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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task5_organization

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  1. README.md +261 -266
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.1074
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- - Qwk: 0.2560
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- - Mse: 1.1074
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- - Rmse: 1.0523
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  ## Model description
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@@ -49,266 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.2222 | 2 | 4.4122 | -0.0313 | 4.4122 | 2.1005 |
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- | No log | 0.4444 | 4 | 2.8015 | -0.0278 | 2.8015 | 1.6738 |
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- | No log | 0.6667 | 6 | 1.9852 | -0.0015 | 1.9852 | 1.4090 |
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- | No log | 0.8889 | 8 | 1.7320 | 0.0893 | 1.7320 | 1.3160 |
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- | No log | 1.1111 | 10 | 1.3489 | 0.0303 | 1.3489 | 1.1614 |
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- | No log | 1.3333 | 12 | 1.1334 | 0.1379 | 1.1334 | 1.0646 |
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- | No log | 1.5556 | 14 | 1.6645 | 0.1670 | 1.6645 | 1.2902 |
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- | No log | 1.7778 | 16 | 1.8439 | 0.1740 | 1.8439 | 1.3579 |
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- | No log | 2.0 | 18 | 1.1313 | 0.2615 | 1.1313 | 1.0636 |
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- | No log | 2.2222 | 20 | 1.0793 | 0.2245 | 1.0793 | 1.0389 |
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- | No log | 2.4444 | 22 | 1.5277 | 0.2282 | 1.5277 | 1.2360 |
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- | No log | 2.6667 | 24 | 1.9377 | 0.1952 | 1.9377 | 1.3920 |
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- | No log | 2.8889 | 26 | 1.8203 | 0.1906 | 1.8203 | 1.3492 |
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- | No log | 3.1111 | 28 | 1.2736 | 0.2870 | 1.2736 | 1.1285 |
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- | No log | 3.3333 | 30 | 1.3251 | 0.2272 | 1.3251 | 1.1511 |
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- | No log | 3.5556 | 32 | 1.6380 | 0.1875 | 1.6380 | 1.2798 |
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- | No log | 3.7778 | 34 | 1.2722 | 0.1834 | 1.2722 | 1.1279 |
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- | No log | 4.0 | 36 | 1.0168 | 0.2408 | 1.0168 | 1.0084 |
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- | No log | 4.2222 | 38 | 1.0453 | 0.3483 | 1.0453 | 1.0224 |
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- | No log | 4.4444 | 40 | 1.0912 | 0.3353 | 1.0912 | 1.0446 |
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- | No log | 4.6667 | 42 | 1.8355 | 0.2014 | 1.8355 | 1.3548 |
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- | No log | 4.8889 | 44 | 3.6049 | 0.0619 | 3.6049 | 1.8986 |
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- | No log | 5.1111 | 46 | 3.8017 | 0.0791 | 3.8017 | 1.9498 |
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- | No log | 5.3333 | 48 | 2.7165 | 0.0894 | 2.7165 | 1.6482 |
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- | No log | 5.5556 | 50 | 1.4415 | 0.2065 | 1.4415 | 1.2006 |
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- | No log | 5.7778 | 52 | 1.0373 | 0.3554 | 1.0373 | 1.0185 |
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- | No log | 6.0 | 54 | 1.0404 | 0.2980 | 1.0404 | 1.0200 |
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- | No log | 6.2222 | 56 | 1.1945 | 0.2322 | 1.1945 | 1.0930 |
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- | No log | 6.4444 | 58 | 1.7209 | 0.0959 | 1.7209 | 1.3118 |
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- | No log | 6.6667 | 60 | 1.9674 | 0.0951 | 1.9674 | 1.4026 |
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- | No log | 6.8889 | 62 | 1.6573 | 0.0976 | 1.6573 | 1.2874 |
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- | No log | 7.1111 | 64 | 1.1783 | 0.2092 | 1.1783 | 1.0855 |
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- | No log | 7.3333 | 66 | 1.0661 | 0.3571 | 1.0661 | 1.0325 |
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- | No log | 7.5556 | 68 | 1.1033 | 0.3541 | 1.1033 | 1.0504 |
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- | No log | 7.7778 | 70 | 1.1828 | 0.1740 | 1.1828 | 1.0876 |
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- | No log | 8.0 | 72 | 1.4672 | 0.1895 | 1.4672 | 1.2113 |
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- | No log | 8.2222 | 74 | 1.6270 | 0.2185 | 1.6270 | 1.2755 |
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- | No log | 8.4444 | 76 | 1.5002 | 0.2124 | 1.5002 | 1.2248 |
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- | No log | 8.6667 | 78 | 1.2672 | 0.2635 | 1.2672 | 1.1257 |
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- | No log | 8.8889 | 80 | 1.0290 | 0.3769 | 1.0290 | 1.0144 |
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- | No log | 9.1111 | 82 | 1.0521 | 0.4029 | 1.0521 | 1.0257 |
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- | No log | 9.3333 | 84 | 1.0826 | 0.3286 | 1.0826 | 1.0405 |
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- | No log | 9.5556 | 86 | 1.1817 | 0.3755 | 1.1817 | 1.0871 |
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- | No log | 9.7778 | 88 | 1.2307 | 0.2991 | 1.2307 | 1.1094 |
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- | No log | 10.0 | 90 | 1.3444 | 0.3327 | 1.3444 | 1.1595 |
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- | No log | 10.2222 | 92 | 1.3669 | 0.2508 | 1.3669 | 1.1692 |
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- | No log | 10.4444 | 94 | 1.1297 | 0.3694 | 1.1297 | 1.0629 |
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- | No log | 10.6667 | 96 | 0.9890 | 0.4191 | 0.9890 | 0.9945 |
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- | No log | 10.8889 | 98 | 0.9526 | 0.2829 | 0.9526 | 0.9760 |
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- | No log | 11.1111 | 100 | 0.9743 | 0.3958 | 0.9743 | 0.9871 |
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- | No log | 11.3333 | 102 | 1.2165 | 0.3138 | 1.2165 | 1.1029 |
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- | No log | 11.5556 | 104 | 1.4038 | 0.2742 | 1.4038 | 1.1848 |
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- | No log | 11.7778 | 106 | 1.2767 | 0.2989 | 1.2767 | 1.1299 |
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- | No log | 12.0 | 108 | 1.0661 | 0.3819 | 1.0661 | 1.0325 |
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- | No log | 12.2222 | 110 | 1.0328 | 0.4017 | 1.0328 | 1.0163 |
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- | No log | 12.4444 | 112 | 1.1198 | 0.3978 | 1.1198 | 1.0582 |
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- | No log | 12.6667 | 114 | 1.4418 | 0.2775 | 1.4418 | 1.2008 |
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- | No log | 12.8889 | 116 | 1.6560 | 0.2161 | 1.6560 | 1.2868 |
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- | No log | 13.1111 | 118 | 1.4723 | 0.2741 | 1.4723 | 1.2134 |
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- | No log | 13.3333 | 120 | 1.1676 | 0.3882 | 1.1676 | 1.0806 |
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- | No log | 13.5556 | 122 | 0.9956 | 0.4017 | 0.9956 | 0.9978 |
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- | No log | 13.7778 | 124 | 0.9878 | 0.4142 | 0.9878 | 0.9939 |
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- | No log | 14.0 | 126 | 1.1289 | 0.4258 | 1.1289 | 1.0625 |
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- | No log | 14.2222 | 128 | 1.5379 | 0.2436 | 1.5379 | 1.2401 |
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- | No log | 14.4444 | 130 | 1.7143 | 0.2566 | 1.7143 | 1.3093 |
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- | No log | 14.6667 | 132 | 1.4481 | 0.1979 | 1.4481 | 1.2034 |
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- | No log | 14.8889 | 134 | 1.0912 | 0.4105 | 1.0912 | 1.0446 |
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- | No log | 15.1111 | 136 | 1.0790 | 0.3756 | 1.0790 | 1.0388 |
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- | No log | 15.3333 | 138 | 1.0820 | 0.3756 | 1.0820 | 1.0402 |
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- | No log | 15.5556 | 140 | 1.1100 | 0.4316 | 1.1100 | 1.0536 |
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- | No log | 15.7778 | 142 | 1.3553 | 0.2475 | 1.3553 | 1.1642 |
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- | No log | 16.0 | 144 | 1.7795 | 0.2109 | 1.7795 | 1.3340 |
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- | No log | 16.2222 | 146 | 1.8806 | 0.2200 | 1.8806 | 1.3713 |
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- | No log | 16.4444 | 148 | 1.6035 | 0.2151 | 1.6035 | 1.2663 |
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- | No log | 16.6667 | 150 | 1.2096 | 0.3185 | 1.2096 | 1.0998 |
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- | No log | 16.8889 | 152 | 1.0681 | 0.3210 | 1.0681 | 1.0335 |
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- | No log | 17.1111 | 154 | 1.0115 | 0.2829 | 1.0115 | 1.0057 |
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- | No log | 17.3333 | 156 | 1.0342 | 0.3363 | 1.0342 | 1.0170 |
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- | No log | 17.5556 | 158 | 1.2239 | 0.2526 | 1.2239 | 1.1063 |
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- | No log | 17.7778 | 160 | 1.5260 | 0.2308 | 1.5260 | 1.2353 |
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- | No log | 18.0 | 162 | 1.5713 | 0.2308 | 1.5713 | 1.2535 |
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- | No log | 18.2222 | 164 | 1.3104 | 0.2726 | 1.3104 | 1.1447 |
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- | No log | 18.4444 | 166 | 1.0651 | 0.3157 | 1.0651 | 1.0320 |
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- | No log | 18.6667 | 168 | 1.0351 | 0.3762 | 1.0351 | 1.0174 |
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- | No log | 18.8889 | 170 | 1.1097 | 0.3377 | 1.1097 | 1.0534 |
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- | No log | 19.1111 | 172 | 1.3743 | 0.2558 | 1.3743 | 1.1723 |
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- | No log | 19.3333 | 174 | 1.5855 | 0.2772 | 1.5855 | 1.2592 |
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- | No log | 19.5556 | 176 | 1.4831 | 0.2806 | 1.4831 | 1.2178 |
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- | No log | 19.7778 | 178 | 1.2429 | 0.2810 | 1.2429 | 1.1149 |
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- | No log | 20.0 | 180 | 1.0386 | 0.4331 | 1.0386 | 1.0191 |
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- | No log | 20.2222 | 182 | 0.9978 | 0.4170 | 0.9978 | 0.9989 |
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- | No log | 20.4444 | 184 | 1.0243 | 0.4536 | 1.0243 | 1.0121 |
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- | No log | 20.6667 | 186 | 1.1281 | 0.4130 | 1.1281 | 1.0621 |
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- | No log | 20.8889 | 188 | 1.3046 | 0.2910 | 1.3046 | 1.1422 |
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- | No log | 21.1111 | 190 | 1.2954 | 0.3050 | 1.2954 | 1.1381 |
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- | No log | 21.3333 | 192 | 1.1438 | 0.3311 | 1.1438 | 1.0695 |
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- | No log | 21.5556 | 194 | 1.0555 | 0.4657 | 1.0555 | 1.0274 |
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- | No log | 21.7778 | 196 | 1.0376 | 0.4021 | 1.0376 | 1.0186 |
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- | No log | 22.0 | 198 | 1.0219 | 0.3665 | 1.0219 | 1.0109 |
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- | No log | 22.2222 | 200 | 1.0597 | 0.4087 | 1.0597 | 1.0294 |
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- | No log | 22.4444 | 202 | 1.1564 | 0.2612 | 1.1564 | 1.0753 |
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- | No log | 22.6667 | 204 | 1.1597 | 0.3452 | 1.1597 | 1.0769 |
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- | No log | 22.8889 | 206 | 1.0933 | 0.3273 | 1.0933 | 1.0456 |
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- | No log | 23.1111 | 208 | 1.0568 | 0.3958 | 1.0568 | 1.0280 |
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- | No log | 23.3333 | 210 | 1.0536 | 0.3566 | 1.0536 | 1.0265 |
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- | No log | 23.5556 | 212 | 1.0728 | 0.3082 | 1.0728 | 1.0358 |
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- | No log | 23.7778 | 214 | 1.0625 | 0.2643 | 1.0625 | 1.0308 |
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- | No log | 24.0 | 216 | 1.0763 | 0.2478 | 1.0763 | 1.0374 |
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- | No log | 24.2222 | 218 | 1.1608 | 0.2017 | 1.1608 | 1.0774 |
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- | No log | 24.4444 | 220 | 1.2303 | 0.1272 | 1.2303 | 1.1092 |
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- | No log | 24.6667 | 222 | 1.1962 | 0.1856 | 1.1962 | 1.0937 |
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- | No log | 24.8889 | 224 | 1.1370 | 0.2327 | 1.1370 | 1.0663 |
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- | No log | 25.1111 | 226 | 1.1668 | 0.2324 | 1.1668 | 1.0802 |
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- | No log | 25.3333 | 228 | 1.2803 | 0.2272 | 1.2803 | 1.1315 |
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- | No log | 25.5556 | 230 | 1.4786 | 0.1941 | 1.4786 | 1.2160 |
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- | No log | 25.7778 | 232 | 1.4491 | 0.2504 | 1.4491 | 1.2038 |
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- | No log | 26.0 | 234 | 1.4290 | 0.2447 | 1.4290 | 1.1954 |
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- | No log | 26.2222 | 236 | 1.2352 | 0.1970 | 1.2352 | 1.1114 |
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- | No log | 26.4444 | 238 | 1.0467 | 0.3566 | 1.0467 | 1.0231 |
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- | No log | 26.6667 | 240 | 0.9987 | 0.4109 | 0.9987 | 0.9993 |
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- | No log | 26.8889 | 242 | 0.9909 | 0.4208 | 0.9909 | 0.9954 |
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- | No log | 27.1111 | 244 | 0.9928 | 0.3968 | 0.9928 | 0.9964 |
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- | No log | 27.3333 | 246 | 1.0812 | 0.1895 | 1.0812 | 1.0398 |
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- | No log | 27.5556 | 248 | 1.2315 | 0.2418 | 1.2315 | 1.1097 |
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- | No log | 27.7778 | 250 | 1.2941 | 0.25 | 1.2941 | 1.1376 |
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- | No log | 28.0 | 252 | 1.2007 | 0.2349 | 1.2007 | 1.0957 |
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- | No log | 28.2222 | 254 | 1.0608 | 0.2339 | 1.0608 | 1.0300 |
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- | No log | 28.4444 | 256 | 0.9898 | 0.3160 | 0.9898 | 0.9949 |
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- | No log | 28.6667 | 258 | 0.9655 | 0.3160 | 0.9655 | 0.9826 |
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- | No log | 28.8889 | 260 | 0.9849 | 0.3320 | 0.9849 | 0.9924 |
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- | No log | 29.1111 | 262 | 1.0347 | 0.1968 | 1.0347 | 1.0172 |
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- | No log | 29.3333 | 264 | 1.1588 | 0.2132 | 1.1588 | 1.0765 |
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- | No log | 29.5556 | 266 | 1.3802 | 0.2029 | 1.3802 | 1.1748 |
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- | No log | 29.7778 | 268 | 1.4107 | 0.2124 | 1.4107 | 1.1877 |
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- | No log | 30.0 | 270 | 1.3014 | 0.1949 | 1.3014 | 1.1408 |
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- | No log | 30.2222 | 272 | 1.1822 | 0.2261 | 1.1822 | 1.0873 |
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- | No log | 30.4444 | 274 | 1.0788 | 0.3817 | 1.0788 | 1.0386 |
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- | No log | 30.6667 | 276 | 1.0569 | 0.3651 | 1.0569 | 1.0281 |
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- | No log | 30.8889 | 278 | 1.0754 | 0.3669 | 1.0754 | 1.0370 |
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- | No log | 31.1111 | 280 | 1.1147 | 0.2668 | 1.1147 | 1.0558 |
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- | No log | 31.3333 | 282 | 1.1562 | 0.2934 | 1.1562 | 1.0753 |
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- | No log | 31.5556 | 284 | 1.1315 | 0.2689 | 1.1315 | 1.0637 |
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- | No log | 31.7778 | 286 | 1.1086 | 0.2689 | 1.1086 | 1.0529 |
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- | No log | 32.0 | 288 | 1.0781 | 0.3121 | 1.0781 | 1.0383 |
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- | No log | 32.2222 | 290 | 1.0911 | 0.3141 | 1.0911 | 1.0446 |
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- | No log | 32.4444 | 292 | 1.1473 | 0.2690 | 1.1473 | 1.0711 |
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- | No log | 32.6667 | 294 | 1.1911 | 0.2282 | 1.1911 | 1.0914 |
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- | No log | 32.8889 | 296 | 1.2820 | 0.1489 | 1.2820 | 1.1322 |
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- | No log | 33.1111 | 298 | 1.2181 | 0.1991 | 1.2181 | 1.1037 |
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- | No log | 33.3333 | 300 | 1.0974 | 0.3016 | 1.0974 | 1.0476 |
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- | No log | 33.5556 | 302 | 1.0763 | 0.4 | 1.0763 | 1.0374 |
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- | No log | 33.7778 | 304 | 1.1058 | 0.3397 | 1.1058 | 1.0516 |
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- | No log | 34.0 | 306 | 1.1233 | 0.3397 | 1.1233 | 1.0599 |
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- | No log | 34.2222 | 308 | 1.1738 | 0.1713 | 1.1738 | 1.0834 |
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- | No log | 34.4444 | 310 | 1.2149 | 0.1852 | 1.2149 | 1.1022 |
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- | No log | 34.6667 | 312 | 1.2030 | 0.1852 | 1.2030 | 1.0968 |
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- | No log | 34.8889 | 314 | 1.2061 | 0.1852 | 1.2061 | 1.0982 |
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- | No log | 35.1111 | 316 | 1.1438 | 0.2065 | 1.1438 | 1.0695 |
210
- | No log | 35.3333 | 318 | 1.0830 | 0.3495 | 1.0830 | 1.0407 |
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- | No log | 35.5556 | 320 | 1.0738 | 0.3609 | 1.0738 | 1.0363 |
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- | No log | 35.7778 | 322 | 1.1140 | 0.3646 | 1.1140 | 1.0555 |
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- | No log | 36.0 | 324 | 1.2026 | 0.1751 | 1.2026 | 1.0967 |
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- | No log | 36.2222 | 326 | 1.4003 | 0.1608 | 1.4003 | 1.1833 |
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- | No log | 36.4444 | 328 | 1.5303 | 0.2249 | 1.5303 | 1.2371 |
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- | No log | 36.6667 | 330 | 1.4255 | 0.1683 | 1.4255 | 1.1939 |
217
- | No log | 36.8889 | 332 | 1.2661 | 0.1777 | 1.2661 | 1.1252 |
218
- | No log | 37.1111 | 334 | 1.2112 | 0.2164 | 1.2112 | 1.1006 |
219
- | No log | 37.3333 | 336 | 1.1780 | 0.2040 | 1.1780 | 1.0853 |
220
- | No log | 37.5556 | 338 | 1.1597 | 0.1783 | 1.1597 | 1.0769 |
221
- | No log | 37.7778 | 340 | 1.1704 | 0.1485 | 1.1704 | 1.0819 |
222
- | No log | 38.0 | 342 | 1.2019 | 0.1992 | 1.2019 | 1.0963 |
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- | No log | 38.2222 | 344 | 1.1883 | 0.1751 | 1.1883 | 1.0901 |
224
- | No log | 38.4444 | 346 | 1.1623 | 0.2611 | 1.1623 | 1.0781 |
225
- | No log | 38.6667 | 348 | 1.1676 | 0.3243 | 1.1676 | 1.0806 |
226
- | No log | 38.8889 | 350 | 1.1435 | 0.3365 | 1.1435 | 1.0694 |
227
- | No log | 39.1111 | 352 | 1.1275 | 0.3625 | 1.1275 | 1.0618 |
228
- | No log | 39.3333 | 354 | 1.1069 | 0.3625 | 1.1069 | 1.0521 |
229
- | No log | 39.5556 | 356 | 1.1370 | 0.3620 | 1.1370 | 1.0663 |
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- | No log | 39.7778 | 358 | 1.1498 | 0.3163 | 1.1498 | 1.0723 |
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- | No log | 40.0 | 360 | 1.1644 | 0.2635 | 1.1644 | 1.0791 |
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- | No log | 40.2222 | 362 | 1.1847 | 0.2112 | 1.1847 | 1.0884 |
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- | No log | 40.4444 | 364 | 1.1644 | 0.2187 | 1.1644 | 1.0791 |
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- | No log | 40.6667 | 366 | 1.1614 | 0.1913 | 1.1614 | 1.0777 |
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- | No log | 40.8889 | 368 | 1.1566 | 0.2673 | 1.1566 | 1.0755 |
236
- | No log | 41.1111 | 370 | 1.1793 | 0.2229 | 1.1793 | 1.0860 |
237
- | No log | 41.3333 | 372 | 1.2168 | 0.2082 | 1.2168 | 1.1031 |
238
- | No log | 41.5556 | 374 | 1.2828 | 0.2915 | 1.2828 | 1.1326 |
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- | No log | 41.7778 | 376 | 1.3295 | 0.2915 | 1.3295 | 1.1531 |
240
- | No log | 42.0 | 378 | 1.3627 | 0.2143 | 1.3627 | 1.1673 |
241
- | No log | 42.2222 | 380 | 1.3859 | 0.2143 | 1.3859 | 1.1772 |
242
- | No log | 42.4444 | 382 | 1.3549 | 0.2638 | 1.3549 | 1.1640 |
243
- | No log | 42.6667 | 384 | 1.3435 | 0.2393 | 1.3435 | 1.1591 |
244
- | No log | 42.8889 | 386 | 1.3190 | 0.2067 | 1.3190 | 1.1485 |
245
- | No log | 43.1111 | 388 | 1.2541 | 0.1913 | 1.2541 | 1.1199 |
246
- | No log | 43.3333 | 390 | 1.1946 | 0.1995 | 1.1946 | 1.0930 |
247
- | No log | 43.5556 | 392 | 1.1782 | 0.1995 | 1.1782 | 1.0855 |
248
- | No log | 43.7778 | 394 | 1.1914 | 0.2673 | 1.1914 | 1.0915 |
249
- | No log | 44.0 | 396 | 1.1884 | 0.2673 | 1.1884 | 1.0901 |
250
- | No log | 44.2222 | 398 | 1.1843 | 0.2552 | 1.1843 | 1.0883 |
251
- | No log | 44.4444 | 400 | 1.1581 | 0.2268 | 1.1581 | 1.0762 |
252
- | No log | 44.6667 | 402 | 1.1367 | 0.3275 | 1.1367 | 1.0662 |
253
- | No log | 44.8889 | 404 | 1.1302 | 0.3466 | 1.1302 | 1.0631 |
254
- | No log | 45.1111 | 406 | 1.1211 | 0.3466 | 1.1211 | 1.0588 |
255
- | No log | 45.3333 | 408 | 1.1224 | 0.3167 | 1.1224 | 1.0595 |
256
- | No log | 45.5556 | 410 | 1.1747 | 0.2333 | 1.1747 | 1.0839 |
257
- | No log | 45.7778 | 412 | 1.2462 | 0.1274 | 1.2462 | 1.1163 |
258
- | No log | 46.0 | 414 | 1.3189 | 0.1625 | 1.3189 | 1.1484 |
259
- | No log | 46.2222 | 416 | 1.3086 | 0.1522 | 1.3086 | 1.1439 |
260
- | No log | 46.4444 | 418 | 1.2999 | 0.1522 | 1.2999 | 1.1401 |
261
- | No log | 46.6667 | 420 | 1.2542 | 0.1298 | 1.2542 | 1.1199 |
262
- | No log | 46.8889 | 422 | 1.1917 | 0.2322 | 1.1917 | 1.0917 |
263
- | No log | 47.1111 | 424 | 1.1350 | 0.3136 | 1.1350 | 1.0654 |
264
- | No log | 47.3333 | 426 | 1.1547 | 0.2322 | 1.1547 | 1.0746 |
265
- | No log | 47.5556 | 428 | 1.1894 | 0.1935 | 1.1894 | 1.0906 |
266
- | No log | 47.7778 | 430 | 1.1644 | 0.2322 | 1.1644 | 1.0791 |
267
- | No log | 48.0 | 432 | 1.1758 | 0.2592 | 1.1758 | 1.0844 |
268
- | No log | 48.2222 | 434 | 1.1454 | 0.3459 | 1.1454 | 1.0702 |
269
- | No log | 48.4444 | 436 | 1.1217 | 0.3339 | 1.1217 | 1.0591 |
270
- | No log | 48.6667 | 438 | 1.1197 | 0.3311 | 1.1197 | 1.0582 |
271
- | No log | 48.8889 | 440 | 1.1273 | 0.3433 | 1.1273 | 1.0618 |
272
- | No log | 49.1111 | 442 | 1.1335 | 0.2904 | 1.1335 | 1.0647 |
273
- | No log | 49.3333 | 444 | 1.1042 | 0.2904 | 1.1042 | 1.0508 |
274
- | No log | 49.5556 | 446 | 1.1101 | 0.3049 | 1.1101 | 1.0536 |
275
- | No log | 49.7778 | 448 | 1.1397 | 0.3433 | 1.1397 | 1.0676 |
276
- | No log | 50.0 | 450 | 1.1800 | 0.2560 | 1.1800 | 1.0863 |
277
- | No log | 50.2222 | 452 | 1.2102 | 0.2560 | 1.2102 | 1.1001 |
278
- | No log | 50.4444 | 454 | 1.2156 | 0.1981 | 1.2156 | 1.1025 |
279
- | No log | 50.6667 | 456 | 1.2068 | 0.2560 | 1.2068 | 1.0986 |
280
- | No log | 50.8889 | 458 | 1.2316 | 0.1981 | 1.2316 | 1.1098 |
281
- | No log | 51.1111 | 460 | 1.2683 | 0.1773 | 1.2683 | 1.1262 |
282
- | No log | 51.3333 | 462 | 1.2613 | 0.2311 | 1.2613 | 1.1231 |
283
- | No log | 51.5556 | 464 | 1.2835 | 0.2379 | 1.2835 | 1.1329 |
284
- | No log | 51.7778 | 466 | 1.3436 | 0.2272 | 1.3436 | 1.1592 |
285
- | No log | 52.0 | 468 | 1.3441 | 0.2002 | 1.3441 | 1.1593 |
286
- | No log | 52.2222 | 470 | 1.3707 | 0.1981 | 1.3707 | 1.1708 |
287
- | No log | 52.4444 | 472 | 1.3478 | 0.2002 | 1.3478 | 1.1610 |
288
- | No log | 52.6667 | 474 | 1.3463 | 0.2002 | 1.3463 | 1.1603 |
289
- | No log | 52.8889 | 476 | 1.3506 | 0.1909 | 1.3506 | 1.1621 |
290
- | No log | 53.1111 | 478 | 1.3483 | 0.1909 | 1.3483 | 1.1612 |
291
- | No log | 53.3333 | 480 | 1.3074 | 0.2044 | 1.3074 | 1.1434 |
292
- | No log | 53.5556 | 482 | 1.2110 | 0.1809 | 1.2110 | 1.1004 |
293
- | No log | 53.7778 | 484 | 1.1380 | 0.3262 | 1.1380 | 1.0668 |
294
- | No log | 54.0 | 486 | 1.1028 | 0.3430 | 1.1028 | 1.0501 |
295
- | No log | 54.2222 | 488 | 1.0993 | 0.3559 | 1.0993 | 1.0485 |
296
- | No log | 54.4444 | 490 | 1.1097 | 0.3121 | 1.1097 | 1.0534 |
297
- | No log | 54.6667 | 492 | 1.1479 | 0.2560 | 1.1479 | 1.0714 |
298
- | No log | 54.8889 | 494 | 1.1853 | 0.1981 | 1.1853 | 1.0887 |
299
- | No log | 55.1111 | 496 | 1.2371 | 0.1816 | 1.2371 | 1.1122 |
300
- | No log | 55.3333 | 498 | 1.2086 | 0.2281 | 1.2086 | 1.0994 |
301
- | 0.2281 | 55.5556 | 500 | 1.1348 | 0.3299 | 1.1348 | 1.0653 |
302
- | 0.2281 | 55.7778 | 502 | 1.0738 | 0.3102 | 1.0738 | 1.0362 |
303
- | 0.2281 | 56.0 | 504 | 1.0461 | 0.3559 | 1.0461 | 1.0228 |
304
- | 0.2281 | 56.2222 | 506 | 1.0173 | 0.3891 | 1.0173 | 1.0086 |
305
- | 0.2281 | 56.4444 | 508 | 1.0136 | 0.4002 | 1.0136 | 1.0068 |
306
- | 0.2281 | 56.6667 | 510 | 1.0279 | 0.3759 | 1.0279 | 1.0139 |
307
- | 0.2281 | 56.8889 | 512 | 1.0722 | 0.3102 | 1.0722 | 1.0355 |
308
- | 0.2281 | 57.1111 | 514 | 1.1166 | 0.2668 | 1.1166 | 1.0567 |
309
- | 0.2281 | 57.3333 | 516 | 1.1160 | 0.2560 | 1.1160 | 1.0564 |
310
- | 0.2281 | 57.5556 | 518 | 1.1113 | 0.2560 | 1.1113 | 1.0542 |
311
- | 0.2281 | 57.7778 | 520 | 1.1074 | 0.2560 | 1.1074 | 1.0523 |
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.9194
19
+ - Qwk: 0.3678
20
+ - Mse: 0.9194
21
+ - Rmse: 0.9589
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1667 | 2 | 4.1555 | 0.0178 | 4.1555 | 2.0385 |
53
+ | No log | 0.3333 | 4 | 2.2358 | 0.0868 | 2.2358 | 1.4953 |
54
+ | No log | 0.5 | 6 | 1.5810 | 0.0185 | 1.5810 | 1.2574 |
55
+ | No log | 0.6667 | 8 | 1.4663 | 0.1033 | 1.4663 | 1.2109 |
56
+ | No log | 0.8333 | 10 | 1.0526 | 0.1476 | 1.0526 | 1.0260 |
57
+ | No log | 1.0 | 12 | 1.2922 | -0.0274 | 1.2922 | 1.1367 |
58
+ | No log | 1.1667 | 14 | 1.5059 | 0.0214 | 1.5059 | 1.2272 |
59
+ | No log | 1.3333 | 16 | 1.2251 | 0.1837 | 1.2251 | 1.1069 |
60
+ | No log | 1.5 | 18 | 1.1602 | 0.1727 | 1.1602 | 1.0771 |
61
+ | No log | 1.6667 | 20 | 1.1171 | 0.1699 | 1.1171 | 1.0569 |
62
+ | No log | 1.8333 | 22 | 1.0786 | 0.1881 | 1.0786 | 1.0386 |
63
+ | No log | 2.0 | 24 | 1.0729 | 0.1671 | 1.0729 | 1.0358 |
64
+ | No log | 2.1667 | 26 | 1.0922 | 0.2318 | 1.0922 | 1.0451 |
65
+ | No log | 2.3333 | 28 | 1.2344 | 0.0849 | 1.2344 | 1.1111 |
66
+ | No log | 2.5 | 30 | 1.2532 | 0.0849 | 1.2532 | 1.1195 |
67
+ | No log | 2.6667 | 32 | 1.1240 | 0.1979 | 1.1240 | 1.0602 |
68
+ | No log | 2.8333 | 34 | 1.1732 | 0.1086 | 1.1732 | 1.0831 |
69
+ | No log | 3.0 | 36 | 1.3042 | 0.0380 | 1.3042 | 1.1420 |
70
+ | No log | 3.1667 | 38 | 1.3270 | 0.0760 | 1.3270 | 1.1519 |
71
+ | No log | 3.3333 | 40 | 1.0754 | 0.1979 | 1.0754 | 1.0370 |
72
+ | No log | 3.5 | 42 | 0.9548 | 0.2954 | 0.9548 | 0.9771 |
73
+ | No log | 3.6667 | 44 | 0.9522 | 0.3356 | 0.9522 | 0.9758 |
74
+ | No log | 3.8333 | 46 | 0.9728 | 0.3508 | 0.9728 | 0.9863 |
75
+ | No log | 4.0 | 48 | 0.9820 | 0.3078 | 0.9820 | 0.9909 |
76
+ | No log | 4.1667 | 50 | 0.9984 | 0.2591 | 0.9984 | 0.9992 |
77
+ | No log | 4.3333 | 52 | 1.0297 | 0.2591 | 1.0297 | 1.0147 |
78
+ | No log | 4.5 | 54 | 1.1043 | 0.1848 | 1.1043 | 1.0509 |
79
+ | No log | 4.6667 | 56 | 1.0506 | 0.2265 | 1.0506 | 1.0250 |
80
+ | No log | 4.8333 | 58 | 1.0847 | 0.2857 | 1.0847 | 1.0415 |
81
+ | No log | 5.0 | 60 | 1.2446 | 0.3041 | 1.2446 | 1.1156 |
82
+ | No log | 5.1667 | 62 | 1.1084 | 0.3281 | 1.1084 | 1.0528 |
83
+ | No log | 5.3333 | 64 | 1.0501 | 0.2192 | 1.0501 | 1.0247 |
84
+ | No log | 5.5 | 66 | 1.4640 | 0.1012 | 1.4640 | 1.2100 |
85
+ | No log | 5.6667 | 68 | 1.6466 | 0.0816 | 1.6466 | 1.2832 |
86
+ | No log | 5.8333 | 70 | 1.3225 | 0.2283 | 1.3225 | 1.1500 |
87
+ | No log | 6.0 | 72 | 1.0032 | 0.2521 | 1.0032 | 1.0016 |
88
+ | No log | 6.1667 | 74 | 0.9689 | 0.3280 | 0.9689 | 0.9843 |
89
+ | No log | 6.3333 | 76 | 0.9716 | 0.2504 | 0.9716 | 0.9857 |
90
+ | No log | 6.5 | 78 | 0.9611 | 0.3052 | 0.9611 | 0.9804 |
91
+ | No log | 6.6667 | 80 | 0.9998 | 0.3676 | 0.9998 | 0.9999 |
92
+ | No log | 6.8333 | 82 | 1.0413 | 0.3616 | 1.0413 | 1.0205 |
93
+ | No log | 7.0 | 84 | 1.0192 | 0.3407 | 1.0192 | 1.0096 |
94
+ | No log | 7.1667 | 86 | 1.0342 | 0.3143 | 1.0342 | 1.0170 |
95
+ | No log | 7.3333 | 88 | 1.0148 | 0.3101 | 1.0148 | 1.0074 |
96
+ | No log | 7.5 | 90 | 1.0338 | 0.3454 | 1.0338 | 1.0167 |
97
+ | No log | 7.6667 | 92 | 1.1898 | 0.3390 | 1.1898 | 1.0908 |
98
+ | No log | 7.8333 | 94 | 1.1169 | 0.3844 | 1.1169 | 1.0569 |
99
+ | No log | 8.0 | 96 | 1.0332 | 0.3781 | 1.0332 | 1.0165 |
100
+ | No log | 8.1667 | 98 | 1.0426 | 0.3933 | 1.0426 | 1.0211 |
101
+ | No log | 8.3333 | 100 | 1.0503 | 0.3661 | 1.0503 | 1.0248 |
102
+ | No log | 8.5 | 102 | 1.0314 | 0.3992 | 1.0314 | 1.0156 |
103
+ | No log | 8.6667 | 104 | 1.1296 | 0.1645 | 1.1296 | 1.0628 |
104
+ | No log | 8.8333 | 106 | 1.0912 | 0.0983 | 1.0912 | 1.0446 |
105
+ | No log | 9.0 | 108 | 0.9957 | 0.2366 | 0.9957 | 0.9979 |
106
+ | No log | 9.1667 | 110 | 0.9674 | 0.3202 | 0.9674 | 0.9836 |
107
+ | No log | 9.3333 | 112 | 0.8918 | 0.4192 | 0.8918 | 0.9443 |
108
+ | No log | 9.5 | 114 | 0.8273 | 0.5391 | 0.8273 | 0.9095 |
109
+ | No log | 9.6667 | 116 | 0.8207 | 0.4776 | 0.8207 | 0.9059 |
110
+ | No log | 9.8333 | 118 | 0.8335 | 0.5017 | 0.8335 | 0.9130 |
111
+ | No log | 10.0 | 120 | 0.8554 | 0.4524 | 0.8554 | 0.9249 |
112
+ | No log | 10.1667 | 122 | 0.9117 | 0.4161 | 0.9117 | 0.9548 |
113
+ | No log | 10.3333 | 124 | 0.9519 | 0.3695 | 0.9519 | 0.9757 |
114
+ | No log | 10.5 | 126 | 0.9090 | 0.4259 | 0.9090 | 0.9534 |
115
+ | No log | 10.6667 | 128 | 0.9512 | 0.4264 | 0.9512 | 0.9753 |
116
+ | No log | 10.8333 | 130 | 0.9769 | 0.4244 | 0.9769 | 0.9884 |
117
+ | No log | 11.0 | 132 | 0.9513 | 0.3762 | 0.9513 | 0.9753 |
118
+ | No log | 11.1667 | 134 | 0.9445 | 0.3740 | 0.9445 | 0.9718 |
119
+ | No log | 11.3333 | 136 | 0.9545 | 0.3314 | 0.9545 | 0.9770 |
120
+ | No log | 11.5 | 138 | 0.9738 | 0.3603 | 0.9738 | 0.9868 |
121
+ | No log | 11.6667 | 140 | 0.9704 | 0.4128 | 0.9704 | 0.9851 |
122
+ | No log | 11.8333 | 142 | 1.0342 | 0.3861 | 1.0342 | 1.0170 |
123
+ | No log | 12.0 | 144 | 1.0075 | 0.4359 | 1.0075 | 1.0037 |
124
+ | No log | 12.1667 | 146 | 0.9279 | 0.3314 | 0.9279 | 0.9633 |
125
+ | No log | 12.3333 | 148 | 0.9177 | 0.3446 | 0.9177 | 0.9580 |
126
+ | No log | 12.5 | 150 | 0.8975 | 0.3335 | 0.8975 | 0.9473 |
127
+ | No log | 12.6667 | 152 | 0.8982 | 0.3446 | 0.8982 | 0.9477 |
128
+ | No log | 12.8333 | 154 | 0.9000 | 0.3915 | 0.9000 | 0.9487 |
129
+ | No log | 13.0 | 156 | 0.8994 | 0.3398 | 0.8994 | 0.9484 |
130
+ | No log | 13.1667 | 158 | 0.9015 | 0.3367 | 0.9015 | 0.9495 |
131
+ | No log | 13.3333 | 160 | 1.0427 | 0.3723 | 1.0427 | 1.0211 |
132
+ | No log | 13.5 | 162 | 1.1591 | 0.2570 | 1.1591 | 1.0766 |
133
+ | No log | 13.6667 | 164 | 0.9791 | 0.3603 | 0.9791 | 0.9895 |
134
+ | No log | 13.8333 | 166 | 0.9215 | 0.4158 | 0.9215 | 0.9600 |
135
+ | No log | 14.0 | 168 | 0.9676 | 0.4023 | 0.9676 | 0.9837 |
136
+ | No log | 14.1667 | 170 | 0.9217 | 0.4169 | 0.9217 | 0.9601 |
137
+ | No log | 14.3333 | 172 | 0.9028 | 0.3896 | 0.9028 | 0.9502 |
138
+ | No log | 14.5 | 174 | 0.9728 | 0.3988 | 0.9728 | 0.9863 |
139
+ | No log | 14.6667 | 176 | 0.9589 | 0.3853 | 0.9589 | 0.9793 |
140
+ | No log | 14.8333 | 178 | 0.8869 | 0.3476 | 0.8869 | 0.9418 |
141
+ | No log | 15.0 | 180 | 0.9007 | 0.3112 | 0.9007 | 0.9491 |
142
+ | No log | 15.1667 | 182 | 0.9637 | 0.4208 | 0.9637 | 0.9817 |
143
+ | No log | 15.3333 | 184 | 0.9597 | 0.4174 | 0.9597 | 0.9796 |
144
+ | No log | 15.5 | 186 | 0.9290 | 0.2921 | 0.9290 | 0.9638 |
145
+ | No log | 15.6667 | 188 | 0.9254 | 0.2667 | 0.9254 | 0.9620 |
146
+ | No log | 15.8333 | 190 | 0.9244 | 0.2794 | 0.9244 | 0.9615 |
147
+ | No log | 16.0 | 192 | 0.9783 | 0.1699 | 0.9783 | 0.9891 |
148
+ | No log | 16.1667 | 194 | 1.0174 | 0.2864 | 1.0174 | 1.0087 |
149
+ | No log | 16.3333 | 196 | 0.9447 | 0.2499 | 0.9447 | 0.9720 |
150
+ | No log | 16.5 | 198 | 0.8975 | 0.3074 | 0.8975 | 0.9474 |
151
+ | No log | 16.6667 | 200 | 0.9105 | 0.3896 | 0.9105 | 0.9542 |
152
+ | No log | 16.8333 | 202 | 0.9009 | 0.3896 | 0.9009 | 0.9491 |
153
+ | No log | 17.0 | 204 | 0.9004 | 0.3194 | 0.9004 | 0.9489 |
154
+ | No log | 17.1667 | 206 | 1.0175 | 0.2886 | 1.0175 | 1.0087 |
155
+ | No log | 17.3333 | 208 | 1.0331 | 0.2886 | 1.0331 | 1.0164 |
156
+ | No log | 17.5 | 210 | 0.9366 | 0.2842 | 0.9366 | 0.9678 |
157
+ | No log | 17.6667 | 212 | 0.9233 | 0.4087 | 0.9233 | 0.9609 |
158
+ | No log | 17.8333 | 214 | 1.0634 | 0.4023 | 1.0634 | 1.0312 |
159
+ | No log | 18.0 | 216 | 1.0324 | 0.3993 | 1.0324 | 1.0161 |
160
+ | No log | 18.1667 | 218 | 0.8574 | 0.4312 | 0.8574 | 0.9259 |
161
+ | No log | 18.3333 | 220 | 0.8647 | 0.3563 | 0.8647 | 0.9299 |
162
+ | No log | 18.5 | 222 | 0.8958 | 0.4168 | 0.8958 | 0.9465 |
163
+ | No log | 18.6667 | 224 | 0.8839 | 0.3506 | 0.8839 | 0.9401 |
164
+ | No log | 18.8333 | 226 | 0.8470 | 0.3011 | 0.8470 | 0.9203 |
165
+ | No log | 19.0 | 228 | 0.8346 | 0.3178 | 0.8346 | 0.9136 |
166
+ | No log | 19.1667 | 230 | 0.8504 | 0.4019 | 0.8504 | 0.9222 |
167
+ | No log | 19.3333 | 232 | 0.8360 | 0.3540 | 0.8360 | 0.9143 |
168
+ | No log | 19.5 | 234 | 0.8688 | 0.4209 | 0.8688 | 0.9321 |
169
+ | No log | 19.6667 | 236 | 0.9295 | 0.4334 | 0.9295 | 0.9641 |
170
+ | No log | 19.8333 | 238 | 0.9566 | 0.3845 | 0.9566 | 0.9781 |
171
+ | No log | 20.0 | 240 | 0.9229 | 0.4310 | 0.9229 | 0.9607 |
172
+ | No log | 20.1667 | 242 | 0.8890 | 0.4310 | 0.8890 | 0.9429 |
173
+ | No log | 20.3333 | 244 | 0.8241 | 0.4048 | 0.8241 | 0.9078 |
174
+ | No log | 20.5 | 246 | 0.8121 | 0.3979 | 0.8121 | 0.9012 |
175
+ | No log | 20.6667 | 248 | 0.8193 | 0.4613 | 0.8193 | 0.9051 |
176
+ | No log | 20.8333 | 250 | 0.9412 | 0.4696 | 0.9412 | 0.9701 |
177
+ | No log | 21.0 | 252 | 1.0578 | 0.3738 | 1.0578 | 1.0285 |
178
+ | No log | 21.1667 | 254 | 1.0654 | 0.3902 | 1.0654 | 1.0322 |
179
+ | No log | 21.3333 | 256 | 0.9703 | 0.3474 | 0.9703 | 0.9851 |
180
+ | No log | 21.5 | 258 | 0.8535 | 0.3678 | 0.8535 | 0.9238 |
181
+ | No log | 21.6667 | 260 | 0.8383 | 0.4295 | 0.8383 | 0.9156 |
182
+ | No log | 21.8333 | 262 | 0.8399 | 0.4192 | 0.8399 | 0.9164 |
183
+ | No log | 22.0 | 264 | 0.8195 | 0.3548 | 0.8195 | 0.9053 |
184
+ | No log | 22.1667 | 266 | 0.8735 | 0.4327 | 0.8735 | 0.9346 |
185
+ | No log | 22.3333 | 268 | 0.9489 | 0.4326 | 0.9489 | 0.9741 |
186
+ | No log | 22.5 | 270 | 0.9410 | 0.3804 | 0.9410 | 0.9700 |
187
+ | No log | 22.6667 | 272 | 0.9418 | 0.3804 | 0.9418 | 0.9705 |
188
+ | No log | 22.8333 | 274 | 0.8955 | 0.4579 | 0.8955 | 0.9463 |
189
+ | No log | 23.0 | 276 | 0.8535 | 0.3414 | 0.8535 | 0.9239 |
190
+ | No log | 23.1667 | 278 | 0.8541 | 0.4198 | 0.8541 | 0.9242 |
191
+ | No log | 23.3333 | 280 | 0.8511 | 0.4713 | 0.8511 | 0.9226 |
192
+ | No log | 23.5 | 282 | 0.8280 | 0.3859 | 0.8280 | 0.9100 |
193
+ | No log | 23.6667 | 284 | 0.8261 | 0.3596 | 0.8261 | 0.9089 |
194
+ | No log | 23.8333 | 286 | 0.8313 | 0.3697 | 0.8313 | 0.9117 |
195
+ | No log | 24.0 | 288 | 0.8263 | 0.3301 | 0.8263 | 0.9090 |
196
+ | No log | 24.1667 | 290 | 0.8337 | 0.3178 | 0.8337 | 0.9131 |
197
+ | No log | 24.3333 | 292 | 0.8300 | 0.3178 | 0.8300 | 0.9111 |
198
+ | No log | 24.5 | 294 | 0.8345 | 0.3280 | 0.8345 | 0.9135 |
199
+ | No log | 24.6667 | 296 | 0.8790 | 0.4078 | 0.8790 | 0.9375 |
200
+ | No log | 24.8333 | 298 | 0.9357 | 0.3474 | 0.9357 | 0.9673 |
201
+ | No log | 25.0 | 300 | 0.9026 | 0.3617 | 0.9026 | 0.9500 |
202
+ | No log | 25.1667 | 302 | 0.8449 | 0.3172 | 0.8449 | 0.9192 |
203
+ | No log | 25.3333 | 304 | 0.8556 | 0.3356 | 0.8556 | 0.9250 |
204
+ | No log | 25.5 | 306 | 0.8995 | 0.4472 | 0.8995 | 0.9484 |
205
+ | No log | 25.6667 | 308 | 0.8922 | 0.3700 | 0.8922 | 0.9446 |
206
+ | No log | 25.8333 | 310 | 0.8619 | 0.3356 | 0.8619 | 0.9284 |
207
+ | No log | 26.0 | 312 | 0.8548 | 0.3172 | 0.8548 | 0.9246 |
208
+ | No log | 26.1667 | 314 | 0.8737 | 0.3506 | 0.8737 | 0.9347 |
209
+ | No log | 26.3333 | 316 | 0.9011 | 0.3687 | 0.9011 | 0.9492 |
210
+ | No log | 26.5 | 318 | 0.8911 | 0.3678 | 0.8911 | 0.9440 |
211
+ | No log | 26.6667 | 320 | 0.8780 | 0.2865 | 0.8780 | 0.9370 |
212
+ | No log | 26.8333 | 322 | 0.8829 | 0.3074 | 0.8829 | 0.9396 |
213
+ | No log | 27.0 | 324 | 0.8900 | 0.3172 | 0.8900 | 0.9434 |
214
+ | No log | 27.1667 | 326 | 0.9074 | 0.3583 | 0.9074 | 0.9526 |
215
+ | No log | 27.3333 | 328 | 0.8980 | 0.3293 | 0.8980 | 0.9476 |
216
+ | No log | 27.5 | 330 | 0.8720 | 0.2988 | 0.8720 | 0.9338 |
217
+ | No log | 27.6667 | 332 | 0.8598 | 0.2742 | 0.8598 | 0.9272 |
218
+ | No log | 27.8333 | 334 | 0.8520 | 0.2742 | 0.8520 | 0.9230 |
219
+ | No log | 28.0 | 336 | 0.8697 | 0.3678 | 0.8697 | 0.9326 |
220
+ | No log | 28.1667 | 338 | 0.9069 | 0.3658 | 0.9069 | 0.9523 |
221
+ | No log | 28.3333 | 340 | 0.9215 | 0.3760 | 0.9215 | 0.9599 |
222
+ | No log | 28.5 | 342 | 0.9222 | 0.3802 | 0.9222 | 0.9603 |
223
+ | No log | 28.6667 | 344 | 0.8991 | 0.3799 | 0.8991 | 0.9482 |
224
+ | No log | 28.8333 | 346 | 0.8772 | 0.3293 | 0.8772 | 0.9366 |
225
+ | No log | 29.0 | 348 | 0.8647 | 0.3837 | 0.8647 | 0.9299 |
226
+ | No log | 29.1667 | 350 | 0.8688 | 0.3981 | 0.8688 | 0.9321 |
227
+ | No log | 29.3333 | 352 | 0.8695 | 0.3981 | 0.8695 | 0.9324 |
228
+ | No log | 29.5 | 354 | 0.8865 | 0.3474 | 0.8865 | 0.9416 |
229
+ | No log | 29.6667 | 356 | 0.8927 | 0.3474 | 0.8927 | 0.9448 |
230
+ | No log | 29.8333 | 358 | 0.9206 | 0.3992 | 0.9206 | 0.9595 |
231
+ | No log | 30.0 | 360 | 0.9219 | 0.3474 | 0.9219 | 0.9602 |
232
+ | No log | 30.1667 | 362 | 0.9524 | 0.2746 | 0.9524 | 0.9759 |
233
+ | No log | 30.3333 | 364 | 0.9386 | 0.2510 | 0.9386 | 0.9688 |
234
+ | No log | 30.5 | 366 | 0.9281 | 0.3728 | 0.9281 | 0.9634 |
235
+ | No log | 30.6667 | 368 | 0.9131 | 0.3992 | 0.9131 | 0.9556 |
236
+ | No log | 30.8333 | 370 | 0.9241 | 0.3992 | 0.9241 | 0.9613 |
237
+ | No log | 31.0 | 372 | 0.9356 | 0.3424 | 0.9356 | 0.9672 |
238
+ | No log | 31.1667 | 374 | 0.9581 | 0.3523 | 0.9581 | 0.9788 |
239
+ | No log | 31.3333 | 376 | 0.9928 | 0.3424 | 0.9928 | 0.9964 |
240
+ | No log | 31.5 | 378 | 0.9943 | 0.3695 | 0.9943 | 0.9971 |
241
+ | No log | 31.6667 | 380 | 0.9524 | 0.3503 | 0.9524 | 0.9759 |
242
+ | No log | 31.8333 | 382 | 0.8848 | 0.3819 | 0.8848 | 0.9406 |
243
+ | No log | 32.0 | 384 | 0.8553 | 0.3569 | 0.8553 | 0.9248 |
244
+ | No log | 32.1667 | 386 | 0.8602 | 0.3713 | 0.8602 | 0.9275 |
245
+ | No log | 32.3333 | 388 | 0.8563 | 0.3713 | 0.8563 | 0.9253 |
246
+ | No log | 32.5 | 390 | 0.8536 | 0.4097 | 0.8536 | 0.9239 |
247
+ | No log | 32.6667 | 392 | 0.8569 | 0.3860 | 0.8569 | 0.9257 |
248
+ | No log | 32.8333 | 394 | 0.8638 | 0.3474 | 0.8638 | 0.9294 |
249
+ | No log | 33.0 | 396 | 0.8655 | 0.3474 | 0.8655 | 0.9303 |
250
+ | No log | 33.1667 | 398 | 0.8660 | 0.3414 | 0.8660 | 0.9306 |
251
+ | No log | 33.3333 | 400 | 0.8631 | 0.3358 | 0.8631 | 0.9291 |
252
+ | No log | 33.5 | 402 | 0.8649 | 0.4048 | 0.8649 | 0.9300 |
253
+ | No log | 33.6667 | 404 | 0.9312 | 0.3270 | 0.9312 | 0.9650 |
254
+ | No log | 33.8333 | 406 | 1.0539 | 0.3269 | 1.0539 | 1.0266 |
255
+ | No log | 34.0 | 408 | 1.0784 | 0.3269 | 1.0784 | 1.0385 |
256
+ | No log | 34.1667 | 410 | 0.9663 | 0.3872 | 0.9663 | 0.9830 |
257
+ | No log | 34.3333 | 412 | 0.8915 | 0.3532 | 0.8915 | 0.9442 |
258
+ | No log | 34.5 | 414 | 0.8991 | 0.3786 | 0.8991 | 0.9482 |
259
+ | No log | 34.6667 | 416 | 0.9348 | 0.4476 | 0.9348 | 0.9668 |
260
+ | No log | 34.8333 | 418 | 0.9238 | 0.3861 | 0.9238 | 0.9611 |
261
+ | No log | 35.0 | 420 | 0.8877 | 0.3799 | 0.8877 | 0.9422 |
262
+ | No log | 35.1667 | 422 | 0.8739 | 0.3697 | 0.8739 | 0.9348 |
263
+ | No log | 35.3333 | 424 | 0.8755 | 0.3697 | 0.8755 | 0.9357 |
264
+ | No log | 35.5 | 426 | 0.8792 | 0.3697 | 0.8792 | 0.9376 |
265
+ | No log | 35.6667 | 428 | 0.9140 | 0.4220 | 0.9140 | 0.9560 |
266
+ | No log | 35.8333 | 430 | 0.9565 | 0.4489 | 0.9565 | 0.9780 |
267
+ | No log | 36.0 | 432 | 0.9664 | 0.4244 | 0.9664 | 0.9830 |
268
+ | No log | 36.1667 | 434 | 0.9289 | 0.4198 | 0.9289 | 0.9638 |
269
+ | No log | 36.3333 | 436 | 0.8896 | 0.3414 | 0.8896 | 0.9432 |
270
+ | No log | 36.5 | 438 | 0.8973 | 0.3569 | 0.8973 | 0.9473 |
271
+ | No log | 36.6667 | 440 | 0.9183 | 0.3323 | 0.9183 | 0.9583 |
272
+ | No log | 36.8333 | 442 | 0.9083 | 0.3446 | 0.9083 | 0.9530 |
273
+ | No log | 37.0 | 444 | 0.8967 | 0.3403 | 0.8967 | 0.9470 |
274
+ | No log | 37.1667 | 446 | 0.8987 | 0.2988 | 0.8987 | 0.9480 |
275
+ | No log | 37.3333 | 448 | 0.9010 | 0.2988 | 0.9010 | 0.9492 |
276
+ | No log | 37.5 | 450 | 0.9093 | 0.3151 | 0.9093 | 0.9536 |
277
+ | No log | 37.6667 | 452 | 0.9276 | 0.3214 | 0.9276 | 0.9631 |
278
+ | No log | 37.8333 | 454 | 0.9249 | 0.3089 | 0.9249 | 0.9617 |
279
+ | No log | 38.0 | 456 | 0.9169 | 0.2842 | 0.9169 | 0.9575 |
280
+ | No log | 38.1667 | 458 | 0.9185 | 0.3536 | 0.9185 | 0.9584 |
281
+ | No log | 38.3333 | 460 | 0.9151 | 0.3536 | 0.9151 | 0.9566 |
282
+ | No log | 38.5 | 462 | 0.9065 | 0.3536 | 0.9065 | 0.9521 |
283
+ | No log | 38.6667 | 464 | 0.8999 | 0.3293 | 0.8999 | 0.9486 |
284
+ | No log | 38.8333 | 466 | 0.8917 | 0.3697 | 0.8917 | 0.9443 |
285
+ | No log | 39.0 | 468 | 0.9068 | 0.2690 | 0.9068 | 0.9522 |
286
+ | No log | 39.1667 | 470 | 0.9355 | 0.3080 | 0.9355 | 0.9672 |
287
+ | No log | 39.3333 | 472 | 0.9285 | 0.2761 | 0.9285 | 0.9636 |
288
+ | No log | 39.5 | 474 | 0.9356 | 0.2857 | 0.9356 | 0.9673 |
289
+ | No log | 39.6667 | 476 | 0.9167 | 0.2857 | 0.9167 | 0.9574 |
290
+ | No log | 39.8333 | 478 | 0.8983 | 0.3033 | 0.8983 | 0.9478 |
291
+ | No log | 40.0 | 480 | 0.9216 | 0.3236 | 0.9216 | 0.9600 |
292
+ | No log | 40.1667 | 482 | 0.9372 | 0.3799 | 0.9372 | 0.9681 |
293
+ | No log | 40.3333 | 484 | 0.9346 | 0.4186 | 0.9346 | 0.9668 |
294
+ | No log | 40.5 | 486 | 0.9210 | 0.3678 | 0.9210 | 0.9597 |
295
+ | No log | 40.6667 | 488 | 0.8939 | 0.3293 | 0.8939 | 0.9454 |
296
+ | No log | 40.8333 | 490 | 0.8911 | 0.2888 | 0.8911 | 0.9440 |
297
+ | No log | 41.0 | 492 | 0.8967 | 0.3301 | 0.8967 | 0.9469 |
298
+ | No log | 41.1667 | 494 | 0.8993 | 0.3713 | 0.8993 | 0.9483 |
299
+ | No log | 41.3333 | 496 | 0.8905 | 0.3301 | 0.8905 | 0.9437 |
300
+ | No log | 41.5 | 498 | 0.8875 | 0.3052 | 0.8875 | 0.9421 |
301
+ | 0.2391 | 41.6667 | 500 | 0.9184 | 0.4227 | 0.9184 | 0.9583 |
302
+ | 0.2391 | 41.8333 | 502 | 0.9273 | 0.4227 | 0.9273 | 0.9629 |
303
+ | 0.2391 | 42.0 | 504 | 0.9223 | 0.4227 | 0.9223 | 0.9604 |
304
+ | 0.2391 | 42.1667 | 506 | 0.9239 | 0.4093 | 0.9239 | 0.9612 |
305
+ | 0.2391 | 42.3333 | 508 | 0.9168 | 0.4216 | 0.9168 | 0.9575 |
306
+ | 0.2391 | 42.5 | 510 | 0.9194 | 0.3678 | 0.9194 | 0.9589 |
 
 
 
 
 
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308
 
309
  ### Framework versions