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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k20_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k20_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7362
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- - Qwk: 0.4968
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- - Mse: 0.7362
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- - Rmse: 0.8580
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  ## Model description
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@@ -47,271 +47,258 @@ 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 | 0.0312 | 2 | 4.0813 | -0.0061 | 4.0813 | 2.0202 |
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- | No log | 0.0625 | 4 | 3.2642 | -0.0107 | 3.2642 | 1.8067 |
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- | No log | 0.0938 | 6 | 2.6855 | -0.0367 | 2.6855 | 1.6388 |
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- | No log | 0.125 | 8 | 1.4433 | -0.0457 | 1.4433 | 1.2014 |
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- | No log | 0.1562 | 10 | 1.3022 | -0.0180 | 1.3022 | 1.1411 |
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- | No log | 0.1875 | 12 | 1.2260 | 0.0790 | 1.2260 | 1.1073 |
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- | No log | 0.2188 | 14 | 1.5237 | -0.0144 | 1.5237 | 1.2344 |
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- | No log | 0.25 | 16 | 1.7827 | 0.0181 | 1.7827 | 1.3352 |
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- | No log | 0.2812 | 18 | 2.0241 | 0.0916 | 2.0241 | 1.4227 |
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- | No log | 0.3125 | 20 | 1.8281 | 0.0423 | 1.8281 | 1.3521 |
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- | No log | 0.3438 | 22 | 1.3743 | 0.0116 | 1.3743 | 1.1723 |
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- | No log | 0.375 | 24 | 1.2435 | 0.0085 | 1.2435 | 1.1151 |
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- | No log | 0.4062 | 26 | 1.1194 | 0.1086 | 1.1194 | 1.0580 |
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- | No log | 0.4375 | 28 | 1.0640 | 0.1953 | 1.0640 | 1.0315 |
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- | No log | 0.4688 | 30 | 1.0920 | 0.1858 | 1.0920 | 1.0450 |
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- | No log | 0.5 | 32 | 1.1134 | 0.1711 | 1.1134 | 1.0552 |
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- | No log | 0.5312 | 34 | 1.2933 | 0.1086 | 1.2933 | 1.1372 |
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- | No log | 0.5625 | 36 | 1.1165 | 0.1979 | 1.1165 | 1.0566 |
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- | No log | 0.5938 | 38 | 0.9709 | 0.2192 | 0.9709 | 0.9853 |
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- | No log | 0.625 | 40 | 0.9505 | 0.2448 | 0.9505 | 0.9749 |
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- | No log | 0.6562 | 42 | 1.0792 | 0.2644 | 1.0792 | 1.0389 |
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- | No log | 0.6875 | 44 | 1.6160 | 0.2059 | 1.6160 | 1.2712 |
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- | No log | 0.7188 | 46 | 1.9860 | 0.1362 | 1.9860 | 1.4093 |
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- | No log | 0.75 | 48 | 1.8744 | 0.1187 | 1.8744 | 1.3691 |
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- | No log | 0.7812 | 50 | 1.5828 | 0.1674 | 1.5828 | 1.2581 |
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- | No log | 0.8125 | 52 | 1.2218 | 0.1344 | 1.2218 | 1.1053 |
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- | No log | 0.8438 | 54 | 1.0027 | 0.2828 | 1.0027 | 1.0013 |
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- | No log | 0.875 | 56 | 1.0362 | 0.2306 | 1.0362 | 1.0179 |
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- | No log | 0.9062 | 58 | 1.0337 | 0.2163 | 1.0337 | 1.0167 |
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- | No log | 0.9375 | 60 | 1.0427 | 0.2448 | 1.0427 | 1.0211 |
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- | No log | 0.9688 | 62 | 1.0248 | 0.2755 | 1.0248 | 1.0123 |
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- | No log | 1.0 | 64 | 1.0250 | 0.3431 | 1.0250 | 1.0124 |
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- | No log | 1.0312 | 66 | 1.0459 | 0.3720 | 1.0459 | 1.0227 |
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- | No log | 1.0625 | 68 | 0.9425 | 0.2967 | 0.9425 | 0.9708 |
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- | No log | 1.0938 | 70 | 0.9093 | 0.4355 | 0.9093 | 0.9536 |
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- | No log | 1.125 | 72 | 0.9826 | 0.2692 | 0.9826 | 0.9913 |
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- | No log | 1.1562 | 74 | 1.1177 | 0.1848 | 1.1177 | 1.0572 |
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- | No log | 1.1875 | 76 | 1.0742 | 0.3328 | 1.0742 | 1.0365 |
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- | No log | 1.2188 | 78 | 1.1386 | 0.3333 | 1.1386 | 1.0671 |
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- | No log | 1.25 | 80 | 1.3412 | 0.3715 | 1.3412 | 1.1581 |
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- | No log | 1.2812 | 82 | 1.4205 | 0.3369 | 1.4205 | 1.1918 |
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- | No log | 1.3125 | 84 | 1.2296 | 0.3668 | 1.2296 | 1.1089 |
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- | No log | 1.3438 | 86 | 0.9793 | 0.4009 | 0.9793 | 0.9896 |
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- | No log | 1.375 | 88 | 0.8397 | 0.5074 | 0.8397 | 0.9164 |
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- | No log | 1.4062 | 90 | 0.8474 | 0.4843 | 0.8474 | 0.9205 |
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- | No log | 1.4375 | 92 | 0.8281 | 0.5098 | 0.8281 | 0.9100 |
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- | No log | 1.4688 | 94 | 0.8474 | 0.4368 | 0.8474 | 0.9206 |
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- | No log | 1.5 | 96 | 0.9561 | 0.4224 | 0.9561 | 0.9778 |
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- | No log | 1.5312 | 98 | 1.0941 | 0.3848 | 1.0941 | 1.0460 |
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- | No log | 1.5625 | 100 | 1.0303 | 0.4325 | 1.0303 | 1.0150 |
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- | No log | 1.5938 | 102 | 0.7931 | 0.5205 | 0.7931 | 0.8905 |
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- | No log | 1.625 | 104 | 0.7848 | 0.5067 | 0.7848 | 0.8859 |
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- | No log | 1.6562 | 106 | 0.8160 | 0.4373 | 0.8160 | 0.9033 |
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- | No log | 1.6875 | 108 | 0.7592 | 0.5017 | 0.7592 | 0.8713 |
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- | No log | 1.7188 | 110 | 0.7850 | 0.4963 | 0.7850 | 0.8860 |
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- | No log | 1.75 | 112 | 0.7723 | 0.5166 | 0.7723 | 0.8788 |
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- | No log | 1.7812 | 114 | 0.8020 | 0.4529 | 0.8020 | 0.8955 |
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- | No log | 1.8125 | 116 | 0.8463 | 0.4604 | 0.8463 | 0.9199 |
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- | No log | 1.8438 | 118 | 0.8727 | 0.4489 | 0.8727 | 0.9342 |
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- | No log | 1.875 | 120 | 0.7772 | 0.5343 | 0.7772 | 0.8816 |
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- | No log | 1.9062 | 122 | 0.8309 | 0.4657 | 0.8309 | 0.9115 |
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- | No log | 1.9375 | 124 | 0.8131 | 0.3970 | 0.8131 | 0.9017 |
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- | No log | 1.9688 | 126 | 0.7921 | 0.4893 | 0.7921 | 0.8900 |
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- | No log | 2.0 | 128 | 0.8198 | 0.5348 | 0.8198 | 0.9054 |
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- | No log | 2.0312 | 130 | 0.8223 | 0.4878 | 0.8223 | 0.9068 |
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- | No log | 2.0625 | 132 | 0.8266 | 0.4960 | 0.8266 | 0.9092 |
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- | No log | 2.0938 | 134 | 0.8578 | 0.3715 | 0.8578 | 0.9262 |
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- | No log | 2.125 | 136 | 0.8055 | 0.4329 | 0.8055 | 0.8975 |
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- | No log | 2.1562 | 138 | 0.8151 | 0.4419 | 0.8151 | 0.9028 |
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- | No log | 2.1875 | 140 | 0.8398 | 0.4538 | 0.8398 | 0.9164 |
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- | No log | 2.2188 | 142 | 0.8004 | 0.4983 | 0.8004 | 0.8947 |
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- | No log | 2.25 | 144 | 0.7929 | 0.5131 | 0.7929 | 0.8905 |
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- | No log | 2.2812 | 146 | 0.8476 | 0.5638 | 0.8476 | 0.9207 |
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- | No log | 2.3125 | 148 | 0.8558 | 0.4996 | 0.8558 | 0.9251 |
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- | No log | 2.3438 | 150 | 0.8795 | 0.4778 | 0.8795 | 0.9378 |
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- | No log | 2.375 | 152 | 0.8762 | 0.4769 | 0.8762 | 0.9361 |
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- | No log | 2.4062 | 154 | 0.8463 | 0.4771 | 0.8463 | 0.9200 |
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- | No log | 2.4375 | 156 | 0.8297 | 0.5287 | 0.8297 | 0.9109 |
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- | No log | 2.4688 | 158 | 0.8281 | 0.5176 | 0.8281 | 0.9100 |
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- | No log | 2.5 | 160 | 0.8220 | 0.5517 | 0.8220 | 0.9066 |
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- | No log | 2.5312 | 162 | 0.8326 | 0.5312 | 0.8326 | 0.9124 |
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- | No log | 2.5625 | 164 | 0.8608 | 0.5222 | 0.8608 | 0.9278 |
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- | No log | 2.5938 | 166 | 0.7835 | 0.6134 | 0.7835 | 0.8852 |
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- | No log | 2.625 | 168 | 0.7814 | 0.6068 | 0.7814 | 0.8840 |
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- | No log | 2.6562 | 170 | 0.7848 | 0.5818 | 0.7848 | 0.8859 |
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- | No log | 2.6875 | 172 | 0.7823 | 0.5818 | 0.7823 | 0.8845 |
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- | No log | 2.7188 | 174 | 0.7818 | 0.6217 | 0.7818 | 0.8842 |
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- | No log | 2.75 | 176 | 0.7951 | 0.4981 | 0.7951 | 0.8917 |
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- | No log | 2.7812 | 178 | 0.9116 | 0.4555 | 0.9116 | 0.9548 |
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- | No log | 2.8125 | 180 | 0.8534 | 0.3523 | 0.8534 | 0.9238 |
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- | No log | 2.8438 | 182 | 0.8482 | 0.4110 | 0.8482 | 0.9210 |
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- | No log | 2.875 | 184 | 0.8704 | 0.3856 | 0.8704 | 0.9330 |
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- | No log | 2.9062 | 186 | 0.8792 | 0.4161 | 0.8792 | 0.9377 |
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- | No log | 2.9375 | 188 | 0.8359 | 0.4124 | 0.8359 | 0.9143 |
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- | No log | 2.9688 | 190 | 0.8595 | 0.4335 | 0.8595 | 0.9271 |
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- | No log | 3.0 | 192 | 0.9152 | 0.4326 | 0.9152 | 0.9567 |
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- | No log | 3.0312 | 194 | 0.8635 | 0.4224 | 0.8635 | 0.9292 |
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- | No log | 3.0625 | 196 | 0.7899 | 0.5356 | 0.7899 | 0.8888 |
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- | No log | 3.0938 | 198 | 0.7662 | 0.5356 | 0.7662 | 0.8753 |
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- | No log | 3.125 | 200 | 0.7698 | 0.5342 | 0.7698 | 0.8774 |
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- | No log | 3.1562 | 202 | 0.7840 | 0.5648 | 0.7840 | 0.8854 |
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- | No log | 3.1875 | 204 | 0.8006 | 0.4867 | 0.8006 | 0.8948 |
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- | No log | 3.2188 | 206 | 0.7907 | 0.4867 | 0.7907 | 0.8892 |
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- | No log | 3.25 | 208 | 0.7968 | 0.4867 | 0.7968 | 0.8926 |
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- | No log | 3.2812 | 210 | 0.7965 | 0.4867 | 0.7965 | 0.8925 |
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- | No log | 3.3125 | 212 | 0.7860 | 0.5868 | 0.7860 | 0.8866 |
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- | No log | 3.3438 | 214 | 0.8105 | 0.5313 | 0.8105 | 0.9003 |
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- | No log | 3.375 | 216 | 0.9031 | 0.4671 | 0.9031 | 0.9503 |
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- | No log | 3.4062 | 218 | 0.8445 | 0.5737 | 0.8445 | 0.9190 |
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- | No log | 3.4375 | 220 | 0.8340 | 0.5523 | 0.8340 | 0.9133 |
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- | No log | 3.4688 | 222 | 0.8313 | 0.5462 | 0.8313 | 0.9117 |
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- | No log | 3.5 | 224 | 0.8679 | 0.4553 | 0.8679 | 0.9316 |
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- | No log | 3.5312 | 226 | 0.8503 | 0.4657 | 0.8503 | 0.9221 |
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- | No log | 3.5625 | 228 | 0.9179 | 0.4087 | 0.9179 | 0.9581 |
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- | No log | 3.5938 | 230 | 0.8777 | 0.3890 | 0.8777 | 0.9369 |
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- | No log | 3.625 | 232 | 0.7883 | 0.5146 | 0.7883 | 0.8879 |
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- | No log | 3.6562 | 234 | 0.8281 | 0.5494 | 0.8281 | 0.9100 |
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- | No log | 3.6875 | 236 | 0.7806 | 0.5797 | 0.7806 | 0.8835 |
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- | No log | 3.7188 | 238 | 0.7797 | 0.5038 | 0.7797 | 0.8830 |
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- | No log | 3.75 | 240 | 0.7950 | 0.4849 | 0.7950 | 0.8916 |
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- | No log | 3.7812 | 242 | 0.8149 | 0.4991 | 0.8149 | 0.9027 |
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- | No log | 3.8125 | 244 | 0.7546 | 0.5287 | 0.7546 | 0.8687 |
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- | No log | 3.8438 | 246 | 0.7430 | 0.5774 | 0.7430 | 0.8620 |
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- | No log | 3.875 | 248 | 0.7617 | 0.5540 | 0.7617 | 0.8728 |
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- | No log | 3.9062 | 250 | 0.7432 | 0.5121 | 0.7432 | 0.8621 |
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- | No log | 3.9375 | 252 | 0.7338 | 0.4792 | 0.7338 | 0.8566 |
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- | No log | 3.9688 | 254 | 0.7480 | 0.4659 | 0.7480 | 0.8648 |
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- | No log | 4.0 | 256 | 0.7659 | 0.4626 | 0.7659 | 0.8751 |
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- | No log | 4.0312 | 258 | 0.7719 | 0.4745 | 0.7719 | 0.8786 |
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- | No log | 4.0625 | 260 | 0.7595 | 0.4878 | 0.7595 | 0.8715 |
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- | No log | 4.0938 | 262 | 0.7871 | 0.4728 | 0.7871 | 0.8872 |
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- | No log | 4.125 | 264 | 0.7747 | 0.4869 | 0.7747 | 0.8802 |
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- | No log | 4.1562 | 266 | 0.7577 | 0.5450 | 0.7577 | 0.8704 |
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- | No log | 4.1875 | 268 | 0.7730 | 0.4594 | 0.7730 | 0.8792 |
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- | No log | 4.2188 | 270 | 0.8075 | 0.3719 | 0.8075 | 0.8986 |
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- | No log | 4.25 | 272 | 0.8009 | 0.4192 | 0.8009 | 0.8949 |
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- | No log | 4.2812 | 274 | 0.8211 | 0.5103 | 0.8211 | 0.9061 |
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- | No log | 4.3125 | 276 | 0.8161 | 0.4770 | 0.8161 | 0.9034 |
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- | No log | 4.3438 | 278 | 0.8178 | 0.3836 | 0.8178 | 0.9043 |
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- | No log | 4.375 | 280 | 0.8173 | 0.3896 | 0.8173 | 0.9040 |
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- | No log | 4.4062 | 282 | 0.8253 | 0.4527 | 0.8253 | 0.9085 |
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- | No log | 4.4375 | 284 | 0.8363 | 0.3496 | 0.8363 | 0.9145 |
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- | No log | 4.4688 | 286 | 0.8468 | 0.3428 | 0.8468 | 0.9202 |
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- | No log | 4.5 | 288 | 0.8348 | 0.5089 | 0.8348 | 0.9137 |
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- | No log | 4.5312 | 290 | 0.8086 | 0.4544 | 0.8086 | 0.8992 |
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- | No log | 4.5625 | 292 | 0.8155 | 0.4743 | 0.8155 | 0.9031 |
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- | No log | 4.5938 | 294 | 0.8813 | 0.5230 | 0.8813 | 0.9388 |
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- | No log | 4.625 | 296 | 0.8478 | 0.5042 | 0.8478 | 0.9208 |
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- | No log | 4.6562 | 298 | 0.8147 | 0.4180 | 0.8147 | 0.9026 |
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- | No log | 4.6875 | 300 | 0.8421 | 0.4174 | 0.8421 | 0.9177 |
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- | No log | 4.7188 | 302 | 0.8114 | 0.4444 | 0.8114 | 0.9008 |
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- | No log | 4.75 | 304 | 0.7688 | 0.4485 | 0.7688 | 0.8768 |
204
- | No log | 4.7812 | 306 | 0.7544 | 0.4416 | 0.7544 | 0.8685 |
205
- | No log | 4.8125 | 308 | 0.7513 | 0.4537 | 0.7513 | 0.8668 |
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- | No log | 4.8438 | 310 | 0.7446 | 0.3858 | 0.7446 | 0.8629 |
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- | No log | 4.875 | 312 | 0.7418 | 0.4361 | 0.7418 | 0.8613 |
208
- | No log | 4.9062 | 314 | 0.7265 | 0.4503 | 0.7265 | 0.8524 |
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- | No log | 4.9375 | 316 | 0.7481 | 0.4433 | 0.7481 | 0.8649 |
210
- | No log | 4.9688 | 318 | 0.7620 | 0.4312 | 0.7620 | 0.8729 |
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- | No log | 5.0 | 320 | 0.7492 | 0.4778 | 0.7492 | 0.8655 |
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- | No log | 5.0312 | 322 | 0.7558 | 0.5127 | 0.7558 | 0.8694 |
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- | No log | 5.0625 | 324 | 0.7601 | 0.4745 | 0.7601 | 0.8718 |
214
- | No log | 5.0938 | 326 | 0.7569 | 0.4361 | 0.7569 | 0.8700 |
215
- | No log | 5.125 | 328 | 0.7265 | 0.6043 | 0.7265 | 0.8524 |
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- | No log | 5.1562 | 330 | 0.7231 | 0.5844 | 0.7231 | 0.8503 |
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- | No log | 5.1875 | 332 | 0.6947 | 0.5131 | 0.6947 | 0.8335 |
218
- | No log | 5.2188 | 334 | 0.6830 | 0.5131 | 0.6830 | 0.8264 |
219
- | No log | 5.25 | 336 | 0.6932 | 0.4797 | 0.6932 | 0.8326 |
220
- | No log | 5.2812 | 338 | 0.7050 | 0.4520 | 0.7050 | 0.8396 |
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- | No log | 5.3125 | 340 | 0.7063 | 0.4520 | 0.7063 | 0.8404 |
222
- | No log | 5.3438 | 342 | 0.7191 | 0.4241 | 0.7191 | 0.8480 |
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- | No log | 5.375 | 344 | 0.7353 | 0.4878 | 0.7353 | 0.8575 |
224
- | No log | 5.4062 | 346 | 0.7180 | 0.4912 | 0.7180 | 0.8473 |
225
- | No log | 5.4375 | 348 | 0.7283 | 0.5480 | 0.7283 | 0.8534 |
226
- | No log | 5.4688 | 350 | 0.7317 | 0.5450 | 0.7317 | 0.8554 |
227
- | No log | 5.5 | 352 | 0.7172 | 0.4802 | 0.7172 | 0.8469 |
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- | No log | 5.5312 | 354 | 0.7841 | 0.4803 | 0.7841 | 0.8855 |
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- | No log | 5.5625 | 356 | 0.8646 | 0.4942 | 0.8646 | 0.9298 |
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- | No log | 5.5938 | 358 | 0.7791 | 0.4439 | 0.7791 | 0.8827 |
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- | No log | 5.625 | 360 | 0.6948 | 0.4660 | 0.6948 | 0.8336 |
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- | No log | 5.6562 | 362 | 0.7054 | 0.5131 | 0.7054 | 0.8399 |
233
- | No log | 5.6875 | 364 | 0.6997 | 0.5503 | 0.6997 | 0.8365 |
234
- | No log | 5.7188 | 366 | 0.7011 | 0.5274 | 0.7011 | 0.8373 |
235
- | No log | 5.75 | 368 | 0.7190 | 0.5103 | 0.7190 | 0.8480 |
236
- | No log | 5.7812 | 370 | 0.7098 | 0.4405 | 0.7098 | 0.8425 |
237
- | No log | 5.8125 | 372 | 0.7169 | 0.4759 | 0.7169 | 0.8467 |
238
- | No log | 5.8438 | 374 | 0.7342 | 0.5410 | 0.7342 | 0.8568 |
239
- | No log | 5.875 | 376 | 0.7169 | 0.5036 | 0.7169 | 0.8467 |
240
- | No log | 5.9062 | 378 | 0.7601 | 0.5542 | 0.7601 | 0.8718 |
241
- | No log | 5.9375 | 380 | 0.7559 | 0.5530 | 0.7559 | 0.8694 |
242
- | No log | 5.9688 | 382 | 0.7346 | 0.5979 | 0.7346 | 0.8571 |
243
- | No log | 6.0 | 384 | 0.7417 | 0.6097 | 0.7417 | 0.8612 |
244
- | No log | 6.0312 | 386 | 0.7791 | 0.5922 | 0.7791 | 0.8826 |
245
- | No log | 6.0625 | 388 | 0.7184 | 0.5737 | 0.7184 | 0.8476 |
246
- | No log | 6.0938 | 390 | 0.7050 | 0.5396 | 0.7050 | 0.8396 |
247
- | No log | 6.125 | 392 | 0.7052 | 0.4834 | 0.7052 | 0.8398 |
248
- | No log | 6.1562 | 394 | 0.7545 | 0.4883 | 0.7545 | 0.8686 |
249
- | No log | 6.1875 | 396 | 0.8022 | 0.4797 | 0.8022 | 0.8956 |
250
- | No log | 6.2188 | 398 | 0.8160 | 0.4808 | 0.8160 | 0.9033 |
251
- | No log | 6.25 | 400 | 0.7430 | 0.5459 | 0.7430 | 0.8620 |
252
- | No log | 6.2812 | 402 | 0.6882 | 0.5071 | 0.6882 | 0.8295 |
253
- | No log | 6.3125 | 404 | 0.6891 | 0.5610 | 0.6891 | 0.8301 |
254
- | No log | 6.3438 | 406 | 0.7275 | 0.5548 | 0.7275 | 0.8529 |
255
- | No log | 6.375 | 408 | 0.7256 | 0.5674 | 0.7256 | 0.8518 |
256
- | No log | 6.4062 | 410 | 0.6894 | 0.4927 | 0.6894 | 0.8303 |
257
- | No log | 6.4375 | 412 | 0.6901 | 0.5721 | 0.6901 | 0.8307 |
258
- | No log | 6.4688 | 414 | 0.6897 | 0.5593 | 0.6897 | 0.8305 |
259
- | No log | 6.5 | 416 | 0.6824 | 0.4560 | 0.6824 | 0.8261 |
260
- | No log | 6.5312 | 418 | 0.6868 | 0.4691 | 0.6868 | 0.8287 |
261
- | No log | 6.5625 | 420 | 0.6864 | 0.5245 | 0.6864 | 0.8285 |
262
- | No log | 6.5938 | 422 | 0.7214 | 0.5074 | 0.7214 | 0.8493 |
263
- | No log | 6.625 | 424 | 0.7247 | 0.5074 | 0.7247 | 0.8513 |
264
- | No log | 6.6562 | 426 | 0.6938 | 0.4503 | 0.6938 | 0.8330 |
265
- | No log | 6.6875 | 428 | 0.7197 | 0.5463 | 0.7197 | 0.8484 |
266
- | No log | 6.7188 | 430 | 0.7325 | 0.5351 | 0.7325 | 0.8559 |
267
- | No log | 6.75 | 432 | 0.6932 | 0.5438 | 0.6932 | 0.8326 |
268
- | No log | 6.7812 | 434 | 0.7059 | 0.5698 | 0.7059 | 0.8402 |
269
- | No log | 6.8125 | 436 | 0.7684 | 0.5242 | 0.7684 | 0.8766 |
270
- | No log | 6.8438 | 438 | 0.7521 | 0.5470 | 0.7521 | 0.8673 |
271
- | No log | 6.875 | 440 | 0.7184 | 0.5329 | 0.7184 | 0.8476 |
272
- | No log | 6.9062 | 442 | 0.7230 | 0.5224 | 0.7230 | 0.8503 |
273
- | No log | 6.9375 | 444 | 0.7439 | 0.5645 | 0.7439 | 0.8625 |
274
- | No log | 6.9688 | 446 | 0.7436 | 0.5431 | 0.7436 | 0.8623 |
275
- | No log | 7.0 | 448 | 0.7480 | 0.5730 | 0.7480 | 0.8649 |
276
- | No log | 7.0312 | 450 | 0.7475 | 0.5442 | 0.7475 | 0.8646 |
277
- | No log | 7.0625 | 452 | 0.7405 | 0.5585 | 0.7405 | 0.8605 |
278
- | No log | 7.0938 | 454 | 0.7376 | 0.4507 | 0.7376 | 0.8588 |
279
- | No log | 7.125 | 456 | 0.7416 | 0.4507 | 0.7416 | 0.8612 |
280
- | No log | 7.1562 | 458 | 0.7388 | 0.4804 | 0.7388 | 0.8595 |
281
- | No log | 7.1875 | 460 | 0.7385 | 0.4804 | 0.7385 | 0.8594 |
282
- | No log | 7.2188 | 462 | 0.7340 | 0.4643 | 0.7340 | 0.8567 |
283
- | No log | 7.25 | 464 | 0.7324 | 0.4642 | 0.7324 | 0.8558 |
284
- | No log | 7.2812 | 466 | 0.7284 | 0.4642 | 0.7284 | 0.8534 |
285
- | No log | 7.3125 | 468 | 0.7077 | 0.4794 | 0.7077 | 0.8412 |
286
- | No log | 7.3438 | 470 | 0.7320 | 0.5219 | 0.7320 | 0.8556 |
287
- | No log | 7.375 | 472 | 0.9046 | 0.5139 | 0.9046 | 0.9511 |
288
- | No log | 7.4062 | 474 | 0.9231 | 0.4526 | 0.9231 | 0.9608 |
289
- | No log | 7.4375 | 476 | 0.7433 | 0.5442 | 0.7433 | 0.8622 |
290
- | No log | 7.4688 | 478 | 0.7095 | 0.5359 | 0.7095 | 0.8423 |
291
- | No log | 7.5 | 480 | 0.7366 | 0.5534 | 0.7366 | 0.8583 |
292
- | No log | 7.5312 | 482 | 0.7140 | 0.5246 | 0.7140 | 0.8450 |
293
- | No log | 7.5625 | 484 | 0.7255 | 0.5202 | 0.7255 | 0.8518 |
294
- | No log | 7.5938 | 486 | 0.8117 | 0.5141 | 0.8117 | 0.9009 |
295
- | No log | 7.625 | 488 | 0.8041 | 0.4784 | 0.8041 | 0.8967 |
296
- | No log | 7.6562 | 490 | 0.7286 | 0.4838 | 0.7286 | 0.8536 |
297
- | No log | 7.6875 | 492 | 0.6900 | 0.4807 | 0.6900 | 0.8307 |
298
- | No log | 7.7188 | 494 | 0.6741 | 0.4883 | 0.6741 | 0.8210 |
299
- | No log | 7.75 | 496 | 0.6649 | 0.5785 | 0.6649 | 0.8154 |
300
- | No log | 7.7812 | 498 | 0.6984 | 0.5876 | 0.6984 | 0.8357 |
301
- | 0.2888 | 7.8125 | 500 | 0.7981 | 0.5245 | 0.7981 | 0.8934 |
302
- | 0.2888 | 7.8438 | 502 | 0.8137 | 0.5348 | 0.8137 | 0.9020 |
303
- | 0.2888 | 7.875 | 504 | 0.7702 | 0.5128 | 0.7702 | 0.8776 |
304
- | 0.2888 | 7.9062 | 506 | 0.7371 | 0.5674 | 0.7371 | 0.8586 |
305
- | 0.2888 | 7.9375 | 508 | 0.7679 | 0.5125 | 0.7679 | 0.8763 |
306
- | 0.2888 | 7.9688 | 510 | 0.8526 | 0.4903 | 0.8526 | 0.9234 |
307
- | 0.2888 | 8.0 | 512 | 0.8807 | 0.5270 | 0.8807 | 0.9385 |
308
- | 0.2888 | 8.0312 | 514 | 0.8176 | 0.5125 | 0.8176 | 0.9042 |
309
- | 0.2888 | 8.0625 | 516 | 0.7301 | 0.5328 | 0.7301 | 0.8545 |
310
- | 0.2888 | 8.0938 | 518 | 0.7235 | 0.4659 | 0.7235 | 0.8506 |
311
- | 0.2888 | 8.125 | 520 | 0.7220 | 0.4659 | 0.7220 | 0.8497 |
312
- | 0.2888 | 8.1562 | 522 | 0.7189 | 0.4540 | 0.7189 | 0.8479 |
313
- | 0.2888 | 8.1875 | 524 | 0.7298 | 0.4826 | 0.7298 | 0.8543 |
314
- | 0.2888 | 8.2188 | 526 | 0.7362 | 0.4968 | 0.7362 | 0.8580 |
315
 
316
 
317
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6511
19
+ - Qwk: 0.6282
20
+ - Mse: 0.6511
21
+ - Rmse: 0.8069
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.4 | 2 | 3.9762 | -0.0215 | 3.9762 | 1.9940 |
53
+ | No log | 0.8 | 4 | 2.2024 | 0.0364 | 2.2024 | 1.4841 |
54
+ | No log | 1.2 | 6 | 1.4057 | -0.0032 | 1.4057 | 1.1856 |
55
+ | No log | 1.6 | 8 | 1.0561 | 0.2492 | 1.0561 | 1.0277 |
56
+ | No log | 2.0 | 10 | 1.0800 | 0.1954 | 1.0800 | 1.0392 |
57
+ | No log | 2.4 | 12 | 1.2103 | 0.1740 | 1.2103 | 1.1001 |
58
+ | No log | 2.8 | 14 | 1.1838 | 0.1549 | 1.1838 | 1.0880 |
59
+ | No log | 3.2 | 16 | 1.1883 | 0.0581 | 1.1883 | 1.0901 |
60
+ | No log | 3.6 | 18 | 1.1096 | 0.0970 | 1.1096 | 1.0534 |
61
+ | No log | 4.0 | 20 | 0.9699 | 0.2217 | 0.9699 | 0.9848 |
62
+ | No log | 4.4 | 22 | 0.8842 | 0.2991 | 0.8842 | 0.9403 |
63
+ | No log | 4.8 | 24 | 0.8356 | 0.3548 | 0.8356 | 0.9141 |
64
+ | No log | 5.2 | 26 | 0.8785 | 0.3665 | 0.8785 | 0.9373 |
65
+ | No log | 5.6 | 28 | 0.8865 | 0.4224 | 0.8865 | 0.9415 |
66
+ | No log | 6.0 | 30 | 1.1173 | 0.4167 | 1.1173 | 1.0570 |
67
+ | No log | 6.4 | 32 | 1.2503 | 0.4228 | 1.2503 | 1.1182 |
68
+ | No log | 6.8 | 34 | 0.8260 | 0.5362 | 0.8260 | 0.9088 |
69
+ | No log | 7.2 | 36 | 0.7337 | 0.6263 | 0.7337 | 0.8565 |
70
+ | No log | 7.6 | 38 | 0.7135 | 0.6435 | 0.7135 | 0.8447 |
71
+ | No log | 8.0 | 40 | 0.7085 | 0.6044 | 0.7085 | 0.8417 |
72
+ | No log | 8.4 | 42 | 0.7487 | 0.6062 | 0.7487 | 0.8653 |
73
+ | No log | 8.8 | 44 | 0.6951 | 0.5969 | 0.6951 | 0.8337 |
74
+ | No log | 9.2 | 46 | 0.6975 | 0.6167 | 0.6975 | 0.8351 |
75
+ | No log | 9.6 | 48 | 0.8367 | 0.5141 | 0.8367 | 0.9147 |
76
+ | No log | 10.0 | 50 | 0.9321 | 0.4609 | 0.9321 | 0.9654 |
77
+ | No log | 10.4 | 52 | 0.7445 | 0.5438 | 0.7445 | 0.8628 |
78
+ | No log | 10.8 | 54 | 0.8091 | 0.5304 | 0.8091 | 0.8995 |
79
+ | No log | 11.2 | 56 | 1.0223 | 0.5150 | 1.0223 | 1.0111 |
80
+ | No log | 11.6 | 58 | 0.8966 | 0.5705 | 0.8966 | 0.9469 |
81
+ | No log | 12.0 | 60 | 0.7220 | 0.6095 | 0.7220 | 0.8497 |
82
+ | No log | 12.4 | 62 | 0.9668 | 0.4777 | 0.9668 | 0.9833 |
83
+ | No log | 12.8 | 64 | 0.9772 | 0.4976 | 0.9772 | 0.9885 |
84
+ | No log | 13.2 | 66 | 0.7478 | 0.5418 | 0.7478 | 0.8648 |
85
+ | No log | 13.6 | 68 | 0.7346 | 0.5787 | 0.7346 | 0.8571 |
86
+ | No log | 14.0 | 70 | 0.8888 | 0.5697 | 0.8888 | 0.9427 |
87
+ | No log | 14.4 | 72 | 0.8498 | 0.6057 | 0.8498 | 0.9219 |
88
+ | No log | 14.8 | 74 | 0.6658 | 0.6365 | 0.6658 | 0.8159 |
89
+ | No log | 15.2 | 76 | 0.6726 | 0.5513 | 0.6726 | 0.8201 |
90
+ | No log | 15.6 | 78 | 0.6504 | 0.5909 | 0.6504 | 0.8065 |
91
+ | No log | 16.0 | 80 | 0.6412 | 0.6001 | 0.6412 | 0.8007 |
92
+ | No log | 16.4 | 82 | 0.6583 | 0.5487 | 0.6583 | 0.8114 |
93
+ | No log | 16.8 | 84 | 0.6990 | 0.5093 | 0.6990 | 0.8361 |
94
+ | No log | 17.2 | 86 | 0.6921 | 0.5548 | 0.6921 | 0.8320 |
95
+ | No log | 17.6 | 88 | 0.6598 | 0.5735 | 0.6598 | 0.8123 |
96
+ | No log | 18.0 | 90 | 0.6587 | 0.6094 | 0.6587 | 0.8116 |
97
+ | No log | 18.4 | 92 | 0.6448 | 0.5923 | 0.6448 | 0.8030 |
98
+ | No log | 18.8 | 94 | 0.7203 | 0.5665 | 0.7203 | 0.8487 |
99
+ | No log | 19.2 | 96 | 0.8682 | 0.4957 | 0.8682 | 0.9318 |
100
+ | No log | 19.6 | 98 | 0.7489 | 0.5560 | 0.7489 | 0.8654 |
101
+ | No log | 20.0 | 100 | 0.6650 | 0.5865 | 0.6650 | 0.8154 |
102
+ | No log | 20.4 | 102 | 0.6413 | 0.5923 | 0.6413 | 0.8008 |
103
+ | No log | 20.8 | 104 | 0.6670 | 0.5856 | 0.6670 | 0.8167 |
104
+ | No log | 21.2 | 106 | 0.7162 | 0.5219 | 0.7162 | 0.8463 |
105
+ | No log | 21.6 | 108 | 0.7238 | 0.4984 | 0.7238 | 0.8508 |
106
+ | No log | 22.0 | 110 | 0.6787 | 0.5505 | 0.6787 | 0.8239 |
107
+ | No log | 22.4 | 112 | 0.7410 | 0.6047 | 0.7410 | 0.8608 |
108
+ | No log | 22.8 | 114 | 0.7715 | 0.5989 | 0.7715 | 0.8783 |
109
+ | No log | 23.2 | 116 | 0.7061 | 0.5842 | 0.7061 | 0.8403 |
110
+ | No log | 23.6 | 118 | 0.7142 | 0.5300 | 0.7142 | 0.8451 |
111
+ | No log | 24.0 | 120 | 0.7270 | 0.4736 | 0.7270 | 0.8527 |
112
+ | No log | 24.4 | 122 | 0.6905 | 0.5747 | 0.6905 | 0.8310 |
113
+ | No log | 24.8 | 124 | 0.6932 | 0.5809 | 0.6932 | 0.8326 |
114
+ | No log | 25.2 | 126 | 0.6898 | 0.5809 | 0.6898 | 0.8305 |
115
+ | No log | 25.6 | 128 | 0.6799 | 0.5713 | 0.6799 | 0.8246 |
116
+ | No log | 26.0 | 130 | 0.6886 | 0.6049 | 0.6886 | 0.8298 |
117
+ | No log | 26.4 | 132 | 0.6991 | 0.6060 | 0.6991 | 0.8361 |
118
+ | No log | 26.8 | 134 | 0.6791 | 0.5796 | 0.6791 | 0.8241 |
119
+ | No log | 27.2 | 136 | 0.6829 | 0.5975 | 0.6829 | 0.8264 |
120
+ | No log | 27.6 | 138 | 0.6917 | 0.5774 | 0.6917 | 0.8317 |
121
+ | No log | 28.0 | 140 | 0.6872 | 0.5898 | 0.6872 | 0.8290 |
122
+ | No log | 28.4 | 142 | 0.7203 | 0.5080 | 0.7203 | 0.8487 |
123
+ | No log | 28.8 | 144 | 0.7219 | 0.4947 | 0.7219 | 0.8497 |
124
+ | No log | 29.2 | 146 | 0.7094 | 0.6096 | 0.7094 | 0.8423 |
125
+ | No log | 29.6 | 148 | 0.7171 | 0.5734 | 0.7171 | 0.8468 |
126
+ | No log | 30.0 | 150 | 0.7056 | 0.5622 | 0.7056 | 0.8400 |
127
+ | No log | 30.4 | 152 | 0.7090 | 0.5517 | 0.7090 | 0.8420 |
128
+ | No log | 30.8 | 154 | 0.7024 | 0.5714 | 0.7024 | 0.8381 |
129
+ | No log | 31.2 | 156 | 0.7289 | 0.6144 | 0.7289 | 0.8537 |
130
+ | No log | 31.6 | 158 | 0.7446 | 0.5826 | 0.7446 | 0.8629 |
131
+ | No log | 32.0 | 160 | 0.7022 | 0.6246 | 0.7022 | 0.8380 |
132
+ | No log | 32.4 | 162 | 0.6788 | 0.6237 | 0.6788 | 0.8239 |
133
+ | No log | 32.8 | 164 | 0.6709 | 0.6177 | 0.6709 | 0.8191 |
134
+ | No log | 33.2 | 166 | 0.6971 | 0.6337 | 0.6971 | 0.8349 |
135
+ | No log | 33.6 | 168 | 0.7086 | 0.5959 | 0.7086 | 0.8418 |
136
+ | No log | 34.0 | 170 | 0.6878 | 0.5844 | 0.6878 | 0.8293 |
137
+ | No log | 34.4 | 172 | 0.6568 | 0.5932 | 0.6568 | 0.8104 |
138
+ | No log | 34.8 | 174 | 0.6410 | 0.6054 | 0.6410 | 0.8006 |
139
+ | No log | 35.2 | 176 | 0.6491 | 0.5315 | 0.6491 | 0.8057 |
140
+ | No log | 35.6 | 178 | 0.6484 | 0.6065 | 0.6484 | 0.8052 |
141
+ | No log | 36.0 | 180 | 0.6809 | 0.5986 | 0.6809 | 0.8252 |
142
+ | No log | 36.4 | 182 | 0.7011 | 0.5959 | 0.7011 | 0.8373 |
143
+ | No log | 36.8 | 184 | 0.6779 | 0.6187 | 0.6779 | 0.8233 |
144
+ | No log | 37.2 | 186 | 0.6562 | 0.6011 | 0.6562 | 0.8101 |
145
+ | No log | 37.6 | 188 | 0.6623 | 0.6278 | 0.6623 | 0.8138 |
146
+ | No log | 38.0 | 190 | 0.6644 | 0.6278 | 0.6644 | 0.8151 |
147
+ | No log | 38.4 | 192 | 0.6595 | 0.5939 | 0.6595 | 0.8121 |
148
+ | No log | 38.8 | 194 | 0.6593 | 0.5955 | 0.6593 | 0.8120 |
149
+ | No log | 39.2 | 196 | 0.6572 | 0.5735 | 0.6572 | 0.8107 |
150
+ | No log | 39.6 | 198 | 0.6429 | 0.6427 | 0.6429 | 0.8018 |
151
+ | No log | 40.0 | 200 | 0.6329 | 0.6470 | 0.6329 | 0.7956 |
152
+ | No log | 40.4 | 202 | 0.6357 | 0.6610 | 0.6357 | 0.7973 |
153
+ | No log | 40.8 | 204 | 0.6229 | 0.6237 | 0.6229 | 0.7892 |
154
+ | No log | 41.2 | 206 | 0.6525 | 0.6125 | 0.6525 | 0.8078 |
155
+ | No log | 41.6 | 208 | 0.6579 | 0.6278 | 0.6579 | 0.8111 |
156
+ | No log | 42.0 | 210 | 0.6346 | 0.6049 | 0.6346 | 0.7966 |
157
+ | No log | 42.4 | 212 | 0.6258 | 0.6097 | 0.6258 | 0.7911 |
158
+ | No log | 42.8 | 214 | 0.6264 | 0.6296 | 0.6264 | 0.7914 |
159
+ | No log | 43.2 | 216 | 0.6668 | 0.6315 | 0.6668 | 0.8166 |
160
+ | No log | 43.6 | 218 | 0.7135 | 0.6319 | 0.7135 | 0.8447 |
161
+ | No log | 44.0 | 220 | 0.6943 | 0.6567 | 0.6943 | 0.8332 |
162
+ | No log | 44.4 | 222 | 0.6326 | 0.6488 | 0.6326 | 0.7954 |
163
+ | No log | 44.8 | 224 | 0.6283 | 0.6049 | 0.6283 | 0.7926 |
164
+ | No log | 45.2 | 226 | 0.6348 | 0.6049 | 0.6348 | 0.7967 |
165
+ | No log | 45.6 | 228 | 0.6342 | 0.6658 | 0.6342 | 0.7964 |
166
+ | No log | 46.0 | 230 | 0.6525 | 0.6634 | 0.6525 | 0.8078 |
167
+ | No log | 46.4 | 232 | 0.6503 | 0.6634 | 0.6503 | 0.8064 |
168
+ | No log | 46.8 | 234 | 0.6429 | 0.6154 | 0.6429 | 0.8018 |
169
+ | No log | 47.2 | 236 | 0.6446 | 0.6049 | 0.6446 | 0.8028 |
170
+ | No log | 47.6 | 238 | 0.6463 | 0.6658 | 0.6463 | 0.8039 |
171
+ | No log | 48.0 | 240 | 0.6556 | 0.5954 | 0.6556 | 0.8097 |
172
+ | No log | 48.4 | 242 | 0.6574 | 0.6055 | 0.6574 | 0.8108 |
173
+ | No log | 48.8 | 244 | 0.6462 | 0.5980 | 0.6462 | 0.8039 |
174
+ | No log | 49.2 | 246 | 0.6392 | 0.6547 | 0.6392 | 0.7995 |
175
+ | No log | 49.6 | 248 | 0.6408 | 0.6118 | 0.6408 | 0.8005 |
176
+ | No log | 50.0 | 250 | 0.6440 | 0.5902 | 0.6440 | 0.8025 |
177
+ | No log | 50.4 | 252 | 0.6757 | 0.5944 | 0.6757 | 0.8220 |
178
+ | No log | 50.8 | 254 | 0.7011 | 0.6064 | 0.7011 | 0.8373 |
179
+ | No log | 51.2 | 256 | 0.6975 | 0.6296 | 0.6975 | 0.8352 |
180
+ | No log | 51.6 | 258 | 0.6626 | 0.5866 | 0.6626 | 0.8140 |
181
+ | No log | 52.0 | 260 | 0.6481 | 0.6118 | 0.6481 | 0.8051 |
182
+ | No log | 52.4 | 262 | 0.6529 | 0.5771 | 0.6529 | 0.8080 |
183
+ | No log | 52.8 | 264 | 0.6501 | 0.6087 | 0.6501 | 0.8063 |
184
+ | No log | 53.2 | 266 | 0.6486 | 0.6164 | 0.6486 | 0.8053 |
185
+ | No log | 53.6 | 268 | 0.6595 | 0.6066 | 0.6595 | 0.8121 |
186
+ | No log | 54.0 | 270 | 0.6594 | 0.5877 | 0.6594 | 0.8120 |
187
+ | No log | 54.4 | 272 | 0.6472 | 0.6154 | 0.6472 | 0.8045 |
188
+ | No log | 54.8 | 274 | 0.6413 | 0.6307 | 0.6413 | 0.8008 |
189
+ | No log | 55.2 | 276 | 0.6400 | 0.6307 | 0.6400 | 0.8000 |
190
+ | No log | 55.6 | 278 | 0.6423 | 0.6307 | 0.6423 | 0.8015 |
191
+ | No log | 56.0 | 280 | 0.6438 | 0.6307 | 0.6438 | 0.8024 |
192
+ | No log | 56.4 | 282 | 0.6442 | 0.6307 | 0.6442 | 0.8026 |
193
+ | No log | 56.8 | 284 | 0.6459 | 0.6307 | 0.6459 | 0.8037 |
194
+ | No log | 57.2 | 286 | 0.6474 | 0.6307 | 0.6474 | 0.8046 |
195
+ | No log | 57.6 | 288 | 0.6591 | 0.6054 | 0.6591 | 0.8118 |
196
+ | No log | 58.0 | 290 | 0.6571 | 0.5943 | 0.6571 | 0.8106 |
197
+ | No log | 58.4 | 292 | 0.6480 | 0.6307 | 0.6480 | 0.8050 |
198
+ | No log | 58.8 | 294 | 0.6564 | 0.5771 | 0.6564 | 0.8102 |
199
+ | No log | 59.2 | 296 | 0.6680 | 0.5650 | 0.6680 | 0.8173 |
200
+ | No log | 59.6 | 298 | 0.6583 | 0.5650 | 0.6583 | 0.8114 |
201
+ | No log | 60.0 | 300 | 0.6412 | 0.6307 | 0.6412 | 0.8008 |
202
+ | No log | 60.4 | 302 | 0.6565 | 0.6301 | 0.6565 | 0.8102 |
203
+ | No log | 60.8 | 304 | 0.7007 | 0.6218 | 0.7007 | 0.8371 |
204
+ | No log | 61.2 | 306 | 0.7337 | 0.6218 | 0.7337 | 0.8566 |
205
+ | No log | 61.6 | 308 | 0.7267 | 0.6218 | 0.7267 | 0.8525 |
206
+ | No log | 62.0 | 310 | 0.6945 | 0.6063 | 0.6945 | 0.8334 |
207
+ | No log | 62.4 | 312 | 0.6680 | 0.5866 | 0.6680 | 0.8173 |
208
+ | No log | 62.8 | 314 | 0.6570 | 0.5980 | 0.6570 | 0.8106 |
209
+ | No log | 63.2 | 316 | 0.6535 | 0.6007 | 0.6535 | 0.8084 |
210
+ | No log | 63.6 | 318 | 0.6558 | 0.5980 | 0.6558 | 0.8098 |
211
+ | No log | 64.0 | 320 | 0.6680 | 0.6138 | 0.6680 | 0.8173 |
212
+ | No log | 64.4 | 322 | 0.6808 | 0.6028 | 0.6808 | 0.8251 |
213
+ | No log | 64.8 | 324 | 0.6747 | 0.5954 | 0.6747 | 0.8214 |
214
+ | No log | 65.2 | 326 | 0.6593 | 0.6177 | 0.6593 | 0.8120 |
215
+ | No log | 65.6 | 328 | 0.6524 | 0.6076 | 0.6524 | 0.8077 |
216
+ | No log | 66.0 | 330 | 0.6529 | 0.6144 | 0.6529 | 0.8080 |
217
+ | No log | 66.4 | 332 | 0.6547 | 0.6330 | 0.6547 | 0.8091 |
218
+ | No log | 66.8 | 334 | 0.6565 | 0.6330 | 0.6565 | 0.8103 |
219
+ | No log | 67.2 | 336 | 0.6610 | 0.6157 | 0.6610 | 0.8130 |
220
+ | No log | 67.6 | 338 | 0.6701 | 0.6048 | 0.6701 | 0.8186 |
221
+ | No log | 68.0 | 340 | 0.6827 | 0.6365 | 0.6827 | 0.8262 |
222
+ | No log | 68.4 | 342 | 0.6852 | 0.6365 | 0.6852 | 0.8278 |
223
+ | No log | 68.8 | 344 | 0.6751 | 0.6032 | 0.6751 | 0.8217 |
224
+ | No log | 69.2 | 346 | 0.6710 | 0.6058 | 0.6710 | 0.8192 |
225
+ | No log | 69.6 | 348 | 0.6770 | 0.6535 | 0.6770 | 0.8228 |
226
+ | No log | 70.0 | 350 | 0.6981 | 0.6225 | 0.6981 | 0.8355 |
227
+ | No log | 70.4 | 352 | 0.7189 | 0.5618 | 0.7189 | 0.8479 |
228
+ | No log | 70.8 | 354 | 0.7100 | 0.6025 | 0.7100 | 0.8426 |
229
+ | No log | 71.2 | 356 | 0.6840 | 0.6225 | 0.6840 | 0.8271 |
230
+ | No log | 71.6 | 358 | 0.6582 | 0.6374 | 0.6582 | 0.8113 |
231
+ | No log | 72.0 | 360 | 0.6521 | 0.6144 | 0.6521 | 0.8075 |
232
+ | No log | 72.4 | 362 | 0.6596 | 0.6129 | 0.6596 | 0.8122 |
233
+ | No log | 72.8 | 364 | 0.6682 | 0.6493 | 0.6682 | 0.8174 |
234
+ | No log | 73.2 | 366 | 0.6669 | 0.6356 | 0.6669 | 0.8166 |
235
+ | No log | 73.6 | 368 | 0.6559 | 0.6307 | 0.6559 | 0.8099 |
236
+ | No log | 74.0 | 370 | 0.6515 | 0.6175 | 0.6515 | 0.8071 |
237
+ | No log | 74.4 | 372 | 0.6565 | 0.5988 | 0.6565 | 0.8103 |
238
+ | No log | 74.8 | 374 | 0.6631 | 0.5988 | 0.6631 | 0.8143 |
239
+ | No log | 75.2 | 376 | 0.6614 | 0.5988 | 0.6614 | 0.8133 |
240
+ | No log | 75.6 | 378 | 0.6535 | 0.6409 | 0.6535 | 0.8084 |
241
+ | No log | 76.0 | 380 | 0.6515 | 0.6517 | 0.6515 | 0.8072 |
242
+ | No log | 76.4 | 382 | 0.6522 | 0.6374 | 0.6522 | 0.8076 |
243
+ | No log | 76.8 | 384 | 0.6524 | 0.6374 | 0.6524 | 0.8077 |
244
+ | No log | 77.2 | 386 | 0.6519 | 0.6374 | 0.6519 | 0.8074 |
245
+ | No log | 77.6 | 388 | 0.6536 | 0.6049 | 0.6536 | 0.8085 |
246
+ | No log | 78.0 | 390 | 0.6582 | 0.6078 | 0.6582 | 0.8113 |
247
+ | No log | 78.4 | 392 | 0.6716 | 0.5542 | 0.6716 | 0.8195 |
248
+ | No log | 78.8 | 394 | 0.6792 | 0.5542 | 0.6792 | 0.8241 |
249
+ | No log | 79.2 | 396 | 0.6718 | 0.5542 | 0.6718 | 0.8196 |
250
+ | No log | 79.6 | 398 | 0.6575 | 0.6049 | 0.6575 | 0.8109 |
251
+ | No log | 80.0 | 400 | 0.6496 | 0.6049 | 0.6496 | 0.8060 |
252
+ | No log | 80.4 | 402 | 0.6475 | 0.6049 | 0.6475 | 0.8047 |
253
+ | No log | 80.8 | 404 | 0.6463 | 0.6049 | 0.6463 | 0.8040 |
254
+ | No log | 81.2 | 406 | 0.6463 | 0.6049 | 0.6463 | 0.8040 |
255
+ | No log | 81.6 | 408 | 0.6457 | 0.6049 | 0.6457 | 0.8035 |
256
+ | No log | 82.0 | 410 | 0.6468 | 0.6097 | 0.6468 | 0.8042 |
257
+ | No log | 82.4 | 412 | 0.6498 | 0.6097 | 0.6498 | 0.8061 |
258
+ | No log | 82.8 | 414 | 0.6494 | 0.6097 | 0.6494 | 0.8059 |
259
+ | No log | 83.2 | 416 | 0.6464 | 0.6437 | 0.6464 | 0.8040 |
260
+ | No log | 83.6 | 418 | 0.6459 | 0.6437 | 0.6459 | 0.8037 |
261
+ | No log | 84.0 | 420 | 0.6448 | 0.6409 | 0.6448 | 0.8030 |
262
+ | No log | 84.4 | 422 | 0.6455 | 0.6409 | 0.6455 | 0.8034 |
263
+ | No log | 84.8 | 424 | 0.6459 | 0.6517 | 0.6459 | 0.8037 |
264
+ | No log | 85.2 | 426 | 0.6471 | 0.6479 | 0.6471 | 0.8044 |
265
+ | No log | 85.6 | 428 | 0.6489 | 0.6584 | 0.6489 | 0.8055 |
266
+ | No log | 86.0 | 430 | 0.6507 | 0.6584 | 0.6507 | 0.8067 |
267
+ | No log | 86.4 | 432 | 0.6500 | 0.6584 | 0.6500 | 0.8063 |
268
+ | No log | 86.8 | 434 | 0.6486 | 0.6479 | 0.6486 | 0.8053 |
269
+ | No log | 87.2 | 436 | 0.6478 | 0.6479 | 0.6478 | 0.8049 |
270
+ | No log | 87.6 | 438 | 0.6491 | 0.6409 | 0.6491 | 0.8057 |
271
+ | No log | 88.0 | 440 | 0.6509 | 0.6409 | 0.6509 | 0.8068 |
272
+ | No log | 88.4 | 442 | 0.6507 | 0.6409 | 0.6507 | 0.8066 |
273
+ | No log | 88.8 | 444 | 0.6492 | 0.6517 | 0.6492 | 0.8057 |
274
+ | No log | 89.2 | 446 | 0.6483 | 0.6517 | 0.6483 | 0.8052 |
275
+ | No log | 89.6 | 448 | 0.6493 | 0.6584 | 0.6493 | 0.8058 |
276
+ | No log | 90.0 | 450 | 0.6511 | 0.6433 | 0.6511 | 0.8069 |
277
+ | No log | 90.4 | 452 | 0.6519 | 0.6433 | 0.6519 | 0.8074 |
278
+ | No log | 90.8 | 454 | 0.6532 | 0.6433 | 0.6532 | 0.8082 |
279
+ | No log | 91.2 | 456 | 0.6531 | 0.6433 | 0.6531 | 0.8081 |
280
+ | No log | 91.6 | 458 | 0.6522 | 0.6433 | 0.6522 | 0.8076 |
281
+ | No log | 92.0 | 460 | 0.6507 | 0.6282 | 0.6507 | 0.8066 |
282
+ | No log | 92.4 | 462 | 0.6500 | 0.6282 | 0.6500 | 0.8062 |
283
+ | No log | 92.8 | 464 | 0.6503 | 0.6282 | 0.6503 | 0.8064 |
284
+ | No log | 93.2 | 466 | 0.6505 | 0.6282 | 0.6505 | 0.8065 |
285
+ | No log | 93.6 | 468 | 0.6507 | 0.6282 | 0.6507 | 0.8067 |
286
+ | No log | 94.0 | 470 | 0.6508 | 0.6282 | 0.6508 | 0.8067 |
287
+ | No log | 94.4 | 472 | 0.6508 | 0.6175 | 0.6508 | 0.8067 |
288
+ | No log | 94.8 | 474 | 0.6508 | 0.6175 | 0.6508 | 0.8067 |
289
+ | No log | 95.2 | 476 | 0.6507 | 0.6175 | 0.6507 | 0.8066 |
290
+ | No log | 95.6 | 478 | 0.6503 | 0.6517 | 0.6503 | 0.8064 |
291
+ | No log | 96.0 | 480 | 0.6501 | 0.6517 | 0.6501 | 0.8063 |
292
+ | No log | 96.4 | 482 | 0.6500 | 0.6175 | 0.6500 | 0.8062 |
293
+ | No log | 96.8 | 484 | 0.6501 | 0.6175 | 0.6501 | 0.8063 |
294
+ | No log | 97.2 | 486 | 0.6503 | 0.6175 | 0.6503 | 0.8064 |
295
+ | No log | 97.6 | 488 | 0.6506 | 0.6282 | 0.6506 | 0.8066 |
296
+ | No log | 98.0 | 490 | 0.6510 | 0.6282 | 0.6510 | 0.8069 |
297
+ | No log | 98.4 | 492 | 0.6511 | 0.6282 | 0.6511 | 0.8069 |
298
+ | No log | 98.8 | 494 | 0.6511 | 0.6282 | 0.6511 | 0.8069 |
299
+ | No log | 99.2 | 496 | 0.6511 | 0.6282 | 0.6511 | 0.8069 |
300
+ | No log | 99.6 | 498 | 0.6511 | 0.6282 | 0.6511 | 0.8069 |
301
+ | 0.1601 | 100.0 | 500 | 0.6511 | 0.6282 | 0.6511 | 0.8069 |
 
 
 
 
 
 
 
 
 
 
 
 
 
302
 
303
 
304
  ### Framework versions