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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task2_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_run2_AugV5_k16_task2_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_run2_AugV5_k16_task2_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: 0.6828
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- - Qwk: 0.5727
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- - Mse: 0.6828
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- - Rmse: 0.8263
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  ## Model description
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@@ -47,272 +47,354 @@ 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 | 0.0222 | 2 | 4.4190 | 0.0074 | 4.4190 | 2.1021 |
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- | No log | 0.0444 | 4 | 3.3703 | 0.0110 | 3.3703 | 1.8358 |
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- | No log | 0.0667 | 6 | 1.5892 | 0.0142 | 1.5892 | 1.2606 |
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- | No log | 0.0889 | 8 | 1.2261 | 0.1468 | 1.2261 | 1.1073 |
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- | No log | 0.1111 | 10 | 1.1820 | 0.1857 | 1.1820 | 1.0872 |
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- | No log | 0.1333 | 12 | 1.1741 | 0.1417 | 1.1741 | 1.0836 |
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- | No log | 0.1556 | 14 | 1.1535 | 0.1417 | 1.1535 | 1.0740 |
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- | No log | 0.1778 | 16 | 1.1692 | 0.1852 | 1.1692 | 1.0813 |
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- | No log | 0.2 | 18 | 1.2379 | 0.0992 | 1.2379 | 1.1126 |
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- | No log | 0.2222 | 20 | 1.2614 | 0.1196 | 1.2614 | 1.1231 |
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- | No log | 0.2444 | 22 | 1.1552 | 0.1865 | 1.1552 | 1.0748 |
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- | No log | 0.2667 | 24 | 1.1063 | 0.1984 | 1.1063 | 1.0518 |
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- | No log | 0.2889 | 26 | 1.0525 | 0.3119 | 1.0525 | 1.0259 |
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- | No log | 0.3111 | 28 | 1.0529 | 0.2621 | 1.0529 | 1.0261 |
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- | No log | 0.3333 | 30 | 1.0257 | 0.3066 | 1.0257 | 1.0128 |
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- | No log | 0.3556 | 32 | 1.0519 | 0.3039 | 1.0519 | 1.0256 |
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- | No log | 0.3778 | 34 | 1.1857 | 0.2815 | 1.1857 | 1.0889 |
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- | No log | 0.4 | 36 | 1.3220 | 0.2925 | 1.3220 | 1.1498 |
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- | No log | 0.4222 | 38 | 1.4109 | 0.2927 | 1.4109 | 1.1878 |
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- | No log | 0.4444 | 40 | 1.3176 | 0.3442 | 1.3176 | 1.1479 |
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- | No log | 0.4667 | 42 | 1.3797 | 0.3624 | 1.3797 | 1.1746 |
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- | No log | 0.4889 | 44 | 1.2141 | 0.3689 | 1.2141 | 1.1019 |
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- | No log | 0.5111 | 46 | 1.0321 | 0.5159 | 1.0321 | 1.0159 |
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- | No log | 0.5333 | 48 | 0.8357 | 0.5779 | 0.8357 | 0.9142 |
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- | No log | 0.5556 | 50 | 0.7647 | 0.5447 | 0.7647 | 0.8745 |
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- | No log | 0.5778 | 52 | 0.7141 | 0.6356 | 0.7141 | 0.8451 |
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- | No log | 0.6 | 54 | 0.7734 | 0.5426 | 0.7734 | 0.8794 |
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- | No log | 0.6222 | 56 | 0.7335 | 0.5700 | 0.7335 | 0.8565 |
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- | No log | 0.6444 | 58 | 0.7380 | 0.5569 | 0.7380 | 0.8591 |
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- | No log | 0.6667 | 60 | 0.7502 | 0.4879 | 0.7502 | 0.8662 |
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- | No log | 0.6889 | 62 | 0.7564 | 0.5226 | 0.7564 | 0.8697 |
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- | No log | 0.7111 | 64 | 0.7203 | 0.6476 | 0.7203 | 0.8487 |
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- | No log | 0.7333 | 66 | 0.8219 | 0.5427 | 0.8219 | 0.9066 |
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- | No log | 0.7556 | 68 | 0.8639 | 0.5208 | 0.8639 | 0.9295 |
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- | No log | 0.7778 | 70 | 0.7540 | 0.6008 | 0.7540 | 0.8683 |
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- | No log | 0.8 | 72 | 0.6460 | 0.7217 | 0.6460 | 0.8038 |
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- | No log | 0.8222 | 74 | 0.6670 | 0.6410 | 0.6670 | 0.8167 |
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- | No log | 0.8444 | 76 | 0.6326 | 0.7232 | 0.6326 | 0.7954 |
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- | No log | 0.8667 | 78 | 0.6386 | 0.6791 | 0.6386 | 0.7991 |
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- | No log | 0.8889 | 80 | 0.6423 | 0.6588 | 0.6423 | 0.8014 |
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- | No log | 0.9111 | 82 | 0.6476 | 0.6368 | 0.6476 | 0.8048 |
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- | No log | 0.9333 | 84 | 0.7034 | 0.5905 | 0.7034 | 0.8387 |
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- | No log | 0.9556 | 86 | 0.6789 | 0.6317 | 0.6789 | 0.8240 |
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- | No log | 0.9778 | 88 | 0.6507 | 0.7066 | 0.6507 | 0.8067 |
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- | No log | 1.0 | 90 | 0.7936 | 0.5962 | 0.7936 | 0.8909 |
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- | No log | 1.0222 | 92 | 0.9145 | 0.5384 | 0.9145 | 0.9563 |
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- | No log | 1.0444 | 94 | 0.8781 | 0.5548 | 0.8781 | 0.9371 |
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- | No log | 1.0667 | 96 | 0.7339 | 0.5975 | 0.7339 | 0.8567 |
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- | No log | 1.0889 | 98 | 0.6821 | 0.5327 | 0.6821 | 0.8259 |
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- | No log | 1.1111 | 100 | 0.6844 | 0.5746 | 0.6844 | 0.8273 |
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- | No log | 1.1333 | 102 | 0.6546 | 0.6809 | 0.6546 | 0.8091 |
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- | No log | 1.1556 | 104 | 0.8604 | 0.6007 | 0.8604 | 0.9276 |
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- | No log | 1.1778 | 106 | 1.0673 | 0.5963 | 1.0673 | 1.0331 |
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- | No log | 1.2 | 108 | 0.8574 | 0.5836 | 0.8574 | 0.9260 |
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- | No log | 1.2222 | 110 | 0.6188 | 0.7088 | 0.6188 | 0.7866 |
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- | No log | 1.2444 | 112 | 0.7067 | 0.5881 | 0.7067 | 0.8407 |
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- | No log | 1.2667 | 114 | 0.6727 | 0.5678 | 0.6727 | 0.8202 |
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- | No log | 1.2889 | 116 | 0.6278 | 0.6908 | 0.6278 | 0.7923 |
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- | No log | 1.3111 | 118 | 0.7104 | 0.6330 | 0.7104 | 0.8428 |
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- | No log | 1.3333 | 120 | 0.9479 | 0.5028 | 0.9479 | 0.9736 |
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- | No log | 1.3556 | 122 | 1.0724 | 0.4741 | 1.0724 | 1.0356 |
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- | No log | 1.3778 | 124 | 0.9706 | 0.5425 | 0.9706 | 0.9852 |
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- | No log | 1.4 | 126 | 0.7284 | 0.6385 | 0.7284 | 0.8534 |
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- | No log | 1.4222 | 128 | 0.6674 | 0.6651 | 0.6674 | 0.8170 |
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- | No log | 1.4444 | 130 | 0.6977 | 0.6385 | 0.6977 | 0.8353 |
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- | No log | 1.4667 | 132 | 0.8796 | 0.6073 | 0.8796 | 0.9379 |
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- | No log | 1.4889 | 134 | 1.0217 | 0.5779 | 1.0217 | 1.0108 |
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- | No log | 1.5111 | 136 | 0.9597 | 0.6179 | 0.9597 | 0.9797 |
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- | No log | 1.5333 | 138 | 0.7597 | 0.6365 | 0.7597 | 0.8716 |
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- | No log | 1.5556 | 140 | 0.6667 | 0.7243 | 0.6667 | 0.8165 |
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- | No log | 1.5778 | 142 | 0.6491 | 0.7029 | 0.6491 | 0.8056 |
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- | No log | 1.6 | 144 | 0.7584 | 0.6474 | 0.7584 | 0.8708 |
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- | No log | 1.6222 | 146 | 1.1018 | 0.5437 | 1.1018 | 1.0497 |
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- | No log | 1.6444 | 148 | 1.1365 | 0.5331 | 1.1365 | 1.0661 |
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- | No log | 1.6667 | 150 | 0.8769 | 0.6045 | 0.8769 | 0.9364 |
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- | No log | 1.6889 | 152 | 0.6631 | 0.6481 | 0.6631 | 0.8143 |
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- | No log | 1.7111 | 154 | 0.6527 | 0.6369 | 0.6527 | 0.8079 |
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- | No log | 1.7333 | 156 | 0.7453 | 0.6481 | 0.7453 | 0.8633 |
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- | No log | 1.7556 | 158 | 0.7695 | 0.6568 | 0.7695 | 0.8772 |
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- | No log | 1.7778 | 160 | 0.7274 | 0.6755 | 0.7274 | 0.8529 |
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- | No log | 1.8 | 162 | 0.7980 | 0.6568 | 0.7980 | 0.8933 |
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- | No log | 1.8222 | 164 | 0.9144 | 0.5626 | 0.9144 | 0.9563 |
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- | No log | 1.8444 | 166 | 0.8779 | 0.5420 | 0.8779 | 0.9370 |
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- | No log | 1.8667 | 168 | 0.7640 | 0.6109 | 0.7640 | 0.8741 |
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- | No log | 1.8889 | 170 | 0.7575 | 0.5204 | 0.7575 | 0.8704 |
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- | No log | 1.9111 | 172 | 0.8076 | 0.5318 | 0.8076 | 0.8987 |
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- | No log | 1.9333 | 174 | 0.9245 | 0.5455 | 0.9245 | 0.9615 |
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- | No log | 1.9556 | 176 | 0.9137 | 0.5614 | 0.9137 | 0.9559 |
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- | No log | 1.9778 | 178 | 0.9302 | 0.6083 | 0.9302 | 0.9645 |
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- | No log | 2.0 | 180 | 0.8706 | 0.6062 | 0.8706 | 0.9331 |
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- | No log | 2.0222 | 182 | 0.8067 | 0.6159 | 0.8067 | 0.8981 |
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- | No log | 2.0444 | 184 | 0.9044 | 0.6219 | 0.9044 | 0.9510 |
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- | No log | 2.0667 | 186 | 1.0556 | 0.5467 | 1.0556 | 1.0274 |
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- | No log | 2.0889 | 188 | 0.9795 | 0.4872 | 0.9795 | 0.9897 |
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- | No log | 2.1111 | 190 | 0.9317 | 0.4714 | 0.9317 | 0.9652 |
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- | No log | 2.1333 | 192 | 0.9217 | 0.4632 | 0.9217 | 0.9601 |
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- | No log | 2.1556 | 194 | 0.8560 | 0.5736 | 0.8560 | 0.9252 |
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- | No log | 2.1778 | 196 | 0.7688 | 0.6026 | 0.7688 | 0.8768 |
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- | No log | 2.2 | 198 | 0.7808 | 0.6287 | 0.7808 | 0.8836 |
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- | No log | 2.2222 | 200 | 0.9055 | 0.5962 | 0.9055 | 0.9516 |
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- | No log | 2.2444 | 202 | 1.0061 | 0.6018 | 1.0061 | 1.0030 |
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- | No log | 2.2667 | 204 | 0.9056 | 0.5962 | 0.9056 | 0.9516 |
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- | No log | 2.2889 | 206 | 0.7856 | 0.6139 | 0.7856 | 0.8863 |
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- | No log | 2.3111 | 208 | 0.8475 | 0.5791 | 0.8475 | 0.9206 |
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- | No log | 2.3333 | 210 | 0.9197 | 0.5893 | 0.9197 | 0.9590 |
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- | No log | 2.3556 | 212 | 0.7868 | 0.5685 | 0.7868 | 0.8870 |
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- | No log | 2.3778 | 214 | 0.7234 | 0.5606 | 0.7234 | 0.8505 |
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- | No log | 2.4 | 216 | 0.7108 | 0.6084 | 0.7108 | 0.8431 |
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- | No log | 2.4222 | 218 | 0.7301 | 0.5957 | 0.7301 | 0.8545 |
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- | No log | 2.4444 | 220 | 0.7361 | 0.5766 | 0.7361 | 0.8579 |
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- | No log | 2.4667 | 222 | 0.7745 | 0.5741 | 0.7745 | 0.8801 |
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- | No log | 2.4889 | 224 | 0.8091 | 0.5716 | 0.8091 | 0.8995 |
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- | No log | 2.5111 | 226 | 0.8455 | 0.5614 | 0.8455 | 0.9195 |
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- | No log | 2.5333 | 228 | 0.8543 | 0.6207 | 0.8543 | 0.9243 |
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- | No log | 2.5556 | 230 | 0.8304 | 0.6026 | 0.8304 | 0.9112 |
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- | No log | 2.5778 | 232 | 0.7653 | 0.6239 | 0.7653 | 0.8748 |
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- | No log | 2.6 | 234 | 0.7583 | 0.6338 | 0.7583 | 0.8708 |
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- | No log | 2.6222 | 236 | 0.7554 | 0.6611 | 0.7554 | 0.8691 |
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- | No log | 2.6444 | 238 | 0.8150 | 0.5965 | 0.8150 | 0.9028 |
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- | No log | 2.6667 | 240 | 1.0086 | 0.5040 | 1.0086 | 1.0043 |
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- | No log | 2.6889 | 242 | 1.0630 | 0.4387 | 1.0630 | 1.0310 |
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- | No log | 2.7111 | 244 | 0.9852 | 0.5094 | 0.9852 | 0.9926 |
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- | No log | 2.7333 | 246 | 0.9759 | 0.4218 | 0.9759 | 0.9879 |
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- | No log | 2.7556 | 248 | 1.0294 | 0.4219 | 1.0294 | 1.0146 |
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- | No log | 2.7778 | 250 | 0.9407 | 0.4222 | 0.9407 | 0.9699 |
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- | No log | 2.8 | 252 | 0.8621 | 0.5295 | 0.8621 | 0.9285 |
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- | No log | 2.8222 | 254 | 0.8220 | 0.5303 | 0.8220 | 0.9066 |
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- | No log | 2.8444 | 256 | 0.8489 | 0.5661 | 0.8489 | 0.9214 |
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- | No log | 2.8667 | 258 | 0.8724 | 0.5427 | 0.8724 | 0.9340 |
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- | No log | 2.8889 | 260 | 0.8401 | 0.5719 | 0.8401 | 0.9166 |
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- | No log | 2.9111 | 262 | 0.7944 | 0.5661 | 0.7944 | 0.8913 |
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- | No log | 2.9333 | 264 | 0.7678 | 0.6132 | 0.7678 | 0.8762 |
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- | No log | 2.9556 | 266 | 0.7819 | 0.5675 | 0.7819 | 0.8842 |
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- | No log | 2.9778 | 268 | 0.8088 | 0.5536 | 0.8088 | 0.8993 |
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- | No log | 3.0 | 270 | 0.8714 | 0.5379 | 0.8714 | 0.9335 |
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- | No log | 3.0222 | 272 | 0.9005 | 0.5591 | 0.9005 | 0.9490 |
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- | No log | 3.0444 | 274 | 0.7931 | 0.6280 | 0.7931 | 0.8905 |
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- | No log | 3.0667 | 276 | 0.6829 | 0.6635 | 0.6829 | 0.8264 |
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- | No log | 3.0889 | 278 | 0.6473 | 0.6669 | 0.6473 | 0.8045 |
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- | No log | 3.1111 | 280 | 0.6525 | 0.6809 | 0.6525 | 0.8078 |
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- | No log | 3.1333 | 282 | 0.6772 | 0.6849 | 0.6772 | 0.8229 |
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- | No log | 3.1556 | 284 | 0.6859 | 0.6849 | 0.6859 | 0.8282 |
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- | No log | 3.1778 | 286 | 0.7696 | 0.6101 | 0.7696 | 0.8772 |
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- | No log | 3.2 | 288 | 0.8116 | 0.5719 | 0.8116 | 0.9009 |
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- | No log | 3.2222 | 290 | 0.7688 | 0.6013 | 0.7688 | 0.8768 |
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- | No log | 3.2444 | 292 | 0.7063 | 0.5898 | 0.7063 | 0.8404 |
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- | No log | 3.2667 | 294 | 0.6923 | 0.6144 | 0.6923 | 0.8320 |
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- | No log | 3.2889 | 296 | 0.6867 | 0.5727 | 0.6867 | 0.8287 |
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- | No log | 3.3111 | 298 | 0.7469 | 0.5844 | 0.7469 | 0.8642 |
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- | No log | 3.3333 | 300 | 0.7518 | 0.5844 | 0.7518 | 0.8670 |
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- | No log | 3.3556 | 302 | 0.6773 | 0.5806 | 0.6773 | 0.8230 |
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- | No log | 3.3778 | 304 | 0.6692 | 0.5983 | 0.6692 | 0.8180 |
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- | No log | 3.4 | 306 | 0.7203 | 0.5727 | 0.7203 | 0.8487 |
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- | No log | 3.4222 | 308 | 0.8582 | 0.5419 | 0.8582 | 0.9264 |
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- | No log | 3.4444 | 310 | 0.9401 | 0.4796 | 0.9401 | 0.9696 |
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- | No log | 3.4667 | 312 | 0.9305 | 0.5002 | 0.9305 | 0.9646 |
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- | No log | 3.4889 | 314 | 0.8486 | 0.4772 | 0.8486 | 0.9212 |
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- | No log | 3.5111 | 316 | 0.7885 | 0.5303 | 0.7885 | 0.8880 |
210
- | No log | 3.5333 | 318 | 0.7946 | 0.5303 | 0.7946 | 0.8914 |
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- | No log | 3.5556 | 320 | 0.8009 | 0.5447 | 0.8009 | 0.8949 |
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- | No log | 3.5778 | 322 | 0.8802 | 0.5135 | 0.8802 | 0.9382 |
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- | No log | 3.6 | 324 | 0.9246 | 0.5286 | 0.9246 | 0.9616 |
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- | No log | 3.6222 | 326 | 0.9749 | 0.5237 | 0.9749 | 0.9874 |
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- | No log | 3.6444 | 328 | 0.8434 | 0.5365 | 0.8434 | 0.9184 |
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- | No log | 3.6667 | 330 | 0.7526 | 0.6518 | 0.7526 | 0.8675 |
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- | No log | 3.6889 | 332 | 0.7190 | 0.6324 | 0.7190 | 0.8480 |
218
- | No log | 3.7111 | 334 | 0.7283 | 0.6455 | 0.7283 | 0.8534 |
219
- | No log | 3.7333 | 336 | 0.7777 | 0.6076 | 0.7777 | 0.8819 |
220
- | No log | 3.7556 | 338 | 0.9210 | 0.4921 | 0.9210 | 0.9597 |
221
- | No log | 3.7778 | 340 | 0.9580 | 0.4487 | 0.9580 | 0.9788 |
222
- | No log | 3.8 | 342 | 0.8616 | 0.4874 | 0.8616 | 0.9282 |
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- | No log | 3.8222 | 344 | 0.7685 | 0.6110 | 0.7685 | 0.8766 |
224
- | No log | 3.8444 | 346 | 0.7303 | 0.6110 | 0.7303 | 0.8546 |
225
- | No log | 3.8667 | 348 | 0.7866 | 0.5661 | 0.7866 | 0.8869 |
226
- | No log | 3.8889 | 350 | 0.9428 | 0.5342 | 0.9428 | 0.9710 |
227
- | No log | 3.9111 | 352 | 0.9978 | 0.5134 | 0.9978 | 0.9989 |
228
- | No log | 3.9333 | 354 | 0.9154 | 0.5190 | 0.9154 | 0.9568 |
229
- | No log | 3.9556 | 356 | 0.7906 | 0.5996 | 0.7906 | 0.8892 |
230
- | No log | 3.9778 | 358 | 0.7442 | 0.5555 | 0.7442 | 0.8627 |
231
- | No log | 4.0 | 360 | 0.7244 | 0.5392 | 0.7244 | 0.8511 |
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- | No log | 4.0222 | 362 | 0.7216 | 0.5647 | 0.7216 | 0.8495 |
233
- | No log | 4.0444 | 364 | 0.7253 | 0.5854 | 0.7253 | 0.8516 |
234
- | No log | 4.0667 | 366 | 0.7139 | 0.5969 | 0.7139 | 0.8449 |
235
- | No log | 4.0889 | 368 | 0.7057 | 0.6272 | 0.7057 | 0.8401 |
236
- | No log | 4.1111 | 370 | 0.7499 | 0.6089 | 0.7499 | 0.8660 |
237
- | No log | 4.1333 | 372 | 0.9075 | 0.5130 | 0.9075 | 0.9526 |
238
- | No log | 4.1556 | 374 | 0.9595 | 0.5177 | 0.9595 | 0.9795 |
239
- | No log | 4.1778 | 376 | 0.8502 | 0.5451 | 0.8502 | 0.9221 |
240
- | No log | 4.2 | 378 | 0.7661 | 0.5766 | 0.7661 | 0.8752 |
241
- | No log | 4.2222 | 380 | 0.6797 | 0.6412 | 0.6797 | 0.8244 |
242
- | No log | 4.2444 | 382 | 0.6717 | 0.5864 | 0.6717 | 0.8196 |
243
- | No log | 4.2667 | 384 | 0.6907 | 0.6007 | 0.6907 | 0.8311 |
244
- | No log | 4.2889 | 386 | 0.6411 | 0.6495 | 0.6411 | 0.8007 |
245
- | No log | 4.3111 | 388 | 0.6027 | 0.7053 | 0.6027 | 0.7763 |
246
- | No log | 4.3333 | 390 | 0.7559 | 0.6825 | 0.7559 | 0.8694 |
247
- | No log | 4.3556 | 392 | 0.9875 | 0.5376 | 0.9875 | 0.9937 |
248
- | No log | 4.3778 | 394 | 0.9974 | 0.6066 | 0.9974 | 0.9987 |
249
- | No log | 4.4 | 396 | 0.9047 | 0.5626 | 0.9047 | 0.9512 |
250
- | No log | 4.4222 | 398 | 0.7454 | 0.5875 | 0.7454 | 0.8633 |
251
- | No log | 4.4444 | 400 | 0.7155 | 0.6110 | 0.7155 | 0.8459 |
252
- | No log | 4.4667 | 402 | 0.7032 | 0.5959 | 0.7032 | 0.8386 |
253
- | No log | 4.4889 | 404 | 0.6946 | 0.6263 | 0.6946 | 0.8334 |
254
- | No log | 4.5111 | 406 | 0.6776 | 0.6262 | 0.6776 | 0.8232 |
255
- | No log | 4.5333 | 408 | 0.6736 | 0.5866 | 0.6736 | 0.8207 |
256
- | No log | 4.5556 | 410 | 0.6696 | 0.6281 | 0.6696 | 0.8183 |
257
- | No log | 4.5778 | 412 | 0.6874 | 0.5847 | 0.6874 | 0.8291 |
258
- | No log | 4.6 | 414 | 0.7798 | 0.6122 | 0.7798 | 0.8830 |
259
- | No log | 4.6222 | 416 | 0.9494 | 0.5956 | 0.9494 | 0.9743 |
260
- | No log | 4.6444 | 418 | 0.9273 | 0.5956 | 0.9273 | 0.9629 |
261
- | No log | 4.6667 | 420 | 0.7686 | 0.6201 | 0.7686 | 0.8767 |
262
- | No log | 4.6889 | 422 | 0.7088 | 0.6400 | 0.7088 | 0.8419 |
263
- | No log | 4.7111 | 424 | 0.7028 | 0.6162 | 0.7028 | 0.8383 |
264
- | No log | 4.7333 | 426 | 0.7390 | 0.5447 | 0.7390 | 0.8596 |
265
- | No log | 4.7556 | 428 | 0.8187 | 0.5638 | 0.8187 | 0.9048 |
266
- | No log | 4.7778 | 430 | 0.9177 | 0.5445 | 0.9177 | 0.9580 |
267
- | No log | 4.8 | 432 | 0.9581 | 0.5425 | 0.9581 | 0.9788 |
268
- | No log | 4.8222 | 434 | 0.8870 | 0.5705 | 0.8870 | 0.9418 |
269
- | No log | 4.8444 | 436 | 0.7605 | 0.6398 | 0.7605 | 0.8720 |
270
- | No log | 4.8667 | 438 | 0.6735 | 0.5766 | 0.6735 | 0.8207 |
271
- | No log | 4.8889 | 440 | 0.6631 | 0.6085 | 0.6631 | 0.8143 |
272
- | No log | 4.9111 | 442 | 0.6654 | 0.6085 | 0.6654 | 0.8157 |
273
- | No log | 4.9333 | 444 | 0.6724 | 0.6217 | 0.6724 | 0.8200 |
274
- | No log | 4.9556 | 446 | 0.6699 | 0.6269 | 0.6699 | 0.8185 |
275
- | No log | 4.9778 | 448 | 0.6743 | 0.6384 | 0.6743 | 0.8211 |
276
- | No log | 5.0 | 450 | 0.6731 | 0.5806 | 0.6731 | 0.8204 |
277
- | No log | 5.0222 | 452 | 0.7121 | 0.6091 | 0.7121 | 0.8438 |
278
- | No log | 5.0444 | 454 | 0.7152 | 0.5814 | 0.7152 | 0.8457 |
279
- | No log | 5.0667 | 456 | 0.6804 | 0.5416 | 0.6804 | 0.8249 |
280
- | No log | 5.0889 | 458 | 0.6798 | 0.5753 | 0.6798 | 0.8245 |
281
- | No log | 5.1111 | 460 | 0.7087 | 0.6189 | 0.7087 | 0.8418 |
282
- | No log | 5.1333 | 462 | 0.7317 | 0.6282 | 0.7317 | 0.8554 |
283
- | No log | 5.1556 | 464 | 0.7154 | 0.6189 | 0.7154 | 0.8458 |
284
- | No log | 5.1778 | 466 | 0.6671 | 0.6120 | 0.6671 | 0.8167 |
285
- | No log | 5.2 | 468 | 0.6328 | 0.6343 | 0.6328 | 0.7955 |
286
- | No log | 5.2222 | 470 | 0.6375 | 0.6203 | 0.6375 | 0.7985 |
287
- | No log | 5.2444 | 472 | 0.6956 | 0.6580 | 0.6956 | 0.8340 |
288
- | No log | 5.2667 | 474 | 0.8525 | 0.6073 | 0.8525 | 0.9233 |
289
- | No log | 5.2889 | 476 | 0.9501 | 0.5486 | 0.9501 | 0.9747 |
290
- | No log | 5.3111 | 478 | 0.8881 | 0.5984 | 0.8881 | 0.9424 |
291
- | No log | 5.3333 | 480 | 0.7677 | 0.6398 | 0.7677 | 0.8762 |
292
- | No log | 5.3556 | 482 | 0.6699 | 0.6718 | 0.6699 | 0.8185 |
293
- | No log | 5.3778 | 484 | 0.6524 | 0.6406 | 0.6524 | 0.8077 |
294
- | No log | 5.4 | 486 | 0.6383 | 0.6791 | 0.6383 | 0.7989 |
295
- | No log | 5.4222 | 488 | 0.6460 | 0.6791 | 0.6460 | 0.8037 |
296
- | No log | 5.4444 | 490 | 0.6661 | 0.6384 | 0.6661 | 0.8162 |
297
- | No log | 5.4667 | 492 | 0.7074 | 0.6464 | 0.7074 | 0.8411 |
298
- | No log | 5.4889 | 494 | 0.7565 | 0.6269 | 0.7565 | 0.8697 |
299
- | No log | 5.5111 | 496 | 0.7837 | 0.6182 | 0.7837 | 0.8852 |
300
- | No log | 5.5333 | 498 | 0.7718 | 0.6182 | 0.7718 | 0.8785 |
301
- | 0.3447 | 5.5556 | 500 | 0.7422 | 0.6131 | 0.7422 | 0.8615 |
302
- | 0.3447 | 5.5778 | 502 | 0.7026 | 0.6040 | 0.7026 | 0.8382 |
303
- | 0.3447 | 5.6 | 504 | 0.7003 | 0.6320 | 0.7003 | 0.8369 |
304
- | 0.3447 | 5.6222 | 506 | 0.7227 | 0.5839 | 0.7227 | 0.8501 |
305
- | 0.3447 | 5.6444 | 508 | 0.6905 | 0.6320 | 0.6905 | 0.8310 |
306
- | 0.3447 | 5.6667 | 510 | 0.6731 | 0.5963 | 0.6731 | 0.8204 |
307
- | 0.3447 | 5.6889 | 512 | 0.6849 | 0.5753 | 0.6849 | 0.8276 |
308
- | 0.3447 | 5.7111 | 514 | 0.6580 | 0.6255 | 0.6580 | 0.8112 |
309
- | 0.3447 | 5.7333 | 516 | 0.6777 | 0.6460 | 0.6777 | 0.8232 |
310
- | 0.3447 | 5.7556 | 518 | 0.6902 | 0.6154 | 0.6902 | 0.8308 |
311
- | 0.3447 | 5.7778 | 520 | 0.6848 | 0.5964 | 0.6848 | 0.8275 |
312
- | 0.3447 | 5.8 | 522 | 0.7033 | 0.5650 | 0.7033 | 0.8386 |
313
- | 0.3447 | 5.8222 | 524 | 0.7564 | 0.6101 | 0.7564 | 0.8697 |
314
- | 0.3447 | 5.8444 | 526 | 0.7433 | 0.5962 | 0.7433 | 0.8622 |
315
- | 0.3447 | 5.8667 | 528 | 0.6828 | 0.5727 | 0.6828 | 0.8263 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
316
 
317
 
318
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task2_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_k17_task2_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: 0.9598
19
+ - Qwk: 0.4907
20
+ - Mse: 0.9598
21
+ - Rmse: 0.9797
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0208 | 2 | 5.3551 | -0.0484 | 5.3551 | 2.3141 |
53
+ | No log | 0.0417 | 4 | 3.0368 | -0.0196 | 3.0368 | 1.7426 |
54
+ | No log | 0.0625 | 6 | 2.0486 | 0.0790 | 2.0486 | 1.4313 |
55
+ | No log | 0.0833 | 8 | 1.2673 | 0.1289 | 1.2673 | 1.1257 |
56
+ | No log | 0.1042 | 10 | 1.1751 | 0.1507 | 1.1751 | 1.0840 |
57
+ | No log | 0.125 | 12 | 1.1209 | 0.2674 | 1.1209 | 1.0587 |
58
+ | No log | 0.1458 | 14 | 1.1470 | 0.1927 | 1.1470 | 1.0710 |
59
+ | No log | 0.1667 | 16 | 1.1603 | 0.1943 | 1.1603 | 1.0772 |
60
+ | No log | 0.1875 | 18 | 1.4382 | 0.1195 | 1.4382 | 1.1993 |
61
+ | No log | 0.2083 | 20 | 1.4963 | 0.1522 | 1.4963 | 1.2232 |
62
+ | No log | 0.2292 | 22 | 1.1367 | 0.2126 | 1.1367 | 1.0662 |
63
+ | No log | 0.25 | 24 | 1.0797 | 0.3408 | 1.0797 | 1.0391 |
64
+ | No log | 0.2708 | 26 | 1.1337 | 0.2745 | 1.1337 | 1.0648 |
65
+ | No log | 0.2917 | 28 | 1.0925 | 0.3975 | 1.0925 | 1.0452 |
66
+ | No log | 0.3125 | 30 | 1.3234 | 0.2444 | 1.3234 | 1.1504 |
67
+ | No log | 0.3333 | 32 | 1.9911 | 0.2401 | 1.9911 | 1.4111 |
68
+ | No log | 0.3542 | 34 | 2.2027 | 0.1407 | 2.2027 | 1.4841 |
69
+ | No log | 0.375 | 36 | 1.6448 | 0.3469 | 1.6448 | 1.2825 |
70
+ | No log | 0.3958 | 38 | 1.1282 | 0.3635 | 1.1282 | 1.0622 |
71
+ | No log | 0.4167 | 40 | 1.1059 | 0.3259 | 1.1059 | 1.0516 |
72
+ | No log | 0.4375 | 42 | 1.1808 | 0.4216 | 1.1808 | 1.0866 |
73
+ | No log | 0.4583 | 44 | 1.0918 | 0.4635 | 1.0918 | 1.0449 |
74
+ | No log | 0.4792 | 46 | 1.2002 | 0.3653 | 1.2002 | 1.0955 |
75
+ | No log | 0.5 | 48 | 1.4614 | 0.2945 | 1.4614 | 1.2089 |
76
+ | No log | 0.5208 | 50 | 1.5795 | 0.2255 | 1.5795 | 1.2568 |
77
+ | No log | 0.5417 | 52 | 1.5038 | 0.2255 | 1.5038 | 1.2263 |
78
+ | No log | 0.5625 | 54 | 1.1234 | 0.3616 | 1.1234 | 1.0599 |
79
+ | No log | 0.5833 | 56 | 0.9549 | 0.4979 | 0.9549 | 0.9772 |
80
+ | No log | 0.6042 | 58 | 0.9040 | 0.4628 | 0.9040 | 0.9508 |
81
+ | No log | 0.625 | 60 | 0.9228 | 0.4910 | 0.9228 | 0.9606 |
82
+ | No log | 0.6458 | 62 | 0.9892 | 0.4925 | 0.9892 | 0.9946 |
83
+ | No log | 0.6667 | 64 | 0.8539 | 0.5174 | 0.8539 | 0.9241 |
84
+ | No log | 0.6875 | 66 | 0.8339 | 0.5492 | 0.8339 | 0.9132 |
85
+ | No log | 0.7083 | 68 | 0.8171 | 0.5942 | 0.8171 | 0.9039 |
86
+ | No log | 0.7292 | 70 | 0.8442 | 0.5648 | 0.8442 | 0.9188 |
87
+ | No log | 0.75 | 72 | 0.9049 | 0.5208 | 0.9049 | 0.9513 |
88
+ | No log | 0.7708 | 74 | 0.8864 | 0.5056 | 0.8864 | 0.9415 |
89
+ | No log | 0.7917 | 76 | 0.8600 | 0.4751 | 0.8600 | 0.9273 |
90
+ | No log | 0.8125 | 78 | 0.8602 | 0.4576 | 0.8602 | 0.9274 |
91
+ | No log | 0.8333 | 80 | 0.8285 | 0.4495 | 0.8285 | 0.9102 |
92
+ | No log | 0.8542 | 82 | 0.7878 | 0.5135 | 0.7878 | 0.8876 |
93
+ | No log | 0.875 | 84 | 0.7596 | 0.6348 | 0.7596 | 0.8715 |
94
+ | No log | 0.8958 | 86 | 0.7114 | 0.6761 | 0.7114 | 0.8435 |
95
+ | No log | 0.9167 | 88 | 0.8305 | 0.5388 | 0.8305 | 0.9113 |
96
+ | No log | 0.9375 | 90 | 0.8104 | 0.5475 | 0.8104 | 0.9002 |
97
+ | No log | 0.9583 | 92 | 0.7483 | 0.6343 | 0.7483 | 0.8651 |
98
+ | No log | 0.9792 | 94 | 0.7389 | 0.6873 | 0.7389 | 0.8596 |
99
+ | No log | 1.0 | 96 | 0.8526 | 0.6522 | 0.8526 | 0.9234 |
100
+ | No log | 1.0208 | 98 | 0.7986 | 0.6499 | 0.7986 | 0.8936 |
101
+ | No log | 1.0417 | 100 | 0.8560 | 0.5577 | 0.8560 | 0.9252 |
102
+ | No log | 1.0625 | 102 | 0.8416 | 0.5512 | 0.8416 | 0.9174 |
103
+ | No log | 1.0833 | 104 | 0.8140 | 0.6262 | 0.8140 | 0.9022 |
104
+ | No log | 1.1042 | 106 | 1.2298 | 0.5554 | 1.2298 | 1.1089 |
105
+ | No log | 1.125 | 108 | 1.2796 | 0.5441 | 1.2796 | 1.1312 |
106
+ | No log | 1.1458 | 110 | 0.9318 | 0.5015 | 0.9318 | 0.9653 |
107
+ | No log | 1.1667 | 112 | 0.7715 | 0.6227 | 0.7715 | 0.8784 |
108
+ | No log | 1.1875 | 114 | 1.0577 | 0.5486 | 1.0577 | 1.0284 |
109
+ | No log | 1.2083 | 116 | 1.2412 | 0.4992 | 1.2412 | 1.1141 |
110
+ | No log | 1.2292 | 118 | 1.1043 | 0.5028 | 1.1043 | 1.0508 |
111
+ | No log | 1.25 | 120 | 0.8593 | 0.4694 | 0.8593 | 0.9270 |
112
+ | No log | 1.2708 | 122 | 0.8232 | 0.5107 | 0.8232 | 0.9073 |
113
+ | No log | 1.2917 | 124 | 0.8172 | 0.5800 | 0.8172 | 0.9040 |
114
+ | No log | 1.3125 | 126 | 0.8345 | 0.4743 | 0.8345 | 0.9135 |
115
+ | No log | 1.3333 | 128 | 0.8699 | 0.5130 | 0.8699 | 0.9327 |
116
+ | No log | 1.3542 | 130 | 0.7912 | 0.6120 | 0.7912 | 0.8895 |
117
+ | No log | 1.375 | 132 | 0.8059 | 0.5866 | 0.8059 | 0.8977 |
118
+ | No log | 1.3958 | 134 | 0.8413 | 0.5516 | 0.8413 | 0.9172 |
119
+ | No log | 1.4167 | 136 | 0.7775 | 0.6085 | 0.7775 | 0.8818 |
120
+ | No log | 1.4375 | 138 | 0.7737 | 0.6454 | 0.7737 | 0.8796 |
121
+ | No log | 1.4583 | 140 | 0.8098 | 0.5947 | 0.8098 | 0.8999 |
122
+ | No log | 1.4792 | 142 | 0.7516 | 0.6507 | 0.7516 | 0.8669 |
123
+ | No log | 1.5 | 144 | 0.7544 | 0.6765 | 0.7544 | 0.8686 |
124
+ | No log | 1.5208 | 146 | 0.7627 | 0.6516 | 0.7627 | 0.8733 |
125
+ | No log | 1.5417 | 148 | 0.7877 | 0.5963 | 0.7877 | 0.8875 |
126
+ | No log | 1.5625 | 150 | 0.8897 | 0.5352 | 0.8897 | 0.9432 |
127
+ | No log | 1.5833 | 152 | 0.9000 | 0.5352 | 0.9000 | 0.9487 |
128
+ | No log | 1.6042 | 154 | 0.8095 | 0.6289 | 0.8095 | 0.8997 |
129
+ | No log | 1.625 | 156 | 0.8012 | 0.5520 | 0.8012 | 0.8951 |
130
+ | No log | 1.6458 | 158 | 0.8013 | 0.5520 | 0.8013 | 0.8952 |
131
+ | No log | 1.6667 | 160 | 0.8013 | 0.6061 | 0.8013 | 0.8952 |
132
+ | No log | 1.6875 | 162 | 0.8434 | 0.6146 | 0.8434 | 0.9184 |
133
+ | No log | 1.7083 | 164 | 1.0447 | 0.4918 | 1.0447 | 1.0221 |
134
+ | No log | 1.7292 | 166 | 0.9551 | 0.5013 | 0.9551 | 0.9773 |
135
+ | No log | 1.75 | 168 | 0.7854 | 0.6263 | 0.7854 | 0.8863 |
136
+ | No log | 1.7708 | 170 | 0.7628 | 0.5924 | 0.7628 | 0.8734 |
137
+ | No log | 1.7917 | 172 | 0.7572 | 0.5197 | 0.7572 | 0.8702 |
138
+ | No log | 1.8125 | 174 | 0.7379 | 0.6084 | 0.7379 | 0.8590 |
139
+ | No log | 1.8333 | 176 | 0.7574 | 0.5706 | 0.7574 | 0.8703 |
140
+ | No log | 1.8542 | 178 | 0.7431 | 0.6464 | 0.7431 | 0.8621 |
141
+ | No log | 1.875 | 180 | 0.7379 | 0.6669 | 0.7379 | 0.8590 |
142
+ | No log | 1.8958 | 182 | 0.7255 | 0.6930 | 0.7255 | 0.8518 |
143
+ | No log | 1.9167 | 184 | 0.7212 | 0.6892 | 0.7212 | 0.8492 |
144
+ | No log | 1.9375 | 186 | 0.6927 | 0.6578 | 0.6927 | 0.8323 |
145
+ | No log | 1.9583 | 188 | 0.7160 | 0.6525 | 0.7160 | 0.8462 |
146
+ | No log | 1.9792 | 190 | 0.9240 | 0.5002 | 0.9240 | 0.9612 |
147
+ | No log | 2.0 | 192 | 1.3331 | 0.4639 | 1.3331 | 1.1546 |
148
+ | No log | 2.0208 | 194 | 1.2848 | 0.4639 | 1.2848 | 1.1335 |
149
+ | No log | 2.0417 | 196 | 0.9739 | 0.5384 | 0.9739 | 0.9869 |
150
+ | No log | 2.0625 | 198 | 0.7382 | 0.6304 | 0.7382 | 0.8592 |
151
+ | No log | 2.0833 | 200 | 0.7401 | 0.5347 | 0.7401 | 0.8603 |
152
+ | No log | 2.1042 | 202 | 0.7346 | 0.5548 | 0.7346 | 0.8571 |
153
+ | No log | 2.125 | 204 | 0.7275 | 0.5951 | 0.7275 | 0.8530 |
154
+ | No log | 2.1458 | 206 | 0.9598 | 0.5272 | 0.9598 | 0.9797 |
155
+ | No log | 2.1667 | 208 | 1.2371 | 0.4360 | 1.2371 | 1.1122 |
156
+ | No log | 2.1875 | 210 | 1.2053 | 0.4723 | 1.2053 | 1.0979 |
157
+ | No log | 2.2083 | 212 | 0.9903 | 0.5605 | 0.9903 | 0.9951 |
158
+ | No log | 2.2292 | 214 | 0.7920 | 0.5323 | 0.7920 | 0.8899 |
159
+ | No log | 2.25 | 216 | 0.8343 | 0.5177 | 0.8343 | 0.9134 |
160
+ | No log | 2.2708 | 218 | 0.8770 | 0.5045 | 0.8770 | 0.9365 |
161
+ | No log | 2.2917 | 220 | 0.7792 | 0.4763 | 0.7792 | 0.8827 |
162
+ | No log | 2.3125 | 222 | 0.8617 | 0.5287 | 0.8617 | 0.9283 |
163
+ | No log | 2.3333 | 224 | 1.0130 | 0.5272 | 1.0130 | 1.0065 |
164
+ | No log | 2.3542 | 226 | 1.0347 | 0.5402 | 1.0347 | 1.0172 |
165
+ | No log | 2.375 | 228 | 0.9741 | 0.5094 | 0.9741 | 0.9870 |
166
+ | No log | 2.3958 | 230 | 0.8426 | 0.5830 | 0.8426 | 0.9179 |
167
+ | No log | 2.4167 | 232 | 0.7523 | 0.6278 | 0.7523 | 0.8673 |
168
+ | No log | 2.4375 | 234 | 0.8618 | 0.6208 | 0.8618 | 0.9283 |
169
+ | No log | 2.4583 | 236 | 0.9693 | 0.5036 | 0.9693 | 0.9845 |
170
+ | No log | 2.4792 | 238 | 0.9598 | 0.5060 | 0.9598 | 0.9797 |
171
+ | No log | 2.5 | 240 | 0.8446 | 0.6169 | 0.8446 | 0.9190 |
172
+ | No log | 2.5208 | 242 | 0.7842 | 0.6090 | 0.7842 | 0.8855 |
173
+ | No log | 2.5417 | 244 | 0.8701 | 0.5853 | 0.8701 | 0.9328 |
174
+ | No log | 2.5625 | 246 | 0.9802 | 0.5125 | 0.9802 | 0.9900 |
175
+ | No log | 2.5833 | 248 | 1.0100 | 0.5115 | 1.0100 | 1.0050 |
176
+ | No log | 2.6042 | 250 | 0.9769 | 0.5115 | 0.9769 | 0.9884 |
177
+ | No log | 2.625 | 252 | 0.8505 | 0.5736 | 0.8505 | 0.9222 |
178
+ | No log | 2.6458 | 254 | 0.7646 | 0.5607 | 0.7646 | 0.8744 |
179
+ | No log | 2.6667 | 256 | 0.7869 | 0.5219 | 0.7869 | 0.8871 |
180
+ | No log | 2.6875 | 258 | 0.7672 | 0.5593 | 0.7672 | 0.8759 |
181
+ | No log | 2.7083 | 260 | 0.7507 | 0.5807 | 0.7507 | 0.8664 |
182
+ | No log | 2.7292 | 262 | 0.8424 | 0.6072 | 0.8424 | 0.9178 |
183
+ | No log | 2.75 | 264 | 0.9501 | 0.55 | 0.9501 | 0.9747 |
184
+ | No log | 2.7708 | 266 | 1.0309 | 0.5195 | 1.0309 | 1.0154 |
185
+ | No log | 2.7917 | 268 | 0.9430 | 0.5270 | 0.9430 | 0.9711 |
186
+ | No log | 2.8125 | 270 | 0.8460 | 0.6292 | 0.8460 | 0.9198 |
187
+ | No log | 2.8333 | 272 | 0.8316 | 0.6292 | 0.8316 | 0.9119 |
188
+ | No log | 2.8542 | 274 | 0.8974 | 0.5464 | 0.8974 | 0.9473 |
189
+ | No log | 2.875 | 276 | 1.0039 | 0.5647 | 1.0039 | 1.0020 |
190
+ | No log | 2.8958 | 278 | 1.0373 | 0.5289 | 1.0373 | 1.0185 |
191
+ | No log | 2.9167 | 280 | 0.9140 | 0.5439 | 0.9140 | 0.9561 |
192
+ | No log | 2.9375 | 282 | 0.7919 | 0.6294 | 0.7919 | 0.8899 |
193
+ | No log | 2.9583 | 284 | 0.7538 | 0.6157 | 0.7538 | 0.8682 |
194
+ | No log | 2.9792 | 286 | 0.7639 | 0.6362 | 0.7639 | 0.8740 |
195
+ | No log | 3.0 | 288 | 0.7977 | 0.6233 | 0.7977 | 0.8932 |
196
+ | No log | 3.0208 | 290 | 0.8198 | 0.6324 | 0.8198 | 0.9054 |
197
+ | No log | 3.0417 | 292 | 0.8149 | 0.6338 | 0.8149 | 0.9027 |
198
+ | No log | 3.0625 | 294 | 0.7879 | 0.6098 | 0.7879 | 0.8877 |
199
+ | No log | 3.0833 | 296 | 0.8011 | 0.5992 | 0.8011 | 0.8951 |
200
+ | No log | 3.1042 | 298 | 0.7964 | 0.6319 | 0.7964 | 0.8924 |
201
+ | No log | 3.125 | 300 | 0.8182 | 0.6049 | 0.8182 | 0.9045 |
202
+ | No log | 3.1458 | 302 | 0.9408 | 0.5548 | 0.9408 | 0.9699 |
203
+ | No log | 3.1667 | 304 | 0.9917 | 0.5530 | 0.9917 | 0.9959 |
204
+ | No log | 3.1875 | 306 | 0.8905 | 0.6052 | 0.8905 | 0.9437 |
205
+ | No log | 3.2083 | 308 | 0.7804 | 0.5647 | 0.7804 | 0.8834 |
206
+ | No log | 3.2292 | 310 | 0.7491 | 0.5656 | 0.7491 | 0.8655 |
207
+ | No log | 3.25 | 312 | 0.7570 | 0.5480 | 0.7570 | 0.8700 |
208
+ | No log | 3.2708 | 314 | 0.7717 | 0.5820 | 0.7717 | 0.8784 |
209
+ | No log | 3.2917 | 316 | 0.8463 | 0.5519 | 0.8463 | 0.9199 |
210
+ | No log | 3.3125 | 318 | 0.9010 | 0.5495 | 0.9010 | 0.9492 |
211
+ | No log | 3.3333 | 320 | 0.8759 | 0.5534 | 0.8759 | 0.9359 |
212
+ | No log | 3.3542 | 322 | 0.8035 | 0.6035 | 0.8035 | 0.8964 |
213
+ | No log | 3.375 | 324 | 0.7473 | 0.5634 | 0.7473 | 0.8644 |
214
+ | No log | 3.3958 | 326 | 0.7345 | 0.5713 | 0.7345 | 0.8571 |
215
+ | No log | 3.4167 | 328 | 0.7430 | 0.5589 | 0.7430 | 0.8620 |
216
+ | No log | 3.4375 | 330 | 0.7836 | 0.5565 | 0.7836 | 0.8852 |
217
+ | No log | 3.4583 | 332 | 0.8101 | 0.5892 | 0.8101 | 0.9000 |
218
+ | No log | 3.4792 | 334 | 0.8877 | 0.5160 | 0.8877 | 0.9422 |
219
+ | No log | 3.5 | 336 | 0.9907 | 0.4976 | 0.9907 | 0.9953 |
220
+ | No log | 3.5208 | 338 | 0.9922 | 0.4989 | 0.9922 | 0.9961 |
221
+ | No log | 3.5417 | 340 | 1.0216 | 0.4989 | 1.0216 | 1.0108 |
222
+ | No log | 3.5625 | 342 | 0.9783 | 0.5080 | 0.9783 | 0.9891 |
223
+ | No log | 3.5833 | 344 | 0.9002 | 0.5878 | 0.9002 | 0.9488 |
224
+ | No log | 3.6042 | 346 | 0.8314 | 0.6220 | 0.8314 | 0.9118 |
225
+ | No log | 3.625 | 348 | 0.8202 | 0.5934 | 0.8202 | 0.9057 |
226
+ | No log | 3.6458 | 350 | 0.8248 | 0.5835 | 0.8248 | 0.9082 |
227
+ | No log | 3.6667 | 352 | 0.7312 | 0.6171 | 0.7312 | 0.8551 |
228
+ | No log | 3.6875 | 354 | 0.7127 | 0.6277 | 0.7127 | 0.8442 |
229
+ | No log | 3.7083 | 356 | 0.7303 | 0.6051 | 0.7303 | 0.8546 |
230
+ | No log | 3.7292 | 358 | 0.7301 | 0.6106 | 0.7301 | 0.8545 |
231
+ | No log | 3.75 | 360 | 0.7517 | 0.6140 | 0.7517 | 0.8670 |
232
+ | No log | 3.7708 | 362 | 0.9145 | 0.5694 | 0.9145 | 0.9563 |
233
+ | No log | 3.7917 | 364 | 1.0569 | 0.5246 | 1.0569 | 1.0280 |
234
+ | No log | 3.8125 | 366 | 1.0748 | 0.5055 | 1.0748 | 1.0367 |
235
+ | No log | 3.8333 | 368 | 0.9502 | 0.5694 | 0.9502 | 0.9748 |
236
+ | No log | 3.8542 | 370 | 0.8144 | 0.6013 | 0.8144 | 0.9025 |
237
+ | No log | 3.875 | 372 | 0.7572 | 0.5607 | 0.7572 | 0.8702 |
238
+ | No log | 3.8958 | 374 | 0.7591 | 0.6106 | 0.7591 | 0.8712 |
239
+ | No log | 3.9167 | 376 | 0.7523 | 0.6107 | 0.7523 | 0.8674 |
240
+ | No log | 3.9375 | 378 | 0.8392 | 0.6119 | 0.8392 | 0.9161 |
241
+ | No log | 3.9583 | 380 | 1.0048 | 0.5443 | 1.0048 | 1.0024 |
242
+ | No log | 3.9792 | 382 | 1.1833 | 0.5380 | 1.1833 | 1.0878 |
243
+ | No log | 4.0 | 384 | 1.1612 | 0.5397 | 1.1612 | 1.0776 |
244
+ | No log | 4.0208 | 386 | 1.0361 | 0.5276 | 1.0361 | 1.0179 |
245
+ | No log | 4.0417 | 388 | 0.8795 | 0.6043 | 0.8795 | 0.9378 |
246
+ | No log | 4.0625 | 390 | 0.8125 | 0.6159 | 0.8125 | 0.9014 |
247
+ | No log | 4.0833 | 392 | 0.7763 | 0.6533 | 0.7763 | 0.8811 |
248
+ | No log | 4.1042 | 394 | 0.7675 | 0.6533 | 0.7675 | 0.8761 |
249
+ | No log | 4.125 | 396 | 0.7809 | 0.6481 | 0.7809 | 0.8837 |
250
+ | No log | 4.1458 | 398 | 0.8271 | 0.6231 | 0.8271 | 0.9094 |
251
+ | No log | 4.1667 | 400 | 0.9101 | 0.6184 | 0.9101 | 0.9540 |
252
+ | No log | 4.1875 | 402 | 1.0551 | 0.5195 | 1.0551 | 1.0272 |
253
+ | No log | 4.2083 | 404 | 1.1380 | 0.5111 | 1.1380 | 1.0668 |
254
+ | No log | 4.2292 | 406 | 1.1180 | 0.5125 | 1.1180 | 1.0574 |
255
+ | No log | 4.25 | 408 | 0.9944 | 0.4879 | 0.9944 | 0.9972 |
256
+ | No log | 4.2708 | 410 | 0.8436 | 0.5376 | 0.8436 | 0.9185 |
257
+ | No log | 4.2917 | 412 | 0.7876 | 0.5398 | 0.7876 | 0.8875 |
258
+ | No log | 4.3125 | 414 | 0.8584 | 0.4878 | 0.8584 | 0.9265 |
259
+ | No log | 4.3333 | 416 | 0.9572 | 0.5144 | 0.9572 | 0.9784 |
260
+ | No log | 4.3542 | 418 | 0.9355 | 0.4939 | 0.9355 | 0.9672 |
261
+ | No log | 4.375 | 420 | 0.8077 | 0.5153 | 0.8077 | 0.8987 |
262
+ | No log | 4.3958 | 422 | 0.7497 | 0.6218 | 0.7497 | 0.8659 |
263
+ | No log | 4.4167 | 424 | 0.7803 | 0.6300 | 0.7803 | 0.8833 |
264
+ | No log | 4.4375 | 426 | 0.8853 | 0.5722 | 0.8853 | 0.9409 |
265
+ | No log | 4.4583 | 428 | 0.9171 | 0.5722 | 0.9171 | 0.9577 |
266
+ | No log | 4.4792 | 430 | 0.8594 | 0.5637 | 0.8594 | 0.9270 |
267
+ | No log | 4.5 | 432 | 0.7991 | 0.6131 | 0.7991 | 0.8939 |
268
+ | No log | 4.5208 | 434 | 0.7760 | 0.6228 | 0.7760 | 0.8809 |
269
+ | No log | 4.5417 | 436 | 0.7919 | 0.6228 | 0.7919 | 0.8899 |
270
+ | No log | 4.5625 | 438 | 0.8196 | 0.5957 | 0.8196 | 0.9053 |
271
+ | No log | 4.5833 | 440 | 0.8752 | 0.5637 | 0.8752 | 0.9355 |
272
+ | No log | 4.6042 | 442 | 0.9168 | 0.5797 | 0.9168 | 0.9575 |
273
+ | No log | 4.625 | 444 | 0.9150 | 0.5797 | 0.9150 | 0.9565 |
274
+ | No log | 4.6458 | 446 | 0.8955 | 0.5797 | 0.8955 | 0.9463 |
275
+ | No log | 4.6667 | 448 | 0.8341 | 0.6182 | 0.8341 | 0.9133 |
276
+ | No log | 4.6875 | 450 | 0.7463 | 0.6299 | 0.7463 | 0.8639 |
277
+ | No log | 4.7083 | 452 | 0.7143 | 0.6356 | 0.7143 | 0.8452 |
278
+ | No log | 4.7292 | 454 | 0.7021 | 0.6508 | 0.7021 | 0.8379 |
279
+ | No log | 4.75 | 456 | 0.6888 | 0.6324 | 0.6888 | 0.8299 |
280
+ | No log | 4.7708 | 458 | 0.6945 | 0.6380 | 0.6945 | 0.8334 |
281
+ | No log | 4.7917 | 460 | 0.7156 | 0.6244 | 0.7156 | 0.8459 |
282
+ | No log | 4.8125 | 462 | 0.8240 | 0.6068 | 0.8240 | 0.9077 |
283
+ | No log | 4.8333 | 464 | 0.8860 | 0.5591 | 0.8860 | 0.9413 |
284
+ | No log | 4.8542 | 466 | 0.8699 | 0.5686 | 0.8699 | 0.9327 |
285
+ | No log | 4.875 | 468 | 0.8792 | 0.5686 | 0.8792 | 0.9377 |
286
+ | No log | 4.8958 | 470 | 0.8264 | 0.5675 | 0.8264 | 0.9090 |
287
+ | No log | 4.9167 | 472 | 0.8209 | 0.5291 | 0.8209 | 0.9060 |
288
+ | No log | 4.9375 | 474 | 0.8210 | 0.5517 | 0.8210 | 0.9061 |
289
+ | No log | 4.9583 | 476 | 0.7796 | 0.5089 | 0.7796 | 0.8830 |
290
+ | No log | 4.9792 | 478 | 0.7686 | 0.5458 | 0.7686 | 0.8767 |
291
+ | No log | 5.0 | 480 | 0.7725 | 0.5793 | 0.7725 | 0.8789 |
292
+ | No log | 5.0208 | 482 | 0.7908 | 0.6108 | 0.7908 | 0.8893 |
293
+ | No log | 5.0417 | 484 | 0.7923 | 0.5815 | 0.7923 | 0.8901 |
294
+ | No log | 5.0625 | 486 | 0.7898 | 0.5824 | 0.7898 | 0.8887 |
295
+ | No log | 5.0833 | 488 | 0.7811 | 0.5532 | 0.7811 | 0.8838 |
296
+ | No log | 5.1042 | 490 | 0.7878 | 0.5507 | 0.7878 | 0.8876 |
297
+ | No log | 5.125 | 492 | 0.7983 | 0.5477 | 0.7983 | 0.8935 |
298
+ | No log | 5.1458 | 494 | 0.8037 | 0.5828 | 0.8037 | 0.8965 |
299
+ | No log | 5.1667 | 496 | 0.7956 | 0.5507 | 0.7956 | 0.8919 |
300
+ | No log | 5.1875 | 498 | 0.7863 | 0.5763 | 0.7863 | 0.8867 |
301
+ | 0.3652 | 5.2083 | 500 | 0.7968 | 0.5082 | 0.7968 | 0.8927 |
302
+ | 0.3652 | 5.2292 | 502 | 0.7884 | 0.5657 | 0.7884 | 0.8879 |
303
+ | 0.3652 | 5.25 | 504 | 0.7716 | 0.5866 | 0.7716 | 0.8784 |
304
+ | 0.3652 | 5.2708 | 506 | 0.8232 | 0.5565 | 0.8232 | 0.9073 |
305
+ | 0.3652 | 5.2917 | 508 | 0.9162 | 0.5478 | 0.9162 | 0.9572 |
306
+ | 0.3652 | 5.3125 | 510 | 0.8980 | 0.5332 | 0.8980 | 0.9476 |
307
+ | 0.3652 | 5.3333 | 512 | 0.8465 | 0.5194 | 0.8465 | 0.9201 |
308
+ | 0.3652 | 5.3542 | 514 | 0.8349 | 0.5636 | 0.8349 | 0.9138 |
309
+ | 0.3652 | 5.375 | 516 | 0.8515 | 0.5473 | 0.8515 | 0.9228 |
310
+ | 0.3652 | 5.3958 | 518 | 0.9136 | 0.5114 | 0.9136 | 0.9558 |
311
+ | 0.3652 | 5.4167 | 520 | 0.9393 | 0.5469 | 0.9393 | 0.9692 |
312
+ | 0.3652 | 5.4375 | 522 | 0.9176 | 0.5394 | 0.9176 | 0.9579 |
313
+ | 0.3652 | 5.4583 | 524 | 0.8576 | 0.5601 | 0.8576 | 0.9261 |
314
+ | 0.3652 | 5.4792 | 526 | 0.8120 | 0.5828 | 0.8120 | 0.9011 |
315
+ | 0.3652 | 5.5 | 528 | 0.8083 | 0.5635 | 0.8083 | 0.8990 |
316
+ | 0.3652 | 5.5208 | 530 | 0.8281 | 0.5611 | 0.8281 | 0.9100 |
317
+ | 0.3652 | 5.5417 | 532 | 0.9191 | 0.5150 | 0.9191 | 0.9587 |
318
+ | 0.3652 | 5.5625 | 534 | 1.0484 | 0.4964 | 1.0484 | 1.0239 |
319
+ | 0.3652 | 5.5833 | 536 | 1.0554 | 0.4964 | 1.0554 | 1.0273 |
320
+ | 0.3652 | 5.6042 | 538 | 0.9593 | 0.4803 | 0.9593 | 0.9794 |
321
+ | 0.3652 | 5.625 | 540 | 0.8786 | 0.5746 | 0.8786 | 0.9373 |
322
+ | 0.3652 | 5.6458 | 542 | 0.8923 | 0.5509 | 0.8923 | 0.9446 |
323
+ | 0.3652 | 5.6667 | 544 | 0.9242 | 0.5384 | 0.9242 | 0.9614 |
324
+ | 0.3652 | 5.6875 | 546 | 0.9647 | 0.5365 | 0.9647 | 0.9822 |
325
+ | 0.3652 | 5.7083 | 548 | 0.9211 | 0.5384 | 0.9211 | 0.9597 |
326
+ | 0.3652 | 5.7292 | 550 | 0.8598 | 0.5276 | 0.8598 | 0.9273 |
327
+ | 0.3652 | 5.75 | 552 | 0.8420 | 0.5536 | 0.8420 | 0.9176 |
328
+ | 0.3652 | 5.7708 | 554 | 0.8463 | 0.5421 | 0.8463 | 0.9200 |
329
+ | 0.3652 | 5.7917 | 556 | 0.8292 | 0.5585 | 0.8292 | 0.9106 |
330
+ | 0.3652 | 5.8125 | 558 | 0.8355 | 0.5405 | 0.8355 | 0.9141 |
331
+ | 0.3652 | 5.8333 | 560 | 0.8069 | 0.5792 | 0.8069 | 0.8983 |
332
+ | 0.3652 | 5.8542 | 562 | 0.7789 | 0.5841 | 0.7789 | 0.8826 |
333
+ | 0.3652 | 5.875 | 564 | 0.7356 | 0.5886 | 0.7356 | 0.8577 |
334
+ | 0.3652 | 5.8958 | 566 | 0.7096 | 0.6412 | 0.7096 | 0.8424 |
335
+ | 0.3652 | 5.9167 | 568 | 0.6919 | 0.6237 | 0.6919 | 0.8318 |
336
+ | 0.3652 | 5.9375 | 570 | 0.6900 | 0.6130 | 0.6900 | 0.8307 |
337
+ | 0.3652 | 5.9583 | 572 | 0.6873 | 0.5455 | 0.6873 | 0.8290 |
338
+ | 0.3652 | 5.9792 | 574 | 0.7146 | 0.4965 | 0.7146 | 0.8453 |
339
+ | 0.3652 | 6.0 | 576 | 0.7444 | 0.4965 | 0.7444 | 0.8628 |
340
+ | 0.3652 | 6.0208 | 578 | 0.7772 | 0.5957 | 0.7772 | 0.8816 |
341
+ | 0.3652 | 6.0417 | 580 | 0.8420 | 0.6263 | 0.8420 | 0.9176 |
342
+ | 0.3652 | 6.0625 | 582 | 0.8762 | 0.5766 | 0.8762 | 0.9360 |
343
+ | 0.3652 | 6.0833 | 584 | 0.8566 | 0.5789 | 0.8566 | 0.9255 |
344
+ | 0.3652 | 6.1042 | 586 | 0.8188 | 0.6017 | 0.8188 | 0.9049 |
345
+ | 0.3652 | 6.125 | 588 | 0.8240 | 0.5720 | 0.8240 | 0.9078 |
346
+ | 0.3652 | 6.1458 | 590 | 0.8108 | 0.5186 | 0.8108 | 0.9004 |
347
+ | 0.3652 | 6.1667 | 592 | 0.7751 | 0.5196 | 0.7751 | 0.8804 |
348
+ | 0.3652 | 6.1875 | 594 | 0.7649 | 0.5851 | 0.7649 | 0.8746 |
349
+ | 0.3652 | 6.2083 | 596 | 0.7768 | 0.6080 | 0.7768 | 0.8813 |
350
+ | 0.3652 | 6.2292 | 598 | 0.8392 | 0.5977 | 0.8392 | 0.9161 |
351
+ | 0.3652 | 6.25 | 600 | 0.8757 | 0.5932 | 0.8757 | 0.9358 |
352
+ | 0.3652 | 6.2708 | 602 | 0.8685 | 0.5965 | 0.8685 | 0.9320 |
353
+ | 0.3652 | 6.2917 | 604 | 0.8365 | 0.5818 | 0.8365 | 0.9146 |
354
+ | 0.3652 | 6.3125 | 606 | 0.8519 | 0.5716 | 0.8519 | 0.9230 |
355
+ | 0.3652 | 6.3333 | 608 | 0.8656 | 0.5694 | 0.8656 | 0.9304 |
356
+ | 0.3652 | 6.3542 | 610 | 0.8010 | 0.5539 | 0.8010 | 0.8950 |
357
+ | 0.3652 | 6.375 | 612 | 0.7540 | 0.5673 | 0.7540 | 0.8683 |
358
+ | 0.3652 | 6.3958 | 614 | 0.7480 | 0.4726 | 0.7480 | 0.8648 |
359
+ | 0.3652 | 6.4167 | 616 | 0.7686 | 0.5523 | 0.7686 | 0.8767 |
360
+ | 0.3652 | 6.4375 | 618 | 0.8350 | 0.5788 | 0.8350 | 0.9138 |
361
+ | 0.3652 | 6.4583 | 620 | 0.9490 | 0.5698 | 0.9490 | 0.9742 |
362
+ | 0.3652 | 6.4792 | 622 | 0.9413 | 0.5768 | 0.9413 | 0.9702 |
363
+ | 0.3652 | 6.5 | 624 | 0.8375 | 0.6159 | 0.8375 | 0.9151 |
364
+ | 0.3652 | 6.5208 | 626 | 0.7683 | 0.6021 | 0.7683 | 0.8766 |
365
+ | 0.3652 | 6.5417 | 628 | 0.7577 | 0.5769 | 0.7577 | 0.8705 |
366
+ | 0.3652 | 6.5625 | 630 | 0.7579 | 0.5683 | 0.7579 | 0.8706 |
367
+ | 0.3652 | 6.5833 | 632 | 0.7718 | 0.5264 | 0.7718 | 0.8785 |
368
+ | 0.3652 | 6.6042 | 634 | 0.7866 | 0.5482 | 0.7866 | 0.8869 |
369
+ | 0.3652 | 6.625 | 636 | 0.8045 | 0.5482 | 0.8045 | 0.8970 |
370
+ | 0.3652 | 6.6458 | 638 | 0.8258 | 0.5726 | 0.8258 | 0.9087 |
371
+ | 0.3652 | 6.6667 | 640 | 0.8172 | 0.6109 | 0.8172 | 0.9040 |
372
+ | 0.3652 | 6.6875 | 642 | 0.8294 | 0.5802 | 0.8294 | 0.9107 |
373
+ | 0.3652 | 6.7083 | 644 | 0.8314 | 0.5624 | 0.8314 | 0.9118 |
374
+ | 0.3652 | 6.7292 | 646 | 0.8218 | 0.5731 | 0.8218 | 0.9066 |
375
+ | 0.3652 | 6.75 | 648 | 0.8701 | 0.5578 | 0.8701 | 0.9328 |
376
+ | 0.3652 | 6.7708 | 650 | 0.9189 | 0.5719 | 0.9189 | 0.9586 |
377
+ | 0.3652 | 6.7917 | 652 | 0.9184 | 0.5746 | 0.9184 | 0.9583 |
378
+ | 0.3652 | 6.8125 | 654 | 0.9075 | 0.5746 | 0.9075 | 0.9526 |
379
+ | 0.3652 | 6.8333 | 656 | 0.8586 | 0.5536 | 0.8586 | 0.9266 |
380
+ | 0.3652 | 6.8542 | 658 | 0.7884 | 0.5470 | 0.7884 | 0.8879 |
381
+ | 0.3652 | 6.875 | 660 | 0.7528 | 0.5563 | 0.7528 | 0.8676 |
382
+ | 0.3652 | 6.8958 | 662 | 0.8154 | 0.5876 | 0.8154 | 0.9030 |
383
+ | 0.3652 | 6.9167 | 664 | 0.9411 | 0.5905 | 0.9411 | 0.9701 |
384
+ | 0.3652 | 6.9375 | 666 | 0.9484 | 0.5905 | 0.9484 | 0.9739 |
385
+ | 0.3652 | 6.9583 | 668 | 0.8386 | 0.5797 | 0.8386 | 0.9157 |
386
+ | 0.3652 | 6.9792 | 670 | 0.7830 | 0.6013 | 0.7830 | 0.8849 |
387
+ | 0.3652 | 7.0 | 672 | 0.7505 | 0.5844 | 0.7505 | 0.8663 |
388
+ | 0.3652 | 7.0208 | 674 | 0.7438 | 0.5874 | 0.7438 | 0.8624 |
389
+ | 0.3652 | 7.0417 | 676 | 0.7629 | 0.5587 | 0.7629 | 0.8734 |
390
+ | 0.3652 | 7.0625 | 678 | 0.8616 | 0.5682 | 0.8616 | 0.9282 |
391
+ | 0.3652 | 7.0833 | 680 | 0.9918 | 0.5925 | 0.9918 | 0.9959 |
392
+ | 0.3652 | 7.1042 | 682 | 1.1342 | 0.5271 | 1.1342 | 1.0650 |
393
+ | 0.3652 | 7.125 | 684 | 1.1668 | 0.4921 | 1.1668 | 1.0802 |
394
+ | 0.3652 | 7.1458 | 686 | 1.0860 | 0.4632 | 1.0860 | 1.0421 |
395
+ | 0.3652 | 7.1667 | 688 | 0.9987 | 0.4028 | 0.9987 | 0.9994 |
396
+ | 0.3652 | 7.1875 | 690 | 0.9782 | 0.4021 | 0.9782 | 0.9890 |
397
+ | 0.3652 | 7.2083 | 692 | 0.9598 | 0.4907 | 0.9598 | 0.9797 |
398
 
399
 
400
  ### Framework versions