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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k8_task2_organization

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  1. README.md +263 -279
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k7_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k7_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.4450
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- - Qwk: 0.0948
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- - Mse: 1.4450
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- - Rmse: 1.2021
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  ## Model description
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@@ -49,279 +49,263 @@ 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 | 0.0571 | 2 | 4.6376 | 0.0010 | 4.6376 | 2.1535 |
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- | No log | 0.1143 | 4 | 2.9245 | -0.0375 | 2.9245 | 1.7101 |
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- | No log | 0.1714 | 6 | 2.2601 | -0.0298 | 2.2601 | 1.5034 |
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- | No log | 0.2286 | 8 | 1.8485 | -0.0303 | 1.8485 | 1.3596 |
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- | No log | 0.2857 | 10 | 2.4049 | -0.0108 | 2.4049 | 1.5508 |
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- | No log | 0.3429 | 12 | 2.2440 | -0.0667 | 2.2440 | 1.4980 |
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- | No log | 0.4 | 14 | 1.4717 | 0.0269 | 1.4717 | 1.2131 |
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- | No log | 0.4571 | 16 | 1.2356 | 0.0841 | 1.2356 | 1.1116 |
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- | No log | 0.5143 | 18 | 1.2448 | 0.0228 | 1.2448 | 1.1157 |
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- | No log | 0.5714 | 20 | 1.3783 | 0.0682 | 1.3783 | 1.1740 |
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- | No log | 0.6286 | 22 | 1.8329 | -0.1816 | 1.8329 | 1.3538 |
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- | No log | 0.6857 | 24 | 1.8440 | -0.1542 | 1.8440 | 1.3580 |
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- | No log | 0.7429 | 26 | 1.6676 | -0.1940 | 1.6676 | 1.2913 |
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- | No log | 0.8 | 28 | 1.5878 | -0.1940 | 1.5878 | 1.2601 |
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- | No log | 0.8571 | 30 | 1.5651 | -0.1298 | 1.5651 | 1.2511 |
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- | No log | 0.9143 | 32 | 1.5889 | -0.1148 | 1.5889 | 1.2605 |
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- | No log | 0.9714 | 34 | 1.6827 | -0.0522 | 1.6827 | 1.2972 |
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- | No log | 1.0286 | 36 | 1.5719 | -0.0674 | 1.5719 | 1.2538 |
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- | No log | 1.0857 | 38 | 1.3560 | 0.0050 | 1.3560 | 1.1645 |
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- | No log | 1.1429 | 40 | 1.2051 | 0.0711 | 1.2051 | 1.0978 |
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- | No log | 1.2 | 42 | 1.2394 | 0.1043 | 1.2394 | 1.1133 |
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- | No log | 1.2571 | 44 | 1.2698 | 0.1043 | 1.2698 | 1.1269 |
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- | No log | 1.3143 | 46 | 1.2393 | 0.1076 | 1.2393 | 1.1133 |
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- | No log | 1.3714 | 48 | 1.2808 | 0.1173 | 1.2808 | 1.1317 |
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- | No log | 1.4286 | 50 | 1.3901 | 0.0319 | 1.3901 | 1.1790 |
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- | No log | 1.4857 | 52 | 1.4749 | -0.1148 | 1.4749 | 1.2145 |
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- | No log | 1.5429 | 54 | 1.5481 | 0.0018 | 1.5481 | 1.2442 |
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- | No log | 1.6 | 56 | 1.4894 | -0.0195 | 1.4894 | 1.2204 |
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- | No log | 1.6571 | 58 | 1.2779 | 0.2124 | 1.2779 | 1.1304 |
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- | No log | 1.7143 | 60 | 1.2129 | 0.1693 | 1.2129 | 1.1013 |
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- | No log | 1.7714 | 62 | 1.2557 | 0.1632 | 1.2557 | 1.1206 |
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- | No log | 1.8286 | 64 | 1.3697 | 0.0654 | 1.3697 | 1.1704 |
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- | No log | 1.8857 | 66 | 1.5698 | -0.0177 | 1.5698 | 1.2529 |
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- | No log | 1.9429 | 68 | 1.4582 | 0.0420 | 1.4582 | 1.2075 |
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- | No log | 2.0 | 70 | 1.2790 | 0.0394 | 1.2790 | 1.1309 |
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- | No log | 2.0571 | 72 | 1.3204 | 0.0394 | 1.3204 | 1.1491 |
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- | No log | 2.1143 | 74 | 1.3905 | 0.0385 | 1.3905 | 1.1792 |
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- | No log | 2.1714 | 76 | 1.4503 | 0.0769 | 1.4503 | 1.2043 |
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- | No log | 2.2286 | 78 | 1.5809 | -0.0247 | 1.5809 | 1.2573 |
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- | No log | 2.2857 | 80 | 1.4201 | 0.0769 | 1.4201 | 1.1917 |
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- | No log | 2.3429 | 82 | 1.2349 | 0.1212 | 1.2349 | 1.1113 |
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- | No log | 2.4 | 84 | 1.4155 | 0.0082 | 1.4155 | 1.1897 |
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- | No log | 2.4571 | 86 | 1.6188 | -0.0511 | 1.6188 | 1.2723 |
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- | No log | 2.5143 | 88 | 1.5238 | 0.0442 | 1.5238 | 1.2344 |
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- | No log | 2.5714 | 90 | 1.2169 | 0.2617 | 1.2169 | 1.1031 |
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- | No log | 2.6286 | 92 | 1.0776 | 0.3217 | 1.0776 | 1.0381 |
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- | No log | 2.6857 | 94 | 1.1762 | 0.2570 | 1.1762 | 1.0845 |
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- | No log | 2.7429 | 96 | 1.4434 | 0.0870 | 1.4434 | 1.2014 |
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- | No log | 2.8 | 98 | 1.6512 | -0.1358 | 1.6512 | 1.2850 |
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- | No log | 2.8571 | 100 | 1.5359 | -0.0144 | 1.5359 | 1.2393 |
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- | No log | 2.9143 | 102 | 1.3384 | 0.1183 | 1.3384 | 1.1569 |
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- | No log | 2.9714 | 104 | 1.2577 | 0.1281 | 1.2577 | 1.1215 |
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- | No log | 3.0286 | 106 | 1.3411 | 0.1081 | 1.3411 | 1.1580 |
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- | No log | 3.0857 | 108 | 1.4891 | 0.1011 | 1.4891 | 1.2203 |
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- | No log | 3.1429 | 110 | 1.7644 | -0.2506 | 1.7644 | 1.3283 |
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- | No log | 3.2 | 112 | 1.7519 | -0.2506 | 1.7519 | 1.3236 |
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- | No log | 3.2571 | 114 | 1.6530 | -0.1073 | 1.6530 | 1.2857 |
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- | No log | 3.3143 | 116 | 1.4757 | 0.0885 | 1.4757 | 1.2148 |
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- | No log | 3.3714 | 118 | 1.6358 | 0.1171 | 1.6358 | 1.2790 |
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- | No log | 3.4286 | 120 | 1.8074 | 0.0992 | 1.8074 | 1.3444 |
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- | No log | 3.4857 | 122 | 1.7159 | 0.1124 | 1.7159 | 1.3099 |
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- | No log | 3.5429 | 124 | 1.5503 | 0.0500 | 1.5503 | 1.2451 |
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- | No log | 3.6 | 126 | 1.5772 | -0.0654 | 1.5772 | 1.2558 |
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- | No log | 3.6571 | 128 | 1.7785 | -0.1940 | 1.7785 | 1.3336 |
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- | No log | 3.7143 | 130 | 1.7326 | -0.1940 | 1.7326 | 1.3163 |
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- | No log | 3.7714 | 132 | 1.5882 | -0.0479 | 1.5882 | 1.2602 |
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- | No log | 3.8286 | 134 | 1.5722 | 0.0437 | 1.5722 | 1.2539 |
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- | No log | 3.8857 | 136 | 1.5929 | 0.0156 | 1.5929 | 1.2621 |
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- | No log | 3.9429 | 138 | 1.5761 | 0.0589 | 1.5761 | 1.2554 |
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- | No log | 4.0 | 140 | 1.4988 | 0.0433 | 1.4988 | 1.2242 |
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- | No log | 4.0571 | 142 | 1.5410 | 0.0914 | 1.5410 | 1.2414 |
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- | No log | 4.1143 | 144 | 1.6220 | 0.0564 | 1.6220 | 1.2736 |
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- | No log | 4.1714 | 146 | 1.6738 | 0.0272 | 1.6738 | 1.2937 |
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- | No log | 4.2286 | 148 | 1.6432 | 0.0117 | 1.6432 | 1.2819 |
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- | No log | 4.2857 | 150 | 1.5751 | -0.0010 | 1.5751 | 1.2550 |
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- | No log | 4.3429 | 152 | 1.4892 | -0.0011 | 1.4892 | 1.2203 |
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- | No log | 4.4 | 154 | 1.3996 | 0.0880 | 1.3996 | 1.1830 |
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- | No log | 4.4571 | 156 | 1.5210 | 0.0273 | 1.5210 | 1.2333 |
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- | No log | 4.5143 | 158 | 1.6469 | 0.0586 | 1.6469 | 1.2833 |
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- | No log | 4.5714 | 160 | 1.5807 | 0.0426 | 1.5807 | 1.2573 |
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- | No log | 4.6286 | 162 | 1.5855 | 0.0541 | 1.5855 | 1.2592 |
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- | No log | 4.6857 | 164 | 1.7383 | -0.0773 | 1.7383 | 1.3184 |
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- | No log | 4.7429 | 166 | 1.7572 | -0.0963 | 1.7572 | 1.3256 |
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- | No log | 4.8 | 168 | 1.6425 | 0.1002 | 1.6425 | 1.2816 |
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- | No log | 4.8571 | 170 | 1.5237 | 0.0892 | 1.5237 | 1.2344 |
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- | No log | 4.9143 | 172 | 1.4677 | 0.1311 | 1.4677 | 1.2115 |
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- | No log | 4.9714 | 174 | 1.5264 | 0.0705 | 1.5264 | 1.2355 |
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- | No log | 5.0286 | 176 | 1.5699 | 0.0295 | 1.5699 | 1.2530 |
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- | No log | 5.0857 | 178 | 1.6011 | 0.0488 | 1.6011 | 1.2653 |
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- | No log | 5.1429 | 180 | 1.6018 | 0.1166 | 1.6018 | 1.2656 |
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- | No log | 5.2 | 182 | 1.5032 | 0.0626 | 1.5032 | 1.2260 |
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- | No log | 5.2571 | 184 | 1.3914 | 0.0818 | 1.3914 | 1.1796 |
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- | No log | 5.3143 | 186 | 1.3913 | 0.0721 | 1.3913 | 1.1795 |
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- | No log | 5.3714 | 188 | 1.4507 | 0.0474 | 1.4507 | 1.2045 |
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- | No log | 5.4286 | 190 | 1.6216 | 0.0858 | 1.6216 | 1.2734 |
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- | No log | 5.4857 | 192 | 1.7844 | 0.0342 | 1.7844 | 1.3358 |
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- | No log | 5.5429 | 194 | 1.7214 | 0.0410 | 1.7214 | 1.3120 |
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- | No log | 5.6 | 196 | 1.5732 | 0.0164 | 1.5732 | 1.2543 |
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- | No log | 5.6571 | 198 | 1.4853 | -0.0175 | 1.4853 | 1.2187 |
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- | No log | 5.7143 | 200 | 1.4716 | -0.1046 | 1.4716 | 1.2131 |
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- | No log | 5.7714 | 202 | 1.5503 | -0.0235 | 1.5503 | 1.2451 |
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- | No log | 5.8286 | 204 | 1.7184 | -0.1523 | 1.7184 | 1.3109 |
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- | No log | 5.8857 | 206 | 1.6905 | -0.0671 | 1.6905 | 1.3002 |
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- | No log | 5.9429 | 208 | 1.6500 | 0.0049 | 1.6500 | 1.2845 |
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- | No log | 6.0 | 210 | 1.7005 | -0.0132 | 1.7005 | 1.3040 |
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- | No log | 6.0571 | 212 | 1.6448 | 0.0428 | 1.6448 | 1.2825 |
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- | No log | 6.1143 | 214 | 1.5706 | 0.0500 | 1.5706 | 1.2533 |
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- | No log | 6.1714 | 216 | 1.4186 | 0.0851 | 1.4186 | 1.1911 |
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- | No log | 6.2286 | 218 | 1.4183 | 0.1405 | 1.4183 | 1.1909 |
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- | No log | 6.2857 | 220 | 1.4663 | 0.1405 | 1.4663 | 1.2109 |
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- | No log | 6.3429 | 222 | 1.6121 | 0.0907 | 1.6121 | 1.2697 |
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- | No log | 6.4 | 224 | 1.6170 | 0.0 | 1.6170 | 1.2716 |
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- | No log | 6.4571 | 226 | 1.5562 | 0.0827 | 1.5562 | 1.2475 |
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- | No log | 6.5143 | 228 | 1.4560 | 0.1279 | 1.4560 | 1.2066 |
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- | No log | 6.5714 | 230 | 1.3108 | 0.0849 | 1.3108 | 1.1449 |
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- | No log | 6.6286 | 232 | 1.2893 | 0.1048 | 1.2893 | 1.1355 |
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- | No log | 6.6857 | 234 | 1.3553 | 0.1048 | 1.3553 | 1.1642 |
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- | No log | 6.7429 | 236 | 1.4759 | 0.0923 | 1.4759 | 1.2149 |
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- | No log | 6.8 | 238 | 1.6092 | 0.0159 | 1.6092 | 1.2685 |
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- | No log | 6.8571 | 240 | 1.6829 | -0.0293 | 1.6829 | 1.2972 |
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- | No log | 6.9143 | 242 | 1.6780 | -0.0107 | 1.6780 | 1.2954 |
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- | No log | 6.9714 | 244 | 1.6574 | 0.0263 | 1.6574 | 1.2874 |
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- | No log | 7.0286 | 246 | 1.5970 | -0.0368 | 1.5970 | 1.2637 |
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- | No log | 7.0857 | 248 | 1.5673 | 0.0090 | 1.5673 | 1.2519 |
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- | No log | 7.1429 | 250 | 1.5399 | 0.0239 | 1.5399 | 1.2409 |
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- | No log | 7.2 | 252 | 1.5460 | 0.0380 | 1.5460 | 1.2434 |
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- | No log | 7.2571 | 254 | 1.6589 | 0.0153 | 1.6589 | 1.2880 |
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- | No log | 7.3143 | 256 | 1.6679 | 0.0061 | 1.6679 | 1.2915 |
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- | No log | 7.3714 | 258 | 1.5781 | 0.0310 | 1.5781 | 1.2562 |
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- | No log | 7.4286 | 260 | 1.4615 | 0.0095 | 1.4615 | 1.2089 |
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- | No log | 7.4857 | 262 | 1.4272 | 0.0880 | 1.4272 | 1.1946 |
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- | No log | 7.5429 | 264 | 1.4190 | 0.0880 | 1.4190 | 1.1912 |
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- | No log | 7.6 | 266 | 1.4771 | 0.0430 | 1.4771 | 1.2154 |
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- | No log | 7.6571 | 268 | 1.5180 | 0.0430 | 1.5180 | 1.2321 |
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- | No log | 7.7143 | 270 | 1.5961 | 0.0256 | 1.5961 | 1.2634 |
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- | No log | 7.7714 | 272 | 1.6532 | -0.0069 | 1.6532 | 1.2858 |
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- | No log | 7.8286 | 274 | 1.6100 | 0.0347 | 1.6100 | 1.2689 |
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- | No log | 7.8857 | 276 | 1.5601 | -0.0138 | 1.5601 | 1.2490 |
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- | No log | 7.9429 | 278 | 1.6198 | 0.1031 | 1.6198 | 1.2727 |
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- | No log | 8.0 | 280 | 1.6928 | 0.1091 | 1.6928 | 1.3011 |
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- | No log | 8.0571 | 282 | 1.7188 | 0.1364 | 1.7188 | 1.3110 |
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- | No log | 8.1143 | 284 | 1.7594 | 0.0555 | 1.7594 | 1.3264 |
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- | No log | 8.1714 | 286 | 1.8697 | 0.1126 | 1.8697 | 1.3674 |
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- | No log | 8.2286 | 288 | 1.8629 | 0.1126 | 1.8629 | 1.3649 |
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- | No log | 8.2857 | 290 | 1.7010 | 0.0633 | 1.7010 | 1.3042 |
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- | No log | 8.3429 | 292 | 1.5337 | 0.1031 | 1.5337 | 1.2384 |
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- | No log | 8.4 | 294 | 1.3940 | 0.1126 | 1.3940 | 1.1807 |
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- | No log | 8.4571 | 296 | 1.3318 | 0.1316 | 1.3318 | 1.1540 |
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- | No log | 8.5143 | 298 | 1.3886 | 0.0442 | 1.3886 | 1.1784 |
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- | No log | 8.5714 | 300 | 1.4383 | 0.0444 | 1.4383 | 1.1993 |
202
- | No log | 8.6286 | 302 | 1.4938 | 0.0778 | 1.4938 | 1.2222 |
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- | No log | 8.6857 | 304 | 1.4975 | 0.0685 | 1.4975 | 1.2237 |
204
- | No log | 8.7429 | 306 | 1.5425 | 0.0678 | 1.5425 | 1.2420 |
205
- | No log | 8.8 | 308 | 1.5364 | 0.1131 | 1.5364 | 1.2395 |
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- | No log | 8.8571 | 310 | 1.5637 | 0.0228 | 1.5637 | 1.2505 |
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- | No log | 8.9143 | 312 | 1.6048 | 0.0732 | 1.6048 | 1.2668 |
208
- | No log | 8.9714 | 314 | 1.5924 | 0.0142 | 1.5924 | 1.2619 |
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- | No log | 9.0286 | 316 | 1.5325 | 0.0194 | 1.5325 | 1.2379 |
210
- | No log | 9.0857 | 318 | 1.4799 | 0.0194 | 1.4799 | 1.2165 |
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- | No log | 9.1429 | 320 | 1.4321 | 0.0500 | 1.4321 | 1.1967 |
212
- | No log | 9.2 | 322 | 1.4963 | 0.125 | 1.4963 | 1.2233 |
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- | No log | 9.2571 | 324 | 1.6358 | 0.1535 | 1.6358 | 1.2790 |
214
- | No log | 9.3143 | 326 | 1.7455 | 0.0275 | 1.7455 | 1.3212 |
215
- | No log | 9.3714 | 328 | 1.6410 | 0.1202 | 1.6410 | 1.2810 |
216
- | No log | 9.4286 | 330 | 1.3990 | 0.1005 | 1.3990 | 1.1828 |
217
- | No log | 9.4857 | 332 | 1.2421 | 0.1952 | 1.2421 | 1.1145 |
218
- | No log | 9.5429 | 334 | 1.2363 | 0.2108 | 1.2363 | 1.1119 |
219
- | No log | 9.6 | 336 | 1.3062 | 0.1180 | 1.3062 | 1.1429 |
220
- | No log | 9.6571 | 338 | 1.4178 | 0.0529 | 1.4178 | 1.1907 |
221
- | No log | 9.7143 | 340 | 1.4737 | 0.0500 | 1.4737 | 1.2139 |
222
- | No log | 9.7714 | 342 | 1.5080 | 0.1405 | 1.5080 | 1.2280 |
223
- | No log | 9.8286 | 344 | 1.6570 | 0.1340 | 1.6570 | 1.2873 |
224
- | No log | 9.8857 | 346 | 1.6868 | 0.1091 | 1.6868 | 1.2988 |
225
- | No log | 9.9429 | 348 | 1.5885 | 0.1461 | 1.5885 | 1.2604 |
226
- | No log | 10.0 | 350 | 1.4691 | 0.0596 | 1.4691 | 1.2120 |
227
- | No log | 10.0571 | 352 | 1.4092 | 0.0849 | 1.4092 | 1.1871 |
228
- | No log | 10.1143 | 354 | 1.3936 | 0.1048 | 1.3936 | 1.1805 |
229
- | No log | 10.1714 | 356 | 1.4878 | 0.1188 | 1.4878 | 1.2198 |
230
- | No log | 10.2286 | 358 | 1.5501 | 0.0778 | 1.5501 | 1.2450 |
231
- | No log | 10.2857 | 360 | 1.5653 | 0.1554 | 1.5653 | 1.2511 |
232
- | No log | 10.3429 | 362 | 1.5445 | 0.1943 | 1.5445 | 1.2428 |
233
- | No log | 10.4 | 364 | 1.5144 | 0.1850 | 1.5144 | 1.2306 |
234
- | No log | 10.4571 | 366 | 1.5110 | 0.0596 | 1.5110 | 1.2292 |
235
- | No log | 10.5143 | 368 | 1.5566 | 0.0731 | 1.5566 | 1.2476 |
236
- | No log | 10.5714 | 370 | 1.6060 | 0.0568 | 1.6060 | 1.2673 |
237
- | No log | 10.6286 | 372 | 1.5948 | 0.0500 | 1.5948 | 1.2629 |
238
- | No log | 10.6857 | 374 | 1.6155 | 0.1557 | 1.6155 | 1.2710 |
239
- | No log | 10.7429 | 376 | 1.7538 | -0.0229 | 1.7538 | 1.3243 |
240
- | No log | 10.8 | 378 | 1.7977 | -0.0363 | 1.7977 | 1.3408 |
241
- | No log | 10.8571 | 380 | 1.7204 | -0.0088 | 1.7204 | 1.3116 |
242
- | No log | 10.9143 | 382 | 1.6035 | 0.0405 | 1.6035 | 1.2663 |
243
- | No log | 10.9714 | 384 | 1.6275 | -0.0968 | 1.6275 | 1.2757 |
244
- | No log | 11.0286 | 386 | 1.6448 | -0.0891 | 1.6448 | 1.2825 |
245
- | No log | 11.0857 | 388 | 1.5851 | -0.0703 | 1.5851 | 1.2590 |
246
- | No log | 11.1429 | 390 | 1.5477 | 0.0405 | 1.5477 | 1.2441 |
247
- | No log | 11.2 | 392 | 1.6377 | 0.1098 | 1.6377 | 1.2797 |
248
- | No log | 11.2571 | 394 | 1.6304 | 0.0513 | 1.6304 | 1.2769 |
249
- | No log | 11.3143 | 396 | 1.5640 | 0.0500 | 1.5640 | 1.2506 |
250
- | No log | 11.3714 | 398 | 1.5058 | 0.0636 | 1.5058 | 1.2271 |
251
- | No log | 11.4286 | 400 | 1.4679 | 0.0983 | 1.4679 | 1.2116 |
252
- | No log | 11.4857 | 402 | 1.4358 | 0.0983 | 1.4358 | 1.1983 |
253
- | No log | 11.5429 | 404 | 1.4137 | 0.0930 | 1.4137 | 1.1890 |
254
- | No log | 11.6 | 406 | 1.4774 | 0.0695 | 1.4774 | 1.2155 |
255
- | No log | 11.6571 | 408 | 1.4859 | 0.0365 | 1.4859 | 1.2190 |
256
- | No log | 11.7143 | 410 | 1.4634 | 0.0365 | 1.4634 | 1.2097 |
257
- | No log | 11.7714 | 412 | 1.4962 | 0.0685 | 1.4962 | 1.2232 |
258
- | No log | 11.8286 | 414 | 1.4720 | 0.1094 | 1.4720 | 1.2133 |
259
- | No log | 11.8857 | 416 | 1.4232 | 0.125 | 1.4232 | 1.1930 |
260
- | No log | 11.9429 | 418 | 1.4117 | 0.1696 | 1.4117 | 1.1882 |
261
- | No log | 12.0 | 420 | 1.4415 | 0.0365 | 1.4415 | 1.2006 |
262
- | No log | 12.0571 | 422 | 1.5281 | 0.1011 | 1.5281 | 1.2362 |
263
- | No log | 12.1143 | 424 | 1.5341 | 0.1138 | 1.5341 | 1.2386 |
264
- | No log | 12.1714 | 426 | 1.5142 | 0.1005 | 1.5142 | 1.2305 |
265
- | No log | 12.2286 | 428 | 1.5248 | 0.1557 | 1.5248 | 1.2348 |
266
- | No log | 12.2857 | 430 | 1.5671 | 0.0827 | 1.5671 | 1.2518 |
267
- | No log | 12.3429 | 432 | 1.5903 | 0.0516 | 1.5903 | 1.2611 |
268
- | No log | 12.4 | 434 | 1.5745 | 0.0194 | 1.5745 | 1.2548 |
269
- | No log | 12.4571 | 436 | 1.5450 | 0.0500 | 1.5450 | 1.2430 |
270
- | No log | 12.5143 | 438 | 1.5462 | 0.0930 | 1.5462 | 1.2435 |
271
- | No log | 12.5714 | 440 | 1.5702 | 0.0920 | 1.5702 | 1.2531 |
272
- | No log | 12.6286 | 442 | 1.5859 | 0.0920 | 1.5859 | 1.2593 |
273
- | No log | 12.6857 | 444 | 1.6117 | 0.0436 | 1.6117 | 1.2695 |
274
- | No log | 12.7429 | 446 | 1.6181 | 0.0326 | 1.6181 | 1.2720 |
275
- | No log | 12.8 | 448 | 1.6392 | -0.0673 | 1.6392 | 1.2803 |
276
- | No log | 12.8571 | 450 | 1.6401 | -0.1261 | 1.6401 | 1.2806 |
277
- | No log | 12.9143 | 452 | 1.5921 | 0.0052 | 1.5921 | 1.2618 |
278
- | No log | 12.9714 | 454 | 1.5471 | 0.1159 | 1.5471 | 1.2438 |
279
- | No log | 13.0286 | 456 | 1.4712 | 0.1692 | 1.4712 | 1.2129 |
280
- | No log | 13.0857 | 458 | 1.4417 | 0.1536 | 1.4417 | 1.2007 |
281
- | No log | 13.1429 | 460 | 1.4443 | 0.1692 | 1.4443 | 1.2018 |
282
- | No log | 13.2 | 462 | 1.4728 | 0.1159 | 1.4728 | 1.2136 |
283
- | No log | 13.2571 | 464 | 1.4417 | 0.1159 | 1.4417 | 1.2007 |
284
- | No log | 13.3143 | 466 | 1.3904 | 0.1281 | 1.3904 | 1.1792 |
285
- | No log | 13.3714 | 468 | 1.3968 | 0.1159 | 1.3968 | 1.1819 |
286
- | No log | 13.4286 | 470 | 1.4331 | 0.1159 | 1.4331 | 1.1971 |
287
- | No log | 13.4857 | 472 | 1.4640 | 0.1404 | 1.4640 | 1.2099 |
288
- | No log | 13.5429 | 474 | 1.4063 | 0.1005 | 1.4063 | 1.1859 |
289
- | No log | 13.6 | 476 | 1.3555 | 0.1379 | 1.3555 | 1.1643 |
290
- | No log | 13.6571 | 478 | 1.3709 | 0.1015 | 1.3709 | 1.1709 |
291
- | No log | 13.7143 | 480 | 1.4036 | 0.1015 | 1.4036 | 1.1847 |
292
- | No log | 13.7714 | 482 | 1.4534 | 0.0835 | 1.4534 | 1.2056 |
293
- | No log | 13.8286 | 484 | 1.5186 | 0.0822 | 1.5186 | 1.2323 |
294
- | No log | 13.8857 | 486 | 1.5103 | 0.0914 | 1.5103 | 1.2289 |
295
- | No log | 13.9429 | 488 | 1.4268 | 0.1000 | 1.4268 | 1.1945 |
296
- | No log | 14.0 | 490 | 1.3686 | 0.1599 | 1.3686 | 1.1699 |
297
- | No log | 14.0571 | 492 | 1.3742 | 0.1344 | 1.3742 | 1.1723 |
298
- | No log | 14.1143 | 494 | 1.3966 | 0.1344 | 1.3966 | 1.1818 |
299
- | No log | 14.1714 | 496 | 1.4439 | 0.1463 | 1.4439 | 1.2016 |
300
- | No log | 14.2286 | 498 | 1.5552 | 0.1282 | 1.5552 | 1.2471 |
301
- | 0.3523 | 14.2857 | 500 | 1.6142 | 0.1282 | 1.6142 | 1.2705 |
302
- | 0.3523 | 14.3429 | 502 | 1.5776 | 0.1282 | 1.5776 | 1.2560 |
303
- | 0.3523 | 14.4 | 504 | 1.4679 | 0.1557 | 1.4679 | 1.2116 |
304
- | 0.3523 | 14.4571 | 506 | 1.3817 | 0.1696 | 1.3817 | 1.1755 |
305
- | 0.3523 | 14.5143 | 508 | 1.3387 | 0.0584 | 1.3387 | 1.1570 |
306
- | 0.3523 | 14.5714 | 510 | 1.3296 | 0.0751 | 1.3296 | 1.1531 |
307
- | 0.3523 | 14.6286 | 512 | 1.3550 | 0.2000 | 1.3550 | 1.1640 |
308
- | 0.3523 | 14.6857 | 514 | 1.4385 | 0.1404 | 1.4385 | 1.1994 |
309
- | 0.3523 | 14.7429 | 516 | 1.5429 | 0.1461 | 1.5429 | 1.2421 |
310
- | 0.3523 | 14.8 | 518 | 1.6143 | 0.1283 | 1.6143 | 1.2706 |
311
- | 0.3523 | 14.8571 | 520 | 1.5556 | 0.1371 | 1.5556 | 1.2472 |
312
- | 0.3523 | 14.9143 | 522 | 1.4682 | 0.1156 | 1.4682 | 1.2117 |
313
- | 0.3523 | 14.9714 | 524 | 1.4413 | 0.0885 | 1.4413 | 1.2005 |
314
- | 0.3523 | 15.0286 | 526 | 1.4194 | 0.0885 | 1.4194 | 1.1914 |
315
- | 0.3523 | 15.0857 | 528 | 1.4172 | 0.0653 | 1.4172 | 1.1905 |
316
- | 0.3523 | 15.1429 | 530 | 1.4721 | 0.1557 | 1.4721 | 1.2133 |
317
- | 0.3523 | 15.2 | 532 | 1.5343 | 0.1462 | 1.5343 | 1.2387 |
318
- | 0.3523 | 15.2571 | 534 | 1.5083 | 0.1159 | 1.5083 | 1.2281 |
319
- | 0.3523 | 15.3143 | 536 | 1.4827 | 0.1557 | 1.4827 | 1.2177 |
320
- | 0.3523 | 15.3714 | 538 | 1.4375 | 0.0584 | 1.4375 | 1.1989 |
321
- | 0.3523 | 15.4286 | 540 | 1.4290 | 0.0948 | 1.4290 | 1.1954 |
322
- | 0.3523 | 15.4857 | 542 | 1.4095 | 0.0584 | 1.4095 | 1.1872 |
323
- | 0.3523 | 15.5429 | 544 | 1.4274 | 0.1281 | 1.4274 | 1.1948 |
324
- | 0.3523 | 15.6 | 546 | 1.4450 | 0.0948 | 1.4450 | 1.2021 |
325
 
326
 
327
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k8_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k8_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.2349
19
+ - Qwk: 0.1405
20
+ - Mse: 1.2349
21
+ - Rmse: 1.1112
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0488 | 2 | 4.7260 | -0.0132 | 4.7260 | 2.1739 |
53
+ | No log | 0.0976 | 4 | 2.9760 | 0.0139 | 2.9760 | 1.7251 |
54
+ | No log | 0.1463 | 6 | 2.1366 | -0.0494 | 2.1366 | 1.4617 |
55
+ | No log | 0.1951 | 8 | 2.3163 | -0.0732 | 2.3163 | 1.5219 |
56
+ | No log | 0.2439 | 10 | 1.7175 | 0.0062 | 1.7175 | 1.3105 |
57
+ | No log | 0.2927 | 12 | 1.4356 | 0.0165 | 1.4356 | 1.1982 |
58
+ | No log | 0.3415 | 14 | 1.2753 | 0.1448 | 1.2753 | 1.1293 |
59
+ | No log | 0.3902 | 16 | 1.2093 | 0.1870 | 1.2093 | 1.0997 |
60
+ | No log | 0.4390 | 18 | 1.2377 | 0.0319 | 1.2377 | 1.1125 |
61
+ | No log | 0.4878 | 20 | 1.2476 | 0.0473 | 1.2476 | 1.1169 |
62
+ | No log | 0.5366 | 22 | 1.1969 | 0.2485 | 1.1969 | 1.0940 |
63
+ | No log | 0.5854 | 24 | 1.1544 | 0.2351 | 1.1544 | 1.0744 |
64
+ | No log | 0.6341 | 26 | 1.2396 | 0.0253 | 1.2396 | 1.1134 |
65
+ | No log | 0.6829 | 28 | 1.2758 | 0.0427 | 1.2758 | 1.1295 |
66
+ | No log | 0.7317 | 30 | 1.2466 | 0.0454 | 1.2466 | 1.1165 |
67
+ | No log | 0.7805 | 32 | 1.2005 | 0.0802 | 1.2005 | 1.0957 |
68
+ | No log | 0.8293 | 34 | 1.1989 | 0.2520 | 1.1989 | 1.0950 |
69
+ | No log | 0.8780 | 36 | 1.2119 | 0.2212 | 1.2119 | 1.1009 |
70
+ | No log | 0.9268 | 38 | 1.2897 | 0.0984 | 1.2897 | 1.1356 |
71
+ | No log | 0.9756 | 40 | 1.3275 | 0.0984 | 1.3275 | 1.1522 |
72
+ | No log | 1.0244 | 42 | 1.4181 | 0.0955 | 1.4181 | 1.1909 |
73
+ | No log | 1.0732 | 44 | 1.4578 | 0.1106 | 1.4578 | 1.2074 |
74
+ | No log | 1.1220 | 46 | 1.3121 | 0.1076 | 1.3121 | 1.1455 |
75
+ | No log | 1.1707 | 48 | 1.1978 | 0.2402 | 1.1978 | 1.0944 |
76
+ | No log | 1.2195 | 50 | 1.2038 | 0.2273 | 1.2038 | 1.0972 |
77
+ | No log | 1.2683 | 52 | 1.1758 | 0.2647 | 1.1758 | 1.0844 |
78
+ | No log | 1.3171 | 54 | 1.2758 | 0.1527 | 1.2758 | 1.1295 |
79
+ | No log | 1.3659 | 56 | 1.2837 | 0.1470 | 1.2837 | 1.1330 |
80
+ | No log | 1.4146 | 58 | 1.1901 | 0.1849 | 1.1901 | 1.0909 |
81
+ | No log | 1.4634 | 60 | 1.3481 | 0.0923 | 1.3481 | 1.1611 |
82
+ | No log | 1.5122 | 62 | 1.3832 | 0.1500 | 1.3832 | 1.1761 |
83
+ | No log | 1.5610 | 64 | 1.2132 | 0.2288 | 1.2132 | 1.1014 |
84
+ | No log | 1.6098 | 66 | 1.0362 | 0.3142 | 1.0362 | 1.0179 |
85
+ | No log | 1.6585 | 68 | 1.0104 | 0.4075 | 1.0104 | 1.0052 |
86
+ | No log | 1.7073 | 70 | 1.0302 | 0.4093 | 1.0302 | 1.0150 |
87
+ | No log | 1.7561 | 72 | 1.0391 | 0.3135 | 1.0391 | 1.0194 |
88
+ | No log | 1.8049 | 74 | 0.9654 | 0.3629 | 0.9654 | 0.9826 |
89
+ | No log | 1.8537 | 76 | 1.1487 | 0.2471 | 1.1487 | 1.0718 |
90
+ | No log | 1.9024 | 78 | 1.3465 | 0.3087 | 1.3465 | 1.1604 |
91
+ | No log | 1.9512 | 80 | 1.2670 | 0.2371 | 1.2670 | 1.1256 |
92
+ | No log | 2.0 | 82 | 1.0964 | 0.3141 | 1.0964 | 1.0471 |
93
+ | No log | 2.0488 | 84 | 1.0260 | 0.3565 | 1.0260 | 1.0129 |
94
+ | No log | 2.0976 | 86 | 1.0282 | 0.2920 | 1.0282 | 1.0140 |
95
+ | No log | 2.1463 | 88 | 1.0721 | 0.3091 | 1.0721 | 1.0354 |
96
+ | No log | 2.1951 | 90 | 1.3851 | 0.2895 | 1.3851 | 1.1769 |
97
+ | No log | 2.2439 | 92 | 1.6024 | 0.3008 | 1.6024 | 1.2659 |
98
+ | No log | 2.2927 | 94 | 1.5595 | 0.2667 | 1.5595 | 1.2488 |
99
+ | No log | 2.3415 | 96 | 1.2557 | 0.3325 | 1.2557 | 1.1206 |
100
+ | No log | 2.3902 | 98 | 1.1865 | 0.2757 | 1.1865 | 1.0892 |
101
+ | No log | 2.4390 | 100 | 1.1437 | 0.2726 | 1.1437 | 1.0695 |
102
+ | No log | 2.4878 | 102 | 1.1304 | 0.2755 | 1.1304 | 1.0632 |
103
+ | No log | 2.5366 | 104 | 1.1928 | 0.3606 | 1.1928 | 1.0922 |
104
+ | No log | 2.5854 | 106 | 1.4583 | 0.2727 | 1.4583 | 1.2076 |
105
+ | No log | 2.6341 | 108 | 1.5608 | 0.2363 | 1.5608 | 1.2493 |
106
+ | No log | 2.6829 | 110 | 1.3470 | 0.2914 | 1.3470 | 1.1606 |
107
+ | No log | 2.7317 | 112 | 1.1445 | 0.2409 | 1.1445 | 1.0698 |
108
+ | No log | 2.7805 | 114 | 1.3015 | 0.3121 | 1.3015 | 1.1409 |
109
+ | No log | 2.8293 | 116 | 1.4643 | 0.2941 | 1.4643 | 1.2101 |
110
+ | No log | 2.8780 | 118 | 1.2746 | 0.2075 | 1.2746 | 1.1290 |
111
+ | No log | 2.9268 | 120 | 1.1830 | 0.2175 | 1.1830 | 1.0877 |
112
+ | No log | 2.9756 | 122 | 1.3387 | 0.2542 | 1.3387 | 1.1570 |
113
+ | No log | 3.0244 | 124 | 1.3349 | 0.2844 | 1.3349 | 1.1554 |
114
+ | No log | 3.0732 | 126 | 1.2164 | 0.2574 | 1.2164 | 1.1029 |
115
+ | No log | 3.1220 | 128 | 1.1630 | 0.2070 | 1.1630 | 1.0784 |
116
+ | No log | 3.1707 | 130 | 1.1536 | 0.2820 | 1.1536 | 1.0741 |
117
+ | No log | 3.2195 | 132 | 1.1444 | 0.2869 | 1.1444 | 1.0698 |
118
+ | No log | 3.2683 | 134 | 1.2724 | 0.3745 | 1.2724 | 1.1280 |
119
+ | No log | 3.3171 | 136 | 1.3481 | 0.3559 | 1.3481 | 1.1611 |
120
+ | No log | 3.3659 | 138 | 1.1883 | 0.4133 | 1.1883 | 1.0901 |
121
+ | No log | 3.4146 | 140 | 1.0984 | 0.2986 | 1.0984 | 1.0480 |
122
+ | No log | 3.4634 | 142 | 1.1706 | 0.3008 | 1.1706 | 1.0819 |
123
+ | No log | 3.5122 | 144 | 1.0403 | 0.3210 | 1.0403 | 1.0200 |
124
+ | No log | 3.5610 | 146 | 1.1205 | 0.3465 | 1.1205 | 1.0585 |
125
+ | No log | 3.6098 | 148 | 1.4058 | 0.3414 | 1.4058 | 1.1856 |
126
+ | No log | 3.6585 | 150 | 1.5313 | 0.2682 | 1.5313 | 1.2374 |
127
+ | No log | 3.7073 | 152 | 1.4272 | 0.1801 | 1.4272 | 1.1947 |
128
+ | No log | 3.7561 | 154 | 1.2370 | 0.2322 | 1.2370 | 1.1122 |
129
+ | No log | 3.8049 | 156 | 1.0804 | 0.2813 | 1.0804 | 1.0394 |
130
+ | No log | 3.8537 | 158 | 1.0563 | 0.2793 | 1.0563 | 1.0278 |
131
+ | No log | 3.9024 | 160 | 1.1245 | 0.2686 | 1.1245 | 1.0604 |
132
+ | No log | 3.9512 | 162 | 1.3296 | 0.1986 | 1.3296 | 1.1531 |
133
+ | No log | 4.0 | 164 | 1.5453 | 0.2468 | 1.5453 | 1.2431 |
134
+ | No log | 4.0488 | 166 | 1.4862 | 0.2115 | 1.4862 | 1.2191 |
135
+ | No log | 4.0976 | 168 | 1.2839 | 0.1611 | 1.2839 | 1.1331 |
136
+ | No log | 4.1463 | 170 | 1.2249 | 0.1764 | 1.2249 | 1.1068 |
137
+ | No log | 4.1951 | 172 | 1.1569 | 0.2260 | 1.1569 | 1.0756 |
138
+ | No log | 4.2439 | 174 | 1.1439 | 0.1943 | 1.1439 | 1.0695 |
139
+ | No log | 4.2927 | 176 | 1.1687 | 0.2404 | 1.1687 | 1.0810 |
140
+ | No log | 4.3415 | 178 | 1.2380 | 0.2458 | 1.2380 | 1.1126 |
141
+ | No log | 4.3902 | 180 | 1.4933 | 0.3478 | 1.4933 | 1.2220 |
142
+ | No log | 4.4390 | 182 | 1.5649 | 0.2751 | 1.5649 | 1.2510 |
143
+ | No log | 4.4878 | 184 | 1.4176 | 0.1681 | 1.4176 | 1.1906 |
144
+ | No log | 4.5366 | 186 | 1.2109 | 0.2045 | 1.2109 | 1.1004 |
145
+ | No log | 4.5854 | 188 | 1.1714 | 0.2034 | 1.1714 | 1.0823 |
146
+ | No log | 4.6341 | 190 | 1.1917 | 0.1989 | 1.1917 | 1.0916 |
147
+ | No log | 4.6829 | 192 | 1.2942 | 0.1028 | 1.2942 | 1.1376 |
148
+ | No log | 4.7317 | 194 | 1.6475 | 0.2812 | 1.6475 | 1.2836 |
149
+ | No log | 4.7805 | 196 | 1.8161 | 0.1756 | 1.8161 | 1.3476 |
150
+ | No log | 4.8293 | 198 | 1.6976 | 0.2622 | 1.6976 | 1.3029 |
151
+ | No log | 4.8780 | 200 | 1.5287 | 0.2846 | 1.5287 | 1.2364 |
152
+ | No log | 4.9268 | 202 | 1.2952 | 0.2349 | 1.2952 | 1.1381 |
153
+ | No log | 4.9756 | 204 | 1.1789 | 0.2206 | 1.1789 | 1.0858 |
154
+ | No log | 5.0244 | 206 | 1.1596 | 0.1920 | 1.1596 | 1.0768 |
155
+ | No log | 5.0732 | 208 | 1.2240 | 0.2417 | 1.2240 | 1.1064 |
156
+ | No log | 5.1220 | 210 | 1.3916 | 0.2481 | 1.3916 | 1.1796 |
157
+ | No log | 5.1707 | 212 | 1.5126 | 0.2932 | 1.5126 | 1.2299 |
158
+ | No log | 5.2195 | 214 | 1.4481 | 0.2047 | 1.4481 | 1.2034 |
159
+ | No log | 5.2683 | 216 | 1.2888 | 0.2443 | 1.2888 | 1.1353 |
160
+ | No log | 5.3171 | 218 | 1.1869 | 0.2404 | 1.1869 | 1.0895 |
161
+ | No log | 5.3659 | 220 | 1.1583 | 0.2729 | 1.1583 | 1.0762 |
162
+ | No log | 5.4146 | 222 | 1.1995 | 0.2309 | 1.1995 | 1.0952 |
163
+ | No log | 5.4634 | 224 | 1.2821 | 0.2028 | 1.2821 | 1.1323 |
164
+ | No log | 5.5122 | 226 | 1.2688 | 0.1943 | 1.2688 | 1.1264 |
165
+ | No log | 5.5610 | 228 | 1.1623 | 0.2184 | 1.1623 | 1.0781 |
166
+ | No log | 5.6098 | 230 | 1.0334 | 0.3826 | 1.0334 | 1.0166 |
167
+ | No log | 5.6585 | 232 | 0.9864 | 0.4026 | 0.9864 | 0.9932 |
168
+ | No log | 5.7073 | 234 | 0.9662 | 0.4026 | 0.9662 | 0.9830 |
169
+ | No log | 5.7561 | 236 | 1.0191 | 0.4016 | 1.0191 | 1.0095 |
170
+ | No log | 5.8049 | 238 | 1.2440 | 0.3398 | 1.2440 | 1.1153 |
171
+ | No log | 5.8537 | 240 | 1.4667 | 0.2947 | 1.4667 | 1.2111 |
172
+ | No log | 5.9024 | 242 | 1.4929 | 0.2701 | 1.4929 | 1.2218 |
173
+ | No log | 5.9512 | 244 | 1.3624 | 0.2212 | 1.3624 | 1.1672 |
174
+ | No log | 6.0 | 246 | 1.1957 | 0.1912 | 1.1957 | 1.0935 |
175
+ | No log | 6.0488 | 248 | 1.1312 | 0.1727 | 1.1312 | 1.0636 |
176
+ | No log | 6.0976 | 250 | 1.1127 | 0.2563 | 1.1127 | 1.0549 |
177
+ | No log | 6.1463 | 252 | 1.1426 | 0.2270 | 1.1426 | 1.0689 |
178
+ | No log | 6.1951 | 254 | 1.2022 | 0.1949 | 1.2022 | 1.0965 |
179
+ | No log | 6.2439 | 256 | 1.2702 | 0.2191 | 1.2702 | 1.1270 |
180
+ | No log | 6.2927 | 258 | 1.1962 | 0.2126 | 1.1962 | 1.0937 |
181
+ | No log | 6.3415 | 260 | 1.1926 | 0.1678 | 1.1926 | 1.0921 |
182
+ | No log | 6.3902 | 262 | 1.2450 | 0.1943 | 1.2450 | 1.1158 |
183
+ | No log | 6.4390 | 264 | 1.2059 | 0.2367 | 1.2059 | 1.0981 |
184
+ | No log | 6.4878 | 266 | 1.1266 | 0.2121 | 1.1266 | 1.0614 |
185
+ | No log | 6.5366 | 268 | 1.0940 | 0.1732 | 1.0940 | 1.0460 |
186
+ | No log | 6.5854 | 270 | 1.1016 | 0.1786 | 1.1016 | 1.0496 |
187
+ | No log | 6.6341 | 272 | 1.1435 | 0.1662 | 1.1435 | 1.0694 |
188
+ | No log | 6.6829 | 274 | 1.1669 | 0.1562 | 1.1669 | 1.0802 |
189
+ | No log | 6.7317 | 276 | 1.1623 | 0.1968 | 1.1623 | 1.0781 |
190
+ | No log | 6.7805 | 278 | 1.1976 | 0.2006 | 1.1976 | 1.0944 |
191
+ | No log | 6.8293 | 280 | 1.2045 | 0.2006 | 1.2045 | 1.0975 |
192
+ | No log | 6.8780 | 282 | 1.1936 | 0.1814 | 1.1936 | 1.0925 |
193
+ | No log | 6.9268 | 284 | 1.1999 | 0.2009 | 1.1999 | 1.0954 |
194
+ | No log | 6.9756 | 286 | 1.2139 | 0.2108 | 1.2139 | 1.1018 |
195
+ | No log | 7.0244 | 288 | 1.2345 | 0.1801 | 1.2345 | 1.1111 |
196
+ | No log | 7.0732 | 290 | 1.2616 | 0.1641 | 1.2616 | 1.1232 |
197
+ | No log | 7.1220 | 292 | 1.1880 | 0.1801 | 1.1880 | 1.0899 |
198
+ | No log | 7.1707 | 294 | 1.1143 | 0.1528 | 1.1143 | 1.0556 |
199
+ | No log | 7.2195 | 296 | 1.0826 | 0.2455 | 1.0826 | 1.0405 |
200
+ | No log | 7.2683 | 298 | 1.0880 | 0.2492 | 1.0880 | 1.0431 |
201
+ | No log | 7.3171 | 300 | 1.1314 | 0.1406 | 1.1314 | 1.0637 |
202
+ | No log | 7.3659 | 302 | 1.2529 | 0.2195 | 1.2529 | 1.1193 |
203
+ | No log | 7.4146 | 304 | 1.2776 | 0.2330 | 1.2776 | 1.1303 |
204
+ | No log | 7.4634 | 306 | 1.2017 | 0.1801 | 1.2017 | 1.0962 |
205
+ | No log | 7.5122 | 308 | 1.1266 | 0.1820 | 1.1266 | 1.0614 |
206
+ | No log | 7.5610 | 310 | 1.0956 | 0.2145 | 1.0956 | 1.0467 |
207
+ | No log | 7.6098 | 312 | 1.0887 | 0.2694 | 1.0887 | 1.0434 |
208
+ | No log | 7.6585 | 314 | 1.0949 | 0.3042 | 1.0949 | 1.0464 |
209
+ | No log | 7.7073 | 316 | 1.1918 | 0.2288 | 1.1918 | 1.0917 |
210
+ | No log | 7.7561 | 318 | 1.3155 | 0.2028 | 1.3155 | 1.1469 |
211
+ | No log | 7.8049 | 320 | 1.4040 | 0.2983 | 1.4040 | 1.1849 |
212
+ | No log | 7.8537 | 322 | 1.3203 | 0.2250 | 1.3203 | 1.1490 |
213
+ | No log | 7.9024 | 324 | 1.1876 | 0.2195 | 1.1876 | 1.0897 |
214
+ | No log | 7.9512 | 326 | 1.1053 | 0.2857 | 1.1053 | 1.0513 |
215
+ | No log | 8.0 | 328 | 1.0895 | 0.2704 | 1.0895 | 1.0438 |
216
+ | No log | 8.0488 | 330 | 1.0893 | 0.2086 | 1.0893 | 1.0437 |
217
+ | No log | 8.0976 | 332 | 1.1158 | 0.1605 | 1.1158 | 1.0563 |
218
+ | No log | 8.1463 | 334 | 1.1788 | 0.1114 | 1.1788 | 1.0857 |
219
+ | No log | 8.1951 | 336 | 1.2099 | 0.1641 | 1.2099 | 1.1000 |
220
+ | No log | 8.2439 | 338 | 1.2408 | 0.1952 | 1.2408 | 1.1139 |
221
+ | No log | 8.2927 | 340 | 1.1753 | 0.1442 | 1.1753 | 1.0841 |
222
+ | No log | 8.3415 | 342 | 1.0802 | 0.2033 | 1.0802 | 1.0393 |
223
+ | No log | 8.3902 | 344 | 1.0751 | 0.2327 | 1.0751 | 1.0369 |
224
+ | No log | 8.4390 | 346 | 1.1030 | 0.1820 | 1.1030 | 1.0502 |
225
+ | No log | 8.4878 | 348 | 1.1300 | 0.1344 | 1.1300 | 1.0630 |
226
+ | No log | 8.5366 | 350 | 1.1541 | 0.1442 | 1.1541 | 1.0743 |
227
+ | No log | 8.5854 | 352 | 1.1266 | 0.1015 | 1.1266 | 1.0614 |
228
+ | No log | 8.6341 | 354 | 1.1324 | 0.1504 | 1.1324 | 1.0641 |
229
+ | No log | 8.6829 | 356 | 1.1113 | 0.2188 | 1.1113 | 1.0542 |
230
+ | No log | 8.7317 | 358 | 1.0998 | 0.2255 | 1.0998 | 1.0487 |
231
+ | No log | 8.7805 | 360 | 1.0825 | 0.2562 | 1.0825 | 1.0404 |
232
+ | No log | 8.8293 | 362 | 1.0679 | 0.2662 | 1.0679 | 1.0334 |
233
+ | No log | 8.8780 | 364 | 1.0431 | 0.2662 | 1.0431 | 1.0213 |
234
+ | No log | 8.9268 | 366 | 1.0294 | 0.2440 | 1.0294 | 1.0146 |
235
+ | No log | 8.9756 | 368 | 1.1333 | 0.2904 | 1.1333 | 1.0646 |
236
+ | No log | 9.0244 | 370 | 1.3646 | 0.2925 | 1.3646 | 1.1681 |
237
+ | No log | 9.0732 | 372 | 1.3898 | 0.2726 | 1.3898 | 1.1789 |
238
+ | No log | 9.1220 | 374 | 1.3013 | 0.2074 | 1.3013 | 1.1407 |
239
+ | No log | 9.1707 | 376 | 1.2876 | 0.1892 | 1.2876 | 1.1347 |
240
+ | No log | 9.2195 | 378 | 1.1756 | 0.2363 | 1.1756 | 1.0842 |
241
+ | No log | 9.2683 | 380 | 1.1651 | 0.2417 | 1.1651 | 1.0794 |
242
+ | No log | 9.3171 | 382 | 1.1344 | 0.2557 | 1.1344 | 1.0651 |
243
+ | No log | 9.3659 | 384 | 1.0806 | 0.2947 | 1.0806 | 1.0395 |
244
+ | No log | 9.4146 | 386 | 1.1050 | 0.2557 | 1.1050 | 1.0512 |
245
+ | No log | 9.4634 | 388 | 1.2508 | 0.2283 | 1.2508 | 1.1184 |
246
+ | No log | 9.5122 | 390 | 1.4976 | 0.3006 | 1.4976 | 1.2237 |
247
+ | No log | 9.5610 | 392 | 1.6210 | 0.2527 | 1.6210 | 1.2732 |
248
+ | No log | 9.6098 | 394 | 1.5472 | 0.3006 | 1.5472 | 1.2439 |
249
+ | No log | 9.6585 | 396 | 1.3755 | 0.1807 | 1.3755 | 1.1728 |
250
+ | No log | 9.7073 | 398 | 1.2213 | 0.2195 | 1.2213 | 1.1051 |
251
+ | No log | 9.7561 | 400 | 1.1268 | 0.2557 | 1.1268 | 1.0615 |
252
+ | No log | 9.8049 | 402 | 1.1248 | 0.2591 | 1.1248 | 1.0605 |
253
+ | No log | 9.8537 | 404 | 1.1874 | 0.2623 | 1.1874 | 1.0897 |
254
+ | No log | 9.9024 | 406 | 1.3450 | 0.1935 | 1.3450 | 1.1598 |
255
+ | No log | 9.9512 | 408 | 1.4776 | 0.2359 | 1.4776 | 1.2155 |
256
+ | No log | 10.0 | 410 | 1.5128 | 0.2359 | 1.5128 | 1.2299 |
257
+ | No log | 10.0488 | 412 | 1.4984 | 0.2608 | 1.4984 | 1.2241 |
258
+ | No log | 10.0976 | 414 | 1.3365 | 0.2181 | 1.3365 | 1.1561 |
259
+ | No log | 10.1463 | 416 | 1.1486 | 0.2594 | 1.1486 | 1.0718 |
260
+ | No log | 10.1951 | 418 | 1.0875 | 0.2877 | 1.0875 | 1.0429 |
261
+ | No log | 10.2439 | 420 | 1.1010 | 0.2461 | 1.1010 | 1.0493 |
262
+ | No log | 10.2927 | 422 | 1.1592 | 0.2604 | 1.1592 | 1.0767 |
263
+ | No log | 10.3415 | 424 | 1.2544 | 0.1535 | 1.2544 | 1.1200 |
264
+ | No log | 10.3902 | 426 | 1.2672 | 0.1807 | 1.2672 | 1.1257 |
265
+ | No log | 10.4390 | 428 | 1.2576 | 0.1252 | 1.2576 | 1.1214 |
266
+ | No log | 10.4878 | 430 | 1.1940 | 0.1951 | 1.1940 | 1.0927 |
267
+ | No log | 10.5366 | 432 | 1.1724 | 0.1997 | 1.1724 | 1.0828 |
268
+ | No log | 10.5854 | 434 | 1.1306 | 0.2409 | 1.1306 | 1.0633 |
269
+ | No log | 10.6341 | 436 | 1.1177 | 0.2409 | 1.1177 | 1.0572 |
270
+ | No log | 10.6829 | 438 | 1.1406 | 0.2060 | 1.1406 | 1.0680 |
271
+ | No log | 10.7317 | 440 | 1.1841 | 0.1951 | 1.1841 | 1.0882 |
272
+ | No log | 10.7805 | 442 | 1.2762 | 0.1224 | 1.2762 | 1.1297 |
273
+ | No log | 10.8293 | 444 | 1.3178 | 0.1599 | 1.3178 | 1.1480 |
274
+ | No log | 10.8780 | 446 | 1.2069 | 0.1450 | 1.2069 | 1.0986 |
275
+ | No log | 10.9268 | 448 | 1.0649 | 0.2591 | 1.0649 | 1.0319 |
276
+ | No log | 10.9756 | 450 | 1.0095 | 0.3282 | 1.0095 | 1.0047 |
277
+ | No log | 11.0244 | 452 | 1.0000 | 0.3948 | 1.0000 | 1.0000 |
278
+ | No log | 11.0732 | 454 | 1.0092 | 0.3282 | 1.0092 | 1.0046 |
279
+ | No log | 11.1220 | 456 | 1.0318 | 0.3282 | 1.0318 | 1.0158 |
280
+ | No log | 11.1707 | 458 | 1.1333 | 0.1912 | 1.1333 | 1.0646 |
281
+ | No log | 11.2195 | 460 | 1.2488 | 0.1905 | 1.2488 | 1.1175 |
282
+ | No log | 11.2683 | 462 | 1.2694 | 0.1905 | 1.2694 | 1.1267 |
283
+ | No log | 11.3171 | 464 | 1.1829 | 0.1658 | 1.1829 | 1.0876 |
284
+ | No log | 11.3659 | 466 | 1.0914 | 0.1564 | 1.0914 | 1.0447 |
285
+ | No log | 11.4146 | 468 | 1.0529 | 0.2528 | 1.0529 | 1.0261 |
286
+ | No log | 11.4634 | 470 | 1.0596 | 0.2327 | 1.0596 | 1.0294 |
287
+ | No log | 11.5122 | 472 | 1.0959 | 0.1717 | 1.0959 | 1.0468 |
288
+ | No log | 11.5610 | 474 | 1.1149 | 0.1562 | 1.1149 | 1.0559 |
289
+ | No log | 11.6098 | 476 | 1.1954 | 0.2381 | 1.1954 | 1.0934 |
290
+ | No log | 11.6585 | 478 | 1.2438 | 0.2475 | 1.2438 | 1.1153 |
291
+ | No log | 11.7073 | 480 | 1.2389 | 0.2195 | 1.2389 | 1.1130 |
292
+ | No log | 11.7561 | 482 | 1.1443 | 0.1755 | 1.1443 | 1.0697 |
293
+ | No log | 11.8049 | 484 | 1.0558 | 0.1081 | 1.0558 | 1.0275 |
294
+ | No log | 11.8537 | 486 | 1.0127 | 0.2813 | 1.0127 | 1.0063 |
295
+ | No log | 11.9024 | 488 | 1.0141 | 0.2658 | 1.0141 | 1.0070 |
296
+ | No log | 11.9512 | 490 | 1.0568 | 0.2317 | 1.0568 | 1.0280 |
297
+ | No log | 12.0 | 492 | 1.1306 | 0.2152 | 1.1306 | 1.0633 |
298
+ | No log | 12.0488 | 494 | 1.1994 | 0.2195 | 1.1994 | 1.0952 |
299
+ | No log | 12.0976 | 496 | 1.1924 | 0.2236 | 1.1924 | 1.0920 |
300
+ | No log | 12.1463 | 498 | 1.1536 | 0.2143 | 1.1536 | 1.0740 |
301
+ | 0.326 | 12.1951 | 500 | 1.0831 | 0.2164 | 1.0831 | 1.0407 |
302
+ | 0.326 | 12.2439 | 502 | 1.0300 | 0.2921 | 1.0300 | 1.0149 |
303
+ | 0.326 | 12.2927 | 504 | 1.0274 | 0.3237 | 1.0274 | 1.0136 |
304
+ | 0.326 | 12.3415 | 506 | 1.0693 | 0.2065 | 1.0693 | 1.0341 |
305
+ | 0.326 | 12.3902 | 508 | 1.1539 | 0.1755 | 1.1539 | 1.0742 |
306
+ | 0.326 | 12.4390 | 510 | 1.2270 | 0.1951 | 1.2270 | 1.1077 |
307
+ | 0.326 | 12.4878 | 512 | 1.2611 | 0.1951 | 1.2611 | 1.1230 |
308
+ | 0.326 | 12.5366 | 514 | 1.2349 | 0.1405 | 1.2349 | 1.1112 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions