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ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k11_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k10_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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- # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k10_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6844
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- - Qwk: 0.4299
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- - Mse: 0.6844
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- - Rmse: 0.8273
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  ## Model description
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@@ -47,269 +47,322 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0377 | 2 | 4.2204 | -0.0141 | 4.2204 | 2.0544 |
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- | No log | 0.0755 | 4 | 2.3438 | 0.0747 | 2.3438 | 1.5309 |
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- | No log | 0.1132 | 6 | 1.9534 | -0.0359 | 1.9534 | 1.3976 |
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- | No log | 0.1509 | 8 | 1.5515 | 0.0061 | 1.5515 | 1.2456 |
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- | No log | 0.1887 | 10 | 1.5735 | -0.0321 | 1.5735 | 1.2544 |
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- | No log | 0.2264 | 12 | 1.8069 | -0.1025 | 1.8069 | 1.3442 |
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- | No log | 0.2642 | 14 | 1.7228 | -0.0776 | 1.7228 | 1.3126 |
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- | No log | 0.3019 | 16 | 1.1867 | 0.0339 | 1.1867 | 1.0894 |
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- | No log | 0.3396 | 18 | 1.0190 | 0.0296 | 1.0190 | 1.0094 |
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- | No log | 0.3774 | 20 | 1.0160 | 0.0408 | 1.0160 | 1.0080 |
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- | No log | 0.4151 | 22 | 0.9917 | 0.1170 | 0.9917 | 0.9959 |
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- | No log | 0.4528 | 24 | 0.7645 | 0.3283 | 0.7645 | 0.8743 |
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- | No log | 0.4906 | 26 | 0.7364 | 0.2818 | 0.7364 | 0.8581 |
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- | No log | 0.5283 | 28 | 0.8240 | 0.2620 | 0.8240 | 0.9078 |
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- | No log | 0.5660 | 30 | 0.7949 | 0.2620 | 0.7949 | 0.8916 |
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- | No log | 0.6038 | 32 | 0.8790 | 0.2492 | 0.8790 | 0.9375 |
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- | No log | 0.6415 | 34 | 1.7811 | 0.1303 | 1.7811 | 1.3346 |
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- | No log | 0.6792 | 36 | 2.7615 | 0.0918 | 2.7615 | 1.6618 |
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- | No log | 0.7170 | 38 | 2.1983 | 0.1180 | 2.1983 | 1.4827 |
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- | No log | 0.7547 | 40 | 1.1532 | 0.3212 | 1.1532 | 1.0739 |
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- | No log | 0.7925 | 42 | 0.7626 | 0.2919 | 0.7626 | 0.8733 |
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- | No log | 0.8302 | 44 | 0.6893 | 0.3812 | 0.6893 | 0.8302 |
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- | No log | 0.8679 | 46 | 0.6754 | 0.4148 | 0.6754 | 0.8218 |
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- | No log | 0.9057 | 48 | 0.7908 | 0.3292 | 0.7908 | 0.8893 |
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- | No log | 0.9434 | 50 | 0.9290 | 0.1349 | 0.9290 | 0.9639 |
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- | No log | 0.9811 | 52 | 0.8995 | 0.1857 | 0.8995 | 0.9484 |
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- | No log | 1.0189 | 54 | 0.7703 | 0.3340 | 0.7703 | 0.8777 |
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- | No log | 1.0566 | 56 | 0.6653 | 0.3425 | 0.6653 | 0.8157 |
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- | No log | 1.0943 | 58 | 0.6693 | 0.2900 | 0.6693 | 0.8181 |
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- | No log | 1.1321 | 60 | 0.6754 | 0.3361 | 0.6754 | 0.8218 |
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- | No log | 1.1698 | 62 | 0.7725 | 0.3764 | 0.7725 | 0.8789 |
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- | No log | 1.2075 | 64 | 1.2004 | 0.1149 | 1.2004 | 1.0956 |
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- | No log | 1.2453 | 66 | 1.2931 | 0.1149 | 1.2931 | 1.1371 |
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- | No log | 1.2830 | 68 | 1.0779 | 0.1242 | 1.0779 | 1.0382 |
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- | No log | 1.3208 | 70 | 0.8488 | 0.2859 | 0.8488 | 0.9213 |
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- | No log | 1.3585 | 72 | 0.7250 | 0.3793 | 0.7250 | 0.8515 |
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- | No log | 1.3962 | 74 | 0.6443 | 0.4135 | 0.6443 | 0.8027 |
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- | No log | 1.4340 | 76 | 0.6563 | 0.3069 | 0.6563 | 0.8101 |
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- | No log | 1.4717 | 78 | 0.6383 | 0.3679 | 0.6383 | 0.7989 |
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- | No log | 1.5094 | 80 | 0.6408 | 0.3989 | 0.6408 | 0.8005 |
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- | No log | 1.5472 | 82 | 1.0071 | 0.3497 | 1.0071 | 1.0035 |
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- | No log | 1.5849 | 84 | 1.3337 | 0.2126 | 1.3337 | 1.1549 |
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- | No log | 1.6226 | 86 | 1.0818 | 0.2847 | 1.0818 | 1.0401 |
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- | No log | 1.6604 | 88 | 0.7015 | 0.3704 | 0.7015 | 0.8376 |
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- | No log | 1.6981 | 90 | 0.6564 | 0.3702 | 0.6564 | 0.8102 |
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- | No log | 1.7358 | 92 | 0.6819 | 0.3294 | 0.6819 | 0.8258 |
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- | No log | 1.7736 | 94 | 0.6703 | 0.3425 | 0.6703 | 0.8187 |
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- | No log | 1.8113 | 96 | 0.7473 | 0.3804 | 0.7473 | 0.8644 |
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- | No log | 1.8491 | 98 | 0.8536 | 0.3254 | 0.8536 | 0.9239 |
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- | No log | 1.8868 | 100 | 1.0022 | 0.2124 | 1.0022 | 1.0011 |
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- | No log | 1.9245 | 102 | 1.0108 | 0.2375 | 1.0108 | 1.0054 |
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- | No log | 1.9623 | 104 | 1.0184 | 0.3117 | 1.0184 | 1.0092 |
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- | No log | 2.0 | 106 | 0.8023 | 0.3783 | 0.8023 | 0.8957 |
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- | No log | 2.0377 | 108 | 0.6540 | 0.4590 | 0.6540 | 0.8087 |
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- | No log | 2.0755 | 110 | 0.6359 | 0.5065 | 0.6359 | 0.7974 |
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- | No log | 2.1132 | 112 | 0.6419 | 0.4439 | 0.6419 | 0.8012 |
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- | No log | 2.1509 | 114 | 0.6743 | 0.4933 | 0.6743 | 0.8212 |
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- | No log | 2.1887 | 116 | 0.6730 | 0.5134 | 0.6730 | 0.8204 |
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- | No log | 2.2264 | 118 | 0.6962 | 0.5225 | 0.6962 | 0.8344 |
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- | No log | 2.2642 | 120 | 0.7798 | 0.4678 | 0.7798 | 0.8831 |
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- | No log | 2.3019 | 122 | 0.7306 | 0.4889 | 0.7306 | 0.8547 |
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- | No log | 2.3396 | 124 | 0.6849 | 0.4267 | 0.6849 | 0.8276 |
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- | No log | 2.3774 | 126 | 0.6629 | 0.4941 | 0.6629 | 0.8142 |
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- | No log | 2.4151 | 128 | 0.7222 | 0.4978 | 0.7222 | 0.8498 |
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- | No log | 2.4528 | 130 | 0.7934 | 0.4844 | 0.7934 | 0.8907 |
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- | No log | 2.4906 | 132 | 0.9339 | 0.4034 | 0.9339 | 0.9664 |
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- | No log | 2.5283 | 134 | 1.0057 | 0.3508 | 1.0057 | 1.0028 |
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- | No log | 2.5660 | 136 | 0.7483 | 0.4761 | 0.7483 | 0.8651 |
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- | No log | 2.6038 | 138 | 0.6275 | 0.5165 | 0.6275 | 0.7922 |
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- | No log | 2.6415 | 140 | 0.6754 | 0.4793 | 0.6754 | 0.8218 |
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- | No log | 2.6792 | 142 | 0.7056 | 0.4934 | 0.7056 | 0.8400 |
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- | No log | 2.7170 | 144 | 0.6153 | 0.4568 | 0.6153 | 0.7844 |
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- | No log | 2.7547 | 146 | 0.6132 | 0.5262 | 0.6132 | 0.7831 |
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- | No log | 2.7925 | 148 | 0.6629 | 0.4612 | 0.6629 | 0.8142 |
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- | No log | 2.8302 | 150 | 0.6950 | 0.4991 | 0.6950 | 0.8337 |
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- | No log | 2.8679 | 152 | 0.8200 | 0.4687 | 0.8200 | 0.9055 |
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- | No log | 2.9057 | 154 | 0.7971 | 0.4848 | 0.7971 | 0.8928 |
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- | No log | 2.9434 | 156 | 0.7289 | 0.5026 | 0.7289 | 0.8538 |
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- | No log | 2.9811 | 158 | 0.6748 | 0.4938 | 0.6748 | 0.8215 |
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- | No log | 3.0189 | 160 | 0.6716 | 0.5398 | 0.6716 | 0.8195 |
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- | No log | 3.0566 | 162 | 0.7022 | 0.5197 | 0.7022 | 0.8380 |
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- | No log | 3.0943 | 164 | 0.9971 | 0.3519 | 0.9971 | 0.9986 |
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- | No log | 3.1321 | 166 | 1.1278 | 0.3338 | 1.1278 | 1.0620 |
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- | No log | 3.1698 | 168 | 0.8664 | 0.3898 | 0.8664 | 0.9308 |
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- | No log | 3.2075 | 170 | 0.6329 | 0.4418 | 0.6329 | 0.7956 |
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- | No log | 3.2453 | 172 | 0.7246 | 0.4606 | 0.7246 | 0.8512 |
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- | No log | 3.2830 | 174 | 0.7171 | 0.4598 | 0.7171 | 0.8468 |
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- | No log | 3.3208 | 176 | 0.6169 | 0.3995 | 0.6169 | 0.7854 |
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- | No log | 3.3585 | 178 | 0.6477 | 0.4829 | 0.6477 | 0.8048 |
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- | No log | 3.3962 | 180 | 0.6870 | 0.4996 | 0.6870 | 0.8288 |
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- | No log | 3.4340 | 182 | 0.6496 | 0.5217 | 0.6496 | 0.8060 |
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- | No log | 3.4717 | 184 | 0.6283 | 0.5149 | 0.6283 | 0.7926 |
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- | No log | 3.5094 | 186 | 0.6837 | 0.4912 | 0.6837 | 0.8269 |
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- | No log | 3.5472 | 188 | 0.6713 | 0.4627 | 0.6713 | 0.8193 |
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- | No log | 3.5849 | 190 | 0.6162 | 0.5100 | 0.6162 | 0.7850 |
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- | No log | 3.6226 | 192 | 0.6646 | 0.4864 | 0.6646 | 0.8152 |
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- | No log | 3.6604 | 194 | 0.7058 | 0.5253 | 0.7058 | 0.8401 |
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- | No log | 3.6981 | 196 | 0.6521 | 0.5662 | 0.6521 | 0.8075 |
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- | No log | 3.7358 | 198 | 0.5932 | 0.5404 | 0.5932 | 0.7702 |
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- | No log | 3.7736 | 200 | 0.6576 | 0.5261 | 0.6576 | 0.8109 |
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- | No log | 3.8113 | 202 | 0.6738 | 0.5187 | 0.6738 | 0.8209 |
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- | No log | 3.8491 | 204 | 0.6344 | 0.5078 | 0.6344 | 0.7965 |
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- | No log | 3.8868 | 206 | 0.6404 | 0.5211 | 0.6404 | 0.8003 |
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- | No log | 3.9245 | 208 | 0.6710 | 0.5078 | 0.6710 | 0.8191 |
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- | No log | 3.9623 | 210 | 0.6183 | 0.5122 | 0.6183 | 0.7863 |
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- | No log | 4.0 | 212 | 0.5944 | 0.5584 | 0.5944 | 0.7710 |
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- | No log | 4.0377 | 214 | 0.5914 | 0.5624 | 0.5914 | 0.7690 |
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- | No log | 4.0755 | 216 | 0.5819 | 0.5019 | 0.5819 | 0.7628 |
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- | No log | 4.1132 | 218 | 0.6311 | 0.5104 | 0.6311 | 0.7944 |
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- | No log | 4.1509 | 220 | 0.7068 | 0.4824 | 0.7068 | 0.8407 |
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- | No log | 4.1887 | 222 | 0.6658 | 0.4853 | 0.6658 | 0.8160 |
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- | No log | 4.2264 | 224 | 0.6575 | 0.5080 | 0.6575 | 0.8109 |
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- | No log | 4.2642 | 226 | 0.6301 | 0.5383 | 0.6301 | 0.7938 |
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- | No log | 4.3019 | 228 | 0.6415 | 0.6134 | 0.6415 | 0.8009 |
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- | No log | 4.3396 | 230 | 0.6259 | 0.5817 | 0.6259 | 0.7912 |
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- | No log | 4.3774 | 232 | 0.6253 | 0.5751 | 0.6253 | 0.7907 |
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- | No log | 4.4151 | 234 | 0.6218 | 0.5241 | 0.6218 | 0.7885 |
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- | No log | 4.4528 | 236 | 0.5938 | 0.5323 | 0.5938 | 0.7706 |
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- | No log | 4.4906 | 238 | 0.5889 | 0.5549 | 0.5889 | 0.7674 |
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- | No log | 4.5283 | 240 | 0.5995 | 0.5259 | 0.5995 | 0.7742 |
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- | No log | 4.5660 | 242 | 0.7058 | 0.4608 | 0.7058 | 0.8401 |
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- | No log | 4.6038 | 244 | 0.9825 | 0.4382 | 0.9825 | 0.9912 |
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- | No log | 4.6415 | 246 | 1.0785 | 0.4116 | 1.0785 | 1.0385 |
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- | No log | 4.6792 | 248 | 0.8231 | 0.4508 | 0.8231 | 0.9072 |
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- | No log | 4.7170 | 250 | 0.6316 | 0.5062 | 0.6316 | 0.7947 |
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- | No log | 4.7547 | 252 | 0.5994 | 0.5235 | 0.5994 | 0.7742 |
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- | No log | 4.7925 | 254 | 0.5840 | 0.5516 | 0.5840 | 0.7642 |
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- | No log | 4.8302 | 256 | 0.5832 | 0.4984 | 0.5832 | 0.7637 |
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- | No log | 4.8679 | 258 | 0.6170 | 0.5123 | 0.6170 | 0.7855 |
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- | No log | 4.9057 | 260 | 0.6192 | 0.5171 | 0.6192 | 0.7869 |
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- | No log | 4.9434 | 262 | 0.5952 | 0.4888 | 0.5952 | 0.7715 |
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- | No log | 4.9811 | 264 | 0.6239 | 0.4904 | 0.6239 | 0.7899 |
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- | No log | 5.0189 | 266 | 0.6255 | 0.4834 | 0.6255 | 0.7909 |
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- | No log | 5.0566 | 268 | 0.6387 | 0.5334 | 0.6387 | 0.7992 |
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- | No log | 5.0943 | 270 | 0.7539 | 0.5007 | 0.7539 | 0.8683 |
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- | No log | 5.1321 | 272 | 0.7486 | 0.4127 | 0.7486 | 0.8652 |
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- | No log | 5.1698 | 274 | 0.6680 | 0.4474 | 0.6680 | 0.8173 |
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- | No log | 5.2075 | 276 | 0.6356 | 0.4474 | 0.6356 | 0.7973 |
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- | No log | 5.2453 | 278 | 0.6601 | 0.4226 | 0.6601 | 0.8124 |
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- | No log | 5.2830 | 280 | 0.6381 | 0.4611 | 0.6381 | 0.7988 |
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- | No log | 5.3208 | 282 | 0.6605 | 0.5173 | 0.6605 | 0.8127 |
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- | No log | 5.3585 | 284 | 0.6874 | 0.4658 | 0.6874 | 0.8291 |
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- | No log | 5.3962 | 286 | 0.6159 | 0.4963 | 0.6159 | 0.7848 |
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- | No log | 5.4340 | 288 | 0.6020 | 0.4674 | 0.6020 | 0.7759 |
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- | No log | 5.4717 | 290 | 0.7295 | 0.4550 | 0.7295 | 0.8541 |
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- | No log | 5.5094 | 292 | 0.7469 | 0.4562 | 0.7469 | 0.8642 |
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- | No log | 5.5472 | 294 | 0.6272 | 0.5060 | 0.6272 | 0.7920 |
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- | No log | 5.5849 | 296 | 0.6024 | 0.5218 | 0.6024 | 0.7762 |
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- | No log | 5.6226 | 298 | 0.6047 | 0.5017 | 0.6047 | 0.7776 |
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- | No log | 5.6604 | 300 | 0.6065 | 0.4053 | 0.6065 | 0.7788 |
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- | No log | 5.6981 | 302 | 0.5980 | 0.4755 | 0.5980 | 0.7733 |
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- | No log | 5.7358 | 304 | 0.6121 | 0.4759 | 0.6121 | 0.7824 |
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- | No log | 5.7736 | 306 | 0.6226 | 0.4882 | 0.6226 | 0.7890 |
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- | No log | 5.8113 | 308 | 0.6701 | 0.4971 | 0.6701 | 0.8186 |
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- | No log | 5.8491 | 310 | 0.6810 | 0.4996 | 0.6810 | 0.8252 |
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- | No log | 5.8868 | 312 | 0.6513 | 0.4843 | 0.6513 | 0.8070 |
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- | No log | 5.9245 | 314 | 0.6432 | 0.4677 | 0.6432 | 0.8020 |
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- | No log | 5.9623 | 316 | 0.6509 | 0.4355 | 0.6509 | 0.8068 |
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- | No log | 6.0 | 318 | 0.6675 | 0.4930 | 0.6675 | 0.8170 |
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- | No log | 6.0377 | 320 | 0.7117 | 0.5032 | 0.7117 | 0.8437 |
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- | No log | 6.0755 | 322 | 0.6845 | 0.4825 | 0.6845 | 0.8273 |
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- | No log | 6.1132 | 324 | 0.6759 | 0.5005 | 0.6759 | 0.8221 |
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- | No log | 6.1509 | 326 | 0.6680 | 0.5258 | 0.6680 | 0.8173 |
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- | No log | 6.1887 | 328 | 0.6722 | 0.4514 | 0.6722 | 0.8199 |
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- | No log | 6.2264 | 330 | 0.6913 | 0.4435 | 0.6913 | 0.8315 |
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- | No log | 6.2642 | 332 | 0.6382 | 0.4820 | 0.6382 | 0.7989 |
218
- | No log | 6.3019 | 334 | 0.6379 | 0.4792 | 0.6379 | 0.7987 |
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- | No log | 6.3396 | 336 | 0.6310 | 0.5140 | 0.6310 | 0.7944 |
220
- | No log | 6.3774 | 338 | 0.6342 | 0.4730 | 0.6342 | 0.7964 |
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- | No log | 6.4151 | 340 | 0.6355 | 0.4514 | 0.6355 | 0.7972 |
222
- | No log | 6.4528 | 342 | 0.6860 | 0.4339 | 0.6860 | 0.8283 |
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- | No log | 6.4906 | 344 | 0.6721 | 0.4722 | 0.6721 | 0.8198 |
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- | No log | 6.5283 | 346 | 0.6503 | 0.4353 | 0.6503 | 0.8064 |
225
- | No log | 6.5660 | 348 | 0.6552 | 0.4583 | 0.6552 | 0.8094 |
226
- | No log | 6.6038 | 350 | 0.6449 | 0.4547 | 0.6449 | 0.8030 |
227
- | No log | 6.6415 | 352 | 0.6387 | 0.4366 | 0.6387 | 0.7992 |
228
- | No log | 6.6792 | 354 | 0.6175 | 0.4252 | 0.6175 | 0.7858 |
229
- | No log | 6.7170 | 356 | 0.6005 | 0.4524 | 0.6005 | 0.7749 |
230
- | No log | 6.7547 | 358 | 0.6276 | 0.4586 | 0.6276 | 0.7922 |
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- | No log | 6.7925 | 360 | 0.6632 | 0.4716 | 0.6632 | 0.8144 |
232
- | No log | 6.8302 | 362 | 0.6188 | 0.4489 | 0.6188 | 0.7866 |
233
- | No log | 6.8679 | 364 | 0.6176 | 0.4390 | 0.6176 | 0.7859 |
234
- | No log | 6.9057 | 366 | 0.6296 | 0.4700 | 0.6296 | 0.7935 |
235
- | No log | 6.9434 | 368 | 0.6506 | 0.4755 | 0.6506 | 0.8066 |
236
- | No log | 6.9811 | 370 | 0.6478 | 0.4971 | 0.6478 | 0.8048 |
237
- | No log | 7.0189 | 372 | 0.6154 | 0.4371 | 0.6154 | 0.7845 |
238
- | No log | 7.0566 | 374 | 0.6140 | 0.4801 | 0.6140 | 0.7836 |
239
- | No log | 7.0943 | 376 | 0.6075 | 0.4788 | 0.6075 | 0.7794 |
240
- | No log | 7.1321 | 378 | 0.5874 | 0.4311 | 0.5874 | 0.7664 |
241
- | No log | 7.1698 | 380 | 0.6298 | 0.4579 | 0.6298 | 0.7936 |
242
- | No log | 7.2075 | 382 | 0.7025 | 0.4078 | 0.7025 | 0.8382 |
243
- | No log | 7.2453 | 384 | 0.6519 | 0.4589 | 0.6519 | 0.8074 |
244
- | No log | 7.2830 | 386 | 0.6032 | 0.4363 | 0.6032 | 0.7767 |
245
- | No log | 7.3208 | 388 | 0.6481 | 0.5196 | 0.6481 | 0.8051 |
246
- | No log | 7.3585 | 390 | 0.6342 | 0.5397 | 0.6342 | 0.7963 |
247
- | No log | 7.3962 | 392 | 0.6035 | 0.4966 | 0.6035 | 0.7769 |
248
- | No log | 7.4340 | 394 | 0.6074 | 0.5306 | 0.6074 | 0.7793 |
249
- | No log | 7.4717 | 396 | 0.6102 | 0.5158 | 0.6102 | 0.7811 |
250
- | No log | 7.5094 | 398 | 0.6022 | 0.5333 | 0.6022 | 0.7760 |
251
- | No log | 7.5472 | 400 | 0.5871 | 0.4770 | 0.5871 | 0.7662 |
252
- | No log | 7.5849 | 402 | 0.5914 | 0.4426 | 0.5914 | 0.7690 |
253
- | No log | 7.6226 | 404 | 0.5868 | 0.4207 | 0.5868 | 0.7660 |
254
- | No log | 7.6604 | 406 | 0.6010 | 0.4370 | 0.6010 | 0.7752 |
255
- | No log | 7.6981 | 408 | 0.6733 | 0.4835 | 0.6733 | 0.8205 |
256
- | No log | 7.7358 | 410 | 0.7155 | 0.4876 | 0.7155 | 0.8459 |
257
- | No log | 7.7736 | 412 | 0.6502 | 0.4741 | 0.6502 | 0.8063 |
258
- | No log | 7.8113 | 414 | 0.6236 | 0.4553 | 0.6236 | 0.7897 |
259
- | No log | 7.8491 | 416 | 0.6667 | 0.4968 | 0.6667 | 0.8165 |
260
- | No log | 7.8868 | 418 | 0.6655 | 0.4687 | 0.6655 | 0.8158 |
261
- | No log | 7.9245 | 420 | 0.6216 | 0.3917 | 0.6216 | 0.7884 |
262
- | No log | 7.9623 | 422 | 0.6077 | 0.4407 | 0.6077 | 0.7796 |
263
- | No log | 8.0 | 424 | 0.6730 | 0.3978 | 0.6730 | 0.8203 |
264
- | No log | 8.0377 | 426 | 0.6930 | 0.4078 | 0.6930 | 0.8324 |
265
- | No log | 8.0755 | 428 | 0.6349 | 0.4298 | 0.6349 | 0.7968 |
266
- | No log | 8.1132 | 430 | 0.5913 | 0.4177 | 0.5913 | 0.7689 |
267
- | No log | 8.1509 | 432 | 0.5926 | 0.4406 | 0.5926 | 0.7698 |
268
- | No log | 8.1887 | 434 | 0.5965 | 0.4539 | 0.5965 | 0.7723 |
269
- | No log | 8.2264 | 436 | 0.6234 | 0.4334 | 0.6234 | 0.7896 |
270
- | No log | 8.2642 | 438 | 0.6344 | 0.4542 | 0.6344 | 0.7965 |
271
- | No log | 8.3019 | 440 | 0.6239 | 0.4551 | 0.6239 | 0.7899 |
272
- | No log | 8.3396 | 442 | 0.6180 | 0.4592 | 0.6180 | 0.7861 |
273
- | No log | 8.3774 | 444 | 0.6139 | 0.4271 | 0.6139 | 0.7835 |
274
- | No log | 8.4151 | 446 | 0.6176 | 0.4241 | 0.6176 | 0.7859 |
275
- | No log | 8.4528 | 448 | 0.6414 | 0.4472 | 0.6414 | 0.8009 |
276
- | No log | 8.4906 | 450 | 0.6256 | 0.4337 | 0.6256 | 0.7909 |
277
- | No log | 8.5283 | 452 | 0.6187 | 0.4529 | 0.6187 | 0.7866 |
278
- | No log | 8.5660 | 454 | 0.6632 | 0.5039 | 0.6632 | 0.8144 |
279
- | No log | 8.6038 | 456 | 0.6739 | 0.4872 | 0.6739 | 0.8209 |
280
- | No log | 8.6415 | 458 | 0.6255 | 0.4872 | 0.6255 | 0.7909 |
281
- | No log | 8.6792 | 460 | 0.6528 | 0.4481 | 0.6528 | 0.8080 |
282
- | No log | 8.7170 | 462 | 0.7071 | 0.4371 | 0.7071 | 0.8409 |
283
- | No log | 8.7547 | 464 | 0.6679 | 0.4399 | 0.6679 | 0.8173 |
284
- | No log | 8.7925 | 466 | 0.6106 | 0.4302 | 0.6106 | 0.7814 |
285
- | No log | 8.8302 | 468 | 0.6646 | 0.4882 | 0.6646 | 0.8152 |
286
- | No log | 8.8679 | 470 | 0.6825 | 0.4945 | 0.6825 | 0.8261 |
287
- | No log | 8.9057 | 472 | 0.6391 | 0.4273 | 0.6391 | 0.7994 |
288
- | No log | 8.9434 | 474 | 0.6348 | 0.4528 | 0.6348 | 0.7967 |
289
- | No log | 8.9811 | 476 | 0.6838 | 0.4357 | 0.6838 | 0.8269 |
290
- | No log | 9.0189 | 478 | 0.6704 | 0.4275 | 0.6704 | 0.8188 |
291
- | No log | 9.0566 | 480 | 0.6392 | 0.4174 | 0.6392 | 0.7995 |
292
- | No log | 9.0943 | 482 | 0.6417 | 0.4601 | 0.6417 | 0.8010 |
293
- | No log | 9.1321 | 484 | 0.6398 | 0.4291 | 0.6398 | 0.7998 |
294
- | No log | 9.1698 | 486 | 0.6296 | 0.4038 | 0.6296 | 0.7935 |
295
- | No log | 9.2075 | 488 | 0.6407 | 0.4447 | 0.6407 | 0.8004 |
296
- | No log | 9.2453 | 490 | 0.6381 | 0.4514 | 0.6381 | 0.7988 |
297
- | No log | 9.2830 | 492 | 0.6400 | 0.4514 | 0.6400 | 0.8000 |
298
- | No log | 9.3208 | 494 | 0.6468 | 0.4579 | 0.6468 | 0.8042 |
299
- | No log | 9.3585 | 496 | 0.6354 | 0.4465 | 0.6354 | 0.7971 |
300
- | No log | 9.3962 | 498 | 0.6557 | 0.4476 | 0.6557 | 0.8098 |
301
- | 0.4152 | 9.4340 | 500 | 0.6660 | 0.4499 | 0.6660 | 0.8161 |
302
- | 0.4152 | 9.4717 | 502 | 0.6704 | 0.4406 | 0.6704 | 0.8188 |
303
- | 0.4152 | 9.5094 | 504 | 0.7284 | 0.4844 | 0.7284 | 0.8535 |
304
- | 0.4152 | 9.5472 | 506 | 0.7666 | 0.4267 | 0.7666 | 0.8756 |
305
- | 0.4152 | 9.5849 | 508 | 0.7002 | 0.4808 | 0.7002 | 0.8368 |
306
- | 0.4152 | 9.6226 | 510 | 0.6518 | 0.4188 | 0.6518 | 0.8073 |
307
- | 0.4152 | 9.6604 | 512 | 0.6437 | 0.4579 | 0.6437 | 0.8023 |
308
- | 0.4152 | 9.6981 | 514 | 0.6340 | 0.4418 | 0.6340 | 0.7962 |
309
- | 0.4152 | 9.7358 | 516 | 0.6602 | 0.4211 | 0.6602 | 0.8126 |
310
- | 0.4152 | 9.7736 | 518 | 0.7127 | 0.4014 | 0.7127 | 0.8442 |
311
- | 0.4152 | 9.8113 | 520 | 0.7329 | 0.4045 | 0.7329 | 0.8561 |
312
- | 0.4152 | 9.8491 | 522 | 0.6844 | 0.4299 | 0.6844 | 0.8273 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
313
 
314
 
315
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k11_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
+ # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k11_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5621
19
+ - Qwk: 0.4691
20
+ - Mse: 0.5621
21
+ - Rmse: 0.7497
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0351 | 2 | 4.4200 | -0.0244 | 4.4200 | 2.1024 |
53
+ | No log | 0.0702 | 4 | 2.5215 | 0.0485 | 2.5215 | 1.5879 |
54
+ | No log | 0.1053 | 6 | 1.4456 | 0.0383 | 1.4456 | 1.2023 |
55
+ | No log | 0.1404 | 8 | 1.1443 | -0.0490 | 1.1443 | 1.0697 |
56
+ | No log | 0.1754 | 10 | 0.9800 | -0.0408 | 0.9800 | 0.9899 |
57
+ | No log | 0.2105 | 12 | 0.9020 | 0.0512 | 0.9020 | 0.9497 |
58
+ | No log | 0.2456 | 14 | 0.8492 | 0.2676 | 0.8492 | 0.9215 |
59
+ | No log | 0.2807 | 16 | 1.5027 | 0.1211 | 1.5027 | 1.2259 |
60
+ | No log | 0.3158 | 18 | 1.5323 | 0.1155 | 1.5323 | 1.2379 |
61
+ | No log | 0.3509 | 20 | 0.8796 | 0.2564 | 0.8796 | 0.9379 |
62
+ | No log | 0.3860 | 22 | 0.6798 | 0.3074 | 0.6798 | 0.8245 |
63
+ | No log | 0.4211 | 24 | 0.6636 | 0.3967 | 0.6636 | 0.8146 |
64
+ | No log | 0.4561 | 26 | 0.7656 | 0.2830 | 0.7656 | 0.8750 |
65
+ | No log | 0.4912 | 28 | 1.1124 | 0.1708 | 1.1124 | 1.0547 |
66
+ | No log | 0.5263 | 30 | 0.9898 | 0.2224 | 0.9898 | 0.9949 |
67
+ | No log | 0.5614 | 32 | 0.9910 | 0.2224 | 0.9910 | 0.9955 |
68
+ | No log | 0.5965 | 34 | 0.8933 | 0.2191 | 0.8933 | 0.9451 |
69
+ | No log | 0.6316 | 36 | 0.9160 | 0.2191 | 0.9160 | 0.9571 |
70
+ | No log | 0.6667 | 38 | 1.0336 | 0.2622 | 1.0336 | 1.0167 |
71
+ | No log | 0.7018 | 40 | 0.9107 | 0.3279 | 0.9107 | 0.9543 |
72
+ | No log | 0.7368 | 42 | 0.6430 | 0.4285 | 0.6430 | 0.8018 |
73
+ | No log | 0.7719 | 44 | 0.7071 | 0.3596 | 0.7071 | 0.8409 |
74
+ | No log | 0.8070 | 46 | 0.7477 | 0.3873 | 0.7477 | 0.8647 |
75
+ | No log | 0.8421 | 48 | 0.6924 | 0.3774 | 0.6924 | 0.8321 |
76
+ | No log | 0.8772 | 50 | 0.6838 | 0.3935 | 0.6838 | 0.8269 |
77
+ | No log | 0.9123 | 52 | 0.8099 | 0.4007 | 0.8099 | 0.9000 |
78
+ | No log | 0.9474 | 54 | 0.7370 | 0.3941 | 0.7370 | 0.8585 |
79
+ | No log | 0.9825 | 56 | 0.7982 | 0.4033 | 0.7982 | 0.8934 |
80
+ | No log | 1.0175 | 58 | 0.7783 | 0.4033 | 0.7783 | 0.8822 |
81
+ | No log | 1.0526 | 60 | 0.6508 | 0.4716 | 0.6508 | 0.8067 |
82
+ | No log | 1.0877 | 62 | 0.6065 | 0.4974 | 0.6065 | 0.7788 |
83
+ | No log | 1.1228 | 64 | 0.6528 | 0.4791 | 0.6528 | 0.8080 |
84
+ | No log | 1.1579 | 66 | 0.7195 | 0.4408 | 0.7195 | 0.8483 |
85
+ | No log | 1.1930 | 68 | 0.8678 | 0.3754 | 0.8678 | 0.9316 |
86
+ | No log | 1.2281 | 70 | 0.7659 | 0.4184 | 0.7659 | 0.8751 |
87
+ | No log | 1.2632 | 72 | 0.6102 | 0.5172 | 0.6102 | 0.7812 |
88
+ | No log | 1.2982 | 74 | 0.5555 | 0.6053 | 0.5555 | 0.7453 |
89
+ | No log | 1.3333 | 76 | 0.5376 | 0.6186 | 0.5376 | 0.7332 |
90
+ | No log | 1.3684 | 78 | 0.7040 | 0.4806 | 0.7041 | 0.8391 |
91
+ | No log | 1.4035 | 80 | 0.9842 | 0.4319 | 0.9842 | 0.9921 |
92
+ | No log | 1.4386 | 82 | 1.0666 | 0.4093 | 1.0666 | 1.0327 |
93
+ | No log | 1.4737 | 84 | 0.7975 | 0.4314 | 0.7975 | 0.8930 |
94
+ | No log | 1.5088 | 86 | 0.5379 | 0.5368 | 0.5379 | 0.7334 |
95
+ | No log | 1.5439 | 88 | 0.5579 | 0.5361 | 0.5579 | 0.7469 |
96
+ | No log | 1.5789 | 90 | 0.5789 | 0.5227 | 0.5789 | 0.7609 |
97
+ | No log | 1.6140 | 92 | 0.5432 | 0.5492 | 0.5432 | 0.7371 |
98
+ | No log | 1.6491 | 94 | 0.7044 | 0.4918 | 0.7044 | 0.8393 |
99
+ | No log | 1.6842 | 96 | 0.8144 | 0.4688 | 0.8144 | 0.9024 |
100
+ | No log | 1.7193 | 98 | 0.7234 | 0.5464 | 0.7234 | 0.8505 |
101
+ | No log | 1.7544 | 100 | 0.8323 | 0.5349 | 0.8323 | 0.9123 |
102
+ | No log | 1.7895 | 102 | 1.0668 | 0.4505 | 1.0668 | 1.0329 |
103
+ | No log | 1.8246 | 104 | 1.0303 | 0.4786 | 1.0303 | 1.0150 |
104
+ | No log | 1.8596 | 106 | 0.9724 | 0.5279 | 0.9724 | 0.9861 |
105
+ | No log | 1.8947 | 108 | 0.8267 | 0.5602 | 0.8267 | 0.9092 |
106
+ | No log | 1.9298 | 110 | 0.7692 | 0.5869 | 0.7692 | 0.8771 |
107
+ | No log | 1.9649 | 112 | 0.7170 | 0.5614 | 0.7170 | 0.8468 |
108
+ | No log | 2.0 | 114 | 0.7642 | 0.5582 | 0.7642 | 0.8742 |
109
+ | No log | 2.0351 | 116 | 0.8182 | 0.5329 | 0.8182 | 0.9045 |
110
+ | No log | 2.0702 | 118 | 0.8717 | 0.4738 | 0.8717 | 0.9336 |
111
+ | No log | 2.1053 | 120 | 0.7082 | 0.4737 | 0.7082 | 0.8416 |
112
+ | No log | 2.1404 | 122 | 0.6336 | 0.5199 | 0.6336 | 0.7960 |
113
+ | No log | 2.1754 | 124 | 0.6287 | 0.5080 | 0.6287 | 0.7929 |
114
+ | No log | 2.2105 | 126 | 0.6005 | 0.4949 | 0.6005 | 0.7749 |
115
+ | No log | 2.2456 | 128 | 0.5940 | 0.4875 | 0.5940 | 0.7707 |
116
+ | No log | 2.2807 | 130 | 0.6019 | 0.4834 | 0.6019 | 0.7758 |
117
+ | No log | 2.3158 | 132 | 0.5799 | 0.5514 | 0.5799 | 0.7615 |
118
+ | No log | 2.3509 | 134 | 0.6264 | 0.5500 | 0.6264 | 0.7915 |
119
+ | No log | 2.3860 | 136 | 0.5986 | 0.5593 | 0.5986 | 0.7737 |
120
+ | No log | 2.4211 | 138 | 0.6129 | 0.5709 | 0.6129 | 0.7829 |
121
+ | No log | 2.4561 | 140 | 0.6691 | 0.5391 | 0.6691 | 0.8180 |
122
+ | No log | 2.4912 | 142 | 0.6760 | 0.5417 | 0.6760 | 0.8222 |
123
+ | No log | 2.5263 | 144 | 0.6174 | 0.5697 | 0.6174 | 0.7857 |
124
+ | No log | 2.5614 | 146 | 0.5978 | 0.5495 | 0.5978 | 0.7732 |
125
+ | No log | 2.5965 | 148 | 0.5874 | 0.5521 | 0.5874 | 0.7664 |
126
+ | No log | 2.6316 | 150 | 0.5975 | 0.5398 | 0.5975 | 0.7730 |
127
+ | No log | 2.6667 | 152 | 0.5653 | 0.5567 | 0.5653 | 0.7519 |
128
+ | No log | 2.7018 | 154 | 0.5644 | 0.4522 | 0.5644 | 0.7513 |
129
+ | No log | 2.7368 | 156 | 0.5877 | 0.4337 | 0.5877 | 0.7666 |
130
+ | No log | 2.7719 | 158 | 0.5592 | 0.5060 | 0.5592 | 0.7478 |
131
+ | No log | 2.8070 | 160 | 0.5769 | 0.5179 | 0.5769 | 0.7595 |
132
+ | No log | 2.8421 | 162 | 0.5915 | 0.5579 | 0.5915 | 0.7691 |
133
+ | No log | 2.8772 | 164 | 0.5628 | 0.5660 | 0.5628 | 0.7502 |
134
+ | No log | 2.9123 | 166 | 0.5587 | 0.5445 | 0.5587 | 0.7475 |
135
+ | No log | 2.9474 | 168 | 0.6018 | 0.5370 | 0.6018 | 0.7757 |
136
+ | No log | 2.9825 | 170 | 1.1185 | 0.2977 | 1.1185 | 1.0576 |
137
+ | No log | 3.0175 | 172 | 1.5856 | 0.3024 | 1.5856 | 1.2592 |
138
+ | No log | 3.0526 | 174 | 1.3929 | 0.3315 | 1.3929 | 1.1802 |
139
+ | No log | 3.0877 | 176 | 0.8295 | 0.4551 | 0.8295 | 0.9108 |
140
+ | No log | 3.1228 | 178 | 0.6394 | 0.5191 | 0.6394 | 0.7996 |
141
+ | No log | 3.1579 | 180 | 0.5464 | 0.5565 | 0.5464 | 0.7392 |
142
+ | No log | 3.1930 | 182 | 0.5890 | 0.5053 | 0.5890 | 0.7675 |
143
+ | No log | 3.2281 | 184 | 0.5669 | 0.5342 | 0.5669 | 0.7529 |
144
+ | No log | 3.2632 | 186 | 0.5556 | 0.6091 | 0.5556 | 0.7454 |
145
+ | No log | 3.2982 | 188 | 0.6250 | 0.5504 | 0.6250 | 0.7906 |
146
+ | No log | 3.3333 | 190 | 0.6007 | 0.5751 | 0.6007 | 0.7751 |
147
+ | No log | 3.3684 | 192 | 0.5782 | 0.5867 | 0.5782 | 0.7604 |
148
+ | No log | 3.4035 | 194 | 0.6393 | 0.4988 | 0.6393 | 0.7996 |
149
+ | No log | 3.4386 | 196 | 0.6734 | 0.4863 | 0.6734 | 0.8206 |
150
+ | No log | 3.4737 | 198 | 0.6358 | 0.4840 | 0.6358 | 0.7974 |
151
+ | No log | 3.5088 | 200 | 0.5793 | 0.5422 | 0.5793 | 0.7611 |
152
+ | No log | 3.5439 | 202 | 0.5611 | 0.4506 | 0.5611 | 0.7491 |
153
+ | No log | 3.5789 | 204 | 0.5658 | 0.4079 | 0.5658 | 0.7522 |
154
+ | No log | 3.6140 | 206 | 0.5685 | 0.4042 | 0.5685 | 0.7540 |
155
+ | No log | 3.6491 | 208 | 0.5801 | 0.4855 | 0.5801 | 0.7617 |
156
+ | No log | 3.6842 | 210 | 0.5960 | 0.5164 | 0.5960 | 0.7720 |
157
+ | No log | 3.7193 | 212 | 0.5987 | 0.4921 | 0.5987 | 0.7738 |
158
+ | No log | 3.7544 | 214 | 0.6403 | 0.5095 | 0.6403 | 0.8002 |
159
+ | No log | 3.7895 | 216 | 0.6176 | 0.5172 | 0.6176 | 0.7859 |
160
+ | No log | 3.8246 | 218 | 0.6512 | 0.4971 | 0.6512 | 0.8070 |
161
+ | No log | 3.8596 | 220 | 0.6619 | 0.4867 | 0.6619 | 0.8136 |
162
+ | No log | 3.8947 | 222 | 0.6091 | 0.4174 | 0.6091 | 0.7805 |
163
+ | No log | 3.9298 | 224 | 0.6686 | 0.4033 | 0.6686 | 0.8177 |
164
+ | No log | 3.9649 | 226 | 0.6089 | 0.3691 | 0.6089 | 0.7803 |
165
+ | No log | 4.0 | 228 | 0.5770 | 0.4273 | 0.5770 | 0.7596 |
166
+ | No log | 4.0351 | 230 | 0.5849 | 0.4846 | 0.5849 | 0.7648 |
167
+ | No log | 4.0702 | 232 | 0.8004 | 0.4983 | 0.8004 | 0.8947 |
168
+ | No log | 4.1053 | 234 | 0.9954 | 0.3766 | 0.9954 | 0.9977 |
169
+ | No log | 4.1404 | 236 | 0.8244 | 0.4879 | 0.8244 | 0.9080 |
170
+ | No log | 4.1754 | 238 | 0.6231 | 0.5437 | 0.6231 | 0.7894 |
171
+ | No log | 4.2105 | 240 | 0.6703 | 0.5379 | 0.6703 | 0.8187 |
172
+ | No log | 4.2456 | 242 | 0.6327 | 0.5863 | 0.6327 | 0.7954 |
173
+ | No log | 4.2807 | 244 | 0.5538 | 0.4970 | 0.5538 | 0.7442 |
174
+ | No log | 4.3158 | 246 | 0.5551 | 0.5973 | 0.5551 | 0.7450 |
175
+ | No log | 4.3509 | 248 | 0.5475 | 0.5345 | 0.5475 | 0.7400 |
176
+ | No log | 4.3860 | 250 | 0.5437 | 0.4529 | 0.5437 | 0.7374 |
177
+ | No log | 4.4211 | 252 | 0.5395 | 0.4185 | 0.5395 | 0.7345 |
178
+ | No log | 4.4561 | 254 | 0.5466 | 0.5338 | 0.5466 | 0.7393 |
179
+ | No log | 4.4912 | 256 | 0.5354 | 0.4393 | 0.5354 | 0.7317 |
180
+ | No log | 4.5263 | 258 | 0.5623 | 0.4869 | 0.5623 | 0.7498 |
181
+ | No log | 4.5614 | 260 | 0.5772 | 0.5051 | 0.5772 | 0.7597 |
182
+ | No log | 4.5965 | 262 | 0.5447 | 0.5209 | 0.5447 | 0.7380 |
183
+ | No log | 4.6316 | 264 | 0.5436 | 0.5153 | 0.5436 | 0.7373 |
184
+ | No log | 4.6667 | 266 | 0.5426 | 0.5355 | 0.5426 | 0.7366 |
185
+ | No log | 4.7018 | 268 | 0.5438 | 0.5741 | 0.5438 | 0.7374 |
186
+ | No log | 4.7368 | 270 | 0.5763 | 0.5594 | 0.5763 | 0.7592 |
187
+ | No log | 4.7719 | 272 | 0.6543 | 0.5741 | 0.6543 | 0.8089 |
188
+ | No log | 4.8070 | 274 | 0.6180 | 0.5833 | 0.6180 | 0.7861 |
189
+ | No log | 4.8421 | 276 | 0.5450 | 0.6421 | 0.5450 | 0.7382 |
190
+ | No log | 4.8772 | 278 | 0.6391 | 0.4862 | 0.6391 | 0.7994 |
191
+ | No log | 4.9123 | 280 | 0.7290 | 0.5089 | 0.7290 | 0.8538 |
192
+ | No log | 4.9474 | 282 | 0.6237 | 0.5145 | 0.6237 | 0.7898 |
193
+ | No log | 4.9825 | 284 | 0.5278 | 0.4259 | 0.5278 | 0.7265 |
194
+ | No log | 5.0175 | 286 | 0.7424 | 0.4832 | 0.7424 | 0.8616 |
195
+ | No log | 5.0526 | 288 | 0.9817 | 0.4365 | 0.9817 | 0.9908 |
196
+ | No log | 5.0877 | 290 | 0.9107 | 0.4506 | 0.9107 | 0.9543 |
197
+ | No log | 5.1228 | 292 | 0.6477 | 0.5074 | 0.6477 | 0.8048 |
198
+ | No log | 5.1579 | 294 | 0.5463 | 0.4616 | 0.5463 | 0.7391 |
199
+ | No log | 5.1930 | 296 | 0.5384 | 0.4809 | 0.5384 | 0.7338 |
200
+ | No log | 5.2281 | 298 | 0.5360 | 0.5345 | 0.5360 | 0.7321 |
201
+ | No log | 5.2632 | 300 | 0.5440 | 0.4700 | 0.5440 | 0.7376 |
202
+ | No log | 5.2982 | 302 | 0.5904 | 0.5562 | 0.5904 | 0.7684 |
203
+ | No log | 5.3333 | 304 | 0.6440 | 0.5607 | 0.6440 | 0.8025 |
204
+ | No log | 5.3684 | 306 | 0.5828 | 0.6152 | 0.5828 | 0.7634 |
205
+ | No log | 5.4035 | 308 | 0.5810 | 0.5707 | 0.5810 | 0.7622 |
206
+ | No log | 5.4386 | 310 | 0.6750 | 0.5189 | 0.6750 | 0.8216 |
207
+ | No log | 5.4737 | 312 | 0.6521 | 0.5123 | 0.6521 | 0.8075 |
208
+ | No log | 5.5088 | 314 | 0.5700 | 0.5289 | 0.5700 | 0.7550 |
209
+ | No log | 5.5439 | 316 | 0.5513 | 0.5250 | 0.5513 | 0.7425 |
210
+ | No log | 5.5789 | 318 | 0.6628 | 0.5324 | 0.6628 | 0.8141 |
211
+ | No log | 5.6140 | 320 | 0.7076 | 0.5602 | 0.7076 | 0.8412 |
212
+ | No log | 5.6491 | 322 | 0.6318 | 0.6046 | 0.6318 | 0.7948 |
213
+ | No log | 5.6842 | 324 | 0.5912 | 0.6176 | 0.5912 | 0.7689 |
214
+ | No log | 5.7193 | 326 | 0.5661 | 0.5926 | 0.5661 | 0.7524 |
215
+ | No log | 5.7544 | 328 | 0.5383 | 0.5235 | 0.5383 | 0.7337 |
216
+ | No log | 5.7895 | 330 | 0.5454 | 0.5647 | 0.5454 | 0.7385 |
217
+ | No log | 5.8246 | 332 | 0.5520 | 0.5422 | 0.5520 | 0.7430 |
218
+ | No log | 5.8596 | 334 | 0.5439 | 0.5063 | 0.5439 | 0.7375 |
219
+ | No log | 5.8947 | 336 | 0.5592 | 0.5389 | 0.5592 | 0.7478 |
220
+ | No log | 5.9298 | 338 | 0.5550 | 0.5662 | 0.5550 | 0.7450 |
221
+ | No log | 5.9649 | 340 | 0.5715 | 0.5645 | 0.5715 | 0.7560 |
222
+ | No log | 6.0 | 342 | 0.5854 | 0.5591 | 0.5854 | 0.7651 |
223
+ | No log | 6.0351 | 344 | 0.5767 | 0.6363 | 0.5767 | 0.7594 |
224
+ | No log | 6.0702 | 346 | 0.6031 | 0.5732 | 0.6031 | 0.7766 |
225
+ | No log | 6.1053 | 348 | 0.7328 | 0.5677 | 0.7328 | 0.8561 |
226
+ | No log | 6.1404 | 350 | 0.7609 | 0.5186 | 0.7609 | 0.8723 |
227
+ | No log | 6.1754 | 352 | 0.6738 | 0.5381 | 0.6738 | 0.8209 |
228
+ | No log | 6.2105 | 354 | 0.5588 | 0.5569 | 0.5588 | 0.7475 |
229
+ | No log | 6.2456 | 356 | 0.5326 | 0.5596 | 0.5326 | 0.7298 |
230
+ | No log | 6.2807 | 358 | 0.5377 | 0.5073 | 0.5377 | 0.7333 |
231
+ | No log | 6.3158 | 360 | 0.5250 | 0.5259 | 0.5250 | 0.7246 |
232
+ | No log | 6.3509 | 362 | 0.5366 | 0.4697 | 0.5366 | 0.7325 |
233
+ | No log | 6.3860 | 364 | 0.6379 | 0.5442 | 0.6379 | 0.7987 |
234
+ | No log | 6.4211 | 366 | 0.8264 | 0.4867 | 0.8264 | 0.9091 |
235
+ | No log | 6.4561 | 368 | 0.8595 | 0.4788 | 0.8595 | 0.9271 |
236
+ | No log | 6.4912 | 370 | 0.6845 | 0.5709 | 0.6845 | 0.8274 |
237
+ | No log | 6.5263 | 372 | 0.5504 | 0.5772 | 0.5504 | 0.7419 |
238
+ | No log | 6.5614 | 374 | 0.5284 | 0.5947 | 0.5284 | 0.7269 |
239
+ | No log | 6.5965 | 376 | 0.5468 | 0.5678 | 0.5468 | 0.7394 |
240
+ | No log | 6.6316 | 378 | 0.5273 | 0.5593 | 0.5273 | 0.7261 |
241
+ | No log | 6.6667 | 380 | 0.5147 | 0.5562 | 0.5147 | 0.7174 |
242
+ | No log | 6.7018 | 382 | 0.5545 | 0.4926 | 0.5545 | 0.7447 |
243
+ | No log | 6.7368 | 384 | 0.6038 | 0.5023 | 0.6038 | 0.7771 |
244
+ | No log | 6.7719 | 386 | 0.5706 | 0.5076 | 0.5706 | 0.7554 |
245
+ | No log | 6.8070 | 388 | 0.5104 | 0.6306 | 0.5104 | 0.7144 |
246
+ | No log | 6.8421 | 390 | 0.5049 | 0.5583 | 0.5049 | 0.7106 |
247
+ | No log | 6.8772 | 392 | 0.5037 | 0.5428 | 0.5037 | 0.7097 |
248
+ | No log | 6.9123 | 394 | 0.5171 | 0.5570 | 0.5171 | 0.7191 |
249
+ | No log | 6.9474 | 396 | 0.5124 | 0.5732 | 0.5124 | 0.7158 |
250
+ | No log | 6.9825 | 398 | 0.5313 | 0.5593 | 0.5313 | 0.7289 |
251
+ | No log | 7.0175 | 400 | 0.5239 | 0.5435 | 0.5239 | 0.7238 |
252
+ | No log | 7.0526 | 402 | 0.5079 | 0.5888 | 0.5079 | 0.7127 |
253
+ | No log | 7.0877 | 404 | 0.5355 | 0.5124 | 0.5355 | 0.7318 |
254
+ | No log | 7.1228 | 406 | 0.5611 | 0.5104 | 0.5611 | 0.7491 |
255
+ | No log | 7.1579 | 408 | 0.5286 | 0.5452 | 0.5286 | 0.7270 |
256
+ | No log | 7.1930 | 410 | 0.5103 | 0.5694 | 0.5103 | 0.7143 |
257
+ | No log | 7.2281 | 412 | 0.5397 | 0.5565 | 0.5397 | 0.7346 |
258
+ | No log | 7.2632 | 414 | 0.5430 | 0.5540 | 0.5430 | 0.7369 |
259
+ | No log | 7.2982 | 416 | 0.5342 | 0.5495 | 0.5342 | 0.7309 |
260
+ | No log | 7.3333 | 418 | 0.4991 | 0.5336 | 0.4991 | 0.7064 |
261
+ | No log | 7.3684 | 420 | 0.5671 | 0.5380 | 0.5671 | 0.7531 |
262
+ | No log | 7.4035 | 422 | 0.7180 | 0.4929 | 0.7180 | 0.8474 |
263
+ | No log | 7.4386 | 424 | 0.8147 | 0.4307 | 0.8147 | 0.9026 |
264
+ | No log | 7.4737 | 426 | 0.7456 | 0.4806 | 0.7456 | 0.8635 |
265
+ | No log | 7.5088 | 428 | 0.5838 | 0.5197 | 0.5838 | 0.7641 |
266
+ | No log | 7.5439 | 430 | 0.4991 | 0.6270 | 0.4991 | 0.7065 |
267
+ | No log | 7.5789 | 432 | 0.4994 | 0.6424 | 0.4994 | 0.7067 |
268
+ | No log | 7.6140 | 434 | 0.5010 | 0.6183 | 0.5010 | 0.7078 |
269
+ | No log | 7.6491 | 436 | 0.5356 | 0.5971 | 0.5356 | 0.7318 |
270
+ | No log | 7.6842 | 438 | 0.5676 | 0.5367 | 0.5676 | 0.7534 |
271
+ | No log | 7.7193 | 440 | 0.5671 | 0.5626 | 0.5671 | 0.7530 |
272
+ | No log | 7.7544 | 442 | 0.5497 | 0.5214 | 0.5497 | 0.7414 |
273
+ | No log | 7.7895 | 444 | 0.5450 | 0.5414 | 0.5450 | 0.7382 |
274
+ | No log | 7.8246 | 446 | 0.5075 | 0.6425 | 0.5075 | 0.7124 |
275
+ | No log | 7.8596 | 448 | 0.5477 | 0.5997 | 0.5477 | 0.7401 |
276
+ | No log | 7.8947 | 450 | 0.6083 | 0.5469 | 0.6083 | 0.7799 |
277
+ | No log | 7.9298 | 452 | 0.5868 | 0.5865 | 0.5868 | 0.7661 |
278
+ | No log | 7.9649 | 454 | 0.5489 | 0.6232 | 0.5489 | 0.7409 |
279
+ | No log | 8.0 | 456 | 0.5350 | 0.6149 | 0.5350 | 0.7314 |
280
+ | No log | 8.0351 | 458 | 0.5697 | 0.5194 | 0.5697 | 0.7548 |
281
+ | No log | 8.0702 | 460 | 0.5706 | 0.5128 | 0.5706 | 0.7554 |
282
+ | No log | 8.1053 | 462 | 0.5640 | 0.6139 | 0.5640 | 0.7510 |
283
+ | No log | 8.1404 | 464 | 0.5557 | 0.6315 | 0.5557 | 0.7454 |
284
+ | No log | 8.1754 | 466 | 0.5593 | 0.6100 | 0.5593 | 0.7479 |
285
+ | No log | 8.2105 | 468 | 0.5432 | 0.6080 | 0.5432 | 0.7370 |
286
+ | No log | 8.2456 | 470 | 0.5335 | 0.5972 | 0.5335 | 0.7304 |
287
+ | No log | 8.2807 | 472 | 0.5327 | 0.5873 | 0.5327 | 0.7299 |
288
+ | No log | 8.3158 | 474 | 0.5274 | 0.6145 | 0.5274 | 0.7262 |
289
+ | No log | 8.3509 | 476 | 0.5379 | 0.5576 | 0.5379 | 0.7334 |
290
+ | No log | 8.3860 | 478 | 0.5603 | 0.5616 | 0.5603 | 0.7485 |
291
+ | No log | 8.4211 | 480 | 0.5466 | 0.5858 | 0.5466 | 0.7393 |
292
+ | No log | 8.4561 | 482 | 0.5453 | 0.5633 | 0.5453 | 0.7384 |
293
+ | No log | 8.4912 | 484 | 0.5365 | 0.5703 | 0.5365 | 0.7324 |
294
+ | No log | 8.5263 | 486 | 0.5434 | 0.5159 | 0.5434 | 0.7371 |
295
+ | No log | 8.5614 | 488 | 0.5399 | 0.5218 | 0.5399 | 0.7348 |
296
+ | No log | 8.5965 | 490 | 0.5293 | 0.5919 | 0.5293 | 0.7275 |
297
+ | No log | 8.6316 | 492 | 0.5873 | 0.5543 | 0.5873 | 0.7663 |
298
+ | No log | 8.6667 | 494 | 0.6121 | 0.5162 | 0.6121 | 0.7823 |
299
+ | No log | 8.7018 | 496 | 0.5640 | 0.6022 | 0.5640 | 0.7510 |
300
+ | No log | 8.7368 | 498 | 0.5594 | 0.5476 | 0.5594 | 0.7479 |
301
+ | 0.3397 | 8.7719 | 500 | 0.6210 | 0.5075 | 0.6210 | 0.7880 |
302
+ | 0.3397 | 8.8070 | 502 | 0.6172 | 0.5249 | 0.6172 | 0.7856 |
303
+ | 0.3397 | 8.8421 | 504 | 0.5883 | 0.4990 | 0.5883 | 0.7670 |
304
+ | 0.3397 | 8.8772 | 506 | 0.5482 | 0.5590 | 0.5482 | 0.7404 |
305
+ | 0.3397 | 8.9123 | 508 | 0.5501 | 0.5831 | 0.5501 | 0.7417 |
306
+ | 0.3397 | 8.9474 | 510 | 0.5630 | 0.5699 | 0.5630 | 0.7503 |
307
+ | 0.3397 | 8.9825 | 512 | 0.5346 | 0.5790 | 0.5346 | 0.7312 |
308
+ | 0.3397 | 9.0175 | 514 | 0.5376 | 0.5626 | 0.5376 | 0.7332 |
309
+ | 0.3397 | 9.0526 | 516 | 0.5941 | 0.5263 | 0.5941 | 0.7708 |
310
+ | 0.3397 | 9.0877 | 518 | 0.6432 | 0.5109 | 0.6432 | 0.8020 |
311
+ | 0.3397 | 9.1228 | 520 | 0.5852 | 0.5281 | 0.5852 | 0.7650 |
312
+ | 0.3397 | 9.1579 | 522 | 0.5555 | 0.5396 | 0.5555 | 0.7453 |
313
+ | 0.3397 | 9.1930 | 524 | 0.5238 | 0.5415 | 0.5238 | 0.7237 |
314
+ | 0.3397 | 9.2281 | 526 | 0.5322 | 0.5487 | 0.5322 | 0.7296 |
315
+ | 0.3397 | 9.2632 | 528 | 0.5302 | 0.5396 | 0.5302 | 0.7281 |
316
+ | 0.3397 | 9.2982 | 530 | 0.5210 | 0.5311 | 0.5210 | 0.7218 |
317
+ | 0.3397 | 9.3333 | 532 | 0.5175 | 0.5205 | 0.5175 | 0.7194 |
318
+ | 0.3397 | 9.3684 | 534 | 0.5259 | 0.5250 | 0.5259 | 0.7252 |
319
+ | 0.3397 | 9.4035 | 536 | 0.5647 | 0.5053 | 0.5647 | 0.7515 |
320
+ | 0.3397 | 9.4386 | 538 | 0.6142 | 0.5448 | 0.6142 | 0.7837 |
321
+ | 0.3397 | 9.4737 | 540 | 0.6146 | 0.5351 | 0.6146 | 0.7840 |
322
+ | 0.3397 | 9.5088 | 542 | 0.6002 | 0.5351 | 0.6002 | 0.7747 |
323
+ | 0.3397 | 9.5439 | 544 | 0.5694 | 0.5176 | 0.5694 | 0.7546 |
324
+ | 0.3397 | 9.5789 | 546 | 0.5348 | 0.5030 | 0.5348 | 0.7313 |
325
+ | 0.3397 | 9.6140 | 548 | 0.5256 | 0.4923 | 0.5256 | 0.7250 |
326
+ | 0.3397 | 9.6491 | 550 | 0.5263 | 0.5155 | 0.5263 | 0.7255 |
327
+ | 0.3397 | 9.6842 | 552 | 0.5327 | 0.5756 | 0.5327 | 0.7298 |
328
+ | 0.3397 | 9.7193 | 554 | 0.5662 | 0.5200 | 0.5662 | 0.7524 |
329
+ | 0.3397 | 9.7544 | 556 | 0.5831 | 0.5474 | 0.5831 | 0.7636 |
330
+ | 0.3397 | 9.7895 | 558 | 0.5479 | 0.5637 | 0.5479 | 0.7402 |
331
+ | 0.3397 | 9.8246 | 560 | 0.5229 | 0.5088 | 0.5229 | 0.7231 |
332
+ | 0.3397 | 9.8596 | 562 | 0.5693 | 0.5195 | 0.5693 | 0.7545 |
333
+ | 0.3397 | 9.8947 | 564 | 0.5860 | 0.5357 | 0.5860 | 0.7655 |
334
+ | 0.3397 | 9.9298 | 566 | 0.5549 | 0.5442 | 0.5549 | 0.7449 |
335
+ | 0.3397 | 9.9649 | 568 | 0.5482 | 0.6003 | 0.5482 | 0.7404 |
336
+ | 0.3397 | 10.0 | 570 | 0.6294 | 0.5523 | 0.6294 | 0.7933 |
337
+ | 0.3397 | 10.0351 | 572 | 0.7071 | 0.5215 | 0.7071 | 0.8409 |
338
+ | 0.3397 | 10.0702 | 574 | 0.6636 | 0.5124 | 0.6636 | 0.8146 |
339
+ | 0.3397 | 10.1053 | 576 | 0.5781 | 0.5525 | 0.5781 | 0.7603 |
340
+ | 0.3397 | 10.1404 | 578 | 0.5612 | 0.5481 | 0.5612 | 0.7491 |
341
+ | 0.3397 | 10.1754 | 580 | 0.6054 | 0.5255 | 0.6054 | 0.7781 |
342
+ | 0.3397 | 10.2105 | 582 | 0.6069 | 0.5255 | 0.6069 | 0.7791 |
343
+ | 0.3397 | 10.2456 | 584 | 0.5714 | 0.4864 | 0.5714 | 0.7559 |
344
+ | 0.3397 | 10.2807 | 586 | 0.5403 | 0.5325 | 0.5403 | 0.7350 |
345
+ | 0.3397 | 10.3158 | 588 | 0.5763 | 0.5319 | 0.5763 | 0.7592 |
346
+ | 0.3397 | 10.3509 | 590 | 0.6368 | 0.5627 | 0.6368 | 0.7980 |
347
+ | 0.3397 | 10.3860 | 592 | 0.6454 | 0.5385 | 0.6454 | 0.8034 |
348
+ | 0.3397 | 10.4211 | 594 | 0.6133 | 0.5474 | 0.6133 | 0.7832 |
349
+ | 0.3397 | 10.4561 | 596 | 0.5742 | 0.5403 | 0.5742 | 0.7578 |
350
+ | 0.3397 | 10.4912 | 598 | 0.5713 | 0.5554 | 0.5713 | 0.7558 |
351
+ | 0.3397 | 10.5263 | 600 | 0.5695 | 0.5651 | 0.5695 | 0.7547 |
352
+ | 0.3397 | 10.5614 | 602 | 0.5768 | 0.5768 | 0.5768 | 0.7595 |
353
+ | 0.3397 | 10.5965 | 604 | 0.5729 | 0.5788 | 0.5729 | 0.7569 |
354
+ | 0.3397 | 10.6316 | 606 | 0.5627 | 0.5577 | 0.5627 | 0.7502 |
355
+ | 0.3397 | 10.6667 | 608 | 0.5486 | 0.5535 | 0.5486 | 0.7407 |
356
+ | 0.3397 | 10.7018 | 610 | 0.5429 | 0.4850 | 0.5429 | 0.7368 |
357
+ | 0.3397 | 10.7368 | 612 | 0.5484 | 0.4672 | 0.5484 | 0.7406 |
358
+ | 0.3397 | 10.7719 | 614 | 0.5505 | 0.4672 | 0.5505 | 0.7420 |
359
+ | 0.3397 | 10.8070 | 616 | 0.5516 | 0.5321 | 0.5516 | 0.7427 |
360
+ | 0.3397 | 10.8421 | 618 | 0.5583 | 0.5488 | 0.5583 | 0.7472 |
361
+ | 0.3397 | 10.8772 | 620 | 0.5680 | 0.5033 | 0.5680 | 0.7536 |
362
+ | 0.3397 | 10.9123 | 622 | 0.5885 | 0.4983 | 0.5885 | 0.7671 |
363
+ | 0.3397 | 10.9474 | 624 | 0.5953 | 0.4619 | 0.5953 | 0.7715 |
364
+ | 0.3397 | 10.9825 | 626 | 0.5785 | 0.4694 | 0.5785 | 0.7606 |
365
+ | 0.3397 | 11.0175 | 628 | 0.5621 | 0.4691 | 0.5621 | 0.7497 |
366
 
367
 
368
  ### Framework versions