 | 1.0775 | 1.0380 |
114
+ | No log | 10.5 | 126 | 1.0148 | 0.2084 | 1.0148 | 1.0074 |
115
+ | No log | 10.6667 | 128 | 1.0714 | 0.2084 | 1.0714 | 1.0351 |
116
+ | No log | 10.8333 | 130 | 1.2006 | 0.1713 | 1.2006 | 1.0957 |
117
+ | No log | 11.0 | 132 | 1.4582 | 0.1337 | 1.4582 | 1.2076 |
118
+ | No log | 11.1667 | 134 | 1.6405 | 0.0290 | 1.6405 | 1.2808 |
119
+ | No log | 11.3333 | 136 | 1.6060 | 0.0505 | 1.6060 | 1.2673 |
120
+ | No log | 11.5 | 138 | 1.3509 | 0.1550 | 1.3509 | 1.1623 |
121
+ | No log | 11.6667 | 140 | 1.0187 | 0.2227 | 1.0187 | 1.0093 |
122
+ | No log | 11.8333 | 142 | 0.8503 | 0.1962 | 0.8503 | 0.9221 |
123
+ | No log | 12.0 | 144 | 0.8500 | 0.1914 | 0.8500 | 0.9219 |
124
+ | No log | 12.1667 | 146 | 0.9616 | 0.3251 | 0.9616 | 0.9806 |
125
+ | No log | 12.3333 | 148 | 1.0172 | 0.3517 | 1.0172 | 1.0086 |
126
+ | No log | 12.5 | 150 | 0.9317 | 0.2866 | 0.9317 | 0.9653 |
127
+ | No log | 12.6667 | 152 | 0.9038 | 0.2923 | 0.9038 | 0.9507 |
128
+ | No log | 12.8333 | 154 | 0.9967 | 0.3029 | 0.9967 | 0.9983 |
129
+ | No log | 13.0 | 156 | 1.1003 | 0.2348 | 1.1003 | 1.0490 |
130
+ | No log | 13.1667 | 158 | 1.1111 | 0.2125 | 1.1111 | 1.0541 |
131
+ | No log | 13.3333 | 160 | 1.2615 | 0.1884 | 1.2615 | 1.1232 |
132
+ | No log | 13.5 | 162 | 1.3680 | 0.1606 | 1.3680 | 1.1696 |
133
+ | No log | 13.6667 | 164 | 1.3305 | 0.1606 | 1.3305 | 1.1535 |
134
+ | No log | 13.8333 | 166 | 1.2244 | 0.1956 | 1.2244 | 1.1065 |
135
+ | No log | 14.0 | 168 | 1.0384 | 0.2119 | 1.0384 | 1.0190 |
136
+ | No log | 14.1667 | 170 | 0.9425 | 0.1692 | 0.9425 | 0.9708 |
137
+ | No log | 14.3333 | 172 | 0.9518 | 0.2308 | 0.9518 | 0.9756 |
138
+ | No log | 14.5 | 174 | 0.9077 | 0.1867 | 0.9077 | 0.9527 |
139
+ | No log | 14.6667 | 176 | 0.8980 | 0.1584 | 0.8980 | 0.9476 |
140
+ | No log | 14.8333 | 178 | 0.8506 | 0.2063 | 0.8506 | 0.9223 |
141
+ | No log | 15.0 | 180 | 0.8813 | 0.2012 | 0.8813 | 0.9388 |
142
+ | No log | 15.1667 | 182 | 1.0732 | 0.1935 | 1.0732 | 1.0360 |
143
+ | No log | 15.3333 | 184 | 1.3388 | 0.1849 | 1.3388 | 1.1571 |
144
+ | No log | 15.5 | 186 | 1.3720 | 0.1849 | 1.3720 | 1.1713 |
145
+ | No log | 15.6667 | 188 | 1.2399 | 0.1392 | 1.2399 | 1.1135 |
146
+ | No log | 15.8333 | 190 | 1.1502 | 0.2348 | 1.1502 | 1.0725 |
147
+ | No log | 16.0 | 192 | 1.0515 | 0.1499 | 1.0515 | 1.0254 |
148
+ | No log | 16.1667 | 194 | 1.0342 | 0.1277 | 1.0342 | 1.0170 |
149
+ | No log | 16.3333 | 196 | 1.1279 | 0.1949 | 1.1279 | 1.0620 |
150
+ | No log | 16.5 | 198 | 1.1560 | 0.1949 | 1.1560 | 1.0752 |
151
+ | No log | 16.6667 | 200 | 1.2607 | 0.1795 | 1.2607 | 1.1228 |
152
+ | No log | 16.8333 | 202 | 1.2653 | 0.1795 | 1.2653 | 1.1249 |
153
+ | No log | 17.0 | 204 | 1.2890 | 0.1530 | 1.2890 | 1.1354 |
154
+ | No log | 17.1667 | 206 | 1.2550 | 0.2006 | 1.2550 | 1.1203 |
155
+ | No log | 17.3333 | 208 | 1.2279 | 0.1748 | 1.2279 | 1.1081 |
156
+ | No log | 17.5 | 210 | 1.2321 | 0.1564 | 1.2321 | 1.1100 |
157
+ | No log | 17.6667 | 212 | 1.1842 | 0.2045 | 1.1842 | 1.0882 |
158
+ | No log | 17.8333 | 214 | 1.1120 | 0.1492 | 1.1120 | 1.0545 |
159
+ | No log | 18.0 | 216 | 1.1456 | 0.1810 | 1.1456 | 1.0703 |
160
+ | No log | 18.1667 | 218 | 1.2446 | 0.1422 | 1.2446 | 1.1156 |
161
+ | No log | 18.3333 | 220 | 1.3607 | 0.1606 | 1.3607 | 1.1665 |
162
+ | No log | 18.5 | 222 | 1.3613 | 0.2006 | 1.3613 | 1.1668 |
163
+ | No log | 18.6667 | 224 | 1.1951 | 0.1821 | 1.1951 | 1.0932 |
164
+ | No log | 18.8333 | 226 | 0.9870 | 0.1897 | 0.9870 | 0.9935 |
165
+ | No log | 19.0 | 228 | 0.9179 | 0.2275 | 0.9179 | 0.9581 |
166
+ | No log | 19.1667 | 230 | 0.9485 | 0.2387 | 0.9485 | 0.9739 |
167
+ | No log | 19.3333 | 232 | 1.0046 | 0.2487 | 1.0046 | 1.0023 |
168
+ | No log | 19.5 | 234 | 1.0211 | 0.2343 | 1.0211 | 1.0105 |
169
+ | No log | 19.6667 | 236 | 1.0828 | 0.2372 | 1.0828 | 1.0406 |
170
+ | No log | 19.8333 | 238 | 1.1565 | 0.1993 | 1.1565 | 1.0754 |
171
+ | No log | 20.0 | 240 | 1.0513 | 0.1775 | 1.0513 | 1.0253 |
172
+ | No log | 20.1667 | 242 | 1.0046 | 0.1651 | 1.0046 | 1.0023 |
173
+ | No log | 20.3333 | 244 | 0.9749 | 0.1777 | 0.9749 | 0.9874 |
174
+ | No log | 20.5 | 246 | 0.9639 | 0.2046 | 0.9639 | 0.9818 |
175
+ | No log | 20.6667 | 248 | 0.9509 | 0.2358 | 0.9509 | 0.9751 |
176
+ | No log | 20.8333 | 250 | 0.9954 | 0.2211 | 0.9954 | 0.9977 |
177
+ | No log | 21.0 | 252 | 1.0227 | 0.2756 | 1.0227 | 1.0113 |
178
+ | No log | 21.1667 | 254 | 1.1063 | 0.2227 | 1.1063 | 1.0518 |
179
+ | No log | 21.3333 | 256 | 1.0847 | 0.2552 | 1.0847 | 1.0415 |
180
+ | No log | 21.5 | 258 | 0.9606 | 0.2211 | 0.9606 | 0.9801 |
181
+ | No log | 21.6667 | 260 | 0.9072 | 0.2562 | 0.9072 | 0.9525 |
182
+ | No log | 21.8333 | 262 | 0.9346 | 0.2562 | 0.9346 | 0.9667 |
183
+ | No log | 22.0 | 264 | 1.0048 | 0.2833 | 1.0048 | 1.0024 |
184
+ | No log | 22.1667 | 266 | 1.0558 | 0.2782 | 1.0558 | 1.0275 |
185
+ | No log | 22.3333 | 268 | 1.0922 | 0.2590 | 1.0922 | 1.0451 |
186
+ | No log | 22.5 | 270 | 1.0383 | 0.1689 | 1.0383 | 1.0190 |
187
+ | No log | 22.6667 | 272 | 0.9149 | 0.2464 | 0.9149 | 0.9565 |
188
+ | No log | 22.8333 | 274 | 0.8534 | 0.1899 | 0.8534 | 0.9238 |
189
+ | No log | 23.0 | 276 | 0.8798 | 0.1534 | 0.8798 | 0.9380 |
190
+ | No log | 23.1667 | 278 | 0.8427 | 0.2063 | 0.8427 | 0.9180 |
191
+ | No log | 23.3333 | 280 | 0.8503 | 0.1672 | 0.8503 | 0.9221 |
192
+ | No log | 23.5 | 282 | 0.9652 | 0.1984 | 0.9652 | 0.9824 |
193
+ | No log | 23.6667 | 284 | 1.1081 | 0.2101 | 1.1081 | 1.0527 |
194
+ | No log | 23.8333 | 286 | 1.2067 | 0.1995 | 1.2067 | 1.0985 |
195
+ | No log | 24.0 | 288 | 1.2325 | 0.1995 | 1.2325 | 1.1102 |
196
+ | No log | 24.1667 | 290 | 1.2512 | 0.1995 | 1.2512 | 1.1186 |
197
+ | No log | 24.3333 | 292 | 1.1037 | 0.1583 | 1.1037 | 1.0505 |
198
+ | No log | 24.5 | 294 | 0.9760 | 0.1379 | 0.9760 | 0.9879 |
199
+ | No log | 24.6667 | 296 | 1.0079 | 0.1856 | 1.0079 | 1.0039 |
200
+ | No log | 24.8333 | 298 | 1.0399 | 0.1492 | 1.0399 | 1.0197 |
201
+ | No log | 25.0 | 300 | 1.1722 | 0.1262 | 1.1722 | 1.0827 |
202
+ | No log | 25.1667 | 302 | 1.2280 | 0.1262 | 1.2280 | 1.1081 |
203
+ | No log | 25.3333 | 304 | 1.1158 | 0.1356 | 1.1158 | 1.0563 |
204
+ | No log | 25.5 | 306 | 1.0339 | 0.1869 | 1.0339 | 1.0168 |
205
+ | No log | 25.6667 | 308 | 1.0740 | 0.1787 | 1.0740 | 1.0363 |
206
+ | No log | 25.8333 | 310 | 1.1517 | 0.1262 | 1.1517 | 1.0732 |
207
+ | No log | 26.0 | 312 | 1.1476 | 0.1116 | 1.1476 | 1.0713 |
208
+ | No log | 26.1667 | 314 | 1.1798 | 0.1086 | 1.1798 | 1.0862 |
209
+ | No log | 26.3333 | 316 | 1.1428 | 0.1147 | 1.1428 | 1.0690 |
210
+ | No log | 26.5 | 318 | 1.1064 | 0.1499 | 1.1064 | 1.0519 |
211
+ | No log | 26.6667 | 320 | 1.1217 | 0.1147 | 1.1217 | 1.0591 |
212
+ | No log | 26.8333 | 322 | 1.2467 | 0.1564 | 1.2467 | 1.1166 |
213
+ | No log | 27.0 | 324 | 1.3409 | 0.1265 | 1.3409 | 1.1580 |
214
+ | No log | 27.1667 | 326 | 1.3855 | 0.0627 | 1.3855 | 1.1771 |
215
+ | No log | 27.3333 | 328 | 1.3795 | 0.1205 | 1.3795 | 1.1745 |
216
+ | No log | 27.5 | 330 | 1.2722 | 0.1265 | 1.2722 | 1.1279 |
217
+ | No log | 27.6667 | 332 | 1.0952 | 0.1499 | 1.0952 | 1.0465 |
218
+ | No log | 27.8333 | 334 | 1.0133 | 0.1734 | 1.0133 | 1.0066 |
219
+ | No log | 28.0 | 336 | 1.0260 | 0.1734 | 1.0260 | 1.0129 |
220
+ | No log | 28.1667 | 338 | 1.1098 | 0.1747 | 1.1098 | 1.0535 |
221
+ | No log | 28.3333 | 340 | 1.1880 | 0.1564 | 1.1880 | 1.0900 |
222
+ | No log | 28.5 | 342 | 1.3581 | 0.1401 | 1.3581 | 1.1654 |
223
+ | No log | 28.6667 | 344 | 1.4535 | 0.1278 | 1.4535 | 1.2056 |
224
+ | No log | 28.8333 | 346 | 1.5588 | 0.1251 | 1.5588 | 1.2485 |
225
+ | No log | 29.0 | 348 | 1.5881 | 0.1251 | 1.5881 | 1.2602 |
226
+ | No log | 29.1667 | 350 | 1.5699 | 0.1251 | 1.5699 | 1.2530 |
227
+ | No log | 29.3333 | 352 | 1.4959 | 0.0803 | 1.4959 | 1.2231 |
228
+ | No log | 29.5 | 354 | 1.4115 | 0.1176 | 1.4115 | 1.1881 |
229
+ | No log | 29.6667 | 356 | 1.4102 | 0.1176 | 1.4102 | 1.1875 |
230
+ | No log | 29.8333 | 358 | 1.4567 | 0.1337 | 1.4567 | 1.2069 |
231
+ | No log | 30.0 | 360 | 1.5529 | 0.0803 | 1.5529 | 1.2462 |
232
+ | No log | 30.1667 | 362 | 1.6742 | 0.0457 | 1.6742 | 1.2939 |
233
+ | No log | 30.3333 | 364 | 1.6188 | 0.0741 | 1.6188 | 1.2723 |
234
+ | No log | 30.5 | 366 | 1.4315 | 0.1513 | 1.4315 | 1.1965 |
235
+ | No log | 30.6667 | 368 | 1.1956 | 0.1919 | 1.1956 | 1.0934 |
236
+ | No log | 30.8333 | 370 | 0.9844 | 0.2211 | 0.9844 | 0.9921 |
237
+ | No log | 31.0 | 372 | 0.8844 | 0.1867 | 0.8844 | 0.9404 |
238
+ | No log | 31.1667 | 374 | 0.8644 | 0.1962 | 0.8644 | 0.9297 |
239
+ | No log | 31.3333 | 376 | 0.8995 | 0.1584 | 0.8995 | 0.9484 |
240
+ | No log | 31.5 | 378 | 0.9935 | 0.2259 | 0.9935 | 0.9967 |
241
+ | No log | 31.6667 | 380 | 1.1299 | 0.2732 | 1.1299 | 1.0630 |
242
+ | No log | 31.8333 | 382 | 1.2653 | 0.1795 | 1.2653 | 1.1248 |
243
+ | No log | 32.0 | 384 | 1.2835 | 0.1795 | 1.2835 | 1.1329 |
244
+ | No log | 32.1667 | 386 | 1.2188 | 0.2100 | 1.2188 | 1.1040 |
245
+ | No log | 32.3333 | 388 | 1.1964 | 0.1599 | 1.1964 | 1.0938 |
246
+ | No log | 32.5 | 390 | 1.0861 | 0.2363 | 1.0861 | 1.0422 |
247
+ | No log | 32.6667 | 392 | 0.9612 | 0.2142 | 0.9612 | 0.9804 |
248
+ | No log | 32.8333 | 394 | 0.9000 | 0.1962 | 0.9000 | 0.9487 |
249
+ | No log | 33.0 | 396 | 0.9151 | 0.1584 | 0.9151 | 0.9566 |
250
+ | No log | 33.1667 | 398 | 0.9939 | 0.2410 | 0.9939 | 0.9970 |
251
+ | No log | 33.3333 | 400 | 1.1103 | 0.2363 | 1.1103 | 1.0537 |
252
+ | No log | 33.5 | 402 | 1.2230 | 0.1453 | 1.2230 | 1.1059 |
253
+ | No log | 33.6667 | 404 | 1.3540 | 0.1363 | 1.3540 | 1.1636 |
254
+ | No log | 33.8333 | 406 | 1.4655 | 0.1513 | 1.4655 | 1.2106 |
255
+ | No log | 34.0 | 408 | 1.4470 | 0.1334 | 1.4470 | 1.2029 |
256
+ | No log | 34.1667 | 410 | 1.3550 | 0.1175 | 1.3550 | 1.1640 |
257
+ | No log | 34.3333 | 412 | 1.2609 | 0.1497 | 1.2609 | 1.1229 |
258
+ | No log | 34.5 | 414 | 1.2480 | 0.1795 | 1.2480 | 1.1172 |
259
+ | No log | 34.6667 | 416 | 1.2842 | 0.1497 | 1.2842 | 1.1332 |
260
+ | No log | 34.8333 | 418 | 1.3443 | 0.1363 | 1.3443 | 1.1594 |
261
+ | No log | 35.0 | 420 | 1.3520 | 0.1363 | 1.3520 | 1.1628 |
262
+ | No log | 35.1667 | 422 | 1.2601 | 0.1638 | 1.2601 | 1.1225 |
263
+ | No log | 35.3333 | 424 | 1.0964 | 0.1787 | 1.0964 | 1.0471 |
264
+ | No log | 35.5 | 426 | 0.9688 | 0.1822 | 0.9688 | 0.9843 |
265
+ | No log | 35.6667 | 428 | 0.9255 | 0.1914 | 0.9255 | 0.9620 |
266
+ | No log | 35.8333 | 430 | 0.9269 | 0.1914 | 0.9269 | 0.9627 |
267
+ | No log | 36.0 | 432 | 0.9405 | 0.1180 | 0.9405 | 0.9698 |
268
+ | No log | 36.1667 | 434 | 1.0430 | 0.1385 | 1.0430 | 1.0213 |
269
+ | No log | 36.3333 | 436 | 1.2363 | 0.1956 | 1.2363 | 1.1119 |
270
+ | No log | 36.5 | 438 | 1.3858 | 0.1363 | 1.3858 | 1.1772 |
271
+ | No log | 36.6667 | 440 | 1.3576 | 0.1363 | 1.3576 | 1.1652 |
272
+ | No log | 36.8333 | 442 | 1.2336 | 0.1638 | 1.2336 | 1.1107 |
273
+ | No log | 37.0 | 444 | 1.1433 | 0.2031 | 1.1433 | 1.0693 |
274
+ | No log | 37.1667 | 446 | 1.0313 | 0.1274 | 1.0313 | 1.0155 |
275
+ | No log | 37.3333 | 448 | 0.9249 | 0.1867 | 0.9249 | 0.9617 |
276
+ | No log | 37.5 | 450 | 0.8619 | 0.2467 | 0.8619 | 0.9284 |
277
+ | No log | 37.6667 | 452 | 0.8716 | 0.2754 | 0.8716 | 0.9336 |
278
+ | No log | 37.8333 | 454 | 0.9290 | 0.1867 | 0.9290 | 0.9639 |
279
+ | No log | 38.0 | 456 | 1.0143 | 0.1385 | 1.0143 | 1.0071 |
280
+ | No log | 38.1667 | 458 | 1.0963 | 0.1827 | 1.0963 | 1.0470 |
281
+ | No log | 38.3333 | 460 | 1.1252 | 0.2271 | 1.1252 | 1.0608 |
282
+ | No log | 38.5 | 462 | 1.0936 | 0.1827 | 1.0936 | 1.0457 |
283
+ | No log | 38.6667 | 464 | 1.0521 | 0.1277 | 1.0521 | 1.0257 |
284
+ | No log | 38.8333 | 466 | 1.0492 | 0.1277 | 1.0492 | 1.0243 |
285
+ | No log | 39.0 | 468 | 1.0723 | 0.1277 | 1.0723 | 1.0355 |
286
+ | No log | 39.1667 | 470 | 1.0842 | 0.2075 | 1.0842 | 1.0413 |
287
+ | No log | 39.3333 | 472 | 1.1361 | 0.2412 | 1.1361 | 1.0659 |
288
+ | No log | 39.5 | 474 | 1.1357 | 0.2412 | 1.1357 | 1.0657 |
289
+ | No log | 39.6667 | 476 | 1.1395 | 0.2183 | 1.1395 | 1.0675 |
290
+ | No log | 39.8333 | 478 | 1.1764 | 0.2100 | 1.1764 | 1.0846 |
291
+ | No log | 40.0 | 480 | 1.1919 | 0.2100 | 1.1919 | 1.0918 |
292
+ | No log | 40.1667 | 482 | 1.1824 | 0.2100 | 1.1824 | 1.0874 |
293
+ | No log | 40.3333 | 484 | 1.0864 | 0.1499 | 1.0864 | 1.0423 |
294
+ | No log | 40.5 | 486 | 0.9841 | 0.1651 | 0.9841 | 0.9920 |
295
+ | No log | 40.6667 | 488 | 0.9537 | 0.1734 | 0.9537 | 0.9766 |
296
+ | No log | 40.8333 | 490 | 0.9934 | 0.1856 | 0.9934 | 0.9967 |
297
+ | No log | 41.0 | 492 | 1.0376 | 0.1815 | 1.0376 | 1.0186 |
298
+ | No log | 41.1667 | 494 | 1.0763 | 0.1653 | 1.0763 | 1.0375 |
299
+ | No log | 41.3333 | 496 | 1.1071 | 0.1846 | 1.1071 | 1.0522 |
300
+ | No log | 41.5 | 498 | 1.0653 | 0.2017 | 1.0653 | 1.0321 |
301
+ | 0.2113 | 41.6667 | 500 | 0.9747 | 0.1940 | 0.9747 | 0.9873 |
302
+ | 0.2113 | 41.8333 | 502 | 0.9370 | 0.2193 | 0.9370 | 0.9680 |
303
+ | 0.2113 | 42.0 | 504 | 0.9407 | 0.2142 | 0.9407 | 0.9699 |
304
+ | 0.2113 | 42.1667 | 506 | 0.9594 | 0.2046 | 0.9594 | 0.9795 |
305
+ | 0.2113 | 42.3333 | 508 | 0.9632 | 0.2308 | 0.9632 | 0.9814 |
306
+ | 0.2113 | 42.5 | 510 | 0.9971 | 0.1955 | 0.9971 | 0.9985 |
307
+ | 0.2113 | 42.6667 | 512 | 1.0829 | 0.2032 | 1.0829 | 1.0406 |
308
+ | 0.2113 | 42.8333 | 514 | 1.0943 | 0.2209 | 1.0943 | 1.0461 |
309
+ | 0.2113 | 43.0 | 516 | 1.0427 | 0.1653 | 1.0427 | 1.0211 |
310
+ | 0.2113 | 43.1667 | 518 | 0.9813 | 0.1815 | 0.9813 | 0.9906 |
311
+ | 0.2113 | 43.3333 | 520 | 0.9356 | 0.2670 | 0.9356 | 0.9673 |
312
+ | 0.2113 | 43.5 | 522 | 0.8764 | 0.2297 | 0.8764 | 0.9362 |
313
+ | 0.2113 | 43.6667 | 524 | 0.8614 | 0.2692 | 0.8614 | 0.9281 |
314
+ | 0.2113 | 43.8333 | 526 | 0.8617 | 0.2692 | 0.8617 | 0.9283 |
315
+ | 0.2113 | 44.0 | 528 | 0.8762 | 0.2297 | 0.8762 | 0.9361 |
316
+ | 0.2113 | 44.1667 | 530 | 0.9086 | 0.2297 | 0.9086 | 0.9532 |
317
+ | 0.2113 | 44.3333 | 532 | 0.9706 | 0.1594 | 0.9706 | 0.9852 |
318
+ | 0.2113 | 44.5 | 534 | 1.0774 | 0.1417 | 1.0774 | 1.0380 |
319
+ | 0.2113 | 44.6667 | 536 | 1.1670 | 0.1583 | 1.1670 | 1.0803 |
320
+ | 0.2113 | 44.8333 | 538 | 1.2170 | 0.1583 | 1.2170 | 1.1032 |
321
+ | 0.2113 | 45.0 | 540 | 1.2546 | 0.1453 | 1.2546 | 1.1201 |
322
 
323
 
324
  ### Framework versions