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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task2_organization

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Training in progress, step 500

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  1. README.md +267 -268
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
README.md CHANGED
@@ -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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9689
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- - Qwk: 0.3950
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- - Mse: 0.9689
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- - Rmse: 0.9843
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  ## Model description
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@@ -47,268 +47,267 @@ 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 | 0.0370 | 2 | 4.8008 | 0.0010 | 4.8008 | 2.1911 |
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- | No log | 0.0741 | 4 | 2.6221 | 0.0462 | 2.6221 | 1.6193 |
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- | No log | 0.1111 | 6 | 2.1131 | -0.0608 | 2.1131 | 1.4537 |
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- | No log | 0.1481 | 8 | 1.5748 | 0.0661 | 1.5748 | 1.2549 |
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- | No log | 0.1852 | 10 | 1.5967 | 0.0116 | 1.5967 | 1.2636 |
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- | No log | 0.2222 | 12 | 1.7486 | 0.0357 | 1.7486 | 1.3223 |
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- | No log | 0.2593 | 14 | 1.8820 | 0.0732 | 1.8820 | 1.3719 |
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- | No log | 0.2963 | 16 | 1.9364 | 0.0080 | 1.9364 | 1.3916 |
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- | No log | 0.3333 | 18 | 1.7032 | -0.0368 | 1.7032 | 1.3051 |
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- | No log | 0.3704 | 20 | 1.5658 | -0.0368 | 1.5658 | 1.2513 |
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- | No log | 0.4074 | 22 | 1.6325 | -0.0149 | 1.6325 | 1.2777 |
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- | No log | 0.4444 | 24 | 1.5127 | -0.0300 | 1.5127 | 1.2299 |
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- | No log | 0.4815 | 26 | 1.3959 | 0.1016 | 1.3959 | 1.1815 |
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- | No log | 0.5185 | 28 | 1.4603 | 0.0926 | 1.4603 | 1.2084 |
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- | No log | 0.5556 | 30 | 1.4698 | 0.1481 | 1.4698 | 1.2123 |
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- | No log | 0.5926 | 32 | 1.3671 | 0.1848 | 1.3671 | 1.1692 |
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- | No log | 0.6296 | 34 | 1.3743 | 0.1803 | 1.3743 | 1.1723 |
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- | No log | 0.6667 | 36 | 1.6981 | 0.2114 | 1.6981 | 1.3031 |
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- | No log | 0.7037 | 38 | 1.8245 | 0.1758 | 1.8245 | 1.3507 |
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- | No log | 0.7407 | 40 | 1.6867 | 0.1860 | 1.6867 | 1.2987 |
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- | No log | 0.7778 | 42 | 1.9054 | 0.1463 | 1.9054 | 1.3804 |
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- | No log | 0.8148 | 44 | 1.8054 | 0.1379 | 1.8054 | 1.3437 |
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- | No log | 0.8519 | 46 | 1.4218 | 0.1679 | 1.4218 | 1.1924 |
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- | No log | 0.8889 | 48 | 1.2944 | 0.1379 | 1.2944 | 1.1377 |
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- | No log | 0.9259 | 50 | 1.3228 | 0.0865 | 1.3228 | 1.1501 |
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- | No log | 0.9630 | 52 | 1.5040 | -0.0066 | 1.5040 | 1.2264 |
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- | No log | 1.0 | 54 | 1.6783 | 0.0372 | 1.6783 | 1.2955 |
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- | No log | 1.0370 | 56 | 1.6486 | 0.0455 | 1.6486 | 1.2840 |
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- | No log | 1.0741 | 58 | 1.4180 | 0.1838 | 1.4180 | 1.1908 |
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- | No log | 1.1111 | 60 | 1.2867 | 0.1379 | 1.2867 | 1.1343 |
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- | No log | 1.1481 | 62 | 1.2692 | 0.1766 | 1.2692 | 1.1266 |
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- | No log | 1.1852 | 64 | 1.2885 | 0.1868 | 1.2885 | 1.1351 |
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- | No log | 1.2222 | 66 | 1.3862 | 0.2321 | 1.3862 | 1.1774 |
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- | No log | 1.2593 | 68 | 1.5751 | 0.2822 | 1.5751 | 1.2550 |
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- | No log | 1.2963 | 70 | 1.3797 | 0.2823 | 1.3797 | 1.1746 |
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- | No log | 1.3333 | 72 | 1.1982 | 0.2276 | 1.1982 | 1.0946 |
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- | No log | 1.3704 | 74 | 1.1815 | 0.2618 | 1.1815 | 1.0870 |
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- | No log | 1.4074 | 76 | 1.2452 | 0.2005 | 1.2452 | 1.1159 |
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- | No log | 1.4444 | 78 | 1.2739 | 0.2062 | 1.2739 | 1.1287 |
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- | No log | 1.4815 | 80 | 1.2936 | 0.1568 | 1.2936 | 1.1374 |
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- | No log | 1.5185 | 82 | 1.3697 | 0.1449 | 1.3697 | 1.1703 |
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- | No log | 1.5556 | 84 | 1.5527 | 0.1621 | 1.5527 | 1.2461 |
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- | No log | 1.5926 | 86 | 1.8991 | 0.1174 | 1.8991 | 1.3781 |
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- | No log | 1.6296 | 88 | 1.6915 | 0.0657 | 1.6915 | 1.3006 |
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- | No log | 1.6667 | 90 | 1.2015 | 0.1838 | 1.2015 | 1.0961 |
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- | No log | 1.7037 | 92 | 1.0611 | 0.3447 | 1.0611 | 1.0301 |
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- | No log | 1.7407 | 94 | 1.0395 | 0.3447 | 1.0395 | 1.0196 |
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- | No log | 1.7778 | 96 | 1.0688 | 0.3790 | 1.0688 | 1.0339 |
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- | No log | 1.8148 | 98 | 1.2191 | 0.3902 | 1.2191 | 1.1041 |
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- | No log | 1.8519 | 100 | 1.4025 | 0.2981 | 1.4025 | 1.1843 |
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- | No log | 1.8889 | 102 | 1.0921 | 0.4416 | 1.0921 | 1.0450 |
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- | No log | 1.9259 | 104 | 0.9737 | 0.4283 | 0.9737 | 0.9867 |
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- | No log | 1.9630 | 106 | 0.8351 | 0.4609 | 0.8351 | 0.9139 |
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- | No log | 2.0 | 108 | 0.8259 | 0.4912 | 0.8259 | 0.9088 |
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- | No log | 2.0370 | 110 | 0.8678 | 0.4624 | 0.8678 | 0.9316 |
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- | No log | 2.0741 | 112 | 0.9647 | 0.4383 | 0.9647 | 0.9822 |
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- | No log | 2.1111 | 114 | 1.0327 | 0.3739 | 1.0327 | 1.0162 |
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- | No log | 2.1481 | 116 | 0.9824 | 0.3837 | 0.9824 | 0.9911 |
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- | No log | 2.1852 | 118 | 1.0250 | 0.3574 | 1.0250 | 1.0124 |
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- | No log | 2.2222 | 120 | 0.9380 | 0.3886 | 0.9380 | 0.9685 |
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- | No log | 2.2593 | 122 | 0.8890 | 0.4261 | 0.8890 | 0.9429 |
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- | No log | 2.2963 | 124 | 0.8912 | 0.4760 | 0.8912 | 0.9441 |
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- | No log | 2.3333 | 126 | 0.9059 | 0.4279 | 0.9059 | 0.9518 |
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- | No log | 2.3704 | 128 | 0.9934 | 0.3276 | 0.9934 | 0.9967 |
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- | No log | 2.4074 | 130 | 0.9195 | 0.4350 | 0.9195 | 0.9589 |
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- | No log | 2.4444 | 132 | 0.9176 | 0.4613 | 0.9176 | 0.9579 |
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- | No log | 2.4815 | 134 | 0.9985 | 0.4449 | 0.9985 | 0.9993 |
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- | No log | 2.5185 | 136 | 1.0171 | 0.4272 | 1.0171 | 1.0085 |
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- | No log | 2.5556 | 138 | 0.9983 | 0.4387 | 0.9983 | 0.9992 |
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- | No log | 2.5926 | 140 | 1.2134 | 0.3696 | 1.2134 | 1.1016 |
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- | No log | 2.6296 | 142 | 0.9405 | 0.5194 | 0.9405 | 0.9698 |
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- | No log | 2.6667 | 144 | 0.7974 | 0.5852 | 0.7974 | 0.8930 |
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- | No log | 2.7037 | 146 | 0.7655 | 0.5783 | 0.7655 | 0.8749 |
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- | No log | 2.7407 | 148 | 0.7909 | 0.6169 | 0.7909 | 0.8893 |
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- | No log | 2.7778 | 150 | 1.1150 | 0.4691 | 1.1150 | 1.0559 |
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- | No log | 2.8148 | 152 | 1.2122 | 0.4179 | 1.2122 | 1.1010 |
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- | No log | 2.8519 | 154 | 1.0649 | 0.5181 | 1.0649 | 1.0319 |
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- | No log | 2.8889 | 156 | 0.8321 | 0.4907 | 0.8321 | 0.9122 |
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- | No log | 2.9259 | 158 | 0.7893 | 0.4626 | 0.7893 | 0.8884 |
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- | No log | 2.9630 | 160 | 0.8014 | 0.5649 | 0.8014 | 0.8952 |
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- | No log | 3.0 | 162 | 0.7832 | 0.5841 | 0.7832 | 0.8850 |
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- | No log | 3.0370 | 164 | 0.7776 | 0.5595 | 0.7776 | 0.8818 |
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- | No log | 3.0741 | 166 | 0.7343 | 0.5954 | 0.7343 | 0.8569 |
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- | No log | 3.1111 | 168 | 0.7472 | 0.5291 | 0.7472 | 0.8644 |
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- | No log | 3.1481 | 170 | 0.7800 | 0.5172 | 0.7800 | 0.8832 |
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- | No log | 3.1852 | 172 | 0.7041 | 0.5725 | 0.7041 | 0.8391 |
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- | No log | 3.2222 | 174 | 0.6969 | 0.6044 | 0.6969 | 0.8348 |
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- | No log | 3.2593 | 176 | 0.6666 | 0.6408 | 0.6666 | 0.8165 |
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- | No log | 3.2963 | 178 | 0.6626 | 0.6599 | 0.6626 | 0.8140 |
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- | No log | 3.3333 | 180 | 0.6673 | 0.6933 | 0.6673 | 0.8169 |
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- | No log | 3.3704 | 182 | 0.8064 | 0.6111 | 0.8064 | 0.8980 |
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- | No log | 3.4074 | 184 | 0.8713 | 0.5924 | 0.8713 | 0.9334 |
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- | No log | 3.4444 | 186 | 1.0564 | 0.5280 | 1.0564 | 1.0278 |
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- | No log | 3.4815 | 188 | 1.1093 | 0.4980 | 1.1093 | 1.0532 |
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- | No log | 3.5185 | 190 | 0.8479 | 0.5822 | 0.8479 | 0.9208 |
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- | No log | 3.5556 | 192 | 0.7378 | 0.5944 | 0.7378 | 0.8589 |
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- | No log | 3.5926 | 194 | 0.7412 | 0.5851 | 0.7412 | 0.8609 |
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- | No log | 3.6296 | 196 | 0.7473 | 0.5722 | 0.7473 | 0.8645 |
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- | No log | 3.6667 | 198 | 0.7574 | 0.5718 | 0.7574 | 0.8703 |
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- | No log | 3.7037 | 200 | 0.7747 | 0.5718 | 0.7747 | 0.8802 |
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- | No log | 3.7407 | 202 | 0.8181 | 0.5728 | 0.8181 | 0.9045 |
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- | No log | 3.7778 | 204 | 0.8529 | 0.4942 | 0.8529 | 0.9235 |
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- | No log | 3.8148 | 206 | 0.8707 | 0.4515 | 0.8707 | 0.9331 |
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- | No log | 3.8519 | 208 | 0.9474 | 0.5135 | 0.9474 | 0.9733 |
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- | No log | 3.8889 | 210 | 1.0144 | 0.4400 | 1.0144 | 1.0072 |
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- | No log | 3.9259 | 212 | 0.8321 | 0.5394 | 0.8321 | 0.9122 |
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- | No log | 3.9630 | 214 | 0.8022 | 0.5020 | 0.8022 | 0.8956 |
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- | No log | 4.0 | 216 | 0.8405 | 0.4855 | 0.8405 | 0.9168 |
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- | No log | 4.0370 | 218 | 0.7610 | 0.5811 | 0.7610 | 0.8724 |
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- | No log | 4.0741 | 220 | 0.9493 | 0.5297 | 0.9493 | 0.9743 |
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- | No log | 4.1111 | 222 | 0.9986 | 0.4909 | 0.9986 | 0.9993 |
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- | No log | 4.1481 | 224 | 0.8110 | 0.5401 | 0.8110 | 0.9005 |
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- | No log | 4.1852 | 226 | 0.7540 | 0.5711 | 0.7540 | 0.8683 |
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- | No log | 4.2222 | 228 | 0.7615 | 0.5770 | 0.7615 | 0.8727 |
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- | No log | 4.2593 | 230 | 0.7806 | 0.5283 | 0.7806 | 0.8835 |
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- | No log | 4.2963 | 232 | 0.7977 | 0.4898 | 0.7977 | 0.8931 |
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- | No log | 4.3333 | 234 | 0.8053 | 0.4898 | 0.8053 | 0.8974 |
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- | No log | 4.3704 | 236 | 0.8243 | 0.4534 | 0.8243 | 0.9079 |
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- | No log | 4.4074 | 238 | 0.8966 | 0.4425 | 0.8966 | 0.9469 |
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- | No log | 4.4444 | 240 | 0.9102 | 0.4631 | 0.9102 | 0.9540 |
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- | No log | 4.4815 | 242 | 0.8685 | 0.4714 | 0.8685 | 0.9319 |
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- | No log | 4.5185 | 244 | 0.8426 | 0.4782 | 0.8426 | 0.9179 |
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- | No log | 4.5556 | 246 | 0.9723 | 0.5090 | 0.9723 | 0.9860 |
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- | No log | 4.5926 | 248 | 1.0327 | 0.4186 | 1.0327 | 1.0162 |
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- | No log | 4.6296 | 250 | 0.8947 | 0.4919 | 0.8947 | 0.9459 |
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- | No log | 4.6667 | 252 | 0.8275 | 0.5686 | 0.8275 | 0.9096 |
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- | No log | 4.7037 | 254 | 0.8335 | 0.5725 | 0.8335 | 0.9130 |
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- | No log | 4.7407 | 256 | 0.8522 | 0.5380 | 0.8522 | 0.9231 |
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- | No log | 4.7778 | 258 | 0.8547 | 0.5561 | 0.8547 | 0.9245 |
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- | No log | 4.8148 | 260 | 0.8337 | 0.5495 | 0.8337 | 0.9131 |
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- | No log | 4.8519 | 262 | 0.8315 | 0.5519 | 0.8315 | 0.9119 |
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- | No log | 4.8889 | 264 | 0.8493 | 0.5073 | 0.8493 | 0.9216 |
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- | No log | 4.9259 | 266 | 0.8420 | 0.5013 | 0.8420 | 0.9176 |
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- | No log | 4.9630 | 268 | 0.9117 | 0.4983 | 0.9117 | 0.9548 |
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- | No log | 5.0 | 270 | 0.9370 | 0.4927 | 0.9370 | 0.9680 |
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- | No log | 5.0370 | 272 | 0.8776 | 0.5192 | 0.8776 | 0.9368 |
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- | No log | 5.0741 | 274 | 0.8487 | 0.5211 | 0.8487 | 0.9213 |
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- | No log | 5.1111 | 276 | 0.8350 | 0.5239 | 0.8350 | 0.9138 |
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- | No log | 5.1481 | 278 | 0.8850 | 0.4914 | 0.8850 | 0.9408 |
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- | No log | 5.1852 | 280 | 0.8399 | 0.5175 | 0.8399 | 0.9165 |
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- | No log | 5.2222 | 282 | 0.7968 | 0.5954 | 0.7968 | 0.8927 |
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- | No log | 5.2593 | 284 | 0.8060 | 0.4494 | 0.8060 | 0.8978 |
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- | No log | 5.2963 | 286 | 0.7877 | 0.4847 | 0.7877 | 0.8875 |
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- | No log | 5.3333 | 288 | 0.8508 | 0.5175 | 0.8508 | 0.9224 |
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- | No log | 5.3704 | 290 | 1.0246 | 0.4217 | 1.0246 | 1.0122 |
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- | No log | 5.4074 | 292 | 1.0227 | 0.4219 | 1.0227 | 1.0113 |
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- | No log | 5.4444 | 294 | 0.8966 | 0.4546 | 0.8966 | 0.9469 |
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- | No log | 5.4815 | 296 | 0.8425 | 0.4889 | 0.8425 | 0.9179 |
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- | No log | 5.5185 | 298 | 0.7762 | 0.6304 | 0.7762 | 0.8810 |
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- | No log | 5.5556 | 300 | 0.7732 | 0.6253 | 0.7732 | 0.8793 |
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- | No log | 5.5926 | 302 | 0.8205 | 0.5907 | 0.8205 | 0.9058 |
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- | No log | 5.6296 | 304 | 0.8538 | 0.5635 | 0.8538 | 0.9240 |
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- | No log | 5.6667 | 306 | 0.8610 | 0.5534 | 0.8610 | 0.9279 |
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- | No log | 5.7037 | 308 | 0.7985 | 0.5975 | 0.7985 | 0.8936 |
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- | No log | 5.7407 | 310 | 0.8201 | 0.5227 | 0.8201 | 0.9056 |
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- | No log | 5.7778 | 312 | 0.8358 | 0.5058 | 0.8358 | 0.9142 |
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- | No log | 5.8148 | 314 | 0.8224 | 0.4465 | 0.8224 | 0.9069 |
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- | No log | 5.8519 | 316 | 0.8039 | 0.5467 | 0.8039 | 0.8966 |
210
- | No log | 5.8889 | 318 | 0.8027 | 0.5312 | 0.8027 | 0.8960 |
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- | No log | 5.9259 | 320 | 0.8355 | 0.4449 | 0.8355 | 0.9140 |
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- | No log | 5.9630 | 322 | 0.9512 | 0.4890 | 0.9512 | 0.9753 |
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- | No log | 6.0 | 324 | 0.9989 | 0.4724 | 0.9989 | 0.9995 |
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- | No log | 6.0370 | 326 | 0.8670 | 0.5493 | 0.8670 | 0.9312 |
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- | No log | 6.0741 | 328 | 0.7566 | 0.6419 | 0.7566 | 0.8698 |
216
- | No log | 6.1111 | 330 | 0.7676 | 0.5117 | 0.7676 | 0.8761 |
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- | No log | 6.1481 | 332 | 0.7501 | 0.5545 | 0.7501 | 0.8661 |
218
- | No log | 6.1852 | 334 | 0.7470 | 0.6363 | 0.7470 | 0.8643 |
219
- | No log | 6.2222 | 336 | 0.8539 | 0.5346 | 0.8539 | 0.9241 |
220
- | No log | 6.2593 | 338 | 0.9867 | 0.4351 | 0.9867 | 0.9933 |
221
- | No log | 6.2963 | 340 | 0.9563 | 0.4724 | 0.9563 | 0.9779 |
222
- | No log | 6.3333 | 342 | 0.8111 | 0.5578 | 0.8111 | 0.9006 |
223
- | No log | 6.3704 | 344 | 0.7308 | 0.6358 | 0.7308 | 0.8549 |
224
- | No log | 6.4074 | 346 | 0.7327 | 0.6038 | 0.7327 | 0.8560 |
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- | No log | 6.4444 | 348 | 0.7815 | 0.5682 | 0.7815 | 0.8840 |
226
- | No log | 6.4815 | 350 | 0.8609 | 0.5145 | 0.8609 | 0.9278 |
227
- | No log | 6.5185 | 352 | 0.8900 | 0.5208 | 0.8900 | 0.9434 |
228
- | No log | 6.5556 | 354 | 0.8747 | 0.5370 | 0.8747 | 0.9353 |
229
- | No log | 6.5926 | 356 | 0.8042 | 0.5557 | 0.8042 | 0.8968 |
230
- | No log | 6.6296 | 358 | 0.7792 | 0.5954 | 0.7792 | 0.8827 |
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- | No log | 6.6667 | 360 | 0.7962 | 0.5902 | 0.7962 | 0.8923 |
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- | No log | 6.7037 | 362 | 0.8370 | 0.6026 | 0.8370 | 0.9149 |
233
- | No log | 6.7407 | 364 | 0.8714 | 0.5306 | 0.8714 | 0.9335 |
234
- | No log | 6.7778 | 366 | 0.9243 | 0.5101 | 0.9243 | 0.9614 |
235
- | No log | 6.8148 | 368 | 0.9155 | 0.5115 | 0.9155 | 0.9568 |
236
- | No log | 6.8519 | 370 | 0.8034 | 0.5431 | 0.8034 | 0.8963 |
237
- | No log | 6.8889 | 372 | 0.7061 | 0.6397 | 0.7061 | 0.8403 |
238
- | No log | 6.9259 | 374 | 0.7171 | 0.5729 | 0.7171 | 0.8468 |
239
- | No log | 6.9630 | 376 | 0.7250 | 0.5642 | 0.7250 | 0.8515 |
240
- | No log | 7.0 | 378 | 0.6829 | 0.6438 | 0.6829 | 0.8264 |
241
- | No log | 7.0370 | 380 | 0.7203 | 0.6573 | 0.7203 | 0.8487 |
242
- | No log | 7.0741 | 382 | 0.8822 | 0.5614 | 0.8822 | 0.9393 |
243
- | No log | 7.1111 | 384 | 0.9156 | 0.5310 | 0.9156 | 0.9569 |
244
- | No log | 7.1481 | 386 | 0.8054 | 0.6071 | 0.8054 | 0.8975 |
245
- | No log | 7.1852 | 388 | 0.6699 | 0.6498 | 0.6699 | 0.8185 |
246
- | No log | 7.2222 | 390 | 0.7117 | 0.6227 | 0.7117 | 0.8436 |
247
- | No log | 7.2593 | 392 | 0.7459 | 0.6209 | 0.7459 | 0.8636 |
248
- | No log | 7.2963 | 394 | 0.6723 | 0.6649 | 0.6723 | 0.8199 |
249
- | No log | 7.3333 | 396 | 0.7352 | 0.5892 | 0.7352 | 0.8575 |
250
- | No log | 7.3704 | 398 | 0.9937 | 0.4810 | 0.9937 | 0.9968 |
251
- | No log | 7.4074 | 400 | 1.1508 | 0.4673 | 1.1508 | 1.0728 |
252
- | No log | 7.4444 | 402 | 1.1052 | 0.4673 | 1.1052 | 1.0513 |
253
- | No log | 7.4815 | 404 | 0.9403 | 0.5042 | 0.9403 | 0.9697 |
254
- | No log | 7.5185 | 406 | 0.7866 | 0.5611 | 0.7866 | 0.8869 |
255
- | No log | 7.5556 | 408 | 0.7668 | 0.5721 | 0.7668 | 0.8757 |
256
- | No log | 7.5926 | 410 | 0.7632 | 0.5941 | 0.7632 | 0.8736 |
257
- | No log | 7.6296 | 412 | 0.7520 | 0.5960 | 0.7520 | 0.8672 |
258
- | No log | 7.6667 | 414 | 0.7572 | 0.5960 | 0.7572 | 0.8701 |
259
- | No log | 7.7037 | 416 | 0.7559 | 0.5763 | 0.7559 | 0.8694 |
260
- | No log | 7.7407 | 418 | 0.7719 | 0.5359 | 0.7719 | 0.8786 |
261
- | No log | 7.7778 | 420 | 0.7973 | 0.4864 | 0.7973 | 0.8929 |
262
- | No log | 7.8148 | 422 | 0.8227 | 0.5042 | 0.8227 | 0.9070 |
263
- | No log | 7.8519 | 424 | 0.8014 | 0.4579 | 0.8014 | 0.8952 |
264
- | No log | 7.8889 | 426 | 0.7811 | 0.4505 | 0.7811 | 0.8838 |
265
- | No log | 7.9259 | 428 | 0.7602 | 0.5470 | 0.7602 | 0.8719 |
266
- | No log | 7.9630 | 430 | 0.7499 | 0.5470 | 0.7499 | 0.8660 |
267
- | No log | 8.0 | 432 | 0.7438 | 0.6035 | 0.7438 | 0.8625 |
268
- | No log | 8.0370 | 434 | 0.7584 | 0.5698 | 0.7584 | 0.8709 |
269
- | No log | 8.0741 | 436 | 0.7727 | 0.5899 | 0.7727 | 0.8790 |
270
- | No log | 8.1111 | 438 | 0.7839 | 0.5710 | 0.7839 | 0.8854 |
271
- | No log | 8.1481 | 440 | 0.7328 | 0.6189 | 0.7328 | 0.8560 |
272
- | No log | 8.1852 | 442 | 0.7018 | 0.6635 | 0.7018 | 0.8378 |
273
- | No log | 8.2222 | 444 | 0.7028 | 0.6163 | 0.7028 | 0.8383 |
274
- | No log | 8.2593 | 446 | 0.7190 | 0.5912 | 0.7190 | 0.8479 |
275
- | No log | 8.2963 | 448 | 0.7249 | 0.6029 | 0.7249 | 0.8514 |
276
- | No log | 8.3333 | 450 | 0.7253 | 0.6306 | 0.7253 | 0.8517 |
277
- | No log | 8.3704 | 452 | 0.7376 | 0.6306 | 0.7376 | 0.8588 |
278
- | No log | 8.4074 | 454 | 0.7585 | 0.5348 | 0.7585 | 0.8709 |
279
- | No log | 8.4444 | 456 | 0.8020 | 0.5367 | 0.8020 | 0.8956 |
280
- | No log | 8.4815 | 458 | 0.8096 | 0.5480 | 0.8096 | 0.8998 |
281
- | No log | 8.5185 | 460 | 0.7944 | 0.5825 | 0.7944 | 0.8913 |
282
- | No log | 8.5556 | 462 | 0.8090 | 0.5066 | 0.8090 | 0.8994 |
283
- | No log | 8.5926 | 464 | 0.8216 | 0.5006 | 0.8216 | 0.9064 |
284
- | No log | 8.6296 | 466 | 0.7927 | 0.5976 | 0.7927 | 0.8904 |
285
- | No log | 8.6667 | 468 | 0.7919 | 0.5773 | 0.7919 | 0.8899 |
286
- | No log | 8.7037 | 470 | 0.8277 | 0.5385 | 0.8277 | 0.9098 |
287
- | No log | 8.7407 | 472 | 0.8509 | 0.5157 | 0.8509 | 0.9224 |
288
- | No log | 8.7778 | 474 | 0.8200 | 0.5279 | 0.8200 | 0.9055 |
289
- | No log | 8.8148 | 476 | 0.7816 | 0.6707 | 0.7816 | 0.8841 |
290
- | No log | 8.8519 | 478 | 0.7691 | 0.6139 | 0.7691 | 0.8770 |
291
- | No log | 8.8889 | 480 | 0.7657 | 0.5976 | 0.7657 | 0.8750 |
292
- | No log | 8.9259 | 482 | 0.7607 | 0.6348 | 0.7607 | 0.8722 |
293
- | No log | 8.9630 | 484 | 0.7707 | 0.5908 | 0.7707 | 0.8779 |
294
- | No log | 9.0 | 486 | 0.8338 | 0.5637 | 0.8338 | 0.9131 |
295
- | No log | 9.0370 | 488 | 0.9025 | 0.5293 | 0.9025 | 0.9500 |
296
- | No log | 9.0741 | 490 | 0.8493 | 0.5694 | 0.8493 | 0.9216 |
297
- | No log | 9.1111 | 492 | 0.7626 | 0.5683 | 0.7626 | 0.8733 |
298
- | No log | 9.1481 | 494 | 0.7036 | 0.6232 | 0.7036 | 0.8388 |
299
- | No log | 9.1852 | 496 | 0.6901 | 0.6117 | 0.6901 | 0.8307 |
300
- | No log | 9.2222 | 498 | 0.6935 | 0.6117 | 0.6935 | 0.8328 |
301
- | 0.4214 | 9.2593 | 500 | 0.6910 | 0.6546 | 0.6910 | 0.8313 |
302
- | 0.4214 | 9.2963 | 502 | 0.7162 | 0.6324 | 0.7162 | 0.8463 |
303
- | 0.4214 | 9.3333 | 504 | 0.7542 | 0.5760 | 0.7542 | 0.8684 |
304
- | 0.4214 | 9.3704 | 506 | 0.7555 | 0.6040 | 0.7555 | 0.8692 |
305
- | 0.4214 | 9.4074 | 508 | 0.7318 | 0.6554 | 0.7318 | 0.8555 |
306
- | 0.4214 | 9.4444 | 510 | 0.7602 | 0.6562 | 0.7602 | 0.8719 |
307
- | 0.4214 | 9.4815 | 512 | 0.8102 | 0.6032 | 0.8102 | 0.9001 |
308
- | 0.4214 | 9.5185 | 514 | 0.8119 | 0.6011 | 0.8119 | 0.9010 |
309
- | 0.4214 | 9.5556 | 516 | 0.8192 | 0.5344 | 0.8192 | 0.9051 |
310
- | 0.4214 | 9.5926 | 518 | 0.9046 | 0.4408 | 0.9046 | 0.9511 |
311
- | 0.4214 | 9.6296 | 520 | 0.9689 | 0.3950 | 0.9689 | 0.9843 |
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.9002
19
+ - Qwk: 0.4144
20
+ - Mse: 0.9002
21
+ - Rmse: 0.9488
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0426 | 2 | 4.8122 | -0.0075 | 4.8122 | 2.1937 |
53
+ | No log | 0.0851 | 4 | 3.0681 | -0.0352 | 3.0681 | 1.7516 |
54
+ | No log | 0.1277 | 6 | 1.8318 | 0.0198 | 1.8318 | 1.3534 |
55
+ | No log | 0.1702 | 8 | 1.7537 | 0.0062 | 1.7537 | 1.3243 |
56
+ | No log | 0.2128 | 10 | 2.0217 | -0.0925 | 2.0217 | 1.4219 |
57
+ | No log | 0.2553 | 12 | 1.8901 | -0.1251 | 1.8901 | 1.3748 |
58
+ | No log | 0.2979 | 14 | 1.6340 | 0.0376 | 1.6340 | 1.2783 |
59
+ | No log | 0.3404 | 16 | 1.3868 | 0.0421 | 1.3868 | 1.1776 |
60
+ | No log | 0.3830 | 18 | 1.3010 | 0.0269 | 1.3010 | 1.1406 |
61
+ | No log | 0.4255 | 20 | 1.3824 | 0.0845 | 1.3824 | 1.1757 |
62
+ | No log | 0.4681 | 22 | 1.3951 | 0.1604 | 1.3951 | 1.1812 |
63
+ | No log | 0.5106 | 24 | 1.2458 | 0.1505 | 1.2458 | 1.1162 |
64
+ | No log | 0.5532 | 26 | 1.3000 | 0.1021 | 1.3000 | 1.1402 |
65
+ | No log | 0.5957 | 28 | 1.7388 | 0.0599 | 1.7388 | 1.3186 |
66
+ | No log | 0.6383 | 30 | 1.8963 | 0.1439 | 1.8963 | 1.3770 |
67
+ | No log | 0.6809 | 32 | 1.4723 | 0.2201 | 1.4723 | 1.2134 |
68
+ | No log | 0.7234 | 34 | 1.1328 | 0.3263 | 1.1328 | 1.0643 |
69
+ | No log | 0.7660 | 36 | 1.1589 | 0.3660 | 1.1589 | 1.0765 |
70
+ | No log | 0.8085 | 38 | 1.1587 | 0.3011 | 1.1587 | 1.0764 |
71
+ | No log | 0.8511 | 40 | 1.3795 | 0.1080 | 1.3795 | 1.1745 |
72
+ | No log | 0.8936 | 42 | 1.6398 | 0.0667 | 1.6398 | 1.2805 |
73
+ | No log | 0.9362 | 44 | 1.7265 | 0.0363 | 1.7265 | 1.3140 |
74
+ | No log | 0.9787 | 46 | 1.5623 | 0.0766 | 1.5623 | 1.2499 |
75
+ | No log | 1.0213 | 48 | 1.4806 | 0.0622 | 1.4806 | 1.2168 |
76
+ | No log | 1.0638 | 50 | 1.4171 | 0.1659 | 1.4171 | 1.1904 |
77
+ | No log | 1.1064 | 52 | 1.3689 | 0.1226 | 1.3689 | 1.1700 |
78
+ | No log | 1.1489 | 54 | 1.1988 | 0.2622 | 1.1988 | 1.0949 |
79
+ | No log | 1.1915 | 56 | 1.1914 | 0.2476 | 1.1914 | 1.0915 |
80
+ | No log | 1.2340 | 58 | 1.2191 | 0.2085 | 1.2191 | 1.1041 |
81
+ | No log | 1.2766 | 60 | 1.6236 | 0.1038 | 1.6236 | 1.2742 |
82
+ | No log | 1.3191 | 62 | 2.0890 | 0.1509 | 2.0890 | 1.4453 |
83
+ | No log | 1.3617 | 64 | 1.7839 | 0.1430 | 1.7839 | 1.3356 |
84
+ | No log | 1.4043 | 66 | 1.5015 | 0.0905 | 1.5015 | 1.2254 |
85
+ | No log | 1.4468 | 68 | 1.1914 | 0.1848 | 1.1914 | 1.0915 |
86
+ | No log | 1.4894 | 70 | 1.0982 | 0.3189 | 1.0982 | 1.0479 |
87
+ | No log | 1.5319 | 72 | 1.0573 | 0.3347 | 1.0573 | 1.0282 |
88
+ | No log | 1.5745 | 74 | 1.1340 | 0.2439 | 1.1340 | 1.0649 |
89
+ | No log | 1.6170 | 76 | 1.4298 | 0.0972 | 1.4298 | 1.1957 |
90
+ | No log | 1.6596 | 78 | 1.6487 | 0.1508 | 1.6487 | 1.2840 |
91
+ | No log | 1.7021 | 80 | 1.5029 | 0.1195 | 1.5029 | 1.2259 |
92
+ | No log | 1.7447 | 82 | 1.3308 | 0.1395 | 1.3308 | 1.1536 |
93
+ | No log | 1.7872 | 84 | 1.2693 | 0.1659 | 1.2693 | 1.1266 |
94
+ | No log | 1.8298 | 86 | 1.1930 | 0.2390 | 1.1930 | 1.0922 |
95
+ | No log | 1.8723 | 88 | 0.9546 | 0.3753 | 0.9546 | 0.9771 |
96
+ | No log | 1.9149 | 90 | 0.9237 | 0.4180 | 0.9237 | 0.9611 |
97
+ | No log | 1.9574 | 92 | 0.9298 | 0.4401 | 0.9298 | 0.9643 |
98
+ | No log | 2.0 | 94 | 0.9353 | 0.4534 | 0.9353 | 0.9671 |
99
+ | No log | 2.0426 | 96 | 0.9114 | 0.4461 | 0.9114 | 0.9547 |
100
+ | No log | 2.0851 | 98 | 0.9261 | 0.4963 | 0.9261 | 0.9623 |
101
+ | No log | 2.1277 | 100 | 0.9183 | 0.4377 | 0.9183 | 0.9583 |
102
+ | No log | 2.1702 | 102 | 0.9270 | 0.4498 | 0.9270 | 0.9628 |
103
+ | No log | 2.2128 | 104 | 0.9341 | 0.4077 | 0.9341 | 0.9665 |
104
+ | No log | 2.2553 | 106 | 1.0545 | 0.3691 | 1.0545 | 1.0269 |
105
+ | No log | 2.2979 | 108 | 1.0953 | 0.3193 | 1.0953 | 1.0465 |
106
+ | No log | 2.3404 | 110 | 0.9748 | 0.4420 | 0.9748 | 0.9873 |
107
+ | No log | 2.3830 | 112 | 0.9710 | 0.3684 | 0.9710 | 0.9854 |
108
+ | No log | 2.4255 | 114 | 1.0235 | 0.4331 | 1.0235 | 1.0117 |
109
+ | No log | 2.4681 | 116 | 0.9750 | 0.3938 | 0.9750 | 0.9874 |
110
+ | No log | 2.5106 | 118 | 1.0305 | 0.4516 | 1.0305 | 1.0151 |
111
+ | No log | 2.5532 | 120 | 0.9758 | 0.3596 | 0.9758 | 0.9878 |
112
+ | No log | 2.5957 | 122 | 1.0048 | 0.4582 | 1.0048 | 1.0024 |
113
+ | No log | 2.6383 | 124 | 1.0677 | 0.3850 | 1.0677 | 1.0333 |
114
+ | No log | 2.6809 | 126 | 0.9952 | 0.4084 | 0.9952 | 0.9976 |
115
+ | No log | 2.7234 | 128 | 0.9634 | 0.4746 | 0.9634 | 0.9815 |
116
+ | No log | 2.7660 | 130 | 0.9927 | 0.3960 | 0.9927 | 0.9964 |
117
+ | No log | 2.8085 | 132 | 1.0217 | 0.3544 | 1.0217 | 1.0108 |
118
+ | No log | 2.8511 | 134 | 1.0128 | 0.3728 | 1.0128 | 1.0064 |
119
+ | No log | 2.8936 | 136 | 0.9970 | 0.4385 | 0.9970 | 0.9985 |
120
+ | No log | 2.9362 | 138 | 1.0160 | 0.3833 | 1.0160 | 1.0080 |
121
+ | No log | 2.9787 | 140 | 1.0121 | 0.3961 | 1.0121 | 1.0060 |
122
+ | No log | 3.0213 | 142 | 1.0128 | 0.4233 | 1.0128 | 1.0064 |
123
+ | No log | 3.0638 | 144 | 1.0413 | 0.3908 | 1.0413 | 1.0205 |
124
+ | No log | 3.1064 | 146 | 1.0194 | 0.3590 | 1.0194 | 1.0097 |
125
+ | No log | 3.1489 | 148 | 1.0187 | 0.4053 | 1.0187 | 1.0093 |
126
+ | No log | 3.1915 | 150 | 1.0415 | 0.2969 | 1.0415 | 1.0205 |
127
+ | No log | 3.2340 | 152 | 1.0455 | 0.3050 | 1.0455 | 1.0225 |
128
+ | No log | 3.2766 | 154 | 1.0094 | 0.3998 | 1.0094 | 1.0047 |
129
+ | No log | 3.3191 | 156 | 1.0209 | 0.4304 | 1.0209 | 1.0104 |
130
+ | No log | 3.3617 | 158 | 1.0673 | 0.5029 | 1.0673 | 1.0331 |
131
+ | No log | 3.4043 | 160 | 1.0393 | 0.4546 | 1.0393 | 1.0195 |
132
+ | No log | 3.4468 | 162 | 1.0719 | 0.4286 | 1.0719 | 1.0353 |
133
+ | No log | 3.4894 | 164 | 1.0844 | 0.4080 | 1.0844 | 1.0413 |
134
+ | No log | 3.5319 | 166 | 1.1426 | 0.3966 | 1.1426 | 1.0689 |
135
+ | No log | 3.5745 | 168 | 0.9936 | 0.4146 | 0.9936 | 0.9968 |
136
+ | No log | 3.6170 | 170 | 0.9810 | 0.4435 | 0.9810 | 0.9905 |
137
+ | No log | 3.6596 | 172 | 1.0874 | 0.4233 | 1.0874 | 1.0428 |
138
+ | No log | 3.7021 | 174 | 1.2268 | 0.4251 | 1.2268 | 1.1076 |
139
+ | No log | 3.7447 | 176 | 1.1650 | 0.4062 | 1.1650 | 1.0794 |
140
+ | No log | 3.7872 | 178 | 1.1476 | 0.2728 | 1.1476 | 1.0713 |
141
+ | No log | 3.8298 | 180 | 1.3088 | 0.3410 | 1.3088 | 1.1440 |
142
+ | No log | 3.8723 | 182 | 1.2345 | 0.2851 | 1.2345 | 1.1111 |
143
+ | No log | 3.9149 | 184 | 1.2082 | 0.3125 | 1.2082 | 1.0992 |
144
+ | No log | 3.9574 | 186 | 1.2015 | 0.2647 | 1.2015 | 1.0961 |
145
+ | No log | 4.0 | 188 | 1.2311 | 0.2403 | 1.2311 | 1.1096 |
146
+ | No log | 4.0426 | 190 | 1.2074 | 0.2514 | 1.2074 | 1.0988 |
147
+ | No log | 4.0851 | 192 | 1.2136 | 0.3460 | 1.2136 | 1.1016 |
148
+ | No log | 4.1277 | 194 | 1.2702 | 0.3000 | 1.2702 | 1.1270 |
149
+ | No log | 4.1702 | 196 | 1.1295 | 0.4503 | 1.1295 | 1.0628 |
150
+ | No log | 4.2128 | 198 | 1.0513 | 0.4032 | 1.0513 | 1.0253 |
151
+ | No log | 4.2553 | 200 | 1.0389 | 0.2759 | 1.0389 | 1.0193 |
152
+ | No log | 4.2979 | 202 | 1.0161 | 0.3436 | 1.0161 | 1.0080 |
153
+ | No log | 4.3404 | 204 | 0.9792 | 0.3935 | 0.9792 | 0.9895 |
154
+ | No log | 4.3830 | 206 | 0.9587 | 0.4474 | 0.9587 | 0.9791 |
155
+ | No log | 4.4255 | 208 | 0.9676 | 0.3081 | 0.9676 | 0.9837 |
156
+ | No log | 4.4681 | 210 | 0.9403 | 0.3243 | 0.9403 | 0.9697 |
157
+ | No log | 4.5106 | 212 | 0.9305 | 0.4746 | 0.9305 | 0.9646 |
158
+ | No log | 4.5532 | 214 | 0.9286 | 0.4196 | 0.9286 | 0.9636 |
159
+ | No log | 4.5957 | 216 | 0.9092 | 0.4626 | 0.9092 | 0.9535 |
160
+ | No log | 4.6383 | 218 | 0.9292 | 0.4366 | 0.9292 | 0.9639 |
161
+ | No log | 4.6809 | 220 | 1.0650 | 0.4677 | 1.0650 | 1.0320 |
162
+ | No log | 4.7234 | 222 | 1.0483 | 0.3836 | 1.0483 | 1.0239 |
163
+ | No log | 4.7660 | 224 | 0.9540 | 0.3868 | 0.9540 | 0.9767 |
164
+ | No log | 4.8085 | 226 | 0.9212 | 0.3796 | 0.9212 | 0.9598 |
165
+ | No log | 4.8511 | 228 | 0.9229 | 0.3337 | 0.9229 | 0.9607 |
166
+ | No log | 4.8936 | 230 | 0.9541 | 0.3290 | 0.9541 | 0.9768 |
167
+ | No log | 4.9362 | 232 | 0.9711 | 0.3094 | 0.9711 | 0.9854 |
168
+ | No log | 4.9787 | 234 | 0.9449 | 0.3290 | 0.9449 | 0.9721 |
169
+ | No log | 5.0213 | 236 | 0.9448 | 0.3337 | 0.9448 | 0.9720 |
170
+ | No log | 5.0638 | 238 | 0.9545 | 0.3108 | 0.9545 | 0.9770 |
171
+ | No log | 5.1064 | 240 | 0.9610 | 0.3090 | 0.9610 | 0.9803 |
172
+ | No log | 5.1489 | 242 | 1.0240 | 0.3966 | 1.0240 | 1.0119 |
173
+ | No log | 5.1915 | 244 | 0.9936 | 0.3724 | 0.9936 | 0.9968 |
174
+ | No log | 5.2340 | 246 | 0.9853 | 0.3108 | 0.9853 | 0.9926 |
175
+ | No log | 5.2766 | 248 | 0.9760 | 0.3472 | 0.9760 | 0.9879 |
176
+ | No log | 5.3191 | 250 | 1.0198 | 0.4579 | 1.0198 | 1.0098 |
177
+ | No log | 5.3617 | 252 | 0.9965 | 0.4145 | 0.9965 | 0.9983 |
178
+ | No log | 5.4043 | 254 | 0.9631 | 0.3174 | 0.9631 | 0.9814 |
179
+ | No log | 5.4468 | 256 | 1.0175 | 0.3532 | 1.0175 | 1.0087 |
180
+ | No log | 5.4894 | 258 | 0.9924 | 0.3614 | 0.9924 | 0.9962 |
181
+ | No log | 5.5319 | 260 | 0.9456 | 0.3525 | 0.9456 | 0.9724 |
182
+ | No log | 5.5745 | 262 | 0.9582 | 0.3724 | 0.9582 | 0.9789 |
183
+ | No log | 5.6170 | 264 | 0.9379 | 0.3724 | 0.9379 | 0.9685 |
184
+ | No log | 5.6596 | 266 | 0.9141 | 0.4084 | 0.9141 | 0.9561 |
185
+ | No log | 5.7021 | 268 | 0.8953 | 0.4004 | 0.8953 | 0.9462 |
186
+ | No log | 5.7447 | 270 | 0.8896 | 0.4138 | 0.8896 | 0.9432 |
187
+ | No log | 5.7872 | 272 | 0.8912 | 0.4965 | 0.8912 | 0.9440 |
188
+ | No log | 5.8298 | 274 | 0.9515 | 0.4477 | 0.9515 | 0.9755 |
189
+ | No log | 5.8723 | 276 | 1.0620 | 0.3151 | 1.0620 | 1.0305 |
190
+ | No log | 5.9149 | 278 | 1.1349 | 0.2958 | 1.1349 | 1.0653 |
191
+ | No log | 5.9574 | 280 | 1.0495 | 0.3119 | 1.0495 | 1.0244 |
192
+ | No log | 6.0 | 282 | 0.9618 | 0.3728 | 0.9618 | 0.9807 |
193
+ | No log | 6.0426 | 284 | 0.9813 | 0.3328 | 0.9813 | 0.9906 |
194
+ | No log | 6.0851 | 286 | 1.0063 | 0.3728 | 1.0063 | 1.0031 |
195
+ | No log | 6.1277 | 288 | 1.0605 | 0.2865 | 1.0605 | 1.0298 |
196
+ | No log | 6.1702 | 290 | 1.0486 | 0.3884 | 1.0486 | 1.0240 |
197
+ | No log | 6.2128 | 292 | 1.0270 | 0.3728 | 1.0270 | 1.0134 |
198
+ | No log | 6.2553 | 294 | 1.0537 | 0.3365 | 1.0537 | 1.0265 |
199
+ | No log | 6.2979 | 296 | 1.0899 | 0.2984 | 1.0899 | 1.0440 |
200
+ | No log | 6.3404 | 298 | 1.0007 | 0.3798 | 1.0007 | 1.0003 |
201
+ | No log | 6.3830 | 300 | 0.9685 | 0.3525 | 0.9685 | 0.9841 |
202
+ | No log | 6.4255 | 302 | 1.0883 | 0.2590 | 1.0883 | 1.0432 |
203
+ | No log | 6.4681 | 304 | 1.1411 | 0.3197 | 1.1411 | 1.0682 |
204
+ | No log | 6.5106 | 306 | 1.0022 | 0.3530 | 1.0022 | 1.0011 |
205
+ | No log | 6.5532 | 308 | 0.8851 | 0.4081 | 0.8851 | 0.9408 |
206
+ | No log | 6.5957 | 310 | 0.9013 | 0.4159 | 0.9013 | 0.9493 |
207
+ | No log | 6.6383 | 312 | 0.9013 | 0.4081 | 0.9013 | 0.9494 |
208
+ | No log | 6.6809 | 314 | 0.9667 | 0.3535 | 0.9667 | 0.9832 |
209
+ | No log | 6.7234 | 316 | 1.0521 | 0.2621 | 1.0521 | 1.0257 |
210
+ | No log | 6.7660 | 318 | 1.0349 | 0.2813 | 1.0349 | 1.0173 |
211
+ | No log | 6.8085 | 320 | 1.0566 | 0.3157 | 1.0566 | 1.0279 |
212
+ | No log | 6.8511 | 322 | 1.1358 | 0.3262 | 1.1358 | 1.0657 |
213
+ | No log | 6.8936 | 324 | 1.1170 | 0.3409 | 1.1170 | 1.0569 |
214
+ | No log | 6.9362 | 326 | 1.0586 | 0.2864 | 1.0586 | 1.0289 |
215
+ | No log | 6.9787 | 328 | 1.0410 | 0.3271 | 1.0410 | 1.0203 |
216
+ | No log | 7.0213 | 330 | 1.0320 | 0.2965 | 1.0320 | 1.0159 |
217
+ | No log | 7.0638 | 332 | 1.0221 | 0.3086 | 1.0221 | 1.0110 |
218
+ | No log | 7.1064 | 334 | 1.0111 | 0.4079 | 1.0111 | 1.0056 |
219
+ | No log | 7.1489 | 336 | 1.0076 | 0.3715 | 1.0076 | 1.0038 |
220
+ | No log | 7.1915 | 338 | 0.9910 | 0.3819 | 0.9910 | 0.9955 |
221
+ | No log | 7.2340 | 340 | 0.9663 | 0.4181 | 0.9663 | 0.9830 |
222
+ | No log | 7.2766 | 342 | 0.9660 | 0.3522 | 0.9660 | 0.9828 |
223
+ | No log | 7.3191 | 344 | 0.9250 | 0.4879 | 0.9250 | 0.9617 |
224
+ | No log | 7.3617 | 346 | 0.8838 | 0.4359 | 0.8838 | 0.9401 |
225
+ | No log | 7.4043 | 348 | 0.8791 | 0.3472 | 0.8791 | 0.9376 |
226
+ | No log | 7.4468 | 350 | 0.8777 | 0.4555 | 0.8777 | 0.9369 |
227
+ | No log | 7.4894 | 352 | 0.9044 | 0.4620 | 0.9044 | 0.9510 |
228
+ | No log | 7.5319 | 354 | 0.9123 | 0.4611 | 0.9123 | 0.9552 |
229
+ | No log | 7.5745 | 356 | 0.9339 | 0.3880 | 0.9339 | 0.9664 |
230
+ | No log | 7.6170 | 358 | 1.0084 | 0.3154 | 1.0084 | 1.0042 |
231
+ | No log | 7.6596 | 360 | 0.9489 | 0.4405 | 0.9489 | 0.9741 |
232
+ | No log | 7.7021 | 362 | 0.9001 | 0.3996 | 0.9001 | 0.9487 |
233
+ | No log | 7.7447 | 364 | 1.0527 | 0.3782 | 1.0527 | 1.0260 |
234
+ | No log | 7.7872 | 366 | 1.0485 | 0.3782 | 1.0485 | 1.0239 |
235
+ | No log | 7.8298 | 368 | 0.9314 | 0.3996 | 0.9314 | 0.9651 |
236
+ | No log | 7.8723 | 370 | 0.9201 | 0.3421 | 0.9201 | 0.9592 |
237
+ | No log | 7.9149 | 372 | 0.9135 | 0.3728 | 0.9135 | 0.9557 |
238
+ | No log | 7.9574 | 374 | 0.9592 | 0.4450 | 0.9592 | 0.9794 |
239
+ | No log | 8.0 | 376 | 0.9563 | 0.4115 | 0.9563 | 0.9779 |
240
+ | No log | 8.0426 | 378 | 0.8871 | 0.4016 | 0.8871 | 0.9419 |
241
+ | No log | 8.0851 | 380 | 0.9254 | 0.3621 | 0.9254 | 0.9620 |
242
+ | No log | 8.1277 | 382 | 0.9975 | 0.3864 | 0.9975 | 0.9987 |
243
+ | No log | 8.1702 | 384 | 0.9820 | 0.4386 | 0.9820 | 0.9909 |
244
+ | No log | 8.2128 | 386 | 0.9066 | 0.3380 | 0.9066 | 0.9522 |
245
+ | No log | 8.2553 | 388 | 0.8911 | 0.4527 | 0.8911 | 0.9440 |
246
+ | No log | 8.2979 | 390 | 0.9078 | 0.4235 | 0.9078 | 0.9528 |
247
+ | No log | 8.3404 | 392 | 0.9014 | 0.3979 | 0.9014 | 0.9494 |
248
+ | No log | 8.3830 | 394 | 0.9402 | 0.3237 | 0.9402 | 0.9697 |
249
+ | No log | 8.4255 | 396 | 0.9647 | 0.3777 | 0.9647 | 0.9822 |
250
+ | No log | 8.4681 | 398 | 0.9024 | 0.4142 | 0.9024 | 0.9500 |
251
+ | No log | 8.5106 | 400 | 0.8656 | 0.4646 | 0.8656 | 0.9304 |
252
+ | No log | 8.5532 | 402 | 0.8747 | 0.4563 | 0.8747 | 0.9352 |
253
+ | No log | 8.5957 | 404 | 0.8875 | 0.4429 | 0.8875 | 0.9421 |
254
+ | No log | 8.6383 | 406 | 0.9024 | 0.4397 | 0.9024 | 0.9500 |
255
+ | No log | 8.6809 | 408 | 0.9119 | 0.4119 | 0.9119 | 0.9549 |
256
+ | No log | 8.7234 | 410 | 0.9247 | 0.4119 | 0.9247 | 0.9616 |
257
+ | No log | 8.7660 | 412 | 0.9588 | 0.3408 | 0.9588 | 0.9792 |
258
+ | No log | 8.8085 | 414 | 1.0353 | 0.2233 | 1.0353 | 1.0175 |
259
+ | No log | 8.8511 | 416 | 1.1303 | 0.1896 | 1.1303 | 1.0632 |
260
+ | No log | 8.8936 | 418 | 1.1172 | 0.2439 | 1.1172 | 1.0570 |
261
+ | No log | 8.9362 | 420 | 1.0152 | 0.3243 | 1.0152 | 1.0076 |
262
+ | No log | 8.9787 | 422 | 0.9568 | 0.3090 | 0.9568 | 0.9782 |
263
+ | No log | 9.0213 | 424 | 0.9590 | 0.3771 | 0.9590 | 0.9793 |
264
+ | No log | 9.0638 | 426 | 0.9528 | 0.3771 | 0.9528 | 0.9761 |
265
+ | No log | 9.1064 | 428 | 0.9725 | 0.3819 | 0.9725 | 0.9862 |
266
+ | No log | 9.1489 | 430 | 0.9967 | 0.3449 | 0.9967 | 0.9984 |
267
+ | No log | 9.1915 | 432 | 1.0234 | 0.3165 | 1.0234 | 1.0116 |
268
+ | No log | 9.2340 | 434 | 1.0156 | 0.3249 | 1.0156 | 1.0078 |
269
+ | No log | 9.2766 | 436 | 0.9665 | 0.3482 | 0.9665 | 0.9831 |
270
+ | No log | 9.3191 | 438 | 0.9527 | 0.3987 | 0.9527 | 0.9761 |
271
+ | No log | 9.3617 | 440 | 0.9565 | 0.3920 | 0.9565 | 0.9780 |
272
+ | No log | 9.4043 | 442 | 0.9587 | 0.4570 | 0.9587 | 0.9792 |
273
+ | No log | 9.4468 | 444 | 0.9393 | 0.4294 | 0.9393 | 0.9692 |
274
+ | No log | 9.4894 | 446 | 0.9155 | 0.4388 | 0.9155 | 0.9568 |
275
+ | No log | 9.5319 | 448 | 0.9139 | 0.3987 | 0.9139 | 0.9560 |
276
+ | No log | 9.5745 | 450 | 0.9193 | 0.4084 | 0.9193 | 0.9588 |
277
+ | No log | 9.6170 | 452 | 0.9239 | 0.4521 | 0.9239 | 0.9612 |
278
+ | No log | 9.6596 | 454 | 0.9928 | 0.3602 | 0.9928 | 0.9964 |
279
+ | No log | 9.7021 | 456 | 1.0517 | 0.3218 | 1.0517 | 1.0255 |
280
+ | No log | 9.7447 | 458 | 1.0206 | 0.3548 | 1.0206 | 1.0103 |
281
+ | No log | 9.7872 | 460 | 0.9278 | 0.4696 | 0.9278 | 0.9632 |
282
+ | No log | 9.8298 | 462 | 0.9051 | 0.4313 | 0.9051 | 0.9514 |
283
+ | No log | 9.8723 | 464 | 0.9253 | 0.4273 | 0.9253 | 0.9619 |
284
+ | No log | 9.9149 | 466 | 0.9060 | 0.4181 | 0.9060 | 0.9519 |
285
+ | No log | 9.9574 | 468 | 0.9226 | 0.4794 | 0.9226 | 0.9605 |
286
+ | No log | 10.0 | 470 | 0.9506 | 0.4741 | 0.9506 | 0.9750 |
287
+ | No log | 10.0426 | 472 | 0.9352 | 0.4393 | 0.9352 | 0.9670 |
288
+ | No log | 10.0851 | 474 | 0.9377 | 0.4218 | 0.9377 | 0.9684 |
289
+ | No log | 10.1277 | 476 | 0.9348 | 0.4218 | 0.9348 | 0.9669 |
290
+ | No log | 10.1702 | 478 | 0.9387 | 0.4218 | 0.9387 | 0.9689 |
291
+ | No log | 10.2128 | 480 | 0.9448 | 0.4084 | 0.9448 | 0.9720 |
292
+ | No log | 10.2553 | 482 | 0.9508 | 0.4393 | 0.9508 | 0.9751 |
293
+ | No log | 10.2979 | 484 | 0.9548 | 0.4434 | 0.9548 | 0.9771 |
294
+ | No log | 10.3404 | 486 | 0.9490 | 0.3511 | 0.9490 | 0.9741 |
295
+ | No log | 10.3830 | 488 | 0.9407 | 0.3608 | 0.9407 | 0.9699 |
296
+ | No log | 10.4255 | 490 | 0.9312 | 0.3608 | 0.9312 | 0.9650 |
297
+ | No log | 10.4681 | 492 | 0.9125 | 0.4084 | 0.9125 | 0.9552 |
298
+ | No log | 10.5106 | 494 | 0.8901 | 0.4352 | 0.8901 | 0.9435 |
299
+ | No log | 10.5532 | 496 | 0.8825 | 0.4346 | 0.8825 | 0.9394 |
300
+ | No log | 10.5957 | 498 | 0.8902 | 0.4527 | 0.8902 | 0.9435 |
301
+ | 0.3308 | 10.6383 | 500 | 0.8867 | 0.4540 | 0.8867 | 0.9416 |
302
+ | 0.3308 | 10.6809 | 502 | 0.8795 | 0.4429 | 0.8795 | 0.9378 |
303
+ | 0.3308 | 10.7234 | 504 | 0.8847 | 0.4681 | 0.8847 | 0.9406 |
304
+ | 0.3308 | 10.7660 | 506 | 0.8818 | 0.4626 | 0.8818 | 0.9390 |
305
+ | 0.3308 | 10.8085 | 508 | 0.8752 | 0.4626 | 0.8752 | 0.9355 |
306
+ | 0.3308 | 10.8511 | 510 | 0.8616 | 0.4393 | 0.8616 | 0.9283 |
307
+ | 0.3308 | 10.8936 | 512 | 0.8578 | 0.4450 | 0.8578 | 0.9262 |
308
+ | 0.3308 | 10.9362 | 514 | 0.8730 | 0.4409 | 0.8730 | 0.9343 |
309
+ | 0.3308 | 10.9787 | 516 | 0.8715 | 0.4181 | 0.8715 | 0.9335 |
310
+ | 0.3308 | 11.0213 | 518 | 0.9002 | 0.4144 | 0.9002 | 0.9488 |
 
311
 
312
 
313
  ### Framework versions
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