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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_task7_organization

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bert
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_task7_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: 1.3001
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- - Qwk: 0.0766
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- - Mse: 1.3001
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- - Rmse: 1.1402
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  ## Model description
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@@ -49,262 +49,285 @@ 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 | 0.0909 | 2 | 2.7494 | 0.0761 | 2.7494 | 1.6581 |
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- | No log | 0.1818 | 4 | 1.7283 | -0.1199 | 1.7283 | 1.3147 |
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- | No log | 0.2727 | 6 | 1.6211 | -0.2977 | 1.6211 | 1.2732 |
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- | No log | 0.3636 | 8 | 1.5290 | -0.2129 | 1.5290 | 1.2365 |
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- | No log | 0.4545 | 10 | 1.6487 | -0.4348 | 1.6487 | 1.2840 |
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- | No log | 0.5455 | 12 | 1.5285 | -0.4601 | 1.5285 | 1.2363 |
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- | No log | 0.6364 | 14 | 1.4101 | -0.3765 | 1.4101 | 1.1875 |
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- | No log | 0.7273 | 16 | 1.1772 | 0.0623 | 1.1772 | 1.0850 |
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- | No log | 0.8182 | 18 | 0.8844 | 0.1777 | 0.8844 | 0.9404 |
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- | No log | 0.9091 | 20 | 0.7280 | 0.2449 | 0.7280 | 0.8532 |
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- | No log | 1.0 | 22 | 0.7509 | 0.3173 | 0.7509 | 0.8665 |
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- | No log | 1.0909 | 24 | 0.6567 | 0.2522 | 0.6567 | 0.8104 |
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- | No log | 1.1818 | 26 | 0.7445 | 0.2007 | 0.7445 | 0.8628 |
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- | No log | 1.2727 | 28 | 0.9096 | 0.0573 | 0.9096 | 0.9537 |
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- | No log | 1.3636 | 30 | 0.9108 | -0.0500 | 0.9108 | 0.9544 |
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- | No log | 1.4545 | 32 | 0.8777 | -0.0500 | 0.8777 | 0.9368 |
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- | No log | 1.5455 | 34 | 0.8498 | 0.0717 | 0.8498 | 0.9218 |
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- | No log | 1.6364 | 36 | 0.9051 | 0.2012 | 0.9051 | 0.9514 |
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- | No log | 1.7273 | 38 | 0.9115 | 0.1914 | 0.9115 | 0.9547 |
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- | No log | 1.8182 | 40 | 0.8761 | 0.1359 | 0.8761 | 0.9360 |
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- | No log | 1.9091 | 42 | 0.8180 | -0.0027 | 0.8180 | 0.9045 |
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- | No log | 2.0 | 44 | 0.7614 | 0.0 | 0.7614 | 0.8726 |
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- | No log | 2.0909 | 46 | 0.7229 | 0.0 | 0.7229 | 0.8502 |
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- | No log | 2.1818 | 48 | 0.7271 | 0.1786 | 0.7271 | 0.8527 |
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- | No log | 2.2727 | 50 | 0.7149 | 0.2142 | 0.7149 | 0.8455 |
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- | No log | 2.3636 | 52 | 0.7073 | 0.1699 | 0.7073 | 0.8410 |
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- | No log | 2.4545 | 54 | 0.9125 | 0.2810 | 0.9125 | 0.9552 |
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- | No log | 2.5455 | 56 | 1.0816 | -0.0047 | 1.0816 | 1.0400 |
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- | No log | 2.6364 | 58 | 1.1241 | -0.0382 | 1.1241 | 1.0603 |
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- | No log | 2.7273 | 60 | 1.1968 | -0.0449 | 1.1968 | 1.0940 |
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- | No log | 2.8182 | 62 | 1.1816 | -0.0744 | 1.1816 | 1.0870 |
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- | No log | 2.9091 | 64 | 1.1364 | -0.0336 | 1.1364 | 1.0660 |
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- | No log | 3.0 | 66 | 1.1755 | -0.0963 | 1.1755 | 1.0842 |
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- | No log | 3.0909 | 68 | 1.2048 | -0.0870 | 1.2048 | 1.0976 |
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- | No log | 3.1818 | 70 | 1.1442 | 0.0448 | 1.1442 | 1.0697 |
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- | No log | 3.2727 | 72 | 1.1629 | -0.0216 | 1.1629 | 1.0784 |
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- | No log | 3.3636 | 74 | 1.2910 | 0.1341 | 1.2910 | 1.1362 |
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- | No log | 3.4545 | 76 | 1.1987 | 0.1621 | 1.1987 | 1.0949 |
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- | No log | 3.5455 | 78 | 1.0201 | 0.2141 | 1.0201 | 1.0100 |
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- | No log | 3.6364 | 80 | 0.8514 | 0.1718 | 0.8514 | 0.9227 |
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- | No log | 3.7273 | 82 | 0.9388 | -0.1170 | 0.9388 | 0.9689 |
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- | No log | 3.8182 | 84 | 1.2028 | -0.2298 | 1.2028 | 1.0967 |
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- | No log | 3.9091 | 86 | 1.2205 | -0.2760 | 1.2205 | 1.1047 |
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- | No log | 4.0 | 88 | 1.1116 | -0.2167 | 1.1116 | 1.0543 |
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- | No log | 4.0909 | 90 | 1.0714 | 0.0513 | 1.0714 | 1.0351 |
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- | No log | 4.1818 | 92 | 1.1577 | 0.1394 | 1.1577 | 1.0760 |
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- | No log | 4.2727 | 94 | 1.3597 | 0.1621 | 1.3597 | 1.1661 |
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- | No log | 4.3636 | 96 | 1.5099 | 0.1200 | 1.5099 | 1.2288 |
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- | No log | 4.4545 | 98 | 1.5212 | 0.0736 | 1.5212 | 1.2334 |
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- | No log | 4.5455 | 100 | 1.3727 | 0.0557 | 1.3727 | 1.1716 |
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- | No log | 4.6364 | 102 | 1.2072 | 0.0736 | 1.2072 | 1.0987 |
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- | No log | 4.7273 | 104 | 1.1340 | -0.0703 | 1.1340 | 1.0649 |
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- | No log | 4.8182 | 106 | 1.1183 | 0.0405 | 1.1183 | 1.0575 |
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- | No log | 4.9091 | 108 | 1.1296 | 0.2000 | 1.1296 | 1.0628 |
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- | No log | 5.0 | 110 | 1.1817 | 0.2141 | 1.1817 | 1.0871 |
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- | No log | 5.0909 | 112 | 1.1927 | 0.2045 | 1.1927 | 1.0921 |
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- | No log | 5.1818 | 114 | 1.0936 | 0.2392 | 1.0936 | 1.0457 |
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- | No log | 5.2727 | 116 | 1.1196 | 0.1935 | 1.1196 | 1.0581 |
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- | No log | 5.3636 | 118 | 1.1656 | 0.2032 | 1.1656 | 1.0796 |
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- | No log | 5.4545 | 120 | 1.2094 | 0.0553 | 1.2094 | 1.0997 |
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- | No log | 5.5455 | 122 | 1.1308 | 0.1277 | 1.1308 | 1.0634 |
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- | No log | 5.6364 | 124 | 1.1378 | 0.1086 | 1.1378 | 1.0667 |
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- | No log | 5.7273 | 126 | 1.1728 | 0.1530 | 1.1728 | 1.0830 |
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- | No log | 5.8182 | 128 | 1.2614 | 0.1120 | 1.2614 | 1.1231 |
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- | No log | 5.9091 | 130 | 1.3745 | 0.0948 | 1.3745 | 1.1724 |
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- | No log | 6.0 | 132 | 1.2651 | 0.0975 | 1.2651 | 1.1248 |
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- | No log | 6.0909 | 134 | 1.4311 | 0.1479 | 1.4311 | 1.1963 |
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- | No log | 6.1818 | 136 | 1.6462 | 0.0990 | 1.6462 | 1.2831 |
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- | No log | 6.2727 | 138 | 1.7929 | 0.1289 | 1.7929 | 1.3390 |
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- | No log | 6.3636 | 140 | 1.7328 | 0.1695 | 1.7328 | 1.3164 |
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- | No log | 6.4545 | 142 | 1.4171 | 0.0745 | 1.4171 | 1.1904 |
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- | No log | 6.5455 | 144 | 1.1528 | 0.2059 | 1.1528 | 1.0737 |
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- | No log | 6.6364 | 146 | 0.9464 | 0.3294 | 0.9464 | 0.9728 |
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- | No log | 6.7273 | 148 | 0.8959 | 0.3169 | 0.8959 | 0.9465 |
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- | No log | 6.8182 | 150 | 0.9153 | 0.3425 | 0.9153 | 0.9567 |
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- | No log | 6.9091 | 152 | 1.0224 | 0.2601 | 1.0224 | 1.0111 |
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- | No log | 7.0 | 154 | 1.0550 | 0.2601 | 1.0550 | 1.0271 |
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- | No log | 7.0909 | 156 | 0.9665 | 0.3294 | 0.9665 | 0.9831 |
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- | No log | 7.1818 | 158 | 0.9940 | 0.2105 | 0.9940 | 0.9970 |
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- | No log | 7.2727 | 160 | 1.1529 | 0.1896 | 1.1529 | 1.0737 |
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- | No log | 7.3636 | 162 | 1.3341 | 0.1093 | 1.3341 | 1.1550 |
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- | No log | 7.4545 | 164 | 1.4984 | 0.0055 | 1.4984 | 1.2241 |
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- | No log | 7.5455 | 166 | 1.4011 | 0.0570 | 1.4011 | 1.1837 |
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- | No log | 7.6364 | 168 | 1.1385 | 0.1591 | 1.1385 | 1.0670 |
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- | No log | 7.7273 | 170 | 1.0604 | 0.2323 | 1.0604 | 1.0297 |
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- | No log | 7.8182 | 172 | 1.0948 | 0.2278 | 1.0948 | 1.0463 |
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- | No log | 7.9091 | 174 | 1.0645 | 0.2278 | 1.0645 | 1.0318 |
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- | No log | 8.0 | 176 | 1.0284 | 0.2651 | 1.0284 | 1.0141 |
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- | No log | 8.0909 | 178 | 1.0563 | 0.2086 | 1.0563 | 1.0278 |
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- | No log | 8.1818 | 180 | 1.1959 | 0.1146 | 1.1959 | 1.0936 |
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- | No log | 8.2727 | 182 | 1.4195 | 0.0293 | 1.4195 | 1.1914 |
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- | No log | 8.3636 | 184 | 1.4573 | 0.0054 | 1.4573 | 1.2072 |
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- | No log | 8.4545 | 186 | 1.3217 | 0.0570 | 1.3217 | 1.1496 |
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- | No log | 8.5455 | 188 | 1.1753 | 0.1671 | 1.1753 | 1.0841 |
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- | No log | 8.6364 | 190 | 1.2249 | 0.1392 | 1.2249 | 1.1067 |
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- | No log | 8.7273 | 192 | 1.3701 | 0.0570 | 1.3701 | 1.1705 |
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- | No log | 8.8182 | 194 | 1.6773 | 0.0632 | 1.6773 | 1.2951 |
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- | No log | 8.9091 | 196 | 1.8189 | 0.0719 | 1.8189 | 1.3487 |
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- | No log | 9.0 | 198 | 1.6964 | 0.0842 | 1.6964 | 1.3025 |
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- | No log | 9.0909 | 200 | 1.4296 | 0.0806 | 1.4296 | 1.1956 |
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- | No log | 9.1818 | 202 | 1.2814 | 0.1453 | 1.2814 | 1.1320 |
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- | No log | 9.2727 | 204 | 1.2658 | 0.0746 | 1.2658 | 1.1251 |
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- | No log | 9.3636 | 206 | 1.3701 | 0.0829 | 1.3701 | 1.1705 |
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- | No log | 9.4545 | 208 | 1.4182 | 0.0531 | 1.4182 | 1.1909 |
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- | No log | 9.5455 | 210 | 1.4962 | 0.0493 | 1.4962 | 1.2232 |
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- | No log | 9.6364 | 212 | 1.5903 | 0.0664 | 1.5903 | 1.2611 |
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- | No log | 9.7273 | 214 | 1.4762 | 0.0475 | 1.4762 | 1.2150 |
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- | No log | 9.8182 | 216 | 1.3171 | 0.1121 | 1.3171 | 1.1477 |
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- | No log | 9.9091 | 218 | 1.1493 | 0.1497 | 1.1493 | 1.0720 |
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- | No log | 10.0 | 220 | 1.0590 | 0.2141 | 1.0590 | 1.0291 |
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- | No log | 10.0909 | 222 | 0.9487 | 0.2995 | 0.9487 | 0.9740 |
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- | No log | 10.1818 | 224 | 0.9971 | 0.3170 | 0.9971 | 0.9986 |
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- | No log | 10.2727 | 226 | 0.9974 | 0.2939 | 0.9974 | 0.9987 |
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- | No log | 10.3636 | 228 | 1.0539 | 0.2392 | 1.0539 | 1.0266 |
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- | No log | 10.4545 | 230 | 1.1042 | 0.1490 | 1.1042 | 1.0508 |
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- | No log | 10.5455 | 232 | 1.2232 | 0.1363 | 1.2232 | 1.1060 |
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- | No log | 10.6364 | 234 | 1.2338 | 0.1363 | 1.2338 | 1.1108 |
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- | No log | 10.7273 | 236 | 1.1849 | 0.1427 | 1.1849 | 1.0885 |
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- | No log | 10.8182 | 238 | 1.0787 | 0.1784 | 1.0787 | 1.0386 |
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- | No log | 10.9091 | 240 | 1.0813 | 0.2141 | 1.0813 | 1.0398 |
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- | No log | 11.0 | 242 | 1.0887 | 0.2306 | 1.0887 | 1.0434 |
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- | No log | 11.0909 | 244 | 0.9250 | 0.3516 | 0.9250 | 0.9618 |
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- | No log | 11.1818 | 246 | 0.8000 | 0.3972 | 0.8000 | 0.8944 |
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- | No log | 11.2727 | 248 | 0.8085 | 0.3712 | 0.8085 | 0.8992 |
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- | No log | 11.3636 | 250 | 0.9372 | 0.3347 | 0.9372 | 0.9681 |
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- | No log | 11.4545 | 252 | 1.1135 | 0.1599 | 1.1135 | 1.0552 |
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- | No log | 11.5455 | 254 | 1.1907 | 0.1599 | 1.1907 | 1.0912 |
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- | No log | 11.6364 | 256 | 1.2079 | 0.1422 | 1.2079 | 1.0990 |
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- | No log | 11.7273 | 258 | 1.1042 | 0.1993 | 1.1042 | 1.0508 |
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- | No log | 11.8182 | 260 | 1.0691 | 0.1699 | 1.0691 | 1.0340 |
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- | No log | 11.9091 | 262 | 1.1401 | 0.1591 | 1.1401 | 1.0677 |
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- | No log | 12.0 | 264 | 1.2329 | 0.1146 | 1.2329 | 1.1103 |
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- | No log | 12.0909 | 266 | 1.3505 | 0.0591 | 1.3505 | 1.1621 |
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- | No log | 12.1818 | 268 | 1.4194 | 0.0300 | 1.4194 | 1.1914 |
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- | No log | 12.2727 | 270 | 1.3718 | 0.0627 | 1.3718 | 1.1712 |
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- | No log | 12.3636 | 272 | 1.2856 | 0.0898 | 1.2856 | 1.1338 |
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- | No log | 12.4545 | 274 | 1.3107 | 0.0852 | 1.3107 | 1.1448 |
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- | No log | 12.5455 | 276 | 1.2669 | 0.0995 | 1.2669 | 1.1256 |
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- | No log | 12.6364 | 278 | 1.1473 | 0.1784 | 1.1473 | 1.0711 |
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- | No log | 12.7273 | 280 | 1.1866 | 0.1599 | 1.1866 | 1.0893 |
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- | No log | 12.8182 | 282 | 1.1424 | 0.1873 | 1.1424 | 1.0688 |
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- | No log | 12.9091 | 284 | 1.0103 | 0.2730 | 1.0103 | 1.0051 |
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- | No log | 13.0 | 286 | 1.0348 | 0.2437 | 1.0348 | 1.0173 |
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- | No log | 13.0909 | 288 | 1.1503 | 0.1704 | 1.1503 | 1.0725 |
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- | No log | 13.1818 | 290 | 1.3693 | 0.0728 | 1.3693 | 1.1702 |
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- | No log | 13.2727 | 292 | 1.4371 | 0.0728 | 1.4371 | 1.1988 |
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- | No log | 13.3636 | 294 | 1.5419 | 0.0637 | 1.5419 | 1.2417 |
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- | No log | 13.4545 | 296 | 1.6514 | 0.0948 | 1.6514 | 1.2851 |
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- | No log | 13.5455 | 298 | 1.5160 | 0.0493 | 1.5160 | 1.2312 |
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- | No log | 13.6364 | 300 | 1.2508 | 0.1205 | 1.2508 | 1.1184 |
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- | No log | 13.7273 | 302 | 1.0832 | 0.2141 | 1.0832 | 1.0408 |
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- | No log | 13.8182 | 304 | 1.0939 | 0.1832 | 1.0939 | 1.0459 |
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- | No log | 13.9091 | 306 | 1.1799 | 0.1497 | 1.1799 | 1.0862 |
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- | No log | 14.0 | 308 | 1.2442 | 0.1148 | 1.2442 | 1.1155 |
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- | No log | 14.0909 | 310 | 1.3234 | 0.1148 | 1.3234 | 1.1504 |
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- | No log | 14.1818 | 312 | 1.2760 | 0.1148 | 1.2760 | 1.1296 |
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- | No log | 14.2727 | 314 | 1.1740 | 0.1795 | 1.1740 | 1.0835 |
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- | No log | 14.3636 | 316 | 1.0644 | 0.2782 | 1.0644 | 1.0317 |
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- | No log | 14.4545 | 318 | 1.0476 | 0.2601 | 1.0476 | 1.0235 |
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- | No log | 14.5455 | 320 | 1.1283 | 0.1832 | 1.1283 | 1.0622 |
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- | No log | 14.6364 | 322 | 1.2493 | 0.0611 | 1.2493 | 1.1177 |
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- | No log | 14.7273 | 324 | 1.3754 | 0.0027 | 1.3754 | 1.1728 |
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- | No log | 14.8182 | 326 | 1.3807 | 0.0715 | 1.3807 | 1.1750 |
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- | No log | 14.9091 | 328 | 1.2441 | 0.0870 | 1.2441 | 1.1154 |
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- | No log | 15.0 | 330 | 1.0774 | 0.1530 | 1.0774 | 1.0380 |
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- | No log | 15.0909 | 332 | 0.9907 | 0.2703 | 0.9907 | 0.9953 |
218
- | No log | 15.1818 | 334 | 0.9502 | 0.2615 | 0.9502 | 0.9748 |
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- | No log | 15.2727 | 336 | 0.9830 | 0.2164 | 0.9830 | 0.9914 |
220
- | No log | 15.3636 | 338 | 1.0659 | 0.2552 | 1.0659 | 1.0324 |
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- | No log | 15.4545 | 340 | 1.1463 | 0.1530 | 1.1463 | 1.0707 |
222
- | No log | 15.5455 | 342 | 1.1128 | 0.1832 | 1.1128 | 1.0549 |
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- | No log | 15.6364 | 344 | 1.0720 | 0.2141 | 1.0720 | 1.0354 |
224
- | No log | 15.7273 | 346 | 1.1263 | 0.1832 | 1.1263 | 1.0613 |
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- | No log | 15.8182 | 348 | 1.1593 | 0.1530 | 1.1593 | 1.0767 |
226
- | No log | 15.9091 | 350 | 1.1074 | 0.1116 | 1.1074 | 1.0523 |
227
- | No log | 16.0 | 352 | 1.0500 | 0.1787 | 1.0500 | 1.0247 |
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- | No log | 16.0909 | 354 | 1.0366 | 0.1573 | 1.0366 | 1.0181 |
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- | No log | 16.1818 | 356 | 1.1347 | 0.1870 | 1.1347 | 1.0652 |
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- | No log | 16.2727 | 358 | 1.2650 | 0.1175 | 1.2650 | 1.1247 |
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- | No log | 16.3636 | 360 | 1.3396 | 0.0605 | 1.3396 | 1.1574 |
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- | No log | 16.4545 | 362 | 1.2932 | 0.0873 | 1.2932 | 1.1372 |
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- | No log | 16.5455 | 364 | 1.2261 | 0.1795 | 1.2261 | 1.1073 |
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- | No log | 16.6364 | 366 | 1.1565 | 0.1795 | 1.1565 | 1.0754 |
235
- | No log | 16.7273 | 368 | 1.1256 | 0.1832 | 1.1256 | 1.0609 |
236
- | No log | 16.8182 | 370 | 1.2098 | 0.1427 | 1.2098 | 1.0999 |
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- | No log | 16.9091 | 372 | 1.3658 | 0.0806 | 1.3658 | 1.1687 |
238
- | No log | 17.0 | 374 | 1.4407 | 0.0948 | 1.4407 | 1.2003 |
239
- | No log | 17.0909 | 376 | 1.5045 | 0.0669 | 1.5045 | 1.2266 |
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- | No log | 17.1818 | 378 | 1.3347 | 0.0806 | 1.3347 | 1.1553 |
241
- | No log | 17.2727 | 380 | 1.0597 | 0.2183 | 1.0597 | 1.0294 |
242
- | No log | 17.3636 | 382 | 1.0221 | 0.2183 | 1.0221 | 1.0110 |
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- | No log | 17.4545 | 384 | 1.0769 | 0.2183 | 1.0769 | 1.0377 |
244
- | No log | 17.5455 | 386 | 1.2035 | 0.1401 | 1.2035 | 1.0970 |
245
- | No log | 17.6364 | 388 | 1.2084 | 0.1371 | 1.2084 | 1.0993 |
246
- | No log | 17.7273 | 390 | 1.1152 | 0.2282 | 1.1152 | 1.0560 |
247
- | No log | 17.8182 | 392 | 0.9951 | 0.2782 | 0.9951 | 0.9975 |
248
- | No log | 17.9091 | 394 | 0.8459 | 0.3991 | 0.8459 | 0.9197 |
249
- | No log | 18.0 | 396 | 0.7750 | 0.3387 | 0.7750 | 0.8803 |
250
- | No log | 18.0909 | 398 | 0.7714 | 0.3673 | 0.7714 | 0.8783 |
251
- | No log | 18.1818 | 400 | 0.8248 | 0.4067 | 0.8248 | 0.9082 |
252
- | No log | 18.2727 | 402 | 0.9589 | 0.2504 | 0.9589 | 0.9792 |
253
- | No log | 18.3636 | 404 | 1.1727 | 0.1401 | 1.1727 | 1.0829 |
254
- | No log | 18.4545 | 406 | 1.3140 | 0.1094 | 1.3140 | 1.1463 |
255
- | No log | 18.5455 | 408 | 1.3300 | 0.1067 | 1.3300 | 1.1533 |
256
- | No log | 18.6364 | 410 | 1.3236 | 0.1121 | 1.3236 | 1.1505 |
257
- | No log | 18.7273 | 412 | 1.2350 | 0.1205 | 1.2350 | 1.1113 |
258
- | No log | 18.8182 | 414 | 1.1126 | 0.2100 | 1.1126 | 1.0548 |
259
- | No log | 18.9091 | 416 | 1.0774 | 0.2271 | 1.0774 | 1.0380 |
260
- | No log | 19.0 | 418 | 1.0834 | 0.1116 | 1.0834 | 1.0409 |
261
- | No log | 19.0909 | 420 | 1.1018 | 0.1147 | 1.1018 | 1.0496 |
262
- | No log | 19.1818 | 422 | 1.2065 | 0.1530 | 1.2065 | 1.0984 |
263
- | No log | 19.2727 | 424 | 1.4043 | 0.0283 | 1.4043 | 1.1851 |
264
- | No log | 19.3636 | 426 | 1.5391 | 0.0027 | 1.5391 | 1.2406 |
265
- | No log | 19.4545 | 428 | 1.5296 | 0.0027 | 1.5296 | 1.2368 |
266
- | No log | 19.5455 | 430 | 1.4630 | 0.0027 | 1.4630 | 1.2096 |
267
- | No log | 19.6364 | 432 | 1.3479 | 0.0544 | 1.3479 | 1.1610 |
268
- | No log | 19.7273 | 434 | 1.2016 | 0.1205 | 1.2016 | 1.0962 |
269
- | No log | 19.8182 | 436 | 1.1239 | 0.2227 | 1.1239 | 1.0602 |
270
- | No log | 19.9091 | 438 | 1.1266 | 0.2552 | 1.1266 | 1.0614 |
271
- | No log | 20.0 | 440 | 1.1907 | 0.1497 | 1.1907 | 1.0912 |
272
- | No log | 20.0909 | 442 | 1.3201 | 0.0283 | 1.3201 | 1.1489 |
273
- | No log | 20.1818 | 444 | 1.3934 | 0.0267 | 1.3934 | 1.1804 |
274
- | No log | 20.2727 | 446 | 1.3605 | 0.0267 | 1.3605 | 1.1664 |
275
- | No log | 20.3636 | 448 | 1.2566 | 0.1093 | 1.2566 | 1.1210 |
276
- | No log | 20.4545 | 450 | 1.2544 | 0.0829 | 1.2544 | 1.1200 |
277
- | No log | 20.5455 | 452 | 1.2554 | 0.0873 | 1.2554 | 1.1205 |
278
- | No log | 20.6364 | 454 | 1.2274 | 0.0973 | 1.2274 | 1.1079 |
279
- | No log | 20.7273 | 456 | 1.1965 | 0.0973 | 1.1965 | 1.0938 |
280
- | No log | 20.8182 | 458 | 1.2096 | 0.0973 | 1.2096 | 1.0998 |
281
- | No log | 20.9091 | 460 | 1.1750 | 0.1328 | 1.1750 | 1.0840 |
282
- | No log | 21.0 | 462 | 1.1349 | 0.1635 | 1.1349 | 1.0653 |
283
- | No log | 21.0909 | 464 | 1.1322 | 0.1635 | 1.1322 | 1.0640 |
284
- | No log | 21.1818 | 466 | 1.1055 | 0.1671 | 1.1055 | 1.0514 |
285
- | No log | 21.2727 | 468 | 1.1318 | 0.1360 | 1.1318 | 1.0639 |
286
- | No log | 21.3636 | 470 | 1.2224 | 0.1001 | 1.2224 | 1.1056 |
287
- | No log | 21.4545 | 472 | 1.3327 | 0.0822 | 1.3327 | 1.1544 |
288
- | No log | 21.5455 | 474 | 1.3945 | 0.0754 | 1.3945 | 1.1809 |
289
- | No log | 21.6364 | 476 | 1.3734 | 0.0776 | 1.3734 | 1.1719 |
290
- | No log | 21.7273 | 478 | 1.2528 | 0.1205 | 1.2528 | 1.1193 |
291
- | No log | 21.8182 | 480 | 1.1016 | 0.1949 | 1.1016 | 1.0496 |
292
- | No log | 21.9091 | 482 | 1.0359 | 0.3051 | 1.0359 | 1.0178 |
293
- | No log | 22.0 | 484 | 1.0321 | 0.3110 | 1.0321 | 1.0159 |
294
- | No log | 22.0909 | 486 | 1.1003 | 0.2271 | 1.1003 | 1.0490 |
295
- | No log | 22.1818 | 488 | 1.1728 | 0.1599 | 1.1728 | 1.0830 |
296
- | No log | 22.2727 | 490 | 1.2849 | 0.1367 | 1.2849 | 1.1335 |
297
- | No log | 22.3636 | 492 | 1.3351 | 0.1018 | 1.3351 | 1.1555 |
298
- | No log | 22.4545 | 494 | 1.3587 | 0.0766 | 1.3587 | 1.1656 |
299
- | No log | 22.5455 | 496 | 1.2877 | 0.1018 | 1.2877 | 1.1348 |
300
- | No log | 22.6364 | 498 | 1.1274 | 0.1497 | 1.1274 | 1.0618 |
301
- | 0.3383 | 22.7273 | 500 | 1.0010 | 0.3051 | 1.0010 | 1.0005 |
302
- | 0.3383 | 22.8182 | 502 | 0.9378 | 0.3105 | 0.9378 | 0.9684 |
303
- | 0.3383 | 22.9091 | 504 | 0.9557 | 0.2866 | 0.9557 | 0.9776 |
304
- | 0.3383 | 23.0 | 506 | 1.0203 | 0.2651 | 1.0203 | 1.0101 |
305
- | 0.3383 | 23.0909 | 508 | 1.1389 | 0.2006 | 1.1389 | 1.0672 |
306
- | 0.3383 | 23.1818 | 510 | 1.2558 | 0.1018 | 1.2558 | 1.1206 |
307
- | 0.3383 | 23.2727 | 512 | 1.3001 | 0.0766 | 1.3001 | 1.1402 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
308
 
309
 
310
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_task7_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: 0.8295
19
+ - Qwk: 0.2527
20
+ - Mse: 0.8295
21
+ - Rmse: 0.9108
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0833 | 2 | 2.5562 | -0.0449 | 2.5562 | 1.5988 |
53
+ | No log | 0.1667 | 4 | 1.2422 | 0.0726 | 1.2422 | 1.1145 |
54
+ | No log | 0.25 | 6 | 0.9587 | -0.0970 | 0.9587 | 0.9791 |
55
+ | No log | 0.3333 | 8 | 0.8678 | 0.1010 | 0.8678 | 0.9316 |
56
+ | No log | 0.4167 | 10 | 0.7701 | 0.0688 | 0.7701 | 0.8776 |
57
+ | No log | 0.5 | 12 | 0.8958 | 0.2387 | 0.8958 | 0.9465 |
58
+ | No log | 0.5833 | 14 | 0.7668 | 0.2261 | 0.7668 | 0.8757 |
59
+ | No log | 0.6667 | 16 | 0.8024 | 0.2740 | 0.8024 | 0.8957 |
60
+ | No log | 0.75 | 18 | 1.1118 | 0.0518 | 1.1118 | 1.0544 |
61
+ | No log | 0.8333 | 20 | 1.0401 | 0.2037 | 1.0401 | 1.0198 |
62
+ | No log | 0.9167 | 22 | 0.8404 | 0.1786 | 0.8404 | 0.9167 |
63
+ | No log | 1.0 | 24 | 0.8079 | 0.0937 | 0.8079 | 0.8988 |
64
+ | No log | 1.0833 | 26 | 0.8021 | 0.0 | 0.8021 | 0.8956 |
65
+ | No log | 1.1667 | 28 | 0.7711 | 0.0 | 0.7711 | 0.8781 |
66
+ | No log | 1.25 | 30 | 0.7354 | 0.0 | 0.7354 | 0.8576 |
67
+ | No log | 1.3333 | 32 | 0.7161 | 0.0840 | 0.7161 | 0.8462 |
68
+ | No log | 1.4167 | 34 | 0.7131 | 0.0840 | 0.7131 | 0.8444 |
69
+ | No log | 1.5 | 36 | 0.6958 | 0.1236 | 0.6958 | 0.8342 |
70
+ | No log | 1.5833 | 38 | 0.6690 | 0.3323 | 0.6690 | 0.8179 |
71
+ | No log | 1.6667 | 40 | 0.8661 | 0.3231 | 0.8661 | 0.9306 |
72
+ | No log | 1.75 | 42 | 1.0737 | 0.2510 | 1.0737 | 1.0362 |
73
+ | No log | 1.8333 | 44 | 1.1826 | -0.0960 | 1.1826 | 1.0875 |
74
+ | No log | 1.9167 | 46 | 1.0100 | -0.1823 | 1.0100 | 1.0050 |
75
+ | No log | 2.0 | 48 | 0.7369 | -0.0027 | 0.7369 | 0.8585 |
76
+ | No log | 2.0833 | 50 | 0.7957 | 0.1372 | 0.7957 | 0.8920 |
77
+ | No log | 2.1667 | 52 | 0.8417 | 0.2526 | 0.8417 | 0.9175 |
78
+ | No log | 2.25 | 54 | 0.7856 | 0.2181 | 0.7856 | 0.8864 |
79
+ | No log | 2.3333 | 56 | 0.7029 | 0.0937 | 0.7029 | 0.8384 |
80
+ | No log | 2.4167 | 58 | 0.6646 | 0.0393 | 0.6646 | 0.8153 |
81
+ | No log | 2.5 | 60 | 0.7157 | 0.2817 | 0.7157 | 0.8460 |
82
+ | No log | 2.5833 | 62 | 0.6541 | 0.3789 | 0.6541 | 0.8087 |
83
+ | No log | 2.6667 | 64 | 0.5738 | 0.3416 | 0.5738 | 0.7575 |
84
+ | No log | 2.75 | 66 | 0.5736 | 0.3745 | 0.5736 | 0.7574 |
85
+ | No log | 2.8333 | 68 | 0.6010 | 0.4243 | 0.6010 | 0.7753 |
86
+ | No log | 2.9167 | 70 | 0.6401 | 0.4728 | 0.6401 | 0.8001 |
87
+ | No log | 3.0 | 72 | 0.6577 | 0.4644 | 0.6577 | 0.8110 |
88
+ | No log | 3.0833 | 74 | 0.6102 | 0.4020 | 0.6102 | 0.7812 |
89
+ | No log | 3.1667 | 76 | 0.5533 | 0.4929 | 0.5533 | 0.7438 |
90
+ | No log | 3.25 | 78 | 0.5857 | 0.4259 | 0.5857 | 0.7653 |
91
+ | No log | 3.3333 | 80 | 0.5910 | 0.4259 | 0.5910 | 0.7687 |
92
+ | No log | 3.4167 | 82 | 0.5542 | 0.4161 | 0.5542 | 0.7444 |
93
+ | No log | 3.5 | 84 | 0.6259 | 0.4618 | 0.6259 | 0.7911 |
94
+ | No log | 3.5833 | 86 | 0.6814 | 0.4270 | 0.6814 | 0.8255 |
95
+ | No log | 3.6667 | 88 | 0.7034 | 0.3399 | 0.7034 | 0.8387 |
96
+ | No log | 3.75 | 90 | 0.7211 | 0.3099 | 0.7211 | 0.8492 |
97
+ | No log | 3.8333 | 92 | 0.6896 | 0.2171 | 0.6896 | 0.8304 |
98
+ | No log | 3.9167 | 94 | 0.6397 | 0.2852 | 0.6397 | 0.7998 |
99
+ | No log | 4.0 | 96 | 0.6207 | 0.2783 | 0.6207 | 0.7879 |
100
+ | No log | 4.0833 | 98 | 0.7375 | 0.3712 | 0.7375 | 0.8588 |
101
+ | No log | 4.1667 | 100 | 0.8024 | 0.3782 | 0.8024 | 0.8957 |
102
+ | No log | 4.25 | 102 | 0.8846 | 0.3560 | 0.8846 | 0.9405 |
103
+ | No log | 4.3333 | 104 | 0.7926 | 0.4597 | 0.7926 | 0.8903 |
104
+ | No log | 4.4167 | 106 | 0.7748 | 0.4265 | 0.7748 | 0.8802 |
105
+ | No log | 4.5 | 108 | 0.7953 | 0.4057 | 0.7953 | 0.8918 |
106
+ | No log | 4.5833 | 110 | 0.8548 | 0.4199 | 0.8548 | 0.9246 |
107
+ | No log | 4.6667 | 112 | 0.9362 | 0.3274 | 0.9362 | 0.9676 |
108
+ | No log | 4.75 | 114 | 0.9529 | 0.3274 | 0.9529 | 0.9762 |
109
+ | No log | 4.8333 | 116 | 1.0662 | 0.3007 | 1.0662 | 1.0326 |
110
+ | No log | 4.9167 | 118 | 0.9911 | 0.3174 | 0.9911 | 0.9955 |
111
+ | No log | 5.0 | 120 | 0.8298 | 0.2564 | 0.8298 | 0.9109 |
112
+ | No log | 5.0833 | 122 | 0.8274 | 0.2589 | 0.8274 | 0.9096 |
113
+ | No log | 5.1667 | 124 | 1.0497 | 0.2348 | 1.0497 | 1.0246 |
114
+ | No log | 5.25 | 126 | 1.3403 | 0.2441 | 1.3403 | 1.1577 |
115
+ | No log | 5.3333 | 128 | 1.4616 | 0.2178 | 1.4616 | 1.2090 |
116
+ | No log | 5.4167 | 130 | 1.1661 | 0.2421 | 1.1661 | 1.0798 |
117
+ | No log | 5.5 | 132 | 0.9477 | 0.2706 | 0.9477 | 0.9735 |
118
+ | No log | 5.5833 | 134 | 1.1656 | 0.3211 | 1.1656 | 1.0796 |
119
+ | No log | 5.6667 | 136 | 1.6569 | 0.2552 | 1.6569 | 1.2872 |
120
+ | No log | 5.75 | 138 | 1.6522 | 0.2382 | 1.6522 | 1.2854 |
121
+ | No log | 5.8333 | 140 | 1.1307 | 0.3237 | 1.1307 | 1.0633 |
122
+ | No log | 5.9167 | 142 | 0.6350 | 0.4473 | 0.6350 | 0.7969 |
123
+ | No log | 6.0 | 144 | 0.6517 | 0.3879 | 0.6517 | 0.8073 |
124
+ | No log | 6.0833 | 146 | 0.6581 | 0.3060 | 0.6581 | 0.8112 |
125
+ | No log | 6.1667 | 148 | 0.6234 | 0.5056 | 0.6234 | 0.7895 |
126
+ | No log | 6.25 | 150 | 0.7604 | 0.3869 | 0.7604 | 0.8720 |
127
+ | No log | 6.3333 | 152 | 0.9104 | 0.3029 | 0.9104 | 0.9541 |
128
+ | No log | 6.4167 | 154 | 0.8212 | 0.3251 | 0.8212 | 0.9062 |
129
+ | No log | 6.5 | 156 | 0.6999 | 0.4684 | 0.6999 | 0.8366 |
130
+ | No log | 6.5833 | 158 | 0.6664 | 0.4300 | 0.6664 | 0.8163 |
131
+ | No log | 6.6667 | 160 | 0.6854 | 0.4091 | 0.6854 | 0.8279 |
132
+ | No log | 6.75 | 162 | 0.8049 | 0.3699 | 0.8049 | 0.8972 |
133
+ | No log | 6.8333 | 164 | 1.0896 | 0.2398 | 1.0896 | 1.0438 |
134
+ | No log | 6.9167 | 166 | 1.1595 | 0.2622 | 1.1595 | 1.0768 |
135
+ | No log | 7.0 | 168 | 0.9405 | 0.3019 | 0.9405 | 0.9698 |
136
+ | No log | 7.0833 | 170 | 0.8121 | 0.3409 | 0.8121 | 0.9012 |
137
+ | No log | 7.1667 | 172 | 0.7285 | 0.3341 | 0.7285 | 0.8536 |
138
+ | No log | 7.25 | 174 | 0.7399 | 0.3622 | 0.7399 | 0.8601 |
139
+ | No log | 7.3333 | 176 | 0.8476 | 0.3069 | 0.8476 | 0.9206 |
140
+ | No log | 7.4167 | 178 | 0.9483 | 0.2754 | 0.9483 | 0.9738 |
141
+ | No log | 7.5 | 180 | 0.8717 | 0.2651 | 0.8717 | 0.9336 |
142
+ | No log | 7.5833 | 182 | 0.7594 | 0.3399 | 0.7594 | 0.8714 |
143
+ | No log | 7.6667 | 184 | 0.7554 | 0.3814 | 0.7554 | 0.8691 |
144
+ | No log | 7.75 | 186 | 0.8325 | 0.3043 | 0.8325 | 0.9124 |
145
+ | No log | 7.8333 | 188 | 0.8615 | 0.3194 | 0.8615 | 0.9282 |
146
+ | No log | 7.9167 | 190 | 0.9845 | 0.2297 | 0.9845 | 0.9922 |
147
+ | No log | 8.0 | 192 | 0.9940 | 0.2297 | 0.9940 | 0.9970 |
148
+ | No log | 8.0833 | 194 | 0.9340 | 0.3076 | 0.9340 | 0.9664 |
149
+ | No log | 8.1667 | 196 | 0.8769 | 0.3134 | 0.8769 | 0.9364 |
150
+ | No log | 8.25 | 198 | 0.8263 | 0.2492 | 0.8263 | 0.9090 |
151
+ | No log | 8.3333 | 200 | 0.9214 | 0.3134 | 0.9214 | 0.9599 |
152
+ | No log | 8.4167 | 202 | 1.1103 | 0.2306 | 1.1103 | 1.0537 |
153
+ | No log | 8.5 | 204 | 1.2582 | 0.2020 | 1.2582 | 1.1217 |
154
+ | No log | 8.5833 | 206 | 1.1262 | 0.2168 | 1.1262 | 1.0612 |
155
+ | No log | 8.6667 | 208 | 0.8598 | 0.2905 | 0.8598 | 0.9273 |
156
+ | No log | 8.75 | 210 | 0.7314 | 0.4522 | 0.7314 | 0.8552 |
157
+ | No log | 8.8333 | 212 | 0.7014 | 0.4294 | 0.7014 | 0.8375 |
158
+ | No log | 8.9167 | 214 | 0.6956 | 0.4522 | 0.6956 | 0.8340 |
159
+ | No log | 9.0 | 216 | 0.7572 | 0.3824 | 0.7572 | 0.8702 |
160
+ | No log | 9.0833 | 218 | 0.6921 | 0.3963 | 0.6921 | 0.8319 |
161
+ | No log | 9.1667 | 220 | 0.6668 | 0.3662 | 0.6668 | 0.8166 |
162
+ | No log | 9.25 | 222 | 0.6332 | 0.3622 | 0.6332 | 0.7958 |
163
+ | No log | 9.3333 | 224 | 0.6500 | 0.3545 | 0.6500 | 0.8062 |
164
+ | No log | 9.4167 | 226 | 0.6875 | 0.3127 | 0.6875 | 0.8291 |
165
+ | No log | 9.5 | 228 | 0.7963 | 0.3869 | 0.7963 | 0.8923 |
166
+ | No log | 9.5833 | 230 | 0.9294 | 0.3827 | 0.9294 | 0.9640 |
167
+ | No log | 9.6667 | 232 | 1.0154 | 0.3557 | 1.0154 | 1.0077 |
168
+ | No log | 9.75 | 234 | 0.9698 | 0.3613 | 0.9698 | 0.9848 |
169
+ | No log | 9.8333 | 236 | 0.8237 | 0.3297 | 0.8237 | 0.9076 |
170
+ | No log | 9.9167 | 238 | 0.7296 | 0.3261 | 0.7296 | 0.8542 |
171
+ | No log | 10.0 | 240 | 0.7333 | 0.3261 | 0.7333 | 0.8564 |
172
+ | No log | 10.0833 | 242 | 0.7409 | 0.3099 | 0.7409 | 0.8608 |
173
+ | No log | 10.1667 | 244 | 0.8101 | 0.2904 | 0.8101 | 0.9001 |
174
+ | No log | 10.25 | 246 | 0.8293 | 0.3105 | 0.8293 | 0.9107 |
175
+ | No log | 10.3333 | 248 | 0.8240 | 0.3675 | 0.8240 | 0.9077 |
176
+ | No log | 10.4167 | 250 | 0.9447 | 0.3477 | 0.9447 | 0.9720 |
177
+ | No log | 10.5 | 252 | 0.9702 | 0.3597 | 0.9702 | 0.9850 |
178
+ | No log | 10.5833 | 254 | 0.9140 | 0.4277 | 0.9140 | 0.9561 |
179
+ | No log | 10.6667 | 256 | 0.8081 | 0.3981 | 0.8081 | 0.8989 |
180
+ | No log | 10.75 | 258 | 0.6943 | 0.3157 | 0.6943 | 0.8332 |
181
+ | No log | 10.8333 | 260 | 0.7186 | 0.2932 | 0.7186 | 0.8477 |
182
+ | No log | 10.9167 | 262 | 0.8629 | 0.4255 | 0.8629 | 0.9289 |
183
+ | No log | 11.0 | 264 | 1.0266 | 0.3110 | 1.0266 | 1.0132 |
184
+ | No log | 11.0833 | 266 | 0.9507 | 0.3576 | 0.9507 | 0.9750 |
185
+ | No log | 11.1667 | 268 | 0.8436 | 0.4154 | 0.8436 | 0.9185 |
186
+ | No log | 11.25 | 270 | 0.7393 | 0.3564 | 0.7393 | 0.8598 |
187
+ | No log | 11.3333 | 272 | 0.6731 | 0.2817 | 0.6731 | 0.8204 |
188
+ | No log | 11.4167 | 274 | 0.6102 | 0.3701 | 0.6102 | 0.7812 |
189
+ | No log | 11.5 | 276 | 0.6251 | 0.3127 | 0.6251 | 0.7906 |
190
+ | No log | 11.5833 | 278 | 0.7823 | 0.4067 | 0.7823 | 0.8845 |
191
+ | No log | 11.6667 | 280 | 1.0419 | 0.3059 | 1.0419 | 1.0207 |
192
+ | No log | 11.75 | 282 | 1.0811 | 0.3010 | 1.0811 | 1.0398 |
193
+ | No log | 11.8333 | 284 | 0.9620 | 0.3481 | 0.9620 | 0.9808 |
194
+ | No log | 11.9167 | 286 | 0.7539 | 0.4726 | 0.7539 | 0.8683 |
195
+ | No log | 12.0 | 288 | 0.6245 | 0.3425 | 0.6245 | 0.7903 |
196
+ | No log | 12.0833 | 290 | 0.6045 | 0.3840 | 0.6045 | 0.7775 |
197
+ | No log | 12.1667 | 292 | 0.6462 | 0.3127 | 0.6462 | 0.8039 |
198
+ | No log | 12.25 | 294 | 0.7827 | 0.4307 | 0.7827 | 0.8847 |
199
+ | No log | 12.3333 | 296 | 1.0226 | 0.3247 | 1.0226 | 1.0113 |
200
+ | No log | 12.4167 | 298 | 1.1271 | 0.3404 | 1.1271 | 1.0617 |
201
+ | No log | 12.5 | 300 | 1.0097 | 0.3247 | 1.0097 | 1.0048 |
202
+ | No log | 12.5833 | 302 | 0.8532 | 0.3665 | 0.8532 | 0.9237 |
203
+ | No log | 12.6667 | 304 | 0.7428 | 0.4224 | 0.7428 | 0.8619 |
204
+ | No log | 12.75 | 306 | 0.7813 | 0.4224 | 0.7813 | 0.8839 |
205
+ | No log | 12.8333 | 308 | 0.9519 | 0.3807 | 0.9519 | 0.9756 |
206
+ | No log | 12.9167 | 310 | 1.0330 | 0.3481 | 1.0330 | 1.0163 |
207
+ | No log | 13.0 | 312 | 1.0050 | 0.3807 | 1.0050 | 1.0025 |
208
+ | No log | 13.0833 | 314 | 0.9437 | 0.3657 | 0.9437 | 0.9714 |
209
+ | No log | 13.1667 | 316 | 0.9108 | 0.3160 | 0.9108 | 0.9543 |
210
+ | No log | 13.25 | 318 | 0.9107 | 0.2810 | 0.9107 | 0.9543 |
211
+ | No log | 13.3333 | 320 | 0.9039 | 0.2308 | 0.9039 | 0.9507 |
212
+ | No log | 13.4167 | 322 | 1.0208 | 0.2756 | 1.0208 | 1.0104 |
213
+ | No log | 13.5 | 324 | 1.1725 | 0.1795 | 1.1725 | 1.0828 |
214
+ | No log | 13.5833 | 326 | 1.1779 | 0.2100 | 1.1779 | 1.0853 |
215
+ | No log | 13.6667 | 328 | 1.0673 | 0.2601 | 1.0673 | 1.0331 |
216
+ | No log | 13.75 | 330 | 0.9390 | 0.2358 | 0.9390 | 0.9690 |
217
+ | No log | 13.8333 | 332 | 0.9044 | 0.2076 | 0.9044 | 0.9510 |
218
+ | No log | 13.9167 | 334 | 0.9234 | 0.2267 | 0.9234 | 0.9609 |
219
+ | No log | 14.0 | 336 | 1.0790 | 0.3183 | 1.0790 | 1.0388 |
220
+ | No log | 14.0833 | 338 | 1.1867 | 0.2324 | 1.1867 | 1.0894 |
221
+ | No log | 14.1667 | 340 | 1.2175 | 0.2442 | 1.2175 | 1.1034 |
222
+ | No log | 14.25 | 342 | 1.1245 | 0.3003 | 1.1245 | 1.0604 |
223
+ | No log | 14.3333 | 344 | 0.9325 | 0.3183 | 0.9325 | 0.9657 |
224
+ | No log | 14.4167 | 346 | 0.7961 | 0.3238 | 0.7961 | 0.8922 |
225
+ | No log | 14.5 | 348 | 0.7679 | 0.3238 | 0.7679 | 0.8763 |
226
+ | No log | 14.5833 | 350 | 0.8179 | 0.3099 | 0.8179 | 0.9044 |
227
+ | No log | 14.6667 | 352 | 0.8598 | 0.3042 | 0.8598 | 0.9272 |
228
+ | No log | 14.75 | 354 | 0.8918 | 0.3076 | 0.8918 | 0.9443 |
229
+ | No log | 14.8333 | 356 | 0.9471 | 0.3160 | 0.9471 | 0.9732 |
230
+ | No log | 14.9167 | 358 | 0.9460 | 0.3381 | 0.9460 | 0.9726 |
231
+ | No log | 15.0 | 360 | 0.9557 | 0.3381 | 0.9557 | 0.9776 |
232
+ | No log | 15.0833 | 362 | 0.9055 | 0.3217 | 0.9055 | 0.9516 |
233
+ | No log | 15.1667 | 364 | 0.8664 | 0.2949 | 0.8664 | 0.9308 |
234
+ | No log | 15.25 | 366 | 0.8814 | 0.3869 | 0.8814 | 0.9389 |
235
+ | No log | 15.3333 | 368 | 0.9914 | 0.2677 | 0.9914 | 0.9957 |
236
+ | No log | 15.4167 | 370 | 1.0310 | 0.2252 | 1.0310 | 1.0154 |
237
+ | No log | 15.5 | 372 | 1.0052 | 0.2677 | 1.0052 | 1.0026 |
238
+ | No log | 15.5833 | 374 | 0.9410 | 0.2892 | 0.9410 | 0.9700 |
239
+ | No log | 15.6667 | 376 | 0.8445 | 0.3238 | 0.8445 | 0.9189 |
240
+ | No log | 15.75 | 378 | 0.8098 | 0.2652 | 0.8098 | 0.8999 |
241
+ | No log | 15.8333 | 380 | 0.8558 | 0.3238 | 0.8558 | 0.9251 |
242
+ | No log | 15.9167 | 382 | 0.9050 | 0.3564 | 0.9050 | 0.9513 |
243
+ | No log | 16.0 | 384 | 0.8756 | 0.3564 | 0.8756 | 0.9357 |
244
+ | No log | 16.0833 | 386 | 0.8518 | 0.3564 | 0.8518 | 0.9229 |
245
+ | No log | 16.1667 | 388 | 0.7951 | 0.4134 | 0.7951 | 0.8917 |
246
+ | No log | 16.25 | 390 | 0.8523 | 0.3494 | 0.8523 | 0.9232 |
247
+ | No log | 16.3333 | 392 | 0.9154 | 0.2892 | 0.9154 | 0.9567 |
248
+ | No log | 16.4167 | 394 | 0.8979 | 0.2892 | 0.8979 | 0.9476 |
249
+ | No log | 16.5 | 396 | 0.9634 | 0.3251 | 0.9634 | 0.9815 |
250
+ | No log | 16.5833 | 398 | 1.0536 | 0.2482 | 1.0536 | 1.0265 |
251
+ | No log | 16.6667 | 400 | 1.0188 | 0.2806 | 1.0188 | 1.0093 |
252
+ | No log | 16.75 | 402 | 0.9201 | 0.3433 | 0.9201 | 0.9592 |
253
+ | No log | 16.8333 | 404 | 0.7978 | 0.2932 | 0.7978 | 0.8932 |
254
+ | No log | 16.9167 | 406 | 0.7682 | 0.3060 | 0.7682 | 0.8764 |
255
+ | No log | 17.0 | 408 | 0.7912 | 0.2662 | 0.7912 | 0.8895 |
256
+ | No log | 17.0833 | 410 | 0.7934 | 0.2932 | 0.7934 | 0.8908 |
257
+ | No log | 17.1667 | 412 | 0.8267 | 0.3699 | 0.8267 | 0.9092 |
258
+ | No log | 17.25 | 414 | 0.8644 | 0.3256 | 0.8644 | 0.9298 |
259
+ | No log | 17.3333 | 416 | 0.8571 | 0.3319 | 0.8571 | 0.9258 |
260
+ | No log | 17.4167 | 418 | 0.7683 | 0.3238 | 0.7683 | 0.8765 |
261
+ | No log | 17.5 | 420 | 0.7623 | 0.3238 | 0.7623 | 0.8731 |
262
+ | No log | 17.5833 | 422 | 0.8324 | 0.3494 | 0.8324 | 0.9124 |
263
+ | No log | 17.6667 | 424 | 0.8927 | 0.2892 | 0.8927 | 0.9449 |
264
+ | No log | 17.75 | 426 | 1.0051 | 0.2343 | 1.0051 | 1.0025 |
265
+ | No log | 17.8333 | 428 | 1.1151 | 0.2006 | 1.1151 | 1.0560 |
266
+ | No log | 17.9167 | 430 | 1.1106 | 0.2223 | 1.1106 | 1.0539 |
267
+ | No log | 18.0 | 432 | 1.0028 | 0.3287 | 1.0028 | 1.0014 |
268
+ | No log | 18.0833 | 434 | 0.9637 | 0.2562 | 0.9637 | 0.9817 |
269
+ | No log | 18.1667 | 436 | 0.8705 | 0.3042 | 0.8705 | 0.9330 |
270
+ | No log | 18.25 | 438 | 0.7548 | 0.2754 | 0.7548 | 0.8688 |
271
+ | No log | 18.3333 | 440 | 0.7151 | 0.3196 | 0.7151 | 0.8456 |
272
+ | No log | 18.4167 | 442 | 0.7554 | 0.2995 | 0.7554 | 0.8691 |
273
+ | No log | 18.5 | 444 | 0.8869 | 0.4153 | 0.8869 | 0.9417 |
274
+ | No log | 18.5833 | 446 | 1.1093 | 0.2796 | 1.1093 | 1.0532 |
275
+ | No log | 18.6667 | 448 | 1.1685 | 0.2398 | 1.1685 | 1.0810 |
276
+ | No log | 18.75 | 450 | 1.1277 | 0.2437 | 1.1277 | 1.0619 |
277
+ | No log | 18.8333 | 452 | 0.9481 | 0.2892 | 0.9481 | 0.9737 |
278
+ | No log | 18.9167 | 454 | 0.7956 | 0.3372 | 0.7956 | 0.8920 |
279
+ | No log | 19.0 | 456 | 0.7384 | 0.2883 | 0.7384 | 0.8593 |
280
+ | No log | 19.0833 | 458 | 0.7347 | 0.3238 | 0.7347 | 0.8572 |
281
+ | No log | 19.1667 | 460 | 0.7487 | 0.3238 | 0.7487 | 0.8653 |
282
+ | No log | 19.25 | 462 | 0.7787 | 0.2817 | 0.7787 | 0.8825 |
283
+ | No log | 19.3333 | 464 | 0.8092 | 0.2817 | 0.8092 | 0.8995 |
284
+ | No log | 19.4167 | 466 | 0.8281 | 0.3450 | 0.8281 | 0.9100 |
285
+ | No log | 19.5 | 468 | 0.8159 | 0.3450 | 0.8159 | 0.9033 |
286
+ | No log | 19.5833 | 470 | 0.7851 | 0.3519 | 0.7851 | 0.8861 |
287
+ | No log | 19.6667 | 472 | 0.7382 | 0.2652 | 0.7382 | 0.8592 |
288
+ | No log | 19.75 | 474 | 0.7049 | 0.2407 | 0.7049 | 0.8396 |
289
+ | No log | 19.8333 | 476 | 0.7185 | 0.3238 | 0.7185 | 0.8476 |
290
+ | No log | 19.9167 | 478 | 0.7748 | 0.4251 | 0.7748 | 0.8802 |
291
+ | No log | 20.0 | 480 | 0.8510 | 0.3869 | 0.8510 | 0.9225 |
292
+ | No log | 20.0833 | 482 | 0.8695 | 0.3869 | 0.8695 | 0.9325 |
293
+ | No log | 20.1667 | 484 | 0.9016 | 0.3869 | 0.9016 | 0.9495 |
294
+ | No log | 20.25 | 486 | 0.8646 | 0.4251 | 0.8646 | 0.9298 |
295
+ | No log | 20.3333 | 488 | 0.8056 | 0.4491 | 0.8056 | 0.8976 |
296
+ | No log | 20.4167 | 490 | 0.7631 | 0.2950 | 0.7631 | 0.8735 |
297
+ | No log | 20.5 | 492 | 0.7880 | 0.2950 | 0.7880 | 0.8877 |
298
+ | No log | 20.5833 | 494 | 0.8634 | 0.3637 | 0.8634 | 0.9292 |
299
+ | No log | 20.6667 | 496 | 0.9521 | 0.4085 | 0.9521 | 0.9758 |
300
+ | No log | 20.75 | 498 | 1.0831 | 0.3099 | 1.0831 | 1.0407 |
301
+ | 0.3141 | 20.8333 | 500 | 1.0813 | 0.3223 | 1.0813 | 1.0399 |
302
+ | 0.3141 | 20.9167 | 502 | 0.9614 | 0.4085 | 0.9614 | 0.9805 |
303
+ | 0.3141 | 21.0 | 504 | 0.8314 | 0.3894 | 0.8314 | 0.9118 |
304
+ | 0.3141 | 21.0833 | 506 | 0.7886 | 0.3637 | 0.7886 | 0.8880 |
305
+ | 0.3141 | 21.1667 | 508 | 0.7623 | 0.3637 | 0.7623 | 0.8731 |
306
+ | 0.3141 | 21.25 | 510 | 0.7681 | 0.3637 | 0.7681 | 0.8764 |
307
+ | 0.3141 | 21.3333 | 512 | 0.7924 | 0.3894 | 0.7924 | 0.8902 |
308
+ | 0.3141 | 21.4167 | 514 | 0.8642 | 0.4275 | 0.8642 | 0.9296 |
309
+ | 0.3141 | 21.5 | 516 | 0.8800 | 0.4275 | 0.8800 | 0.9381 |
310
+ | 0.3141 | 21.5833 | 518 | 0.8248 | 0.4014 | 0.8248 | 0.9082 |
311
+ | 0.3141 | 21.6667 | 520 | 0.8240 | 0.3894 | 0.8240 | 0.9078 |
312
+ | 0.3141 | 21.75 | 522 | 0.8732 | 0.4387 | 0.8732 | 0.9344 |
313
+ | 0.3141 | 21.8333 | 524 | 0.9446 | 0.3731 | 0.9446 | 0.9719 |
314
+ | 0.3141 | 21.9167 | 526 | 0.9944 | 0.3499 | 0.9944 | 0.9972 |
315
+ | 0.3141 | 22.0 | 528 | 0.9656 | 0.3799 | 0.9656 | 0.9827 |
316
+ | 0.3141 | 22.0833 | 530 | 0.8753 | 0.3894 | 0.8753 | 0.9356 |
317
+ | 0.3141 | 22.1667 | 532 | 0.7228 | 0.2407 | 0.7228 | 0.8502 |
318
+ | 0.3141 | 22.25 | 534 | 0.6559 | 0.2379 | 0.6559 | 0.8099 |
319
+ | 0.3141 | 22.3333 | 536 | 0.6613 | 0.2407 | 0.6613 | 0.8132 |
320
+ | 0.3141 | 22.4167 | 538 | 0.7314 | 0.2407 | 0.7314 | 0.8552 |
321
+ | 0.3141 | 22.5 | 540 | 0.8901 | 0.3450 | 0.8901 | 0.9434 |
322
+ | 0.3141 | 22.5833 | 542 | 0.9940 | 0.3560 | 0.9940 | 0.9970 |
323
+ | 0.3141 | 22.6667 | 544 | 1.0104 | 0.3433 | 1.0104 | 1.0052 |
324
+ | 0.3141 | 22.75 | 546 | 0.9452 | 0.3433 | 0.9452 | 0.9722 |
325
+ | 0.3141 | 22.8333 | 548 | 0.8650 | 0.4470 | 0.8650 | 0.9300 |
326
+ | 0.3141 | 22.9167 | 550 | 0.8128 | 0.2527 | 0.8128 | 0.9015 |
327
+ | 0.3141 | 23.0 | 552 | 0.7887 | 0.2652 | 0.7887 | 0.8881 |
328
+ | 0.3141 | 23.0833 | 554 | 0.7865 | 0.2652 | 0.7865 | 0.8869 |
329
+ | 0.3141 | 23.1667 | 556 | 0.7931 | 0.2652 | 0.7931 | 0.8906 |
330
+ | 0.3141 | 23.25 | 558 | 0.8295 | 0.2527 | 0.8295 | 0.9108 |
331
 
332
 
333
  ### Framework versions