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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task1_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task1_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0580
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- - Qwk: 0.6131
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- - Mse: 1.0580
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- - Rmse: 1.0286
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  ## Model description
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@@ -47,263 +47,289 @@ 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 | 0.25 | 2 | 6.0434 | 0.0261 | 6.0434 | 2.4583 |
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- | No log | 0.5 | 4 | 3.9893 | 0.1429 | 3.9893 | 1.9973 |
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- | No log | 0.75 | 6 | 2.6914 | 0.0500 | 2.6914 | 1.6406 |
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- | No log | 1.0 | 8 | 1.9588 | 0.0984 | 1.9588 | 1.3996 |
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- | No log | 1.25 | 10 | 1.7472 | 0.1111 | 1.7472 | 1.3218 |
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- | No log | 1.5 | 12 | 1.6663 | 0.0917 | 1.6663 | 1.2908 |
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- | No log | 1.75 | 14 | 1.6471 | 0.1416 | 1.6471 | 1.2834 |
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- | No log | 2.0 | 16 | 1.5418 | 0.1333 | 1.5418 | 1.2417 |
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- | No log | 2.25 | 18 | 1.4940 | 0.1714 | 1.4940 | 1.2223 |
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- | No log | 2.5 | 20 | 1.4679 | 0.1346 | 1.4679 | 1.2116 |
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- | No log | 2.75 | 22 | 1.3960 | 0.1905 | 1.3960 | 1.1815 |
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- | No log | 3.0 | 24 | 1.3620 | 0.2963 | 1.3620 | 1.1671 |
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- | No log | 3.25 | 26 | 1.3401 | 0.4655 | 1.3401 | 1.1576 |
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- | No log | 3.5 | 28 | 1.1229 | 0.5854 | 1.1229 | 1.0597 |
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- | No log | 3.75 | 30 | 1.1577 | 0.56 | 1.1577 | 1.0760 |
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- | No log | 4.0 | 32 | 1.3164 | 0.4762 | 1.3164 | 1.1473 |
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- | No log | 4.25 | 34 | 1.0964 | 0.5781 | 1.0964 | 1.0471 |
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- | No log | 4.5 | 36 | 0.9775 | 0.6316 | 0.9775 | 0.9887 |
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- | No log | 4.75 | 38 | 1.1159 | 0.5846 | 1.1159 | 1.0564 |
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- | No log | 5.0 | 40 | 1.1260 | 0.5581 | 1.1260 | 1.0611 |
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- | No log | 5.25 | 42 | 1.1567 | 0.5271 | 1.1567 | 1.0755 |
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- | No log | 5.5 | 44 | 1.3267 | 0.4580 | 1.3267 | 1.1518 |
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- | No log | 5.75 | 46 | 1.1694 | 0.5512 | 1.1694 | 1.0814 |
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- | No log | 6.0 | 48 | 0.8457 | 0.6571 | 0.8457 | 0.9196 |
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- | No log | 6.25 | 50 | 0.8401 | 0.6475 | 0.8401 | 0.9166 |
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- | No log | 6.5 | 52 | 0.8524 | 0.6569 | 0.8524 | 0.9233 |
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- | No log | 6.75 | 54 | 0.9563 | 0.6619 | 0.9563 | 0.9779 |
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- | No log | 7.0 | 56 | 1.6587 | 0.3741 | 1.6587 | 1.2879 |
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- | No log | 7.25 | 58 | 1.7114 | 0.3546 | 1.7114 | 1.3082 |
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- | No log | 7.5 | 60 | 1.1264 | 0.5379 | 1.1264 | 1.0613 |
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- | No log | 7.75 | 62 | 0.7990 | 0.7273 | 0.7990 | 0.8938 |
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- | No log | 8.0 | 64 | 0.7380 | 0.6993 | 0.7380 | 0.8591 |
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- | No log | 8.25 | 66 | 0.8104 | 0.7234 | 0.8104 | 0.9002 |
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- | No log | 8.5 | 68 | 1.1166 | 0.5793 | 1.1166 | 1.0567 |
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- | No log | 8.75 | 70 | 1.2192 | 0.5286 | 1.2192 | 1.1042 |
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- | No log | 9.0 | 72 | 1.0648 | 0.5846 | 1.0648 | 1.0319 |
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- | No log | 9.25 | 74 | 1.1797 | 0.5271 | 1.1797 | 1.0862 |
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- | No log | 9.5 | 76 | 1.1183 | 0.5271 | 1.1183 | 1.0575 |
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- | No log | 9.75 | 78 | 1.0274 | 0.6462 | 1.0274 | 1.0136 |
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- | No log | 10.0 | 80 | 0.9583 | 0.6562 | 0.9583 | 0.9789 |
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- | No log | 10.25 | 82 | 0.8749 | 0.6512 | 0.8749 | 0.9354 |
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- | No log | 10.5 | 84 | 0.8730 | 0.6716 | 0.8730 | 0.9344 |
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- | No log | 10.75 | 86 | 1.0355 | 0.5694 | 1.0355 | 1.0176 |
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- | No log | 11.0 | 88 | 1.3525 | 0.5698 | 1.3525 | 1.1630 |
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- | No log | 11.25 | 90 | 1.2799 | 0.5195 | 1.2799 | 1.1313 |
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- | No log | 11.5 | 92 | 1.2196 | 0.5034 | 1.2196 | 1.1043 |
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- | No log | 11.75 | 94 | 1.0260 | 0.6119 | 1.0260 | 1.0129 |
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- | No log | 12.0 | 96 | 1.0012 | 0.5556 | 1.0012 | 1.0006 |
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- | No log | 12.25 | 98 | 1.0046 | 0.6308 | 1.0046 | 1.0023 |
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- | No log | 12.5 | 100 | 1.1427 | 0.4964 | 1.1427 | 1.0689 |
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- | No log | 12.75 | 102 | 1.2576 | 0.4755 | 1.2576 | 1.1214 |
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- | No log | 13.0 | 104 | 1.2733 | 0.4966 | 1.2733 | 1.1284 |
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- | No log | 13.25 | 106 | 1.0226 | 0.6618 | 1.0226 | 1.0112 |
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- | No log | 13.5 | 108 | 0.9201 | 0.7194 | 0.9201 | 0.9592 |
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- | No log | 13.75 | 110 | 0.9727 | 0.6259 | 0.9727 | 0.9862 |
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- | No log | 14.0 | 112 | 0.9704 | 0.6216 | 0.9704 | 0.9851 |
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- | No log | 14.25 | 114 | 0.8100 | 0.7034 | 0.8100 | 0.9000 |
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- | No log | 14.5 | 116 | 0.8216 | 0.6620 | 0.8216 | 0.9064 |
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- | No log | 14.75 | 118 | 1.0284 | 0.5926 | 1.0284 | 1.0141 |
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- | No log | 15.0 | 120 | 1.1467 | 0.5850 | 1.1467 | 1.0708 |
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- | No log | 15.25 | 122 | 1.0504 | 0.6111 | 1.0504 | 1.0249 |
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- | No log | 15.5 | 124 | 0.8948 | 0.6618 | 0.8948 | 0.9460 |
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- | No log | 15.75 | 126 | 0.9033 | 0.6508 | 0.9033 | 0.9504 |
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- | No log | 16.0 | 128 | 0.9267 | 0.6032 | 0.9267 | 0.9627 |
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- | No log | 16.25 | 130 | 1.0021 | 0.6107 | 1.0021 | 1.0011 |
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- | No log | 16.5 | 132 | 1.0232 | 0.5938 | 1.0232 | 1.0116 |
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- | No log | 16.75 | 134 | 1.0181 | 0.6429 | 1.0181 | 1.0090 |
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- | No log | 17.0 | 136 | 1.0595 | 0.6093 | 1.0595 | 1.0293 |
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- | No log | 17.25 | 138 | 1.0922 | 0.6104 | 1.0922 | 1.0451 |
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- | No log | 17.5 | 140 | 0.9201 | 0.6667 | 0.9201 | 0.9592 |
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- | No log | 17.75 | 142 | 0.8927 | 0.7361 | 0.8927 | 0.9448 |
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- | No log | 18.0 | 144 | 1.0840 | 0.6216 | 1.0840 | 1.0411 |
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- | No log | 18.25 | 146 | 1.0815 | 0.6111 | 1.0815 | 1.0400 |
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- | No log | 18.5 | 148 | 0.8133 | 0.7068 | 0.8133 | 0.9018 |
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- | No log | 18.75 | 150 | 0.7630 | 0.6767 | 0.7630 | 0.8735 |
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- | No log | 19.0 | 152 | 0.7418 | 0.7 | 0.7418 | 0.8613 |
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- | No log | 19.25 | 154 | 0.7183 | 0.7518 | 0.7183 | 0.8475 |
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- | No log | 19.5 | 156 | 0.9407 | 0.6351 | 0.9407 | 0.9699 |
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- | No log | 19.75 | 158 | 1.1308 | 0.6194 | 1.1308 | 1.0634 |
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- | No log | 20.0 | 160 | 1.0770 | 0.6 | 1.0770 | 1.0378 |
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- | No log | 20.25 | 162 | 1.2141 | 0.5828 | 1.2141 | 1.1019 |
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- | No log | 20.5 | 164 | 1.0783 | 0.6143 | 1.0783 | 1.0384 |
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- | No log | 20.75 | 166 | 0.9227 | 0.6466 | 0.9227 | 0.9605 |
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- | No log | 21.0 | 168 | 0.8481 | 0.6950 | 0.8481 | 0.9209 |
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- | No log | 21.25 | 170 | 0.9505 | 0.6710 | 0.9505 | 0.9750 |
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- | No log | 21.5 | 172 | 1.1145 | 0.625 | 1.1145 | 1.0557 |
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- | No log | 21.75 | 174 | 1.3307 | 0.5714 | 1.3307 | 1.1536 |
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- | No log | 22.0 | 176 | 1.4338 | 0.5093 | 1.4338 | 1.1974 |
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- | No log | 22.25 | 178 | 1.3464 | 0.5590 | 1.3464 | 1.1603 |
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- | No log | 22.5 | 180 | 1.0743 | 0.5816 | 1.0743 | 1.0365 |
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- | No log | 22.75 | 182 | 0.8602 | 0.6963 | 0.8602 | 0.9275 |
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- | No log | 23.0 | 184 | 0.8335 | 0.6822 | 0.8335 | 0.9130 |
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- | No log | 23.25 | 186 | 0.8319 | 0.6614 | 0.8319 | 0.9121 |
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- | No log | 23.5 | 188 | 0.8881 | 0.6667 | 0.8881 | 0.9424 |
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- | No log | 23.75 | 190 | 1.0436 | 0.5778 | 1.0436 | 1.0216 |
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- | No log | 24.0 | 192 | 1.1918 | 0.5816 | 1.1918 | 1.0917 |
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- | No log | 24.25 | 194 | 1.0548 | 0.6099 | 1.0548 | 1.0270 |
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- | No log | 24.5 | 196 | 0.8004 | 0.6944 | 0.8004 | 0.8946 |
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- | No log | 24.75 | 198 | 0.6809 | 0.75 | 0.6809 | 0.8252 |
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- | No log | 25.0 | 200 | 0.6927 | 0.7413 | 0.6927 | 0.8323 |
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- | No log | 25.25 | 202 | 0.7597 | 0.7376 | 0.7597 | 0.8716 |
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- | No log | 25.5 | 204 | 0.9863 | 0.5714 | 0.9863 | 0.9931 |
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- | No log | 25.75 | 206 | 1.5548 | 0.5363 | 1.5548 | 1.2469 |
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- | No log | 26.0 | 208 | 1.9109 | 0.4848 | 1.9109 | 1.3823 |
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- | No log | 26.25 | 210 | 1.8090 | 0.4516 | 1.8090 | 1.3450 |
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- | No log | 26.5 | 212 | 1.4038 | 0.4744 | 1.4038 | 1.1848 |
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- | No log | 26.75 | 214 | 1.0982 | 0.6015 | 1.0982 | 1.0479 |
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- | No log | 27.0 | 216 | 0.9441 | 0.64 | 0.9441 | 0.9716 |
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- | No log | 27.25 | 218 | 0.8690 | 0.6508 | 0.8690 | 0.9322 |
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- | No log | 27.5 | 220 | 0.8980 | 0.6522 | 0.8980 | 0.9476 |
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- | No log | 27.75 | 222 | 0.9651 | 0.6232 | 0.9651 | 0.9824 |
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- | No log | 28.0 | 224 | 1.0026 | 0.6029 | 1.0026 | 1.0013 |
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- | No log | 28.25 | 226 | 0.9311 | 0.6377 | 0.9311 | 0.9649 |
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- | No log | 28.5 | 228 | 0.7594 | 0.6901 | 0.7594 | 0.8714 |
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- | No log | 28.75 | 230 | 0.6972 | 0.7211 | 0.6972 | 0.8350 |
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- | No log | 29.0 | 232 | 0.8108 | 0.6667 | 0.8108 | 0.9005 |
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- | No log | 29.25 | 234 | 0.8886 | 0.6667 | 0.8886 | 0.9426 |
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- | No log | 29.5 | 236 | 0.8329 | 0.6846 | 0.8329 | 0.9126 |
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- | No log | 29.75 | 238 | 0.9348 | 0.6133 | 0.9348 | 0.9669 |
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- | No log | 30.0 | 240 | 1.0132 | 0.6065 | 1.0132 | 1.0066 |
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- | No log | 30.25 | 242 | 0.9766 | 0.6040 | 0.9766 | 0.9883 |
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- | No log | 30.5 | 244 | 0.8360 | 0.6714 | 0.8360 | 0.9143 |
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- | No log | 30.75 | 246 | 0.7462 | 0.7101 | 0.7462 | 0.8638 |
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- | No log | 31.0 | 248 | 0.7229 | 0.7059 | 0.7229 | 0.8502 |
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- | No log | 31.25 | 250 | 0.7320 | 0.7194 | 0.7320 | 0.8556 |
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- | No log | 31.5 | 252 | 0.8151 | 0.6853 | 0.8151 | 0.9028 |
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- | No log | 31.75 | 254 | 0.9163 | 0.6207 | 0.9163 | 0.9572 |
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- | No log | 32.0 | 256 | 1.0681 | 0.5811 | 1.0681 | 1.0335 |
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- | No log | 32.25 | 258 | 1.2252 | 0.5342 | 1.2252 | 1.1069 |
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- | No log | 32.5 | 260 | 1.0575 | 0.6197 | 1.0575 | 1.0283 |
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- | No log | 32.75 | 262 | 0.8359 | 0.7101 | 0.8359 | 0.9143 |
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- | No log | 33.0 | 264 | 0.7626 | 0.7023 | 0.7626 | 0.8732 |
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- | No log | 33.25 | 266 | 0.7741 | 0.7068 | 0.7741 | 0.8798 |
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- | No log | 33.5 | 268 | 0.8100 | 0.7068 | 0.8100 | 0.9000 |
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- | No log | 33.75 | 270 | 0.8567 | 0.6963 | 0.8567 | 0.9256 |
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- | No log | 34.0 | 272 | 0.9446 | 0.6269 | 0.9446 | 0.9719 |
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- | No log | 34.25 | 274 | 0.9539 | 0.6475 | 0.9539 | 0.9767 |
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- | No log | 34.5 | 276 | 0.8931 | 0.6714 | 0.8931 | 0.9450 |
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- | No log | 34.75 | 278 | 0.8309 | 0.7023 | 0.8309 | 0.9115 |
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- | No log | 35.0 | 280 | 0.8487 | 0.7023 | 0.8487 | 0.9212 |
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- | No log | 35.25 | 282 | 0.9441 | 0.6619 | 0.9441 | 0.9717 |
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- | No log | 35.5 | 284 | 1.0647 | 0.6471 | 1.0647 | 1.0319 |
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- | No log | 35.75 | 286 | 1.0482 | 0.6308 | 1.0482 | 1.0238 |
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- | No log | 36.0 | 288 | 1.0268 | 0.624 | 1.0268 | 1.0133 |
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- | No log | 36.25 | 290 | 1.0085 | 0.6129 | 1.0085 | 1.0042 |
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- | No log | 36.5 | 292 | 1.0605 | 0.6308 | 1.0605 | 1.0298 |
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- | No log | 36.75 | 294 | 1.1918 | 0.5674 | 1.1918 | 1.0917 |
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- | No log | 37.0 | 296 | 1.3213 | 0.5 | 1.3213 | 1.1495 |
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- | No log | 37.25 | 298 | 1.2890 | 0.5161 | 1.2890 | 1.1354 |
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- | No log | 37.5 | 300 | 1.1634 | 0.5676 | 1.1634 | 1.0786 |
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- | No log | 37.75 | 302 | 0.9560 | 0.6716 | 0.9560 | 0.9777 |
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- | No log | 38.0 | 304 | 0.8738 | 0.6815 | 0.8738 | 0.9348 |
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- | No log | 38.25 | 306 | 0.8495 | 0.6715 | 0.8495 | 0.9217 |
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- | No log | 38.5 | 308 | 0.8580 | 0.6809 | 0.8580 | 0.9263 |
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- | No log | 38.75 | 310 | 0.9014 | 0.6294 | 0.9014 | 0.9494 |
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- | No log | 39.0 | 312 | 0.8705 | 0.6809 | 0.8705 | 0.9330 |
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- | No log | 39.25 | 314 | 0.7634 | 0.6957 | 0.7634 | 0.8737 |
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- | No log | 39.5 | 316 | 0.7352 | 0.7153 | 0.7352 | 0.8574 |
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- | No log | 39.75 | 318 | 0.7603 | 0.6957 | 0.7603 | 0.8719 |
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- | No log | 40.0 | 320 | 0.8175 | 0.6950 | 0.8175 | 0.9041 |
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- | No log | 40.25 | 322 | 0.9782 | 0.6503 | 0.9782 | 0.9890 |
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- | No log | 40.5 | 324 | 1.0370 | 0.6514 | 1.0370 | 1.0183 |
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- | No log | 40.75 | 326 | 0.8475 | 0.6708 | 0.8475 | 0.9206 |
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- | No log | 41.0 | 328 | 0.7110 | 0.7075 | 0.7110 | 0.8432 |
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- | No log | 41.25 | 330 | 0.7380 | 0.6842 | 0.7380 | 0.8591 |
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- | No log | 41.5 | 332 | 0.8417 | 0.6957 | 0.8417 | 0.9175 |
218
- | No log | 41.75 | 334 | 0.7915 | 0.6755 | 0.7915 | 0.8897 |
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- | No log | 42.0 | 336 | 0.8554 | 0.6383 | 0.8554 | 0.9249 |
220
- | No log | 42.25 | 338 | 0.8519 | 0.6765 | 0.8519 | 0.9230 |
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- | No log | 42.5 | 340 | 0.8469 | 0.6812 | 0.8469 | 0.9203 |
222
- | No log | 42.75 | 342 | 0.8243 | 0.6912 | 0.8243 | 0.9079 |
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- | No log | 43.0 | 344 | 0.8631 | 0.6912 | 0.8631 | 0.9290 |
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- | No log | 43.25 | 346 | 0.9410 | 0.6715 | 0.9410 | 0.9700 |
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- | No log | 43.5 | 348 | 1.0106 | 0.6277 | 1.0106 | 1.0053 |
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- | No log | 43.75 | 350 | 0.9939 | 0.6471 | 0.9939 | 0.9969 |
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- | No log | 44.0 | 352 | 0.9523 | 0.6618 | 0.9523 | 0.9759 |
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- | No log | 44.25 | 354 | 0.9637 | 0.6618 | 0.9637 | 0.9817 |
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- | No log | 44.5 | 356 | 1.0042 | 0.6471 | 1.0042 | 1.0021 |
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- | No log | 44.75 | 358 | 1.0852 | 0.6232 | 1.0852 | 1.0417 |
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- | No log | 45.0 | 360 | 1.2444 | 0.525 | 1.2444 | 1.1155 |
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- | No log | 45.25 | 362 | 1.3566 | 0.5424 | 1.3566 | 1.1647 |
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- | No log | 45.5 | 364 | 1.3405 | 0.5424 | 1.3405 | 1.1578 |
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- | No log | 45.75 | 366 | 1.2306 | 0.5342 | 1.2306 | 1.1093 |
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- | No log | 46.0 | 368 | 0.9911 | 0.6383 | 0.9911 | 0.9955 |
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- | No log | 46.25 | 370 | 0.8483 | 0.6716 | 0.8483 | 0.9210 |
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- | No log | 46.5 | 372 | 0.8155 | 0.6716 | 0.8155 | 0.9031 |
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- | No log | 46.75 | 374 | 0.8317 | 0.6716 | 0.8317 | 0.9120 |
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- | No log | 47.0 | 376 | 0.9380 | 0.6525 | 0.9380 | 0.9685 |
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- | No log | 47.25 | 378 | 1.0442 | 0.6667 | 1.0442 | 1.0219 |
241
- | No log | 47.5 | 380 | 0.9907 | 0.6533 | 0.9907 | 0.9953 |
242
- | No log | 47.75 | 382 | 0.8545 | 0.6957 | 0.8545 | 0.9244 |
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- | No log | 48.0 | 384 | 0.7984 | 0.7153 | 0.7984 | 0.8935 |
244
- | No log | 48.25 | 386 | 0.8040 | 0.7164 | 0.8040 | 0.8967 |
245
- | No log | 48.5 | 388 | 0.8079 | 0.7164 | 0.8079 | 0.8988 |
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- | No log | 48.75 | 390 | 0.7967 | 0.7164 | 0.7967 | 0.8926 |
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- | No log | 49.0 | 392 | 0.8132 | 0.7153 | 0.8132 | 0.9018 |
248
- | No log | 49.25 | 394 | 0.8581 | 0.7153 | 0.8581 | 0.9263 |
249
- | No log | 49.5 | 396 | 0.9294 | 0.6429 | 0.9294 | 0.9640 |
250
- | No log | 49.75 | 398 | 0.9568 | 0.6277 | 0.9568 | 0.9781 |
251
- | No log | 50.0 | 400 | 0.9593 | 0.6277 | 0.9593 | 0.9795 |
252
- | No log | 50.25 | 402 | 0.9249 | 0.6667 | 0.9249 | 0.9617 |
253
- | No log | 50.5 | 404 | 0.8882 | 0.7121 | 0.8882 | 0.9424 |
254
- | No log | 50.75 | 406 | 0.8933 | 0.7194 | 0.8933 | 0.9451 |
255
- | No log | 51.0 | 408 | 0.9321 | 0.6475 | 0.9321 | 0.9655 |
256
- | No log | 51.25 | 410 | 0.9890 | 0.5942 | 0.9890 | 0.9945 |
257
- | No log | 51.5 | 412 | 1.0307 | 0.5972 | 1.0307 | 1.0152 |
258
- | No log | 51.75 | 414 | 0.9892 | 0.5926 | 0.9892 | 0.9946 |
259
- | No log | 52.0 | 416 | 0.9504 | 0.6222 | 0.9504 | 0.9749 |
260
- | No log | 52.25 | 418 | 0.9264 | 0.6567 | 0.9264 | 0.9625 |
261
- | No log | 52.5 | 420 | 0.8731 | 0.6716 | 0.8731 | 0.9344 |
262
- | No log | 52.75 | 422 | 0.8332 | 0.6963 | 0.8332 | 0.9128 |
263
- | No log | 53.0 | 424 | 0.7815 | 0.7299 | 0.7815 | 0.8840 |
264
- | No log | 53.25 | 426 | 0.7639 | 0.7391 | 0.7639 | 0.8740 |
265
- | No log | 53.5 | 428 | 0.7904 | 0.7299 | 0.7904 | 0.8891 |
266
- | No log | 53.75 | 430 | 0.8083 | 0.7083 | 0.8083 | 0.8990 |
267
- | No log | 54.0 | 432 | 0.8071 | 0.7092 | 0.8071 | 0.8984 |
268
- | No log | 54.25 | 434 | 0.8213 | 0.7101 | 0.8213 | 0.9062 |
269
- | No log | 54.5 | 436 | 0.8386 | 0.7101 | 0.8386 | 0.9158 |
270
- | No log | 54.75 | 438 | 0.8172 | 0.7391 | 0.8172 | 0.9040 |
271
- | No log | 55.0 | 440 | 0.7935 | 0.7259 | 0.7935 | 0.8908 |
272
- | No log | 55.25 | 442 | 0.8106 | 0.6963 | 0.8106 | 0.9004 |
273
- | No log | 55.5 | 444 | 0.8529 | 0.6716 | 0.8529 | 0.9235 |
274
- | No log | 55.75 | 446 | 0.9613 | 0.6423 | 0.9613 | 0.9804 |
275
- | No log | 56.0 | 448 | 1.1032 | 0.5526 | 1.1032 | 1.0503 |
276
- | No log | 56.25 | 450 | 1.1277 | 0.5676 | 1.1277 | 1.0619 |
277
- | No log | 56.5 | 452 | 1.0341 | 0.6187 | 1.0341 | 1.0169 |
278
- | No log | 56.75 | 454 | 0.9163 | 0.6370 | 0.9163 | 0.9572 |
279
- | No log | 57.0 | 456 | 0.8363 | 0.6917 | 0.8363 | 0.9145 |
280
- | No log | 57.25 | 458 | 0.8126 | 0.7299 | 0.8126 | 0.9014 |
281
- | No log | 57.5 | 460 | 0.8046 | 0.7299 | 0.8046 | 0.8970 |
282
- | No log | 57.75 | 462 | 0.8150 | 0.7286 | 0.8150 | 0.9028 |
283
- | No log | 58.0 | 464 | 0.8306 | 0.6715 | 0.8306 | 0.9114 |
284
- | No log | 58.25 | 466 | 0.8860 | 0.6528 | 0.8860 | 0.9413 |
285
- | No log | 58.5 | 468 | 0.9279 | 0.6621 | 0.9279 | 0.9633 |
286
- | No log | 58.75 | 470 | 0.9801 | 0.6294 | 0.9801 | 0.9900 |
287
- | No log | 59.0 | 472 | 0.9580 | 0.6286 | 0.9580 | 0.9788 |
288
- | No log | 59.25 | 474 | 0.9449 | 0.6471 | 0.9449 | 0.9721 |
289
- | No log | 59.5 | 476 | 0.9457 | 0.6466 | 0.9457 | 0.9725 |
290
- | No log | 59.75 | 478 | 0.9064 | 0.7015 | 0.9064 | 0.9520 |
291
- | No log | 60.0 | 480 | 0.9013 | 0.7015 | 0.9013 | 0.9494 |
292
- | No log | 60.25 | 482 | 0.9293 | 0.6131 | 0.9293 | 0.9640 |
293
- | No log | 60.5 | 484 | 1.0466 | 0.5931 | 1.0466 | 1.0231 |
294
- | No log | 60.75 | 486 | 1.2370 | 0.5509 | 1.2370 | 1.1122 |
295
- | No log | 61.0 | 488 | 1.3091 | 0.5325 | 1.3091 | 1.1442 |
296
- | No log | 61.25 | 490 | 1.2488 | 0.5325 | 1.2488 | 1.1175 |
297
- | No log | 61.5 | 492 | 1.1442 | 0.5455 | 1.1442 | 1.0697 |
298
- | No log | 61.75 | 494 | 1.0592 | 0.5714 | 1.0592 | 1.0292 |
299
- | No log | 62.0 | 496 | 0.9891 | 0.6259 | 0.9891 | 0.9945 |
300
- | No log | 62.25 | 498 | 1.0005 | 0.6301 | 1.0005 | 1.0002 |
301
- | 0.3118 | 62.5 | 500 | 0.9967 | 0.6301 | 0.9967 | 0.9983 |
302
- | 0.3118 | 62.75 | 502 | 1.0340 | 0.6301 | 1.0340 | 1.0169 |
303
- | 0.3118 | 63.0 | 504 | 1.1171 | 0.5931 | 1.1171 | 1.0569 |
304
- | 0.3118 | 63.25 | 506 | 1.1605 | 0.5931 | 1.1605 | 1.0773 |
305
- | 0.3118 | 63.5 | 508 | 1.1307 | 0.5899 | 1.1307 | 1.0633 |
306
- | 0.3118 | 63.75 | 510 | 1.0580 | 0.6131 | 1.0580 | 1.0286 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task1_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.9995
19
+ - Qwk: 0.6029
20
+ - Mse: 0.9995
21
+ - Rmse: 0.9997
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 6.9762 | 0.0116 | 6.9762 | 2.6412 |
53
+ | No log | 0.2667 | 4 | 4.5336 | 0.0562 | 4.5336 | 2.1292 |
54
+ | No log | 0.4 | 6 | 3.0297 | 0.0988 | 3.0297 | 1.7406 |
55
+ | No log | 0.5333 | 8 | 2.2848 | 0.0671 | 2.2848 | 1.5116 |
56
+ | No log | 0.6667 | 10 | 2.1711 | 0.1504 | 2.1711 | 1.4735 |
57
+ | No log | 0.8 | 12 | 1.7811 | 0.1308 | 1.7811 | 1.3346 |
58
+ | No log | 0.9333 | 14 | 1.6031 | 0.1714 | 1.6031 | 1.2662 |
59
+ | No log | 1.0667 | 16 | 1.5111 | 0.2545 | 1.5111 | 1.2293 |
60
+ | No log | 1.2 | 18 | 1.4676 | 0.2202 | 1.4676 | 1.2115 |
61
+ | No log | 1.3333 | 20 | 1.3815 | 0.2593 | 1.3815 | 1.1754 |
62
+ | No log | 1.4667 | 22 | 1.4641 | 0.3091 | 1.4641 | 1.2100 |
63
+ | No log | 1.6 | 24 | 1.4323 | 0.3793 | 1.4323 | 1.1968 |
64
+ | No log | 1.7333 | 26 | 1.3071 | 0.4310 | 1.3071 | 1.1433 |
65
+ | No log | 1.8667 | 28 | 1.3527 | 0.3604 | 1.3527 | 1.1631 |
66
+ | No log | 2.0 | 30 | 1.2310 | 0.4655 | 1.2310 | 1.1095 |
67
+ | No log | 2.1333 | 32 | 1.1542 | 0.4915 | 1.1542 | 1.0743 |
68
+ | No log | 2.2667 | 34 | 1.1464 | 0.5691 | 1.1464 | 1.0707 |
69
+ | No log | 2.4 | 36 | 1.1208 | 0.5920 | 1.1208 | 1.0587 |
70
+ | No log | 2.5333 | 38 | 1.0833 | 0.5984 | 1.0833 | 1.0408 |
71
+ | No log | 2.6667 | 40 | 1.1861 | 0.5736 | 1.1861 | 1.0891 |
72
+ | No log | 2.8 | 42 | 1.3626 | 0.4275 | 1.3626 | 1.1673 |
73
+ | No log | 2.9333 | 44 | 1.4226 | 0.4179 | 1.4226 | 1.1927 |
74
+ | No log | 3.0667 | 46 | 1.4246 | 0.4094 | 1.4246 | 1.1936 |
75
+ | No log | 3.2 | 48 | 1.4806 | 0.3548 | 1.4806 | 1.2168 |
76
+ | No log | 3.3333 | 50 | 1.3050 | 0.5512 | 1.3050 | 1.1424 |
77
+ | No log | 3.4667 | 52 | 1.1071 | 0.5802 | 1.1071 | 1.0522 |
78
+ | No log | 3.6 | 54 | 1.0959 | 0.5079 | 1.0959 | 1.0468 |
79
+ | No log | 3.7333 | 56 | 1.0586 | 0.5385 | 1.0586 | 1.0289 |
80
+ | No log | 3.8667 | 58 | 1.0955 | 0.5303 | 1.0955 | 1.0467 |
81
+ | No log | 4.0 | 60 | 1.0429 | 0.6061 | 1.0429 | 1.0212 |
82
+ | No log | 4.1333 | 62 | 1.0570 | 0.5625 | 1.0570 | 1.0281 |
83
+ | No log | 4.2667 | 64 | 1.1941 | 0.5496 | 1.1941 | 1.0927 |
84
+ | No log | 4.4 | 66 | 1.2302 | 0.4923 | 1.2302 | 1.1092 |
85
+ | No log | 4.5333 | 68 | 1.2277 | 0.48 | 1.2277 | 1.1080 |
86
+ | No log | 4.6667 | 70 | 1.1289 | 0.5581 | 1.1289 | 1.0625 |
87
+ | No log | 4.8 | 72 | 1.0033 | 0.6107 | 1.0033 | 1.0016 |
88
+ | No log | 4.9333 | 74 | 0.9515 | 0.6418 | 0.9515 | 0.9754 |
89
+ | No log | 5.0667 | 76 | 1.0305 | 0.6269 | 1.0305 | 1.0151 |
90
+ | No log | 5.2 | 78 | 1.2575 | 0.5255 | 1.2575 | 1.1214 |
91
+ | No log | 5.3333 | 80 | 1.3976 | 0.4317 | 1.3976 | 1.1822 |
92
+ | No log | 5.4667 | 82 | 1.3370 | 0.5 | 1.3370 | 1.1563 |
93
+ | No log | 5.6 | 84 | 1.1708 | 0.5867 | 1.1708 | 1.0820 |
94
+ | No log | 5.7333 | 86 | 1.1220 | 0.6194 | 1.1220 | 1.0593 |
95
+ | No log | 5.8667 | 88 | 1.1572 | 0.6391 | 1.1572 | 1.0757 |
96
+ | No log | 6.0 | 90 | 1.1967 | 0.6587 | 1.1967 | 1.0939 |
97
+ | No log | 6.1333 | 92 | 1.0404 | 0.5833 | 1.0404 | 1.0200 |
98
+ | No log | 6.2667 | 94 | 0.8309 | 0.6861 | 0.8309 | 0.9116 |
99
+ | No log | 6.4 | 96 | 0.9682 | 0.6260 | 0.9682 | 0.9840 |
100
+ | No log | 6.5333 | 98 | 1.0802 | 0.5469 | 1.0802 | 1.0393 |
101
+ | No log | 6.6667 | 100 | 1.0284 | 0.6165 | 1.0284 | 1.0141 |
102
+ | No log | 6.8 | 102 | 1.2650 | 0.5850 | 1.2650 | 1.1247 |
103
+ | No log | 6.9333 | 104 | 1.2493 | 0.5946 | 1.2493 | 1.1177 |
104
+ | No log | 7.0667 | 106 | 1.0268 | 0.5882 | 1.0268 | 1.0133 |
105
+ | No log | 7.2 | 108 | 1.0016 | 0.6154 | 1.0016 | 1.0008 |
106
+ | No log | 7.3333 | 110 | 1.1036 | 0.5532 | 1.1036 | 1.0505 |
107
+ | No log | 7.4667 | 112 | 1.2791 | 0.5037 | 1.2791 | 1.1310 |
108
+ | No log | 7.6 | 114 | 1.4619 | 0.52 | 1.4619 | 1.2091 |
109
+ | No log | 7.7333 | 116 | 1.5598 | 0.4474 | 1.5598 | 1.2489 |
110
+ | No log | 7.8667 | 118 | 1.3194 | 0.5180 | 1.3194 | 1.1487 |
111
+ | No log | 8.0 | 120 | 1.1818 | 0.5630 | 1.1818 | 1.0871 |
112
+ | No log | 8.1333 | 122 | 1.1127 | 0.5942 | 1.1127 | 1.0548 |
113
+ | No log | 8.2667 | 124 | 1.0250 | 0.6131 | 1.0250 | 1.0124 |
114
+ | No log | 8.4 | 126 | 0.9507 | 0.6269 | 0.9507 | 0.9750 |
115
+ | No log | 8.5333 | 128 | 0.9369 | 0.6370 | 0.9369 | 0.9679 |
116
+ | No log | 8.6667 | 130 | 0.9462 | 0.6519 | 0.9462 | 0.9727 |
117
+ | No log | 8.8 | 132 | 0.9783 | 0.6389 | 0.9783 | 0.9891 |
118
+ | No log | 8.9333 | 134 | 1.2009 | 0.5890 | 1.2009 | 1.0958 |
119
+ | No log | 9.0667 | 136 | 1.2988 | 0.5912 | 1.2988 | 1.1397 |
120
+ | No log | 9.2 | 138 | 1.1619 | 0.5772 | 1.1619 | 1.0779 |
121
+ | No log | 9.3333 | 140 | 0.9321 | 0.6575 | 0.9321 | 0.9655 |
122
+ | No log | 9.4667 | 142 | 0.8416 | 0.6522 | 0.8416 | 0.9174 |
123
+ | No log | 9.6 | 144 | 0.7632 | 0.6809 | 0.7632 | 0.8736 |
124
+ | No log | 9.7333 | 146 | 0.7995 | 0.6901 | 0.7995 | 0.8941 |
125
+ | No log | 9.8667 | 148 | 0.9441 | 0.6277 | 0.9441 | 0.9716 |
126
+ | No log | 10.0 | 150 | 1.0413 | 0.5455 | 1.0413 | 1.0204 |
127
+ | No log | 10.1333 | 152 | 1.0956 | 0.5692 | 1.0956 | 1.0467 |
128
+ | No log | 10.2667 | 154 | 1.1166 | 0.5649 | 1.1166 | 1.0567 |
129
+ | No log | 10.4 | 156 | 1.2046 | 0.5755 | 1.2046 | 1.0975 |
130
+ | No log | 10.5333 | 158 | 1.1852 | 0.5915 | 1.1852 | 1.0887 |
131
+ | No log | 10.6667 | 160 | 1.0701 | 0.5974 | 1.0701 | 1.0345 |
132
+ | No log | 10.8 | 162 | 0.9173 | 0.6323 | 0.9173 | 0.9578 |
133
+ | No log | 10.9333 | 164 | 0.7214 | 0.7347 | 0.7214 | 0.8494 |
134
+ | No log | 11.0667 | 166 | 0.6953 | 0.7534 | 0.6953 | 0.8338 |
135
+ | No log | 11.2 | 168 | 0.7027 | 0.7413 | 0.7027 | 0.8383 |
136
+ | No log | 11.3333 | 170 | 0.7657 | 0.6901 | 0.7657 | 0.8750 |
137
+ | No log | 11.4667 | 172 | 0.9875 | 0.6438 | 0.9875 | 0.9937 |
138
+ | No log | 11.6 | 174 | 1.0440 | 0.6027 | 1.0440 | 1.0218 |
139
+ | No log | 11.7333 | 176 | 0.9659 | 0.6131 | 0.9659 | 0.9828 |
140
+ | No log | 11.8667 | 178 | 0.9263 | 0.6522 | 0.9263 | 0.9625 |
141
+ | No log | 12.0 | 180 | 0.9092 | 0.6423 | 0.9092 | 0.9535 |
142
+ | No log | 12.1333 | 182 | 0.9064 | 0.6277 | 0.9064 | 0.9520 |
143
+ | No log | 12.2667 | 184 | 0.9109 | 0.6176 | 0.9109 | 0.9544 |
144
+ | No log | 12.4 | 186 | 0.9422 | 0.6029 | 0.9422 | 0.9707 |
145
+ | No log | 12.5333 | 188 | 1.0177 | 0.6241 | 1.0177 | 1.0088 |
146
+ | No log | 12.6667 | 190 | 1.1664 | 0.6154 | 1.1664 | 1.0800 |
147
+ | No log | 12.8 | 192 | 1.2425 | 0.5972 | 1.2425 | 1.1147 |
148
+ | No log | 12.9333 | 194 | 1.0991 | 0.6 | 1.0991 | 1.0484 |
149
+ | No log | 13.0667 | 196 | 0.9600 | 0.6029 | 0.9600 | 0.9798 |
150
+ | No log | 13.2 | 198 | 0.8865 | 0.6087 | 0.8865 | 0.9415 |
151
+ | No log | 13.3333 | 200 | 0.8820 | 0.6277 | 0.8820 | 0.9392 |
152
+ | No log | 13.4667 | 202 | 0.9883 | 0.6143 | 0.9883 | 0.9941 |
153
+ | No log | 13.6 | 204 | 1.0696 | 0.6099 | 1.0696 | 1.0342 |
154
+ | No log | 13.7333 | 206 | 1.0808 | 0.6143 | 1.0808 | 1.0396 |
155
+ | No log | 13.8667 | 208 | 1.1522 | 0.6 | 1.1522 | 1.0734 |
156
+ | No log | 14.0 | 210 | 1.1571 | 0.5839 | 1.1571 | 1.0757 |
157
+ | No log | 14.1333 | 212 | 1.1449 | 0.6087 | 1.1449 | 1.0700 |
158
+ | No log | 14.2667 | 214 | 1.1036 | 0.6131 | 1.1036 | 1.0505 |
159
+ | No log | 14.4 | 216 | 0.9916 | 0.5985 | 0.9916 | 0.9958 |
160
+ | No log | 14.5333 | 218 | 0.9330 | 0.5926 | 0.9330 | 0.9659 |
161
+ | No log | 14.6667 | 220 | 0.9423 | 0.6187 | 0.9423 | 0.9707 |
162
+ | No log | 14.8 | 222 | 0.8956 | 0.6176 | 0.8956 | 0.9463 |
163
+ | No log | 14.9333 | 224 | 0.9036 | 0.6715 | 0.9036 | 0.9506 |
164
+ | No log | 15.0667 | 226 | 0.9851 | 0.6074 | 0.9851 | 0.9925 |
165
+ | No log | 15.2 | 228 | 1.0505 | 0.6043 | 1.0505 | 1.0249 |
166
+ | No log | 15.3333 | 230 | 0.9727 | 0.6119 | 0.9727 | 0.9862 |
167
+ | No log | 15.4667 | 232 | 0.9387 | 0.6222 | 0.9387 | 0.9688 |
168
+ | No log | 15.6 | 234 | 0.9847 | 0.6483 | 0.9847 | 0.9923 |
169
+ | No log | 15.7333 | 236 | 1.1289 | 0.6415 | 1.1289 | 1.0625 |
170
+ | No log | 15.8667 | 238 | 1.1370 | 0.6329 | 1.1370 | 1.0663 |
171
+ | No log | 16.0 | 240 | 1.1060 | 0.6164 | 1.1060 | 1.0517 |
172
+ | No log | 16.1333 | 242 | 1.1443 | 0.6241 | 1.1443 | 1.0697 |
173
+ | No log | 16.2667 | 244 | 1.1473 | 0.6241 | 1.1473 | 1.0711 |
174
+ | No log | 16.4 | 246 | 1.1726 | 0.6338 | 1.1726 | 1.0829 |
175
+ | No log | 16.5333 | 248 | 1.1472 | 0.6099 | 1.1472 | 1.0711 |
176
+ | No log | 16.6667 | 250 | 1.0388 | 0.6029 | 1.0388 | 1.0192 |
177
+ | No log | 16.8 | 252 | 0.9390 | 0.6331 | 0.9390 | 0.9690 |
178
+ | No log | 16.9333 | 254 | 0.9287 | 0.6434 | 0.9287 | 0.9637 |
179
+ | No log | 17.0667 | 256 | 0.9144 | 0.6957 | 0.9144 | 0.9563 |
180
+ | No log | 17.2 | 258 | 0.9830 | 0.6626 | 0.9830 | 0.9915 |
181
+ | No log | 17.3333 | 260 | 1.1315 | 0.6627 | 1.1315 | 1.0637 |
182
+ | No log | 17.4667 | 262 | 1.0734 | 0.6626 | 1.0734 | 1.0360 |
183
+ | No log | 17.6 | 264 | 0.9525 | 0.7190 | 0.9525 | 0.9759 |
184
+ | No log | 17.7333 | 266 | 0.9009 | 0.6763 | 0.9009 | 0.9492 |
185
+ | No log | 17.8667 | 268 | 0.9482 | 0.6466 | 0.9482 | 0.9738 |
186
+ | No log | 18.0 | 270 | 1.0518 | 0.6061 | 1.0518 | 1.0256 |
187
+ | No log | 18.1333 | 272 | 1.0363 | 0.6061 | 1.0363 | 1.0180 |
188
+ | No log | 18.2667 | 274 | 0.9828 | 0.6260 | 0.9828 | 0.9914 |
189
+ | No log | 18.4 | 276 | 0.9671 | 0.6212 | 0.9671 | 0.9834 |
190
+ | No log | 18.5333 | 278 | 0.9856 | 0.6222 | 0.9856 | 0.9927 |
191
+ | No log | 18.6667 | 280 | 0.9763 | 0.6620 | 0.9763 | 0.9881 |
192
+ | No log | 18.8 | 282 | 1.0212 | 0.6620 | 1.0212 | 1.0105 |
193
+ | No log | 18.9333 | 284 | 1.0155 | 0.6620 | 1.0155 | 1.0077 |
194
+ | No log | 19.0667 | 286 | 1.0708 | 0.6667 | 1.0708 | 1.0348 |
195
+ | No log | 19.2 | 288 | 1.1283 | 0.6582 | 1.1283 | 1.0622 |
196
+ | No log | 19.3333 | 290 | 1.1923 | 0.6503 | 1.1923 | 1.0919 |
197
+ | No log | 19.4667 | 292 | 1.0601 | 0.6667 | 1.0601 | 1.0296 |
198
+ | No log | 19.6 | 294 | 1.0263 | 0.6795 | 1.0263 | 1.0131 |
199
+ | No log | 19.7333 | 296 | 1.0832 | 0.6624 | 1.0832 | 1.0408 |
200
+ | No log | 19.8667 | 298 | 1.0412 | 0.6790 | 1.0412 | 1.0204 |
201
+ | No log | 20.0 | 300 | 0.9402 | 0.6667 | 0.9402 | 0.9696 |
202
+ | No log | 20.1333 | 302 | 0.8753 | 0.6806 | 0.8753 | 0.9355 |
203
+ | No log | 20.2667 | 304 | 0.8673 | 0.6667 | 0.8673 | 0.9313 |
204
+ | No log | 20.4 | 306 | 0.9088 | 0.6667 | 0.9088 | 0.9533 |
205
+ | No log | 20.5333 | 308 | 0.9834 | 0.6797 | 0.9834 | 0.9917 |
206
+ | No log | 20.6667 | 310 | 1.0086 | 0.6582 | 1.0086 | 1.0043 |
207
+ | No log | 20.8 | 312 | 0.9966 | 0.6585 | 0.9966 | 0.9983 |
208
+ | No log | 20.9333 | 314 | 1.0463 | 0.6707 | 1.0463 | 1.0229 |
209
+ | No log | 21.0667 | 316 | 1.0816 | 0.6667 | 1.0816 | 1.0400 |
210
+ | No log | 21.2 | 318 | 1.1098 | 0.6242 | 1.1098 | 1.0535 |
211
+ | No log | 21.3333 | 320 | 1.0380 | 0.6154 | 1.0380 | 1.0188 |
212
+ | No log | 21.4667 | 322 | 0.9753 | 0.6176 | 0.9753 | 0.9876 |
213
+ | No log | 21.6 | 324 | 1.0447 | 0.6286 | 1.0447 | 1.0221 |
214
+ | No log | 21.7333 | 326 | 1.1366 | 0.6338 | 1.1366 | 1.0661 |
215
+ | No log | 21.8667 | 328 | 1.0398 | 0.6143 | 1.0398 | 1.0197 |
216
+ | No log | 22.0 | 330 | 1.0080 | 0.6143 | 1.0080 | 1.0040 |
217
+ | No log | 22.1333 | 332 | 0.9419 | 0.6429 | 0.9419 | 0.9705 |
218
+ | No log | 22.2667 | 334 | 0.8671 | 0.6573 | 0.8671 | 0.9312 |
219
+ | No log | 22.4 | 336 | 0.9215 | 0.6803 | 0.9215 | 0.9600 |
220
+ | No log | 22.5333 | 338 | 1.0440 | 0.6225 | 1.0440 | 1.0217 |
221
+ | No log | 22.6667 | 340 | 1.0417 | 0.6575 | 1.0417 | 1.0206 |
222
+ | No log | 22.8 | 342 | 0.9889 | 0.6286 | 0.9889 | 0.9944 |
223
+ | No log | 22.9333 | 344 | 0.9988 | 0.6571 | 0.9988 | 0.9994 |
224
+ | No log | 23.0667 | 346 | 0.9783 | 0.6619 | 0.9783 | 0.9891 |
225
+ | No log | 23.2 | 348 | 0.9708 | 0.6434 | 0.9708 | 0.9853 |
226
+ | No log | 23.3333 | 350 | 1.0487 | 0.6316 | 1.0487 | 1.0241 |
227
+ | No log | 23.4667 | 352 | 1.0396 | 0.6301 | 1.0396 | 1.0196 |
228
+ | No log | 23.6 | 354 | 0.9583 | 0.6043 | 0.9583 | 0.9789 |
229
+ | No log | 23.7333 | 356 | 0.9187 | 0.6324 | 0.9187 | 0.9585 |
230
+ | No log | 23.8667 | 358 | 0.9547 | 0.6043 | 0.9547 | 0.9771 |
231
+ | No log | 24.0 | 360 | 1.1132 | 0.6443 | 1.1132 | 1.0551 |
232
+ | No log | 24.1333 | 362 | 1.1777 | 0.6093 | 1.1777 | 1.0852 |
233
+ | No log | 24.2667 | 364 | 1.1012 | 0.6131 | 1.1012 | 1.0494 |
234
+ | No log | 24.4 | 366 | 0.9899 | 0.6377 | 0.9899 | 0.9949 |
235
+ | No log | 24.5333 | 368 | 0.9070 | 0.6324 | 0.9070 | 0.9524 |
236
+ | No log | 24.6667 | 370 | 0.9125 | 0.6569 | 0.9125 | 0.9553 |
237
+ | No log | 24.8 | 372 | 0.9867 | 0.6423 | 0.9867 | 0.9933 |
238
+ | No log | 24.9333 | 374 | 1.0075 | 0.6423 | 1.0075 | 1.0037 |
239
+ | No log | 25.0667 | 376 | 0.9666 | 0.6522 | 0.9666 | 0.9831 |
240
+ | No log | 25.2 | 378 | 0.9033 | 0.6466 | 0.9033 | 0.9504 |
241
+ | No log | 25.3333 | 380 | 0.9248 | 0.6763 | 0.9248 | 0.9617 |
242
+ | No log | 25.4667 | 382 | 1.0007 | 0.6301 | 1.0007 | 1.0004 |
243
+ | No log | 25.6 | 384 | 0.9922 | 0.6351 | 0.9922 | 0.9961 |
244
+ | No log | 25.7333 | 386 | 0.9648 | 0.6443 | 0.9648 | 0.9823 |
245
+ | No log | 25.8667 | 388 | 0.8456 | 0.6906 | 0.8456 | 0.9195 |
246
+ | No log | 26.0 | 390 | 0.8162 | 0.7042 | 0.8162 | 0.9035 |
247
+ | No log | 26.1333 | 392 | 0.8276 | 0.6950 | 0.8276 | 0.9097 |
248
+ | No log | 26.2667 | 394 | 0.9064 | 0.7034 | 0.9064 | 0.9521 |
249
+ | No log | 26.4 | 396 | 0.9804 | 0.6525 | 0.9804 | 0.9902 |
250
+ | No log | 26.5333 | 398 | 1.0055 | 0.6377 | 1.0055 | 1.0027 |
251
+ | No log | 26.6667 | 400 | 0.9419 | 0.6567 | 0.9419 | 0.9705 |
252
+ | No log | 26.8 | 402 | 0.9435 | 0.6767 | 0.9435 | 0.9714 |
253
+ | No log | 26.9333 | 404 | 1.0097 | 0.6212 | 1.0097 | 1.0049 |
254
+ | No log | 27.0667 | 406 | 1.0988 | 0.5942 | 1.0988 | 1.0482 |
255
+ | No log | 27.2 | 408 | 1.1606 | 0.5946 | 1.1606 | 1.0773 |
256
+ | No log | 27.3333 | 410 | 1.0539 | 0.6216 | 1.0539 | 1.0266 |
257
+ | No log | 27.4667 | 412 | 0.8727 | 0.6667 | 0.8727 | 0.9342 |
258
+ | No log | 27.6 | 414 | 0.7833 | 0.7050 | 0.7833 | 0.8850 |
259
+ | No log | 27.7333 | 416 | 0.7628 | 0.7050 | 0.7628 | 0.8734 |
260
+ | No log | 27.8667 | 418 | 0.7717 | 0.6714 | 0.7717 | 0.8785 |
261
+ | No log | 28.0 | 420 | 0.8107 | 0.6712 | 0.8107 | 0.9004 |
262
+ | No log | 28.1333 | 422 | 0.8331 | 0.6531 | 0.8331 | 0.9127 |
263
+ | No log | 28.2667 | 424 | 0.8927 | 0.6438 | 0.8927 | 0.9448 |
264
+ | No log | 28.4 | 426 | 1.0182 | 0.6133 | 1.0182 | 1.0091 |
265
+ | No log | 28.5333 | 428 | 1.0942 | 0.6358 | 1.0942 | 1.0460 |
266
+ | No log | 28.6667 | 430 | 1.0785 | 0.5899 | 1.0785 | 1.0385 |
267
+ | No log | 28.8 | 432 | 1.0396 | 0.5899 | 1.0396 | 1.0196 |
268
+ | No log | 28.9333 | 434 | 0.9691 | 0.6370 | 0.9691 | 0.9844 |
269
+ | No log | 29.0667 | 436 | 0.9503 | 0.6618 | 0.9503 | 0.9748 |
270
+ | No log | 29.2 | 438 | 0.9568 | 0.6519 | 0.9568 | 0.9781 |
271
+ | No log | 29.3333 | 440 | 1.0303 | 0.6154 | 1.0303 | 1.0150 |
272
+ | No log | 29.4667 | 442 | 1.0985 | 0.6301 | 1.0985 | 1.0481 |
273
+ | No log | 29.6 | 444 | 1.0627 | 0.625 | 1.0627 | 1.0309 |
274
+ | No log | 29.7333 | 446 | 1.0104 | 0.6277 | 1.0104 | 1.0052 |
275
+ | No log | 29.8667 | 448 | 0.9952 | 0.6519 | 0.9952 | 0.9976 |
276
+ | No log | 30.0 | 450 | 0.9886 | 0.6324 | 0.9886 | 0.9943 |
277
+ | No log | 30.1333 | 452 | 0.9949 | 0.6423 | 0.9949 | 0.9974 |
278
+ | No log | 30.2667 | 454 | 1.0294 | 0.6259 | 1.0294 | 1.0146 |
279
+ | No log | 30.4 | 456 | 0.9364 | 0.6624 | 0.9364 | 0.9677 |
280
+ | No log | 30.5333 | 458 | 0.8712 | 0.6909 | 0.8712 | 0.9334 |
281
+ | No log | 30.6667 | 460 | 0.7814 | 0.7273 | 0.7814 | 0.8840 |
282
+ | No log | 30.8 | 462 | 0.7434 | 0.7226 | 0.7434 | 0.8622 |
283
+ | No log | 30.9333 | 464 | 0.7723 | 0.7226 | 0.7723 | 0.8788 |
284
+ | No log | 31.0667 | 466 | 0.8276 | 0.6620 | 0.8276 | 0.9097 |
285
+ | No log | 31.2 | 468 | 0.8275 | 0.6667 | 0.8275 | 0.9096 |
286
+ | No log | 31.3333 | 470 | 0.8978 | 0.6316 | 0.8978 | 0.9475 |
287
+ | No log | 31.4667 | 472 | 0.9547 | 0.6316 | 0.9547 | 0.9771 |
288
+ | No log | 31.6 | 474 | 1.0380 | 0.6131 | 1.0380 | 1.0188 |
289
+ | No log | 31.7333 | 476 | 1.1674 | 0.6029 | 1.1674 | 1.0805 |
290
+ | No log | 31.8667 | 478 | 1.2389 | 0.5507 | 1.2389 | 1.1131 |
291
+ | No log | 32.0 | 480 | 1.1844 | 0.5630 | 1.1844 | 1.0883 |
292
+ | No log | 32.1333 | 482 | 1.1086 | 0.6061 | 1.1086 | 1.0529 |
293
+ | No log | 32.2667 | 484 | 1.0927 | 0.5938 | 1.0927 | 1.0453 |
294
+ | No log | 32.4 | 486 | 1.0898 | 0.5669 | 1.0898 | 1.0439 |
295
+ | No log | 32.5333 | 488 | 1.1151 | 0.5538 | 1.1151 | 1.0560 |
296
+ | No log | 32.6667 | 490 | 1.1816 | 0.5481 | 1.1816 | 1.0870 |
297
+ | No log | 32.8 | 492 | 1.2220 | 0.5734 | 1.2220 | 1.1055 |
298
+ | No log | 32.9333 | 494 | 1.2775 | 0.5960 | 1.2775 | 1.1303 |
299
+ | No log | 33.0667 | 496 | 1.1949 | 0.6040 | 1.1949 | 1.0931 |
300
+ | No log | 33.2 | 498 | 1.0213 | 0.6277 | 1.0213 | 1.0106 |
301
+ | 0.3115 | 33.3333 | 500 | 0.9042 | 0.6316 | 0.9042 | 0.9509 |
302
+ | 0.3115 | 33.4667 | 502 | 0.8744 | 0.6519 | 0.8744 | 0.9351 |
303
+ | 0.3115 | 33.6 | 504 | 0.8831 | 0.6418 | 0.8831 | 0.9397 |
304
+ | 0.3115 | 33.7333 | 506 | 0.9224 | 0.6377 | 0.9224 | 0.9604 |
305
+ | 0.3115 | 33.8667 | 508 | 0.9732 | 0.6443 | 0.9732 | 0.9865 |
306
+ | 0.3115 | 34.0 | 510 | 1.0563 | 0.6582 | 1.0563 | 1.0278 |
307
+ | 0.3115 | 34.1333 | 512 | 1.0273 | 0.6790 | 1.0273 | 1.0136 |
308
+ | 0.3115 | 34.2667 | 514 | 0.9763 | 0.6533 | 0.9763 | 0.9881 |
309
+ | 0.3115 | 34.4 | 516 | 0.8881 | 0.6974 | 0.8881 | 0.9424 |
310
+ | 0.3115 | 34.5333 | 518 | 0.8023 | 0.7034 | 0.8023 | 0.8957 |
311
+ | 0.3115 | 34.6667 | 520 | 0.7705 | 0.7075 | 0.7705 | 0.8778 |
312
+ | 0.3115 | 34.8 | 522 | 0.7883 | 0.7034 | 0.7883 | 0.8879 |
313
+ | 0.3115 | 34.9333 | 524 | 0.8400 | 0.7083 | 0.8400 | 0.9165 |
314
+ | 0.3115 | 35.0667 | 526 | 0.9255 | 0.6533 | 0.9255 | 0.9620 |
315
+ | 0.3115 | 35.2 | 528 | 0.9700 | 0.6443 | 0.9700 | 0.9849 |
316
+ | 0.3115 | 35.3333 | 530 | 0.9377 | 0.6533 | 0.9377 | 0.9683 |
317
+ | 0.3115 | 35.4667 | 532 | 0.8611 | 0.6571 | 0.8611 | 0.9280 |
318
+ | 0.3115 | 35.6 | 534 | 0.8192 | 0.6571 | 0.8192 | 0.9051 |
319
+ | 0.3115 | 35.7333 | 536 | 0.7956 | 0.6853 | 0.7956 | 0.8920 |
320
+ | 0.3115 | 35.8667 | 538 | 0.8034 | 0.6853 | 0.8034 | 0.8963 |
321
+ | 0.3115 | 36.0 | 540 | 0.8044 | 0.6974 | 0.8044 | 0.8969 |
322
+ | 0.3115 | 36.1333 | 542 | 0.7973 | 0.7089 | 0.7973 | 0.8929 |
323
+ | 0.3115 | 36.2667 | 544 | 0.7906 | 0.6883 | 0.7906 | 0.8892 |
324
+ | 0.3115 | 36.4 | 546 | 0.7587 | 0.6986 | 0.7587 | 0.8711 |
325
+ | 0.3115 | 36.5333 | 548 | 0.7762 | 0.7222 | 0.7762 | 0.8810 |
326
+ | 0.3115 | 36.6667 | 550 | 0.8119 | 0.6901 | 0.8119 | 0.9011 |
327
+ | 0.3115 | 36.8 | 552 | 0.8977 | 0.6475 | 0.8977 | 0.9475 |
328
+ | 0.3115 | 36.9333 | 554 | 1.0032 | 0.6187 | 1.0032 | 1.0016 |
329
+ | 0.3115 | 37.0667 | 556 | 1.0809 | 0.5942 | 1.0809 | 1.0397 |
330
+ | 0.3115 | 37.2 | 558 | 1.0841 | 0.5942 | 1.0841 | 1.0412 |
331
+ | 0.3115 | 37.3333 | 560 | 1.0333 | 0.6029 | 1.0333 | 1.0165 |
332
+ | 0.3115 | 37.4667 | 562 | 0.9995 | 0.6029 | 0.9995 | 0.9997 |
333
 
334
 
335
  ### Framework versions