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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_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: 0.5333
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- - Qwk: 0.4929
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- - Mse: 0.5333
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- - Rmse: 0.7302
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  ## Model description
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@@ -47,276 +47,263 @@ 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 | 0.0377 | 2 | 2.7319 | -0.0262 | 2.7319 | 1.6528 |
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- | No log | 0.0755 | 4 | 1.4361 | 0.0518 | 1.4361 | 1.1984 |
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- | No log | 0.1132 | 6 | 1.1330 | -0.0927 | 1.1330 | 1.0644 |
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- | No log | 0.1509 | 8 | 1.0110 | -0.0112 | 1.0110 | 1.0055 |
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- | No log | 0.1887 | 10 | 1.0696 | 0.1238 | 1.0696 | 1.0342 |
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- | No log | 0.2264 | 12 | 0.9285 | 0.2142 | 0.9285 | 0.9636 |
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- | No log | 0.2642 | 14 | 0.8097 | 0.2440 | 0.8097 | 0.8998 |
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- | No log | 0.3019 | 16 | 0.7247 | 0.1953 | 0.7247 | 0.8513 |
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- | No log | 0.3396 | 18 | 0.6629 | 0.3010 | 0.6629 | 0.8142 |
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- | No log | 0.3774 | 20 | 0.7469 | 0.3693 | 0.7469 | 0.8642 |
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- | No log | 0.4151 | 22 | 0.9698 | 0.2335 | 0.9698 | 0.9848 |
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- | No log | 0.4528 | 24 | 1.0911 | 0.1935 | 1.0911 | 1.0446 |
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- | No log | 0.4906 | 26 | 0.8748 | 0.2613 | 0.8748 | 0.9353 |
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- | No log | 0.5283 | 28 | 0.6597 | 0.1282 | 0.6597 | 0.8122 |
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- | No log | 0.5660 | 30 | 0.8258 | 0.1183 | 0.8258 | 0.9087 |
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- | No log | 0.6038 | 32 | 1.1105 | 0.1869 | 1.1105 | 1.0538 |
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- | No log | 0.6415 | 34 | 1.0976 | 0.1573 | 1.0976 | 1.0477 |
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- | No log | 0.6792 | 36 | 0.9268 | 0.2982 | 0.9268 | 0.9627 |
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- | No log | 0.7170 | 38 | 0.7780 | 0.2206 | 0.7780 | 0.8820 |
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- | No log | 0.7547 | 40 | 0.7339 | 0.0840 | 0.7339 | 0.8567 |
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- | No log | 0.7925 | 42 | 0.7237 | 0.0840 | 0.7237 | 0.8507 |
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- | No log | 0.8302 | 44 | 0.7188 | 0.1660 | 0.7188 | 0.8478 |
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- | No log | 0.8679 | 46 | 0.7107 | 0.2786 | 0.7107 | 0.8431 |
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- | No log | 0.9057 | 48 | 0.7222 | 0.1699 | 0.7222 | 0.8498 |
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- | No log | 0.9434 | 50 | 0.7375 | 0.2589 | 0.7375 | 0.8588 |
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- | No log | 0.9811 | 52 | 0.7048 | 0.3305 | 0.7048 | 0.8395 |
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- | No log | 1.0189 | 54 | 0.7216 | 0.3289 | 0.7216 | 0.8495 |
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- | No log | 1.0566 | 56 | 0.7228 | 0.2621 | 0.7228 | 0.8502 |
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- | No log | 1.0943 | 58 | 0.8643 | 0.2410 | 0.8643 | 0.9297 |
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- | No log | 1.1321 | 60 | 0.9576 | 0.2703 | 0.9576 | 0.9786 |
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- | No log | 1.1698 | 62 | 1.1511 | 0.2543 | 1.1511 | 1.0729 |
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- | No log | 1.2075 | 64 | 1.0542 | 0.3225 | 1.0542 | 1.0268 |
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- | No log | 1.2453 | 66 | 1.0349 | 0.3006 | 1.0349 | 1.0173 |
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- | No log | 1.2830 | 68 | 0.8792 | 0.3294 | 0.8792 | 0.9376 |
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- | No log | 1.3208 | 70 | 0.7559 | 0.2950 | 0.7559 | 0.8694 |
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- | No log | 1.3585 | 72 | 0.7597 | 0.2652 | 0.7597 | 0.8716 |
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- | No log | 1.3962 | 74 | 0.7954 | 0.2754 | 0.7954 | 0.8918 |
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- | No log | 1.4340 | 76 | 0.9312 | 0.2836 | 0.9312 | 0.9650 |
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- | No log | 1.4717 | 78 | 1.0766 | 0.2437 | 1.0766 | 1.0376 |
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- | No log | 1.5094 | 80 | 1.2486 | 0.2880 | 1.2486 | 1.1174 |
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- | No log | 1.5472 | 82 | 1.2123 | 0.2691 | 1.2123 | 1.1011 |
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- | No log | 1.5849 | 84 | 0.8983 | 0.1808 | 0.8983 | 0.9478 |
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- | No log | 1.6226 | 86 | 0.7764 | 0.3183 | 0.7764 | 0.8811 |
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- | No log | 1.6604 | 88 | 0.7470 | 0.2576 | 0.7470 | 0.8643 |
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- | No log | 1.6981 | 90 | 0.7358 | 0.4072 | 0.7358 | 0.8578 |
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- | No log | 1.7358 | 92 | 0.6712 | 0.4158 | 0.6712 | 0.8192 |
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- | No log | 1.7736 | 94 | 0.6385 | 0.3336 | 0.6385 | 0.7991 |
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- | No log | 1.8113 | 96 | 0.6300 | 0.3407 | 0.6300 | 0.7937 |
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- | No log | 1.8491 | 98 | 0.6050 | 0.4459 | 0.6050 | 0.7778 |
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- | No log | 1.8868 | 100 | 0.6998 | 0.4788 | 0.6998 | 0.8365 |
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- | No log | 1.9245 | 102 | 0.9243 | 0.3538 | 0.9243 | 0.9614 |
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- | No log | 1.9623 | 104 | 0.8295 | 0.4384 | 0.8295 | 0.9108 |
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- | No log | 2.0 | 106 | 0.6225 | 0.3399 | 0.6225 | 0.7890 |
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- | No log | 2.0377 | 108 | 0.6421 | 0.3703 | 0.6421 | 0.8013 |
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- | No log | 2.0755 | 110 | 0.7471 | 0.2652 | 0.7471 | 0.8643 |
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- | No log | 2.1132 | 112 | 0.6740 | 0.3833 | 0.6740 | 0.8210 |
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- | No log | 2.1509 | 114 | 0.6292 | 0.4212 | 0.6292 | 0.7932 |
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- | No log | 2.1887 | 116 | 0.9467 | 0.2782 | 0.9467 | 0.9730 |
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- | No log | 2.2264 | 118 | 1.2354 | 0.2778 | 1.2354 | 1.1115 |
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- | No log | 2.2642 | 120 | 1.0988 | 0.2478 | 1.0988 | 1.0483 |
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- | No log | 2.3019 | 122 | 0.7472 | 0.4788 | 0.7472 | 0.8644 |
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- | No log | 2.3396 | 124 | 0.6448 | 0.3691 | 0.6448 | 0.8030 |
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- | No log | 2.3774 | 126 | 0.6701 | 0.3928 | 0.6701 | 0.8186 |
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- | No log | 2.4151 | 128 | 0.6386 | 0.3601 | 0.6386 | 0.7991 |
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- | No log | 2.4528 | 130 | 0.6052 | 0.3375 | 0.6052 | 0.7779 |
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- | No log | 2.4906 | 132 | 0.6124 | 0.4602 | 0.6124 | 0.7826 |
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- | No log | 2.5283 | 134 | 0.7190 | 0.4862 | 0.7190 | 0.8479 |
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- | No log | 2.5660 | 136 | 0.6719 | 0.4862 | 0.6719 | 0.8197 |
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- | No log | 2.6038 | 138 | 0.5602 | 0.4270 | 0.5602 | 0.7485 |
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- | No log | 2.6415 | 140 | 0.5497 | 0.4292 | 0.5497 | 0.7414 |
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- | No log | 2.6792 | 142 | 0.5652 | 0.3996 | 0.5652 | 0.7518 |
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- | No log | 2.7170 | 144 | 0.6177 | 0.4329 | 0.6177 | 0.7860 |
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- | No log | 2.7547 | 146 | 0.6589 | 0.4788 | 0.6589 | 0.8117 |
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- | No log | 2.7925 | 148 | 0.6194 | 0.4089 | 0.6194 | 0.7870 |
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- | No log | 2.8302 | 150 | 0.5481 | 0.4182 | 0.5481 | 0.7403 |
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- | No log | 2.8679 | 152 | 0.5528 | 0.2947 | 0.5528 | 0.7435 |
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- | No log | 2.9057 | 154 | 0.5717 | 0.3417 | 0.5717 | 0.7561 |
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- | No log | 2.9434 | 156 | 0.5539 | 0.3556 | 0.5539 | 0.7442 |
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- | No log | 2.9811 | 158 | 0.5698 | 0.4587 | 0.5698 | 0.7548 |
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- | No log | 3.0189 | 160 | 0.6083 | 0.4777 | 0.6083 | 0.7799 |
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- | No log | 3.0566 | 162 | 0.6183 | 0.3754 | 0.6183 | 0.7863 |
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- | No log | 3.0943 | 164 | 0.6286 | 0.3931 | 0.6286 | 0.7928 |
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- | No log | 3.1321 | 166 | 0.6261 | 0.3701 | 0.6261 | 0.7912 |
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- | No log | 3.1698 | 168 | 0.6149 | 0.4662 | 0.6149 | 0.7841 |
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- | No log | 3.2075 | 170 | 0.5961 | 0.4059 | 0.5961 | 0.7721 |
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- | No log | 3.2453 | 172 | 0.6446 | 0.4892 | 0.6446 | 0.8029 |
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- | No log | 3.2830 | 174 | 0.7446 | 0.5343 | 0.7446 | 0.8629 |
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- | No log | 3.3208 | 176 | 0.6728 | 0.5048 | 0.6728 | 0.8202 |
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- | No log | 3.3585 | 178 | 0.5562 | 0.3426 | 0.5562 | 0.7458 |
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- | No log | 3.3962 | 180 | 0.5647 | 0.3471 | 0.5647 | 0.7514 |
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- | No log | 3.4340 | 182 | 0.6458 | 0.4728 | 0.6458 | 0.8036 |
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- | No log | 3.4717 | 184 | 0.6695 | 0.4728 | 0.6695 | 0.8182 |
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- | No log | 3.5094 | 186 | 0.6016 | 0.3996 | 0.6016 | 0.7757 |
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- | No log | 3.5472 | 188 | 0.6026 | 0.3551 | 0.6026 | 0.7763 |
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- | No log | 3.5849 | 190 | 0.6146 | 0.3551 | 0.6146 | 0.7839 |
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- | No log | 3.6226 | 192 | 0.6273 | 0.2965 | 0.6273 | 0.7920 |
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- | No log | 3.6604 | 194 | 0.6265 | 0.3355 | 0.6265 | 0.7915 |
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- | No log | 3.6981 | 196 | 0.6574 | 0.3867 | 0.6574 | 0.8108 |
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- | No log | 3.7358 | 198 | 0.7285 | 0.4424 | 0.7285 | 0.8535 |
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- | No log | 3.7736 | 200 | 0.6694 | 0.4491 | 0.6694 | 0.8182 |
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- | No log | 3.8113 | 202 | 0.6128 | 0.3867 | 0.6128 | 0.7828 |
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- | No log | 3.8491 | 204 | 0.5945 | 0.3689 | 0.5945 | 0.7710 |
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- | No log | 3.8868 | 206 | 0.6365 | 0.3833 | 0.6365 | 0.7978 |
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- | No log | 3.9245 | 208 | 0.6323 | 0.3958 | 0.6323 | 0.7952 |
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- | No log | 3.9623 | 210 | 0.5822 | 0.4091 | 0.5822 | 0.7630 |
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- | No log | 4.0 | 212 | 0.5988 | 0.3615 | 0.5988 | 0.7738 |
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- | No log | 4.0377 | 214 | 0.6155 | 0.4190 | 0.6155 | 0.7845 |
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- | No log | 4.0755 | 216 | 0.6024 | 0.3891 | 0.6024 | 0.7762 |
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- | No log | 4.1132 | 218 | 0.6147 | 0.3408 | 0.6147 | 0.7840 |
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- | No log | 4.1509 | 220 | 0.6241 | 0.3891 | 0.6241 | 0.7900 |
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- | No log | 4.1887 | 222 | 0.6201 | 0.3355 | 0.6201 | 0.7875 |
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- | No log | 4.2264 | 224 | 0.5994 | 0.3253 | 0.5994 | 0.7742 |
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- | No log | 4.2642 | 226 | 0.6056 | 0.3320 | 0.6056 | 0.7782 |
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- | No log | 4.3019 | 228 | 0.6328 | 0.5083 | 0.6328 | 0.7955 |
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- | No log | 4.3396 | 230 | 0.5950 | 0.4569 | 0.5950 | 0.7713 |
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- | No log | 4.3774 | 232 | 0.5597 | 0.3865 | 0.5597 | 0.7481 |
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- | No log | 4.4151 | 234 | 0.5876 | 0.3996 | 0.5876 | 0.7666 |
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- | No log | 4.4528 | 236 | 0.6905 | 0.4788 | 0.6905 | 0.8309 |
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- | No log | 4.4906 | 238 | 0.6436 | 0.4644 | 0.6436 | 0.8022 |
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- | No log | 4.5283 | 240 | 0.5408 | 0.4419 | 0.5408 | 0.7354 |
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- | No log | 4.5660 | 242 | 0.6458 | 0.4783 | 0.6458 | 0.8036 |
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- | No log | 4.6038 | 244 | 0.6972 | 0.4466 | 0.6972 | 0.8350 |
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- | No log | 4.6415 | 246 | 0.5912 | 0.4886 | 0.5912 | 0.7689 |
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- | No log | 4.6792 | 248 | 0.5268 | 0.5286 | 0.5268 | 0.7258 |
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- | No log | 4.7170 | 250 | 0.5373 | 0.4505 | 0.5373 | 0.7330 |
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- | No log | 4.7547 | 252 | 0.5724 | 0.4391 | 0.5724 | 0.7565 |
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- | No log | 4.7925 | 254 | 0.5664 | 0.4611 | 0.5664 | 0.7526 |
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- | No log | 4.8302 | 256 | 0.5644 | 0.4407 | 0.5644 | 0.7512 |
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- | No log | 4.8679 | 258 | 0.5759 | 0.4802 | 0.5759 | 0.7589 |
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- | No log | 4.9057 | 260 | 0.5782 | 0.5028 | 0.5782 | 0.7604 |
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- | No log | 4.9434 | 262 | 0.5597 | 0.3939 | 0.5597 | 0.7482 |
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- | No log | 4.9811 | 264 | 0.5651 | 0.3886 | 0.5651 | 0.7517 |
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- | No log | 5.0189 | 266 | 0.5804 | 0.5009 | 0.5804 | 0.7618 |
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- | No log | 5.0566 | 268 | 0.5712 | 0.4829 | 0.5712 | 0.7558 |
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- | No log | 5.0943 | 270 | 0.5838 | 0.3572 | 0.5838 | 0.7641 |
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- | No log | 5.1321 | 272 | 0.6428 | 0.4167 | 0.6428 | 0.8018 |
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- | No log | 5.1698 | 274 | 0.6011 | 0.3737 | 0.6011 | 0.7753 |
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- | No log | 5.2075 | 276 | 0.5500 | 0.3782 | 0.5500 | 0.7416 |
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- | No log | 5.2453 | 278 | 0.5448 | 0.4224 | 0.5448 | 0.7381 |
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- | No log | 5.2830 | 280 | 0.5436 | 0.4061 | 0.5436 | 0.7373 |
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- | No log | 5.3208 | 282 | 0.5308 | 0.4515 | 0.5308 | 0.7285 |
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- | No log | 5.3585 | 284 | 0.5228 | 0.4264 | 0.5228 | 0.7230 |
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- | No log | 5.3962 | 286 | 0.5336 | 0.4685 | 0.5336 | 0.7305 |
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- | No log | 5.4340 | 288 | 0.5453 | 0.4243 | 0.5453 | 0.7385 |
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- | No log | 5.4717 | 290 | 0.5400 | 0.4685 | 0.5400 | 0.7349 |
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- | No log | 5.5094 | 292 | 0.5308 | 0.4685 | 0.5308 | 0.7286 |
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- | No log | 5.5472 | 294 | 0.5246 | 0.4888 | 0.5246 | 0.7243 |
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- | No log | 5.5849 | 296 | 0.5194 | 0.5250 | 0.5194 | 0.7207 |
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- | No log | 5.6226 | 298 | 0.5264 | 0.4329 | 0.5264 | 0.7255 |
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- | No log | 5.6604 | 300 | 0.5345 | 0.4575 | 0.5345 | 0.7311 |
202
- | No log | 5.6981 | 302 | 0.5317 | 0.4386 | 0.5317 | 0.7292 |
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- | No log | 5.7358 | 304 | 0.5332 | 0.4420 | 0.5332 | 0.7302 |
204
- | No log | 5.7736 | 306 | 0.5950 | 0.4247 | 0.5950 | 0.7714 |
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- | No log | 5.8113 | 308 | 0.5697 | 0.4076 | 0.5697 | 0.7548 |
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- | No log | 5.8491 | 310 | 0.5389 | 0.3809 | 0.5389 | 0.7341 |
207
- | No log | 5.8868 | 312 | 0.5722 | 0.5083 | 0.5722 | 0.7564 |
208
- | No log | 5.9245 | 314 | 0.5817 | 0.5544 | 0.5817 | 0.7627 |
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- | No log | 5.9623 | 316 | 0.5555 | 0.5078 | 0.5555 | 0.7453 |
210
- | No log | 6.0 | 318 | 0.5215 | 0.4904 | 0.5215 | 0.7222 |
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- | No log | 6.0377 | 320 | 0.5262 | 0.4724 | 0.5262 | 0.7254 |
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- | No log | 6.0755 | 322 | 0.5146 | 0.4743 | 0.5146 | 0.7174 |
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- | No log | 6.1132 | 324 | 0.5277 | 0.5078 | 0.5277 | 0.7264 |
214
- | No log | 6.1509 | 326 | 0.5660 | 0.5095 | 0.5660 | 0.7523 |
215
- | No log | 6.1887 | 328 | 0.5508 | 0.5455 | 0.5508 | 0.7422 |
216
- | No log | 6.2264 | 330 | 0.5025 | 0.5252 | 0.5025 | 0.7088 |
217
- | No log | 6.2642 | 332 | 0.5164 | 0.4788 | 0.5164 | 0.7186 |
218
- | No log | 6.3019 | 334 | 0.4958 | 0.5071 | 0.4958 | 0.7041 |
219
- | No log | 6.3396 | 336 | 0.5045 | 0.5811 | 0.5045 | 0.7103 |
220
- | No log | 6.3774 | 338 | 0.5873 | 0.5249 | 0.5873 | 0.7664 |
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- | No log | 6.4151 | 340 | 0.6010 | 0.5331 | 0.6010 | 0.7752 |
222
- | No log | 6.4528 | 342 | 0.5263 | 0.5373 | 0.5263 | 0.7255 |
223
- | No log | 6.4906 | 344 | 0.4960 | 0.5170 | 0.4960 | 0.7043 |
224
- | No log | 6.5283 | 346 | 0.5074 | 0.4983 | 0.5074 | 0.7124 |
225
- | No log | 6.5660 | 348 | 0.5054 | 0.4077 | 0.5054 | 0.7109 |
226
- | No log | 6.6038 | 350 | 0.5210 | 0.4958 | 0.5210 | 0.7218 |
227
- | No log | 6.6415 | 352 | 0.5613 | 0.5470 | 0.5613 | 0.7492 |
228
- | No log | 6.6792 | 354 | 0.5634 | 0.5470 | 0.5634 | 0.7506 |
229
- | No log | 6.7170 | 356 | 0.5339 | 0.5083 | 0.5339 | 0.7307 |
230
- | No log | 6.7547 | 358 | 0.5323 | 0.4821 | 0.5323 | 0.7296 |
231
- | No log | 6.7925 | 360 | 0.5366 | 0.4632 | 0.5366 | 0.7325 |
232
- | No log | 6.8302 | 362 | 0.5204 | 0.3964 | 0.5204 | 0.7214 |
233
- | No log | 6.8679 | 364 | 0.5179 | 0.4253 | 0.5179 | 0.7196 |
234
- | No log | 6.9057 | 366 | 0.5178 | 0.3939 | 0.5178 | 0.7196 |
235
- | No log | 6.9434 | 368 | 0.5303 | 0.4527 | 0.5303 | 0.7282 |
236
- | No log | 6.9811 | 370 | 0.5399 | 0.4527 | 0.5399 | 0.7348 |
237
- | No log | 7.0189 | 372 | 0.5512 | 0.4697 | 0.5512 | 0.7424 |
238
- | No log | 7.0566 | 374 | 0.5575 | 0.4697 | 0.5575 | 0.7467 |
239
- | No log | 7.0943 | 376 | 0.5577 | 0.4105 | 0.5577 | 0.7468 |
240
- | No log | 7.1321 | 378 | 0.5793 | 0.3598 | 0.5793 | 0.7611 |
241
- | No log | 7.1698 | 380 | 0.6110 | 0.3615 | 0.6110 | 0.7816 |
242
- | No log | 7.2075 | 382 | 0.5929 | 0.3325 | 0.5929 | 0.7700 |
243
- | No log | 7.2453 | 384 | 0.5800 | 0.4555 | 0.5800 | 0.7615 |
244
- | No log | 7.2830 | 386 | 0.5786 | 0.4635 | 0.5786 | 0.7607 |
245
- | No log | 7.3208 | 388 | 0.5568 | 0.3862 | 0.5568 | 0.7462 |
246
- | No log | 7.3585 | 390 | 0.5934 | 0.3545 | 0.5934 | 0.7703 |
247
- | No log | 7.3962 | 392 | 0.6012 | 0.3267 | 0.6012 | 0.7754 |
248
- | No log | 7.4340 | 394 | 0.5958 | 0.2943 | 0.5958 | 0.7719 |
249
- | No log | 7.4717 | 396 | 0.5745 | 0.3625 | 0.5745 | 0.7579 |
250
- | No log | 7.5094 | 398 | 0.5798 | 0.4717 | 0.5798 | 0.7615 |
251
- | No log | 7.5472 | 400 | 0.6060 | 0.4913 | 0.6060 | 0.7785 |
252
- | No log | 7.5849 | 402 | 0.5955 | 0.5250 | 0.5955 | 0.7717 |
253
- | No log | 7.6226 | 404 | 0.6088 | 0.3643 | 0.6088 | 0.7803 |
254
- | No log | 7.6604 | 406 | 0.6459 | 0.3640 | 0.6459 | 0.8037 |
255
- | No log | 7.6981 | 408 | 0.6996 | 0.3287 | 0.6996 | 0.8364 |
256
- | No log | 7.7358 | 410 | 0.7215 | 0.3985 | 0.7215 | 0.8494 |
257
- | No log | 7.7736 | 412 | 0.6381 | 0.3545 | 0.6381 | 0.7988 |
258
- | No log | 7.8113 | 414 | 0.5911 | 0.3324 | 0.5911 | 0.7688 |
259
- | No log | 7.8491 | 416 | 0.5752 | 0.3625 | 0.5752 | 0.7584 |
260
- | No log | 7.8868 | 418 | 0.5815 | 0.3762 | 0.5815 | 0.7625 |
261
- | No log | 7.9245 | 420 | 0.5722 | 0.3667 | 0.5722 | 0.7564 |
262
- | No log | 7.9623 | 422 | 0.5518 | 0.4536 | 0.5518 | 0.7428 |
263
- | No log | 8.0 | 424 | 0.5445 | 0.4536 | 0.5445 | 0.7379 |
264
- | No log | 8.0377 | 426 | 0.5391 | 0.4082 | 0.5391 | 0.7342 |
265
- | No log | 8.0755 | 428 | 0.5362 | 0.4082 | 0.5362 | 0.7322 |
266
- | No log | 8.1132 | 430 | 0.5444 | 0.4114 | 0.5444 | 0.7378 |
267
- | No log | 8.1509 | 432 | 0.6008 | 0.3918 | 0.6008 | 0.7751 |
268
- | No log | 8.1887 | 434 | 0.6349 | 0.4167 | 0.6349 | 0.7968 |
269
- | No log | 8.2264 | 436 | 0.6172 | 0.4167 | 0.6172 | 0.7856 |
270
- | No log | 8.2642 | 438 | 0.6639 | 0.4167 | 0.6639 | 0.8148 |
271
- | No log | 8.3019 | 440 | 0.6484 | 0.4167 | 0.6484 | 0.8052 |
272
- | No log | 8.3396 | 442 | 0.6168 | 0.3918 | 0.6168 | 0.7854 |
273
- | No log | 8.3774 | 444 | 0.5562 | 0.3211 | 0.5562 | 0.7458 |
274
- | No log | 8.4151 | 446 | 0.5479 | 0.3308 | 0.5479 | 0.7402 |
275
- | No log | 8.4528 | 448 | 0.5522 | 0.3701 | 0.5522 | 0.7431 |
276
- | No log | 8.4906 | 450 | 0.5513 | 0.3894 | 0.5513 | 0.7425 |
277
- | No log | 8.5283 | 452 | 0.5549 | 0.4158 | 0.5549 | 0.7449 |
278
- | No log | 8.5660 | 454 | 0.5980 | 0.4409 | 0.5980 | 0.7733 |
279
- | No log | 8.6038 | 456 | 0.5915 | 0.4502 | 0.5915 | 0.7691 |
280
- | No log | 8.6415 | 458 | 0.5335 | 0.4864 | 0.5335 | 0.7304 |
281
- | No log | 8.6792 | 460 | 0.5102 | 0.5167 | 0.5102 | 0.7143 |
282
- | No log | 8.7170 | 462 | 0.5055 | 0.4820 | 0.5055 | 0.7110 |
283
- | No log | 8.7547 | 464 | 0.5287 | 0.4466 | 0.5287 | 0.7271 |
284
- | No log | 8.7925 | 466 | 0.5269 | 0.4205 | 0.5269 | 0.7259 |
285
- | No log | 8.8302 | 468 | 0.5168 | 0.4229 | 0.5168 | 0.7189 |
286
- | No log | 8.8679 | 470 | 0.5772 | 0.4167 | 0.5772 | 0.7597 |
287
- | No log | 8.9057 | 472 | 0.6921 | 0.4783 | 0.6921 | 0.8319 |
288
- | No log | 8.9434 | 474 | 0.6679 | 0.4783 | 0.6679 | 0.8173 |
289
- | No log | 8.9811 | 476 | 0.5516 | 0.4664 | 0.5516 | 0.7427 |
290
- | No log | 9.0189 | 478 | 0.4971 | 0.5195 | 0.4971 | 0.7051 |
291
- | No log | 9.0566 | 480 | 0.5020 | 0.5195 | 0.5020 | 0.7085 |
292
- | No log | 9.0943 | 482 | 0.4924 | 0.4742 | 0.4924 | 0.7017 |
293
- | No log | 9.1321 | 484 | 0.4950 | 0.5003 | 0.4950 | 0.7036 |
294
- | No log | 9.1698 | 486 | 0.5276 | 0.4835 | 0.5276 | 0.7264 |
295
- | No log | 9.2075 | 488 | 0.5324 | 0.4835 | 0.5324 | 0.7297 |
296
- | No log | 9.2453 | 490 | 0.5320 | 0.5017 | 0.5320 | 0.7294 |
297
- | No log | 9.2830 | 492 | 0.5558 | 0.4835 | 0.5558 | 0.7455 |
298
- | No log | 9.3208 | 494 | 0.5243 | 0.4437 | 0.5243 | 0.7241 |
299
- | No log | 9.3585 | 496 | 0.4888 | 0.5003 | 0.4888 | 0.6991 |
300
- | No log | 9.3962 | 498 | 0.4825 | 0.4402 | 0.4825 | 0.6946 |
301
- | 0.3426 | 9.4340 | 500 | 0.4982 | 0.5131 | 0.4982 | 0.7058 |
302
- | 0.3426 | 9.4717 | 502 | 0.5118 | 0.4925 | 0.5118 | 0.7154 |
303
- | 0.3426 | 9.5094 | 504 | 0.5032 | 0.4875 | 0.5032 | 0.7093 |
304
- | 0.3426 | 9.5472 | 506 | 0.4815 | 0.5057 | 0.4815 | 0.6939 |
305
- | 0.3426 | 9.5849 | 508 | 0.4885 | 0.5683 | 0.4885 | 0.6990 |
306
- | 0.3426 | 9.6226 | 510 | 0.4963 | 0.5353 | 0.4963 | 0.7045 |
307
- | 0.3426 | 9.6604 | 512 | 0.5263 | 0.5324 | 0.5263 | 0.7255 |
308
- | 0.3426 | 9.6981 | 514 | 0.5354 | 0.4513 | 0.5354 | 0.7317 |
309
- | 0.3426 | 9.7358 | 516 | 0.5037 | 0.4855 | 0.5037 | 0.7097 |
310
- | 0.3426 | 9.7736 | 518 | 0.4846 | 0.5912 | 0.4846 | 0.6961 |
311
- | 0.3426 | 9.8113 | 520 | 0.4918 | 0.5335 | 0.4918 | 0.7013 |
312
- | 0.3426 | 9.8491 | 522 | 0.5099 | 0.5352 | 0.5099 | 0.7141 |
313
- | 0.3426 | 9.8868 | 524 | 0.4930 | 0.5335 | 0.4930 | 0.7021 |
314
- | 0.3426 | 9.9245 | 526 | 0.4949 | 0.5306 | 0.4949 | 0.7035 |
315
- | 0.3426 | 9.9623 | 528 | 0.5303 | 0.4929 | 0.5303 | 0.7282 |
316
- | 0.3426 | 10.0 | 530 | 0.5219 | 0.4968 | 0.5219 | 0.7225 |
317
- | 0.3426 | 10.0377 | 532 | 0.5380 | 0.4801 | 0.5380 | 0.7335 |
318
- | 0.3426 | 10.0755 | 534 | 0.5379 | 0.4864 | 0.5379 | 0.7334 |
319
- | 0.3426 | 10.1132 | 536 | 0.5333 | 0.4929 | 0.5333 | 0.7302 |
320
 
321
 
322
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_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: 0.6296
19
+ - Qwk: 0.4747
20
+ - Mse: 0.6296
21
+ - Rmse: 0.7935
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0351 | 2 | 2.5993 | -0.1089 | 2.5993 | 1.6122 |
53
+ | No log | 0.0702 | 4 | 1.3925 | 0.0704 | 1.3925 | 1.1800 |
54
+ | No log | 0.1053 | 6 | 0.9779 | -0.0658 | 0.9779 | 0.9889 |
55
+ | No log | 0.1404 | 8 | 0.8384 | 0.0787 | 0.8384 | 0.9156 |
56
+ | No log | 0.1754 | 10 | 0.8048 | 0.1706 | 0.8048 | 0.8971 |
57
+ | No log | 0.2105 | 12 | 1.0519 | 0.2183 | 1.0519 | 1.0256 |
58
+ | No log | 0.2456 | 14 | 1.0611 | 0.2183 | 1.0611 | 1.0301 |
59
+ | No log | 0.2807 | 16 | 0.7720 | 0.1790 | 0.7720 | 0.8786 |
60
+ | No log | 0.3158 | 18 | 0.8311 | 0.3331 | 0.8311 | 0.9116 |
61
+ | No log | 0.3509 | 20 | 0.7914 | 0.3477 | 0.7914 | 0.8896 |
62
+ | No log | 0.3860 | 22 | 0.7727 | 0.3802 | 0.7727 | 0.8790 |
63
+ | No log | 0.4211 | 24 | 0.7075 | 0.2819 | 0.7075 | 0.8411 |
64
+ | No log | 0.4561 | 26 | 0.8642 | 0.2518 | 0.8642 | 0.9296 |
65
+ | No log | 0.4912 | 28 | 1.1893 | 0.1497 | 1.1893 | 1.0906 |
66
+ | No log | 0.5263 | 30 | 1.1137 | 0.2059 | 1.1137 | 1.0553 |
67
+ | No log | 0.5614 | 32 | 0.8921 | 0.3231 | 0.8921 | 0.9445 |
68
+ | No log | 0.5965 | 34 | 0.6775 | 0.2336 | 0.6775 | 0.8231 |
69
+ | No log | 0.6316 | 36 | 0.6633 | 0.2002 | 0.6633 | 0.8144 |
70
+ | No log | 0.6667 | 38 | 0.7332 | 0.3426 | 0.7332 | 0.8563 |
71
+ | No log | 0.7018 | 40 | 0.7069 | 0.3426 | 0.7069 | 0.8407 |
72
+ | No log | 0.7368 | 42 | 0.6880 | 0.2543 | 0.6880 | 0.8295 |
73
+ | No log | 0.7719 | 44 | 0.6940 | 0.3675 | 0.6940 | 0.8331 |
74
+ | No log | 0.8070 | 46 | 0.8101 | 0.2808 | 0.8101 | 0.9001 |
75
+ | No log | 0.8421 | 48 | 0.7906 | 0.2498 | 0.7906 | 0.8891 |
76
+ | No log | 0.8772 | 50 | 0.8138 | 0.2995 | 0.8138 | 0.9021 |
77
+ | No log | 0.9123 | 52 | 0.7323 | 0.2319 | 0.7323 | 0.8557 |
78
+ | No log | 0.9474 | 54 | 0.7122 | 0.2319 | 0.7122 | 0.8439 |
79
+ | No log | 0.9825 | 56 | 0.7817 | 0.2662 | 0.7817 | 0.8841 |
80
+ | No log | 1.0175 | 58 | 0.9987 | 0.2910 | 0.9987 | 0.9994 |
81
+ | No log | 1.0526 | 60 | 1.0215 | 0.3052 | 1.0215 | 1.0107 |
82
+ | No log | 1.0877 | 62 | 0.8413 | 0.3699 | 0.8413 | 0.9172 |
83
+ | No log | 1.1228 | 64 | 0.6826 | 0.3224 | 0.6826 | 0.8262 |
84
+ | No log | 1.1579 | 66 | 0.7721 | 0.3189 | 0.7721 | 0.8787 |
85
+ | No log | 1.1930 | 68 | 0.9948 | 0.2474 | 0.9948 | 0.9974 |
86
+ | No log | 1.2281 | 70 | 1.0649 | 0.1737 | 1.0649 | 1.0320 |
87
+ | No log | 1.2632 | 72 | 0.8546 | 0.2505 | 0.8546 | 0.9244 |
88
+ | No log | 1.2982 | 74 | 0.6777 | 0.1903 | 0.6777 | 0.8232 |
89
+ | No log | 1.3333 | 76 | 0.7186 | 0.2589 | 0.7186 | 0.8477 |
90
+ | No log | 1.3684 | 78 | 0.8088 | 0.3699 | 0.8088 | 0.8993 |
91
+ | No log | 1.4035 | 80 | 0.7776 | 0.2932 | 0.7776 | 0.8818 |
92
+ | No log | 1.4386 | 82 | 0.7249 | 0.2383 | 0.7249 | 0.8514 |
93
+ | No log | 1.4737 | 84 | 0.7271 | 0.2751 | 0.7271 | 0.8527 |
94
+ | No log | 1.5088 | 86 | 0.7405 | 0.2383 | 0.7405 | 0.8605 |
95
+ | No log | 1.5439 | 88 | 0.7591 | 0.2383 | 0.7591 | 0.8713 |
96
+ | No log | 1.5789 | 90 | 0.8920 | 0.3239 | 0.8920 | 0.9444 |
97
+ | No log | 1.6140 | 92 | 0.9941 | 0.3411 | 0.9941 | 0.9970 |
98
+ | No log | 1.6491 | 94 | 0.9277 | 0.3346 | 0.9277 | 0.9632 |
99
+ | No log | 1.6842 | 96 | 0.9016 | 0.3290 | 0.9016 | 0.9495 |
100
+ | No log | 1.7193 | 98 | 0.8597 | 0.3160 | 0.8597 | 0.9272 |
101
+ | No log | 1.7544 | 100 | 0.9324 | 0.2872 | 0.9324 | 0.9656 |
102
+ | No log | 1.7895 | 102 | 0.9731 | 0.2524 | 0.9731 | 0.9865 |
103
+ | No log | 1.8246 | 104 | 0.7540 | 0.3817 | 0.7540 | 0.8684 |
104
+ | No log | 1.8596 | 106 | 0.7439 | 0.3899 | 0.7439 | 0.8625 |
105
+ | No log | 1.8947 | 108 | 0.8255 | 0.3849 | 0.8255 | 0.9086 |
106
+ | No log | 1.9298 | 110 | 0.6831 | 0.3671 | 0.6831 | 0.8265 |
107
+ | No log | 1.9649 | 112 | 0.6665 | 0.3762 | 0.6665 | 0.8164 |
108
+ | No log | 2.0 | 114 | 0.7088 | 0.3425 | 0.7088 | 0.8419 |
109
+ | No log | 2.0351 | 116 | 0.7042 | 0.3471 | 0.7042 | 0.8392 |
110
+ | No log | 2.0702 | 118 | 0.6582 | 0.3782 | 0.6582 | 0.8113 |
111
+ | No log | 2.1053 | 120 | 0.6710 | 0.2685 | 0.6710 | 0.8191 |
112
+ | No log | 2.1404 | 122 | 0.7429 | 0.3399 | 0.7429 | 0.8619 |
113
+ | No log | 2.1754 | 124 | 0.7860 | 0.3794 | 0.7860 | 0.8866 |
114
+ | No log | 2.2105 | 126 | 0.9488 | 0.3596 | 0.9488 | 0.9741 |
115
+ | No log | 2.2456 | 128 | 0.9464 | 0.3965 | 0.9464 | 0.9728 |
116
+ | No log | 2.2807 | 130 | 0.8791 | 0.3955 | 0.8791 | 0.9376 |
117
+ | No log | 2.3158 | 132 | 1.1338 | 0.3096 | 1.1338 | 1.0648 |
118
+ | No log | 2.3509 | 134 | 1.4677 | 0.2655 | 1.4677 | 1.2115 |
119
+ | No log | 2.3860 | 136 | 1.2222 | 0.3160 | 1.2222 | 1.1055 |
120
+ | No log | 2.4211 | 138 | 0.8203 | 0.3261 | 0.8203 | 0.9057 |
121
+ | No log | 2.4561 | 140 | 0.6480 | 0.3296 | 0.6480 | 0.8050 |
122
+ | No log | 2.4912 | 142 | 0.6552 | 0.3863 | 0.6552 | 0.8094 |
123
+ | No log | 2.5263 | 144 | 0.6397 | 0.3341 | 0.6397 | 0.7998 |
124
+ | No log | 2.5614 | 146 | 0.8023 | 0.3564 | 0.8023 | 0.8957 |
125
+ | No log | 2.5965 | 148 | 0.8978 | 0.2939 | 0.8978 | 0.9475 |
126
+ | No log | 2.6316 | 150 | 0.7543 | 0.3564 | 0.7543 | 0.8685 |
127
+ | No log | 2.6667 | 152 | 0.6690 | 0.3865 | 0.6690 | 0.8179 |
128
+ | No log | 2.7018 | 154 | 0.6735 | 0.3837 | 0.6735 | 0.8207 |
129
+ | No log | 2.7368 | 156 | 0.6885 | 0.3665 | 0.6885 | 0.8298 |
130
+ | No log | 2.7719 | 158 | 0.9490 | 0.3627 | 0.9490 | 0.9742 |
131
+ | No log | 2.8070 | 160 | 1.1529 | 0.2444 | 1.1529 | 1.0737 |
132
+ | No log | 2.8421 | 162 | 0.9888 | 0.3627 | 0.9888 | 0.9944 |
133
+ | No log | 2.8772 | 164 | 0.7059 | 0.4081 | 0.7059 | 0.8402 |
134
+ | No log | 2.9123 | 166 | 0.6624 | 0.3862 | 0.6624 | 0.8139 |
135
+ | No log | 2.9474 | 168 | 0.7452 | 0.3099 | 0.7452 | 0.8633 |
136
+ | No log | 2.9825 | 170 | 0.6978 | 0.3167 | 0.6978 | 0.8354 |
137
+ | No log | 3.0175 | 172 | 0.6349 | 0.4019 | 0.6349 | 0.7968 |
138
+ | No log | 3.0526 | 174 | 0.6770 | 0.3737 | 0.6770 | 0.8228 |
139
+ | No log | 3.0877 | 176 | 0.6894 | 0.3444 | 0.6894 | 0.8303 |
140
+ | No log | 3.1228 | 178 | 0.6421 | 0.3782 | 0.6421 | 0.8013 |
141
+ | No log | 3.1579 | 180 | 0.6573 | 0.2389 | 0.6573 | 0.8107 |
142
+ | No log | 3.1930 | 182 | 0.6547 | 0.2389 | 0.6547 | 0.8092 |
143
+ | No log | 3.2281 | 184 | 0.6329 | 0.2540 | 0.6329 | 0.7956 |
144
+ | No log | 3.2632 | 186 | 0.6565 | 0.4592 | 0.6565 | 0.8102 |
145
+ | No log | 3.2982 | 188 | 0.6727 | 0.4158 | 0.6727 | 0.8202 |
146
+ | No log | 3.3333 | 190 | 0.6843 | 0.3662 | 0.6843 | 0.8272 |
147
+ | No log | 3.3684 | 192 | 0.6202 | 0.4547 | 0.6202 | 0.7875 |
148
+ | No log | 3.4035 | 194 | 0.6138 | 0.4397 | 0.6138 | 0.7835 |
149
+ | No log | 3.4386 | 196 | 0.6052 | 0.4253 | 0.6052 | 0.7779 |
150
+ | No log | 3.4737 | 198 | 0.6009 | 0.5042 | 0.6009 | 0.7752 |
151
+ | No log | 3.5088 | 200 | 0.5949 | 0.4972 | 0.5949 | 0.7713 |
152
+ | No log | 3.5439 | 202 | 0.5969 | 0.4722 | 0.5969 | 0.7726 |
153
+ | No log | 3.5789 | 204 | 0.6040 | 0.4527 | 0.6040 | 0.7772 |
154
+ | No log | 3.6140 | 206 | 0.6204 | 0.4486 | 0.6204 | 0.7876 |
155
+ | No log | 3.6491 | 208 | 0.6062 | 0.4423 | 0.6062 | 0.7786 |
156
+ | No log | 3.6842 | 210 | 0.6380 | 0.4576 | 0.6380 | 0.7988 |
157
+ | No log | 3.7193 | 212 | 0.7512 | 0.4223 | 0.7512 | 0.8667 |
158
+ | No log | 3.7544 | 214 | 0.6932 | 0.4451 | 0.6932 | 0.8326 |
159
+ | No log | 3.7895 | 216 | 0.6411 | 0.4875 | 0.6411 | 0.8007 |
160
+ | No log | 3.8246 | 218 | 0.6032 | 0.4068 | 0.6032 | 0.7767 |
161
+ | No log | 3.8596 | 220 | 0.7526 | 0.3640 | 0.7526 | 0.8675 |
162
+ | No log | 3.8947 | 222 | 0.9156 | 0.2066 | 0.9156 | 0.9569 |
163
+ | No log | 3.9298 | 224 | 0.8713 | 0.3274 | 0.8713 | 0.9334 |
164
+ | No log | 3.9649 | 226 | 0.7097 | 0.4395 | 0.7097 | 0.8424 |
165
+ | No log | 4.0 | 228 | 0.6101 | 0.2884 | 0.6101 | 0.7811 |
166
+ | No log | 4.0351 | 230 | 0.6734 | 0.3737 | 0.6734 | 0.8206 |
167
+ | No log | 4.0702 | 232 | 0.7719 | 0.2843 | 0.7719 | 0.8786 |
168
+ | No log | 4.1053 | 234 | 0.7465 | 0.3519 | 0.7465 | 0.8640 |
169
+ | No log | 4.1404 | 236 | 0.6325 | 0.3296 | 0.6325 | 0.7953 |
170
+ | No log | 4.1754 | 238 | 0.6115 | 0.3702 | 0.6115 | 0.7820 |
171
+ | No log | 4.2105 | 240 | 0.6232 | 0.4044 | 0.6232 | 0.7894 |
172
+ | No log | 4.2456 | 242 | 0.7091 | 0.4089 | 0.7091 | 0.8421 |
173
+ | No log | 4.2807 | 244 | 0.7336 | 0.4089 | 0.7336 | 0.8565 |
174
+ | No log | 4.3158 | 246 | 0.6449 | 0.4212 | 0.6449 | 0.8031 |
175
+ | No log | 4.3509 | 248 | 0.5970 | 0.4147 | 0.5970 | 0.7727 |
176
+ | No log | 4.3860 | 250 | 0.5875 | 0.3426 | 0.5875 | 0.7665 |
177
+ | No log | 4.4211 | 252 | 0.5876 | 0.3502 | 0.5876 | 0.7665 |
178
+ | No log | 4.4561 | 254 | 0.6318 | 0.3840 | 0.6318 | 0.7949 |
179
+ | No log | 4.4912 | 256 | 0.7017 | 0.3590 | 0.7017 | 0.8377 |
180
+ | No log | 4.5263 | 258 | 0.7069 | 0.3609 | 0.7069 | 0.8408 |
181
+ | No log | 4.5614 | 260 | 0.6473 | 0.3840 | 0.6473 | 0.8045 |
182
+ | No log | 4.5965 | 262 | 0.6130 | 0.3840 | 0.6130 | 0.7829 |
183
+ | No log | 4.6316 | 264 | 0.5868 | 0.4229 | 0.5868 | 0.7661 |
184
+ | No log | 4.6667 | 266 | 0.5742 | 0.4505 | 0.5742 | 0.7578 |
185
+ | No log | 4.7018 | 268 | 0.5739 | 0.4742 | 0.5739 | 0.7576 |
186
+ | No log | 4.7368 | 270 | 0.5805 | 0.4300 | 0.5805 | 0.7619 |
187
+ | No log | 4.7719 | 272 | 0.5915 | 0.4576 | 0.5915 | 0.7691 |
188
+ | No log | 4.8070 | 274 | 0.5709 | 0.4701 | 0.5709 | 0.7556 |
189
+ | No log | 4.8421 | 276 | 0.5685 | 0.4527 | 0.5685 | 0.7540 |
190
+ | No log | 4.8772 | 278 | 0.5732 | 0.4527 | 0.5732 | 0.7571 |
191
+ | No log | 4.9123 | 280 | 0.5566 | 0.4240 | 0.5566 | 0.7461 |
192
+ | No log | 4.9474 | 282 | 0.5606 | 0.4659 | 0.5606 | 0.7487 |
193
+ | No log | 4.9825 | 284 | 0.6286 | 0.3894 | 0.6286 | 0.7929 |
194
+ | No log | 5.0175 | 286 | 0.6844 | 0.3918 | 0.6844 | 0.8273 |
195
+ | No log | 5.0526 | 288 | 0.6368 | 0.4076 | 0.6368 | 0.7980 |
196
+ | No log | 5.0877 | 290 | 0.6214 | 0.3976 | 0.6214 | 0.7883 |
197
+ | No log | 5.1228 | 292 | 0.6600 | 0.4076 | 0.6600 | 0.8124 |
198
+ | No log | 5.1579 | 294 | 0.6494 | 0.3942 | 0.6494 | 0.8059 |
199
+ | No log | 5.1930 | 296 | 0.6124 | 0.3763 | 0.6124 | 0.7825 |
200
+ | No log | 5.2281 | 298 | 0.5921 | 0.4101 | 0.5921 | 0.7695 |
201
+ | No log | 5.2632 | 300 | 0.6097 | 0.4463 | 0.6097 | 0.7808 |
202
+ | No log | 5.2982 | 302 | 0.6814 | 0.3936 | 0.6814 | 0.8255 |
203
+ | No log | 5.3333 | 304 | 0.9566 | 0.4056 | 0.9566 | 0.9781 |
204
+ | No log | 5.3684 | 306 | 1.1125 | 0.3241 | 1.1125 | 1.0548 |
205
+ | No log | 5.4035 | 308 | 0.9951 | 0.3174 | 0.9951 | 0.9975 |
206
+ | No log | 5.4386 | 310 | 0.7285 | 0.4272 | 0.7285 | 0.8535 |
207
+ | No log | 5.4737 | 312 | 0.6028 | 0.4044 | 0.6028 | 0.7764 |
208
+ | No log | 5.5088 | 314 | 0.6284 | 0.4367 | 0.6284 | 0.7927 |
209
+ | No log | 5.5439 | 316 | 0.6106 | 0.3988 | 0.6106 | 0.7814 |
210
+ | No log | 5.5789 | 318 | 0.5896 | 0.3808 | 0.5896 | 0.7678 |
211
+ | No log | 5.6140 | 320 | 0.6162 | 0.3524 | 0.6162 | 0.7850 |
212
+ | No log | 5.6491 | 322 | 0.6538 | 0.4270 | 0.6538 | 0.8086 |
213
+ | No log | 5.6842 | 324 | 0.7078 | 0.3723 | 0.7078 | 0.8413 |
214
+ | No log | 5.7193 | 326 | 0.6786 | 0.3794 | 0.6786 | 0.8238 |
215
+ | No log | 5.7544 | 328 | 0.5978 | 0.4747 | 0.5978 | 0.7732 |
216
+ | No log | 5.7895 | 330 | 0.5827 | 0.4384 | 0.5827 | 0.7634 |
217
+ | No log | 5.8246 | 332 | 0.5884 | 0.4407 | 0.5884 | 0.7671 |
218
+ | No log | 5.8596 | 334 | 0.5780 | 0.4878 | 0.5780 | 0.7602 |
219
+ | No log | 5.8947 | 336 | 0.5732 | 0.5361 | 0.5732 | 0.7571 |
220
+ | No log | 5.9298 | 338 | 0.5661 | 0.5344 | 0.5661 | 0.7524 |
221
+ | No log | 5.9649 | 340 | 0.5581 | 0.5584 | 0.5581 | 0.7471 |
222
+ | No log | 6.0 | 342 | 0.5533 | 0.5042 | 0.5533 | 0.7438 |
223
+ | No log | 6.0351 | 344 | 0.5526 | 0.4809 | 0.5526 | 0.7434 |
224
+ | No log | 6.0702 | 346 | 0.5540 | 0.5095 | 0.5540 | 0.7443 |
225
+ | No log | 6.1053 | 348 | 0.5699 | 0.4984 | 0.5699 | 0.7549 |
226
+ | No log | 6.1404 | 350 | 0.5665 | 0.5404 | 0.5665 | 0.7527 |
227
+ | No log | 6.1754 | 352 | 0.5620 | 0.4918 | 0.5620 | 0.7497 |
228
+ | No log | 6.2105 | 354 | 0.5810 | 0.4569 | 0.5810 | 0.7622 |
229
+ | No log | 6.2456 | 356 | 0.5591 | 0.4829 | 0.5591 | 0.7477 |
230
+ | No log | 6.2807 | 358 | 0.5593 | 0.4768 | 0.5593 | 0.7479 |
231
+ | No log | 6.3158 | 360 | 0.5484 | 0.4299 | 0.5484 | 0.7405 |
232
+ | No log | 6.3509 | 362 | 0.5519 | 0.4384 | 0.5519 | 0.7429 |
233
+ | No log | 6.3860 | 364 | 0.5485 | 0.3808 | 0.5485 | 0.7406 |
234
+ | No log | 6.4211 | 366 | 0.5458 | 0.4211 | 0.5458 | 0.7388 |
235
+ | No log | 6.4561 | 368 | 0.5382 | 0.4299 | 0.5382 | 0.7336 |
236
+ | No log | 6.4912 | 370 | 0.5343 | 0.5361 | 0.5343 | 0.7310 |
237
+ | No log | 6.5263 | 372 | 0.5327 | 0.5061 | 0.5327 | 0.7299 |
238
+ | No log | 6.5614 | 374 | 0.5695 | 0.4448 | 0.5695 | 0.7546 |
239
+ | No log | 6.5965 | 376 | 0.6322 | 0.5101 | 0.6322 | 0.7951 |
240
+ | No log | 6.6316 | 378 | 0.6120 | 0.4713 | 0.6120 | 0.7823 |
241
+ | No log | 6.6667 | 380 | 0.5725 | 0.4444 | 0.5725 | 0.7566 |
242
+ | No log | 6.7018 | 382 | 0.6153 | 0.5632 | 0.6153 | 0.7844 |
243
+ | No log | 6.7368 | 384 | 0.6885 | 0.4845 | 0.6885 | 0.8297 |
244
+ | No log | 6.7719 | 386 | 0.6741 | 0.4622 | 0.6741 | 0.8211 |
245
+ | No log | 6.8070 | 388 | 0.6107 | 0.6214 | 0.6107 | 0.7815 |
246
+ | No log | 6.8421 | 390 | 0.5970 | 0.4742 | 0.5970 | 0.7726 |
247
+ | No log | 6.8772 | 392 | 0.6030 | 0.4444 | 0.6030 | 0.7765 |
248
+ | No log | 6.9123 | 394 | 0.6080 | 0.4505 | 0.6080 | 0.7798 |
249
+ | No log | 6.9474 | 396 | 0.6051 | 0.4742 | 0.6051 | 0.7779 |
250
+ | No log | 6.9825 | 398 | 0.6112 | 0.4678 | 0.6112 | 0.7818 |
251
+ | No log | 7.0175 | 400 | 0.6205 | 0.3982 | 0.6205 | 0.7877 |
252
+ | No log | 7.0526 | 402 | 0.6351 | 0.3357 | 0.6351 | 0.7969 |
253
+ | No log | 7.0877 | 404 | 0.6405 | 0.3635 | 0.6405 | 0.8003 |
254
+ | No log | 7.1228 | 406 | 0.6073 | 0.3906 | 0.6073 | 0.7793 |
255
+ | No log | 7.1579 | 408 | 0.5926 | 0.4742 | 0.5926 | 0.7698 |
256
+ | No log | 7.1930 | 410 | 0.5865 | 0.4742 | 0.5865 | 0.7659 |
257
+ | No log | 7.2281 | 412 | 0.5916 | 0.4555 | 0.5916 | 0.7691 |
258
+ | No log | 7.2632 | 414 | 0.6054 | 0.4828 | 0.6054 | 0.7781 |
259
+ | No log | 7.2982 | 416 | 0.6250 | 0.5184 | 0.6250 | 0.7906 |
260
+ | No log | 7.3333 | 418 | 0.6292 | 0.5254 | 0.6292 | 0.7932 |
261
+ | No log | 7.3684 | 420 | 0.6870 | 0.4745 | 0.6870 | 0.8289 |
262
+ | No log | 7.4035 | 422 | 0.7781 | 0.3960 | 0.7781 | 0.8821 |
263
+ | No log | 7.4386 | 424 | 0.7928 | 0.3731 | 0.7928 | 0.8904 |
264
+ | No log | 7.4737 | 426 | 0.7055 | 0.4014 | 0.7055 | 0.8399 |
265
+ | No log | 7.5088 | 428 | 0.6378 | 0.4769 | 0.6378 | 0.7986 |
266
+ | No log | 7.5439 | 430 | 0.5485 | 0.4722 | 0.5485 | 0.7406 |
267
+ | No log | 7.5789 | 432 | 0.5395 | 0.4991 | 0.5395 | 0.7345 |
268
+ | No log | 7.6140 | 434 | 0.5397 | 0.4991 | 0.5397 | 0.7347 |
269
+ | No log | 7.6491 | 436 | 0.5440 | 0.4463 | 0.5440 | 0.7376 |
270
+ | No log | 7.6842 | 438 | 0.5944 | 0.4705 | 0.5944 | 0.7710 |
271
+ | No log | 7.7193 | 440 | 0.6408 | 0.4769 | 0.6408 | 0.8005 |
272
+ | No log | 7.7544 | 442 | 0.6015 | 0.4705 | 0.6015 | 0.7756 |
273
+ | No log | 7.7895 | 444 | 0.5597 | 0.4194 | 0.5597 | 0.7481 |
274
+ | No log | 7.8246 | 446 | 0.5659 | 0.3860 | 0.5659 | 0.7523 |
275
+ | No log | 7.8596 | 448 | 0.5736 | 0.3860 | 0.5736 | 0.7574 |
276
+ | No log | 7.8947 | 450 | 0.5727 | 0.4126 | 0.5727 | 0.7568 |
277
+ | No log | 7.9298 | 452 | 0.5716 | 0.4299 | 0.5716 | 0.7560 |
278
+ | No log | 7.9649 | 454 | 0.5725 | 0.4463 | 0.5725 | 0.7566 |
279
+ | No log | 8.0 | 456 | 0.5882 | 0.4681 | 0.5882 | 0.7669 |
280
+ | No log | 8.0351 | 458 | 0.6656 | 0.4315 | 0.6656 | 0.8158 |
281
+ | No log | 8.0702 | 460 | 0.7340 | 0.4829 | 0.7340 | 0.8567 |
282
+ | No log | 8.1053 | 462 | 0.6724 | 0.4644 | 0.6724 | 0.8200 |
283
+ | No log | 8.1404 | 464 | 0.5916 | 0.4934 | 0.5916 | 0.7691 |
284
+ | No log | 8.1754 | 466 | 0.5652 | 0.4972 | 0.5652 | 0.7518 |
285
+ | No log | 8.2105 | 468 | 0.5725 | 0.4876 | 0.5725 | 0.7566 |
286
+ | No log | 8.2456 | 470 | 0.5632 | 0.4876 | 0.5632 | 0.7504 |
287
+ | No log | 8.2807 | 472 | 0.5516 | 0.4722 | 0.5516 | 0.7427 |
288
+ | No log | 8.3158 | 474 | 0.5790 | 0.4743 | 0.5790 | 0.7609 |
289
+ | No log | 8.3509 | 476 | 0.6039 | 0.5184 | 0.6039 | 0.7771 |
290
+ | No log | 8.3860 | 478 | 0.6233 | 0.5184 | 0.6233 | 0.7895 |
291
+ | No log | 8.4211 | 480 | 0.5910 | 0.4985 | 0.5910 | 0.7687 |
292
+ | No log | 8.4561 | 482 | 0.5752 | 0.4904 | 0.5752 | 0.7584 |
293
+ | No log | 8.4912 | 484 | 0.5924 | 0.5092 | 0.5924 | 0.7697 |
294
+ | No log | 8.5263 | 486 | 0.5958 | 0.5092 | 0.5958 | 0.7719 |
295
+ | No log | 8.5614 | 488 | 0.6048 | 0.5286 | 0.6048 | 0.7777 |
296
+ | No log | 8.5965 | 490 | 0.6157 | 0.5549 | 0.6157 | 0.7847 |
297
+ | No log | 8.6316 | 492 | 0.6338 | 0.4985 | 0.6338 | 0.7961 |
298
+ | No log | 8.6667 | 494 | 0.6408 | 0.4661 | 0.6408 | 0.8005 |
299
+ | No log | 8.7018 | 496 | 0.6576 | 0.4642 | 0.6576 | 0.8109 |
300
+ | No log | 8.7368 | 498 | 0.6342 | 0.4724 | 0.6342 | 0.7964 |
301
+ | 0.3449 | 8.7719 | 500 | 0.6118 | 0.5141 | 0.6118 | 0.7822 |
302
+ | 0.3449 | 8.8070 | 502 | 0.5997 | 0.4904 | 0.5997 | 0.7744 |
303
+ | 0.3449 | 8.8421 | 504 | 0.6062 | 0.4386 | 0.6062 | 0.7786 |
304
+ | 0.3449 | 8.8772 | 506 | 0.6059 | 0.4953 | 0.6059 | 0.7784 |
305
+ | 0.3449 | 8.9123 | 508 | 0.6171 | 0.4441 | 0.6171 | 0.7855 |
306
+ | 0.3449 | 8.9474 | 510 | 0.6296 | 0.4747 | 0.6296 | 0.7935 |
 
 
 
 
 
 
 
 
 
 
 
 
 
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308
 
309
  ### Framework versions