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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_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: 0.5460
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- - Qwk: 0.4774
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- - Mse: 0.5460
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- - Rmse: 0.7389
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  ## Model description
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@@ -47,263 +47,258 @@ 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 | 0.02 | 2 | 2.4336 | -0.0262 | 2.4336 | 1.5600 |
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- | No log | 0.04 | 4 | 1.1177 | 0.1251 | 1.1177 | 1.0572 |
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- | No log | 0.06 | 6 | 0.7027 | 0.1321 | 0.7027 | 0.8383 |
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- | No log | 0.08 | 8 | 0.6669 | 0.1846 | 0.6669 | 0.8166 |
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- | No log | 0.1 | 10 | 0.8837 | 0.3455 | 0.8837 | 0.9400 |
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- | No log | 0.12 | 12 | 1.2123 | 0.1283 | 1.2123 | 1.1011 |
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- | No log | 0.14 | 14 | 1.0419 | 0.1621 | 1.0419 | 1.0207 |
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- | No log | 0.16 | 16 | 0.9212 | 0.2183 | 0.9212 | 0.9598 |
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- | No log | 0.18 | 18 | 0.9159 | 0.2316 | 0.9159 | 0.9570 |
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- | No log | 0.2 | 20 | 0.8530 | 0.3819 | 0.8530 | 0.9236 |
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- | No log | 0.22 | 22 | 0.7369 | 0.1617 | 0.7369 | 0.8584 |
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- | No log | 0.24 | 24 | 0.6641 | 0.0937 | 0.6641 | 0.8149 |
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- | No log | 0.26 | 26 | 0.6216 | 0.2142 | 0.6216 | 0.7884 |
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- | No log | 0.28 | 28 | 0.5442 | 0.4314 | 0.5442 | 0.7377 |
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- | No log | 0.3 | 30 | 0.5884 | 0.3831 | 0.5884 | 0.7671 |
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- | No log | 0.32 | 32 | 0.6476 | 0.5083 | 0.6476 | 0.8047 |
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- | No log | 0.34 | 34 | 0.5482 | 0.4888 | 0.5482 | 0.7404 |
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- | No log | 0.36 | 36 | 0.4813 | 0.6052 | 0.4813 | 0.6937 |
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- | No log | 0.38 | 38 | 0.5166 | 0.5498 | 0.5166 | 0.7187 |
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- | No log | 0.4 | 40 | 0.5304 | 0.5877 | 0.5304 | 0.7283 |
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- | No log | 0.42 | 42 | 0.8805 | 0.3262 | 0.8805 | 0.9383 |
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- | No log | 0.44 | 44 | 0.8463 | 0.3322 | 0.8463 | 0.9200 |
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- | No log | 0.46 | 46 | 0.5334 | 0.5452 | 0.5334 | 0.7304 |
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- | No log | 0.48 | 48 | 0.6184 | 0.5481 | 0.6184 | 0.7864 |
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- | No log | 0.5 | 50 | 0.8713 | 0.3790 | 0.8713 | 0.9334 |
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- | No log | 0.52 | 52 | 0.6121 | 0.5378 | 0.6121 | 0.7824 |
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- | No log | 0.54 | 54 | 0.4697 | 0.5617 | 0.4697 | 0.6854 |
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- | No log | 0.56 | 56 | 0.6125 | 0.5152 | 0.6125 | 0.7826 |
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- | No log | 0.58 | 58 | 0.6373 | 0.4589 | 0.6373 | 0.7983 |
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- | No log | 0.6 | 60 | 0.5841 | 0.4322 | 0.5841 | 0.7642 |
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- | No log | 0.62 | 62 | 0.5709 | 0.4662 | 0.5709 | 0.7556 |
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- | No log | 0.64 | 64 | 0.8000 | 0.4951 | 0.8000 | 0.8944 |
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- | No log | 0.66 | 66 | 1.0245 | 0.4011 | 1.0245 | 1.0122 |
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- | No log | 0.68 | 68 | 0.7877 | 0.5310 | 0.7877 | 0.8875 |
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- | No log | 0.7 | 70 | 0.5326 | 0.4596 | 0.5326 | 0.7298 |
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- | No log | 0.72 | 72 | 0.5103 | 0.4448 | 0.5103 | 0.7144 |
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- | No log | 0.74 | 74 | 0.5131 | 0.4561 | 0.5131 | 0.7163 |
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- | No log | 0.76 | 76 | 0.4900 | 0.4838 | 0.4900 | 0.7000 |
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- | No log | 0.78 | 78 | 0.4794 | 0.5457 | 0.4794 | 0.6924 |
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- | No log | 0.8 | 80 | 0.5166 | 0.5571 | 0.5166 | 0.7187 |
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- | No log | 0.82 | 82 | 0.5016 | 0.5798 | 0.5016 | 0.7083 |
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- | No log | 0.84 | 84 | 0.5150 | 0.6353 | 0.5150 | 0.7176 |
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- | No log | 0.86 | 86 | 0.6014 | 0.4638 | 0.6014 | 0.7755 |
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- | No log | 0.88 | 88 | 0.6618 | 0.4794 | 0.6618 | 0.8135 |
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- | No log | 0.9 | 90 | 0.5386 | 0.6222 | 0.5386 | 0.7339 |
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- | No log | 0.92 | 92 | 0.6051 | 0.5765 | 0.6051 | 0.7779 |
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- | No log | 0.94 | 94 | 0.6192 | 0.6367 | 0.6192 | 0.7869 |
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- | No log | 0.96 | 96 | 0.6490 | 0.5742 | 0.6490 | 0.8056 |
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- | No log | 0.98 | 98 | 0.8902 | 0.4576 | 0.8902 | 0.9435 |
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- | No log | 1.0 | 100 | 0.9072 | 0.4386 | 0.9072 | 0.9525 |
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- | No log | 1.02 | 102 | 0.6718 | 0.5213 | 0.6718 | 0.8196 |
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- | No log | 1.04 | 104 | 0.5507 | 0.5589 | 0.5507 | 0.7421 |
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- | No log | 1.06 | 106 | 0.5274 | 0.5476 | 0.5274 | 0.7262 |
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- | No log | 1.08 | 108 | 0.5014 | 0.5231 | 0.5014 | 0.7081 |
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- | No log | 1.1 | 110 | 0.4889 | 0.6275 | 0.4889 | 0.6992 |
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- | No log | 1.12 | 112 | 0.4941 | 0.5226 | 0.4941 | 0.7029 |
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- | No log | 1.1400 | 114 | 0.5404 | 0.5576 | 0.5404 | 0.7351 |
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- | No log | 1.16 | 116 | 0.5000 | 0.5827 | 0.5000 | 0.7071 |
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- | No log | 1.18 | 118 | 0.5057 | 0.5705 | 0.5057 | 0.7111 |
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- | No log | 1.2 | 120 | 0.4649 | 0.6554 | 0.4649 | 0.6818 |
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- | No log | 1.22 | 122 | 0.5905 | 0.5415 | 0.5905 | 0.7685 |
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- | No log | 1.24 | 124 | 0.6216 | 0.5474 | 0.6216 | 0.7884 |
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- | No log | 1.26 | 126 | 0.5379 | 0.5452 | 0.5379 | 0.7334 |
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- | No log | 1.28 | 128 | 0.5202 | 0.5150 | 0.5202 | 0.7213 |
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- | No log | 1.3 | 130 | 0.5333 | 0.5034 | 0.5333 | 0.7303 |
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- | No log | 1.32 | 132 | 0.5977 | 0.5455 | 0.5977 | 0.7731 |
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- | No log | 1.34 | 134 | 0.6683 | 0.5508 | 0.6683 | 0.8175 |
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- | No log | 1.3600 | 136 | 0.5604 | 0.5291 | 0.5604 | 0.7486 |
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- | No log | 1.38 | 138 | 0.5166 | 0.4473 | 0.5166 | 0.7188 |
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- | No log | 1.4 | 140 | 0.4885 | 0.4857 | 0.4885 | 0.6989 |
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- | No log | 1.42 | 142 | 0.5161 | 0.4507 | 0.5161 | 0.7184 |
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- | No log | 1.44 | 144 | 0.5903 | 0.5687 | 0.5903 | 0.7683 |
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- | No log | 1.46 | 146 | 0.5110 | 0.4997 | 0.5110 | 0.7149 |
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- | No log | 1.48 | 148 | 0.5085 | 0.5722 | 0.5085 | 0.7131 |
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- | No log | 1.5 | 150 | 0.6388 | 0.5970 | 0.6388 | 0.7992 |
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- | No log | 1.52 | 152 | 0.5558 | 0.5927 | 0.5558 | 0.7455 |
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- | No log | 1.54 | 154 | 0.4846 | 0.4954 | 0.4846 | 0.6961 |
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- | No log | 1.56 | 156 | 0.5322 | 0.5599 | 0.5322 | 0.7295 |
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- | No log | 1.58 | 158 | 0.7361 | 0.4338 | 0.7361 | 0.8579 |
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- | No log | 1.6 | 160 | 0.7054 | 0.4815 | 0.7054 | 0.8399 |
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- | No log | 1.62 | 162 | 0.5173 | 0.6181 | 0.5173 | 0.7192 |
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- | No log | 1.6400 | 164 | 0.5233 | 0.6189 | 0.5233 | 0.7234 |
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- | No log | 1.6600 | 166 | 0.8778 | 0.5501 | 0.8778 | 0.9369 |
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- | No log | 1.6800 | 168 | 0.9912 | 0.4633 | 0.9912 | 0.9956 |
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- | No log | 1.7 | 170 | 0.8150 | 0.5157 | 0.8150 | 0.9028 |
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- | No log | 1.72 | 172 | 0.5731 | 0.5857 | 0.5731 | 0.7570 |
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- | No log | 1.74 | 174 | 0.4673 | 0.5413 | 0.4673 | 0.6836 |
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- | No log | 1.76 | 176 | 0.5112 | 0.5868 | 0.5112 | 0.7150 |
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- | No log | 1.78 | 178 | 0.5368 | 0.5678 | 0.5368 | 0.7327 |
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- | No log | 1.8 | 180 | 0.5065 | 0.6101 | 0.5065 | 0.7117 |
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- | No log | 1.8200 | 182 | 0.5677 | 0.5161 | 0.5677 | 0.7535 |
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- | No log | 1.8400 | 184 | 0.6485 | 0.5251 | 0.6485 | 0.8053 |
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- | No log | 1.8600 | 186 | 0.6607 | 0.5062 | 0.6607 | 0.8128 |
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- | No log | 1.88 | 188 | 0.6159 | 0.5323 | 0.6159 | 0.7848 |
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- | No log | 1.9 | 190 | 0.5391 | 0.4872 | 0.5391 | 0.7342 |
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- | No log | 1.92 | 192 | 0.5168 | 0.5133 | 0.5168 | 0.7189 |
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- | No log | 1.94 | 194 | 0.5070 | 0.5061 | 0.5070 | 0.7120 |
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- | No log | 1.96 | 196 | 0.5092 | 0.5042 | 0.5092 | 0.7136 |
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- | No log | 1.98 | 198 | 0.5705 | 0.4582 | 0.5705 | 0.7553 |
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- | No log | 2.0 | 200 | 0.6946 | 0.5310 | 0.6946 | 0.8334 |
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- | No log | 2.02 | 202 | 0.6341 | 0.5124 | 0.6341 | 0.7963 |
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- | No log | 2.04 | 204 | 0.5996 | 0.6131 | 0.5996 | 0.7743 |
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- | No log | 2.06 | 206 | 0.6785 | 0.5581 | 0.6785 | 0.8237 |
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- | No log | 2.08 | 208 | 0.5603 | 0.5863 | 0.5603 | 0.7485 |
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- | No log | 2.1 | 210 | 0.4828 | 0.6242 | 0.4828 | 0.6948 |
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- | No log | 2.12 | 212 | 0.4738 | 0.5397 | 0.4738 | 0.6883 |
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- | No log | 2.14 | 214 | 0.4622 | 0.5003 | 0.4622 | 0.6798 |
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- | No log | 2.16 | 216 | 0.4613 | 0.4895 | 0.4613 | 0.6792 |
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- | No log | 2.18 | 218 | 0.5422 | 0.5609 | 0.5422 | 0.7364 |
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- | No log | 2.2 | 220 | 0.5679 | 0.5609 | 0.5679 | 0.7536 |
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- | No log | 2.22 | 222 | 0.5358 | 0.5373 | 0.5358 | 0.7320 |
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- | No log | 2.24 | 224 | 0.4739 | 0.5715 | 0.4739 | 0.6884 |
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- | No log | 2.26 | 226 | 0.4894 | 0.5479 | 0.4894 | 0.6996 |
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- | No log | 2.2800 | 228 | 0.4965 | 0.4762 | 0.4965 | 0.7046 |
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- | No log | 2.3 | 230 | 0.5071 | 0.4888 | 0.5071 | 0.7121 |
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- | No log | 2.32 | 232 | 0.6275 | 0.5085 | 0.6275 | 0.7922 |
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- | No log | 2.34 | 234 | 0.6429 | 0.4933 | 0.6429 | 0.8018 |
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- | No log | 2.36 | 236 | 0.5460 | 0.5131 | 0.5460 | 0.7389 |
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- | No log | 2.38 | 238 | 0.4982 | 0.4962 | 0.4982 | 0.7059 |
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- | No log | 2.4 | 240 | 0.5455 | 0.3754 | 0.5455 | 0.7386 |
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- | No log | 2.42 | 242 | 0.5730 | 0.4204 | 0.5730 | 0.7569 |
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- | No log | 2.44 | 244 | 0.5306 | 0.5127 | 0.5306 | 0.7284 |
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- | No log | 2.46 | 246 | 0.4739 | 0.5286 | 0.4739 | 0.6884 |
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- | No log | 2.48 | 248 | 0.4972 | 0.5125 | 0.4972 | 0.7051 |
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- | No log | 2.5 | 250 | 0.5733 | 0.5692 | 0.5733 | 0.7572 |
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- | No log | 2.52 | 252 | 0.5502 | 0.5814 | 0.5502 | 0.7418 |
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- | No log | 2.54 | 254 | 0.5114 | 0.5190 | 0.5114 | 0.7151 |
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- | No log | 2.56 | 256 | 0.4824 | 0.4828 | 0.4824 | 0.6946 |
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- | No log | 2.58 | 258 | 0.4908 | 0.4945 | 0.4908 | 0.7006 |
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- | No log | 2.6 | 260 | 0.5071 | 0.5233 | 0.5071 | 0.7121 |
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- | No log | 2.62 | 262 | 0.5454 | 0.4959 | 0.5454 | 0.7385 |
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- | No log | 2.64 | 264 | 0.5076 | 0.4782 | 0.5076 | 0.7125 |
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- | No log | 2.66 | 266 | 0.4674 | 0.5703 | 0.4674 | 0.6837 |
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- | No log | 2.68 | 268 | 0.4661 | 0.5446 | 0.4661 | 0.6827 |
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- | No log | 2.7 | 270 | 0.4709 | 0.5943 | 0.4709 | 0.6862 |
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- | No log | 2.7200 | 272 | 0.5029 | 0.5822 | 0.5029 | 0.7091 |
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- | No log | 2.74 | 274 | 0.4940 | 0.6143 | 0.4940 | 0.7029 |
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- | No log | 2.76 | 276 | 0.4947 | 0.6052 | 0.4947 | 0.7034 |
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- | No log | 2.7800 | 278 | 0.5029 | 0.6052 | 0.5029 | 0.7092 |
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- | No log | 2.8 | 280 | 0.5189 | 0.6341 | 0.5189 | 0.7204 |
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- | No log | 2.82 | 282 | 0.5380 | 0.5884 | 0.5380 | 0.7335 |
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- | No log | 2.84 | 284 | 0.5818 | 0.5096 | 0.5818 | 0.7627 |
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- | No log | 2.86 | 286 | 0.5932 | 0.4893 | 0.5932 | 0.7702 |
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- | No log | 2.88 | 288 | 0.6177 | 0.4759 | 0.6177 | 0.7859 |
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- | No log | 2.9 | 290 | 0.6082 | 0.4964 | 0.6082 | 0.7798 |
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- | No log | 2.92 | 292 | 0.6086 | 0.4964 | 0.6086 | 0.7801 |
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- | No log | 2.94 | 294 | 0.5151 | 0.5086 | 0.5151 | 0.7177 |
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- | No log | 2.96 | 296 | 0.4882 | 0.5327 | 0.4882 | 0.6987 |
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- | No log | 2.98 | 298 | 0.4704 | 0.5034 | 0.4704 | 0.6858 |
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- | No log | 3.0 | 300 | 0.4879 | 0.5086 | 0.4879 | 0.6985 |
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- | No log | 3.02 | 302 | 0.5181 | 0.5712 | 0.5181 | 0.7198 |
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- | No log | 3.04 | 304 | 0.4900 | 0.5682 | 0.4900 | 0.7000 |
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- | No log | 3.06 | 306 | 0.4720 | 0.6382 | 0.4720 | 0.6870 |
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- | No log | 3.08 | 308 | 0.5000 | 0.5524 | 0.5000 | 0.7071 |
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- | No log | 3.1 | 310 | 0.5000 | 0.5592 | 0.5000 | 0.7071 |
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- | No log | 3.12 | 312 | 0.4885 | 0.5936 | 0.4885 | 0.6989 |
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- | No log | 3.14 | 314 | 0.5164 | 0.5326 | 0.5164 | 0.7186 |
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- | No log | 3.16 | 316 | 0.6109 | 0.5190 | 0.6109 | 0.7816 |
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- | No log | 3.18 | 318 | 0.6291 | 0.4795 | 0.6291 | 0.7932 |
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- | No log | 3.2 | 320 | 0.6128 | 0.4884 | 0.6128 | 0.7828 |
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- | No log | 3.22 | 322 | 0.6407 | 0.4940 | 0.6407 | 0.8005 |
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- | No log | 3.24 | 324 | 0.6600 | 0.4930 | 0.6600 | 0.8124 |
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- | No log | 3.26 | 326 | 0.6784 | 0.5295 | 0.6784 | 0.8236 |
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- | No log | 3.2800 | 328 | 0.5590 | 0.5131 | 0.5590 | 0.7477 |
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- | No log | 3.3 | 330 | 0.4872 | 0.3763 | 0.4872 | 0.6980 |
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- | No log | 3.32 | 332 | 0.4901 | 0.4878 | 0.4901 | 0.7001 |
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- | No log | 3.34 | 334 | 0.4911 | 0.5213 | 0.4911 | 0.7008 |
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- | No log | 3.36 | 336 | 0.5213 | 0.5081 | 0.5213 | 0.7220 |
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- | No log | 3.38 | 338 | 0.5777 | 0.5562 | 0.5777 | 0.7601 |
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- | No log | 3.4 | 340 | 0.5336 | 0.5140 | 0.5336 | 0.7305 |
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- | No log | 3.42 | 342 | 0.5038 | 0.4642 | 0.5038 | 0.7098 |
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- | No log | 3.44 | 344 | 0.5023 | 0.4639 | 0.5023 | 0.7087 |
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- | No log | 3.46 | 346 | 0.5104 | 0.4314 | 0.5104 | 0.7144 |
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- | No log | 3.48 | 348 | 0.5118 | 0.4402 | 0.5118 | 0.7154 |
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- | No log | 3.5 | 350 | 0.5259 | 0.3919 | 0.5259 | 0.7252 |
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- | No log | 3.52 | 352 | 0.6353 | 0.4815 | 0.6353 | 0.7970 |
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- | No log | 3.54 | 354 | 0.7651 | 0.4541 | 0.7651 | 0.8747 |
229
- | No log | 3.56 | 356 | 0.7617 | 0.4347 | 0.7617 | 0.8727 |
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- | No log | 3.58 | 358 | 0.6819 | 0.4959 | 0.6819 | 0.8258 |
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- | No log | 3.6 | 360 | 0.6344 | 0.5113 | 0.6344 | 0.7965 |
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- | No log | 3.62 | 362 | 0.5907 | 0.5131 | 0.5907 | 0.7686 |
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- | No log | 3.64 | 364 | 0.5699 | 0.5219 | 0.5699 | 0.7549 |
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- | No log | 3.66 | 366 | 0.5659 | 0.5219 | 0.5659 | 0.7523 |
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- | No log | 3.68 | 368 | 0.5448 | 0.5349 | 0.5448 | 0.7381 |
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- | No log | 3.7 | 370 | 0.5420 | 0.5111 | 0.5420 | 0.7362 |
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- | No log | 3.7200 | 372 | 0.5440 | 0.5111 | 0.5440 | 0.7376 |
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- | No log | 3.74 | 374 | 0.5328 | 0.4459 | 0.5328 | 0.7299 |
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- | No log | 3.76 | 376 | 0.5608 | 0.4315 | 0.5608 | 0.7489 |
240
- | No log | 3.7800 | 378 | 0.6015 | 0.4606 | 0.6015 | 0.7756 |
241
- | No log | 3.8 | 380 | 0.6127 | 0.4819 | 0.6127 | 0.7827 |
242
- | No log | 3.82 | 382 | 0.6607 | 0.5027 | 0.6607 | 0.8128 |
243
- | No log | 3.84 | 384 | 0.6560 | 0.5027 | 0.6560 | 0.8099 |
244
- | No log | 3.86 | 386 | 0.6135 | 0.4892 | 0.6135 | 0.7833 |
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- | No log | 3.88 | 388 | 0.5263 | 0.4437 | 0.5263 | 0.7255 |
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- | No log | 3.9 | 390 | 0.5103 | 0.4402 | 0.5103 | 0.7143 |
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- | No log | 3.92 | 392 | 0.5171 | 0.5028 | 0.5171 | 0.7191 |
248
- | No log | 3.94 | 394 | 0.5051 | 0.4229 | 0.5051 | 0.7107 |
249
- | No log | 3.96 | 396 | 0.5341 | 0.4875 | 0.5341 | 0.7308 |
250
- | No log | 3.98 | 398 | 0.6487 | 0.5325 | 0.6487 | 0.8054 |
251
- | No log | 4.0 | 400 | 0.6871 | 0.5295 | 0.6871 | 0.8289 |
252
- | No log | 4.02 | 402 | 0.6139 | 0.4978 | 0.6139 | 0.7835 |
253
- | No log | 4.04 | 404 | 0.5173 | 0.4795 | 0.5173 | 0.7192 |
254
- | No log | 4.06 | 406 | 0.5236 | 0.3988 | 0.5236 | 0.7236 |
255
- | No log | 4.08 | 408 | 0.5491 | 0.5065 | 0.5491 | 0.7410 |
256
- | No log | 4.1 | 410 | 0.5365 | 0.5110 | 0.5365 | 0.7324 |
257
- | No log | 4.12 | 412 | 0.5256 | 0.4206 | 0.5256 | 0.7250 |
258
- | No log | 4.14 | 414 | 0.6206 | 0.5326 | 0.6206 | 0.7878 |
259
- | No log | 4.16 | 416 | 0.7311 | 0.4601 | 0.7311 | 0.8550 |
260
- | No log | 4.18 | 418 | 0.7374 | 0.4462 | 0.7374 | 0.8587 |
261
- | No log | 4.2 | 420 | 0.6355 | 0.4815 | 0.6355 | 0.7972 |
262
- | No log | 4.22 | 422 | 0.5739 | 0.3840 | 0.5739 | 0.7576 |
263
- | No log | 4.24 | 424 | 0.5675 | 0.3919 | 0.5675 | 0.7533 |
264
- | No log | 4.26 | 426 | 0.5719 | 0.3840 | 0.5719 | 0.7563 |
265
- | No log | 4.28 | 428 | 0.6036 | 0.4835 | 0.6036 | 0.7769 |
266
- | No log | 4.3 | 430 | 0.6301 | 0.4979 | 0.6301 | 0.7938 |
267
- | No log | 4.32 | 432 | 0.5941 | 0.4270 | 0.5941 | 0.7708 |
268
- | No log | 4.34 | 434 | 0.5668 | 0.3688 | 0.5668 | 0.7529 |
269
- | No log | 4.36 | 436 | 0.5820 | 0.4905 | 0.5820 | 0.7629 |
270
- | No log | 4.38 | 438 | 0.5967 | 0.4815 | 0.5967 | 0.7725 |
271
- | No log | 4.4 | 440 | 0.6562 | 0.5183 | 0.6562 | 0.8101 |
272
- | No log | 4.42 | 442 | 0.6859 | 0.4404 | 0.6859 | 0.8282 |
273
- | No log | 4.44 | 444 | 0.6350 | 0.4959 | 0.6350 | 0.7969 |
274
- | No log | 4.46 | 446 | 0.5644 | 0.3688 | 0.5644 | 0.7512 |
275
- | No log | 4.48 | 448 | 0.5244 | 0.5344 | 0.5244 | 0.7242 |
276
- | No log | 4.5 | 450 | 0.5298 | 0.5160 | 0.5298 | 0.7279 |
277
- | No log | 4.52 | 452 | 0.5242 | 0.4809 | 0.5242 | 0.7240 |
278
- | No log | 4.54 | 454 | 0.5335 | 0.4569 | 0.5335 | 0.7304 |
279
- | No log | 4.5600 | 456 | 0.6017 | 0.4574 | 0.6017 | 0.7757 |
280
- | No log | 4.58 | 458 | 0.6588 | 0.5665 | 0.6588 | 0.8117 |
281
- | No log | 4.6 | 460 | 0.6455 | 0.5665 | 0.6455 | 0.8035 |
282
- | No log | 4.62 | 462 | 0.5768 | 0.4502 | 0.5768 | 0.7595 |
283
- | No log | 4.64 | 464 | 0.5252 | 0.4027 | 0.5252 | 0.7247 |
284
- | No log | 4.66 | 466 | 0.5270 | 0.4857 | 0.5270 | 0.7260 |
285
- | No log | 4.68 | 468 | 0.5328 | 0.3728 | 0.5328 | 0.7299 |
286
- | No log | 4.7 | 470 | 0.5522 | 0.3701 | 0.5522 | 0.7431 |
287
- | No log | 4.72 | 472 | 0.5794 | 0.4592 | 0.5794 | 0.7612 |
288
- | No log | 4.74 | 474 | 0.5950 | 0.5233 | 0.5950 | 0.7714 |
289
- | No log | 4.76 | 476 | 0.6270 | 0.5048 | 0.6270 | 0.7918 |
290
- | No log | 4.78 | 478 | 0.6646 | 0.5249 | 0.6646 | 0.8152 |
291
- | No log | 4.8 | 480 | 0.6558 | 0.5249 | 0.6558 | 0.8098 |
292
- | No log | 4.82 | 482 | 0.6476 | 0.5249 | 0.6476 | 0.8047 |
293
- | No log | 4.84 | 484 | 0.6499 | 0.5548 | 0.6499 | 0.8062 |
294
- | No log | 4.86 | 486 | 0.6366 | 0.5418 | 0.6366 | 0.7979 |
295
- | No log | 4.88 | 488 | 0.6159 | 0.5233 | 0.6159 | 0.7848 |
296
- | No log | 4.9 | 490 | 0.5684 | 0.3976 | 0.5684 | 0.7540 |
297
- | No log | 4.92 | 492 | 0.5504 | 0.3701 | 0.5504 | 0.7419 |
298
- | No log | 4.9400 | 494 | 0.5266 | 0.4768 | 0.5266 | 0.7257 |
299
- | No log | 4.96 | 496 | 0.5216 | 0.5133 | 0.5216 | 0.7222 |
300
- | No log | 4.98 | 498 | 0.5291 | 0.4719 | 0.5291 | 0.7274 |
301
- | 0.3244 | 5.0 | 500 | 0.5346 | 0.5125 | 0.5346 | 0.7312 |
302
- | 0.3244 | 5.02 | 502 | 0.5547 | 0.4845 | 0.5547 | 0.7448 |
303
- | 0.3244 | 5.04 | 504 | 0.5754 | 0.5101 | 0.5754 | 0.7585 |
304
- | 0.3244 | 5.06 | 506 | 0.5656 | 0.4335 | 0.5656 | 0.7520 |
305
- | 0.3244 | 5.08 | 508 | 0.5544 | 0.4134 | 0.5544 | 0.7446 |
306
- | 0.3244 | 5.1 | 510 | 0.5460 | 0.4774 | 0.5460 | 0.7389 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_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: 0.4351
19
+ - Qwk: 0.5970
20
+ - Mse: 0.4351
21
+ - Rmse: 0.6596
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.4 | 2 | 2.4735 | -0.0788 | 2.4735 | 1.5727 |
53
+ | No log | 0.8 | 4 | 1.4778 | 0.1001 | 1.4778 | 1.2157 |
54
+ | No log | 1.2 | 6 | 0.7282 | 0.2430 | 0.7282 | 0.8533 |
55
+ | No log | 1.6 | 8 | 0.6639 | 0.2121 | 0.6639 | 0.8148 |
56
+ | No log | 2.0 | 10 | 0.7835 | 0.3051 | 0.7835 | 0.8851 |
57
+ | No log | 2.4 | 12 | 0.6741 | 0.4387 | 0.6741 | 0.8210 |
58
+ | No log | 2.8 | 14 | 0.5778 | 0.3907 | 0.5778 | 0.7602 |
59
+ | No log | 3.2 | 16 | 0.7846 | 0.4265 | 0.7846 | 0.8858 |
60
+ | No log | 3.6 | 18 | 1.0669 | 0.2894 | 1.0669 | 1.0329 |
61
+ | No log | 4.0 | 20 | 0.6874 | 0.5373 | 0.6874 | 0.8291 |
62
+ | No log | 4.4 | 22 | 0.4244 | 0.6683 | 0.4244 | 0.6515 |
63
+ | No log | 4.8 | 24 | 0.4244 | 0.6683 | 0.4244 | 0.6515 |
64
+ | No log | 5.2 | 26 | 0.5281 | 0.5862 | 0.5281 | 0.7267 |
65
+ | No log | 5.6 | 28 | 0.7427 | 0.4568 | 0.7427 | 0.8618 |
66
+ | No log | 6.0 | 30 | 0.5694 | 0.5739 | 0.5694 | 0.7546 |
67
+ | No log | 6.4 | 32 | 0.4939 | 0.6496 | 0.4939 | 0.7027 |
68
+ | No log | 6.8 | 34 | 0.5189 | 0.6152 | 0.5189 | 0.7203 |
69
+ | No log | 7.2 | 36 | 0.4846 | 0.7094 | 0.4846 | 0.6961 |
70
+ | No log | 7.6 | 38 | 0.5840 | 0.5887 | 0.5840 | 0.7642 |
71
+ | No log | 8.0 | 40 | 0.5220 | 0.6104 | 0.5220 | 0.7225 |
72
+ | No log | 8.4 | 42 | 0.4786 | 0.6009 | 0.4786 | 0.6918 |
73
+ | No log | 8.8 | 44 | 0.4485 | 0.6953 | 0.4485 | 0.6697 |
74
+ | No log | 9.2 | 46 | 0.7905 | 0.4338 | 0.7905 | 0.8891 |
75
+ | No log | 9.6 | 48 | 0.7824 | 0.4338 | 0.7824 | 0.8845 |
76
+ | No log | 10.0 | 50 | 0.4300 | 0.6395 | 0.4300 | 0.6558 |
77
+ | No log | 10.4 | 52 | 0.4288 | 0.6458 | 0.4288 | 0.6549 |
78
+ | No log | 10.8 | 54 | 0.4372 | 0.6118 | 0.4372 | 0.6612 |
79
+ | No log | 11.2 | 56 | 0.5298 | 0.6117 | 0.5298 | 0.7279 |
80
+ | No log | 11.6 | 58 | 0.4553 | 0.6235 | 0.4553 | 0.6748 |
81
+ | No log | 12.0 | 60 | 0.5204 | 0.5895 | 0.5204 | 0.7214 |
82
+ | No log | 12.4 | 62 | 0.6216 | 0.4874 | 0.6216 | 0.7884 |
83
+ | No log | 12.8 | 64 | 0.4519 | 0.6541 | 0.4519 | 0.6722 |
84
+ | No log | 13.2 | 66 | 0.4189 | 0.6481 | 0.4189 | 0.6472 |
85
+ | No log | 13.6 | 68 | 0.4676 | 0.6092 | 0.4676 | 0.6838 |
86
+ | No log | 14.0 | 70 | 0.4577 | 0.6271 | 0.4577 | 0.6766 |
87
+ | No log | 14.4 | 72 | 0.4104 | 0.6661 | 0.4104 | 0.6406 |
88
+ | No log | 14.8 | 74 | 0.5343 | 0.5510 | 0.5343 | 0.7309 |
89
+ | No log | 15.2 | 76 | 0.6467 | 0.3913 | 0.6467 | 0.8042 |
90
+ | No log | 15.6 | 78 | 0.5060 | 0.5907 | 0.5060 | 0.7114 |
91
+ | No log | 16.0 | 80 | 0.4300 | 0.6555 | 0.4300 | 0.6558 |
92
+ | No log | 16.4 | 82 | 0.5137 | 0.5015 | 0.5137 | 0.7167 |
93
+ | No log | 16.8 | 84 | 0.4532 | 0.5642 | 0.4532 | 0.6732 |
94
+ | No log | 17.2 | 86 | 0.4281 | 0.6914 | 0.4281 | 0.6543 |
95
+ | No log | 17.6 | 88 | 0.4531 | 0.6132 | 0.4531 | 0.6731 |
96
+ | No log | 18.0 | 90 | 0.4142 | 0.6860 | 0.4142 | 0.6436 |
97
+ | No log | 18.4 | 92 | 0.6580 | 0.5220 | 0.6580 | 0.8112 |
98
+ | No log | 18.8 | 94 | 0.8426 | 0.4474 | 0.8426 | 0.9179 |
99
+ | No log | 19.2 | 96 | 0.6451 | 0.5464 | 0.6451 | 0.8032 |
100
+ | No log | 19.6 | 98 | 0.4267 | 0.7022 | 0.4267 | 0.6532 |
101
+ | No log | 20.0 | 100 | 0.4450 | 0.6687 | 0.4450 | 0.6671 |
102
+ | No log | 20.4 | 102 | 0.4218 | 0.6828 | 0.4218 | 0.6495 |
103
+ | No log | 20.8 | 104 | 0.4704 | 0.6260 | 0.4704 | 0.6858 |
104
+ | No log | 21.2 | 106 | 0.5125 | 0.5664 | 0.5125 | 0.7159 |
105
+ | No log | 21.6 | 108 | 0.5410 | 0.5464 | 0.5410 | 0.7355 |
106
+ | No log | 22.0 | 110 | 0.4358 | 0.5751 | 0.4358 | 0.6602 |
107
+ | No log | 22.4 | 112 | 0.4274 | 0.6931 | 0.4274 | 0.6538 |
108
+ | No log | 22.8 | 114 | 0.4479 | 0.5852 | 0.4479 | 0.6692 |
109
+ | No log | 23.2 | 116 | 0.4367 | 0.6464 | 0.4367 | 0.6608 |
110
+ | No log | 23.6 | 118 | 0.4980 | 0.5765 | 0.4980 | 0.7057 |
111
+ | No log | 24.0 | 120 | 0.4686 | 0.6017 | 0.4686 | 0.6845 |
112
+ | No log | 24.4 | 122 | 0.4292 | 0.7041 | 0.4292 | 0.6552 |
113
+ | No log | 24.8 | 124 | 0.4304 | 0.6359 | 0.4304 | 0.6561 |
114
+ | No log | 25.2 | 126 | 0.4342 | 0.6359 | 0.4342 | 0.6589 |
115
+ | No log | 25.6 | 128 | 0.4154 | 0.7110 | 0.4154 | 0.6445 |
116
+ | No log | 26.0 | 130 | 0.5238 | 0.6072 | 0.5238 | 0.7237 |
117
+ | No log | 26.4 | 132 | 0.5487 | 0.5900 | 0.5487 | 0.7408 |
118
+ | No log | 26.8 | 134 | 0.4492 | 0.6886 | 0.4492 | 0.6702 |
119
+ | No log | 27.2 | 136 | 0.4106 | 0.72 | 0.4106 | 0.6408 |
120
+ | No log | 27.6 | 138 | 0.4091 | 0.7293 | 0.4091 | 0.6396 |
121
+ | No log | 28.0 | 140 | 0.4178 | 0.6772 | 0.4178 | 0.6464 |
122
+ | No log | 28.4 | 142 | 0.4528 | 0.6705 | 0.4528 | 0.6729 |
123
+ | No log | 28.8 | 144 | 0.4301 | 0.6690 | 0.4301 | 0.6558 |
124
+ | No log | 29.2 | 146 | 0.4373 | 0.6601 | 0.4373 | 0.6613 |
125
+ | No log | 29.6 | 148 | 0.4393 | 0.6601 | 0.4393 | 0.6628 |
126
+ | No log | 30.0 | 150 | 0.4256 | 0.6771 | 0.4256 | 0.6524 |
127
+ | No log | 30.4 | 152 | 0.4235 | 0.7489 | 0.4235 | 0.6508 |
128
+ | No log | 30.8 | 154 | 0.4290 | 0.6977 | 0.4290 | 0.6550 |
129
+ | No log | 31.2 | 156 | 0.4275 | 0.7489 | 0.4275 | 0.6538 |
130
+ | No log | 31.6 | 158 | 0.4774 | 0.5957 | 0.4774 | 0.6910 |
131
+ | No log | 32.0 | 160 | 0.6062 | 0.5220 | 0.6062 | 0.7786 |
132
+ | No log | 32.4 | 162 | 0.6117 | 0.5034 | 0.6117 | 0.7821 |
133
+ | No log | 32.8 | 164 | 0.5107 | 0.5650 | 0.5107 | 0.7146 |
134
+ | No log | 33.2 | 166 | 0.4278 | 0.6873 | 0.4278 | 0.6541 |
135
+ | No log | 33.6 | 168 | 0.4165 | 0.7032 | 0.4165 | 0.6454 |
136
+ | No log | 34.0 | 170 | 0.4179 | 0.7118 | 0.4179 | 0.6465 |
137
+ | No log | 34.4 | 172 | 0.4186 | 0.7042 | 0.4186 | 0.6470 |
138
+ | No log | 34.8 | 174 | 0.4701 | 0.5650 | 0.4701 | 0.6856 |
139
+ | No log | 35.2 | 176 | 0.4877 | 0.5581 | 0.4877 | 0.6984 |
140
+ | No log | 35.6 | 178 | 0.4890 | 0.5581 | 0.4890 | 0.6993 |
141
+ | No log | 36.0 | 180 | 0.4551 | 0.5836 | 0.4551 | 0.6746 |
142
+ | No log | 36.4 | 182 | 0.4243 | 0.7012 | 0.4243 | 0.6514 |
143
+ | No log | 36.8 | 184 | 0.4345 | 0.6627 | 0.4345 | 0.6592 |
144
+ | No log | 37.2 | 186 | 0.4319 | 0.6627 | 0.4319 | 0.6572 |
145
+ | No log | 37.6 | 188 | 0.4257 | 0.7032 | 0.4257 | 0.6525 |
146
+ | No log | 38.0 | 190 | 0.4371 | 0.6577 | 0.4371 | 0.6611 |
147
+ | No log | 38.4 | 192 | 0.4338 | 0.6566 | 0.4338 | 0.6586 |
148
+ | No log | 38.8 | 194 | 0.4368 | 0.6214 | 0.4368 | 0.6609 |
149
+ | No log | 39.2 | 196 | 0.4471 | 0.5995 | 0.4471 | 0.6686 |
150
+ | No log | 39.6 | 198 | 0.4368 | 0.6739 | 0.4368 | 0.6609 |
151
+ | No log | 40.0 | 200 | 0.4782 | 0.5621 | 0.4782 | 0.6915 |
152
+ | No log | 40.4 | 202 | 0.5267 | 0.5778 | 0.5267 | 0.7258 |
153
+ | No log | 40.8 | 204 | 0.4966 | 0.5778 | 0.4966 | 0.7047 |
154
+ | No log | 41.2 | 206 | 0.4384 | 0.6322 | 0.4384 | 0.6621 |
155
+ | No log | 41.6 | 208 | 0.4397 | 0.6787 | 0.4397 | 0.6631 |
156
+ | No log | 42.0 | 210 | 0.4341 | 0.6953 | 0.4341 | 0.6589 |
157
+ | No log | 42.4 | 212 | 0.4311 | 0.6503 | 0.4311 | 0.6566 |
158
+ | No log | 42.8 | 214 | 0.4446 | 0.5200 | 0.4446 | 0.6668 |
159
+ | No log | 43.2 | 216 | 0.4380 | 0.6143 | 0.4380 | 0.6618 |
160
+ | No log | 43.6 | 218 | 0.4170 | 0.6950 | 0.4170 | 0.6457 |
161
+ | No log | 44.0 | 220 | 0.4173 | 0.6771 | 0.4173 | 0.6460 |
162
+ | No log | 44.4 | 222 | 0.4201 | 0.6407 | 0.4201 | 0.6482 |
163
+ | No log | 44.8 | 224 | 0.4378 | 0.6627 | 0.4378 | 0.6617 |
164
+ | No log | 45.2 | 226 | 0.4457 | 0.6803 | 0.4457 | 0.6676 |
165
+ | No log | 45.6 | 228 | 0.4296 | 0.6143 | 0.4296 | 0.6554 |
166
+ | No log | 46.0 | 230 | 0.4143 | 0.6852 | 0.4143 | 0.6437 |
167
+ | No log | 46.4 | 232 | 0.4150 | 0.6747 | 0.4150 | 0.6442 |
168
+ | No log | 46.8 | 234 | 0.4200 | 0.6636 | 0.4200 | 0.6481 |
169
+ | No log | 47.2 | 236 | 0.4252 | 0.6517 | 0.4252 | 0.6521 |
170
+ | No log | 47.6 | 238 | 0.4302 | 0.5819 | 0.4302 | 0.6559 |
171
+ | No log | 48.0 | 240 | 0.4282 | 0.5836 | 0.4282 | 0.6544 |
172
+ | No log | 48.4 | 242 | 0.4324 | 0.6229 | 0.4324 | 0.6575 |
173
+ | No log | 48.8 | 244 | 0.4582 | 0.5587 | 0.4582 | 0.6769 |
174
+ | No log | 49.2 | 246 | 0.4596 | 0.5373 | 0.4596 | 0.6779 |
175
+ | No log | 49.6 | 248 | 0.4268 | 0.6678 | 0.4268 | 0.6533 |
176
+ | No log | 50.0 | 250 | 0.4144 | 0.6866 | 0.4144 | 0.6437 |
177
+ | No log | 50.4 | 252 | 0.4204 | 0.6866 | 0.4204 | 0.6484 |
178
+ | No log | 50.8 | 254 | 0.4262 | 0.6661 | 0.4262 | 0.6529 |
179
+ | No log | 51.2 | 256 | 0.4215 | 0.6448 | 0.4215 | 0.6493 |
180
+ | No log | 51.6 | 258 | 0.4240 | 0.6770 | 0.4240 | 0.6511 |
181
+ | No log | 52.0 | 260 | 0.4245 | 0.6566 | 0.4245 | 0.6516 |
182
+ | No log | 52.4 | 262 | 0.4279 | 0.6904 | 0.4279 | 0.6541 |
183
+ | No log | 52.8 | 264 | 0.4279 | 0.6904 | 0.4279 | 0.6541 |
184
+ | No log | 53.2 | 266 | 0.4274 | 0.6483 | 0.4274 | 0.6537 |
185
+ | No log | 53.6 | 268 | 0.4405 | 0.5335 | 0.4405 | 0.6637 |
186
+ | No log | 54.0 | 270 | 0.4397 | 0.5352 | 0.4397 | 0.6631 |
187
+ | No log | 54.4 | 272 | 0.4282 | 0.5611 | 0.4282 | 0.6544 |
188
+ | No log | 54.8 | 274 | 0.4228 | 0.6073 | 0.4228 | 0.6502 |
189
+ | No log | 55.2 | 276 | 0.4274 | 0.6648 | 0.4274 | 0.6538 |
190
+ | No log | 55.6 | 278 | 0.4279 | 0.6648 | 0.4279 | 0.6541 |
191
+ | No log | 56.0 | 280 | 0.4197 | 0.6759 | 0.4197 | 0.6479 |
192
+ | No log | 56.4 | 282 | 0.4230 | 0.5611 | 0.4230 | 0.6504 |
193
+ | No log | 56.8 | 284 | 0.4270 | 0.5611 | 0.4270 | 0.6535 |
194
+ | No log | 57.2 | 286 | 0.4264 | 0.5611 | 0.4264 | 0.6530 |
195
+ | No log | 57.6 | 288 | 0.4340 | 0.5826 | 0.4340 | 0.6588 |
196
+ | No log | 58.0 | 290 | 0.4385 | 0.5918 | 0.4385 | 0.6622 |
197
+ | No log | 58.4 | 292 | 0.4317 | 0.5611 | 0.4317 | 0.6571 |
198
+ | No log | 58.8 | 294 | 0.4383 | 0.5918 | 0.4383 | 0.6620 |
199
+ | No log | 59.2 | 296 | 0.4298 | 0.5702 | 0.4298 | 0.6556 |
200
+ | No log | 59.6 | 298 | 0.4299 | 0.5702 | 0.4299 | 0.6557 |
201
+ | No log | 60.0 | 300 | 0.4207 | 0.6667 | 0.4207 | 0.6486 |
202
+ | No log | 60.4 | 302 | 0.4152 | 0.6854 | 0.4152 | 0.6444 |
203
+ | No log | 60.8 | 304 | 0.4165 | 0.6854 | 0.4165 | 0.6454 |
204
+ | No log | 61.2 | 306 | 0.4190 | 0.6854 | 0.4190 | 0.6473 |
205
+ | No log | 61.6 | 308 | 0.4396 | 0.5495 | 0.4396 | 0.6630 |
206
+ | No log | 62.0 | 310 | 0.4665 | 0.5384 | 0.4665 | 0.6830 |
207
+ | No log | 62.4 | 312 | 0.4757 | 0.5528 | 0.4757 | 0.6897 |
208
+ | No log | 62.8 | 314 | 0.4645 | 0.5384 | 0.4645 | 0.6815 |
209
+ | No log | 63.2 | 316 | 0.4482 | 0.5438 | 0.4482 | 0.6695 |
210
+ | No log | 63.6 | 318 | 0.4329 | 0.5495 | 0.4329 | 0.6580 |
211
+ | No log | 64.0 | 320 | 0.4319 | 0.5571 | 0.4319 | 0.6572 |
212
+ | No log | 64.4 | 322 | 0.4351 | 0.5649 | 0.4351 | 0.6596 |
213
+ | No log | 64.8 | 324 | 0.4357 | 0.5861 | 0.4357 | 0.6601 |
214
+ | No log | 65.2 | 326 | 0.4353 | 0.6661 | 0.4353 | 0.6598 |
215
+ | No log | 65.6 | 328 | 0.4384 | 0.6725 | 0.4384 | 0.6621 |
216
+ | No log | 66.0 | 330 | 0.4383 | 0.6733 | 0.4383 | 0.6621 |
217
+ | No log | 66.4 | 332 | 0.4381 | 0.6101 | 0.4381 | 0.6619 |
218
+ | No log | 66.8 | 334 | 0.4379 | 0.6154 | 0.4379 | 0.6618 |
219
+ | No log | 67.2 | 336 | 0.4426 | 0.6154 | 0.4426 | 0.6653 |
220
+ | No log | 67.6 | 338 | 0.4422 | 0.6154 | 0.4422 | 0.6649 |
221
+ | No log | 68.0 | 340 | 0.4413 | 0.6154 | 0.4413 | 0.6643 |
222
+ | No log | 68.4 | 342 | 0.4394 | 0.6068 | 0.4394 | 0.6629 |
223
+ | No log | 68.8 | 344 | 0.4349 | 0.6101 | 0.4349 | 0.6594 |
224
+ | No log | 69.2 | 346 | 0.4348 | 0.6101 | 0.4348 | 0.6594 |
225
+ | No log | 69.6 | 348 | 0.4402 | 0.5826 | 0.4402 | 0.6635 |
226
+ | No log | 70.0 | 350 | 0.4634 | 0.5721 | 0.4634 | 0.6807 |
227
+ | No log | 70.4 | 352 | 0.4990 | 0.5408 | 0.4990 | 0.7064 |
228
+ | No log | 70.8 | 354 | 0.5073 | 0.5408 | 0.5073 | 0.7123 |
229
+ | No log | 71.2 | 356 | 0.4854 | 0.5408 | 0.4854 | 0.6967 |
230
+ | No log | 71.6 | 358 | 0.4558 | 0.5908 | 0.4558 | 0.6751 |
231
+ | No log | 72.0 | 360 | 0.4382 | 0.6156 | 0.4382 | 0.6620 |
232
+ | No log | 72.4 | 362 | 0.4320 | 0.5826 | 0.4320 | 0.6572 |
233
+ | No log | 72.8 | 364 | 0.4309 | 0.5611 | 0.4309 | 0.6564 |
234
+ | No log | 73.2 | 366 | 0.4297 | 0.6292 | 0.4297 | 0.6555 |
235
+ | No log | 73.6 | 368 | 0.4281 | 0.6292 | 0.4281 | 0.6543 |
236
+ | No log | 74.0 | 370 | 0.4290 | 0.6464 | 0.4290 | 0.6550 |
237
+ | No log | 74.4 | 372 | 0.4304 | 0.5890 | 0.4304 | 0.6561 |
238
+ | No log | 74.8 | 374 | 0.4331 | 0.5611 | 0.4331 | 0.6581 |
239
+ | No log | 75.2 | 376 | 0.4350 | 0.5611 | 0.4350 | 0.6595 |
240
+ | No log | 75.6 | 378 | 0.4366 | 0.5611 | 0.4366 | 0.6608 |
241
+ | No log | 76.0 | 380 | 0.4352 | 0.5611 | 0.4352 | 0.6597 |
242
+ | No log | 76.4 | 382 | 0.4345 | 0.5649 | 0.4345 | 0.6591 |
243
+ | No log | 76.8 | 384 | 0.4365 | 0.5611 | 0.4365 | 0.6606 |
244
+ | No log | 77.2 | 386 | 0.4380 | 0.5826 | 0.4380 | 0.6618 |
245
+ | No log | 77.6 | 388 | 0.4351 | 0.5611 | 0.4351 | 0.6596 |
246
+ | No log | 78.0 | 390 | 0.4325 | 0.5765 | 0.4325 | 0.6576 |
247
+ | No log | 78.4 | 392 | 0.4318 | 0.5970 | 0.4318 | 0.6571 |
248
+ | No log | 78.8 | 394 | 0.4317 | 0.6464 | 0.4317 | 0.6570 |
249
+ | No log | 79.2 | 396 | 0.4316 | 0.6464 | 0.4316 | 0.6570 |
250
+ | No log | 79.6 | 398 | 0.4312 | 0.5970 | 0.4312 | 0.6566 |
251
+ | No log | 80.0 | 400 | 0.4320 | 0.5812 | 0.4320 | 0.6573 |
252
+ | No log | 80.4 | 402 | 0.4334 | 0.5812 | 0.4334 | 0.6583 |
253
+ | No log | 80.8 | 404 | 0.4341 | 0.6020 | 0.4341 | 0.6588 |
254
+ | No log | 81.2 | 406 | 0.4341 | 0.6020 | 0.4341 | 0.6589 |
255
+ | No log | 81.6 | 408 | 0.4370 | 0.6223 | 0.4370 | 0.6611 |
256
+ | No log | 82.0 | 410 | 0.4435 | 0.6034 | 0.4435 | 0.6660 |
257
+ | No log | 82.4 | 412 | 0.4515 | 0.6235 | 0.4515 | 0.6719 |
258
+ | No log | 82.8 | 414 | 0.4613 | 0.5779 | 0.4613 | 0.6792 |
259
+ | No log | 83.2 | 416 | 0.4598 | 0.5779 | 0.4598 | 0.6781 |
260
+ | No log | 83.6 | 418 | 0.4554 | 0.5554 | 0.4554 | 0.6749 |
261
+ | No log | 84.0 | 420 | 0.4493 | 0.5554 | 0.4493 | 0.6703 |
262
+ | No log | 84.4 | 422 | 0.4459 | 0.6034 | 0.4459 | 0.6678 |
263
+ | No log | 84.8 | 424 | 0.4469 | 0.5554 | 0.4469 | 0.6685 |
264
+ | No log | 85.2 | 426 | 0.4447 | 0.5554 | 0.4447 | 0.6669 |
265
+ | No log | 85.6 | 428 | 0.4412 | 0.5611 | 0.4412 | 0.6642 |
266
+ | No log | 86.0 | 430 | 0.4396 | 0.5890 | 0.4396 | 0.6630 |
267
+ | No log | 86.4 | 432 | 0.4390 | 0.5890 | 0.4390 | 0.6625 |
268
+ | No log | 86.8 | 434 | 0.4389 | 0.5890 | 0.4389 | 0.6625 |
269
+ | No log | 87.2 | 436 | 0.4388 | 0.5890 | 0.4388 | 0.6624 |
270
+ | No log | 87.6 | 438 | 0.4392 | 0.5890 | 0.4392 | 0.6628 |
271
+ | No log | 88.0 | 440 | 0.4400 | 0.5687 | 0.4400 | 0.6633 |
272
+ | No log | 88.4 | 442 | 0.4402 | 0.5178 | 0.4402 | 0.6635 |
273
+ | No log | 88.8 | 444 | 0.4409 | 0.5266 | 0.4409 | 0.6640 |
274
+ | No log | 89.2 | 446 | 0.4417 | 0.5266 | 0.4417 | 0.6646 |
275
+ | No log | 89.6 | 448 | 0.4432 | 0.5266 | 0.4432 | 0.6657 |
276
+ | No log | 90.0 | 450 | 0.4433 | 0.5266 | 0.4433 | 0.6658 |
277
+ | No log | 90.4 | 452 | 0.4412 | 0.5266 | 0.4412 | 0.6642 |
278
+ | No log | 90.8 | 454 | 0.4394 | 0.5266 | 0.4394 | 0.6629 |
279
+ | No log | 91.2 | 456 | 0.4383 | 0.5266 | 0.4383 | 0.6620 |
280
+ | No log | 91.6 | 458 | 0.4372 | 0.5687 | 0.4372 | 0.6612 |
281
+ | No log | 92.0 | 460 | 0.4362 | 0.5687 | 0.4362 | 0.6605 |
282
+ | No log | 92.4 | 462 | 0.4360 | 0.5687 | 0.4360 | 0.6603 |
283
+ | No log | 92.8 | 464 | 0.4362 | 0.5687 | 0.4362 | 0.6605 |
284
+ | No log | 93.2 | 466 | 0.4364 | 0.5687 | 0.4364 | 0.6606 |
285
+ | No log | 93.6 | 468 | 0.4368 | 0.5890 | 0.4368 | 0.6609 |
286
+ | No log | 94.0 | 470 | 0.4371 | 0.5890 | 0.4371 | 0.6612 |
287
+ | No log | 94.4 | 472 | 0.4378 | 0.5890 | 0.4378 | 0.6617 |
288
+ | No log | 94.8 | 474 | 0.4381 | 0.5890 | 0.4381 | 0.6619 |
289
+ | No log | 95.2 | 476 | 0.4383 | 0.5890 | 0.4383 | 0.6621 |
290
+ | No log | 95.6 | 478 | 0.4380 | 0.5890 | 0.4380 | 0.6618 |
291
+ | No log | 96.0 | 480 | 0.4373 | 0.5970 | 0.4373 | 0.6613 |
292
+ | No log | 96.4 | 482 | 0.4365 | 0.5970 | 0.4365 | 0.6607 |
293
+ | No log | 96.8 | 484 | 0.4360 | 0.5970 | 0.4360 | 0.6603 |
294
+ | No log | 97.2 | 486 | 0.4357 | 0.5970 | 0.4357 | 0.6601 |
295
+ | No log | 97.6 | 488 | 0.4354 | 0.5970 | 0.4354 | 0.6599 |
296
+ | No log | 98.0 | 490 | 0.4353 | 0.5970 | 0.4353 | 0.6598 |
297
+ | No log | 98.4 | 492 | 0.4352 | 0.5970 | 0.4352 | 0.6597 |
298
+ | No log | 98.8 | 494 | 0.4351 | 0.5970 | 0.4351 | 0.6596 |
299
+ | No log | 99.2 | 496 | 0.4351 | 0.5970 | 0.4351 | 0.6596 |
300
+ | No log | 99.6 | 498 | 0.4351 | 0.5970 | 0.4351 | 0.6596 |
301
+ | 0.1804 | 100.0 | 500 | 0.4351 | 0.5970 | 0.4351 | 0.6596 |
 
 
 
 
 
302
 
303
 
304
  ### Framework versions