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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task5_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: 0.6306
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- - Qwk: 0.5818
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- - Mse: 0.6306
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- - Rmse: 0.7941
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  ## Model description
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@@ -49,283 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0625 | 2 | 3.8318 | -0.0046 | 3.8318 | 1.9575 |
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- | No log | 0.125 | 4 | 2.0455 | 0.0032 | 2.0455 | 1.4302 |
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- | No log | 0.1875 | 6 | 1.4902 | 0.0030 | 1.4902 | 1.2208 |
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- | No log | 0.25 | 8 | 1.2208 | 0.0380 | 1.2208 | 1.1049 |
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- | No log | 0.3125 | 10 | 1.0912 | 0.2611 | 1.0912 | 1.0446 |
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- | No log | 0.375 | 12 | 1.0446 | 0.1233 | 1.0446 | 1.0221 |
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- | No log | 0.4375 | 14 | 1.1563 | 0.0417 | 1.1563 | 1.0753 |
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- | No log | 0.5 | 16 | 1.1839 | 0.1727 | 1.1839 | 1.0881 |
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- | No log | 0.5625 | 18 | 1.3017 | 0.1370 | 1.3017 | 1.1409 |
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- | No log | 0.625 | 20 | 1.2762 | 0.2308 | 1.2762 | 1.1297 |
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- | No log | 0.6875 | 22 | 1.0551 | 0.2035 | 1.0551 | 1.0272 |
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- | No log | 0.75 | 24 | 1.0046 | 0.2643 | 1.0046 | 1.0023 |
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- | No log | 0.8125 | 26 | 1.0163 | 0.2674 | 1.0163 | 1.0081 |
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- | No log | 0.875 | 28 | 1.2096 | 0.2084 | 1.2096 | 1.0998 |
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- | No log | 0.9375 | 30 | 1.4982 | 0.2474 | 1.4982 | 1.2240 |
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- | No log | 1.0 | 32 | 1.4608 | 0.2070 | 1.4608 | 1.2086 |
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- | No log | 1.0625 | 34 | 1.2222 | 0.1552 | 1.2222 | 1.1055 |
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- | No log | 1.125 | 36 | 0.8781 | 0.3753 | 0.8781 | 0.9371 |
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- | No log | 1.1875 | 38 | 1.0700 | 0.1233 | 1.0700 | 1.0344 |
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- | No log | 1.25 | 40 | 1.1015 | 0.1233 | 1.1015 | 1.0495 |
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- | No log | 1.3125 | 42 | 0.8820 | 0.3625 | 0.8820 | 0.9391 |
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- | No log | 1.375 | 44 | 0.8125 | 0.4624 | 0.8125 | 0.9014 |
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- | No log | 1.4375 | 46 | 0.7701 | 0.5165 | 0.7701 | 0.8775 |
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- | No log | 1.5 | 48 | 0.8188 | 0.4861 | 0.8188 | 0.9049 |
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- | No log | 1.5625 | 50 | 1.1387 | 0.2395 | 1.1387 | 1.0671 |
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- | No log | 1.625 | 52 | 1.1312 | 0.2283 | 1.1312 | 1.0636 |
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- | No log | 1.6875 | 54 | 0.8064 | 0.4741 | 0.8064 | 0.8980 |
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- | No log | 1.75 | 56 | 0.7298 | 0.5333 | 0.7298 | 0.8543 |
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- | No log | 1.8125 | 58 | 0.9355 | 0.3792 | 0.9355 | 0.9672 |
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- | No log | 1.875 | 60 | 0.8526 | 0.4144 | 0.8526 | 0.9234 |
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- | No log | 1.9375 | 62 | 0.7065 | 0.5051 | 0.7065 | 0.8405 |
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- | No log | 2.0 | 64 | 0.8725 | 0.2758 | 0.8725 | 0.9341 |
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- | No log | 2.0625 | 66 | 0.9144 | 0.2758 | 0.9144 | 0.9563 |
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- | No log | 2.125 | 68 | 0.8326 | 0.3734 | 0.8326 | 0.9124 |
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- | No log | 2.1875 | 70 | 0.7555 | 0.5214 | 0.7555 | 0.8692 |
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- | No log | 2.25 | 72 | 0.7168 | 0.5214 | 0.7168 | 0.8466 |
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- | No log | 2.3125 | 74 | 0.7697 | 0.5573 | 0.7697 | 0.8773 |
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- | No log | 2.375 | 76 | 0.7773 | 0.5841 | 0.7773 | 0.8816 |
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- | No log | 2.4375 | 78 | 0.7589 | 0.5919 | 0.7589 | 0.8711 |
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- | No log | 2.5 | 80 | 0.7450 | 0.5830 | 0.7450 | 0.8632 |
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- | No log | 2.5625 | 82 | 0.7193 | 0.5133 | 0.7193 | 0.8481 |
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- | No log | 2.625 | 84 | 0.7566 | 0.5345 | 0.7566 | 0.8698 |
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- | No log | 2.6875 | 86 | 0.7407 | 0.5117 | 0.7407 | 0.8606 |
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- | No log | 2.75 | 88 | 0.6689 | 0.5809 | 0.6689 | 0.8178 |
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- | No log | 2.8125 | 90 | 0.8435 | 0.5946 | 0.8435 | 0.9184 |
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- | No log | 2.875 | 92 | 1.0919 | 0.4705 | 1.0919 | 1.0449 |
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- | No log | 2.9375 | 94 | 1.0126 | 0.4655 | 1.0126 | 1.0063 |
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- | No log | 3.0 | 96 | 0.7120 | 0.5585 | 0.7120 | 0.8438 |
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- | No log | 3.0625 | 98 | 0.6381 | 0.5404 | 0.6381 | 0.7988 |
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- | No log | 3.125 | 100 | 0.6655 | 0.5892 | 0.6655 | 0.8158 |
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- | No log | 3.1875 | 102 | 0.6773 | 0.5752 | 0.6773 | 0.8230 |
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- | No log | 3.25 | 104 | 0.9116 | 0.4917 | 0.9116 | 0.9548 |
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- | No log | 3.3125 | 106 | 1.1538 | 0.4694 | 1.1538 | 1.0742 |
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- | No log | 3.375 | 108 | 1.1146 | 0.4975 | 1.1146 | 1.0557 |
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- | No log | 3.4375 | 110 | 0.8457 | 0.5134 | 0.8457 | 0.9196 |
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- | No log | 3.5 | 112 | 0.6833 | 0.5002 | 0.6833 | 0.8266 |
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- | No log | 3.5625 | 114 | 0.6904 | 0.5246 | 0.6904 | 0.8309 |
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- | No log | 3.625 | 116 | 0.6860 | 0.5522 | 0.6860 | 0.8283 |
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- | No log | 3.6875 | 118 | 0.7847 | 0.5468 | 0.7847 | 0.8858 |
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- | No log | 3.75 | 120 | 1.0945 | 0.4531 | 1.0945 | 1.0462 |
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- | No log | 3.8125 | 122 | 1.2415 | 0.4387 | 1.2415 | 1.1142 |
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- | No log | 3.875 | 124 | 1.0859 | 0.4745 | 1.0859 | 1.0421 |
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- | No log | 3.9375 | 126 | 0.8932 | 0.5016 | 0.8932 | 0.9451 |
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- | No log | 4.0 | 128 | 0.7480 | 0.6142 | 0.7480 | 0.8649 |
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- | No log | 4.0625 | 130 | 0.7393 | 0.6231 | 0.7393 | 0.8598 |
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- | No log | 4.125 | 132 | 0.6974 | 0.5702 | 0.6974 | 0.8351 |
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- | No log | 4.1875 | 134 | 0.6850 | 0.5961 | 0.6850 | 0.8276 |
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- | No log | 4.25 | 136 | 0.7544 | 0.6004 | 0.7544 | 0.8686 |
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- | No log | 4.3125 | 138 | 0.8110 | 0.5966 | 0.8110 | 0.9005 |
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- | No log | 4.375 | 140 | 0.7358 | 0.6386 | 0.7358 | 0.8578 |
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- | No log | 4.4375 | 142 | 0.6444 | 0.5966 | 0.6444 | 0.8027 |
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- | No log | 4.5 | 144 | 0.6464 | 0.6606 | 0.6464 | 0.8040 |
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- | No log | 4.5625 | 146 | 0.6432 | 0.6144 | 0.6432 | 0.8020 |
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- | No log | 4.625 | 148 | 0.7604 | 0.6100 | 0.7604 | 0.8720 |
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- | No log | 4.6875 | 150 | 0.8825 | 0.5781 | 0.8825 | 0.9394 |
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- | No log | 4.75 | 152 | 0.8899 | 0.5520 | 0.8899 | 0.9433 |
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- | No log | 4.8125 | 154 | 0.7858 | 0.5632 | 0.7858 | 0.8865 |
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- | No log | 4.875 | 156 | 0.6552 | 0.6292 | 0.6552 | 0.8094 |
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- | No log | 4.9375 | 158 | 0.6596 | 0.5894 | 0.6596 | 0.8121 |
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- | No log | 5.0 | 160 | 0.6671 | 0.5774 | 0.6671 | 0.8168 |
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- | No log | 5.0625 | 162 | 0.6416 | 0.5274 | 0.6416 | 0.8010 |
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- | No log | 5.125 | 164 | 0.7081 | 0.5575 | 0.7081 | 0.8415 |
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- | No log | 5.1875 | 166 | 0.8788 | 0.4908 | 0.8788 | 0.9374 |
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- | No log | 5.25 | 168 | 0.9073 | 0.5357 | 0.9073 | 0.9525 |
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- | No log | 5.3125 | 170 | 0.7723 | 0.6204 | 0.7723 | 0.8788 |
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- | No log | 5.375 | 172 | 0.6209 | 0.5969 | 0.6209 | 0.7880 |
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- | No log | 5.4375 | 174 | 0.6003 | 0.5972 | 0.6003 | 0.7748 |
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- | No log | 5.5 | 176 | 0.6069 | 0.6277 | 0.6069 | 0.7790 |
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- | No log | 5.5625 | 178 | 0.5912 | 0.5607 | 0.5912 | 0.7689 |
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- | No log | 5.625 | 180 | 0.6044 | 0.5969 | 0.6044 | 0.7775 |
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- | No log | 5.6875 | 182 | 0.6659 | 0.6900 | 0.6659 | 0.8160 |
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- | No log | 5.75 | 184 | 0.6513 | 0.6748 | 0.6513 | 0.8070 |
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- | No log | 5.8125 | 186 | 0.6224 | 0.6649 | 0.6224 | 0.7889 |
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- | No log | 5.875 | 188 | 0.6481 | 0.6498 | 0.6481 | 0.8051 |
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- | No log | 5.9375 | 190 | 0.6905 | 0.6002 | 0.6905 | 0.8310 |
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- | No log | 6.0 | 192 | 0.8493 | 0.5627 | 0.8493 | 0.9216 |
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- | No log | 6.0625 | 194 | 0.8953 | 0.5541 | 0.8953 | 0.9462 |
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- | No log | 6.125 | 196 | 0.7158 | 0.6266 | 0.7158 | 0.8461 |
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- | No log | 6.1875 | 198 | 0.5801 | 0.7098 | 0.5801 | 0.7617 |
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- | No log | 6.25 | 200 | 0.5669 | 0.6830 | 0.5669 | 0.7529 |
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- | No log | 6.3125 | 202 | 0.5796 | 0.6729 | 0.5796 | 0.7613 |
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- | No log | 6.375 | 204 | 0.6823 | 0.6266 | 0.6823 | 0.8260 |
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- | No log | 6.4375 | 206 | 0.7487 | 0.5978 | 0.7487 | 0.8653 |
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- | No log | 6.5 | 208 | 0.7133 | 0.6184 | 0.7133 | 0.8446 |
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- | No log | 6.5625 | 210 | 0.6499 | 0.5386 | 0.6499 | 0.8062 |
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- | No log | 6.625 | 212 | 0.6442 | 0.6464 | 0.6442 | 0.8026 |
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- | No log | 6.6875 | 214 | 0.6421 | 0.6619 | 0.6421 | 0.8013 |
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- | No log | 6.75 | 216 | 0.6541 | 0.6383 | 0.6541 | 0.8088 |
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- | No log | 6.8125 | 218 | 0.7398 | 0.5246 | 0.7398 | 0.8601 |
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- | No log | 6.875 | 220 | 0.7497 | 0.5471 | 0.7497 | 0.8659 |
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- | No log | 6.9375 | 222 | 0.6822 | 0.5887 | 0.6822 | 0.8259 |
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- | No log | 7.0 | 224 | 0.7047 | 0.6004 | 0.7047 | 0.8395 |
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- | No log | 7.0625 | 226 | 0.7904 | 0.5759 | 0.7904 | 0.8890 |
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- | No log | 7.125 | 228 | 0.8548 | 0.5799 | 0.8548 | 0.9245 |
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- | No log | 7.1875 | 230 | 0.8531 | 0.5714 | 0.8531 | 0.9236 |
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- | No log | 7.25 | 232 | 0.6677 | 0.6747 | 0.6677 | 0.8172 |
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- | No log | 7.3125 | 234 | 0.5985 | 0.6565 | 0.5985 | 0.7737 |
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- | No log | 7.375 | 236 | 0.5960 | 0.6758 | 0.5960 | 0.7720 |
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- | No log | 7.4375 | 238 | 0.5739 | 0.7273 | 0.5739 | 0.7576 |
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- | No log | 7.5 | 240 | 0.5609 | 0.6830 | 0.5609 | 0.7489 |
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- | No log | 7.5625 | 242 | 0.6240 | 0.7156 | 0.6240 | 0.7899 |
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- | No log | 7.625 | 244 | 0.7439 | 0.5251 | 0.7439 | 0.8625 |
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- | No log | 7.6875 | 246 | 0.7105 | 0.6007 | 0.7105 | 0.8429 |
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- | No log | 7.75 | 248 | 0.6012 | 0.7191 | 0.6012 | 0.7754 |
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- | No log | 7.8125 | 250 | 0.6248 | 0.6245 | 0.6248 | 0.7904 |
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- | No log | 7.875 | 252 | 0.6437 | 0.6073 | 0.6437 | 0.8023 |
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- | No log | 7.9375 | 254 | 0.6007 | 0.6187 | 0.6007 | 0.7750 |
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- | No log | 8.0 | 256 | 0.5986 | 0.6919 | 0.5986 | 0.7737 |
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- | No log | 8.0625 | 258 | 0.6443 | 0.6166 | 0.6443 | 0.8027 |
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- | No log | 8.125 | 260 | 0.6177 | 0.6669 | 0.6177 | 0.7859 |
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- | No log | 8.1875 | 262 | 0.5811 | 0.6952 | 0.5811 | 0.7623 |
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- | No log | 8.25 | 264 | 0.5816 | 0.6952 | 0.5816 | 0.7627 |
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- | No log | 8.3125 | 266 | 0.5896 | 0.6445 | 0.5896 | 0.7679 |
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- | No log | 8.375 | 268 | 0.6182 | 0.6394 | 0.6182 | 0.7862 |
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- | No log | 8.4375 | 270 | 0.5960 | 0.6578 | 0.5960 | 0.7720 |
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- | No log | 8.5 | 272 | 0.6085 | 0.6485 | 0.6085 | 0.7801 |
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- | No log | 8.5625 | 274 | 0.6795 | 0.6064 | 0.6795 | 0.8243 |
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- | No log | 8.625 | 276 | 0.6731 | 0.6806 | 0.6731 | 0.8205 |
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- | No log | 8.6875 | 278 | 0.6331 | 0.6791 | 0.6331 | 0.7957 |
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- | No log | 8.75 | 280 | 0.6302 | 0.6585 | 0.6302 | 0.7939 |
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- | No log | 8.8125 | 282 | 0.6182 | 0.6352 | 0.6182 | 0.7863 |
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- | No log | 8.875 | 284 | 0.6094 | 0.6535 | 0.6094 | 0.7806 |
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- | No log | 8.9375 | 286 | 0.6075 | 0.6349 | 0.6075 | 0.7794 |
195
- | No log | 9.0 | 288 | 0.6633 | 0.5845 | 0.6633 | 0.8144 |
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- | No log | 9.0625 | 290 | 0.7740 | 0.5658 | 0.7740 | 0.8798 |
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- | No log | 9.125 | 292 | 0.7432 | 0.6085 | 0.7432 | 0.8621 |
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- | No log | 9.1875 | 294 | 0.6428 | 0.6366 | 0.6428 | 0.8018 |
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- | No log | 9.25 | 296 | 0.6029 | 0.6433 | 0.6029 | 0.7764 |
200
- | No log | 9.3125 | 298 | 0.5966 | 0.6578 | 0.5966 | 0.7724 |
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- | No log | 9.375 | 300 | 0.5771 | 0.6940 | 0.5771 | 0.7597 |
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- | No log | 9.4375 | 302 | 0.5859 | 0.6882 | 0.5859 | 0.7654 |
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- | No log | 9.5 | 304 | 0.6112 | 0.6452 | 0.6112 | 0.7818 |
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- | No log | 9.5625 | 306 | 0.6319 | 0.5932 | 0.6319 | 0.7949 |
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- | No log | 9.625 | 308 | 0.6117 | 0.6107 | 0.6117 | 0.7821 |
206
- | No log | 9.6875 | 310 | 0.5979 | 0.6882 | 0.5979 | 0.7732 |
207
- | No log | 9.75 | 312 | 0.5988 | 0.6882 | 0.5988 | 0.7738 |
208
- | No log | 9.8125 | 314 | 0.6151 | 0.6195 | 0.6151 | 0.7843 |
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- | No log | 9.875 | 316 | 0.6288 | 0.6097 | 0.6288 | 0.7929 |
210
- | No log | 9.9375 | 318 | 0.6262 | 0.6325 | 0.6262 | 0.7913 |
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- | No log | 10.0 | 320 | 0.6123 | 0.6442 | 0.6123 | 0.7825 |
212
- | No log | 10.0625 | 322 | 0.6204 | 0.5835 | 0.6204 | 0.7876 |
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- | No log | 10.125 | 324 | 0.6185 | 0.5835 | 0.6185 | 0.7864 |
214
- | No log | 10.1875 | 326 | 0.6210 | 0.5647 | 0.6210 | 0.7880 |
215
- | No log | 10.25 | 328 | 0.7161 | 0.5245 | 0.7161 | 0.8462 |
216
- | No log | 10.3125 | 330 | 0.7648 | 0.5258 | 0.7648 | 0.8746 |
217
- | No log | 10.375 | 332 | 0.6841 | 0.5348 | 0.6841 | 0.8271 |
218
- | No log | 10.4375 | 334 | 0.6151 | 0.5805 | 0.6151 | 0.7843 |
219
- | No log | 10.5 | 336 | 0.5910 | 0.6442 | 0.5910 | 0.7688 |
220
- | No log | 10.5625 | 338 | 0.5972 | 0.6619 | 0.5972 | 0.7728 |
221
- | No log | 10.625 | 340 | 0.6052 | 0.5773 | 0.6052 | 0.7780 |
222
- | No log | 10.6875 | 342 | 0.7275 | 0.6324 | 0.7275 | 0.8529 |
223
- | No log | 10.75 | 344 | 0.8946 | 0.5429 | 0.8946 | 0.9459 |
224
- | No log | 10.8125 | 346 | 0.8201 | 0.6046 | 0.8201 | 0.9056 |
225
- | No log | 10.875 | 348 | 0.6603 | 0.6925 | 0.6603 | 0.8126 |
226
- | No log | 10.9375 | 350 | 0.6390 | 0.6508 | 0.6390 | 0.7994 |
227
- | No log | 11.0 | 352 | 0.6972 | 0.6657 | 0.6972 | 0.8350 |
228
- | No log | 11.0625 | 354 | 0.8593 | 0.5611 | 0.8593 | 0.9270 |
229
- | No log | 11.125 | 356 | 0.8350 | 0.5740 | 0.8350 | 0.9138 |
230
- | No log | 11.1875 | 358 | 0.6823 | 0.6174 | 0.6823 | 0.8260 |
231
- | No log | 11.25 | 360 | 0.5700 | 0.6778 | 0.5700 | 0.7550 |
232
- | No log | 11.3125 | 362 | 0.5603 | 0.6672 | 0.5603 | 0.7485 |
233
- | No log | 11.375 | 364 | 0.5552 | 0.6528 | 0.5552 | 0.7451 |
234
- | No log | 11.4375 | 366 | 0.5510 | 0.6658 | 0.5510 | 0.7423 |
235
- | No log | 11.5 | 368 | 0.5521 | 0.6555 | 0.5521 | 0.7431 |
236
- | No log | 11.5625 | 370 | 0.5575 | 0.6499 | 0.5575 | 0.7467 |
237
- | No log | 11.625 | 372 | 0.5604 | 0.6452 | 0.5604 | 0.7486 |
238
- | No log | 11.6875 | 374 | 0.5643 | 0.6903 | 0.5643 | 0.7512 |
239
- | No log | 11.75 | 376 | 0.5640 | 0.6729 | 0.5640 | 0.7510 |
240
- | No log | 11.8125 | 378 | 0.5578 | 0.6835 | 0.5578 | 0.7469 |
241
- | No log | 11.875 | 380 | 0.5623 | 0.7198 | 0.5623 | 0.7498 |
242
- | No log | 11.9375 | 382 | 0.5489 | 0.6938 | 0.5489 | 0.7409 |
243
- | No log | 12.0 | 384 | 0.5304 | 0.7040 | 0.5304 | 0.7283 |
244
- | No log | 12.0625 | 386 | 0.5273 | 0.7040 | 0.5273 | 0.7261 |
245
- | No log | 12.125 | 388 | 0.5803 | 0.6640 | 0.5803 | 0.7618 |
246
- | No log | 12.1875 | 390 | 0.5886 | 0.6542 | 0.5886 | 0.7672 |
247
- | No log | 12.25 | 392 | 0.5460 | 0.6884 | 0.5460 | 0.7389 |
248
- | No log | 12.3125 | 394 | 0.5300 | 0.7040 | 0.5300 | 0.7280 |
249
- | No log | 12.375 | 396 | 0.5394 | 0.7115 | 0.5394 | 0.7345 |
250
- | No log | 12.4375 | 398 | 0.5542 | 0.7115 | 0.5542 | 0.7445 |
251
- | No log | 12.5 | 400 | 0.5647 | 0.7070 | 0.5647 | 0.7515 |
252
- | No log | 12.5625 | 402 | 0.5627 | 0.7041 | 0.5627 | 0.7501 |
253
- | No log | 12.625 | 404 | 0.5581 | 0.7041 | 0.5581 | 0.7471 |
254
- | No log | 12.6875 | 406 | 0.5481 | 0.6882 | 0.5481 | 0.7404 |
255
- | No log | 12.75 | 408 | 0.5595 | 0.6119 | 0.5595 | 0.7480 |
256
- | No log | 12.8125 | 410 | 0.5594 | 0.5783 | 0.5594 | 0.7480 |
257
- | No log | 12.875 | 412 | 0.5659 | 0.5694 | 0.5659 | 0.7523 |
258
- | No log | 12.9375 | 414 | 0.5917 | 0.5686 | 0.5917 | 0.7692 |
259
- | No log | 13.0 | 416 | 0.5947 | 0.5770 | 0.5947 | 0.7712 |
260
- | No log | 13.0625 | 418 | 0.5683 | 0.6828 | 0.5683 | 0.7539 |
261
- | No log | 13.125 | 420 | 0.5425 | 0.6653 | 0.5425 | 0.7365 |
262
- | No log | 13.1875 | 422 | 0.5299 | 0.6407 | 0.5299 | 0.7280 |
263
- | No log | 13.25 | 424 | 0.5319 | 0.6407 | 0.5319 | 0.7293 |
264
- | No log | 13.3125 | 426 | 0.5484 | 0.6787 | 0.5484 | 0.7405 |
265
- | No log | 13.375 | 428 | 0.5710 | 0.5951 | 0.5710 | 0.7557 |
266
- | No log | 13.4375 | 430 | 0.5871 | 0.5759 | 0.5871 | 0.7662 |
267
- | No log | 13.5 | 432 | 0.5892 | 0.5852 | 0.5892 | 0.7676 |
268
- | No log | 13.5625 | 434 | 0.5847 | 0.6292 | 0.5847 | 0.7647 |
269
- | No log | 13.625 | 436 | 0.5912 | 0.6555 | 0.5912 | 0.7689 |
270
- | No log | 13.6875 | 438 | 0.5960 | 0.6772 | 0.5960 | 0.7720 |
271
- | No log | 13.75 | 440 | 0.6119 | 0.6721 | 0.6119 | 0.7822 |
272
- | No log | 13.8125 | 442 | 0.6137 | 0.6154 | 0.6137 | 0.7834 |
273
- | No log | 13.875 | 444 | 0.5933 | 0.6042 | 0.5933 | 0.7702 |
274
- | No log | 13.9375 | 446 | 0.5953 | 0.6370 | 0.5953 | 0.7716 |
275
- | No log | 14.0 | 448 | 0.6217 | 0.6259 | 0.6217 | 0.7885 |
276
- | No log | 14.0625 | 450 | 0.6119 | 0.6371 | 0.6119 | 0.7823 |
277
- | No log | 14.125 | 452 | 0.5633 | 0.6740 | 0.5633 | 0.7505 |
278
- | No log | 14.1875 | 454 | 0.5844 | 0.6977 | 0.5844 | 0.7644 |
279
- | No log | 14.25 | 456 | 0.7233 | 0.6092 | 0.7233 | 0.8505 |
280
- | No log | 14.3125 | 458 | 0.8142 | 0.5821 | 0.8142 | 0.9023 |
281
- | No log | 14.375 | 460 | 0.8414 | 0.5821 | 0.8414 | 0.9173 |
282
- | No log | 14.4375 | 462 | 0.6995 | 0.6524 | 0.6995 | 0.8364 |
283
- | No log | 14.5 | 464 | 0.5645 | 0.6479 | 0.5645 | 0.7513 |
284
- | No log | 14.5625 | 466 | 0.5420 | 0.6813 | 0.5420 | 0.7362 |
285
- | No log | 14.625 | 468 | 0.6271 | 0.6756 | 0.6271 | 0.7919 |
286
- | No log | 14.6875 | 470 | 0.6733 | 0.6655 | 0.6733 | 0.8205 |
287
- | No log | 14.75 | 472 | 0.6353 | 0.7239 | 0.6353 | 0.7971 |
288
- | No log | 14.8125 | 474 | 0.6403 | 0.6642 | 0.6403 | 0.8002 |
289
- | No log | 14.875 | 476 | 0.6557 | 0.6476 | 0.6557 | 0.8097 |
290
- | No log | 14.9375 | 478 | 0.6354 | 0.6661 | 0.6354 | 0.7971 |
291
- | No log | 15.0 | 480 | 0.5916 | 0.5843 | 0.5916 | 0.7691 |
292
- | No log | 15.0625 | 482 | 0.5926 | 0.5402 | 0.5926 | 0.7698 |
293
- | No log | 15.125 | 484 | 0.6016 | 0.5402 | 0.6016 | 0.7757 |
294
- | No log | 15.1875 | 486 | 0.6071 | 0.5388 | 0.6071 | 0.7792 |
295
- | No log | 15.25 | 488 | 0.5951 | 0.6065 | 0.5951 | 0.7714 |
296
- | No log | 15.3125 | 490 | 0.5861 | 0.6046 | 0.5861 | 0.7656 |
297
- | No log | 15.375 | 492 | 0.5947 | 0.6280 | 0.5947 | 0.7712 |
298
- | No log | 15.4375 | 494 | 0.5938 | 0.7135 | 0.5938 | 0.7706 |
299
- | No log | 15.5 | 496 | 0.5842 | 0.7089 | 0.5842 | 0.7643 |
300
- | No log | 15.5625 | 498 | 0.5829 | 0.6775 | 0.5829 | 0.7634 |
301
- | 0.3226 | 15.625 | 500 | 0.5709 | 0.6459 | 0.5709 | 0.7556 |
302
- | 0.3226 | 15.6875 | 502 | 0.5675 | 0.6620 | 0.5675 | 0.7533 |
303
- | 0.3226 | 15.75 | 504 | 0.5520 | 0.6147 | 0.5520 | 0.7430 |
304
- | 0.3226 | 15.8125 | 506 | 0.5392 | 0.6207 | 0.5392 | 0.7343 |
305
- | 0.3226 | 15.875 | 508 | 0.5425 | 0.6345 | 0.5425 | 0.7365 |
306
- | 0.3226 | 15.9375 | 510 | 0.5532 | 0.6370 | 0.5532 | 0.7438 |
307
- | 0.3226 | 16.0 | 512 | 0.5610 | 0.6469 | 0.5610 | 0.7490 |
308
- | 0.3226 | 16.0625 | 514 | 0.5581 | 0.6062 | 0.5581 | 0.7471 |
309
- | 0.3226 | 16.125 | 516 | 0.5463 | 0.6370 | 0.5463 | 0.7391 |
310
- | 0.3226 | 16.1875 | 518 | 0.5460 | 0.5638 | 0.5460 | 0.7389 |
311
- | 0.3226 | 16.25 | 520 | 0.5916 | 0.6129 | 0.5916 | 0.7691 |
312
- | 0.3226 | 16.3125 | 522 | 0.6134 | 0.6525 | 0.6134 | 0.7832 |
313
- | 0.3226 | 16.375 | 524 | 0.5781 | 0.6332 | 0.5781 | 0.7603 |
314
- | 0.3226 | 16.4375 | 526 | 0.5482 | 0.5961 | 0.5482 | 0.7404 |
315
- | 0.3226 | 16.5 | 528 | 0.5444 | 0.6619 | 0.5444 | 0.7378 |
316
- | 0.3226 | 16.5625 | 530 | 0.5549 | 0.6720 | 0.5549 | 0.7449 |
317
- | 0.3226 | 16.625 | 532 | 0.5505 | 0.6720 | 0.5505 | 0.7419 |
318
- | 0.3226 | 16.6875 | 534 | 0.5547 | 0.6426 | 0.5547 | 0.7448 |
319
- | 0.3226 | 16.75 | 536 | 0.5962 | 0.6470 | 0.5962 | 0.7721 |
320
- | 0.3226 | 16.8125 | 538 | 0.6357 | 0.6371 | 0.6357 | 0.7973 |
321
- | 0.3226 | 16.875 | 540 | 0.6274 | 0.6371 | 0.6274 | 0.7921 |
322
- | 0.3226 | 16.9375 | 542 | 0.5772 | 0.6701 | 0.5772 | 0.7597 |
323
- | 0.3226 | 17.0 | 544 | 0.5255 | 0.7165 | 0.5255 | 0.7249 |
324
- | 0.3226 | 17.0625 | 546 | 0.5249 | 0.6143 | 0.5249 | 0.7245 |
325
- | 0.3226 | 17.125 | 548 | 0.5290 | 0.6025 | 0.5290 | 0.7273 |
326
- | 0.3226 | 17.1875 | 550 | 0.5186 | 0.6065 | 0.5186 | 0.7202 |
327
- | 0.3226 | 17.25 | 552 | 0.5438 | 0.5704 | 0.5438 | 0.7374 |
328
- | 0.3226 | 17.3125 | 554 | 0.6306 | 0.5818 | 0.6306 | 0.7941 |
329
 
330
 
331
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task5_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: 0.5784
19
+ - Qwk: 0.5874
20
+ - Mse: 0.5784
21
+ - Rmse: 0.7606
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0541 | 2 | 4.0022 | -0.0092 | 4.0022 | 2.0006 |
53
+ | No log | 0.1081 | 4 | 2.2289 | 0.0790 | 2.2289 | 1.4929 |
54
+ | No log | 0.1622 | 6 | 1.4834 | -0.0078 | 1.4834 | 1.2180 |
55
+ | No log | 0.2162 | 8 | 1.0969 | 0.2341 | 1.0969 | 1.0473 |
56
+ | No log | 0.2703 | 10 | 1.1663 | 0.1284 | 1.1663 | 1.0800 |
57
+ | No log | 0.3243 | 12 | 1.2020 | 0.1379 | 1.2020 | 1.0964 |
58
+ | No log | 0.3784 | 14 | 1.2609 | 0.0427 | 1.2609 | 1.1229 |
59
+ | No log | 0.4324 | 16 | 1.1813 | 0.1101 | 1.1813 | 1.0869 |
60
+ | No log | 0.4865 | 18 | 1.1649 | 0.1389 | 1.1649 | 1.0793 |
61
+ | No log | 0.5405 | 20 | 1.1239 | 0.1276 | 1.1239 | 1.0602 |
62
+ | No log | 0.5946 | 22 | 1.5251 | 0.1138 | 1.5251 | 1.2350 |
63
+ | No log | 0.6486 | 24 | 1.3851 | 0.1362 | 1.3851 | 1.1769 |
64
+ | No log | 0.7027 | 26 | 0.9634 | 0.3011 | 0.9634 | 0.9815 |
65
+ | No log | 0.7568 | 28 | 1.0564 | 0.3210 | 1.0564 | 1.0278 |
66
+ | No log | 0.8108 | 30 | 0.9284 | 0.4344 | 0.9284 | 0.9635 |
67
+ | No log | 0.8649 | 32 | 1.1053 | 0.2547 | 1.1053 | 1.0514 |
68
+ | No log | 0.9189 | 34 | 1.5393 | 0.1825 | 1.5393 | 1.2407 |
69
+ | No log | 0.9730 | 36 | 1.3579 | 0.2089 | 1.3579 | 1.1653 |
70
+ | No log | 1.0270 | 38 | 0.9269 | 0.3753 | 0.9269 | 0.9628 |
71
+ | No log | 1.0811 | 40 | 0.8411 | 0.4943 | 0.8411 | 0.9171 |
72
+ | No log | 1.1351 | 42 | 1.0202 | 0.3782 | 1.0202 | 1.0100 |
73
+ | No log | 1.1892 | 44 | 0.8738 | 0.5176 | 0.8738 | 0.9348 |
74
+ | No log | 1.2432 | 46 | 0.7992 | 0.3998 | 0.7992 | 0.8940 |
75
+ | No log | 1.2973 | 48 | 0.8055 | 0.4951 | 0.8055 | 0.8975 |
76
+ | No log | 1.3514 | 50 | 0.7449 | 0.5758 | 0.7449 | 0.8631 |
77
+ | No log | 1.4054 | 52 | 0.8226 | 0.5020 | 0.8226 | 0.9070 |
78
+ | No log | 1.4595 | 54 | 0.8707 | 0.4894 | 0.8707 | 0.9331 |
79
+ | No log | 1.5135 | 56 | 0.7513 | 0.5383 | 0.7513 | 0.8668 |
80
+ | No log | 1.5676 | 58 | 0.6702 | 0.5688 | 0.6702 | 0.8186 |
81
+ | No log | 1.6216 | 60 | 0.7079 | 0.6053 | 0.7079 | 0.8414 |
82
+ | No log | 1.6757 | 62 | 0.9282 | 0.4487 | 0.9282 | 0.9635 |
83
+ | No log | 1.7297 | 64 | 0.8926 | 0.4681 | 0.8926 | 0.9448 |
84
+ | No log | 1.7838 | 66 | 0.6672 | 0.6762 | 0.6672 | 0.8168 |
85
+ | No log | 1.8378 | 68 | 0.6649 | 0.6018 | 0.6649 | 0.8154 |
86
+ | No log | 1.8919 | 70 | 0.6631 | 0.6275 | 0.6631 | 0.8143 |
87
+ | No log | 1.9459 | 72 | 0.6746 | 0.6297 | 0.6746 | 0.8213 |
88
+ | No log | 2.0 | 74 | 0.7076 | 0.5828 | 0.7076 | 0.8412 |
89
+ | No log | 2.0541 | 76 | 0.6829 | 0.5934 | 0.6829 | 0.8264 |
90
+ | No log | 2.1081 | 78 | 0.6803 | 0.5736 | 0.6803 | 0.8248 |
91
+ | No log | 2.1622 | 80 | 0.6455 | 0.5939 | 0.6455 | 0.8034 |
92
+ | No log | 2.2162 | 82 | 0.6698 | 0.5992 | 0.6698 | 0.8184 |
93
+ | No log | 2.2703 | 84 | 0.6378 | 0.5626 | 0.6378 | 0.7986 |
94
+ | No log | 2.3243 | 86 | 0.6551 | 0.5770 | 0.6551 | 0.8094 |
95
+ | No log | 2.3784 | 88 | 0.6083 | 0.6815 | 0.6083 | 0.7799 |
96
+ | No log | 2.4324 | 90 | 0.7251 | 0.5119 | 0.7251 | 0.8516 |
97
+ | No log | 2.4865 | 92 | 0.7235 | 0.5443 | 0.7235 | 0.8506 |
98
+ | No log | 2.5405 | 94 | 0.6209 | 0.5972 | 0.6209 | 0.7880 |
99
+ | No log | 2.5946 | 96 | 0.6406 | 0.6006 | 0.6406 | 0.8004 |
100
+ | No log | 2.6486 | 98 | 0.6377 | 0.5869 | 0.6377 | 0.7985 |
101
+ | No log | 2.7027 | 100 | 0.6462 | 0.5948 | 0.6462 | 0.8039 |
102
+ | No log | 2.7568 | 102 | 0.6523 | 0.6199 | 0.6523 | 0.8077 |
103
+ | No log | 2.8108 | 104 | 0.6237 | 0.5972 | 0.6237 | 0.7898 |
104
+ | No log | 2.8649 | 106 | 0.8063 | 0.5396 | 0.8063 | 0.8980 |
105
+ | No log | 2.9189 | 108 | 0.8789 | 0.4014 | 0.8789 | 0.9375 |
106
+ | No log | 2.9730 | 110 | 0.6702 | 0.6725 | 0.6702 | 0.8187 |
107
+ | No log | 3.0270 | 112 | 0.6478 | 0.5891 | 0.6478 | 0.8048 |
108
+ | No log | 3.0811 | 114 | 0.6360 | 0.5891 | 0.6360 | 0.7975 |
109
+ | No log | 3.1351 | 116 | 0.6412 | 0.6461 | 0.6412 | 0.8008 |
110
+ | No log | 3.1892 | 118 | 0.7018 | 0.5770 | 0.7018 | 0.8377 |
111
+ | No log | 3.2432 | 120 | 0.6017 | 0.6691 | 0.6017 | 0.7757 |
112
+ | No log | 3.2973 | 122 | 0.6296 | 0.6177 | 0.6296 | 0.7935 |
113
+ | No log | 3.3514 | 124 | 0.6206 | 0.6063 | 0.6206 | 0.7878 |
114
+ | No log | 3.4054 | 126 | 0.5662 | 0.6926 | 0.5662 | 0.7525 |
115
+ | No log | 3.4595 | 128 | 0.6019 | 0.6497 | 0.6019 | 0.7758 |
116
+ | No log | 3.5135 | 130 | 0.5479 | 0.7025 | 0.5479 | 0.7402 |
117
+ | No log | 3.5676 | 132 | 0.5443 | 0.7189 | 0.5443 | 0.7377 |
118
+ | No log | 3.6216 | 134 | 0.5967 | 0.6704 | 0.5967 | 0.7725 |
119
+ | No log | 3.6757 | 136 | 0.5625 | 0.6662 | 0.5625 | 0.7500 |
120
+ | No log | 3.7297 | 138 | 0.5465 | 0.7199 | 0.5465 | 0.7392 |
121
+ | No log | 3.7838 | 140 | 0.5866 | 0.6661 | 0.5866 | 0.7659 |
122
+ | No log | 3.8378 | 142 | 0.6635 | 0.5739 | 0.6635 | 0.8146 |
123
+ | No log | 3.8919 | 144 | 0.5897 | 0.6402 | 0.5897 | 0.7679 |
124
+ | No log | 3.9459 | 146 | 0.6143 | 0.5156 | 0.6143 | 0.7838 |
125
+ | No log | 4.0 | 148 | 0.6449 | 0.4995 | 0.6449 | 0.8031 |
126
+ | No log | 4.0541 | 150 | 0.6102 | 0.6043 | 0.6102 | 0.7812 |
127
+ | No log | 4.1081 | 152 | 0.5758 | 0.6286 | 0.5758 | 0.7588 |
128
+ | No log | 4.1622 | 154 | 0.5787 | 0.5795 | 0.5787 | 0.7607 |
129
+ | No log | 4.2162 | 156 | 0.5991 | 0.6466 | 0.5991 | 0.7740 |
130
+ | No log | 4.2703 | 158 | 0.5460 | 0.6566 | 0.5460 | 0.7389 |
131
+ | No log | 4.3243 | 160 | 0.5739 | 0.6241 | 0.5739 | 0.7576 |
132
+ | No log | 4.3784 | 162 | 0.6989 | 0.5598 | 0.6989 | 0.8360 |
133
+ | No log | 4.4324 | 164 | 0.6505 | 0.5559 | 0.6505 | 0.8066 |
134
+ | No log | 4.4865 | 166 | 0.5890 | 0.5303 | 0.5890 | 0.7674 |
135
+ | No log | 4.5405 | 168 | 0.5920 | 0.5303 | 0.5920 | 0.7694 |
136
+ | No log | 4.5946 | 170 | 0.6359 | 0.5482 | 0.6359 | 0.7974 |
137
+ | No log | 4.6486 | 172 | 0.8217 | 0.5574 | 0.8217 | 0.9065 |
138
+ | No log | 4.7027 | 174 | 0.8455 | 0.5556 | 0.8455 | 0.9195 |
139
+ | No log | 4.7568 | 176 | 0.6388 | 0.5981 | 0.6388 | 0.7992 |
140
+ | No log | 4.8108 | 178 | 0.5541 | 0.6488 | 0.5541 | 0.7444 |
141
+ | No log | 4.8649 | 180 | 0.6211 | 0.5828 | 0.6211 | 0.7881 |
142
+ | No log | 4.9189 | 182 | 0.5703 | 0.5212 | 0.5703 | 0.7552 |
143
+ | No log | 4.9730 | 184 | 0.5796 | 0.5859 | 0.5796 | 0.7613 |
144
+ | No log | 5.0270 | 186 | 0.5679 | 0.5859 | 0.5679 | 0.7536 |
145
+ | No log | 5.0811 | 188 | 0.5469 | 0.6107 | 0.5469 | 0.7395 |
146
+ | No log | 5.1351 | 190 | 0.6123 | 0.6466 | 0.6123 | 0.7825 |
147
+ | No log | 5.1892 | 192 | 0.7554 | 0.5966 | 0.7554 | 0.8692 |
148
+ | No log | 5.2432 | 194 | 0.7618 | 0.5873 | 0.7618 | 0.8728 |
149
+ | No log | 5.2973 | 196 | 0.7752 | 0.6086 | 0.7752 | 0.8805 |
150
+ | No log | 5.3514 | 198 | 0.5971 | 0.6327 | 0.5971 | 0.7727 |
151
+ | No log | 5.4054 | 200 | 0.5253 | 0.6822 | 0.5253 | 0.7247 |
152
+ | No log | 5.4595 | 202 | 0.5625 | 0.6386 | 0.5625 | 0.7500 |
153
+ | No log | 5.5135 | 204 | 0.6388 | 0.5781 | 0.6388 | 0.7993 |
154
+ | No log | 5.5676 | 206 | 0.6301 | 0.5793 | 0.6301 | 0.7938 |
155
+ | No log | 5.6216 | 208 | 0.5761 | 0.5807 | 0.5761 | 0.7590 |
156
+ | No log | 5.6757 | 210 | 0.5677 | 0.5862 | 0.5677 | 0.7534 |
157
+ | No log | 5.7297 | 212 | 0.5455 | 0.6745 | 0.5455 | 0.7386 |
158
+ | No log | 5.7838 | 214 | 0.5480 | 0.6795 | 0.5480 | 0.7402 |
159
+ | No log | 5.8378 | 216 | 0.5407 | 0.6419 | 0.5407 | 0.7353 |
160
+ | No log | 5.8919 | 218 | 0.5616 | 0.6165 | 0.5616 | 0.7494 |
161
+ | No log | 5.9459 | 220 | 0.5792 | 0.5653 | 0.5792 | 0.7610 |
162
+ | No log | 6.0 | 222 | 0.6291 | 0.5819 | 0.6291 | 0.7932 |
163
+ | No log | 6.0541 | 224 | 0.7493 | 0.6396 | 0.7493 | 0.8656 |
164
+ | No log | 6.1081 | 226 | 0.6874 | 0.6161 | 0.6874 | 0.8291 |
165
+ | No log | 6.1622 | 228 | 0.5667 | 0.5795 | 0.5667 | 0.7528 |
166
+ | No log | 6.2162 | 230 | 0.5757 | 0.6165 | 0.5757 | 0.7587 |
167
+ | No log | 6.2703 | 232 | 0.5517 | 0.6575 | 0.5517 | 0.7428 |
168
+ | No log | 6.3243 | 234 | 0.5703 | 0.6470 | 0.5703 | 0.7552 |
169
+ | No log | 6.3784 | 236 | 0.6111 | 0.6347 | 0.6111 | 0.7817 |
170
+ | No log | 6.4324 | 238 | 0.5680 | 0.6470 | 0.5680 | 0.7536 |
171
+ | No log | 6.4865 | 240 | 0.5664 | 0.6673 | 0.5664 | 0.7526 |
172
+ | No log | 6.5405 | 242 | 0.5903 | 0.6557 | 0.5903 | 0.7683 |
173
+ | No log | 6.5946 | 244 | 0.5934 | 0.6511 | 0.5934 | 0.7703 |
174
+ | No log | 6.6486 | 246 | 0.5579 | 0.6712 | 0.5579 | 0.7469 |
175
+ | No log | 6.7027 | 248 | 0.6101 | 0.6445 | 0.6101 | 0.7811 |
176
+ | No log | 6.7568 | 250 | 0.6604 | 0.6173 | 0.6604 | 0.8127 |
177
+ | No log | 6.8108 | 252 | 0.5962 | 0.5902 | 0.5962 | 0.7721 |
178
+ | No log | 6.8649 | 254 | 0.6026 | 0.6123 | 0.6026 | 0.7763 |
179
+ | No log | 6.9189 | 256 | 0.6123 | 0.5932 | 0.6123 | 0.7825 |
180
+ | No log | 6.9730 | 258 | 0.6113 | 0.5555 | 0.6113 | 0.7819 |
181
+ | No log | 7.0270 | 260 | 0.6863 | 0.6150 | 0.6863 | 0.8284 |
182
+ | No log | 7.0811 | 262 | 0.7416 | 0.5683 | 0.7416 | 0.8612 |
183
+ | No log | 7.1351 | 264 | 0.6970 | 0.5583 | 0.6970 | 0.8349 |
184
+ | No log | 7.1892 | 266 | 0.6092 | 0.6099 | 0.6092 | 0.7805 |
185
+ | No log | 7.2432 | 268 | 0.6218 | 0.5522 | 0.6218 | 0.7885 |
186
+ | No log | 7.2973 | 270 | 0.6247 | 0.5183 | 0.6247 | 0.7904 |
187
+ | No log | 7.3514 | 272 | 0.6239 | 0.5459 | 0.6239 | 0.7899 |
188
+ | No log | 7.4054 | 274 | 0.6180 | 0.5759 | 0.6180 | 0.7861 |
189
+ | No log | 7.4595 | 276 | 0.5967 | 0.6184 | 0.5967 | 0.7725 |
190
+ | No log | 7.5135 | 278 | 0.6065 | 0.6122 | 0.6065 | 0.7788 |
191
+ | No log | 7.5676 | 280 | 0.7024 | 0.5491 | 0.7024 | 0.8381 |
192
+ | No log | 7.6216 | 282 | 0.6900 | 0.5509 | 0.6900 | 0.8307 |
193
+ | No log | 7.6757 | 284 | 0.6081 | 0.5978 | 0.6081 | 0.7798 |
194
+ | No log | 7.7297 | 286 | 0.6302 | 0.5678 | 0.6302 | 0.7938 |
195
+ | No log | 7.7838 | 288 | 0.7883 | 0.5389 | 0.7883 | 0.8879 |
196
+ | No log | 7.8378 | 290 | 0.7913 | 0.5389 | 0.7913 | 0.8895 |
197
+ | No log | 7.8919 | 292 | 0.6343 | 0.6082 | 0.6343 | 0.7964 |
198
+ | No log | 7.9459 | 294 | 0.5300 | 0.7010 | 0.5300 | 0.7280 |
199
+ | No log | 8.0 | 296 | 0.5454 | 0.6814 | 0.5454 | 0.7385 |
200
+ | No log | 8.0541 | 298 | 0.5963 | 0.6500 | 0.5963 | 0.7722 |
201
+ | No log | 8.1081 | 300 | 0.5875 | 0.6276 | 0.5875 | 0.7665 |
202
+ | No log | 8.1622 | 302 | 0.5522 | 0.6400 | 0.5522 | 0.7431 |
203
+ | No log | 8.2162 | 304 | 0.5590 | 0.6516 | 0.5590 | 0.7477 |
204
+ | No log | 8.2703 | 306 | 0.5745 | 0.6461 | 0.5745 | 0.7580 |
205
+ | No log | 8.3243 | 308 | 0.6168 | 0.6599 | 0.6168 | 0.7854 |
206
+ | No log | 8.3784 | 310 | 0.7839 | 0.5583 | 0.7839 | 0.8854 |
207
+ | No log | 8.4324 | 312 | 0.8137 | 0.5385 | 0.8137 | 0.9020 |
208
+ | No log | 8.4865 | 314 | 0.7214 | 0.5579 | 0.7214 | 0.8494 |
209
+ | No log | 8.5405 | 316 | 0.6033 | 0.5694 | 0.6033 | 0.7768 |
210
+ | No log | 8.5946 | 318 | 0.6125 | 0.5302 | 0.6125 | 0.7826 |
211
+ | No log | 8.6486 | 320 | 0.6138 | 0.5302 | 0.6138 | 0.7834 |
212
+ | No log | 8.7027 | 322 | 0.6124 | 0.5568 | 0.6124 | 0.7825 |
213
+ | No log | 8.7568 | 324 | 0.6204 | 0.6129 | 0.6204 | 0.7877 |
214
+ | No log | 8.8108 | 326 | 0.5797 | 0.6725 | 0.5797 | 0.7614 |
215
+ | No log | 8.8649 | 328 | 0.5272 | 0.6658 | 0.5272 | 0.7261 |
216
+ | No log | 8.9189 | 330 | 0.5799 | 0.6502 | 0.5799 | 0.7615 |
217
+ | No log | 8.9730 | 332 | 0.5748 | 0.6748 | 0.5748 | 0.7582 |
218
+ | No log | 9.0270 | 334 | 0.5491 | 0.6500 | 0.5491 | 0.7410 |
219
+ | No log | 9.0811 | 336 | 0.5606 | 0.5543 | 0.5606 | 0.7487 |
220
+ | No log | 9.1351 | 338 | 0.5906 | 0.4925 | 0.5906 | 0.7685 |
221
+ | No log | 9.1892 | 340 | 0.5815 | 0.5440 | 0.5815 | 0.7626 |
222
+ | No log | 9.2432 | 342 | 0.5593 | 0.5677 | 0.5593 | 0.7478 |
223
+ | No log | 9.2973 | 344 | 0.5630 | 0.6387 | 0.5630 | 0.7503 |
224
+ | No log | 9.3514 | 346 | 0.5910 | 0.6596 | 0.5910 | 0.7688 |
225
+ | No log | 9.4054 | 348 | 0.5739 | 0.6377 | 0.5739 | 0.7576 |
226
+ | No log | 9.4595 | 350 | 0.5540 | 0.6128 | 0.5540 | 0.7443 |
227
+ | No log | 9.5135 | 352 | 0.5618 | 0.6363 | 0.5618 | 0.7495 |
228
+ | No log | 9.5676 | 354 | 0.5569 | 0.6337 | 0.5569 | 0.7463 |
229
+ | No log | 9.6216 | 356 | 0.5386 | 0.6517 | 0.5386 | 0.7339 |
230
+ | No log | 9.6757 | 358 | 0.5723 | 0.6929 | 0.5723 | 0.7565 |
231
+ | No log | 9.7297 | 360 | 0.6041 | 0.6914 | 0.6041 | 0.7772 |
232
+ | No log | 9.7838 | 362 | 0.5916 | 0.6623 | 0.5916 | 0.7692 |
233
+ | No log | 9.8378 | 364 | 0.5678 | 0.6207 | 0.5678 | 0.7535 |
234
+ | No log | 9.8919 | 366 | 0.5793 | 0.5441 | 0.5793 | 0.7611 |
235
+ | No log | 9.9459 | 368 | 0.5839 | 0.5441 | 0.5839 | 0.7642 |
236
+ | No log | 10.0 | 370 | 0.5984 | 0.5694 | 0.5984 | 0.7735 |
237
+ | No log | 10.0541 | 372 | 0.6380 | 0.5819 | 0.6380 | 0.7988 |
238
+ | No log | 10.1081 | 374 | 0.6572 | 0.5706 | 0.6572 | 0.8107 |
239
+ | No log | 10.1622 | 376 | 0.6555 | 0.5706 | 0.6555 | 0.8096 |
240
+ | No log | 10.2162 | 378 | 0.6819 | 0.5355 | 0.6819 | 0.8258 |
241
+ | No log | 10.2703 | 380 | 0.7248 | 0.5606 | 0.7248 | 0.8514 |
242
+ | No log | 10.3243 | 382 | 0.7082 | 0.5718 | 0.7082 | 0.8415 |
243
+ | No log | 10.3784 | 384 | 0.6499 | 0.5905 | 0.6499 | 0.8062 |
244
+ | No log | 10.4324 | 386 | 0.6170 | 0.5422 | 0.6170 | 0.7855 |
245
+ | No log | 10.4865 | 388 | 0.6172 | 0.5653 | 0.6172 | 0.7856 |
246
+ | No log | 10.5405 | 390 | 0.6146 | 0.5905 | 0.6146 | 0.7840 |
247
+ | No log | 10.5946 | 392 | 0.6960 | 0.6025 | 0.6960 | 0.8343 |
248
+ | No log | 10.6486 | 394 | 0.7230 | 0.5576 | 0.7230 | 0.8503 |
249
+ | No log | 10.7027 | 396 | 0.6383 | 0.6109 | 0.6383 | 0.7989 |
250
+ | No log | 10.7568 | 398 | 0.6020 | 0.5402 | 0.6020 | 0.7759 |
251
+ | No log | 10.8108 | 400 | 0.6762 | 0.5663 | 0.6762 | 0.8223 |
252
+ | No log | 10.8649 | 402 | 0.7218 | 0.5953 | 0.7218 | 0.8496 |
253
+ | No log | 10.9189 | 404 | 0.6561 | 0.5988 | 0.6561 | 0.8100 |
254
+ | No log | 10.9730 | 406 | 0.5602 | 0.6345 | 0.5602 | 0.7485 |
255
+ | No log | 11.0270 | 408 | 0.5773 | 0.6479 | 0.5773 | 0.7598 |
256
+ | No log | 11.0811 | 410 | 0.6476 | 0.6534 | 0.6476 | 0.8047 |
257
+ | No log | 11.1351 | 412 | 0.6821 | 0.5920 | 0.6821 | 0.8259 |
258
+ | No log | 11.1892 | 414 | 0.6475 | 0.5697 | 0.6475 | 0.8047 |
259
+ | No log | 11.2432 | 416 | 0.5774 | 0.5894 | 0.5774 | 0.7599 |
260
+ | No log | 11.2973 | 418 | 0.5773 | 0.6276 | 0.5773 | 0.7598 |
261
+ | No log | 11.3514 | 420 | 0.5798 | 0.6500 | 0.5798 | 0.7615 |
262
+ | No log | 11.4054 | 422 | 0.5699 | 0.6602 | 0.5699 | 0.7549 |
263
+ | No log | 11.4595 | 424 | 0.5615 | 0.6756 | 0.5615 | 0.7494 |
264
+ | No log | 11.5135 | 426 | 0.5576 | 0.6756 | 0.5576 | 0.7467 |
265
+ | No log | 11.5676 | 428 | 0.5569 | 0.6861 | 0.5569 | 0.7463 |
266
+ | No log | 11.6216 | 430 | 0.5622 | 0.6720 | 0.5622 | 0.7498 |
267
+ | No log | 11.6757 | 432 | 0.5752 | 0.6537 | 0.5752 | 0.7584 |
268
+ | No log | 11.7297 | 434 | 0.6076 | 0.6315 | 0.6076 | 0.7795 |
269
+ | No log | 11.7838 | 436 | 0.6418 | 0.5728 | 0.6418 | 0.8011 |
270
+ | No log | 11.8378 | 438 | 0.6898 | 0.5479 | 0.6898 | 0.8306 |
271
+ | No log | 11.8919 | 440 | 0.6825 | 0.5463 | 0.6825 | 0.8261 |
272
+ | No log | 11.9459 | 442 | 0.6236 | 0.6422 | 0.6236 | 0.7897 |
273
+ | No log | 12.0 | 444 | 0.5935 | 0.6252 | 0.5935 | 0.7704 |
274
+ | No log | 12.0541 | 446 | 0.5916 | 0.6229 | 0.5916 | 0.7692 |
275
+ | No log | 12.1081 | 448 | 0.5924 | 0.6154 | 0.5924 | 0.7697 |
276
+ | No log | 12.1622 | 450 | 0.5963 | 0.6154 | 0.5963 | 0.7722 |
277
+ | No log | 12.2162 | 452 | 0.6023 | 0.6262 | 0.6023 | 0.7761 |
278
+ | No log | 12.2703 | 454 | 0.6008 | 0.6262 | 0.6008 | 0.7751 |
279
+ | No log | 12.3243 | 456 | 0.5908 | 0.6154 | 0.5908 | 0.7687 |
280
+ | No log | 12.3784 | 458 | 0.6198 | 0.6060 | 0.6198 | 0.7873 |
281
+ | No log | 12.4324 | 460 | 0.6837 | 0.6130 | 0.6837 | 0.8269 |
282
+ | No log | 12.4865 | 462 | 0.6779 | 0.6130 | 0.6779 | 0.8233 |
283
+ | No log | 12.5405 | 464 | 0.6110 | 0.5865 | 0.6110 | 0.7817 |
284
+ | No log | 12.5946 | 466 | 0.5824 | 0.6057 | 0.5824 | 0.7631 |
285
+ | No log | 12.6486 | 468 | 0.5996 | 0.6218 | 0.5996 | 0.7744 |
286
+ | No log | 12.7027 | 470 | 0.6323 | 0.6310 | 0.6323 | 0.7952 |
287
+ | No log | 12.7568 | 472 | 0.6009 | 0.6670 | 0.6009 | 0.7752 |
288
+ | No log | 12.8108 | 474 | 0.5775 | 0.6043 | 0.5775 | 0.7599 |
289
+ | No log | 12.8649 | 476 | 0.5473 | 0.6517 | 0.5473 | 0.7398 |
290
+ | No log | 12.9189 | 478 | 0.6257 | 0.6072 | 0.6257 | 0.7910 |
291
+ | No log | 12.9730 | 480 | 0.7180 | 0.5722 | 0.7180 | 0.8474 |
292
+ | No log | 13.0270 | 482 | 0.6944 | 0.5508 | 0.6944 | 0.8333 |
293
+ | No log | 13.0811 | 484 | 0.6003 | 0.6269 | 0.6003 | 0.7748 |
294
+ | No log | 13.1351 | 486 | 0.5427 | 0.6254 | 0.5427 | 0.7367 |
295
+ | No log | 13.1892 | 488 | 0.5480 | 0.6332 | 0.5480 | 0.7403 |
296
+ | No log | 13.2432 | 490 | 0.5500 | 0.6254 | 0.5500 | 0.7416 |
297
+ | No log | 13.2973 | 492 | 0.5738 | 0.5225 | 0.5738 | 0.7575 |
298
+ | No log | 13.3514 | 494 | 0.6113 | 0.5636 | 0.6113 | 0.7819 |
299
+ | No log | 13.4054 | 496 | 0.6085 | 0.5627 | 0.6085 | 0.7801 |
300
+ | No log | 13.4595 | 498 | 0.5720 | 0.5928 | 0.5720 | 0.7563 |
301
+ | 0.2748 | 13.5135 | 500 | 0.5435 | 0.6437 | 0.5435 | 0.7373 |
302
+ | 0.2748 | 13.5676 | 502 | 0.5474 | 0.6317 | 0.5474 | 0.7399 |
303
+ | 0.2748 | 13.6216 | 504 | 0.5598 | 0.6084 | 0.5598 | 0.7482 |
304
+ | 0.2748 | 13.6757 | 506 | 0.5658 | 0.5874 | 0.5658 | 0.7522 |
305
+ | 0.2748 | 13.7297 | 508 | 0.5713 | 0.6084 | 0.5713 | 0.7559 |
306
+ | 0.2748 | 13.7838 | 510 | 0.5784 | 0.5874 | 0.5784 | 0.7606 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions