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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task1_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task1_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.4905
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- - Qwk: 0.4375
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- - Mse: 1.4905
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- - Rmse: 1.2209
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  ## Model description
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@@ -47,258 +47,297 @@ 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 | 0.4 | 2 | 6.9282 | -0.0056 | 6.9282 | 2.6322 |
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- | No log | 0.8 | 4 | 4.6622 | 0.0455 | 4.6622 | 2.1592 |
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- | No log | 1.2 | 6 | 3.2342 | 0.0970 | 3.2342 | 1.7984 |
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- | No log | 1.6 | 8 | 3.0309 | 0.0510 | 3.0309 | 1.7410 |
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- | No log | 2.0 | 10 | 2.2738 | 0.0640 | 2.2738 | 1.5079 |
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- | No log | 2.4 | 12 | 1.9303 | 0.0885 | 1.9303 | 1.3894 |
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- | No log | 2.8 | 14 | 1.8525 | 0.1111 | 1.8525 | 1.3611 |
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- | No log | 3.2 | 16 | 1.7615 | 0.1524 | 1.7615 | 1.3272 |
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- | No log | 3.6 | 18 | 1.7716 | 0.1524 | 1.7716 | 1.3310 |
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- | No log | 4.0 | 20 | 1.7963 | 0.1132 | 1.7963 | 1.3403 |
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- | No log | 4.4 | 22 | 2.0293 | 0.1849 | 2.0293 | 1.4245 |
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- | No log | 4.8 | 24 | 2.1242 | 0.1667 | 2.1242 | 1.4575 |
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- | No log | 5.2 | 26 | 1.8903 | 0.2478 | 1.8903 | 1.3749 |
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- | No log | 5.6 | 28 | 1.6658 | 0.1869 | 1.6658 | 1.2907 |
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- | No log | 6.0 | 30 | 1.6141 | 0.1887 | 1.6141 | 1.2705 |
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- | No log | 6.4 | 32 | 1.6922 | 0.2883 | 1.6922 | 1.3009 |
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- | No log | 6.8 | 34 | 1.9839 | 0.2576 | 1.9839 | 1.4085 |
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- | No log | 7.2 | 36 | 2.4854 | 0.0795 | 2.4854 | 1.5765 |
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- | No log | 7.6 | 38 | 2.3763 | 0.0816 | 2.3763 | 1.5415 |
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- | No log | 8.0 | 40 | 1.7705 | 0.3281 | 1.7705 | 1.3306 |
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- | No log | 8.4 | 42 | 1.5137 | 0.3036 | 1.5137 | 1.2303 |
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- | No log | 8.8 | 44 | 1.4904 | 0.3036 | 1.4904 | 1.2208 |
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- | No log | 9.2 | 46 | 1.4533 | 0.2545 | 1.4533 | 1.2055 |
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- | No log | 9.6 | 48 | 1.4339 | 0.2385 | 1.4339 | 1.1974 |
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- | No log | 10.0 | 50 | 1.7883 | 0.3000 | 1.7883 | 1.3373 |
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- | No log | 10.4 | 52 | 2.0196 | 0.2308 | 2.0196 | 1.4211 |
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- | No log | 10.8 | 54 | 1.6670 | 0.2414 | 1.6670 | 1.2911 |
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- | No log | 11.2 | 56 | 1.4803 | 0.4310 | 1.4803 | 1.2167 |
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- | No log | 11.6 | 58 | 1.4608 | 0.4407 | 1.4608 | 1.2086 |
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- | No log | 12.0 | 60 | 1.4514 | 0.3966 | 1.4514 | 1.2047 |
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- | No log | 12.4 | 62 | 1.4587 | 0.4103 | 1.4587 | 1.2078 |
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- | No log | 12.8 | 64 | 1.4137 | 0.3590 | 1.4137 | 1.1890 |
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- | No log | 13.2 | 66 | 1.4262 | 0.3967 | 1.4262 | 1.1942 |
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- | No log | 13.6 | 68 | 1.4065 | 0.4032 | 1.4065 | 1.1860 |
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- | No log | 14.0 | 70 | 1.4716 | 0.352 | 1.4716 | 1.2131 |
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- | No log | 14.4 | 72 | 1.4749 | 0.3200 | 1.4749 | 1.2145 |
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- | No log | 14.8 | 74 | 1.4828 | 0.3252 | 1.4828 | 1.2177 |
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- | No log | 15.2 | 76 | 1.5413 | 0.2787 | 1.5413 | 1.2415 |
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- | No log | 15.6 | 78 | 1.4718 | 0.3390 | 1.4718 | 1.2132 |
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- | No log | 16.0 | 80 | 1.5350 | 0.3793 | 1.5350 | 1.2390 |
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- | No log | 16.4 | 82 | 1.5402 | 0.3826 | 1.5402 | 1.2410 |
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- | No log | 16.8 | 84 | 1.6388 | 0.2645 | 1.6388 | 1.2802 |
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- | No log | 17.2 | 86 | 1.7303 | 0.2951 | 1.7303 | 1.3154 |
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- | No log | 17.6 | 88 | 1.6450 | 0.2301 | 1.6450 | 1.2826 |
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- | No log | 18.0 | 90 | 1.6250 | 0.2162 | 1.6250 | 1.2748 |
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- | No log | 18.4 | 92 | 1.6419 | 0.2478 | 1.6419 | 1.2814 |
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- | No log | 18.8 | 94 | 1.6111 | 0.2832 | 1.6111 | 1.2693 |
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- | No log | 19.2 | 96 | 1.7177 | 0.2097 | 1.7177 | 1.3106 |
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- | No log | 19.6 | 98 | 1.8814 | 0.2239 | 1.8814 | 1.3717 |
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- | No log | 20.0 | 100 | 1.7871 | 0.2424 | 1.7871 | 1.3368 |
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- | No log | 20.4 | 102 | 1.5977 | 0.35 | 1.5977 | 1.2640 |
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- | No log | 20.8 | 104 | 1.6966 | 0.3387 | 1.6966 | 1.3025 |
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- | No log | 21.2 | 106 | 1.7717 | 0.2975 | 1.7717 | 1.3311 |
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- | No log | 21.6 | 108 | 1.5812 | 0.3802 | 1.5812 | 1.2575 |
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- | No log | 22.0 | 110 | 1.6199 | 0.2787 | 1.6199 | 1.2728 |
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- | No log | 22.4 | 112 | 1.9086 | 0.2774 | 1.9086 | 1.3815 |
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- | No log | 22.8 | 114 | 1.9595 | 0.2286 | 1.9595 | 1.3998 |
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- | No log | 23.2 | 116 | 1.7607 | 0.3206 | 1.7607 | 1.3269 |
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- | No log | 23.6 | 118 | 1.5093 | 0.3115 | 1.5093 | 1.2286 |
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- | No log | 24.0 | 120 | 1.4008 | 0.4068 | 1.4008 | 1.1835 |
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- | No log | 24.4 | 122 | 1.3788 | 0.3833 | 1.3788 | 1.1742 |
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- | No log | 24.8 | 124 | 1.4099 | 0.4228 | 1.4099 | 1.1874 |
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- | No log | 25.2 | 126 | 1.4563 | 0.4065 | 1.4563 | 1.2068 |
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- | No log | 25.6 | 128 | 1.5006 | 0.4032 | 1.5006 | 1.2250 |
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- | No log | 26.0 | 130 | 1.4934 | 0.4409 | 1.4934 | 1.2221 |
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- | No log | 26.4 | 132 | 1.4822 | 0.4409 | 1.4822 | 1.2174 |
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- | No log | 26.8 | 134 | 1.4217 | 0.4603 | 1.4217 | 1.1924 |
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- | No log | 27.2 | 136 | 1.3737 | 0.4762 | 1.3737 | 1.1721 |
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- | No log | 27.6 | 138 | 1.3813 | 0.4194 | 1.3813 | 1.1753 |
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- | No log | 28.0 | 140 | 1.4726 | 0.4444 | 1.4726 | 1.2135 |
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- | No log | 28.4 | 142 | 1.5088 | 0.4444 | 1.5088 | 1.2283 |
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- | No log | 28.8 | 144 | 1.4319 | 0.5156 | 1.4319 | 1.1966 |
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- | No log | 29.2 | 146 | 1.3732 | 0.4167 | 1.3732 | 1.1718 |
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- | No log | 29.6 | 148 | 1.4002 | 0.4167 | 1.4002 | 1.1833 |
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- | No log | 30.0 | 150 | 1.4081 | 0.3419 | 1.4081 | 1.1866 |
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- | No log | 30.4 | 152 | 1.4327 | 0.3419 | 1.4327 | 1.1970 |
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- | No log | 30.8 | 154 | 1.4183 | 0.3559 | 1.4183 | 1.1909 |
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- | No log | 31.2 | 156 | 1.4131 | 0.4098 | 1.4131 | 1.1887 |
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- | No log | 31.6 | 158 | 1.3882 | 0.4480 | 1.3882 | 1.1782 |
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- | No log | 32.0 | 160 | 1.4007 | 0.4882 | 1.4007 | 1.1835 |
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- | No log | 32.4 | 162 | 1.4469 | 0.4341 | 1.4469 | 1.2029 |
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- | No log | 32.8 | 164 | 1.4245 | 0.4341 | 1.4245 | 1.1935 |
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- | No log | 33.2 | 166 | 1.4647 | 0.4427 | 1.4647 | 1.2102 |
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- | No log | 33.6 | 168 | 1.5992 | 0.4122 | 1.5992 | 1.2646 |
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- | No log | 34.0 | 170 | 1.6327 | 0.3511 | 1.6327 | 1.2778 |
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- | No log | 34.4 | 172 | 1.5716 | 0.3846 | 1.5716 | 1.2536 |
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- | No log | 34.8 | 174 | 1.4142 | 0.4409 | 1.4142 | 1.1892 |
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- | No log | 35.2 | 176 | 1.3068 | 0.4839 | 1.3068 | 1.1432 |
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- | No log | 35.6 | 178 | 1.3181 | 0.4839 | 1.3181 | 1.1481 |
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- | No log | 36.0 | 180 | 1.3539 | 0.4355 | 1.3539 | 1.1636 |
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- | No log | 36.4 | 182 | 1.5086 | 0.4275 | 1.5086 | 1.2282 |
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- | No log | 36.8 | 184 | 1.6572 | 0.3030 | 1.6572 | 1.2873 |
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- | No log | 37.2 | 186 | 1.7095 | 0.3066 | 1.7095 | 1.3075 |
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- | No log | 37.6 | 188 | 1.5720 | 0.3846 | 1.5720 | 1.2538 |
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- | No log | 38.0 | 190 | 1.4936 | 0.4186 | 1.4936 | 1.2221 |
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- | No log | 38.4 | 192 | 1.3582 | 0.5156 | 1.3582 | 1.1654 |
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- | No log | 38.8 | 194 | 1.2922 | 0.4844 | 1.2922 | 1.1368 |
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- | No log | 39.2 | 196 | 1.3023 | 0.4844 | 1.3023 | 1.1412 |
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- | No log | 39.6 | 198 | 1.4192 | 0.5271 | 1.4192 | 1.1913 |
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- | No log | 40.0 | 200 | 1.5491 | 0.3817 | 1.5491 | 1.2446 |
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- | No log | 40.4 | 202 | 1.5855 | 0.3788 | 1.5855 | 1.2592 |
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- | No log | 40.8 | 204 | 1.4773 | 0.4651 | 1.4773 | 1.2154 |
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- | No log | 41.2 | 206 | 1.2989 | 0.5116 | 1.2989 | 1.1397 |
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- | No log | 41.6 | 208 | 1.2612 | 0.5469 | 1.2612 | 1.1230 |
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- | No log | 42.0 | 210 | 1.3278 | 0.5079 | 1.3278 | 1.1523 |
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- | No log | 42.4 | 212 | 1.4303 | 0.4882 | 1.4303 | 1.1960 |
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- | No log | 42.8 | 214 | 1.4738 | 0.4603 | 1.4738 | 1.2140 |
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- | No log | 43.2 | 216 | 1.4097 | 0.5079 | 1.4097 | 1.1873 |
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- | No log | 43.6 | 218 | 1.3778 | 0.4960 | 1.3778 | 1.1738 |
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- | No log | 44.0 | 220 | 1.3702 | 0.5079 | 1.3702 | 1.1705 |
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- | No log | 44.4 | 222 | 1.3623 | 0.5079 | 1.3623 | 1.1672 |
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- | No log | 44.8 | 224 | 1.3908 | 0.5079 | 1.3908 | 1.1793 |
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- | No log | 45.2 | 226 | 1.4195 | 0.5079 | 1.4195 | 1.1914 |
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- | No log | 45.6 | 228 | 1.4467 | 0.5156 | 1.4467 | 1.2028 |
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- | No log | 46.0 | 230 | 1.3565 | 0.5079 | 1.3565 | 1.1647 |
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- | No log | 46.4 | 232 | 1.2714 | 0.5039 | 1.2714 | 1.1276 |
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- | No log | 46.8 | 234 | 1.2824 | 0.5039 | 1.2824 | 1.1324 |
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- | No log | 47.2 | 236 | 1.3544 | 0.5197 | 1.3544 | 1.1638 |
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- | No log | 47.6 | 238 | 1.3516 | 0.5197 | 1.3516 | 1.1626 |
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- | No log | 48.0 | 240 | 1.3075 | 0.5197 | 1.3075 | 1.1434 |
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- | No log | 48.4 | 242 | 1.2218 | 0.5312 | 1.2218 | 1.1053 |
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- | No log | 48.8 | 244 | 1.1688 | 0.5581 | 1.1688 | 1.0811 |
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- | No log | 49.2 | 246 | 1.1821 | 0.5354 | 1.1821 | 1.0872 |
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- | No log | 49.6 | 248 | 1.2543 | 0.5312 | 1.2543 | 1.1200 |
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- | No log | 50.0 | 250 | 1.3755 | 0.5039 | 1.3755 | 1.1728 |
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- | No log | 50.4 | 252 | 1.4233 | 0.4961 | 1.4233 | 1.1930 |
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- | No log | 50.8 | 254 | 1.3893 | 0.5312 | 1.3893 | 1.1787 |
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- | No log | 51.2 | 256 | 1.3455 | 0.5312 | 1.3455 | 1.1599 |
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- | No log | 51.6 | 258 | 1.3762 | 0.5312 | 1.3762 | 1.1731 |
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- | No log | 52.0 | 260 | 1.4081 | 0.5312 | 1.4081 | 1.1866 |
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- | No log | 52.4 | 262 | 1.4492 | 0.4688 | 1.4492 | 1.2038 |
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- | No log | 52.8 | 264 | 1.4602 | 0.4603 | 1.4602 | 1.2084 |
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- | No log | 53.2 | 266 | 1.4558 | 0.4480 | 1.4558 | 1.2066 |
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- | No log | 53.6 | 268 | 1.3969 | 0.5039 | 1.3969 | 1.1819 |
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- | No log | 54.0 | 270 | 1.3613 | 0.4762 | 1.3613 | 1.1667 |
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- | No log | 54.4 | 272 | 1.3481 | 0.4762 | 1.3481 | 1.1611 |
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- | No log | 54.8 | 274 | 1.3963 | 0.4762 | 1.3963 | 1.1817 |
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- | No log | 55.2 | 276 | 1.4847 | 0.4341 | 1.4847 | 1.2185 |
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- | No log | 55.6 | 278 | 1.5102 | 0.4308 | 1.5102 | 1.2289 |
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- | No log | 56.0 | 280 | 1.4976 | 0.4308 | 1.4976 | 1.2238 |
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- | No log | 56.4 | 282 | 1.4125 | 0.4806 | 1.4125 | 1.1885 |
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- | No log | 56.8 | 284 | 1.3006 | 0.5426 | 1.3006 | 1.1404 |
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- | No log | 57.2 | 286 | 1.2451 | 0.5581 | 1.2451 | 1.1159 |
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- | No log | 57.6 | 288 | 1.2269 | 0.5312 | 1.2269 | 1.1077 |
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- | No log | 58.0 | 290 | 1.2395 | 0.5426 | 1.2395 | 1.1133 |
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- | No log | 58.4 | 292 | 1.2730 | 0.5426 | 1.2730 | 1.1283 |
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- | No log | 58.8 | 294 | 1.3063 | 0.5469 | 1.3063 | 1.1429 |
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- | No log | 59.2 | 296 | 1.2692 | 0.5426 | 1.2692 | 1.1266 |
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- | No log | 59.6 | 298 | 1.2395 | 0.5426 | 1.2395 | 1.1133 |
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- | No log | 60.0 | 300 | 1.2607 | 0.5426 | 1.2607 | 1.1228 |
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- | No log | 60.4 | 302 | 1.2741 | 0.5426 | 1.2741 | 1.1288 |
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- | No log | 60.8 | 304 | 1.3379 | 0.5156 | 1.3379 | 1.1567 |
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- | No log | 61.2 | 306 | 1.3836 | 0.4921 | 1.3836 | 1.1763 |
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- | No log | 61.6 | 308 | 1.3378 | 0.5156 | 1.3378 | 1.1566 |
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- | No log | 62.0 | 310 | 1.2870 | 0.5156 | 1.2870 | 1.1345 |
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- | No log | 62.4 | 312 | 1.2754 | 0.5156 | 1.2754 | 1.1293 |
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- | No log | 62.8 | 314 | 1.2907 | 0.5156 | 1.2907 | 1.1361 |
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- | No log | 63.2 | 316 | 1.3637 | 0.5426 | 1.3637 | 1.1678 |
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- | No log | 63.6 | 318 | 1.4258 | 0.4580 | 1.4258 | 1.1941 |
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- | No log | 64.0 | 320 | 1.4747 | 0.4308 | 1.4747 | 1.2144 |
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- | No log | 64.4 | 322 | 1.5432 | 0.4122 | 1.5432 | 1.2423 |
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- | No log | 64.8 | 324 | 1.5548 | 0.4122 | 1.5548 | 1.2469 |
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- | No log | 65.2 | 326 | 1.4968 | 0.4341 | 1.4968 | 1.2234 |
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- | No log | 65.6 | 328 | 1.4387 | 0.4688 | 1.4387 | 1.1995 |
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- | No log | 66.0 | 330 | 1.4038 | 0.4651 | 1.4038 | 1.1848 |
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- | No log | 66.4 | 332 | 1.4136 | 0.4688 | 1.4136 | 1.1890 |
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- | No log | 66.8 | 334 | 1.4047 | 0.4724 | 1.4047 | 1.1852 |
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- | No log | 67.2 | 336 | 1.3803 | 0.4603 | 1.3803 | 1.1749 |
220
- | No log | 67.6 | 338 | 1.3524 | 0.4567 | 1.3524 | 1.1629 |
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- | No log | 68.0 | 340 | 1.3253 | 0.496 | 1.3253 | 1.1512 |
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- | No log | 68.4 | 342 | 1.3249 | 0.496 | 1.3249 | 1.1510 |
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- | No log | 68.8 | 344 | 1.3579 | 0.4127 | 1.3579 | 1.1653 |
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- | No log | 69.2 | 346 | 1.4065 | 0.3968 | 1.4065 | 1.1860 |
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- | No log | 69.6 | 348 | 1.4921 | 0.4031 | 1.4921 | 1.2215 |
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- | No log | 70.0 | 350 | 1.5552 | 0.3692 | 1.5552 | 1.2471 |
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- | No log | 70.4 | 352 | 1.5678 | 0.3692 | 1.5678 | 1.2521 |
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- | No log | 70.8 | 354 | 1.5170 | 0.3692 | 1.5170 | 1.2317 |
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- | No log | 71.2 | 356 | 1.4601 | 0.4127 | 1.4601 | 1.2084 |
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- | No log | 71.6 | 358 | 1.4357 | 0.4409 | 1.4357 | 1.1982 |
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- | No log | 72.0 | 360 | 1.4438 | 0.4762 | 1.4438 | 1.2016 |
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- | No log | 72.4 | 362 | 1.4841 | 0.4480 | 1.4841 | 1.2182 |
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- | No log | 72.8 | 364 | 1.5466 | 0.4252 | 1.5466 | 1.2436 |
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- | No log | 73.2 | 366 | 1.5920 | 0.3906 | 1.5920 | 1.2618 |
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- | No log | 73.6 | 368 | 1.5749 | 0.4252 | 1.5749 | 1.2550 |
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- | No log | 74.0 | 370 | 1.5461 | 0.4286 | 1.5461 | 1.2434 |
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- | No log | 74.4 | 372 | 1.5001 | 0.4286 | 1.5001 | 1.2248 |
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- | No log | 74.8 | 374 | 1.4959 | 0.4286 | 1.4959 | 1.2231 |
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- | No log | 75.2 | 376 | 1.5316 | 0.4286 | 1.5316 | 1.2376 |
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- | No log | 75.6 | 378 | 1.5740 | 0.3566 | 1.5740 | 1.2546 |
241
- | No log | 76.0 | 380 | 1.5997 | 0.3566 | 1.5997 | 1.2648 |
242
- | No log | 76.4 | 382 | 1.6098 | 0.3566 | 1.6098 | 1.2688 |
243
- | No log | 76.8 | 384 | 1.6246 | 0.3566 | 1.6246 | 1.2746 |
244
- | No log | 77.2 | 386 | 1.6268 | 0.3692 | 1.6268 | 1.2754 |
245
- | No log | 77.6 | 388 | 1.6112 | 0.3566 | 1.6112 | 1.2693 |
246
- | No log | 78.0 | 390 | 1.6188 | 0.3566 | 1.6188 | 1.2723 |
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- | No log | 78.4 | 392 | 1.6041 | 0.3566 | 1.6041 | 1.2665 |
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- | No log | 78.8 | 394 | 1.5580 | 0.3906 | 1.5580 | 1.2482 |
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- | No log | 79.2 | 396 | 1.5186 | 0.4219 | 1.5186 | 1.2323 |
250
- | No log | 79.6 | 398 | 1.4820 | 0.4286 | 1.4820 | 1.2174 |
251
- | No log | 80.0 | 400 | 1.4690 | 0.4286 | 1.4690 | 1.2120 |
252
- | No log | 80.4 | 402 | 1.4689 | 0.4286 | 1.4689 | 1.2120 |
253
- | No log | 80.8 | 404 | 1.4645 | 0.4286 | 1.4645 | 1.2102 |
254
- | No log | 81.2 | 406 | 1.4615 | 0.4286 | 1.4615 | 1.2089 |
255
- | No log | 81.6 | 408 | 1.4625 | 0.4286 | 1.4625 | 1.2093 |
256
- | No log | 82.0 | 410 | 1.4806 | 0.4286 | 1.4806 | 1.2168 |
257
- | No log | 82.4 | 412 | 1.5072 | 0.4286 | 1.5072 | 1.2277 |
258
- | No log | 82.8 | 414 | 1.5155 | 0.4252 | 1.5155 | 1.2311 |
259
- | No log | 83.2 | 416 | 1.5003 | 0.4286 | 1.5003 | 1.2249 |
260
- | No log | 83.6 | 418 | 1.4845 | 0.4286 | 1.4845 | 1.2184 |
261
- | No log | 84.0 | 420 | 1.4917 | 0.4286 | 1.4917 | 1.2214 |
262
- | No log | 84.4 | 422 | 1.4978 | 0.4286 | 1.4978 | 1.2238 |
263
- | No log | 84.8 | 424 | 1.5021 | 0.4286 | 1.5021 | 1.2256 |
264
- | No log | 85.2 | 426 | 1.5129 | 0.4252 | 1.5129 | 1.2300 |
265
- | No log | 85.6 | 428 | 1.5225 | 0.4252 | 1.5225 | 1.2339 |
266
- | No log | 86.0 | 430 | 1.5216 | 0.4252 | 1.5216 | 1.2335 |
267
- | No log | 86.4 | 432 | 1.5251 | 0.4252 | 1.5251 | 1.2350 |
268
- | No log | 86.8 | 434 | 1.5255 | 0.4252 | 1.5255 | 1.2351 |
269
- | No log | 87.2 | 436 | 1.5105 | 0.4219 | 1.5105 | 1.2290 |
270
- | No log | 87.6 | 438 | 1.5008 | 0.4219 | 1.5008 | 1.2251 |
271
- | No log | 88.0 | 440 | 1.4849 | 0.4219 | 1.4849 | 1.2186 |
272
- | No log | 88.4 | 442 | 1.4561 | 0.4252 | 1.4561 | 1.2067 |
273
- | No log | 88.8 | 444 | 1.4312 | 0.4724 | 1.4312 | 1.1963 |
274
- | No log | 89.2 | 446 | 1.4146 | 0.4724 | 1.4146 | 1.1894 |
275
- | No log | 89.6 | 448 | 1.4060 | 0.4724 | 1.4060 | 1.1858 |
276
- | No log | 90.0 | 450 | 1.4035 | 0.4724 | 1.4035 | 1.1847 |
277
- | No log | 90.4 | 452 | 1.3963 | 0.4724 | 1.3963 | 1.1817 |
278
- | No log | 90.8 | 454 | 1.3937 | 0.4724 | 1.3937 | 1.1806 |
279
- | No log | 91.2 | 456 | 1.3922 | 0.4762 | 1.3922 | 1.1799 |
280
- | No log | 91.6 | 458 | 1.4011 | 0.4762 | 1.4011 | 1.1837 |
281
- | No log | 92.0 | 460 | 1.4063 | 0.4762 | 1.4063 | 1.1859 |
282
- | No log | 92.4 | 462 | 1.4200 | 0.4286 | 1.4200 | 1.1916 |
283
- | No log | 92.8 | 464 | 1.4296 | 0.4252 | 1.4296 | 1.1957 |
284
- | No log | 93.2 | 466 | 1.4387 | 0.4252 | 1.4387 | 1.1994 |
285
- | No log | 93.6 | 468 | 1.4552 | 0.4531 | 1.4552 | 1.2063 |
286
- | No log | 94.0 | 470 | 1.4797 | 0.4651 | 1.4797 | 1.2164 |
287
- | No log | 94.4 | 472 | 1.5017 | 0.4651 | 1.5017 | 1.2254 |
288
- | No log | 94.8 | 474 | 1.5206 | 0.4308 | 1.5206 | 1.2331 |
289
- | No log | 95.2 | 476 | 1.5410 | 0.4308 | 1.5410 | 1.2414 |
290
- | No log | 95.6 | 478 | 1.5531 | 0.4308 | 1.5531 | 1.2462 |
291
- | No log | 96.0 | 480 | 1.5550 | 0.4308 | 1.5550 | 1.2470 |
292
- | No log | 96.4 | 482 | 1.5513 | 0.4308 | 1.5513 | 1.2455 |
293
- | No log | 96.8 | 484 | 1.5418 | 0.4308 | 1.5418 | 1.2417 |
294
- | No log | 97.2 | 486 | 1.5292 | 0.4688 | 1.5292 | 1.2366 |
295
- | No log | 97.6 | 488 | 1.5179 | 0.4688 | 1.5179 | 1.2320 |
296
- | No log | 98.0 | 490 | 1.5100 | 0.4651 | 1.5100 | 1.2288 |
297
- | No log | 98.4 | 492 | 1.5027 | 0.4651 | 1.5027 | 1.2258 |
298
- | No log | 98.8 | 494 | 1.4963 | 0.4375 | 1.4963 | 1.2232 |
299
- | No log | 99.2 | 496 | 1.4932 | 0.4375 | 1.4932 | 1.2220 |
300
- | No log | 99.6 | 498 | 1.4915 | 0.4375 | 1.4915 | 1.2213 |
301
- | 0.2698 | 100.0 | 500 | 1.4905 | 0.4375 | 1.4905 | 1.2209 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
302
 
303
 
304
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task1_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.0372
19
+ - Qwk: 0.5714
20
+ - Mse: 1.0372
21
+ - Rmse: 1.0184
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.2222 | 2 | 6.8578 | 0.0308 | 6.8578 | 2.6187 |
53
+ | No log | 0.4444 | 4 | 4.6217 | 0.0455 | 4.6217 | 2.1498 |
54
+ | No log | 0.6667 | 6 | 3.2807 | 0.0546 | 3.2807 | 1.8113 |
55
+ | No log | 0.8889 | 8 | 3.5359 | -0.0108 | 3.5359 | 1.8804 |
56
+ | No log | 1.1111 | 10 | 2.7983 | -0.0444 | 2.7983 | 1.6728 |
57
+ | No log | 1.3333 | 12 | 2.0670 | 0.1176 | 2.0670 | 1.4377 |
58
+ | No log | 1.5556 | 14 | 1.7257 | 0.2037 | 1.7257 | 1.3136 |
59
+ | No log | 1.7778 | 16 | 1.7476 | 0.25 | 1.7476 | 1.3220 |
60
+ | No log | 2.0 | 18 | 1.9238 | 0.2992 | 1.9238 | 1.3870 |
61
+ | No log | 2.2222 | 20 | 1.8263 | 0.3692 | 1.8263 | 1.3514 |
62
+ | No log | 2.4444 | 22 | 1.5323 | 0.4127 | 1.5323 | 1.2379 |
63
+ | No log | 2.6667 | 24 | 1.3259 | 0.2364 | 1.3259 | 1.1515 |
64
+ | No log | 2.8889 | 26 | 1.6415 | 0.2182 | 1.6415 | 1.2812 |
65
+ | No log | 3.1111 | 28 | 1.4552 | 0.2982 | 1.4552 | 1.2063 |
66
+ | No log | 3.3333 | 30 | 1.0870 | 0.5271 | 1.0870 | 1.0426 |
67
+ | No log | 3.5556 | 32 | 1.2188 | 0.5493 | 1.2188 | 1.1040 |
68
+ | No log | 3.7778 | 34 | 1.1263 | 0.5775 | 1.1263 | 1.0613 |
69
+ | No log | 4.0 | 36 | 1.0219 | 0.6074 | 1.0219 | 1.0109 |
70
+ | No log | 4.2222 | 38 | 0.9976 | 0.6519 | 0.9976 | 0.9988 |
71
+ | No log | 4.4444 | 40 | 1.1445 | 0.5548 | 1.1445 | 1.0698 |
72
+ | No log | 4.6667 | 42 | 1.1721 | 0.5963 | 1.1721 | 1.0827 |
73
+ | No log | 4.8889 | 44 | 0.9559 | 0.6479 | 0.9559 | 0.9777 |
74
+ | No log | 5.1111 | 46 | 1.1124 | 0.5985 | 1.1124 | 1.0547 |
75
+ | No log | 5.3333 | 48 | 1.0382 | 0.6119 | 1.0382 | 1.0189 |
76
+ | No log | 5.5556 | 50 | 0.8116 | 0.7 | 0.8116 | 0.9009 |
77
+ | No log | 5.7778 | 52 | 0.8416 | 0.7183 | 0.8416 | 0.9174 |
78
+ | No log | 6.0 | 54 | 0.8945 | 0.6815 | 0.8945 | 0.9458 |
79
+ | No log | 6.2222 | 56 | 0.9174 | 0.6423 | 0.9174 | 0.9578 |
80
+ | No log | 6.4444 | 58 | 1.0776 | 0.5263 | 1.0776 | 1.0381 |
81
+ | No log | 6.6667 | 60 | 1.1476 | 0.5224 | 1.1476 | 1.0712 |
82
+ | No log | 6.8889 | 62 | 0.9633 | 0.6377 | 0.9633 | 0.9815 |
83
+ | No log | 7.1111 | 64 | 0.9754 | 0.6761 | 0.9754 | 0.9876 |
84
+ | No log | 7.3333 | 66 | 1.0304 | 0.6241 | 1.0304 | 1.0151 |
85
+ | No log | 7.5556 | 68 | 0.9863 | 0.6519 | 0.9863 | 0.9931 |
86
+ | No log | 7.7778 | 70 | 1.0885 | 0.5736 | 1.0885 | 1.0433 |
87
+ | No log | 8.0 | 72 | 1.4353 | 0.4252 | 1.4353 | 1.1980 |
88
+ | No log | 8.2222 | 74 | 1.3511 | 0.4567 | 1.3511 | 1.1624 |
89
+ | No log | 8.4444 | 76 | 1.0689 | 0.5161 | 1.0689 | 1.0339 |
90
+ | No log | 8.6667 | 78 | 1.0222 | 0.576 | 1.0222 | 1.0110 |
91
+ | No log | 8.8889 | 80 | 0.9871 | 0.6047 | 0.9871 | 0.9936 |
92
+ | No log | 9.1111 | 82 | 1.0996 | 0.5954 | 1.0996 | 1.0486 |
93
+ | No log | 9.3333 | 84 | 1.2094 | 0.5802 | 1.2094 | 1.0997 |
94
+ | No log | 9.5556 | 86 | 1.3074 | 0.5 | 1.3074 | 1.1434 |
95
+ | No log | 9.7778 | 88 | 1.3668 | 0.4733 | 1.3668 | 1.1691 |
96
+ | No log | 10.0 | 90 | 1.0939 | 0.6154 | 1.0939 | 1.0459 |
97
+ | No log | 10.2222 | 92 | 0.9013 | 0.7299 | 0.9013 | 0.9494 |
98
+ | No log | 10.4444 | 94 | 0.8712 | 0.7391 | 0.8712 | 0.9334 |
99
+ | No log | 10.6667 | 96 | 1.0158 | 0.5735 | 1.0158 | 1.0079 |
100
+ | No log | 10.8889 | 98 | 1.1644 | 0.4928 | 1.1644 | 1.0791 |
101
+ | No log | 11.1111 | 100 | 1.2251 | 0.5106 | 1.2251 | 1.1069 |
102
+ | No log | 11.3333 | 102 | 1.0808 | 0.5594 | 1.0808 | 1.0396 |
103
+ | No log | 11.5556 | 104 | 0.8490 | 0.6806 | 0.8490 | 0.9214 |
104
+ | No log | 11.7778 | 106 | 0.8732 | 0.6806 | 0.8732 | 0.9345 |
105
+ | No log | 12.0 | 108 | 0.9510 | 0.6619 | 0.9510 | 0.9752 |
106
+ | No log | 12.2222 | 110 | 1.2357 | 0.4853 | 1.2357 | 1.1116 |
107
+ | No log | 12.4444 | 112 | 1.2942 | 0.4511 | 1.2942 | 1.1376 |
108
+ | No log | 12.6667 | 114 | 1.0644 | 0.6119 | 1.0644 | 1.0317 |
109
+ | No log | 12.8889 | 116 | 0.9928 | 0.6370 | 0.9928 | 0.9964 |
110
+ | No log | 13.1111 | 118 | 0.9832 | 0.6119 | 0.9832 | 0.9916 |
111
+ | No log | 13.3333 | 120 | 1.0916 | 0.5926 | 1.0916 | 1.0448 |
112
+ | No log | 13.5556 | 122 | 1.1692 | 0.5612 | 1.1692 | 1.0813 |
113
+ | No log | 13.7778 | 124 | 1.0298 | 0.6043 | 1.0298 | 1.0148 |
114
+ | No log | 14.0 | 126 | 0.9028 | 0.6569 | 0.9028 | 0.9501 |
115
+ | No log | 14.2222 | 128 | 0.9548 | 0.6061 | 0.9548 | 0.9771 |
116
+ | No log | 14.4444 | 130 | 1.1279 | 0.5426 | 1.1279 | 1.0620 |
117
+ | No log | 14.6667 | 132 | 1.1766 | 0.5191 | 1.1766 | 1.0847 |
118
+ | No log | 14.8889 | 134 | 1.3029 | 0.4848 | 1.3029 | 1.1414 |
119
+ | No log | 15.1111 | 136 | 1.2368 | 0.5113 | 1.2368 | 1.1121 |
120
+ | No log | 15.3333 | 138 | 1.0217 | 0.5312 | 1.0217 | 1.0108 |
121
+ | No log | 15.5556 | 140 | 0.9483 | 0.5909 | 0.9483 | 0.9738 |
122
+ | No log | 15.7778 | 142 | 0.9784 | 0.5426 | 0.9784 | 0.9891 |
123
+ | No log | 16.0 | 144 | 1.0258 | 0.5312 | 1.0258 | 1.0128 |
124
+ | No log | 16.2222 | 146 | 1.2456 | 0.4925 | 1.2456 | 1.1161 |
125
+ | No log | 16.4444 | 148 | 1.3073 | 0.4776 | 1.3073 | 1.1434 |
126
+ | No log | 16.6667 | 150 | 1.2174 | 0.5 | 1.2174 | 1.1034 |
127
+ | No log | 16.8889 | 152 | 1.0491 | 0.5354 | 1.0491 | 1.0242 |
128
+ | No log | 17.1111 | 154 | 0.9968 | 0.544 | 0.9968 | 0.9984 |
129
+ | No log | 17.3333 | 156 | 1.0457 | 0.5354 | 1.0457 | 1.0226 |
130
+ | No log | 17.5556 | 158 | 1.1955 | 0.5426 | 1.1955 | 1.0934 |
131
+ | No log | 17.7778 | 160 | 1.1900 | 0.5426 | 1.1900 | 1.0909 |
132
+ | No log | 18.0 | 162 | 1.1020 | 0.5426 | 1.1020 | 1.0498 |
133
+ | No log | 18.2222 | 164 | 0.9908 | 0.5469 | 0.9908 | 0.9954 |
134
+ | No log | 18.4444 | 166 | 0.8777 | 0.6222 | 0.8777 | 0.9368 |
135
+ | No log | 18.6667 | 168 | 0.7850 | 0.7 | 0.7850 | 0.8860 |
136
+ | No log | 18.8889 | 170 | 0.8044 | 0.7246 | 0.8044 | 0.8969 |
137
+ | No log | 19.1111 | 172 | 0.8168 | 0.6667 | 0.8168 | 0.9038 |
138
+ | No log | 19.3333 | 174 | 0.8802 | 0.5581 | 0.8802 | 0.9382 |
139
+ | No log | 19.5556 | 176 | 0.9137 | 0.5625 | 0.9137 | 0.9559 |
140
+ | No log | 19.7778 | 178 | 0.8881 | 0.6202 | 0.8881 | 0.9424 |
141
+ | No log | 20.0 | 180 | 0.8947 | 0.6615 | 0.8947 | 0.9459 |
142
+ | No log | 20.2222 | 182 | 0.9134 | 0.6567 | 0.9134 | 0.9557 |
143
+ | No log | 20.4444 | 184 | 0.8783 | 0.625 | 0.8783 | 0.9372 |
144
+ | No log | 20.6667 | 186 | 0.9476 | 0.5649 | 0.9476 | 0.9735 |
145
+ | No log | 20.8889 | 188 | 1.0936 | 0.5455 | 1.0936 | 1.0457 |
146
+ | No log | 21.1111 | 190 | 1.0584 | 0.5802 | 1.0584 | 1.0288 |
147
+ | No log | 21.3333 | 192 | 0.9328 | 0.5954 | 0.9328 | 0.9658 |
148
+ | No log | 21.5556 | 194 | 0.9221 | 0.6154 | 0.9221 | 0.9603 |
149
+ | No log | 21.7778 | 196 | 0.9273 | 0.5954 | 0.9273 | 0.9630 |
150
+ | No log | 22.0 | 198 | 1.0601 | 0.5778 | 1.0601 | 1.0296 |
151
+ | No log | 22.2222 | 200 | 1.1689 | 0.4925 | 1.1689 | 1.0811 |
152
+ | No log | 22.4444 | 202 | 1.1396 | 0.5185 | 1.1396 | 1.0675 |
153
+ | No log | 22.6667 | 204 | 0.9748 | 0.6176 | 0.9748 | 0.9873 |
154
+ | No log | 22.8889 | 206 | 0.9039 | 0.6316 | 0.9039 | 0.9507 |
155
+ | No log | 23.1111 | 208 | 0.9200 | 0.6316 | 0.9200 | 0.9592 |
156
+ | No log | 23.3333 | 210 | 1.0144 | 0.5606 | 1.0144 | 1.0072 |
157
+ | No log | 23.5556 | 212 | 1.0499 | 0.5538 | 1.0499 | 1.0247 |
158
+ | No log | 23.7778 | 214 | 0.9493 | 0.5954 | 0.9493 | 0.9743 |
159
+ | No log | 24.0 | 216 | 0.8873 | 0.5954 | 0.8873 | 0.9419 |
160
+ | No log | 24.2222 | 218 | 0.8757 | 0.6 | 0.8757 | 0.9358 |
161
+ | No log | 24.4444 | 220 | 0.9017 | 0.6316 | 0.9017 | 0.9496 |
162
+ | No log | 24.6667 | 222 | 0.9555 | 0.5954 | 0.9555 | 0.9775 |
163
+ | No log | 24.8889 | 224 | 1.0284 | 0.5909 | 1.0284 | 1.0141 |
164
+ | No log | 25.1111 | 226 | 0.9799 | 0.5954 | 0.9799 | 0.9899 |
165
+ | No log | 25.3333 | 228 | 0.8939 | 0.6047 | 0.8939 | 0.9455 |
166
+ | No log | 25.5556 | 230 | 0.8485 | 0.6119 | 0.8485 | 0.9211 |
167
+ | No log | 25.7778 | 232 | 0.8125 | 0.6667 | 0.8125 | 0.9014 |
168
+ | No log | 26.0 | 234 | 0.8890 | 0.6316 | 0.8890 | 0.9429 |
169
+ | No log | 26.2222 | 236 | 0.9098 | 0.6370 | 0.9098 | 0.9539 |
170
+ | No log | 26.4444 | 238 | 0.8438 | 0.6667 | 0.8438 | 0.9186 |
171
+ | No log | 26.6667 | 240 | 0.8046 | 0.6667 | 0.8046 | 0.8970 |
172
+ | No log | 26.8889 | 242 | 0.8473 | 0.6818 | 0.8473 | 0.9205 |
173
+ | No log | 27.1111 | 244 | 0.9046 | 0.6094 | 0.9046 | 0.9511 |
174
+ | No log | 27.3333 | 246 | 0.9694 | 0.6094 | 0.9694 | 0.9846 |
175
+ | No log | 27.5556 | 248 | 1.0056 | 0.5873 | 1.0056 | 1.0028 |
176
+ | No log | 27.7778 | 250 | 1.0334 | 0.5873 | 1.0334 | 1.0165 |
177
+ | No log | 28.0 | 252 | 1.0315 | 0.5873 | 1.0315 | 1.0156 |
178
+ | No log | 28.2222 | 254 | 0.9804 | 0.6202 | 0.9804 | 0.9902 |
179
+ | No log | 28.4444 | 256 | 0.9546 | 0.6202 | 0.9546 | 0.9770 |
180
+ | No log | 28.6667 | 258 | 1.0404 | 0.5865 | 1.0404 | 1.0200 |
181
+ | No log | 28.8889 | 260 | 1.1532 | 0.5373 | 1.1532 | 1.0739 |
182
+ | No log | 29.1111 | 262 | 1.1176 | 0.5564 | 1.1176 | 1.0572 |
183
+ | No log | 29.3333 | 264 | 1.0926 | 0.5821 | 1.0926 | 1.0453 |
184
+ | No log | 29.5556 | 266 | 1.1013 | 0.5606 | 1.1013 | 1.0494 |
185
+ | No log | 29.7778 | 268 | 1.1030 | 0.5496 | 1.1030 | 1.0502 |
186
+ | No log | 30.0 | 270 | 1.0210 | 0.6142 | 1.0210 | 1.0104 |
187
+ | No log | 30.2222 | 272 | 0.9717 | 0.6094 | 0.9717 | 0.9858 |
188
+ | No log | 30.4444 | 274 | 0.9738 | 0.6094 | 0.9738 | 0.9868 |
189
+ | No log | 30.6667 | 276 | 0.9616 | 0.6260 | 0.9616 | 0.9806 |
190
+ | No log | 30.8889 | 278 | 0.9633 | 0.6963 | 0.9633 | 0.9815 |
191
+ | No log | 31.1111 | 280 | 0.9606 | 0.6716 | 0.9606 | 0.9801 |
192
+ | No log | 31.3333 | 282 | 0.9379 | 0.6716 | 0.9379 | 0.9685 |
193
+ | No log | 31.5556 | 284 | 0.9334 | 0.6716 | 0.9334 | 0.9661 |
194
+ | No log | 31.7778 | 286 | 0.9352 | 0.6190 | 0.9352 | 0.9670 |
195
+ | No log | 32.0 | 288 | 0.9707 | 0.5827 | 0.9707 | 0.9853 |
196
+ | No log | 32.2222 | 290 | 1.0338 | 0.5669 | 1.0338 | 1.0168 |
197
+ | No log | 32.4444 | 292 | 1.0297 | 0.5938 | 1.0297 | 1.0147 |
198
+ | No log | 32.6667 | 294 | 0.9832 | 0.544 | 0.9832 | 0.9915 |
199
+ | No log | 32.8889 | 296 | 0.9643 | 0.5323 | 0.9643 | 0.9820 |
200
+ | No log | 33.1111 | 298 | 0.9312 | 0.5891 | 0.9312 | 0.9650 |
201
+ | No log | 33.3333 | 300 | 0.9164 | 0.6154 | 0.9164 | 0.9573 |
202
+ | No log | 33.5556 | 302 | 0.9306 | 0.592 | 0.9306 | 0.9647 |
203
+ | No log | 33.7778 | 304 | 0.9819 | 0.5873 | 0.9819 | 0.9909 |
204
+ | No log | 34.0 | 306 | 1.0094 | 0.5873 | 1.0094 | 1.0047 |
205
+ | No log | 34.2222 | 308 | 0.9971 | 0.5760 | 0.9971 | 0.9986 |
206
+ | No log | 34.4444 | 310 | 1.0044 | 0.5484 | 1.0044 | 1.0022 |
207
+ | No log | 34.6667 | 312 | 1.0053 | 0.5760 | 1.0053 | 1.0026 |
208
+ | No log | 34.8889 | 314 | 0.9868 | 0.5873 | 0.9868 | 0.9934 |
209
+ | No log | 35.1111 | 316 | 0.9805 | 0.5873 | 0.9805 | 0.9902 |
210
+ | No log | 35.3333 | 318 | 0.9673 | 0.5873 | 0.9673 | 0.9835 |
211
+ | No log | 35.5556 | 320 | 0.9584 | 0.5873 | 0.9584 | 0.9790 |
212
+ | No log | 35.7778 | 322 | 0.9660 | 0.5760 | 0.9660 | 0.9829 |
213
+ | No log | 36.0 | 324 | 0.9680 | 0.5873 | 0.9680 | 0.9839 |
214
+ | No log | 36.2222 | 326 | 0.9527 | 0.5873 | 0.9527 | 0.9760 |
215
+ | No log | 36.4444 | 328 | 0.9191 | 0.5827 | 0.9191 | 0.9587 |
216
+ | No log | 36.6667 | 330 | 0.9086 | 0.6094 | 0.9086 | 0.9532 |
217
+ | No log | 36.8889 | 332 | 0.8846 | 0.6094 | 0.8846 | 0.9405 |
218
+ | No log | 37.1111 | 334 | 0.8593 | 0.6567 | 0.8593 | 0.9270 |
219
+ | No log | 37.3333 | 336 | 0.8706 | 0.6212 | 0.8706 | 0.9330 |
220
+ | No log | 37.5556 | 338 | 0.9002 | 0.6107 | 0.9002 | 0.9488 |
221
+ | No log | 37.7778 | 340 | 0.9242 | 0.5873 | 0.9242 | 0.9614 |
222
+ | No log | 38.0 | 342 | 0.9843 | 0.6142 | 0.9843 | 0.9921 |
223
+ | No log | 38.2222 | 344 | 1.0059 | 0.6142 | 1.0059 | 1.0029 |
224
+ | No log | 38.4444 | 346 | 0.9725 | 0.6142 | 0.9725 | 0.9862 |
225
+ | No log | 38.6667 | 348 | 0.9276 | 0.5984 | 0.9276 | 0.9631 |
226
+ | No log | 38.8889 | 350 | 0.9264 | 0.5984 | 0.9264 | 0.9625 |
227
+ | No log | 39.1111 | 352 | 0.9287 | 0.5984 | 0.9287 | 0.9637 |
228
+ | No log | 39.3333 | 354 | 0.9142 | 0.6154 | 0.9142 | 0.9561 |
229
+ | No log | 39.5556 | 356 | 0.9123 | 0.6190 | 0.9123 | 0.9551 |
230
+ | No log | 39.7778 | 358 | 0.9326 | 0.6202 | 0.9326 | 0.9657 |
231
+ | No log | 40.0 | 360 | 0.9645 | 0.6154 | 0.9645 | 0.9821 |
232
+ | No log | 40.2222 | 362 | 0.9648 | 0.6154 | 0.9648 | 0.9822 |
233
+ | No log | 40.4444 | 364 | 0.9482 | 0.6202 | 0.9482 | 0.9738 |
234
+ | No log | 40.6667 | 366 | 0.9453 | 0.6202 | 0.9453 | 0.9723 |
235
+ | No log | 40.8889 | 368 | 0.9336 | 0.6202 | 0.9336 | 0.9662 |
236
+ | No log | 41.1111 | 370 | 0.9372 | 0.6406 | 0.9372 | 0.9681 |
237
+ | No log | 41.3333 | 372 | 0.9740 | 0.6202 | 0.9740 | 0.9869 |
238
+ | No log | 41.5556 | 374 | 1.0083 | 0.5827 | 1.0083 | 1.0041 |
239
+ | No log | 41.7778 | 376 | 1.0308 | 0.5827 | 1.0308 | 1.0153 |
240
+ | No log | 42.0 | 378 | 1.0337 | 0.5827 | 1.0337 | 1.0167 |
241
+ | No log | 42.2222 | 380 | 1.0117 | 0.5827 | 1.0117 | 1.0058 |
242
+ | No log | 42.4444 | 382 | 0.9971 | 0.5873 | 0.9971 | 0.9985 |
243
+ | No log | 42.6667 | 384 | 1.0066 | 0.544 | 1.0066 | 1.0033 |
244
+ | No log | 42.8889 | 386 | 1.0057 | 0.5802 | 1.0057 | 1.0028 |
245
+ | No log | 43.1111 | 388 | 0.9981 | 0.5758 | 0.9981 | 0.9990 |
246
+ | No log | 43.3333 | 390 | 0.9821 | 0.5891 | 0.9821 | 0.9910 |
247
+ | No log | 43.5556 | 392 | 0.9874 | 0.6260 | 0.9874 | 0.9937 |
248
+ | No log | 43.7778 | 394 | 1.0097 | 0.6142 | 1.0097 | 1.0048 |
249
+ | No log | 44.0 | 396 | 1.0231 | 0.5938 | 1.0231 | 1.0115 |
250
+ | No log | 44.2222 | 398 | 1.0417 | 0.5938 | 1.0417 | 1.0206 |
251
+ | No log | 44.4444 | 400 | 1.0072 | 0.6154 | 1.0072 | 1.0036 |
252
+ | No log | 44.6667 | 402 | 0.9862 | 0.6094 | 0.9862 | 0.9931 |
253
+ | No log | 44.8889 | 404 | 0.9685 | 0.6094 | 0.9685 | 0.9841 |
254
+ | No log | 45.1111 | 406 | 0.9565 | 0.6094 | 0.9566 | 0.9780 |
255
+ | No log | 45.3333 | 408 | 0.9448 | 0.6094 | 0.9448 | 0.9720 |
256
+ | No log | 45.5556 | 410 | 0.9401 | 0.6364 | 0.9401 | 0.9696 |
257
+ | No log | 45.7778 | 412 | 0.9430 | 0.6308 | 0.9430 | 0.9711 |
258
+ | No log | 46.0 | 414 | 0.9659 | 0.6154 | 0.9659 | 0.9828 |
259
+ | No log | 46.2222 | 416 | 1.0272 | 0.6165 | 1.0272 | 1.0135 |
260
+ | No log | 46.4444 | 418 | 1.0475 | 0.5865 | 1.0475 | 1.0235 |
261
+ | No log | 46.6667 | 420 | 0.9952 | 0.6212 | 0.9952 | 0.9976 |
262
+ | No log | 46.8889 | 422 | 0.9054 | 0.6154 | 0.9054 | 0.9515 |
263
+ | No log | 47.1111 | 424 | 0.8488 | 0.6316 | 0.8488 | 0.9213 |
264
+ | No log | 47.3333 | 426 | 0.8370 | 0.6466 | 0.8370 | 0.9149 |
265
+ | No log | 47.5556 | 428 | 0.8243 | 0.6815 | 0.8243 | 0.9079 |
266
+ | No log | 47.7778 | 430 | 0.8262 | 0.6815 | 0.8262 | 0.9090 |
267
+ | No log | 48.0 | 432 | 0.8450 | 0.6512 | 0.8450 | 0.9192 |
268
+ | No log | 48.2222 | 434 | 0.8670 | 0.6406 | 0.8670 | 0.9311 |
269
+ | No log | 48.4444 | 436 | 0.8801 | 0.6032 | 0.8801 | 0.9381 |
270
+ | No log | 48.6667 | 438 | 0.8908 | 0.5938 | 0.8908 | 0.9438 |
271
+ | No log | 48.8889 | 440 | 0.8981 | 0.5873 | 0.8981 | 0.9477 |
272
+ | No log | 49.1111 | 442 | 0.9232 | 0.6406 | 0.9232 | 0.9609 |
273
+ | No log | 49.3333 | 444 | 0.9472 | 0.6406 | 0.9472 | 0.9732 |
274
+ | No log | 49.5556 | 446 | 0.9463 | 0.6406 | 0.9463 | 0.9728 |
275
+ | No log | 49.7778 | 448 | 0.9080 | 0.6094 | 0.9080 | 0.9529 |
276
+ | No log | 50.0 | 450 | 0.8695 | 0.6466 | 0.8695 | 0.9325 |
277
+ | No log | 50.2222 | 452 | 0.8573 | 0.6567 | 0.8573 | 0.9259 |
278
+ | No log | 50.4444 | 454 | 0.8667 | 0.6466 | 0.8667 | 0.9310 |
279
+ | No log | 50.6667 | 456 | 0.8876 | 0.6269 | 0.8876 | 0.9421 |
280
+ | No log | 50.8889 | 458 | 0.9230 | 0.6107 | 0.9230 | 0.9607 |
281
+ | No log | 51.1111 | 460 | 0.9771 | 0.6212 | 0.9771 | 0.9885 |
282
+ | No log | 51.3333 | 462 | 0.9836 | 0.6107 | 0.9836 | 0.9918 |
283
+ | No log | 51.5556 | 464 | 0.9622 | 0.6154 | 0.9622 | 0.9809 |
284
+ | No log | 51.7778 | 466 | 0.9743 | 0.5891 | 0.9743 | 0.9871 |
285
+ | No log | 52.0 | 468 | 0.9789 | 0.5891 | 0.9789 | 0.9894 |
286
+ | No log | 52.2222 | 470 | 0.9755 | 0.6094 | 0.9755 | 0.9877 |
287
+ | No log | 52.4444 | 472 | 0.9827 | 0.6094 | 0.9827 | 0.9913 |
288
+ | No log | 52.6667 | 474 | 0.9926 | 0.6094 | 0.9926 | 0.9963 |
289
+ | No log | 52.8889 | 476 | 1.0043 | 0.6094 | 1.0043 | 1.0022 |
290
+ | No log | 53.1111 | 478 | 1.0301 | 0.6142 | 1.0301 | 1.0149 |
291
+ | No log | 53.3333 | 480 | 1.0343 | 0.5891 | 1.0343 | 1.0170 |
292
+ | No log | 53.5556 | 482 | 1.0293 | 0.6107 | 1.0293 | 1.0146 |
293
+ | No log | 53.7778 | 484 | 1.0151 | 0.6212 | 1.0151 | 1.0075 |
294
+ | No log | 54.0 | 486 | 0.9688 | 0.6212 | 0.9688 | 0.9843 |
295
+ | No log | 54.2222 | 488 | 0.9502 | 0.6357 | 0.9502 | 0.9748 |
296
+ | No log | 54.4444 | 490 | 0.9379 | 0.5984 | 0.9379 | 0.9684 |
297
+ | No log | 54.6667 | 492 | 0.9535 | 0.5984 | 0.9535 | 0.9765 |
298
+ | No log | 54.8889 | 494 | 0.9750 | 0.5984 | 0.9750 | 0.9874 |
299
+ | No log | 55.1111 | 496 | 0.9916 | 0.5984 | 0.9916 | 0.9958 |
300
+ | No log | 55.3333 | 498 | 0.9865 | 0.5873 | 0.9865 | 0.9932 |
301
+ | 0.2429 | 55.5556 | 500 | 0.9727 | 0.5873 | 0.9727 | 0.9863 |
302
+ | 0.2429 | 55.7778 | 502 | 0.9593 | 0.5984 | 0.9593 | 0.9794 |
303
+ | 0.2429 | 56.0 | 504 | 0.9707 | 0.576 | 0.9707 | 0.9852 |
304
+ | 0.2429 | 56.2222 | 506 | 0.9866 | 0.6047 | 0.9866 | 0.9933 |
305
+ | 0.2429 | 56.4444 | 508 | 0.9968 | 0.6047 | 0.9968 | 0.9984 |
306
+ | 0.2429 | 56.6667 | 510 | 1.0032 | 0.6047 | 1.0032 | 1.0016 |
307
+ | 0.2429 | 56.8889 | 512 | 0.9776 | 0.6462 | 0.9776 | 0.9887 |
308
+ | 0.2429 | 57.1111 | 514 | 0.9509 | 0.6357 | 0.9509 | 0.9752 |
309
+ | 0.2429 | 57.3333 | 516 | 0.9477 | 0.5984 | 0.9477 | 0.9735 |
310
+ | 0.2429 | 57.5556 | 518 | 0.9670 | 0.6357 | 0.9670 | 0.9833 |
311
+ | 0.2429 | 57.7778 | 520 | 0.9884 | 0.6357 | 0.9884 | 0.9942 |
312
+ | 0.2429 | 58.0 | 522 | 0.9984 | 0.6094 | 0.9984 | 0.9992 |
313
+ | 0.2429 | 58.2222 | 524 | 1.0130 | 0.5827 | 1.0130 | 1.0065 |
314
+ | 0.2429 | 58.4444 | 526 | 1.0086 | 0.5714 | 1.0086 | 1.0043 |
315
+ | 0.2429 | 58.6667 | 528 | 1.0058 | 0.5984 | 1.0058 | 1.0029 |
316
+ | 0.2429 | 58.8889 | 530 | 0.9785 | 0.5984 | 0.9785 | 0.9892 |
317
+ | 0.2429 | 59.1111 | 532 | 0.9550 | 0.5984 | 0.9550 | 0.9772 |
318
+ | 0.2429 | 59.3333 | 534 | 0.9669 | 0.5984 | 0.9669 | 0.9833 |
319
+ | 0.2429 | 59.5556 | 536 | 0.9943 | 0.6094 | 0.9943 | 0.9971 |
320
+ | 0.2429 | 59.7778 | 538 | 1.0226 | 0.6357 | 1.0226 | 1.0112 |
321
+ | 0.2429 | 60.0 | 540 | 1.0603 | 0.6154 | 1.0603 | 1.0297 |
322
+ | 0.2429 | 60.2222 | 542 | 1.0610 | 0.6154 | 1.0610 | 1.0300 |
323
+ | 0.2429 | 60.4444 | 544 | 1.0345 | 0.6154 | 1.0345 | 1.0171 |
324
+ | 0.2429 | 60.6667 | 546 | 0.9843 | 0.6462 | 0.9843 | 0.9921 |
325
+ | 0.2429 | 60.8889 | 548 | 0.9503 | 0.6202 | 0.9503 | 0.9749 |
326
+ | 0.2429 | 61.1111 | 550 | 0.9233 | 0.5984 | 0.9233 | 0.9609 |
327
+ | 0.2429 | 61.3333 | 552 | 0.9201 | 0.5984 | 0.9201 | 0.9592 |
328
+ | 0.2429 | 61.5556 | 554 | 0.9175 | 0.6094 | 0.9175 | 0.9579 |
329
+ | 0.2429 | 61.7778 | 556 | 0.9242 | 0.6412 | 0.9242 | 0.9614 |
330
+ | 0.2429 | 62.0 | 558 | 0.9362 | 0.6412 | 0.9362 | 0.9676 |
331
+ | 0.2429 | 62.2222 | 560 | 0.9371 | 0.6412 | 0.9371 | 0.9680 |
332
+ | 0.2429 | 62.4444 | 562 | 0.9530 | 0.6412 | 0.9530 | 0.9762 |
333
+ | 0.2429 | 62.6667 | 564 | 0.9636 | 0.6412 | 0.9636 | 0.9816 |
334
+ | 0.2429 | 62.8889 | 566 | 0.9769 | 0.6202 | 0.9769 | 0.9884 |
335
+ | 0.2429 | 63.1111 | 568 | 0.9882 | 0.5938 | 0.9882 | 0.9941 |
336
+ | 0.2429 | 63.3333 | 570 | 1.0103 | 0.5827 | 1.0103 | 1.0051 |
337
+ | 0.2429 | 63.5556 | 572 | 1.0249 | 0.5827 | 1.0249 | 1.0124 |
338
+ | 0.2429 | 63.7778 | 574 | 1.0286 | 0.5714 | 1.0286 | 1.0142 |
339
+ | 0.2429 | 64.0 | 576 | 1.0293 | 0.5714 | 1.0293 | 1.0146 |
340
+ | 0.2429 | 64.2222 | 578 | 1.0372 | 0.5714 | 1.0372 | 1.0184 |
341
 
342
 
343
  ### Framework versions