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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task1_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task1_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8721
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- - Qwk: 0.6901
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- - Mse: 0.8721
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- - Rmse: 0.9339
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  ## Model description
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@@ -47,267 +47,272 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.25 | 2 | 6.9756 | 0.0299 | 6.9756 | 2.6411 |
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- | No log | 0.5 | 4 | 4.9600 | 0.0519 | 4.9600 | 2.2271 |
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- | No log | 0.75 | 6 | 2.9865 | 0.0848 | 2.9865 | 1.7281 |
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- | No log | 1.0 | 8 | 2.1997 | 0.1286 | 2.1997 | 1.4831 |
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- | No log | 1.25 | 10 | 1.8600 | 0.2124 | 1.8600 | 1.3638 |
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- | No log | 1.5 | 12 | 1.6690 | 0.1905 | 1.6690 | 1.2919 |
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- | No log | 1.75 | 14 | 1.6731 | 0.1509 | 1.6731 | 1.2935 |
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- | No log | 2.0 | 16 | 2.0864 | 0.1311 | 2.0864 | 1.4444 |
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- | No log | 2.25 | 18 | 2.1462 | 0.1803 | 2.1462 | 1.4650 |
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- | No log | 2.5 | 20 | 1.9214 | 0.1622 | 1.9214 | 1.3861 |
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- | No log | 2.75 | 22 | 1.4132 | 0.3091 | 1.4132 | 1.1888 |
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- | No log | 3.0 | 24 | 1.2415 | 0.3540 | 1.2415 | 1.1142 |
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- | No log | 3.25 | 26 | 1.2575 | 0.3793 | 1.2575 | 1.1214 |
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- | No log | 3.5 | 28 | 1.2397 | 0.3717 | 1.2397 | 1.1134 |
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- | No log | 3.75 | 30 | 1.3851 | 0.2957 | 1.3851 | 1.1769 |
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- | No log | 4.0 | 32 | 1.4620 | 0.2393 | 1.4620 | 1.2091 |
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- | No log | 4.25 | 34 | 1.3767 | 0.2521 | 1.3767 | 1.1733 |
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- | No log | 4.5 | 36 | 1.1201 | 0.4848 | 1.1201 | 1.0584 |
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- | No log | 4.75 | 38 | 1.0144 | 0.6061 | 1.0144 | 1.0072 |
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- | No log | 5.0 | 40 | 1.0413 | 0.6 | 1.0413 | 1.0204 |
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- | No log | 5.25 | 42 | 1.2394 | 0.4706 | 1.2394 | 1.1133 |
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- | No log | 5.5 | 44 | 1.3671 | 0.3833 | 1.3671 | 1.1692 |
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- | No log | 5.75 | 46 | 1.0641 | 0.5512 | 1.0641 | 1.0316 |
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- | No log | 6.0 | 48 | 1.0159 | 0.6533 | 1.0159 | 1.0079 |
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- | No log | 6.25 | 50 | 1.1652 | 0.6154 | 1.1652 | 1.0795 |
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- | No log | 6.5 | 52 | 1.2106 | 0.5211 | 1.2106 | 1.1003 |
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- | No log | 6.75 | 54 | 1.0655 | 0.6099 | 1.0655 | 1.0322 |
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- | No log | 7.0 | 56 | 1.0535 | 0.5857 | 1.0535 | 1.0264 |
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- | No log | 7.25 | 58 | 0.9915 | 0.6056 | 0.9915 | 0.9958 |
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- | No log | 7.5 | 60 | 0.8672 | 0.6528 | 0.8672 | 0.9312 |
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- | No log | 7.75 | 62 | 0.8603 | 0.7123 | 0.8603 | 0.9275 |
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- | No log | 8.0 | 64 | 0.9053 | 0.6933 | 0.9053 | 0.9515 |
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- | No log | 8.25 | 66 | 0.9247 | 0.7285 | 0.9247 | 0.9616 |
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- | No log | 8.5 | 68 | 0.9744 | 0.7020 | 0.9744 | 0.9871 |
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- | No log | 8.75 | 70 | 0.9792 | 0.6892 | 0.9792 | 0.9895 |
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- | No log | 9.0 | 72 | 1.0108 | 0.6528 | 1.0108 | 1.0054 |
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- | No log | 9.25 | 74 | 1.0288 | 0.6111 | 1.0288 | 1.0143 |
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- | No log | 9.5 | 76 | 0.9550 | 0.6573 | 0.9550 | 0.9772 |
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- | No log | 9.75 | 78 | 0.8953 | 0.6993 | 0.8953 | 0.9462 |
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- | No log | 10.0 | 80 | 0.8908 | 0.6892 | 0.8908 | 0.9438 |
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- | No log | 10.25 | 82 | 0.8809 | 0.6892 | 0.8809 | 0.9386 |
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- | No log | 10.5 | 84 | 0.8808 | 0.75 | 0.8808 | 0.9385 |
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- | No log | 10.75 | 86 | 1.0151 | 0.6328 | 1.0151 | 1.0075 |
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- | No log | 11.0 | 88 | 1.1088 | 0.6220 | 1.1088 | 1.0530 |
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- | No log | 11.25 | 90 | 1.0300 | 0.6309 | 1.0300 | 1.0149 |
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- | No log | 11.5 | 92 | 0.8771 | 0.6846 | 0.8771 | 0.9366 |
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- | No log | 11.75 | 94 | 0.7461 | 0.7483 | 0.7461 | 0.8638 |
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- | No log | 12.0 | 96 | 0.7069 | 0.7034 | 0.7069 | 0.8408 |
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- | No log | 12.25 | 98 | 0.7536 | 0.7114 | 0.7536 | 0.8681 |
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- | No log | 12.5 | 100 | 0.7916 | 0.72 | 0.7916 | 0.8897 |
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- | No log | 12.75 | 102 | 0.8244 | 0.7027 | 0.8244 | 0.9080 |
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- | No log | 13.0 | 104 | 1.0762 | 0.6590 | 1.0762 | 1.0374 |
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- | No log | 13.25 | 106 | 1.2229 | 0.5988 | 1.2229 | 1.1059 |
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- | No log | 13.5 | 108 | 1.1069 | 0.6093 | 1.1069 | 1.0521 |
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- | No log | 13.75 | 110 | 0.9202 | 0.6475 | 0.9202 | 0.9593 |
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- | No log | 14.0 | 112 | 0.7877 | 0.7042 | 0.7877 | 0.8875 |
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- | No log | 14.25 | 114 | 0.7905 | 0.7123 | 0.7905 | 0.8891 |
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- | No log | 14.5 | 116 | 0.8162 | 0.7152 | 0.8162 | 0.9034 |
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- | No log | 14.75 | 118 | 0.8505 | 0.6974 | 0.8505 | 0.9222 |
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- | No log | 15.0 | 120 | 0.9227 | 0.7456 | 0.9227 | 0.9606 |
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- | No log | 15.25 | 122 | 1.1740 | 0.6404 | 1.1740 | 1.0835 |
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- | No log | 15.5 | 124 | 1.2146 | 0.6102 | 1.2146 | 1.1021 |
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- | No log | 15.75 | 126 | 0.9490 | 0.6708 | 0.9490 | 0.9741 |
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- | No log | 16.0 | 128 | 0.6853 | 0.7534 | 0.6853 | 0.8278 |
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- | No log | 16.25 | 130 | 0.7250 | 0.6901 | 0.7250 | 0.8515 |
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- | No log | 16.5 | 132 | 0.7346 | 0.7083 | 0.7346 | 0.8571 |
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- | No log | 16.75 | 134 | 0.6563 | 0.7397 | 0.6563 | 0.8101 |
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- | No log | 17.0 | 136 | 0.7895 | 0.7237 | 0.7895 | 0.8885 |
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- | No log | 17.25 | 138 | 1.1174 | 0.6108 | 1.1174 | 1.0571 |
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- | No log | 17.5 | 140 | 1.1610 | 0.6012 | 1.1610 | 1.0775 |
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- | No log | 17.75 | 142 | 0.9747 | 0.6667 | 0.9747 | 0.9872 |
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- | No log | 18.0 | 144 | 0.9051 | 0.6667 | 0.9051 | 0.9514 |
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- | No log | 18.25 | 146 | 0.8716 | 0.6573 | 0.8716 | 0.9336 |
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- | No log | 18.5 | 148 | 0.7804 | 0.6950 | 0.7804 | 0.8834 |
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- | No log | 18.75 | 150 | 0.7638 | 0.7114 | 0.7638 | 0.8739 |
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- | No log | 19.0 | 152 | 0.7469 | 0.7730 | 0.7469 | 0.8642 |
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- | No log | 19.25 | 154 | 0.7300 | 0.7215 | 0.7300 | 0.8544 |
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- | No log | 19.5 | 156 | 0.7453 | 0.7329 | 0.7453 | 0.8633 |
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- | No log | 19.75 | 158 | 0.6881 | 0.7692 | 0.6881 | 0.8295 |
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- | No log | 20.0 | 160 | 0.6113 | 0.7733 | 0.6113 | 0.7818 |
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- | No log | 20.25 | 162 | 0.6071 | 0.7550 | 0.6071 | 0.7791 |
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- | No log | 20.5 | 164 | 0.6632 | 0.7625 | 0.6632 | 0.8144 |
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- | No log | 20.75 | 166 | 0.7326 | 0.7719 | 0.7326 | 0.8559 |
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- | No log | 21.0 | 168 | 0.8309 | 0.7425 | 0.8309 | 0.9115 |
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- | No log | 21.25 | 170 | 0.7534 | 0.7421 | 0.7534 | 0.8680 |
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- | No log | 21.5 | 172 | 0.7135 | 0.7285 | 0.7135 | 0.8447 |
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- | No log | 21.75 | 174 | 0.7754 | 0.7285 | 0.7755 | 0.8806 |
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- | No log | 22.0 | 176 | 0.9541 | 0.7126 | 0.9541 | 0.9768 |
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- | No log | 22.25 | 178 | 0.9315 | 0.7368 | 0.9315 | 0.9651 |
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- | No log | 22.5 | 180 | 0.7876 | 0.7226 | 0.7876 | 0.8874 |
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- | No log | 22.75 | 182 | 0.6750 | 0.7368 | 0.6750 | 0.8216 |
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- | No log | 23.0 | 184 | 0.6328 | 0.7564 | 0.6328 | 0.7955 |
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- | No log | 23.25 | 186 | 0.6396 | 0.7904 | 0.6396 | 0.7998 |
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- | No log | 23.5 | 188 | 0.7182 | 0.7719 | 0.7182 | 0.8475 |
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- | No log | 23.75 | 190 | 0.7450 | 0.7624 | 0.7450 | 0.8631 |
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- | No log | 24.0 | 192 | 0.6891 | 0.7470 | 0.6891 | 0.8301 |
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- | No log | 24.25 | 194 | 0.6789 | 0.7190 | 0.6789 | 0.8240 |
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- | No log | 24.5 | 196 | 0.7257 | 0.7044 | 0.7257 | 0.8519 |
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- | No log | 24.75 | 198 | 0.7577 | 0.7170 | 0.7577 | 0.8705 |
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- | No log | 25.0 | 200 | 0.8112 | 0.7349 | 0.8112 | 0.9007 |
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- | No log | 25.25 | 202 | 0.8974 | 0.7159 | 0.8974 | 0.9473 |
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- | No log | 25.5 | 204 | 0.8455 | 0.7239 | 0.8455 | 0.9195 |
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- | No log | 25.75 | 206 | 0.7418 | 0.7133 | 0.7418 | 0.8613 |
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- | No log | 26.0 | 208 | 0.7058 | 0.7034 | 0.7058 | 0.8401 |
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- | No log | 26.25 | 210 | 0.6901 | 0.7285 | 0.6901 | 0.8307 |
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- | No log | 26.5 | 212 | 0.6847 | 0.7448 | 0.6847 | 0.8274 |
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- | No log | 26.75 | 214 | 0.7672 | 0.7417 | 0.7672 | 0.8759 |
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- | No log | 27.0 | 216 | 0.9528 | 0.6711 | 0.9528 | 0.9761 |
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- | No log | 27.25 | 218 | 1.1034 | 0.6867 | 1.1034 | 1.0504 |
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- | No log | 27.5 | 220 | 1.0527 | 0.6790 | 1.0527 | 1.0260 |
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- | No log | 27.75 | 222 | 0.8446 | 0.6887 | 0.8446 | 0.9190 |
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- | No log | 28.0 | 224 | 0.6662 | 0.7568 | 0.6662 | 0.8162 |
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- | No log | 28.25 | 226 | 0.6467 | 0.7417 | 0.6467 | 0.8042 |
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- | No log | 28.5 | 228 | 0.6783 | 0.7285 | 0.6783 | 0.8236 |
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- | No log | 28.75 | 230 | 0.7425 | 0.7296 | 0.7425 | 0.8617 |
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- | No log | 29.0 | 232 | 0.8201 | 0.7273 | 0.8201 | 0.9056 |
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- | No log | 29.25 | 234 | 0.8693 | 0.6871 | 0.8693 | 0.9324 |
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- | No log | 29.5 | 236 | 0.8668 | 0.6933 | 0.8668 | 0.9310 |
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- | No log | 29.75 | 238 | 0.8399 | 0.6857 | 0.8399 | 0.9164 |
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- | No log | 30.0 | 240 | 0.8376 | 0.6667 | 0.8376 | 0.9152 |
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- | No log | 30.25 | 242 | 0.8430 | 0.6765 | 0.8430 | 0.9182 |
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- | No log | 30.5 | 244 | 0.8484 | 0.6567 | 0.8484 | 0.9211 |
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- | No log | 30.75 | 246 | 0.9014 | 0.6571 | 0.9014 | 0.9494 |
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- | No log | 31.0 | 248 | 0.9510 | 0.6216 | 0.9510 | 0.9752 |
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- | No log | 31.25 | 250 | 0.9296 | 0.6621 | 0.9296 | 0.9642 |
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- | No log | 31.5 | 252 | 0.8746 | 0.6906 | 0.8746 | 0.9352 |
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- | No log | 31.75 | 254 | 0.8408 | 0.7042 | 0.8408 | 0.9170 |
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- | No log | 32.0 | 256 | 0.8395 | 0.7042 | 0.8395 | 0.9162 |
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- | No log | 32.25 | 258 | 0.8648 | 0.7133 | 0.8648 | 0.9300 |
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- | No log | 32.5 | 260 | 0.8904 | 0.7013 | 0.8904 | 0.9436 |
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- | No log | 32.75 | 262 | 0.8704 | 0.7215 | 0.8704 | 0.9329 |
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- | No log | 33.0 | 264 | 0.8434 | 0.7125 | 0.8434 | 0.9184 |
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- | No log | 33.25 | 266 | 0.7901 | 0.7355 | 0.7901 | 0.8889 |
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- | No log | 33.5 | 268 | 0.7730 | 0.7059 | 0.7730 | 0.8792 |
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- | No log | 33.75 | 270 | 0.7916 | 0.7558 | 0.7916 | 0.8897 |
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- | No log | 34.0 | 272 | 0.7453 | 0.7614 | 0.7453 | 0.8633 |
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- | No log | 34.25 | 274 | 0.6839 | 0.7531 | 0.6839 | 0.8270 |
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- | No log | 34.5 | 276 | 0.6484 | 0.7595 | 0.6484 | 0.8052 |
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- | No log | 34.75 | 278 | 0.6428 | 0.7792 | 0.6428 | 0.8017 |
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- | No log | 35.0 | 280 | 0.6590 | 0.7792 | 0.6590 | 0.8118 |
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- | No log | 35.25 | 282 | 0.6854 | 0.75 | 0.6854 | 0.8279 |
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- | No log | 35.5 | 284 | 0.7148 | 0.7308 | 0.7148 | 0.8454 |
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- | No log | 35.75 | 286 | 0.7181 | 0.72 | 0.7181 | 0.8474 |
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- | No log | 36.0 | 288 | 0.7316 | 0.7413 | 0.7316 | 0.8553 |
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- | No log | 36.25 | 290 | 0.7589 | 0.7194 | 0.7589 | 0.8712 |
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- | No log | 36.5 | 292 | 0.7878 | 0.6667 | 0.7878 | 0.8876 |
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- | No log | 36.75 | 294 | 0.8333 | 0.6383 | 0.8333 | 0.9129 |
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- | No log | 37.0 | 296 | 0.8739 | 0.6667 | 0.8739 | 0.9348 |
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- | No log | 37.25 | 298 | 0.8382 | 0.6622 | 0.8382 | 0.9155 |
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- | No log | 37.5 | 300 | 0.8292 | 0.6667 | 0.8292 | 0.9106 |
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- | No log | 37.75 | 302 | 0.8757 | 0.6797 | 0.8757 | 0.9358 |
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- | No log | 38.0 | 304 | 0.8931 | 0.7152 | 0.8931 | 0.9450 |
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- | No log | 38.25 | 306 | 0.8570 | 0.6962 | 0.8570 | 0.9257 |
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- | No log | 38.5 | 308 | 0.8004 | 0.7067 | 0.8004 | 0.8947 |
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- | No log | 38.75 | 310 | 0.7791 | 0.7347 | 0.7791 | 0.8826 |
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- | No log | 39.0 | 312 | 0.7691 | 0.7234 | 0.7691 | 0.8770 |
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- | No log | 39.25 | 314 | 0.7870 | 0.7 | 0.7870 | 0.8871 |
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- | No log | 39.5 | 316 | 0.8627 | 0.6389 | 0.8627 | 0.9288 |
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- | No log | 39.75 | 318 | 1.0011 | 0.6463 | 1.0011 | 1.0005 |
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- | No log | 40.0 | 320 | 1.0803 | 0.6279 | 1.0803 | 1.0394 |
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- | No log | 40.25 | 322 | 1.0541 | 0.6429 | 1.0541 | 1.0267 |
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- | No log | 40.5 | 324 | 0.9738 | 0.6883 | 0.9738 | 0.9868 |
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- | No log | 40.75 | 326 | 0.9081 | 0.6573 | 0.9081 | 0.9529 |
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- | No log | 41.0 | 328 | 0.8634 | 0.6571 | 0.8634 | 0.9292 |
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- | No log | 41.25 | 330 | 0.8323 | 0.6667 | 0.8323 | 0.9123 |
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- | No log | 41.5 | 332 | 0.8529 | 0.6667 | 0.8529 | 0.9235 |
218
- | No log | 41.75 | 334 | 0.9344 | 0.6710 | 0.9344 | 0.9667 |
219
- | No log | 42.0 | 336 | 0.9701 | 0.6744 | 0.9701 | 0.9849 |
220
- | No log | 42.25 | 338 | 0.9330 | 0.6936 | 0.9330 | 0.9659 |
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- | No log | 42.5 | 340 | 0.8401 | 0.6982 | 0.8401 | 0.9166 |
222
- | No log | 42.75 | 342 | 0.7564 | 0.7152 | 0.7564 | 0.8697 |
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- | No log | 43.0 | 344 | 0.7163 | 0.7324 | 0.7163 | 0.8463 |
224
- | No log | 43.25 | 346 | 0.6923 | 0.7397 | 0.6923 | 0.8320 |
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- | No log | 43.5 | 348 | 0.6946 | 0.7397 | 0.6946 | 0.8334 |
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- | No log | 43.75 | 350 | 0.7274 | 0.7432 | 0.7274 | 0.8529 |
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- | No log | 44.0 | 352 | 0.7840 | 0.6755 | 0.7840 | 0.8855 |
228
- | No log | 44.25 | 354 | 0.8335 | 0.6835 | 0.8335 | 0.9130 |
229
- | No log | 44.5 | 356 | 0.8199 | 0.6842 | 0.8199 | 0.9055 |
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- | No log | 44.75 | 358 | 0.7618 | 0.6757 | 0.7618 | 0.8728 |
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- | No log | 45.0 | 360 | 0.7104 | 0.7310 | 0.7104 | 0.8429 |
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- | No log | 45.25 | 362 | 0.7011 | 0.7310 | 0.7011 | 0.8373 |
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- | No log | 45.5 | 364 | 0.7156 | 0.7310 | 0.7156 | 0.8459 |
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- | No log | 45.75 | 366 | 0.7226 | 0.7383 | 0.7226 | 0.8501 |
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- | No log | 46.0 | 368 | 0.7422 | 0.7260 | 0.7422 | 0.8615 |
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- | No log | 46.25 | 370 | 0.7725 | 0.7260 | 0.7725 | 0.8789 |
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- | No log | 46.5 | 372 | 0.7951 | 0.7183 | 0.7951 | 0.8917 |
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- | No log | 46.75 | 374 | 0.8282 | 0.6434 | 0.8282 | 0.9101 |
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- | No log | 47.0 | 376 | 0.8098 | 0.7183 | 0.8098 | 0.8999 |
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- | No log | 47.25 | 378 | 0.8133 | 0.7183 | 0.8133 | 0.9019 |
241
- | No log | 47.5 | 380 | 0.8545 | 0.625 | 0.8545 | 0.9244 |
242
- | No log | 47.75 | 382 | 0.8564 | 0.6483 | 0.8564 | 0.9254 |
243
- | No log | 48.0 | 384 | 0.8308 | 0.6714 | 0.8308 | 0.9115 |
244
- | No log | 48.25 | 386 | 0.8471 | 0.6713 | 0.8471 | 0.9204 |
245
- | No log | 48.5 | 388 | 0.8963 | 0.6755 | 0.8963 | 0.9467 |
246
- | No log | 48.75 | 390 | 0.8905 | 0.6974 | 0.8905 | 0.9437 |
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- | No log | 49.0 | 392 | 0.8342 | 0.6763 | 0.8342 | 0.9134 |
248
- | No log | 49.25 | 394 | 0.7968 | 0.6809 | 0.7968 | 0.8926 |
249
- | No log | 49.5 | 396 | 0.7416 | 0.6857 | 0.7416 | 0.8612 |
250
- | No log | 49.75 | 398 | 0.7071 | 0.6857 | 0.7071 | 0.8409 |
251
- | No log | 50.0 | 400 | 0.7058 | 0.7333 | 0.7058 | 0.8401 |
252
- | No log | 50.25 | 402 | 0.7424 | 0.7590 | 0.7424 | 0.8617 |
253
- | No log | 50.5 | 404 | 0.8203 | 0.7251 | 0.8203 | 0.9057 |
254
- | No log | 50.75 | 406 | 0.8369 | 0.7159 | 0.8369 | 0.9148 |
255
- | No log | 51.0 | 408 | 0.7750 | 0.7296 | 0.7750 | 0.8803 |
256
- | No log | 51.25 | 410 | 0.6908 | 0.7083 | 0.6908 | 0.8311 |
257
- | No log | 51.5 | 412 | 0.6735 | 0.7123 | 0.6735 | 0.8207 |
258
- | No log | 51.75 | 414 | 0.6765 | 0.7310 | 0.6765 | 0.8225 |
259
- | No log | 52.0 | 416 | 0.6957 | 0.7123 | 0.6957 | 0.8341 |
260
- | No log | 52.25 | 418 | 0.7181 | 0.7034 | 0.7181 | 0.8474 |
261
- | No log | 52.5 | 420 | 0.7545 | 0.6809 | 0.7545 | 0.8686 |
262
- | No log | 52.75 | 422 | 0.7685 | 0.6809 | 0.7685 | 0.8766 |
263
- | No log | 53.0 | 424 | 0.7685 | 0.6809 | 0.7685 | 0.8767 |
264
- | No log | 53.25 | 426 | 0.7834 | 0.6809 | 0.7834 | 0.8851 |
265
- | No log | 53.5 | 428 | 0.7866 | 0.6809 | 0.7866 | 0.8869 |
266
- | No log | 53.75 | 430 | 0.7943 | 0.6809 | 0.7943 | 0.8913 |
267
- | No log | 54.0 | 432 | 0.7823 | 0.6809 | 0.7823 | 0.8845 |
268
- | No log | 54.25 | 434 | 0.7731 | 0.6809 | 0.7731 | 0.8793 |
269
- | No log | 54.5 | 436 | 0.7726 | 0.6809 | 0.7726 | 0.8790 |
270
- | No log | 54.75 | 438 | 0.7837 | 0.6906 | 0.7837 | 0.8853 |
271
- | No log | 55.0 | 440 | 0.7969 | 0.6906 | 0.7969 | 0.8927 |
272
- | No log | 55.25 | 442 | 0.7869 | 0.6906 | 0.7869 | 0.8870 |
273
- | No log | 55.5 | 444 | 0.7651 | 0.7075 | 0.7651 | 0.8747 |
274
- | No log | 55.75 | 446 | 0.7658 | 0.7075 | 0.7658 | 0.8751 |
275
- | No log | 56.0 | 448 | 0.7854 | 0.7179 | 0.7854 | 0.8862 |
276
- | No log | 56.25 | 450 | 0.7961 | 0.75 | 0.7961 | 0.8922 |
277
- | No log | 56.5 | 452 | 0.7878 | 0.7179 | 0.7878 | 0.8876 |
278
- | No log | 56.75 | 454 | 0.7823 | 0.7179 | 0.7823 | 0.8845 |
279
- | No log | 57.0 | 456 | 0.7646 | 0.7333 | 0.7646 | 0.8744 |
280
- | No log | 57.25 | 458 | 0.7533 | 0.7333 | 0.7533 | 0.8679 |
281
- | No log | 57.5 | 460 | 0.7424 | 0.7123 | 0.7424 | 0.8616 |
282
- | No log | 57.75 | 462 | 0.7439 | 0.7075 | 0.7439 | 0.8625 |
283
- | No log | 58.0 | 464 | 0.7773 | 0.7260 | 0.7773 | 0.8816 |
284
- | No log | 58.25 | 466 | 0.8506 | 0.6939 | 0.8506 | 0.9223 |
285
- | No log | 58.5 | 468 | 0.8940 | 0.6667 | 0.8940 | 0.9455 |
286
- | No log | 58.75 | 470 | 0.8821 | 0.6803 | 0.8821 | 0.9392 |
287
- | No log | 59.0 | 472 | 0.8346 | 0.6713 | 0.8346 | 0.9136 |
288
- | No log | 59.25 | 474 | 0.7894 | 0.6901 | 0.7894 | 0.8885 |
289
- | No log | 59.5 | 476 | 0.7870 | 0.6901 | 0.7870 | 0.8871 |
290
- | No log | 59.75 | 478 | 0.7662 | 0.7297 | 0.7662 | 0.8753 |
291
- | No log | 60.0 | 480 | 0.7498 | 0.7432 | 0.7498 | 0.8659 |
292
- | No log | 60.25 | 482 | 0.7496 | 0.7432 | 0.7496 | 0.8658 |
293
- | No log | 60.5 | 484 | 0.7560 | 0.7226 | 0.7560 | 0.8695 |
294
- | No log | 60.75 | 486 | 0.7568 | 0.7226 | 0.7568 | 0.8699 |
295
- | No log | 61.0 | 488 | 0.8036 | 0.725 | 0.8036 | 0.8965 |
296
- | No log | 61.25 | 490 | 0.8549 | 0.7251 | 0.8549 | 0.9246 |
297
- | No log | 61.5 | 492 | 0.8585 | 0.7251 | 0.8585 | 0.9266 |
298
- | No log | 61.75 | 494 | 0.8543 | 0.7368 | 0.8543 | 0.9243 |
299
- | No log | 62.0 | 496 | 0.8234 | 0.7425 | 0.8234 | 0.9074 |
300
- | No log | 62.25 | 498 | 0.7927 | 0.7215 | 0.7927 | 0.8903 |
301
- | 0.2908 | 62.5 | 500 | 0.7788 | 0.7105 | 0.7788 | 0.8825 |
302
- | 0.2908 | 62.75 | 502 | 0.7619 | 0.7432 | 0.7619 | 0.8729 |
303
- | 0.2908 | 63.0 | 504 | 0.7531 | 0.7413 | 0.7531 | 0.8678 |
304
- | 0.2908 | 63.25 | 506 | 0.7644 | 0.7222 | 0.7644 | 0.8743 |
305
- | 0.2908 | 63.5 | 508 | 0.7947 | 0.7172 | 0.7947 | 0.8915 |
306
- | 0.2908 | 63.75 | 510 | 0.8359 | 0.6944 | 0.8359 | 0.9143 |
307
- | 0.2908 | 64.0 | 512 | 0.8878 | 0.6667 | 0.8878 | 0.9422 |
308
- | 0.2908 | 64.25 | 514 | 0.9180 | 0.6438 | 0.9180 | 0.9581 |
309
- | 0.2908 | 64.5 | 516 | 0.8971 | 0.6667 | 0.8971 | 0.9471 |
310
- | 0.2908 | 64.75 | 518 | 0.8721 | 0.6901 | 0.8721 | 0.9339 |
 
 
 
 
 
311
 
312
 
313
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task1_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7705
19
+ - Qwk: 0.6569
20
+ - Mse: 0.7705
21
+ - Rmse: 0.8778
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 7.1591 | 0.0 | 7.1591 | 2.6756 |
53
+ | No log | 0.2667 | 4 | 4.7877 | 0.0524 | 4.7877 | 2.1881 |
54
+ | No log | 0.4 | 6 | 3.1233 | 0.0702 | 3.1233 | 1.7673 |
55
+ | No log | 0.5333 | 8 | 2.1962 | 0.1727 | 2.1962 | 1.4819 |
56
+ | No log | 0.6667 | 10 | 1.9398 | 0.2903 | 1.9398 | 1.3928 |
57
+ | No log | 0.8 | 12 | 1.6027 | 0.1165 | 1.6027 | 1.2660 |
58
+ | No log | 0.9333 | 14 | 1.5506 | 0.1346 | 1.5506 | 1.2452 |
59
+ | No log | 1.0667 | 16 | 1.3790 | 0.2056 | 1.3790 | 1.1743 |
60
+ | No log | 1.2 | 18 | 1.2470 | 0.3186 | 1.2470 | 1.1167 |
61
+ | No log | 1.3333 | 20 | 1.1550 | 0.4333 | 1.1550 | 1.0747 |
62
+ | No log | 1.4667 | 22 | 1.0187 | 0.576 | 1.0187 | 1.0093 |
63
+ | No log | 1.6 | 24 | 1.0088 | 0.5738 | 1.0088 | 1.0044 |
64
+ | No log | 1.7333 | 26 | 1.0497 | 0.5289 | 1.0497 | 1.0246 |
65
+ | No log | 1.8667 | 28 | 1.2026 | 0.4098 | 1.2026 | 1.0966 |
66
+ | No log | 2.0 | 30 | 1.5324 | 0.4714 | 1.5324 | 1.2379 |
67
+ | No log | 2.1333 | 32 | 1.5250 | 0.4714 | 1.5250 | 1.2349 |
68
+ | No log | 2.2667 | 34 | 1.2375 | 0.4688 | 1.2375 | 1.1124 |
69
+ | No log | 2.4 | 36 | 1.0766 | 0.4 | 1.0766 | 1.0376 |
70
+ | No log | 2.5333 | 38 | 1.1511 | 0.512 | 1.1511 | 1.0729 |
71
+ | No log | 2.6667 | 40 | 1.0394 | 0.5414 | 1.0394 | 1.0195 |
72
+ | No log | 2.8 | 42 | 0.8275 | 0.7639 | 0.8275 | 0.9096 |
73
+ | No log | 2.9333 | 44 | 0.9014 | 0.6294 | 0.9014 | 0.9494 |
74
+ | No log | 3.0667 | 46 | 0.8321 | 0.6849 | 0.8321 | 0.9122 |
75
+ | No log | 3.2 | 48 | 0.9310 | 0.5985 | 0.9310 | 0.9649 |
76
+ | No log | 3.3333 | 50 | 1.1985 | 0.5255 | 1.1985 | 1.0948 |
77
+ | No log | 3.4667 | 52 | 1.2488 | 0.5522 | 1.2488 | 1.1175 |
78
+ | No log | 3.6 | 54 | 0.8848 | 0.5942 | 0.8848 | 0.9406 |
79
+ | No log | 3.7333 | 56 | 0.8724 | 0.6573 | 0.8724 | 0.9340 |
80
+ | No log | 3.8667 | 58 | 0.8395 | 0.6429 | 0.8395 | 0.9163 |
81
+ | No log | 4.0 | 60 | 0.8375 | 0.6667 | 0.8375 | 0.9151 |
82
+ | No log | 4.1333 | 62 | 1.4544 | 0.5217 | 1.4544 | 1.2060 |
83
+ | No log | 4.2667 | 64 | 1.7212 | 0.3623 | 1.7212 | 1.3119 |
84
+ | No log | 4.4 | 66 | 1.3372 | 0.5217 | 1.3372 | 1.1564 |
85
+ | No log | 4.5333 | 68 | 0.9463 | 0.6331 | 0.9463 | 0.9728 |
86
+ | No log | 4.6667 | 70 | 0.8381 | 0.6131 | 0.8381 | 0.9155 |
87
+ | No log | 4.8 | 72 | 0.9863 | 0.6143 | 0.9863 | 0.9931 |
88
+ | No log | 4.9333 | 74 | 0.8956 | 0.5909 | 0.8956 | 0.9464 |
89
+ | No log | 5.0667 | 76 | 0.9954 | 0.5985 | 0.9954 | 0.9977 |
90
+ | No log | 5.2 | 78 | 1.1145 | 0.6014 | 1.1145 | 1.0557 |
91
+ | No log | 5.3333 | 80 | 0.7857 | 0.7421 | 0.7857 | 0.8864 |
92
+ | No log | 5.4667 | 82 | 0.6092 | 0.8070 | 0.6092 | 0.7805 |
93
+ | No log | 5.6 | 84 | 0.6328 | 0.8249 | 0.6328 | 0.7955 |
94
+ | No log | 5.7333 | 86 | 0.6696 | 0.7958 | 0.6696 | 0.8183 |
95
+ | No log | 5.8667 | 88 | 0.6070 | 0.8415 | 0.6070 | 0.7791 |
96
+ | No log | 6.0 | 90 | 0.5202 | 0.8409 | 0.5202 | 0.7212 |
97
+ | No log | 6.1333 | 92 | 0.5561 | 0.8 | 0.5561 | 0.7457 |
98
+ | No log | 6.2667 | 94 | 0.6238 | 0.7222 | 0.6238 | 0.7898 |
99
+ | No log | 6.4 | 96 | 0.6279 | 0.7347 | 0.6279 | 0.7924 |
100
+ | No log | 6.5333 | 98 | 0.6088 | 0.7724 | 0.6088 | 0.7802 |
101
+ | No log | 6.6667 | 100 | 0.6743 | 0.7662 | 0.6743 | 0.8212 |
102
+ | No log | 6.8 | 102 | 0.7988 | 0.6792 | 0.7988 | 0.8937 |
103
+ | No log | 6.9333 | 104 | 0.9505 | 0.6835 | 0.9505 | 0.9750 |
104
+ | No log | 7.0667 | 106 | 0.9604 | 0.6918 | 0.9604 | 0.9800 |
105
+ | No log | 7.2 | 108 | 0.8895 | 0.6623 | 0.8895 | 0.9431 |
106
+ | No log | 7.3333 | 110 | 0.8564 | 0.6797 | 0.8564 | 0.9254 |
107
+ | No log | 7.4667 | 112 | 0.8144 | 0.6667 | 0.8144 | 0.9024 |
108
+ | No log | 7.6 | 114 | 0.7924 | 0.6761 | 0.7924 | 0.8902 |
109
+ | No log | 7.7333 | 116 | 0.8918 | 0.6569 | 0.8918 | 0.9444 |
110
+ | No log | 7.8667 | 118 | 1.0102 | 0.6015 | 1.0102 | 1.0051 |
111
+ | No log | 8.0 | 120 | 1.2182 | 0.5532 | 1.2182 | 1.1037 |
112
+ | No log | 8.1333 | 122 | 1.0953 | 0.5571 | 1.0953 | 1.0466 |
113
+ | No log | 8.2667 | 124 | 0.7035 | 0.6944 | 0.7035 | 0.8387 |
114
+ | No log | 8.4 | 126 | 0.6005 | 0.7922 | 0.6005 | 0.7749 |
115
+ | No log | 8.5333 | 128 | 0.5702 | 0.7922 | 0.5702 | 0.7551 |
116
+ | No log | 8.6667 | 130 | 0.6514 | 0.75 | 0.6514 | 0.8071 |
117
+ | No log | 8.8 | 132 | 0.8233 | 0.7125 | 0.8233 | 0.9074 |
118
+ | No log | 8.9333 | 134 | 0.7964 | 0.6968 | 0.7964 | 0.8924 |
119
+ | No log | 9.0667 | 136 | 0.7415 | 0.7152 | 0.7415 | 0.8611 |
120
+ | No log | 9.2 | 138 | 0.7455 | 0.7237 | 0.7455 | 0.8634 |
121
+ | No log | 9.3333 | 140 | 0.7137 | 0.7237 | 0.7137 | 0.8448 |
122
+ | No log | 9.4667 | 142 | 0.7399 | 0.7123 | 0.7399 | 0.8602 |
123
+ | No log | 9.6 | 144 | 0.8228 | 0.7006 | 0.8228 | 0.9071 |
124
+ | No log | 9.7333 | 146 | 0.9337 | 0.6707 | 0.9337 | 0.9663 |
125
+ | No log | 9.8667 | 148 | 0.8870 | 0.6875 | 0.8870 | 0.9418 |
126
+ | No log | 10.0 | 150 | 0.7380 | 0.6803 | 0.7380 | 0.8591 |
127
+ | No log | 10.1333 | 152 | 0.6247 | 0.7785 | 0.6247 | 0.7904 |
128
+ | No log | 10.2667 | 154 | 0.6099 | 0.7517 | 0.6099 | 0.7810 |
129
+ | No log | 10.4 | 156 | 0.6132 | 0.76 | 0.6132 | 0.7830 |
130
+ | No log | 10.5333 | 158 | 0.6745 | 0.7895 | 0.6745 | 0.8213 |
131
+ | No log | 10.6667 | 160 | 0.7912 | 0.7134 | 0.7912 | 0.8895 |
132
+ | No log | 10.8 | 162 | 0.8054 | 0.7 | 0.8054 | 0.8974 |
133
+ | No log | 10.9333 | 164 | 0.7294 | 0.7273 | 0.7294 | 0.8541 |
134
+ | No log | 11.0667 | 166 | 0.7523 | 0.7162 | 0.7523 | 0.8674 |
135
+ | No log | 11.2 | 168 | 0.7630 | 0.7162 | 0.7630 | 0.8735 |
136
+ | No log | 11.3333 | 170 | 0.8160 | 0.6849 | 0.8160 | 0.9033 |
137
+ | No log | 11.4667 | 172 | 0.9148 | 0.7114 | 0.9148 | 0.9565 |
138
+ | No log | 11.6 | 174 | 0.8240 | 0.7211 | 0.8240 | 0.9077 |
139
+ | No log | 11.7333 | 176 | 0.8015 | 0.7211 | 0.8015 | 0.8952 |
140
+ | No log | 11.8667 | 178 | 0.7172 | 0.7285 | 0.7172 | 0.8469 |
141
+ | No log | 12.0 | 180 | 0.6864 | 0.7532 | 0.6864 | 0.8285 |
142
+ | No log | 12.1333 | 182 | 0.6589 | 0.7484 | 0.6589 | 0.8117 |
143
+ | No log | 12.2667 | 184 | 0.7187 | 0.75 | 0.7187 | 0.8478 |
144
+ | No log | 12.4 | 186 | 0.9424 | 0.6747 | 0.9424 | 0.9708 |
145
+ | No log | 12.5333 | 188 | 0.9982 | 0.6624 | 0.9982 | 0.9991 |
146
+ | No log | 12.6667 | 190 | 0.8464 | 0.6980 | 0.8464 | 0.9200 |
147
+ | No log | 12.8 | 192 | 0.7313 | 0.7 | 0.7313 | 0.8552 |
148
+ | No log | 12.9333 | 194 | 0.7473 | 0.7059 | 0.7473 | 0.8645 |
149
+ | No log | 13.0667 | 196 | 0.7806 | 0.6667 | 0.7806 | 0.8835 |
150
+ | No log | 13.2 | 198 | 0.8623 | 0.6853 | 0.8623 | 0.9286 |
151
+ | No log | 13.3333 | 200 | 0.8941 | 0.6980 | 0.8941 | 0.9456 |
152
+ | No log | 13.4667 | 202 | 0.8030 | 0.7190 | 0.8030 | 0.8961 |
153
+ | No log | 13.6 | 204 | 0.6835 | 0.7211 | 0.6835 | 0.8267 |
154
+ | No log | 13.7333 | 206 | 0.6546 | 0.7517 | 0.6546 | 0.8091 |
155
+ | No log | 13.8667 | 208 | 0.6821 | 0.7248 | 0.6821 | 0.8259 |
156
+ | No log | 14.0 | 210 | 0.7493 | 0.7059 | 0.7493 | 0.8656 |
157
+ | No log | 14.1333 | 212 | 0.6796 | 0.7595 | 0.6796 | 0.8244 |
158
+ | No log | 14.2667 | 214 | 0.6097 | 0.7211 | 0.6097 | 0.7808 |
159
+ | No log | 14.4 | 216 | 0.6323 | 0.7517 | 0.6323 | 0.7952 |
160
+ | No log | 14.5333 | 218 | 0.7023 | 0.7595 | 0.7023 | 0.8380 |
161
+ | No log | 14.6667 | 220 | 0.7917 | 0.7485 | 0.7917 | 0.8898 |
162
+ | No log | 14.8 | 222 | 0.8905 | 0.7126 | 0.8905 | 0.9437 |
163
+ | No log | 14.9333 | 224 | 0.7866 | 0.7273 | 0.7866 | 0.8869 |
164
+ | No log | 15.0667 | 226 | 0.7307 | 0.7226 | 0.7307 | 0.8548 |
165
+ | No log | 15.2 | 228 | 0.6855 | 0.7467 | 0.6855 | 0.8279 |
166
+ | No log | 15.3333 | 230 | 0.7603 | 0.7162 | 0.7603 | 0.8720 |
167
+ | No log | 15.4667 | 232 | 0.8091 | 0.6853 | 0.8091 | 0.8995 |
168
+ | No log | 15.6 | 234 | 0.8997 | 0.6667 | 0.8997 | 0.9485 |
169
+ | No log | 15.7333 | 236 | 0.8520 | 0.6667 | 0.8520 | 0.9230 |
170
+ | No log | 15.8667 | 238 | 0.7621 | 0.7092 | 0.7621 | 0.8730 |
171
+ | No log | 16.0 | 240 | 0.7004 | 0.7361 | 0.7004 | 0.8369 |
172
+ | No log | 16.1333 | 242 | 0.7369 | 0.7703 | 0.7369 | 0.8585 |
173
+ | No log | 16.2667 | 244 | 0.7463 | 0.7467 | 0.7463 | 0.8639 |
174
+ | No log | 16.4 | 246 | 0.7566 | 0.7248 | 0.7566 | 0.8698 |
175
+ | No log | 16.5333 | 248 | 0.8413 | 0.6846 | 0.8413 | 0.9172 |
176
+ | No log | 16.6667 | 250 | 0.8310 | 0.6846 | 0.8310 | 0.9116 |
177
+ | No log | 16.8 | 252 | 0.7611 | 0.7211 | 0.7611 | 0.8724 |
178
+ | No log | 16.9333 | 254 | 0.7351 | 0.7133 | 0.7351 | 0.8574 |
179
+ | No log | 17.0667 | 256 | 0.7503 | 0.6980 | 0.7503 | 0.8662 |
180
+ | No log | 17.2 | 258 | 0.9328 | 0.6788 | 0.9328 | 0.9658 |
181
+ | No log | 17.3333 | 260 | 1.0674 | 0.6548 | 1.0674 | 1.0332 |
182
+ | No log | 17.4667 | 262 | 0.9606 | 0.6824 | 0.9606 | 0.9801 |
183
+ | No log | 17.6 | 264 | 0.7710 | 0.7013 | 0.7710 | 0.8781 |
184
+ | No log | 17.7333 | 266 | 0.7065 | 0.7368 | 0.7065 | 0.8406 |
185
+ | No log | 17.8667 | 268 | 0.7576 | 0.7337 | 0.7576 | 0.8704 |
186
+ | No log | 18.0 | 270 | 0.8783 | 0.6905 | 0.8783 | 0.9372 |
187
+ | No log | 18.1333 | 272 | 0.8999 | 0.6826 | 0.8999 | 0.9486 |
188
+ | No log | 18.2667 | 274 | 0.8225 | 0.7073 | 0.8225 | 0.9069 |
189
+ | No log | 18.4 | 276 | 0.7227 | 0.7368 | 0.7227 | 0.8501 |
190
+ | No log | 18.5333 | 278 | 0.6778 | 0.7516 | 0.6778 | 0.8233 |
191
+ | No log | 18.6667 | 280 | 0.6369 | 0.7654 | 0.6369 | 0.7981 |
192
+ | No log | 18.8 | 282 | 0.6252 | 0.7722 | 0.6252 | 0.7907 |
193
+ | No log | 18.9333 | 284 | 0.6745 | 0.7613 | 0.6745 | 0.8213 |
194
+ | No log | 19.0667 | 286 | 0.7654 | 0.7042 | 0.7654 | 0.8749 |
195
+ | No log | 19.2 | 288 | 0.9340 | 0.6438 | 0.9340 | 0.9664 |
196
+ | No log | 19.3333 | 290 | 0.9901 | 0.6479 | 0.9901 | 0.9950 |
197
+ | No log | 19.4667 | 292 | 0.9158 | 0.6761 | 0.9158 | 0.9570 |
198
+ | No log | 19.6 | 294 | 0.7656 | 0.7 | 0.7656 | 0.8750 |
199
+ | No log | 19.7333 | 296 | 0.6968 | 0.7465 | 0.6968 | 0.8347 |
200
+ | No log | 19.8667 | 298 | 0.7134 | 0.7234 | 0.7134 | 0.8446 |
201
+ | No log | 20.0 | 300 | 0.7965 | 0.7006 | 0.7965 | 0.8925 |
202
+ | No log | 20.1333 | 302 | 0.9796 | 0.6667 | 0.9796 | 0.9897 |
203
+ | No log | 20.2667 | 304 | 1.0642 | 0.6588 | 1.0642 | 1.0316 |
204
+ | No log | 20.4 | 306 | 1.0274 | 0.6667 | 1.0274 | 1.0136 |
205
+ | No log | 20.5333 | 308 | 0.9192 | 0.6864 | 0.9192 | 0.9588 |
206
+ | No log | 20.6667 | 310 | 0.8704 | 0.6667 | 0.8704 | 0.9329 |
207
+ | No log | 20.8 | 312 | 0.8688 | 0.6800 | 0.8688 | 0.9321 |
208
+ | No log | 20.9333 | 314 | 0.7876 | 0.6944 | 0.7876 | 0.8875 |
209
+ | No log | 21.0667 | 316 | 0.7202 | 0.6912 | 0.7202 | 0.8487 |
210
+ | No log | 21.2 | 318 | 0.6952 | 0.7111 | 0.6952 | 0.8338 |
211
+ | No log | 21.3333 | 320 | 0.6970 | 0.7338 | 0.6970 | 0.8349 |
212
+ | No log | 21.4667 | 322 | 0.6890 | 0.7429 | 0.6890 | 0.8300 |
213
+ | No log | 21.6 | 324 | 0.6939 | 0.7413 | 0.6939 | 0.8330 |
214
+ | No log | 21.7333 | 326 | 0.8418 | 0.6667 | 0.8418 | 0.9175 |
215
+ | No log | 21.8667 | 328 | 0.9336 | 0.6582 | 0.9336 | 0.9662 |
216
+ | No log | 22.0 | 330 | 0.8689 | 0.6709 | 0.8689 | 0.9322 |
217
+ | No log | 22.1333 | 332 | 0.7287 | 0.7432 | 0.7287 | 0.8536 |
218
+ | No log | 22.2667 | 334 | 0.7207 | 0.7552 | 0.7207 | 0.8489 |
219
+ | No log | 22.4 | 336 | 0.7480 | 0.7324 | 0.7480 | 0.8649 |
220
+ | No log | 22.5333 | 338 | 0.7340 | 0.7042 | 0.7340 | 0.8567 |
221
+ | No log | 22.6667 | 340 | 0.7411 | 0.6809 | 0.7411 | 0.8609 |
222
+ | No log | 22.8 | 342 | 0.8965 | 0.6797 | 0.8965 | 0.9468 |
223
+ | No log | 22.9333 | 344 | 1.1200 | 0.6509 | 1.1200 | 1.0583 |
224
+ | No log | 23.0667 | 346 | 1.1414 | 0.6463 | 1.1414 | 1.0684 |
225
+ | No log | 23.2 | 348 | 0.9674 | 0.6490 | 0.9674 | 0.9835 |
226
+ | No log | 23.3333 | 350 | 0.7491 | 0.7042 | 0.7491 | 0.8655 |
227
+ | No log | 23.4667 | 352 | 0.6221 | 0.7947 | 0.6221 | 0.7887 |
228
+ | No log | 23.6 | 354 | 0.5920 | 0.8258 | 0.5920 | 0.7694 |
229
+ | No log | 23.7333 | 356 | 0.6024 | 0.8182 | 0.6024 | 0.7761 |
230
+ | No log | 23.8667 | 358 | 0.6768 | 0.7654 | 0.6768 | 0.8227 |
231
+ | No log | 24.0 | 360 | 0.8628 | 0.6790 | 0.8628 | 0.9288 |
232
+ | No log | 24.1333 | 362 | 0.9549 | 0.6667 | 0.9549 | 0.9772 |
233
+ | No log | 24.2667 | 364 | 0.8936 | 0.6711 | 0.8936 | 0.9453 |
234
+ | No log | 24.4 | 366 | 0.7763 | 0.6950 | 0.7763 | 0.8811 |
235
+ | No log | 24.5333 | 368 | 0.7381 | 0.7518 | 0.7381 | 0.8591 |
236
+ | No log | 24.6667 | 370 | 0.7743 | 0.7143 | 0.7743 | 0.8800 |
237
+ | No log | 24.8 | 372 | 0.7473 | 0.7413 | 0.7473 | 0.8645 |
238
+ | No log | 24.9333 | 374 | 0.7225 | 0.7234 | 0.7225 | 0.8500 |
239
+ | No log | 25.0667 | 376 | 0.7859 | 0.6853 | 0.7859 | 0.8865 |
240
+ | No log | 25.2 | 378 | 0.9726 | 0.6667 | 0.9726 | 0.9862 |
241
+ | No log | 25.3333 | 380 | 1.0509 | 0.6289 | 1.0509 | 1.0251 |
242
+ | No log | 25.4667 | 382 | 0.9702 | 0.6460 | 0.9702 | 0.9850 |
243
+ | No log | 25.6 | 384 | 0.8070 | 0.7105 | 0.8070 | 0.8983 |
244
+ | No log | 25.7333 | 386 | 0.6603 | 0.7383 | 0.6603 | 0.8126 |
245
+ | No log | 25.8667 | 388 | 0.6037 | 0.8077 | 0.6037 | 0.7770 |
246
+ | No log | 26.0 | 390 | 0.5967 | 0.8077 | 0.5967 | 0.7725 |
247
+ | No log | 26.1333 | 392 | 0.6240 | 0.7651 | 0.6240 | 0.7899 |
248
+ | No log | 26.2667 | 394 | 0.7088 | 0.7368 | 0.7088 | 0.8419 |
249
+ | No log | 26.4 | 396 | 0.7735 | 0.7067 | 0.7735 | 0.8795 |
250
+ | No log | 26.5333 | 398 | 0.7934 | 0.6897 | 0.7934 | 0.8907 |
251
+ | No log | 26.6667 | 400 | 0.7827 | 0.6761 | 0.7827 | 0.8847 |
252
+ | No log | 26.8 | 402 | 0.7586 | 0.6715 | 0.7586 | 0.8710 |
253
+ | No log | 26.9333 | 404 | 0.7371 | 0.6715 | 0.7371 | 0.8586 |
254
+ | No log | 27.0667 | 406 | 0.7522 | 0.7123 | 0.7522 | 0.8673 |
255
+ | No log | 27.2 | 408 | 0.7569 | 0.7297 | 0.7569 | 0.8700 |
256
+ | No log | 27.3333 | 410 | 0.7414 | 0.7211 | 0.7414 | 0.8611 |
257
+ | No log | 27.4667 | 412 | 0.7036 | 0.6950 | 0.7036 | 0.8388 |
258
+ | No log | 27.6 | 414 | 0.7033 | 0.7324 | 0.7033 | 0.8386 |
259
+ | No log | 27.7333 | 416 | 0.7222 | 0.7376 | 0.7222 | 0.8498 |
260
+ | No log | 27.8667 | 418 | 0.7633 | 0.6714 | 0.7633 | 0.8737 |
261
+ | No log | 28.0 | 420 | 0.7897 | 0.6986 | 0.7897 | 0.8887 |
262
+ | No log | 28.1333 | 422 | 0.7657 | 0.7075 | 0.7657 | 0.8750 |
263
+ | No log | 28.2667 | 424 | 0.7561 | 0.7075 | 0.7561 | 0.8695 |
264
+ | No log | 28.4 | 426 | 0.7343 | 0.7297 | 0.7343 | 0.8569 |
265
+ | No log | 28.5333 | 428 | 0.7075 | 0.7042 | 0.7075 | 0.8412 |
266
+ | No log | 28.6667 | 430 | 0.6585 | 0.6993 | 0.6585 | 0.8115 |
267
+ | No log | 28.8 | 432 | 0.6659 | 0.6993 | 0.6659 | 0.8160 |
268
+ | No log | 28.9333 | 434 | 0.7024 | 0.7042 | 0.7024 | 0.8381 |
269
+ | No log | 29.0667 | 436 | 0.7678 | 0.6714 | 0.7678 | 0.8762 |
270
+ | No log | 29.2 | 438 | 0.8246 | 0.6522 | 0.8246 | 0.9081 |
271
+ | No log | 29.3333 | 440 | 0.8350 | 0.6522 | 0.8350 | 0.9138 |
272
+ | No log | 29.4667 | 442 | 0.8172 | 0.6522 | 0.8172 | 0.9040 |
273
+ | No log | 29.6 | 444 | 0.7619 | 0.6715 | 0.7619 | 0.8729 |
274
+ | No log | 29.7333 | 446 | 0.7177 | 0.7050 | 0.7177 | 0.8472 |
275
+ | No log | 29.8667 | 448 | 0.6903 | 0.7234 | 0.6903 | 0.8308 |
276
+ | No log | 30.0 | 450 | 0.7045 | 0.6950 | 0.7045 | 0.8394 |
277
+ | No log | 30.1333 | 452 | 0.7434 | 0.6950 | 0.7434 | 0.8622 |
278
+ | No log | 30.2667 | 454 | 0.7594 | 0.6619 | 0.7594 | 0.8714 |
279
+ | No log | 30.4 | 456 | 0.7679 | 0.6522 | 0.7679 | 0.8763 |
280
+ | No log | 30.5333 | 458 | 0.8242 | 0.6667 | 0.8242 | 0.9079 |
281
+ | No log | 30.6667 | 460 | 0.9060 | 0.6835 | 0.9060 | 0.9519 |
282
+ | No log | 30.8 | 462 | 0.9288 | 0.6835 | 0.9288 | 0.9637 |
283
+ | No log | 30.9333 | 464 | 0.8376 | 0.6755 | 0.8376 | 0.9152 |
284
+ | No log | 31.0667 | 466 | 0.7359 | 0.6853 | 0.7359 | 0.8578 |
285
+ | No log | 31.2 | 468 | 0.7001 | 0.7042 | 0.7001 | 0.8367 |
286
+ | No log | 31.3333 | 470 | 0.7119 | 0.7042 | 0.7119 | 0.8438 |
287
+ | No log | 31.4667 | 472 | 0.7656 | 0.6667 | 0.7656 | 0.8750 |
288
+ | No log | 31.6 | 474 | 0.8394 | 0.6761 | 0.8394 | 0.9162 |
289
+ | No log | 31.7333 | 476 | 0.8799 | 0.6755 | 0.8799 | 0.9380 |
290
+ | No log | 31.8667 | 478 | 0.8501 | 0.6875 | 0.8501 | 0.9220 |
291
+ | No log | 32.0 | 480 | 0.7808 | 0.7037 | 0.7808 | 0.8836 |
292
+ | No log | 32.1333 | 482 | 0.6656 | 0.725 | 0.6656 | 0.8159 |
293
+ | No log | 32.2667 | 484 | 0.5850 | 0.8054 | 0.5850 | 0.7648 |
294
+ | No log | 32.4 | 486 | 0.5780 | 0.7919 | 0.5780 | 0.7603 |
295
+ | No log | 32.5333 | 488 | 0.5805 | 0.7973 | 0.5805 | 0.7619 |
296
+ | No log | 32.6667 | 490 | 0.6103 | 0.7862 | 0.6103 | 0.7812 |
297
+ | No log | 32.8 | 492 | 0.6731 | 0.7042 | 0.6731 | 0.8205 |
298
+ | No log | 32.9333 | 494 | 0.7432 | 0.6809 | 0.7432 | 0.8621 |
299
+ | No log | 33.0667 | 496 | 0.7625 | 0.6714 | 0.7625 | 0.8732 |
300
+ | No log | 33.2 | 498 | 0.7409 | 0.6714 | 0.7409 | 0.8608 |
301
+ | 0.3345 | 33.3333 | 500 | 0.7438 | 0.6761 | 0.7438 | 0.8624 |
302
+ | 0.3345 | 33.4667 | 502 | 0.7868 | 0.6667 | 0.7868 | 0.8870 |
303
+ | 0.3345 | 33.6 | 504 | 0.8910 | 0.6994 | 0.8910 | 0.9439 |
304
+ | 0.3345 | 33.7333 | 506 | 0.9460 | 0.6786 | 0.9460 | 0.9726 |
305
+ | 0.3345 | 33.8667 | 508 | 0.8945 | 0.6826 | 0.8945 | 0.9458 |
306
+ | 0.3345 | 34.0 | 510 | 0.7660 | 0.7066 | 0.7660 | 0.8752 |
307
+ | 0.3345 | 34.1333 | 512 | 0.6677 | 0.75 | 0.6677 | 0.8171 |
308
+ | 0.3345 | 34.2667 | 514 | 0.6554 | 0.7651 | 0.6554 | 0.8096 |
309
+ | 0.3345 | 34.4 | 516 | 0.6841 | 0.7 | 0.6841 | 0.8271 |
310
+ | 0.3345 | 34.5333 | 518 | 0.7448 | 0.6906 | 0.7448 | 0.8630 |
311
+ | 0.3345 | 34.6667 | 520 | 0.8404 | 0.6370 | 0.8404 | 0.9167 |
312
+ | 0.3345 | 34.8 | 522 | 0.9012 | 0.6475 | 0.9012 | 0.9493 |
313
+ | 0.3345 | 34.9333 | 524 | 0.9121 | 0.6757 | 0.9121 | 0.9550 |
314
+ | 0.3345 | 35.0667 | 526 | 0.8488 | 0.6525 | 0.8488 | 0.9213 |
315
+ | 0.3345 | 35.2 | 528 | 0.7705 | 0.6569 | 0.7705 | 0.8778 |
316
 
317
 
318
  ### Framework versions