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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_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_run1_AugV5_k20_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_run1_AugV5_k20_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: 0.8349
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- - Qwk: 0.5229
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- - Mse: 0.8349
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- - Rmse: 0.9137
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  ## Model description
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@@ -47,273 +47,263 @@ 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 | 0.0198 | 2 | 4.0009 | -0.0091 | 4.0009 | 2.0002 |
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- | No log | 0.0396 | 4 | 2.1903 | 0.0721 | 2.1903 | 1.4800 |
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- | No log | 0.0594 | 6 | 1.3125 | 0.0672 | 1.3125 | 1.1456 |
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- | No log | 0.0792 | 8 | 1.2610 | 0.1832 | 1.2610 | 1.1229 |
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- | No log | 0.0990 | 10 | 1.3852 | 0.0861 | 1.3852 | 1.1769 |
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- | No log | 0.1188 | 12 | 1.1289 | 0.1261 | 1.1289 | 1.0625 |
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- | No log | 0.1386 | 14 | 1.1519 | 0.0941 | 1.1519 | 1.0732 |
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- | No log | 0.1584 | 16 | 1.2868 | -0.1419 | 1.2868 | 1.1344 |
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- | No log | 0.1782 | 18 | 1.5415 | -0.0444 | 1.5415 | 1.2416 |
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- | No log | 0.1980 | 20 | 1.3838 | -0.0858 | 1.3838 | 1.1763 |
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- | No log | 0.2178 | 22 | 1.2170 | 0.0281 | 1.2170 | 1.1032 |
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- | No log | 0.2376 | 24 | 1.1489 | 0.1767 | 1.1489 | 1.0719 |
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- | No log | 0.2574 | 26 | 1.1329 | 0.1671 | 1.1329 | 1.0644 |
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- | No log | 0.2772 | 28 | 1.1363 | 0.1046 | 1.1363 | 1.0660 |
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- | No log | 0.2970 | 30 | 1.1881 | 0.0888 | 1.1881 | 1.0900 |
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- | No log | 0.3168 | 32 | 1.2206 | 0.0445 | 1.2206 | 1.1048 |
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- | No log | 0.3366 | 34 | 1.1918 | 0.0445 | 1.1918 | 1.0917 |
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- | No log | 0.3564 | 36 | 1.1295 | 0.2081 | 1.1295 | 1.0628 |
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- | No log | 0.3762 | 38 | 1.1050 | 0.1532 | 1.1050 | 1.0512 |
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- | No log | 0.3960 | 40 | 1.0940 | 0.2316 | 1.0940 | 1.0459 |
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- | No log | 0.4158 | 42 | 1.0965 | 0.2366 | 1.0965 | 1.0471 |
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- | No log | 0.4356 | 44 | 1.1843 | 0.0849 | 1.1843 | 1.0883 |
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- | No log | 0.4554 | 46 | 1.2023 | 0.0849 | 1.2023 | 1.0965 |
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- | No log | 0.4752 | 48 | 1.0677 | 0.1482 | 1.0677 | 1.0333 |
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- | No log | 0.4950 | 50 | 1.0114 | 0.2771 | 1.0114 | 1.0057 |
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- | No log | 0.5149 | 52 | 1.0826 | 0.2192 | 1.0826 | 1.0405 |
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- | No log | 0.5347 | 54 | 1.0416 | 0.2678 | 1.0416 | 1.0206 |
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- | No log | 0.5545 | 56 | 0.9316 | 0.3151 | 0.9316 | 0.9652 |
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- | No log | 0.5743 | 58 | 1.0042 | 0.2588 | 1.0042 | 1.0021 |
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- | No log | 0.5941 | 60 | 1.0554 | 0.2659 | 1.0554 | 1.0273 |
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- | No log | 0.6139 | 62 | 1.0204 | 0.2513 | 1.0204 | 1.0102 |
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- | No log | 0.6337 | 64 | 0.9734 | 0.2611 | 0.9734 | 0.9866 |
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- | No log | 0.6535 | 66 | 0.9347 | 0.3856 | 0.9347 | 0.9668 |
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- | No log | 0.6733 | 68 | 0.9175 | 0.1883 | 0.9175 | 0.9579 |
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- | No log | 0.6931 | 70 | 0.9454 | 0.2865 | 0.9454 | 0.9723 |
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- | No log | 0.7129 | 72 | 0.9392 | 0.2865 | 0.9392 | 0.9691 |
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- | No log | 0.7327 | 74 | 0.9097 | 0.2674 | 0.9097 | 0.9538 |
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- | No log | 0.7525 | 76 | 0.8553 | 0.3393 | 0.8553 | 0.9248 |
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- | No log | 0.7723 | 78 | 0.8351 | 0.3942 | 0.8351 | 0.9139 |
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- | No log | 0.7921 | 80 | 0.8516 | 0.4473 | 0.8516 | 0.9228 |
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- | No log | 0.8119 | 82 | 0.9186 | 0.3062 | 0.9186 | 0.9585 |
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- | No log | 0.8317 | 84 | 0.9518 | 0.3310 | 0.9518 | 0.9756 |
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- | No log | 0.8515 | 86 | 0.8994 | 0.3223 | 0.8994 | 0.9484 |
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- | No log | 0.8713 | 88 | 0.8467 | 0.3467 | 0.8467 | 0.9202 |
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- | No log | 0.8911 | 90 | 0.8280 | 0.4388 | 0.8280 | 0.9099 |
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- | No log | 0.9109 | 92 | 0.9591 | 0.3672 | 0.9591 | 0.9793 |
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- | No log | 0.9307 | 94 | 1.1886 | 0.2555 | 1.1886 | 1.0902 |
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- | No log | 0.9505 | 96 | 1.2278 | 0.1911 | 1.2278 | 1.1081 |
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- | No log | 0.9703 | 98 | 1.0654 | 0.0011 | 1.0654 | 1.0322 |
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- | No log | 0.9901 | 100 | 0.9096 | 0.3862 | 0.9096 | 0.9537 |
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- | No log | 1.0099 | 102 | 0.8361 | 0.4571 | 0.8361 | 0.9144 |
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- | No log | 1.0297 | 104 | 0.8984 | 0.2981 | 0.8984 | 0.9478 |
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- | No log | 1.0495 | 106 | 1.0921 | 0.2934 | 1.0921 | 1.0450 |
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- | No log | 1.0693 | 108 | 1.0997 | 0.3190 | 1.0997 | 1.0487 |
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- | No log | 1.0891 | 110 | 1.1994 | 0.3346 | 1.1994 | 1.0952 |
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- | No log | 1.1089 | 112 | 1.1555 | 0.3897 | 1.1555 | 1.0750 |
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- | No log | 1.1287 | 114 | 1.0354 | 0.4100 | 1.0354 | 1.0176 |
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- | No log | 1.1485 | 116 | 1.0943 | 0.4220 | 1.0943 | 1.0461 |
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- | No log | 1.1683 | 118 | 1.3350 | 0.2386 | 1.3350 | 1.1554 |
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- | No log | 1.1881 | 120 | 1.4780 | 0.1955 | 1.4780 | 1.2157 |
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- | No log | 1.2079 | 122 | 1.3022 | 0.1790 | 1.3022 | 1.1411 |
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- | No log | 1.2277 | 124 | 1.0711 | 0.2960 | 1.0711 | 1.0349 |
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- | No log | 1.2475 | 126 | 1.0712 | 0.3135 | 1.0712 | 1.0350 |
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- | No log | 1.2673 | 128 | 1.1122 | 0.3527 | 1.1122 | 1.0546 |
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- | No log | 1.2871 | 130 | 1.0903 | 0.3527 | 1.0903 | 1.0442 |
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- | No log | 1.3069 | 132 | 1.0229 | 0.3659 | 1.0229 | 1.0114 |
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- | No log | 1.3267 | 134 | 0.9299 | 0.4144 | 0.9299 | 0.9643 |
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- | No log | 1.3465 | 136 | 0.8419 | 0.4337 | 0.8419 | 0.9176 |
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- | No log | 1.3663 | 138 | 0.8390 | 0.4337 | 0.8390 | 0.9160 |
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- | No log | 1.3861 | 140 | 0.9330 | 0.4411 | 0.9330 | 0.9659 |
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- | No log | 1.4059 | 142 | 1.0496 | 0.3681 | 1.0496 | 1.0245 |
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- | No log | 1.4257 | 144 | 0.9545 | 0.4318 | 0.9545 | 0.9770 |
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- | No log | 1.4455 | 146 | 0.8454 | 0.4345 | 0.8454 | 0.9194 |
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- | No log | 1.4653 | 148 | 0.8393 | 0.4371 | 0.8393 | 0.9161 |
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- | No log | 1.4851 | 150 | 0.8292 | 0.4613 | 0.8292 | 0.9106 |
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- | No log | 1.5050 | 152 | 0.8689 | 0.5192 | 0.8689 | 0.9321 |
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- | No log | 1.5248 | 154 | 0.9179 | 0.4815 | 0.9179 | 0.9580 |
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- | No log | 1.5446 | 156 | 0.8928 | 0.5160 | 0.8928 | 0.9449 |
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- | No log | 1.5644 | 158 | 0.8924 | 0.5319 | 0.8924 | 0.9447 |
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- | No log | 1.5842 | 160 | 0.8452 | 0.4966 | 0.8452 | 0.9193 |
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- | No log | 1.6040 | 162 | 0.8109 | 0.4244 | 0.8109 | 0.9005 |
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- | No log | 1.6238 | 164 | 0.8103 | 0.4628 | 0.8103 | 0.9002 |
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- | No log | 1.6436 | 166 | 0.8254 | 0.4398 | 0.8254 | 0.9085 |
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- | No log | 1.6634 | 168 | 0.8029 | 0.4762 | 0.8029 | 0.8961 |
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- | No log | 1.6832 | 170 | 0.8558 | 0.4198 | 0.8558 | 0.9251 |
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- | No log | 1.7030 | 172 | 0.9267 | 0.4681 | 0.9267 | 0.9626 |
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- | No log | 1.7228 | 174 | 0.8400 | 0.3939 | 0.8400 | 0.9165 |
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- | No log | 1.7426 | 176 | 0.7984 | 0.4473 | 0.7984 | 0.8935 |
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- | No log | 1.7624 | 178 | 0.7788 | 0.4234 | 0.7788 | 0.8825 |
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- | No log | 1.7822 | 180 | 0.7867 | 0.4595 | 0.7867 | 0.8870 |
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- | No log | 1.8020 | 182 | 0.8710 | 0.4334 | 0.8710 | 0.9333 |
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- | No log | 1.8218 | 184 | 0.8358 | 0.4568 | 0.8358 | 0.9142 |
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- | No log | 1.8416 | 186 | 0.8159 | 0.4455 | 0.8159 | 0.9033 |
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- | No log | 1.8614 | 188 | 0.7616 | 0.4858 | 0.7616 | 0.8727 |
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- | No log | 1.8812 | 190 | 0.7716 | 0.4862 | 0.7716 | 0.8784 |
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- | No log | 1.9010 | 192 | 0.8682 | 0.4423 | 0.8682 | 0.9318 |
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- | No log | 1.9208 | 194 | 1.1088 | 0.3590 | 1.1088 | 1.0530 |
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- | No log | 1.9406 | 196 | 1.1006 | 0.3913 | 1.1006 | 1.0491 |
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- | No log | 1.9604 | 198 | 0.8815 | 0.4326 | 0.8815 | 0.9389 |
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- | No log | 1.9802 | 200 | 0.8147 | 0.3976 | 0.8147 | 0.9026 |
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- | No log | 2.0 | 202 | 0.8332 | 0.4075 | 0.8332 | 0.9128 |
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- | No log | 2.0198 | 204 | 0.9550 | 0.3519 | 0.9550 | 0.9772 |
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- | No log | 2.0396 | 206 | 0.9918 | 0.3492 | 0.9918 | 0.9959 |
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- | No log | 2.0594 | 208 | 0.8777 | 0.3989 | 0.8777 | 0.9369 |
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- | No log | 2.0792 | 210 | 0.8476 | 0.3435 | 0.8476 | 0.9206 |
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- | No log | 2.0990 | 212 | 0.8707 | 0.3037 | 0.8707 | 0.9331 |
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- | No log | 2.1188 | 214 | 0.8393 | 0.3836 | 0.8393 | 0.9161 |
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- | No log | 2.1386 | 216 | 0.8807 | 0.3883 | 0.8807 | 0.9384 |
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- | No log | 2.1584 | 218 | 0.9319 | 0.4777 | 0.9319 | 0.9653 |
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- | No log | 2.1782 | 220 | 0.8632 | 0.4681 | 0.8632 | 0.9291 |
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- | No log | 2.1980 | 222 | 0.8364 | 0.4342 | 0.8364 | 0.9145 |
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- | No log | 2.2178 | 224 | 0.7873 | 0.4471 | 0.7873 | 0.8873 |
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- | No log | 2.2376 | 226 | 0.8078 | 0.4450 | 0.8078 | 0.8988 |
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- | No log | 2.2574 | 228 | 0.8617 | 0.4434 | 0.8617 | 0.9283 |
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- | No log | 2.2772 | 230 | 0.7751 | 0.3939 | 0.7751 | 0.8804 |
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- | No log | 2.2970 | 232 | 0.7114 | 0.4355 | 0.7114 | 0.8435 |
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- | No log | 2.3168 | 234 | 0.7102 | 0.4498 | 0.7102 | 0.8427 |
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- | No log | 2.3366 | 236 | 0.7044 | 0.4498 | 0.7044 | 0.8393 |
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- | No log | 2.3564 | 238 | 0.7197 | 0.4468 | 0.7197 | 0.8484 |
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- | No log | 2.3762 | 240 | 0.7584 | 0.3760 | 0.7584 | 0.8709 |
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- | No log | 2.3960 | 242 | 0.7602 | 0.3760 | 0.7602 | 0.8719 |
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- | No log | 2.4158 | 244 | 0.7340 | 0.4355 | 0.7340 | 0.8567 |
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- | No log | 2.4356 | 246 | 0.7403 | 0.5328 | 0.7403 | 0.8604 |
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- | No log | 2.4554 | 248 | 0.7497 | 0.4870 | 0.7497 | 0.8658 |
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- | No log | 2.4752 | 250 | 0.7128 | 0.5638 | 0.7128 | 0.8443 |
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- | No log | 2.4950 | 252 | 0.7096 | 0.5357 | 0.7096 | 0.8424 |
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- | No log | 2.5149 | 254 | 0.7306 | 0.5677 | 0.7306 | 0.8547 |
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- | No log | 2.5347 | 256 | 0.6922 | 0.5480 | 0.6922 | 0.8320 |
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- | No log | 2.5545 | 258 | 0.6905 | 0.5287 | 0.6905 | 0.8309 |
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- | No log | 2.5743 | 260 | 0.7023 | 0.4645 | 0.7023 | 0.8380 |
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- | No log | 2.5941 | 262 | 0.7505 | 0.4247 | 0.7505 | 0.8663 |
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- | No log | 2.6139 | 264 | 0.7759 | 0.4696 | 0.7759 | 0.8808 |
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- | No log | 2.6337 | 266 | 0.8223 | 0.5013 | 0.8223 | 0.9068 |
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- | No log | 2.6535 | 268 | 0.8281 | 0.5013 | 0.8281 | 0.9100 |
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- | No log | 2.6733 | 270 | 0.9107 | 0.4885 | 0.9107 | 0.9543 |
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- | No log | 2.6931 | 272 | 0.8304 | 0.4681 | 0.8304 | 0.9113 |
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- | No log | 2.7129 | 274 | 0.7219 | 0.3821 | 0.7219 | 0.8496 |
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- | No log | 2.7327 | 276 | 0.6853 | 0.4748 | 0.6853 | 0.8278 |
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- | No log | 2.7525 | 278 | 0.7006 | 0.3706 | 0.7006 | 0.8370 |
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- | No log | 2.7723 | 280 | 0.8327 | 0.5111 | 0.8327 | 0.9125 |
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- | No log | 2.7921 | 282 | 0.8741 | 0.5086 | 0.8741 | 0.9350 |
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- | No log | 2.8119 | 284 | 0.7684 | 0.5431 | 0.7684 | 0.8766 |
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- | No log | 2.8317 | 286 | 0.7590 | 0.4460 | 0.7590 | 0.8712 |
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- | No log | 2.8515 | 288 | 0.8575 | 0.5196 | 0.8575 | 0.9260 |
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- | No log | 2.8713 | 290 | 0.8574 | 0.4785 | 0.8574 | 0.9260 |
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- | No log | 2.8911 | 292 | 0.7430 | 0.4089 | 0.7430 | 0.8620 |
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- | No log | 2.9109 | 294 | 0.7114 | 0.4988 | 0.7114 | 0.8434 |
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- | No log | 2.9307 | 296 | 0.7549 | 0.4214 | 0.7549 | 0.8688 |
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- | No log | 2.9505 | 298 | 0.8837 | 0.4885 | 0.8837 | 0.9401 |
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- | No log | 2.9703 | 300 | 0.8432 | 0.5111 | 0.8432 | 0.9183 |
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- | No log | 2.9901 | 302 | 0.7306 | 0.4343 | 0.7306 | 0.8547 |
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- | No log | 3.0099 | 304 | 0.7110 | 0.5220 | 0.7110 | 0.8432 |
204
- | No log | 3.0297 | 306 | 0.7305 | 0.4727 | 0.7305 | 0.8547 |
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- | No log | 3.0495 | 308 | 0.7551 | 0.4343 | 0.7551 | 0.8690 |
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- | No log | 3.0693 | 310 | 0.7558 | 0.4455 | 0.7558 | 0.8694 |
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- | No log | 3.0891 | 312 | 0.7241 | 0.4106 | 0.7241 | 0.8509 |
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- | No log | 3.1089 | 314 | 0.6898 | 0.4241 | 0.6898 | 0.8305 |
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- | No log | 3.1287 | 316 | 0.7099 | 0.4106 | 0.7099 | 0.8425 |
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- | No log | 3.1485 | 318 | 0.7426 | 0.4089 | 0.7426 | 0.8617 |
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- | No log | 3.1683 | 320 | 0.7343 | 0.4220 | 0.7343 | 0.8569 |
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- | No log | 3.1881 | 322 | 0.6972 | 0.4106 | 0.6972 | 0.8350 |
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- | No log | 3.2079 | 324 | 0.7251 | 0.4106 | 0.7251 | 0.8515 |
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- | No log | 3.2277 | 326 | 0.8208 | 0.5027 | 0.8208 | 0.9060 |
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- | No log | 3.2475 | 328 | 0.8074 | 0.5027 | 0.8074 | 0.8986 |
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- | No log | 3.2673 | 330 | 0.7140 | 0.4106 | 0.7140 | 0.8450 |
217
- | No log | 3.2871 | 332 | 0.6932 | 0.4789 | 0.6932 | 0.8326 |
218
- | No log | 3.3069 | 334 | 0.6935 | 0.5373 | 0.6935 | 0.8328 |
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- | No log | 3.3267 | 336 | 0.7140 | 0.4974 | 0.7140 | 0.8450 |
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- | No log | 3.3465 | 338 | 0.8434 | 0.5 | 0.8434 | 0.9183 |
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- | No log | 3.3663 | 340 | 1.0270 | 0.4226 | 1.0270 | 1.0134 |
222
- | No log | 3.3861 | 342 | 1.0126 | 0.4540 | 1.0126 | 1.0063 |
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- | No log | 3.4059 | 344 | 0.8616 | 0.4898 | 0.8616 | 0.9282 |
224
- | No log | 3.4257 | 346 | 0.7890 | 0.3939 | 0.7890 | 0.8882 |
225
- | No log | 3.4455 | 348 | 0.7722 | 0.4071 | 0.7722 | 0.8787 |
226
- | No log | 3.4653 | 350 | 0.8096 | 0.4889 | 0.8096 | 0.8998 |
227
- | No log | 3.4851 | 352 | 0.9005 | 0.4885 | 0.9005 | 0.9489 |
228
- | No log | 3.5050 | 354 | 0.8989 | 0.4667 | 0.8989 | 0.9481 |
229
- | No log | 3.5248 | 356 | 0.7967 | 0.5007 | 0.7967 | 0.8926 |
230
- | No log | 3.5446 | 358 | 0.7110 | 0.5062 | 0.7110 | 0.8432 |
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- | No log | 3.5644 | 360 | 0.7078 | 0.4093 | 0.7078 | 0.8413 |
232
- | No log | 3.5842 | 362 | 0.7439 | 0.4310 | 0.7439 | 0.8625 |
233
- | No log | 3.6040 | 364 | 0.8158 | 0.4898 | 0.8158 | 0.9032 |
234
- | No log | 3.6238 | 366 | 0.7787 | 0.4792 | 0.7787 | 0.8824 |
235
- | No log | 3.6436 | 368 | 0.6865 | 0.4301 | 0.6865 | 0.8285 |
236
- | No log | 3.6634 | 370 | 0.6362 | 0.4625 | 0.6362 | 0.7976 |
237
- | No log | 3.6832 | 372 | 0.6373 | 0.5402 | 0.6373 | 0.7983 |
238
- | No log | 3.7030 | 374 | 0.6813 | 0.5070 | 0.6813 | 0.8254 |
239
- | No log | 3.7228 | 376 | 0.7843 | 0.4994 | 0.7843 | 0.8856 |
240
- | No log | 3.7426 | 378 | 0.8111 | 0.4885 | 0.8111 | 0.9006 |
241
- | No log | 3.7624 | 380 | 0.7261 | 0.5292 | 0.7261 | 0.8521 |
242
- | No log | 3.7822 | 382 | 0.7049 | 0.4336 | 0.7049 | 0.8396 |
243
- | No log | 3.8020 | 384 | 0.7162 | 0.4336 | 0.7162 | 0.8463 |
244
- | No log | 3.8218 | 386 | 0.6926 | 0.4336 | 0.6926 | 0.8322 |
245
- | No log | 3.8416 | 388 | 0.6655 | 0.4730 | 0.6655 | 0.8158 |
246
- | No log | 3.8614 | 390 | 0.6506 | 0.4730 | 0.6506 | 0.8066 |
247
- | No log | 3.8812 | 392 | 0.6432 | 0.4776 | 0.6432 | 0.8020 |
248
- | No log | 3.9010 | 394 | 0.6746 | 0.4490 | 0.6746 | 0.8213 |
249
- | No log | 3.9208 | 396 | 0.7129 | 0.4616 | 0.7129 | 0.8443 |
250
- | No log | 3.9406 | 398 | 0.7236 | 0.4411 | 0.7236 | 0.8507 |
251
- | No log | 3.9604 | 400 | 0.7472 | 0.4264 | 0.7472 | 0.8644 |
252
- | No log | 3.9802 | 402 | 0.7541 | 0.4010 | 0.7541 | 0.8684 |
253
- | No log | 4.0 | 404 | 0.7287 | 0.4014 | 0.7287 | 0.8537 |
254
- | No log | 4.0198 | 406 | 0.7168 | 0.4405 | 0.7168 | 0.8466 |
255
- | No log | 4.0396 | 408 | 0.7370 | 0.4847 | 0.7370 | 0.8585 |
256
- | No log | 4.0594 | 410 | 0.7512 | 0.5292 | 0.7512 | 0.8667 |
257
- | No log | 4.0792 | 412 | 0.7458 | 0.5292 | 0.7458 | 0.8636 |
258
- | No log | 4.0990 | 414 | 0.7530 | 0.5255 | 0.7530 | 0.8677 |
259
- | No log | 4.1188 | 416 | 0.8489 | 0.5098 | 0.8489 | 0.9214 |
260
- | No log | 4.1386 | 418 | 0.8455 | 0.5098 | 0.8455 | 0.9195 |
261
- | No log | 4.1584 | 420 | 0.9500 | 0.5283 | 0.9500 | 0.9747 |
262
- | No log | 4.1782 | 422 | 0.9076 | 0.5394 | 0.9076 | 0.9527 |
263
- | No log | 4.1980 | 424 | 0.7689 | 0.5219 | 0.7689 | 0.8769 |
264
- | No log | 4.2178 | 426 | 0.6876 | 0.4630 | 0.6876 | 0.8292 |
265
- | No log | 4.2376 | 428 | 0.7002 | 0.5186 | 0.7002 | 0.8368 |
266
- | No log | 4.2574 | 430 | 0.7874 | 0.5447 | 0.7874 | 0.8874 |
267
- | No log | 4.2772 | 432 | 0.8222 | 0.5447 | 0.8222 | 0.9067 |
268
- | No log | 4.2970 | 434 | 0.7680 | 0.5035 | 0.7680 | 0.8763 |
269
- | No log | 4.3168 | 436 | 0.7151 | 0.4082 | 0.7151 | 0.8457 |
270
- | No log | 4.3366 | 438 | 0.7197 | 0.4373 | 0.7197 | 0.8483 |
271
- | No log | 4.3564 | 440 | 0.7345 | 0.3652 | 0.7345 | 0.8570 |
272
- | No log | 4.3762 | 442 | 0.7971 | 0.4928 | 0.7971 | 0.8928 |
273
- | No log | 4.3960 | 444 | 0.9100 | 0.5240 | 0.9100 | 0.9539 |
274
- | No log | 4.4158 | 446 | 0.8876 | 0.5134 | 0.8876 | 0.9421 |
275
- | No log | 4.4356 | 448 | 0.8312 | 0.4327 | 0.8312 | 0.9117 |
276
- | No log | 4.4554 | 450 | 0.8607 | 0.4203 | 0.8607 | 0.9278 |
277
- | No log | 4.4752 | 452 | 0.8513 | 0.4584 | 0.8513 | 0.9227 |
278
- | No log | 4.4950 | 454 | 0.8350 | 0.4581 | 0.8350 | 0.9138 |
279
- | No log | 4.5149 | 456 | 0.8262 | 0.4824 | 0.8262 | 0.9090 |
280
- | No log | 4.5347 | 458 | 0.7859 | 0.4836 | 0.7859 | 0.8865 |
281
- | No log | 4.5545 | 460 | 0.7778 | 0.5150 | 0.7778 | 0.8819 |
282
- | No log | 4.5743 | 462 | 0.7010 | 0.4613 | 0.7010 | 0.8373 |
283
- | No log | 4.5941 | 464 | 0.6772 | 0.5002 | 0.6772 | 0.8229 |
284
- | No log | 4.6139 | 466 | 0.7143 | 0.5618 | 0.7143 | 0.8452 |
285
- | No log | 4.6337 | 468 | 0.8196 | 0.5356 | 0.8196 | 0.9053 |
286
- | No log | 4.6535 | 470 | 0.8992 | 0.4667 | 0.8992 | 0.9483 |
287
- | No log | 4.6733 | 472 | 0.9110 | 0.4667 | 0.9110 | 0.9544 |
288
- | No log | 4.6931 | 474 | 0.8517 | 0.4885 | 0.8517 | 0.9229 |
289
- | No log | 4.7129 | 476 | 0.7685 | 0.5378 | 0.7685 | 0.8767 |
290
- | No log | 4.7327 | 478 | 0.7298 | 0.4768 | 0.7298 | 0.8543 |
291
- | No log | 4.7525 | 480 | 0.7260 | 0.4660 | 0.7260 | 0.8520 |
292
- | No log | 4.7723 | 482 | 0.7460 | 0.4168 | 0.7460 | 0.8637 |
293
- | No log | 4.7921 | 484 | 0.7676 | 0.4186 | 0.7676 | 0.8762 |
294
- | No log | 4.8119 | 486 | 0.8043 | 0.4893 | 0.8043 | 0.8968 |
295
- | No log | 4.8317 | 488 | 0.7834 | 0.5134 | 0.7834 | 0.8851 |
296
- | No log | 4.8515 | 490 | 0.7291 | 0.5407 | 0.7291 | 0.8539 |
297
- | No log | 4.8713 | 492 | 0.7182 | 0.5407 | 0.7182 | 0.8475 |
298
- | No log | 4.8911 | 494 | 0.7212 | 0.5291 | 0.7212 | 0.8492 |
299
- | No log | 4.9109 | 496 | 0.8045 | 0.5229 | 0.8045 | 0.8970 |
300
- | No log | 4.9307 | 498 | 0.8336 | 0.5227 | 0.8336 | 0.9130 |
301
- | 0.3485 | 4.9505 | 500 | 0.7940 | 0.5362 | 0.7940 | 0.8910 |
302
- | 0.3485 | 4.9703 | 502 | 0.7613 | 0.5362 | 0.7613 | 0.8725 |
303
- | 0.3485 | 4.9901 | 504 | 0.7045 | 0.5475 | 0.7045 | 0.8394 |
304
- | 0.3485 | 5.0099 | 506 | 0.6184 | 0.5856 | 0.6184 | 0.7864 |
305
- | 0.3485 | 5.0297 | 508 | 0.6174 | 0.6195 | 0.6174 | 0.7858 |
306
- | 0.3485 | 5.0495 | 510 | 0.6098 | 0.6316 | 0.6098 | 0.7809 |
307
- | 0.3485 | 5.0693 | 512 | 0.6254 | 0.5752 | 0.6254 | 0.7908 |
308
- | 0.3485 | 5.0891 | 514 | 0.7585 | 0.5844 | 0.7585 | 0.8709 |
309
- | 0.3485 | 5.1089 | 516 | 0.8167 | 0.5755 | 0.8167 | 0.9037 |
310
- | 0.3485 | 5.1287 | 518 | 0.8231 | 0.5755 | 0.8231 | 0.9073 |
311
- | 0.3485 | 5.1485 | 520 | 0.7708 | 0.5556 | 0.7708 | 0.8779 |
312
- | 0.3485 | 5.1683 | 522 | 0.6796 | 0.5035 | 0.6796 | 0.8244 |
313
- | 0.3485 | 5.1881 | 524 | 0.6479 | 0.5212 | 0.6479 | 0.8049 |
314
- | 0.3485 | 5.2079 | 526 | 0.6721 | 0.5291 | 0.6721 | 0.8198 |
315
- | 0.3485 | 5.2277 | 528 | 0.7648 | 0.5229 | 0.7648 | 0.8745 |
316
- | 0.3485 | 5.2475 | 530 | 0.8349 | 0.5229 | 0.8349 | 0.9137 |
317
 
318
 
319
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_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_k1_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: 0.5591
19
+ - Qwk: 0.6479
20
+ - Mse: 0.5591
21
+ - Rmse: 0.7477
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.2857 | 2 | 3.9029 | -0.0153 | 3.9029 | 1.9756 |
53
+ | No log | 0.5714 | 4 | 2.4790 | 0.0541 | 2.4790 | 1.5745 |
54
+ | No log | 0.8571 | 6 | 1.2095 | 0.0760 | 1.2095 | 1.0998 |
55
+ | No log | 1.1429 | 8 | 0.9903 | 0.2897 | 0.9903 | 0.9951 |
56
+ | No log | 1.4286 | 10 | 1.0652 | 0.0888 | 1.0652 | 1.0321 |
57
+ | No log | 1.7143 | 12 | 1.1097 | 0.0888 | 1.1097 | 1.0534 |
58
+ | No log | 2.0 | 14 | 1.1143 | 0.1713 | 1.1143 | 1.0556 |
59
+ | No log | 2.2857 | 16 | 1.4437 | 0.0196 | 1.4437 | 1.2016 |
60
+ | No log | 2.5714 | 18 | 1.2948 | 0.0196 | 1.2948 | 1.1379 |
61
+ | No log | 2.8571 | 20 | 1.1823 | 0.1058 | 1.1823 | 1.0873 |
62
+ | No log | 3.1429 | 22 | 0.9909 | 0.2616 | 0.9909 | 0.9955 |
63
+ | No log | 3.4286 | 24 | 0.9075 | 0.3041 | 0.9075 | 0.9526 |
64
+ | No log | 3.7143 | 26 | 0.7882 | 0.4416 | 0.7882 | 0.8878 |
65
+ | No log | 4.0 | 28 | 0.7233 | 0.5054 | 0.7233 | 0.8505 |
66
+ | No log | 4.2857 | 30 | 0.7493 | 0.4604 | 0.7493 | 0.8656 |
67
+ | No log | 4.5714 | 32 | 0.9637 | 0.4149 | 0.9637 | 0.9817 |
68
+ | No log | 4.8571 | 34 | 1.3570 | 0.2142 | 1.3570 | 1.1649 |
69
+ | No log | 5.1429 | 36 | 1.3356 | 0.2424 | 1.3356 | 1.1557 |
70
+ | No log | 5.4286 | 38 | 1.1192 | 0.3289 | 1.1192 | 1.0579 |
71
+ | No log | 5.7143 | 40 | 0.7064 | 0.5288 | 0.7064 | 0.8405 |
72
+ | No log | 6.0 | 42 | 0.8131 | 0.5006 | 0.8131 | 0.9017 |
73
+ | No log | 6.2857 | 44 | 0.7458 | 0.5243 | 0.7458 | 0.8636 |
74
+ | No log | 6.5714 | 46 | 0.7205 | 0.5434 | 0.7205 | 0.8488 |
75
+ | No log | 6.8571 | 48 | 1.2061 | 0.2727 | 1.2061 | 1.0982 |
76
+ | No log | 7.1429 | 50 | 1.3307 | 0.3050 | 1.3307 | 1.1536 |
77
+ | No log | 7.4286 | 52 | 0.9919 | 0.2618 | 0.9919 | 0.9959 |
78
+ | No log | 7.7143 | 54 | 0.6741 | 0.5396 | 0.6741 | 0.8210 |
79
+ | No log | 8.0 | 56 | 0.6682 | 0.6227 | 0.6682 | 0.8174 |
80
+ | No log | 8.2857 | 58 | 0.6560 | 0.6513 | 0.6560 | 0.8099 |
81
+ | No log | 8.5714 | 60 | 0.5671 | 0.6328 | 0.5671 | 0.7530 |
82
+ | No log | 8.8571 | 62 | 0.5550 | 0.5977 | 0.5550 | 0.7450 |
83
+ | No log | 9.1429 | 64 | 0.6480 | 0.5794 | 0.6480 | 0.8050 |
84
+ | No log | 9.4286 | 66 | 0.6524 | 0.5936 | 0.6524 | 0.8077 |
85
+ | No log | 9.7143 | 68 | 0.5621 | 0.6722 | 0.5621 | 0.7498 |
86
+ | No log | 10.0 | 70 | 0.5057 | 0.6899 | 0.5057 | 0.7111 |
87
+ | No log | 10.2857 | 72 | 0.5187 | 0.7128 | 0.5187 | 0.7202 |
88
+ | No log | 10.5714 | 74 | 0.5950 | 0.6957 | 0.5950 | 0.7713 |
89
+ | No log | 10.8571 | 76 | 0.8691 | 0.5470 | 0.8691 | 0.9322 |
90
+ | No log | 11.1429 | 78 | 1.1508 | 0.4954 | 1.1508 | 1.0728 |
91
+ | No log | 11.4286 | 80 | 1.0493 | 0.4767 | 1.0493 | 1.0243 |
92
+ | No log | 11.7143 | 82 | 0.6987 | 0.6715 | 0.6987 | 0.8359 |
93
+ | No log | 12.0 | 84 | 0.6875 | 0.6791 | 0.6875 | 0.8292 |
94
+ | No log | 12.2857 | 86 | 0.7229 | 0.6394 | 0.7229 | 0.8502 |
95
+ | No log | 12.5714 | 88 | 0.6364 | 0.6426 | 0.6364 | 0.7978 |
96
+ | No log | 12.8571 | 90 | 0.5690 | 0.6006 | 0.5690 | 0.7543 |
97
+ | No log | 13.1429 | 92 | 0.6737 | 0.6421 | 0.6737 | 0.8208 |
98
+ | No log | 13.4286 | 94 | 0.7395 | 0.5891 | 0.7395 | 0.8599 |
99
+ | No log | 13.7143 | 96 | 0.6816 | 0.6949 | 0.6816 | 0.8256 |
100
+ | No log | 14.0 | 98 | 0.5847 | 0.6306 | 0.5847 | 0.7646 |
101
+ | No log | 14.2857 | 100 | 0.5886 | 0.6537 | 0.5886 | 0.7672 |
102
+ | No log | 14.5714 | 102 | 0.6045 | 0.6257 | 0.6045 | 0.7775 |
103
+ | No log | 14.8571 | 104 | 0.5691 | 0.6326 | 0.5691 | 0.7544 |
104
+ | No log | 15.1429 | 106 | 0.5734 | 0.6177 | 0.5734 | 0.7572 |
105
+ | No log | 15.4286 | 108 | 0.5709 | 0.6773 | 0.5709 | 0.7556 |
106
+ | No log | 15.7143 | 110 | 0.5465 | 0.6544 | 0.5465 | 0.7392 |
107
+ | No log | 16.0 | 112 | 0.5479 | 0.7057 | 0.5479 | 0.7402 |
108
+ | No log | 16.2857 | 114 | 0.5467 | 0.6899 | 0.5467 | 0.7394 |
109
+ | No log | 16.5714 | 116 | 0.5212 | 0.7253 | 0.5212 | 0.7219 |
110
+ | No log | 16.8571 | 118 | 0.5222 | 0.6594 | 0.5222 | 0.7227 |
111
+ | No log | 17.1429 | 120 | 0.5628 | 0.6751 | 0.5628 | 0.7502 |
112
+ | No log | 17.4286 | 122 | 0.5819 | 0.6669 | 0.5819 | 0.7628 |
113
+ | No log | 17.7143 | 124 | 0.5327 | 0.6740 | 0.5327 | 0.7299 |
114
+ | No log | 18.0 | 126 | 0.5085 | 0.7036 | 0.5085 | 0.7131 |
115
+ | No log | 18.2857 | 128 | 0.5399 | 0.7187 | 0.5399 | 0.7348 |
116
+ | No log | 18.5714 | 130 | 0.5069 | 0.6845 | 0.5069 | 0.7119 |
117
+ | No log | 18.8571 | 132 | 0.5412 | 0.6302 | 0.5412 | 0.7357 |
118
+ | No log | 19.1429 | 134 | 0.5299 | 0.6606 | 0.5299 | 0.7280 |
119
+ | No log | 19.4286 | 136 | 0.4998 | 0.6896 | 0.4998 | 0.7070 |
120
+ | No log | 19.7143 | 138 | 0.5113 | 0.6903 | 0.5113 | 0.7150 |
121
+ | No log | 20.0 | 140 | 0.5230 | 0.6675 | 0.5230 | 0.7232 |
122
+ | No log | 20.2857 | 142 | 0.5062 | 0.6976 | 0.5062 | 0.7115 |
123
+ | No log | 20.5714 | 144 | 0.4973 | 0.7351 | 0.4973 | 0.7052 |
124
+ | No log | 20.8571 | 146 | 0.5255 | 0.6841 | 0.5255 | 0.7249 |
125
+ | No log | 21.1429 | 148 | 0.5456 | 0.6796 | 0.5456 | 0.7386 |
126
+ | No log | 21.4286 | 150 | 0.5440 | 0.7042 | 0.5440 | 0.7375 |
127
+ | No log | 21.7143 | 152 | 0.5137 | 0.7017 | 0.5137 | 0.7167 |
128
+ | No log | 22.0 | 154 | 0.5125 | 0.6622 | 0.5125 | 0.7159 |
129
+ | No log | 22.2857 | 156 | 0.5294 | 0.6743 | 0.5294 | 0.7276 |
130
+ | No log | 22.5714 | 158 | 0.5456 | 0.6601 | 0.5456 | 0.7387 |
131
+ | No log | 22.8571 | 160 | 0.5573 | 0.6187 | 0.5573 | 0.7465 |
132
+ | No log | 23.1429 | 162 | 0.5707 | 0.6207 | 0.5707 | 0.7555 |
133
+ | No log | 23.4286 | 164 | 0.5644 | 0.6593 | 0.5644 | 0.7513 |
134
+ | No log | 23.7143 | 166 | 0.5703 | 0.6667 | 0.5703 | 0.7552 |
135
+ | No log | 24.0 | 168 | 0.6173 | 0.6298 | 0.6173 | 0.7857 |
136
+ | No log | 24.2857 | 170 | 0.6510 | 0.6298 | 0.6510 | 0.8069 |
137
+ | No log | 24.5714 | 172 | 0.6150 | 0.6508 | 0.6150 | 0.7842 |
138
+ | No log | 24.8571 | 174 | 0.5896 | 0.6493 | 0.5896 | 0.7679 |
139
+ | No log | 25.1429 | 176 | 0.5948 | 0.6583 | 0.5948 | 0.7712 |
140
+ | No log | 25.4286 | 178 | 0.5975 | 0.6501 | 0.5975 | 0.7730 |
141
+ | No log | 25.7143 | 180 | 0.6674 | 0.6470 | 0.6674 | 0.8169 |
142
+ | No log | 26.0 | 182 | 0.7250 | 0.6074 | 0.7250 | 0.8515 |
143
+ | No log | 26.2857 | 184 | 0.7195 | 0.6074 | 0.7195 | 0.8482 |
144
+ | No log | 26.5714 | 186 | 0.6046 | 0.6516 | 0.6046 | 0.7776 |
145
+ | No log | 26.8571 | 188 | 0.5599 | 0.7071 | 0.5599 | 0.7483 |
146
+ | No log | 27.1429 | 190 | 0.5511 | 0.6518 | 0.5511 | 0.7424 |
147
+ | No log | 27.4286 | 192 | 0.5463 | 0.6518 | 0.5463 | 0.7391 |
148
+ | No log | 27.7143 | 194 | 0.5441 | 0.6966 | 0.5441 | 0.7377 |
149
+ | No log | 28.0 | 196 | 0.5522 | 0.7165 | 0.5522 | 0.7431 |
150
+ | No log | 28.2857 | 198 | 0.5499 | 0.7165 | 0.5499 | 0.7416 |
151
+ | No log | 28.5714 | 200 | 0.5430 | 0.6858 | 0.5430 | 0.7369 |
152
+ | No log | 28.8571 | 202 | 0.5372 | 0.7033 | 0.5372 | 0.7329 |
153
+ | No log | 29.1429 | 204 | 0.5309 | 0.6772 | 0.5309 | 0.7287 |
154
+ | No log | 29.4286 | 206 | 0.5324 | 0.6388 | 0.5324 | 0.7297 |
155
+ | No log | 29.7143 | 208 | 0.5328 | 0.6430 | 0.5328 | 0.7299 |
156
+ | No log | 30.0 | 210 | 0.5325 | 0.6796 | 0.5325 | 0.7297 |
157
+ | No log | 30.2857 | 212 | 0.5370 | 0.6452 | 0.5370 | 0.7328 |
158
+ | No log | 30.5714 | 214 | 0.5369 | 0.6858 | 0.5369 | 0.7328 |
159
+ | No log | 30.8571 | 216 | 0.5359 | 0.6466 | 0.5359 | 0.7320 |
160
+ | No log | 31.1429 | 218 | 0.5348 | 0.6332 | 0.5348 | 0.7313 |
161
+ | No log | 31.4286 | 220 | 0.5258 | 0.7009 | 0.5258 | 0.7251 |
162
+ | No log | 31.7143 | 222 | 0.5169 | 0.6464 | 0.5169 | 0.7189 |
163
+ | No log | 32.0 | 224 | 0.5286 | 0.6484 | 0.5286 | 0.7271 |
164
+ | No log | 32.2857 | 226 | 0.5441 | 0.6374 | 0.5441 | 0.7376 |
165
+ | No log | 32.5714 | 228 | 0.5690 | 0.7093 | 0.5690 | 0.7543 |
166
+ | No log | 32.8571 | 230 | 0.5530 | 0.7093 | 0.5530 | 0.7436 |
167
+ | No log | 33.1429 | 232 | 0.5289 | 0.7027 | 0.5289 | 0.7273 |
168
+ | No log | 33.4286 | 234 | 0.5140 | 0.6389 | 0.5140 | 0.7170 |
169
+ | No log | 33.7143 | 236 | 0.5194 | 0.6634 | 0.5194 | 0.7207 |
170
+ | No log | 34.0 | 238 | 0.5179 | 0.6114 | 0.5179 | 0.7197 |
171
+ | No log | 34.2857 | 240 | 0.5293 | 0.7035 | 0.5293 | 0.7275 |
172
+ | No log | 34.5714 | 242 | 0.5484 | 0.6845 | 0.5484 | 0.7405 |
173
+ | No log | 34.8571 | 244 | 0.5455 | 0.6838 | 0.5455 | 0.7386 |
174
+ | No log | 35.1429 | 246 | 0.5286 | 0.7080 | 0.5286 | 0.7271 |
175
+ | No log | 35.4286 | 248 | 0.5237 | 0.6647 | 0.5237 | 0.7236 |
176
+ | No log | 35.7143 | 250 | 0.5174 | 0.7222 | 0.5174 | 0.7193 |
177
+ | No log | 36.0 | 252 | 0.5141 | 0.7222 | 0.5141 | 0.7170 |
178
+ | No log | 36.2857 | 254 | 0.5105 | 0.7402 | 0.5105 | 0.7145 |
179
+ | No log | 36.5714 | 256 | 0.5051 | 0.6398 | 0.5051 | 0.7107 |
180
+ | No log | 36.8571 | 258 | 0.5046 | 0.6473 | 0.5046 | 0.7104 |
181
+ | No log | 37.1429 | 260 | 0.5217 | 0.6594 | 0.5217 | 0.7223 |
182
+ | No log | 37.4286 | 262 | 0.5488 | 0.6695 | 0.5488 | 0.7408 |
183
+ | No log | 37.7143 | 264 | 0.5675 | 0.6610 | 0.5675 | 0.7533 |
184
+ | No log | 38.0 | 266 | 0.5989 | 0.6452 | 0.5989 | 0.7739 |
185
+ | No log | 38.2857 | 268 | 0.5871 | 0.6725 | 0.5871 | 0.7662 |
186
+ | No log | 38.5714 | 270 | 0.5583 | 0.6676 | 0.5583 | 0.7472 |
187
+ | No log | 38.8571 | 272 | 0.5510 | 0.6681 | 0.5510 | 0.7423 |
188
+ | No log | 39.1429 | 274 | 0.5663 | 0.6687 | 0.5663 | 0.7525 |
189
+ | No log | 39.4286 | 276 | 0.5555 | 0.6451 | 0.5555 | 0.7453 |
190
+ | No log | 39.7143 | 278 | 0.5460 | 0.6482 | 0.5460 | 0.7389 |
191
+ | No log | 40.0 | 280 | 0.5649 | 0.6392 | 0.5649 | 0.7516 |
192
+ | No log | 40.2857 | 282 | 0.5600 | 0.6561 | 0.5600 | 0.7483 |
193
+ | No log | 40.5714 | 284 | 0.5712 | 0.6392 | 0.5712 | 0.7558 |
194
+ | No log | 40.8571 | 286 | 0.5601 | 0.6725 | 0.5601 | 0.7484 |
195
+ | No log | 41.1429 | 288 | 0.5475 | 0.6725 | 0.5475 | 0.7399 |
196
+ | No log | 41.4286 | 290 | 0.5313 | 0.6545 | 0.5313 | 0.7289 |
197
+ | No log | 41.7143 | 292 | 0.5237 | 0.6680 | 0.5237 | 0.7237 |
198
+ | No log | 42.0 | 294 | 0.5224 | 0.7141 | 0.5224 | 0.7228 |
199
+ | No log | 42.2857 | 296 | 0.5125 | 0.7034 | 0.5125 | 0.7159 |
200
+ | No log | 42.5714 | 298 | 0.5173 | 0.6858 | 0.5173 | 0.7193 |
201
+ | No log | 42.8571 | 300 | 0.5310 | 0.7041 | 0.5310 | 0.7287 |
202
+ | No log | 43.1429 | 302 | 0.5475 | 0.6716 | 0.5475 | 0.7399 |
203
+ | No log | 43.4286 | 304 | 0.5453 | 0.7001 | 0.5453 | 0.7385 |
204
+ | No log | 43.7143 | 306 | 0.5616 | 0.6644 | 0.5616 | 0.7494 |
205
+ | No log | 44.0 | 308 | 0.5511 | 0.6644 | 0.5511 | 0.7424 |
206
+ | No log | 44.2857 | 310 | 0.5296 | 0.6650 | 0.5296 | 0.7278 |
207
+ | No log | 44.5714 | 312 | 0.5447 | 0.6554 | 0.5447 | 0.7380 |
208
+ | No log | 44.8571 | 314 | 0.5772 | 0.6705 | 0.5772 | 0.7597 |
209
+ | No log | 45.1429 | 316 | 0.5719 | 0.6245 | 0.5719 | 0.7563 |
210
+ | No log | 45.4286 | 318 | 0.5389 | 0.7050 | 0.5389 | 0.7341 |
211
+ | No log | 45.7143 | 320 | 0.5304 | 0.6756 | 0.5304 | 0.7283 |
212
+ | No log | 46.0 | 322 | 0.5360 | 0.6733 | 0.5360 | 0.7322 |
213
+ | No log | 46.2857 | 324 | 0.5287 | 0.6725 | 0.5287 | 0.7271 |
214
+ | No log | 46.5714 | 326 | 0.5288 | 0.6835 | 0.5288 | 0.7272 |
215
+ | No log | 46.8571 | 328 | 0.5334 | 0.7206 | 0.5334 | 0.7304 |
216
+ | No log | 47.1429 | 330 | 0.5334 | 0.7106 | 0.5334 | 0.7303 |
217
+ | No log | 47.4286 | 332 | 0.5342 | 0.7070 | 0.5342 | 0.7309 |
218
+ | No log | 47.7143 | 334 | 0.5275 | 0.7501 | 0.5275 | 0.7263 |
219
+ | No log | 48.0 | 336 | 0.5292 | 0.6733 | 0.5292 | 0.7274 |
220
+ | No log | 48.2857 | 338 | 0.5367 | 0.6667 | 0.5367 | 0.7326 |
221
+ | No log | 48.5714 | 340 | 0.5370 | 0.6966 | 0.5370 | 0.7328 |
222
+ | No log | 48.8571 | 342 | 0.5328 | 0.6850 | 0.5328 | 0.7299 |
223
+ | No log | 49.1429 | 344 | 0.5382 | 0.7019 | 0.5382 | 0.7336 |
224
+ | No log | 49.4286 | 346 | 0.5352 | 0.6901 | 0.5352 | 0.7316 |
225
+ | No log | 49.7143 | 348 | 0.5311 | 0.6820 | 0.5311 | 0.7287 |
226
+ | No log | 50.0 | 350 | 0.5342 | 0.6789 | 0.5342 | 0.7309 |
227
+ | No log | 50.2857 | 352 | 0.5349 | 0.6781 | 0.5349 | 0.7314 |
228
+ | No log | 50.5714 | 354 | 0.5359 | 0.6923 | 0.5359 | 0.7321 |
229
+ | No log | 50.8571 | 356 | 0.5363 | 0.6614 | 0.5363 | 0.7323 |
230
+ | No log | 51.1429 | 358 | 0.5398 | 0.6986 | 0.5398 | 0.7347 |
231
+ | No log | 51.4286 | 360 | 0.5384 | 0.6882 | 0.5384 | 0.7338 |
232
+ | No log | 51.7143 | 362 | 0.5369 | 0.6955 | 0.5369 | 0.7327 |
233
+ | No log | 52.0 | 364 | 0.5372 | 0.6822 | 0.5372 | 0.7329 |
234
+ | No log | 52.2857 | 366 | 0.5329 | 0.6737 | 0.5329 | 0.7300 |
235
+ | No log | 52.5714 | 368 | 0.5312 | 0.7071 | 0.5312 | 0.7289 |
236
+ | No log | 52.8571 | 370 | 0.5309 | 0.7071 | 0.5309 | 0.7286 |
237
+ | No log | 53.1429 | 372 | 0.5301 | 0.6911 | 0.5301 | 0.7281 |
238
+ | No log | 53.4286 | 374 | 0.5363 | 0.6854 | 0.5363 | 0.7323 |
239
+ | No log | 53.7143 | 376 | 0.5586 | 0.6898 | 0.5586 | 0.7474 |
240
+ | No log | 54.0 | 378 | 0.5733 | 0.6322 | 0.5733 | 0.7572 |
241
+ | No log | 54.2857 | 380 | 0.5585 | 0.6536 | 0.5585 | 0.7473 |
242
+ | No log | 54.5714 | 382 | 0.5324 | 0.6858 | 0.5324 | 0.7296 |
243
+ | No log | 54.8571 | 384 | 0.5392 | 0.7179 | 0.5392 | 0.7343 |
244
+ | No log | 55.1429 | 386 | 0.5670 | 0.6743 | 0.5670 | 0.7530 |
245
+ | No log | 55.4286 | 388 | 0.5724 | 0.6512 | 0.5724 | 0.7565 |
246
+ | No log | 55.7143 | 390 | 0.5538 | 0.6845 | 0.5538 | 0.7442 |
247
+ | No log | 56.0 | 392 | 0.5311 | 0.6687 | 0.5311 | 0.7287 |
248
+ | No log | 56.2857 | 394 | 0.5285 | 0.6869 | 0.5285 | 0.7269 |
249
+ | No log | 56.5714 | 396 | 0.5322 | 0.6854 | 0.5322 | 0.7295 |
250
+ | No log | 56.8571 | 398 | 0.5273 | 0.6745 | 0.5273 | 0.7262 |
251
+ | No log | 57.1429 | 400 | 0.5207 | 0.6966 | 0.5207 | 0.7216 |
252
+ | No log | 57.4286 | 402 | 0.5276 | 0.6846 | 0.5276 | 0.7264 |
253
+ | No log | 57.7143 | 404 | 0.5526 | 0.6573 | 0.5526 | 0.7434 |
254
+ | No log | 58.0 | 406 | 0.5617 | 0.6340 | 0.5617 | 0.7495 |
255
+ | No log | 58.2857 | 408 | 0.5518 | 0.6677 | 0.5518 | 0.7429 |
256
+ | No log | 58.5714 | 410 | 0.5340 | 0.6830 | 0.5340 | 0.7308 |
257
+ | No log | 58.8571 | 412 | 0.5202 | 0.6924 | 0.5202 | 0.7212 |
258
+ | No log | 59.1429 | 414 | 0.5156 | 0.6841 | 0.5156 | 0.7180 |
259
+ | No log | 59.4286 | 416 | 0.5175 | 0.6507 | 0.5175 | 0.7194 |
260
+ | No log | 59.7143 | 418 | 0.5200 | 0.6547 | 0.5200 | 0.7211 |
261
+ | No log | 60.0 | 420 | 0.5225 | 0.6742 | 0.5225 | 0.7228 |
262
+ | No log | 60.2857 | 422 | 0.5203 | 0.6742 | 0.5203 | 0.7213 |
263
+ | No log | 60.5714 | 424 | 0.5190 | 0.7025 | 0.5190 | 0.7204 |
264
+ | No log | 60.8571 | 426 | 0.5226 | 0.6970 | 0.5226 | 0.7229 |
265
+ | No log | 61.1429 | 428 | 0.5250 | 0.6880 | 0.5250 | 0.7245 |
266
+ | No log | 61.4286 | 430 | 0.5284 | 0.6880 | 0.5284 | 0.7269 |
267
+ | No log | 61.7143 | 432 | 0.5234 | 0.7049 | 0.5234 | 0.7235 |
268
+ | No log | 62.0 | 434 | 0.5181 | 0.7193 | 0.5181 | 0.7198 |
269
+ | No log | 62.2857 | 436 | 0.5160 | 0.7025 | 0.5160 | 0.7183 |
270
+ | No log | 62.5714 | 438 | 0.5147 | 0.7025 | 0.5147 | 0.7174 |
271
+ | No log | 62.8571 | 440 | 0.5162 | 0.7025 | 0.5162 | 0.7184 |
272
+ | No log | 63.1429 | 442 | 0.5168 | 0.7025 | 0.5168 | 0.7189 |
273
+ | No log | 63.4286 | 444 | 0.5141 | 0.7025 | 0.5141 | 0.7170 |
274
+ | No log | 63.7143 | 446 | 0.5163 | 0.7005 | 0.5163 | 0.7186 |
275
+ | No log | 64.0 | 448 | 0.5249 | 0.6901 | 0.5249 | 0.7245 |
276
+ | No log | 64.2857 | 450 | 0.5334 | 0.6589 | 0.5334 | 0.7303 |
277
+ | No log | 64.5714 | 452 | 0.5408 | 0.6589 | 0.5408 | 0.7354 |
278
+ | No log | 64.8571 | 454 | 0.5379 | 0.6732 | 0.5379 | 0.7334 |
279
+ | No log | 65.1429 | 456 | 0.5274 | 0.6888 | 0.5274 | 0.7262 |
280
+ | No log | 65.4286 | 458 | 0.5272 | 0.6796 | 0.5272 | 0.7261 |
281
+ | No log | 65.7143 | 460 | 0.5385 | 0.6325 | 0.5385 | 0.7338 |
282
+ | No log | 66.0 | 462 | 0.5594 | 0.6581 | 0.5594 | 0.7480 |
283
+ | No log | 66.2857 | 464 | 0.5959 | 0.6590 | 0.5959 | 0.7719 |
284
+ | No log | 66.5714 | 466 | 0.6068 | 0.6590 | 0.6068 | 0.7790 |
285
+ | No log | 66.8571 | 468 | 0.5811 | 0.6479 | 0.5811 | 0.7623 |
286
+ | No log | 67.1429 | 470 | 0.5550 | 0.6581 | 0.5550 | 0.7450 |
287
+ | No log | 67.4286 | 472 | 0.5382 | 0.6581 | 0.5382 | 0.7336 |
288
+ | No log | 67.7143 | 474 | 0.5247 | 0.6745 | 0.5247 | 0.7244 |
289
+ | No log | 68.0 | 476 | 0.5214 | 0.6737 | 0.5214 | 0.7221 |
290
+ | No log | 68.2857 | 478 | 0.5225 | 0.6737 | 0.5225 | 0.7228 |
291
+ | No log | 68.5714 | 480 | 0.5242 | 0.6737 | 0.5242 | 0.7240 |
292
+ | No log | 68.8571 | 482 | 0.5285 | 0.6778 | 0.5285 | 0.7270 |
293
+ | No log | 69.1429 | 484 | 0.5312 | 0.6644 | 0.5312 | 0.7288 |
294
+ | No log | 69.4286 | 486 | 0.5378 | 0.6644 | 0.5378 | 0.7334 |
295
+ | No log | 69.7143 | 488 | 0.5430 | 0.6581 | 0.5430 | 0.7369 |
296
+ | No log | 70.0 | 490 | 0.5397 | 0.6644 | 0.5397 | 0.7347 |
297
+ | No log | 70.2857 | 492 | 0.5347 | 0.6499 | 0.5347 | 0.7313 |
298
+ | No log | 70.5714 | 494 | 0.5343 | 0.6499 | 0.5343 | 0.7310 |
299
+ | No log | 70.8571 | 496 | 0.5343 | 0.6667 | 0.5343 | 0.7310 |
300
+ | No log | 71.1429 | 498 | 0.5334 | 0.6667 | 0.5334 | 0.7303 |
301
+ | 0.2218 | 71.4286 | 500 | 0.5331 | 0.6667 | 0.5331 | 0.7301 |
302
+ | 0.2218 | 71.7143 | 502 | 0.5342 | 0.6667 | 0.5342 | 0.7309 |
303
+ | 0.2218 | 72.0 | 504 | 0.5387 | 0.6499 | 0.5387 | 0.7340 |
304
+ | 0.2218 | 72.2857 | 506 | 0.5468 | 0.6581 | 0.5468 | 0.7395 |
305
+ | 0.2218 | 72.5714 | 508 | 0.5547 | 0.6581 | 0.5547 | 0.7448 |
306
+ | 0.2218 | 72.8571 | 510 | 0.5591 | 0.6479 | 0.5591 | 0.7477 |
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions