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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k6_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6534
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- - Qwk: 0.5254
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- - Mse: 0.6534
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- - Rmse: 0.8084
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  ## Model description
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@@ -49,285 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0741 | 2 | 2.4986 | -0.0924 | 2.4986 | 1.5807 |
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- | No log | 0.1481 | 4 | 1.1492 | 0.1856 | 1.1492 | 1.0720 |
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- | No log | 0.2222 | 6 | 1.0818 | -0.0550 | 1.0818 | 1.0401 |
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- | No log | 0.2963 | 8 | 1.0794 | 0.0442 | 1.0794 | 1.0390 |
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- | No log | 0.3704 | 10 | 1.2113 | -0.0058 | 1.2113 | 1.1006 |
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- | No log | 0.4444 | 12 | 1.3256 | -0.0665 | 1.3256 | 1.1514 |
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- | No log | 0.5185 | 14 | 1.3889 | -0.0517 | 1.3889 | 1.1785 |
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- | No log | 0.5926 | 16 | 1.1396 | 0.1469 | 1.1396 | 1.0675 |
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- | No log | 0.6667 | 18 | 1.0366 | 0.1469 | 1.0366 | 1.0181 |
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- | No log | 0.7407 | 20 | 0.9565 | 0.2114 | 0.9565 | 0.9780 |
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- | No log | 0.8148 | 22 | 0.9161 | 0.1570 | 0.9161 | 0.9571 |
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- | No log | 0.8889 | 24 | 0.9314 | 0.1452 | 0.9314 | 0.9651 |
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- | No log | 0.9630 | 26 | 0.9039 | 0.2163 | 0.9039 | 0.9508 |
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- | No log | 1.0370 | 28 | 0.8069 | 0.2456 | 0.8069 | 0.8983 |
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- | No log | 1.1111 | 30 | 0.7905 | 0.2204 | 0.7905 | 0.8891 |
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- | No log | 1.1852 | 32 | 0.7905 | 0.2149 | 0.7905 | 0.8891 |
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- | No log | 1.2593 | 34 | 0.7946 | 0.2712 | 0.7946 | 0.8914 |
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- | No log | 1.3333 | 36 | 0.9880 | 0.1451 | 0.9880 | 0.9940 |
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- | No log | 1.4074 | 38 | 0.9193 | 0.2080 | 0.9193 | 0.9588 |
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- | No log | 1.4815 | 40 | 0.7745 | 0.2872 | 0.7745 | 0.8800 |
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- | No log | 1.5556 | 42 | 0.7203 | 0.2506 | 0.7203 | 0.8487 |
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- | No log | 1.6296 | 44 | 0.7076 | 0.1807 | 0.7076 | 0.8412 |
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- | No log | 1.7037 | 46 | 0.7031 | 0.2181 | 0.7031 | 0.8385 |
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- | No log | 1.7778 | 48 | 0.7165 | 0.1981 | 0.7165 | 0.8465 |
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- | No log | 1.8519 | 50 | 0.7222 | 0.1979 | 0.7222 | 0.8498 |
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- | No log | 1.9259 | 52 | 0.6939 | 0.3229 | 0.6939 | 0.8330 |
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- | No log | 2.0 | 54 | 0.6992 | 0.3020 | 0.6992 | 0.8362 |
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- | No log | 2.0741 | 56 | 0.7742 | 0.3359 | 0.7742 | 0.8799 |
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- | No log | 2.1481 | 58 | 0.7674 | 0.3359 | 0.7674 | 0.8760 |
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- | No log | 2.2222 | 60 | 0.7663 | 0.3530 | 0.7663 | 0.8754 |
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- | No log | 2.2963 | 62 | 0.8405 | 0.3408 | 0.8405 | 0.9168 |
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- | No log | 2.3704 | 64 | 0.9533 | 0.2456 | 0.9533 | 0.9764 |
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- | No log | 2.4444 | 66 | 0.9732 | 0.2756 | 0.9732 | 0.9865 |
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- | No log | 2.5185 | 68 | 0.8163 | 0.2825 | 0.8163 | 0.9035 |
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- | No log | 2.5926 | 70 | 0.7167 | 0.2182 | 0.7167 | 0.8466 |
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- | No log | 2.6667 | 72 | 0.7294 | 0.3445 | 0.7294 | 0.8541 |
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- | No log | 2.7407 | 74 | 0.7023 | 0.3228 | 0.7023 | 0.8380 |
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- | No log | 2.8148 | 76 | 0.6920 | 0.2607 | 0.6920 | 0.8319 |
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- | No log | 2.8889 | 78 | 0.6981 | 0.2607 | 0.6981 | 0.8356 |
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- | No log | 2.9630 | 80 | 0.6861 | 0.2145 | 0.6861 | 0.8283 |
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- | No log | 3.0370 | 82 | 0.6761 | 0.2857 | 0.6761 | 0.8223 |
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- | No log | 3.1111 | 84 | 0.6966 | 0.2857 | 0.6966 | 0.8346 |
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- | No log | 3.1852 | 86 | 0.6821 | 0.2857 | 0.6821 | 0.8259 |
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- | No log | 3.2593 | 88 | 0.6495 | 0.3323 | 0.6495 | 0.8059 |
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- | No log | 3.3333 | 90 | 0.7237 | 0.1739 | 0.7237 | 0.8507 |
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- | No log | 3.4074 | 92 | 0.8812 | 0.2813 | 0.8812 | 0.9387 |
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- | No log | 3.4815 | 94 | 0.8390 | 0.2813 | 0.8390 | 0.9160 |
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- | No log | 3.5556 | 96 | 0.7116 | 0.3590 | 0.7116 | 0.8436 |
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- | No log | 3.6296 | 98 | 0.6633 | 0.3474 | 0.6633 | 0.8145 |
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- | No log | 3.7037 | 100 | 0.7756 | 0.3167 | 0.7756 | 0.8807 |
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- | No log | 3.7778 | 102 | 0.8524 | 0.4432 | 0.8524 | 0.9233 |
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- | No log | 3.8519 | 104 | 0.7608 | 0.4112 | 0.7608 | 0.8723 |
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- | No log | 3.9259 | 106 | 0.6092 | 0.3836 | 0.6092 | 0.7805 |
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- | No log | 4.0 | 108 | 0.6286 | 0.3780 | 0.6286 | 0.7928 |
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- | No log | 4.0741 | 110 | 0.6629 | 0.2979 | 0.6629 | 0.8142 |
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- | No log | 4.1481 | 112 | 0.7605 | 0.1959 | 0.7605 | 0.8721 |
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- | No log | 4.2222 | 114 | 0.8835 | 0.2787 | 0.8835 | 0.9400 |
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- | No log | 4.2963 | 116 | 0.8628 | 0.3361 | 0.8628 | 0.9289 |
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- | No log | 4.3704 | 118 | 0.7693 | 0.3216 | 0.7693 | 0.8771 |
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- | No log | 4.4444 | 120 | 0.6808 | 0.2857 | 0.6808 | 0.8251 |
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- | No log | 4.5185 | 122 | 0.6235 | 0.3258 | 0.6235 | 0.7896 |
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- | No log | 4.5926 | 124 | 0.6641 | 0.4124 | 0.6641 | 0.8149 |
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- | No log | 4.6667 | 126 | 0.7144 | 0.4997 | 0.7144 | 0.8452 |
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- | No log | 4.7407 | 128 | 0.6978 | 0.4769 | 0.6978 | 0.8353 |
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- | No log | 4.8148 | 130 | 0.6561 | 0.4774 | 0.6561 | 0.8100 |
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- | No log | 4.8889 | 132 | 0.6440 | 0.3833 | 0.6440 | 0.8025 |
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- | No log | 4.9630 | 134 | 0.8176 | 0.3676 | 0.8176 | 0.9042 |
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- | No log | 5.0370 | 136 | 1.1016 | 0.2702 | 1.1016 | 1.0496 |
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- | No log | 5.1111 | 138 | 1.0484 | 0.2604 | 1.0484 | 1.0239 |
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- | No log | 5.1852 | 140 | 0.7892 | 0.3373 | 0.7892 | 0.8884 |
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- | No log | 5.2593 | 142 | 0.6335 | 0.3754 | 0.6335 | 0.7960 |
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- | No log | 5.3333 | 144 | 0.7057 | 0.4618 | 0.7057 | 0.8400 |
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- | No log | 5.4074 | 146 | 0.8194 | 0.3604 | 0.8194 | 0.9052 |
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- | No log | 5.4815 | 148 | 0.8048 | 0.3844 | 0.8048 | 0.8971 |
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- | No log | 5.5556 | 150 | 0.6955 | 0.4352 | 0.6955 | 0.8340 |
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- | No log | 5.6296 | 152 | 0.6304 | 0.3530 | 0.6304 | 0.7940 |
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- | No log | 5.7037 | 154 | 0.7483 | 0.3547 | 0.7483 | 0.8650 |
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- | No log | 5.7778 | 156 | 0.8251 | 0.3825 | 0.8251 | 0.9084 |
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- | No log | 5.8519 | 158 | 0.7427 | 0.3986 | 0.7427 | 0.8618 |
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- | No log | 5.9259 | 160 | 0.6369 | 0.3396 | 0.6369 | 0.7981 |
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- | No log | 6.0 | 162 | 0.6091 | 0.3580 | 0.6091 | 0.7804 |
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- | No log | 6.0741 | 164 | 0.6288 | 0.3836 | 0.6288 | 0.7930 |
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- | No log | 6.1481 | 166 | 0.6447 | 0.4027 | 0.6447 | 0.8029 |
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- | No log | 6.2222 | 168 | 0.6446 | 0.4147 | 0.6446 | 0.8029 |
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- | No log | 6.2963 | 170 | 0.6527 | 0.4314 | 0.6527 | 0.8079 |
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- | No log | 6.3704 | 172 | 0.6597 | 0.4157 | 0.6597 | 0.8122 |
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- | No log | 6.4444 | 174 | 0.6194 | 0.4397 | 0.6194 | 0.7870 |
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- | No log | 6.5185 | 176 | 0.6011 | 0.4027 | 0.6011 | 0.7753 |
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- | No log | 6.5926 | 178 | 0.6465 | 0.3566 | 0.6465 | 0.8041 |
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- | No log | 6.6667 | 180 | 0.6837 | 0.4037 | 0.6837 | 0.8268 |
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- | No log | 6.7407 | 182 | 0.6994 | 0.3695 | 0.6994 | 0.8363 |
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- | No log | 6.8148 | 184 | 0.6349 | 0.4200 | 0.6349 | 0.7968 |
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- | No log | 6.8889 | 186 | 0.6114 | 0.4091 | 0.6114 | 0.7819 |
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- | No log | 6.9630 | 188 | 0.6327 | 0.4788 | 0.6327 | 0.7954 |
146
- | No log | 7.0370 | 190 | 0.6438 | 0.4622 | 0.6438 | 0.8023 |
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- | No log | 7.1111 | 192 | 0.6467 | 0.4393 | 0.6467 | 0.8042 |
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- | No log | 7.1852 | 194 | 0.6156 | 0.4397 | 0.6156 | 0.7846 |
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- | No log | 7.2593 | 196 | 0.6118 | 0.4027 | 0.6118 | 0.7822 |
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- | No log | 7.3333 | 198 | 0.6222 | 0.3995 | 0.6222 | 0.7888 |
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- | No log | 7.4074 | 200 | 0.6498 | 0.3373 | 0.6498 | 0.8061 |
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- | No log | 7.4815 | 202 | 0.6324 | 0.3859 | 0.6324 | 0.7952 |
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- | No log | 7.5556 | 204 | 0.6179 | 0.5411 | 0.6179 | 0.7860 |
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- | No log | 7.6296 | 206 | 0.7482 | 0.4837 | 0.7482 | 0.8650 |
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- | No log | 7.7037 | 208 | 0.9337 | 0.3094 | 0.9337 | 0.9663 |
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- | No log | 7.7778 | 210 | 0.8671 | 0.3333 | 0.8671 | 0.9312 |
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- | No log | 7.8519 | 212 | 0.7100 | 0.4550 | 0.7100 | 0.8426 |
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- | No log | 7.9259 | 214 | 0.6247 | 0.5256 | 0.6247 | 0.7904 |
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- | No log | 8.0 | 216 | 0.5923 | 0.4738 | 0.5923 | 0.7696 |
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- | No log | 8.0741 | 218 | 0.6256 | 0.5184 | 0.6256 | 0.7910 |
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- | No log | 8.1481 | 220 | 0.7461 | 0.4476 | 0.7461 | 0.8637 |
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- | No log | 8.2222 | 222 | 0.7909 | 0.4430 | 0.7909 | 0.8893 |
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- | No log | 8.2963 | 224 | 0.7130 | 0.5231 | 0.7130 | 0.8444 |
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- | No log | 8.3704 | 226 | 0.6563 | 0.5179 | 0.6563 | 0.8101 |
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- | No log | 8.4444 | 228 | 0.5965 | 0.5170 | 0.5965 | 0.7723 |
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- | No log | 8.5185 | 230 | 0.5841 | 0.5678 | 0.5841 | 0.7643 |
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- | No log | 8.5926 | 232 | 0.6381 | 0.5528 | 0.6381 | 0.7988 |
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- | No log | 8.6667 | 234 | 0.5711 | 0.4386 | 0.5711 | 0.7557 |
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- | No log | 8.7407 | 236 | 0.5661 | 0.4837 | 0.5661 | 0.7524 |
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- | No log | 8.8148 | 238 | 0.6068 | 0.4393 | 0.6068 | 0.7790 |
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- | No log | 8.8889 | 240 | 0.6384 | 0.4845 | 0.6384 | 0.7990 |
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- | No log | 8.9630 | 242 | 0.6978 | 0.4845 | 0.6978 | 0.8354 |
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- | No log | 9.0370 | 244 | 0.7474 | 0.4684 | 0.7474 | 0.8645 |
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- | No log | 9.1111 | 246 | 0.6859 | 0.4845 | 0.6859 | 0.8282 |
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- | No log | 9.1852 | 248 | 0.6079 | 0.4413 | 0.6079 | 0.7797 |
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- | No log | 9.2593 | 250 | 0.6019 | 0.4505 | 0.6019 | 0.7758 |
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- | No log | 9.3333 | 252 | 0.6126 | 0.5190 | 0.6126 | 0.7827 |
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- | No log | 9.4074 | 254 | 0.6082 | 0.4735 | 0.6082 | 0.7799 |
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- | No log | 9.4815 | 256 | 0.6293 | 0.5032 | 0.6293 | 0.7933 |
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- | No log | 9.5556 | 258 | 0.7107 | 0.4980 | 0.7107 | 0.8430 |
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- | No log | 9.6296 | 260 | 0.7482 | 0.4556 | 0.7482 | 0.8650 |
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- | No log | 9.7037 | 262 | 0.6611 | 0.4628 | 0.6611 | 0.8131 |
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- | No log | 9.7778 | 264 | 0.5669 | 0.5559 | 0.5669 | 0.7529 |
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- | No log | 9.8519 | 266 | 0.5529 | 0.5434 | 0.5529 | 0.7436 |
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- | No log | 9.9259 | 268 | 0.5685 | 0.5222 | 0.5685 | 0.7540 |
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- | No log | 10.0 | 270 | 0.5938 | 0.4740 | 0.5938 | 0.7706 |
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- | No log | 10.0741 | 272 | 0.6174 | 0.5081 | 0.6174 | 0.7857 |
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- | No log | 10.1481 | 274 | 0.6209 | 0.5081 | 0.6209 | 0.7880 |
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- | No log | 10.2222 | 276 | 0.5985 | 0.4504 | 0.5985 | 0.7736 |
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- | No log | 10.2963 | 278 | 0.5819 | 0.4624 | 0.5819 | 0.7628 |
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- | No log | 10.3704 | 280 | 0.6051 | 0.4698 | 0.6051 | 0.7779 |
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- | No log | 10.4444 | 282 | 0.6192 | 0.4624 | 0.6192 | 0.7869 |
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- | No log | 10.5185 | 284 | 0.6481 | 0.4504 | 0.6481 | 0.8050 |
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- | No log | 10.5926 | 286 | 0.6611 | 0.4587 | 0.6611 | 0.8131 |
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- | No log | 10.6667 | 288 | 0.6627 | 0.4737 | 0.6627 | 0.8141 |
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- | No log | 10.7407 | 290 | 0.6311 | 0.4681 | 0.6311 | 0.7944 |
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- | No log | 10.8148 | 292 | 0.5850 | 0.4700 | 0.5850 | 0.7649 |
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- | No log | 10.8889 | 294 | 0.5782 | 0.4484 | 0.5782 | 0.7604 |
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- | No log | 10.9630 | 296 | 0.5837 | 0.4484 | 0.5837 | 0.7640 |
200
- | No log | 11.0370 | 298 | 0.5964 | 0.4949 | 0.5964 | 0.7722 |
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- | No log | 11.1111 | 300 | 0.6559 | 0.4622 | 0.6559 | 0.8099 |
202
- | No log | 11.1852 | 302 | 0.7404 | 0.4218 | 0.7404 | 0.8604 |
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- | No log | 11.2593 | 304 | 0.8008 | 0.4315 | 0.8008 | 0.8949 |
204
- | No log | 11.3333 | 306 | 0.8044 | 0.4315 | 0.8044 | 0.8969 |
205
- | No log | 11.4074 | 308 | 0.7510 | 0.4085 | 0.7510 | 0.8666 |
206
- | No log | 11.4815 | 310 | 0.7077 | 0.4094 | 0.7077 | 0.8412 |
207
- | No log | 11.5556 | 312 | 0.7014 | 0.3518 | 0.7014 | 0.8375 |
208
- | No log | 11.6296 | 314 | 0.7012 | 0.4058 | 0.7012 | 0.8374 |
209
- | No log | 11.7037 | 316 | 0.6980 | 0.3724 | 0.6980 | 0.8355 |
210
- | No log | 11.7778 | 318 | 0.8483 | 0.4684 | 0.8483 | 0.9211 |
211
- | No log | 11.8519 | 320 | 1.0402 | 0.4040 | 1.0402 | 1.0199 |
212
- | No log | 11.9259 | 322 | 1.0794 | 0.3347 | 1.0794 | 1.0389 |
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- | No log | 12.0 | 324 | 1.0302 | 0.3347 | 1.0302 | 1.0150 |
214
- | No log | 12.0741 | 326 | 0.9542 | 0.4149 | 0.9542 | 0.9768 |
215
- | No log | 12.1481 | 328 | 0.7926 | 0.5339 | 0.7926 | 0.8903 |
216
- | No log | 12.2222 | 330 | 0.6559 | 0.5164 | 0.6559 | 0.8099 |
217
- | No log | 12.2963 | 332 | 0.6202 | 0.4488 | 0.6202 | 0.7875 |
218
- | No log | 12.3704 | 334 | 0.6486 | 0.4618 | 0.6486 | 0.8053 |
219
- | No log | 12.4444 | 336 | 0.6437 | 0.4841 | 0.6437 | 0.8023 |
220
- | No log | 12.5185 | 338 | 0.6109 | 0.5067 | 0.6109 | 0.7816 |
221
- | No log | 12.5926 | 340 | 0.6341 | 0.5334 | 0.6341 | 0.7963 |
222
- | No log | 12.6667 | 342 | 0.6674 | 0.5538 | 0.6674 | 0.8169 |
223
- | No log | 12.7407 | 344 | 0.6475 | 0.5658 | 0.6475 | 0.8047 |
224
- | No log | 12.8148 | 346 | 0.6762 | 0.5204 | 0.6762 | 0.8223 |
225
- | No log | 12.8889 | 348 | 0.6917 | 0.5133 | 0.6917 | 0.8317 |
226
- | No log | 12.9630 | 350 | 0.7243 | 0.4836 | 0.7243 | 0.8511 |
227
- | No log | 13.0370 | 352 | 0.8373 | 0.4667 | 0.8373 | 0.9150 |
228
- | No log | 13.1111 | 354 | 0.8840 | 0.4183 | 0.8840 | 0.9402 |
229
- | No log | 13.1852 | 356 | 0.8461 | 0.4683 | 0.8461 | 0.9198 |
230
- | No log | 13.2593 | 358 | 0.7745 | 0.4887 | 0.7745 | 0.8801 |
231
- | No log | 13.3333 | 360 | 0.6859 | 0.4898 | 0.6859 | 0.8282 |
232
- | No log | 13.4074 | 362 | 0.6085 | 0.4684 | 0.6085 | 0.7801 |
233
- | No log | 13.4815 | 364 | 0.5940 | 0.4534 | 0.5940 | 0.7707 |
234
- | No log | 13.5556 | 366 | 0.5812 | 0.5324 | 0.5812 | 0.7624 |
235
- | No log | 13.6296 | 368 | 0.5957 | 0.5157 | 0.5957 | 0.7718 |
236
- | No log | 13.7037 | 370 | 0.6026 | 0.5157 | 0.6026 | 0.7763 |
237
- | No log | 13.7778 | 372 | 0.6127 | 0.5239 | 0.6127 | 0.7828 |
238
- | No log | 13.8519 | 374 | 0.6049 | 0.5708 | 0.6049 | 0.7777 |
239
- | No log | 13.9259 | 376 | 0.5906 | 0.5653 | 0.5906 | 0.7685 |
240
- | No log | 14.0 | 378 | 0.5722 | 0.5668 | 0.5722 | 0.7564 |
241
- | No log | 14.0741 | 380 | 0.5518 | 0.5533 | 0.5518 | 0.7429 |
242
- | No log | 14.1481 | 382 | 0.5486 | 0.5533 | 0.5486 | 0.7407 |
243
- | No log | 14.2222 | 384 | 0.5502 | 0.5533 | 0.5502 | 0.7417 |
244
- | No log | 14.2963 | 386 | 0.5467 | 0.4831 | 0.5467 | 0.7394 |
245
- | No log | 14.3704 | 388 | 0.5466 | 0.5533 | 0.5466 | 0.7393 |
246
- | No log | 14.4444 | 390 | 0.5614 | 0.5123 | 0.5614 | 0.7493 |
247
- | No log | 14.5185 | 392 | 0.5598 | 0.5362 | 0.5598 | 0.7482 |
248
- | No log | 14.5926 | 394 | 0.5746 | 0.4562 | 0.5746 | 0.7580 |
249
- | No log | 14.6667 | 396 | 0.5610 | 0.5362 | 0.5610 | 0.7490 |
250
- | No log | 14.7407 | 398 | 0.5454 | 0.4681 | 0.5454 | 0.7385 |
251
- | No log | 14.8148 | 400 | 0.5589 | 0.4590 | 0.5589 | 0.7476 |
252
- | No log | 14.8889 | 402 | 0.5541 | 0.4505 | 0.5541 | 0.7444 |
253
- | No log | 14.9630 | 404 | 0.5571 | 0.5095 | 0.5571 | 0.7464 |
254
- | No log | 15.0370 | 406 | 0.5704 | 0.5232 | 0.5704 | 0.7553 |
255
- | No log | 15.1111 | 408 | 0.5957 | 0.4966 | 0.5957 | 0.7718 |
256
- | No log | 15.1852 | 410 | 0.6102 | 0.4661 | 0.6102 | 0.7811 |
257
- | No log | 15.2593 | 412 | 0.6172 | 0.4740 | 0.6172 | 0.7856 |
258
- | No log | 15.3333 | 414 | 0.6161 | 0.4968 | 0.6161 | 0.7849 |
259
- | No log | 15.4074 | 416 | 0.6293 | 0.4872 | 0.6293 | 0.7933 |
260
- | No log | 15.4815 | 418 | 0.6291 | 0.4872 | 0.6291 | 0.7931 |
261
- | No log | 15.5556 | 420 | 0.6318 | 0.4872 | 0.6318 | 0.7949 |
262
- | No log | 15.6296 | 422 | 0.6332 | 0.5098 | 0.6332 | 0.7957 |
263
- | No log | 15.7037 | 424 | 0.6137 | 0.4819 | 0.6137 | 0.7834 |
264
- | No log | 15.7778 | 426 | 0.6253 | 0.4819 | 0.6253 | 0.7907 |
265
- | No log | 15.8519 | 428 | 0.6465 | 0.5015 | 0.6465 | 0.8041 |
266
- | No log | 15.9259 | 430 | 0.7223 | 0.4574 | 0.7223 | 0.8499 |
267
- | No log | 16.0 | 432 | 0.8059 | 0.5132 | 0.8059 | 0.8977 |
268
- | No log | 16.0741 | 434 | 0.7865 | 0.4952 | 0.7865 | 0.8869 |
269
- | No log | 16.1481 | 436 | 0.7463 | 0.4648 | 0.7463 | 0.8639 |
270
- | No log | 16.2222 | 438 | 0.7094 | 0.5133 | 0.7094 | 0.8423 |
271
- | No log | 16.2963 | 440 | 0.7284 | 0.5170 | 0.7284 | 0.8535 |
272
- | No log | 16.3704 | 442 | 0.6975 | 0.4920 | 0.6975 | 0.8352 |
273
- | No log | 16.4444 | 444 | 0.6335 | 0.4968 | 0.6335 | 0.7959 |
274
- | No log | 16.5185 | 446 | 0.6028 | 0.5150 | 0.6028 | 0.7764 |
275
- | No log | 16.5926 | 448 | 0.5984 | 0.4659 | 0.5984 | 0.7736 |
276
- | No log | 16.6667 | 450 | 0.6032 | 0.4719 | 0.6032 | 0.7767 |
277
- | No log | 16.7407 | 452 | 0.6150 | 0.4777 | 0.6150 | 0.7842 |
278
- | No log | 16.8148 | 454 | 0.6418 | 0.5308 | 0.6418 | 0.8011 |
279
- | No log | 16.8889 | 456 | 0.6786 | 0.5342 | 0.6786 | 0.8237 |
280
- | No log | 16.9630 | 458 | 0.7543 | 0.5155 | 0.7543 | 0.8685 |
281
- | No log | 17.0370 | 460 | 0.7696 | 0.5155 | 0.7696 | 0.8773 |
282
- | No log | 17.1111 | 462 | 0.6670 | 0.5726 | 0.6670 | 0.8167 |
283
- | No log | 17.1852 | 464 | 0.5919 | 0.5528 | 0.5919 | 0.7694 |
284
- | No log | 17.2593 | 466 | 0.5721 | 0.4640 | 0.5721 | 0.7564 |
285
- | No log | 17.3333 | 468 | 0.5726 | 0.4919 | 0.5726 | 0.7567 |
286
- | No log | 17.4074 | 470 | 0.5756 | 0.4596 | 0.5756 | 0.7587 |
287
- | No log | 17.4815 | 472 | 0.5960 | 0.4964 | 0.5960 | 0.7720 |
288
- | No log | 17.5556 | 474 | 0.6420 | 0.5063 | 0.6420 | 0.8012 |
289
- | No log | 17.6296 | 476 | 0.6805 | 0.4827 | 0.6805 | 0.8249 |
290
- | No log | 17.7037 | 478 | 0.6909 | 0.4979 | 0.6909 | 0.8312 |
291
- | No log | 17.7778 | 480 | 0.6666 | 0.5063 | 0.6666 | 0.8165 |
292
- | No log | 17.8519 | 482 | 0.6002 | 0.5177 | 0.6002 | 0.7748 |
293
- | No log | 17.9259 | 484 | 0.5672 | 0.5362 | 0.5672 | 0.7532 |
294
- | No log | 18.0 | 486 | 0.5502 | 0.4789 | 0.5502 | 0.7417 |
295
- | No log | 18.0741 | 488 | 0.5568 | 0.5301 | 0.5568 | 0.7462 |
296
- | No log | 18.1481 | 490 | 0.5659 | 0.5509 | 0.5659 | 0.7523 |
297
- | No log | 18.2222 | 492 | 0.5624 | 0.5509 | 0.5624 | 0.7499 |
298
- | No log | 18.2963 | 494 | 0.5549 | 0.5383 | 0.5549 | 0.7449 |
299
- | No log | 18.3704 | 496 | 0.5663 | 0.5503 | 0.5663 | 0.7525 |
300
- | No log | 18.4444 | 498 | 0.5792 | 0.5411 | 0.5792 | 0.7611 |
301
- | 0.3356 | 18.5185 | 500 | 0.5968 | 0.5254 | 0.5968 | 0.7726 |
302
- | 0.3356 | 18.5926 | 502 | 0.6268 | 0.4513 | 0.6268 | 0.7917 |
303
- | 0.3356 | 18.6667 | 504 | 0.6170 | 0.4769 | 0.6170 | 0.7855 |
304
- | 0.3356 | 18.7407 | 506 | 0.6012 | 0.5016 | 0.6012 | 0.7754 |
305
- | 0.3356 | 18.8148 | 508 | 0.5776 | 0.5485 | 0.5776 | 0.7600 |
306
- | 0.3356 | 18.8889 | 510 | 0.5614 | 0.5476 | 0.5614 | 0.7493 |
307
- | 0.3356 | 18.9630 | 512 | 0.5803 | 0.4490 | 0.5803 | 0.7617 |
308
- | 0.3356 | 19.0370 | 514 | 0.6021 | 0.5013 | 0.6021 | 0.7760 |
309
- | 0.3356 | 19.1111 | 516 | 0.6147 | 0.5497 | 0.6147 | 0.7840 |
310
- | 0.3356 | 19.1852 | 518 | 0.6174 | 0.5018 | 0.6174 | 0.7857 |
311
- | 0.3356 | 19.2593 | 520 | 0.6430 | 0.5060 | 0.6430 | 0.8019 |
312
- | 0.3356 | 19.3333 | 522 | 0.7021 | 0.4779 | 0.7021 | 0.8379 |
313
- | 0.3356 | 19.4074 | 524 | 0.8075 | 0.5336 | 0.8075 | 0.8986 |
314
- | 0.3356 | 19.4815 | 526 | 0.7973 | 0.5377 | 0.7973 | 0.8929 |
315
- | 0.3356 | 19.5556 | 528 | 0.7069 | 0.5185 | 0.7069 | 0.8408 |
316
- | 0.3356 | 19.6296 | 530 | 0.6609 | 0.5668 | 0.6609 | 0.8129 |
317
- | 0.3356 | 19.7037 | 532 | 0.6384 | 0.5134 | 0.6384 | 0.7990 |
318
- | 0.3356 | 19.7778 | 534 | 0.6457 | 0.5195 | 0.6457 | 0.8035 |
319
- | 0.3356 | 19.8519 | 536 | 0.6863 | 0.5687 | 0.6863 | 0.8284 |
320
- | 0.3356 | 19.9259 | 538 | 0.7094 | 0.5524 | 0.7094 | 0.8423 |
321
- | 0.3356 | 20.0 | 540 | 0.6941 | 0.5553 | 0.6941 | 0.8332 |
322
- | 0.3356 | 20.0741 | 542 | 0.6334 | 0.5653 | 0.6334 | 0.7958 |
323
- | 0.3356 | 20.1481 | 544 | 0.6120 | 0.5473 | 0.6120 | 0.7823 |
324
- | 0.3356 | 20.2222 | 546 | 0.6096 | 0.5115 | 0.6096 | 0.7807 |
325
- | 0.3356 | 20.2963 | 548 | 0.6168 | 0.5272 | 0.6168 | 0.7854 |
326
- | 0.3356 | 20.3704 | 550 | 0.6122 | 0.4763 | 0.6122 | 0.7824 |
327
- | 0.3356 | 20.4444 | 552 | 0.6198 | 0.4006 | 0.6198 | 0.7873 |
328
- | 0.3356 | 20.5185 | 554 | 0.6294 | 0.4763 | 0.6294 | 0.7933 |
329
- | 0.3356 | 20.5926 | 556 | 0.6530 | 0.5254 | 0.6530 | 0.8081 |
330
- | 0.3356 | 20.6667 | 558 | 0.6534 | 0.5254 | 0.6534 | 0.8084 |
331
 
332
 
333
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k6_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k6_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5184
19
+ - Qwk: 0.5422
20
+ - Mse: 0.5184
21
+ - Rmse: 0.7200
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0645 | 2 | 2.6274 | -0.1213 | 2.6274 | 1.6209 |
53
+ | No log | 0.1290 | 4 | 1.4390 | 0.0126 | 1.4390 | 1.1996 |
54
+ | No log | 0.1935 | 6 | 0.8039 | 0.0049 | 0.8039 | 0.8966 |
55
+ | No log | 0.2581 | 8 | 0.8160 | 0.2027 | 0.8160 | 0.9033 |
56
+ | No log | 0.3226 | 10 | 0.9106 | 0.2463 | 0.9106 | 0.9543 |
57
+ | No log | 0.3871 | 12 | 0.6861 | 0.2604 | 0.6861 | 0.8283 |
58
+ | No log | 0.4516 | 14 | 0.7781 | 0.3509 | 0.7781 | 0.8821 |
59
+ | No log | 0.5161 | 16 | 0.7994 | 0.3777 | 0.7994 | 0.8941 |
60
+ | No log | 0.5806 | 18 | 0.5626 | 0.4494 | 0.5626 | 0.7501 |
61
+ | No log | 0.6452 | 20 | 0.5566 | 0.4384 | 0.5566 | 0.7460 |
62
+ | No log | 0.7097 | 22 | 0.6730 | 0.3484 | 0.6730 | 0.8204 |
63
+ | No log | 0.7742 | 24 | 0.8019 | 0.3385 | 0.8019 | 0.8955 |
64
+ | No log | 0.8387 | 26 | 0.7233 | 0.3708 | 0.7233 | 0.8505 |
65
+ | No log | 0.9032 | 28 | 0.6045 | 0.1673 | 0.6045 | 0.7775 |
66
+ | No log | 0.9677 | 30 | 0.6588 | 0.2368 | 0.6588 | 0.8117 |
67
+ | No log | 1.0323 | 32 | 0.9363 | 0.3521 | 0.9363 | 0.9676 |
68
+ | No log | 1.0968 | 34 | 1.2156 | 0.2141 | 1.2156 | 1.1025 |
69
+ | No log | 1.1613 | 36 | 1.2252 | 0.2141 | 1.2252 | 1.1069 |
70
+ | No log | 1.2258 | 38 | 0.9554 | 0.2988 | 0.9554 | 0.9774 |
71
+ | No log | 1.2903 | 40 | 0.6445 | 0.1923 | 0.6445 | 0.8028 |
72
+ | No log | 1.3548 | 42 | 0.6431 | 0.3387 | 0.6431 | 0.8020 |
73
+ | No log | 1.4194 | 44 | 0.6238 | 0.3387 | 0.6238 | 0.7898 |
74
+ | No log | 1.4839 | 46 | 0.5820 | 0.1604 | 0.5820 | 0.7629 |
75
+ | No log | 1.5484 | 48 | 0.5730 | 0.2002 | 0.5730 | 0.7570 |
76
+ | No log | 1.6129 | 50 | 0.6179 | 0.2459 | 0.6179 | 0.7861 |
77
+ | No log | 1.6774 | 52 | 0.6857 | 0.3311 | 0.6857 | 0.8281 |
78
+ | No log | 1.7419 | 54 | 0.6992 | 0.3851 | 0.6992 | 0.8362 |
79
+ | No log | 1.8065 | 56 | 0.7401 | 0.3754 | 0.7401 | 0.8603 |
80
+ | No log | 1.8710 | 58 | 0.5727 | 0.4174 | 0.5727 | 0.7568 |
81
+ | No log | 1.9355 | 60 | 0.5193 | 0.4891 | 0.5193 | 0.7206 |
82
+ | No log | 2.0 | 62 | 0.5320 | 0.4150 | 0.5320 | 0.7294 |
83
+ | No log | 2.0645 | 64 | 0.6359 | 0.4258 | 0.6359 | 0.7974 |
84
+ | No log | 2.1290 | 66 | 0.7665 | 0.4818 | 0.7665 | 0.8755 |
85
+ | No log | 2.1935 | 68 | 0.6284 | 0.3683 | 0.6284 | 0.7927 |
86
+ | No log | 2.2581 | 70 | 0.5022 | 0.5223 | 0.5022 | 0.7087 |
87
+ | No log | 2.3226 | 72 | 0.5351 | 0.4704 | 0.5351 | 0.7315 |
88
+ | No log | 2.3871 | 74 | 0.5107 | 0.4795 | 0.5107 | 0.7146 |
89
+ | No log | 2.4516 | 76 | 0.5048 | 0.5223 | 0.5048 | 0.7105 |
90
+ | No log | 2.5161 | 78 | 0.5544 | 0.4150 | 0.5544 | 0.7446 |
91
+ | No log | 2.5806 | 80 | 0.5670 | 0.4092 | 0.5670 | 0.7530 |
92
+ | No log | 2.6452 | 82 | 0.4917 | 0.5348 | 0.4917 | 0.7012 |
93
+ | No log | 2.7097 | 84 | 0.5004 | 0.5819 | 0.5004 | 0.7074 |
94
+ | No log | 2.7742 | 86 | 0.4824 | 0.5710 | 0.4824 | 0.6945 |
95
+ | No log | 2.8387 | 88 | 0.4902 | 0.5028 | 0.4902 | 0.7001 |
96
+ | No log | 2.9032 | 90 | 0.5914 | 0.4747 | 0.5914 | 0.7690 |
97
+ | No log | 2.9677 | 92 | 0.6024 | 0.4747 | 0.6024 | 0.7761 |
98
+ | No log | 3.0323 | 94 | 0.4884 | 0.5571 | 0.4884 | 0.6989 |
99
+ | No log | 3.0968 | 96 | 0.4887 | 0.6370 | 0.4887 | 0.6991 |
100
+ | No log | 3.1613 | 98 | 0.5895 | 0.3976 | 0.5895 | 0.7678 |
101
+ | No log | 3.2258 | 100 | 0.7712 | 0.3019 | 0.7712 | 0.8782 |
102
+ | No log | 3.2903 | 102 | 0.7119 | 0.3849 | 0.7119 | 0.8437 |
103
+ | No log | 3.3548 | 104 | 0.5641 | 0.5208 | 0.5641 | 0.7511 |
104
+ | No log | 3.4194 | 106 | 0.5163 | 0.6154 | 0.5163 | 0.7186 |
105
+ | No log | 3.4839 | 108 | 0.5071 | 0.6555 | 0.5071 | 0.7121 |
106
+ | No log | 3.5484 | 110 | 0.5313 | 0.5841 | 0.5313 | 0.7289 |
107
+ | No log | 3.6129 | 112 | 0.5823 | 0.5378 | 0.5823 | 0.7631 |
108
+ | No log | 3.6774 | 114 | 0.5746 | 0.5378 | 0.5746 | 0.7580 |
109
+ | No log | 3.7419 | 116 | 0.5022 | 0.6223 | 0.5022 | 0.7087 |
110
+ | No log | 3.8065 | 118 | 0.4686 | 0.5476 | 0.4686 | 0.6845 |
111
+ | No log | 3.8710 | 120 | 0.4720 | 0.5389 | 0.4720 | 0.6870 |
112
+ | No log | 3.9355 | 122 | 0.4960 | 0.6114 | 0.4960 | 0.7043 |
113
+ | No log | 4.0 | 124 | 0.6733 | 0.4651 | 0.6733 | 0.8206 |
114
+ | No log | 4.0645 | 126 | 0.6407 | 0.4811 | 0.6407 | 0.8004 |
115
+ | No log | 4.1290 | 128 | 0.4941 | 0.5999 | 0.4941 | 0.7030 |
116
+ | No log | 4.1935 | 130 | 0.4846 | 0.5677 | 0.4846 | 0.6961 |
117
+ | No log | 4.2581 | 132 | 0.5008 | 0.5627 | 0.5008 | 0.7077 |
118
+ | No log | 4.3226 | 134 | 0.6628 | 0.5017 | 0.6628 | 0.8141 |
119
+ | No log | 4.3871 | 136 | 0.9793 | 0.3535 | 0.9793 | 0.9896 |
120
+ | No log | 4.4516 | 138 | 0.9326 | 0.3599 | 0.9326 | 0.9657 |
121
+ | No log | 4.5161 | 140 | 0.6443 | 0.5579 | 0.6443 | 0.8027 |
122
+ | No log | 4.5806 | 142 | 0.5303 | 0.5653 | 0.5303 | 0.7282 |
123
+ | No log | 4.6452 | 144 | 0.5453 | 0.5445 | 0.5453 | 0.7385 |
124
+ | No log | 4.7097 | 146 | 0.5132 | 0.4984 | 0.5132 | 0.7164 |
125
+ | No log | 4.7742 | 148 | 0.5286 | 0.5265 | 0.5286 | 0.7270 |
126
+ | No log | 4.8387 | 150 | 0.7169 | 0.3381 | 0.7169 | 0.8467 |
127
+ | No log | 4.9032 | 152 | 0.8434 | 0.3410 | 0.8434 | 0.9183 |
128
+ | No log | 4.9677 | 154 | 0.7615 | 0.4906 | 0.7615 | 0.8726 |
129
+ | No log | 5.0323 | 156 | 0.5764 | 0.5031 | 0.5764 | 0.7592 |
130
+ | No log | 5.0968 | 158 | 0.5440 | 0.5291 | 0.5440 | 0.7376 |
131
+ | No log | 5.1613 | 160 | 0.6671 | 0.4893 | 0.6671 | 0.8168 |
132
+ | No log | 5.2258 | 162 | 0.6572 | 0.5204 | 0.6572 | 0.8107 |
133
+ | No log | 5.2903 | 164 | 0.5572 | 0.5273 | 0.5572 | 0.7464 |
134
+ | No log | 5.3548 | 166 | 0.5828 | 0.4811 | 0.5828 | 0.7634 |
135
+ | No log | 5.4194 | 168 | 0.6298 | 0.4874 | 0.6298 | 0.7936 |
136
+ | No log | 5.4839 | 170 | 0.5932 | 0.4672 | 0.5932 | 0.7702 |
137
+ | No log | 5.5484 | 172 | 0.5101 | 0.5970 | 0.5101 | 0.7142 |
138
+ | No log | 5.6129 | 174 | 0.5773 | 0.4664 | 0.5773 | 0.7598 |
139
+ | No log | 5.6774 | 176 | 0.6818 | 0.3991 | 0.6818 | 0.8257 |
140
+ | No log | 5.7419 | 178 | 0.6583 | 0.3991 | 0.6583 | 0.8113 |
141
+ | No log | 5.8065 | 180 | 0.5377 | 0.4352 | 0.5377 | 0.7333 |
142
+ | No log | 5.8710 | 182 | 0.5152 | 0.5152 | 0.5152 | 0.7178 |
143
+ | No log | 5.9355 | 184 | 0.7497 | 0.4364 | 0.7497 | 0.8659 |
144
+ | No log | 6.0 | 186 | 0.8610 | 0.2975 | 0.8610 | 0.9279 |
145
+ | No log | 6.0645 | 188 | 0.7735 | 0.4867 | 0.7735 | 0.8795 |
146
+ | No log | 6.1290 | 190 | 0.5405 | 0.6017 | 0.5405 | 0.7352 |
147
+ | No log | 6.1935 | 192 | 0.5794 | 0.5411 | 0.5794 | 0.7612 |
148
+ | No log | 6.2581 | 194 | 0.6720 | 0.4913 | 0.6720 | 0.8197 |
149
+ | No log | 6.3226 | 196 | 0.6223 | 0.5442 | 0.6223 | 0.7889 |
150
+ | No log | 6.3871 | 198 | 0.5502 | 0.5770 | 0.5502 | 0.7417 |
151
+ | No log | 6.4516 | 200 | 0.5496 | 0.6027 | 0.5496 | 0.7414 |
152
+ | No log | 6.5161 | 202 | 0.5577 | 0.6118 | 0.5577 | 0.7468 |
153
+ | No log | 6.5806 | 204 | 0.5408 | 0.6105 | 0.5408 | 0.7354 |
154
+ | No log | 6.6452 | 206 | 0.5430 | 0.5697 | 0.5430 | 0.7369 |
155
+ | No log | 6.7097 | 208 | 0.6372 | 0.5307 | 0.6372 | 0.7983 |
156
+ | No log | 6.7742 | 210 | 0.6554 | 0.5658 | 0.6554 | 0.8096 |
157
+ | No log | 6.8387 | 212 | 0.6398 | 0.5595 | 0.6398 | 0.7999 |
158
+ | No log | 6.9032 | 214 | 0.5541 | 0.5845 | 0.5541 | 0.7444 |
159
+ | No log | 6.9677 | 216 | 0.5197 | 0.5784 | 0.5197 | 0.7209 |
160
+ | No log | 7.0323 | 218 | 0.5098 | 0.5979 | 0.5098 | 0.7140 |
161
+ | No log | 7.0968 | 220 | 0.5076 | 0.5951 | 0.5076 | 0.7125 |
162
+ | No log | 7.1613 | 222 | 0.5026 | 0.5897 | 0.5026 | 0.7089 |
163
+ | No log | 7.2258 | 224 | 0.4982 | 0.6010 | 0.4982 | 0.7058 |
164
+ | No log | 7.2903 | 226 | 0.4886 | 0.5875 | 0.4886 | 0.6990 |
165
+ | No log | 7.3548 | 228 | 0.5178 | 0.5956 | 0.5178 | 0.7196 |
166
+ | No log | 7.4194 | 230 | 0.5678 | 0.5313 | 0.5678 | 0.7535 |
167
+ | No log | 7.4839 | 232 | 0.5407 | 0.5836 | 0.5407 | 0.7353 |
168
+ | No log | 7.5484 | 234 | 0.4753 | 0.6423 | 0.4753 | 0.6894 |
169
+ | No log | 7.6129 | 236 | 0.4780 | 0.6199 | 0.4780 | 0.6914 |
170
+ | No log | 7.6774 | 238 | 0.4798 | 0.6034 | 0.4798 | 0.6927 |
171
+ | No log | 7.7419 | 240 | 0.4533 | 0.6750 | 0.4533 | 0.6733 |
172
+ | No log | 7.8065 | 242 | 0.4508 | 0.7042 | 0.4508 | 0.6714 |
173
+ | No log | 7.8710 | 244 | 0.4715 | 0.6156 | 0.4715 | 0.6866 |
174
+ | No log | 7.9355 | 246 | 0.4522 | 0.6678 | 0.4522 | 0.6725 |
175
+ | No log | 8.0 | 248 | 0.4499 | 0.6078 | 0.4499 | 0.6708 |
176
+ | No log | 8.0645 | 250 | 0.4807 | 0.5528 | 0.4807 | 0.6933 |
177
+ | No log | 8.1290 | 252 | 0.4752 | 0.5528 | 0.4752 | 0.6894 |
178
+ | No log | 8.1935 | 254 | 0.4532 | 0.6124 | 0.4532 | 0.6732 |
179
+ | No log | 8.2581 | 256 | 0.4984 | 0.6709 | 0.4984 | 0.7059 |
180
+ | No log | 8.3226 | 258 | 0.6089 | 0.4821 | 0.6089 | 0.7803 |
181
+ | No log | 8.3871 | 260 | 0.6663 | 0.4768 | 0.6663 | 0.8162 |
182
+ | No log | 8.4516 | 262 | 0.5992 | 0.5312 | 0.5992 | 0.7741 |
183
+ | No log | 8.5161 | 264 | 0.4702 | 0.6419 | 0.4702 | 0.6857 |
184
+ | No log | 8.5806 | 266 | 0.4490 | 0.6946 | 0.4490 | 0.6701 |
185
+ | No log | 8.6452 | 268 | 0.4794 | 0.5897 | 0.4794 | 0.6924 |
186
+ | No log | 8.7097 | 270 | 0.5301 | 0.5206 | 0.5301 | 0.7281 |
187
+ | No log | 8.7742 | 272 | 0.5379 | 0.5426 | 0.5379 | 0.7334 |
188
+ | No log | 8.8387 | 274 | 0.4747 | 0.5897 | 0.4747 | 0.6890 |
189
+ | No log | 8.9032 | 276 | 0.4468 | 0.6087 | 0.4468 | 0.6684 |
190
+ | No log | 8.9677 | 278 | 0.5035 | 0.6349 | 0.5035 | 0.7095 |
191
+ | No log | 9.0323 | 280 | 0.5295 | 0.6017 | 0.5295 | 0.7276 |
192
+ | No log | 9.0968 | 282 | 0.4715 | 0.6526 | 0.4715 | 0.6867 |
193
+ | No log | 9.1613 | 284 | 0.4470 | 0.6860 | 0.4470 | 0.6686 |
194
+ | No log | 9.2258 | 286 | 0.4468 | 0.6860 | 0.4468 | 0.6684 |
195
+ | No log | 9.2903 | 288 | 0.4461 | 0.6683 | 0.4461 | 0.6679 |
196
+ | No log | 9.3548 | 290 | 0.4326 | 0.6672 | 0.4326 | 0.6577 |
197
+ | No log | 9.4194 | 292 | 0.4278 | 0.6672 | 0.4278 | 0.6541 |
198
+ | No log | 9.4839 | 294 | 0.4285 | 0.6020 | 0.4285 | 0.6546 |
199
+ | No log | 9.5484 | 296 | 0.4245 | 0.6839 | 0.4245 | 0.6515 |
200
+ | No log | 9.6129 | 298 | 0.4448 | 0.6914 | 0.4448 | 0.6669 |
201
+ | No log | 9.6774 | 300 | 0.4376 | 0.6839 | 0.4376 | 0.6615 |
202
+ | No log | 9.7419 | 302 | 0.4701 | 0.6047 | 0.4701 | 0.6857 |
203
+ | No log | 9.8065 | 304 | 0.5406 | 0.6169 | 0.5406 | 0.7352 |
204
+ | No log | 9.8710 | 306 | 0.5306 | 0.5970 | 0.5306 | 0.7285 |
205
+ | No log | 9.9355 | 308 | 0.4722 | 0.6034 | 0.4722 | 0.6871 |
206
+ | No log | 10.0 | 310 | 0.4567 | 0.6564 | 0.4567 | 0.6758 |
207
+ | No log | 10.0645 | 312 | 0.4656 | 0.6564 | 0.4656 | 0.6823 |
208
+ | No log | 10.1290 | 314 | 0.5009 | 0.5881 | 0.5009 | 0.7078 |
209
+ | No log | 10.1935 | 316 | 0.5394 | 0.5692 | 0.5394 | 0.7344 |
210
+ | No log | 10.2581 | 318 | 0.5269 | 0.5692 | 0.5269 | 0.7259 |
211
+ | No log | 10.3226 | 320 | 0.4868 | 0.6170 | 0.4868 | 0.6977 |
212
+ | No log | 10.3871 | 322 | 0.4814 | 0.6084 | 0.4814 | 0.6939 |
213
+ | No log | 10.4516 | 324 | 0.4827 | 0.6170 | 0.4827 | 0.6948 |
214
+ | No log | 10.5161 | 326 | 0.4518 | 0.6411 | 0.4518 | 0.6721 |
215
+ | No log | 10.5806 | 328 | 0.4282 | 0.6656 | 0.4282 | 0.6544 |
216
+ | No log | 10.6452 | 330 | 0.4260 | 0.64 | 0.4260 | 0.6527 |
217
+ | No log | 10.7097 | 332 | 0.4636 | 0.6156 | 0.4636 | 0.6809 |
218
+ | No log | 10.7742 | 334 | 0.4611 | 0.6047 | 0.4611 | 0.6790 |
219
+ | No log | 10.8387 | 336 | 0.4710 | 0.6169 | 0.4710 | 0.6863 |
220
+ | No log | 10.9032 | 338 | 0.4276 | 0.7089 | 0.4276 | 0.6539 |
221
+ | No log | 10.9677 | 340 | 0.4261 | 0.7184 | 0.4261 | 0.6528 |
222
+ | No log | 11.0323 | 342 | 0.4431 | 0.6419 | 0.4431 | 0.6657 |
223
+ | No log | 11.0968 | 344 | 0.4568 | 0.6235 | 0.4568 | 0.6759 |
224
+ | No log | 11.1613 | 346 | 0.4404 | 0.6305 | 0.4404 | 0.6636 |
225
+ | No log | 11.2258 | 348 | 0.4319 | 0.6661 | 0.4319 | 0.6572 |
226
+ | No log | 11.2903 | 350 | 0.4363 | 0.6197 | 0.4363 | 0.6605 |
227
+ | No log | 11.3548 | 352 | 0.4782 | 0.6047 | 0.4782 | 0.6915 |
228
+ | No log | 11.4194 | 354 | 0.5068 | 0.5657 | 0.5068 | 0.7119 |
229
+ | No log | 11.4839 | 356 | 0.5676 | 0.4985 | 0.5676 | 0.7534 |
230
+ | No log | 11.5484 | 358 | 0.5915 | 0.5051 | 0.5915 | 0.7691 |
231
+ | No log | 11.6129 | 360 | 0.5309 | 0.4908 | 0.5309 | 0.7286 |
232
+ | No log | 11.6774 | 362 | 0.5020 | 0.4908 | 0.5020 | 0.7085 |
233
+ | No log | 11.7419 | 364 | 0.4554 | 0.6555 | 0.4554 | 0.6748 |
234
+ | No log | 11.8065 | 366 | 0.4442 | 0.6632 | 0.4442 | 0.6665 |
235
+ | No log | 11.8710 | 368 | 0.4456 | 0.6632 | 0.4456 | 0.6675 |
236
+ | No log | 11.9355 | 370 | 0.4491 | 0.6830 | 0.4491 | 0.6702 |
237
+ | No log | 12.0 | 372 | 0.4751 | 0.6305 | 0.4751 | 0.6892 |
238
+ | No log | 12.0645 | 374 | 0.4755 | 0.6305 | 0.4755 | 0.6896 |
239
+ | No log | 12.1290 | 376 | 0.4617 | 0.5797 | 0.4617 | 0.6795 |
240
+ | No log | 12.1935 | 378 | 0.4774 | 0.6101 | 0.4774 | 0.6909 |
241
+ | No log | 12.2581 | 380 | 0.5213 | 0.5692 | 0.5213 | 0.7220 |
242
+ | No log | 12.3226 | 382 | 0.5073 | 0.5061 | 0.5073 | 0.7123 |
243
+ | No log | 12.3871 | 384 | 0.5001 | 0.5495 | 0.5001 | 0.7072 |
244
+ | No log | 12.4516 | 386 | 0.4739 | 0.6087 | 0.4739 | 0.6884 |
245
+ | No log | 12.5161 | 388 | 0.4773 | 0.6418 | 0.4773 | 0.6909 |
246
+ | No log | 12.5806 | 390 | 0.4988 | 0.6609 | 0.4988 | 0.7063 |
247
+ | No log | 12.6452 | 392 | 0.4895 | 0.6549 | 0.4895 | 0.6997 |
248
+ | No log | 12.7097 | 394 | 0.5027 | 0.6059 | 0.5027 | 0.7090 |
249
+ | No log | 12.7742 | 396 | 0.5326 | 0.5200 | 0.5326 | 0.7298 |
250
+ | No log | 12.8387 | 398 | 0.5103 | 0.5592 | 0.5103 | 0.7143 |
251
+ | No log | 12.9032 | 400 | 0.4795 | 0.6494 | 0.4795 | 0.6925 |
252
+ | No log | 12.9677 | 402 | 0.4736 | 0.6383 | 0.4736 | 0.6882 |
253
+ | No log | 13.0323 | 404 | 0.4726 | 0.6661 | 0.4726 | 0.6874 |
254
+ | No log | 13.0968 | 406 | 0.4829 | 0.5918 | 0.4829 | 0.6949 |
255
+ | No log | 13.1613 | 408 | 0.4941 | 0.5422 | 0.4941 | 0.7029 |
256
+ | No log | 13.2258 | 410 | 0.5107 | 0.5212 | 0.5107 | 0.7147 |
257
+ | No log | 13.2903 | 412 | 0.5187 | 0.4789 | 0.5187 | 0.7202 |
258
+ | No log | 13.3548 | 414 | 0.4874 | 0.6143 | 0.4874 | 0.6981 |
259
+ | No log | 13.4194 | 416 | 0.4615 | 0.6407 | 0.4615 | 0.6793 |
260
+ | No log | 13.4839 | 418 | 0.4590 | 0.6326 | 0.4590 | 0.6775 |
261
+ | No log | 13.5484 | 420 | 0.4371 | 0.6909 | 0.4371 | 0.6611 |
262
+ | No log | 13.6129 | 422 | 0.4310 | 0.6909 | 0.4310 | 0.6565 |
263
+ | No log | 13.6774 | 424 | 0.4304 | 0.6923 | 0.4304 | 0.6561 |
264
+ | No log | 13.7419 | 426 | 0.4256 | 0.6741 | 0.4256 | 0.6524 |
265
+ | No log | 13.8065 | 428 | 0.4271 | 0.6929 | 0.4271 | 0.6535 |
266
+ | No log | 13.8710 | 430 | 0.4266 | 0.6750 | 0.4266 | 0.6531 |
267
+ | No log | 13.9355 | 432 | 0.4365 | 0.6849 | 0.4365 | 0.6607 |
268
+ | No log | 14.0 | 434 | 0.4402 | 0.6849 | 0.4402 | 0.6635 |
269
+ | No log | 14.0645 | 436 | 0.4436 | 0.6849 | 0.4436 | 0.6660 |
270
+ | No log | 14.1290 | 438 | 0.4526 | 0.6305 | 0.4526 | 0.6728 |
271
+ | No log | 14.1935 | 440 | 0.4833 | 0.5855 | 0.4833 | 0.6952 |
272
+ | No log | 14.2581 | 442 | 0.5300 | 0.5178 | 0.5300 | 0.7280 |
273
+ | No log | 14.3226 | 444 | 0.5039 | 0.5528 | 0.5039 | 0.7099 |
274
+ | No log | 14.3871 | 446 | 0.4503 | 0.5904 | 0.4503 | 0.6711 |
275
+ | No log | 14.4516 | 448 | 0.4399 | 0.6252 | 0.4399 | 0.6632 |
276
+ | No log | 14.5161 | 450 | 0.4465 | 0.6446 | 0.4465 | 0.6682 |
277
+ | No log | 14.5806 | 452 | 0.4576 | 0.5853 | 0.4576 | 0.6765 |
278
+ | No log | 14.6452 | 454 | 0.5137 | 0.5584 | 0.5137 | 0.7167 |
279
+ | No log | 14.7097 | 456 | 0.5690 | 0.4909 | 0.5690 | 0.7543 |
280
+ | No log | 14.7742 | 458 | 0.5453 | 0.5095 | 0.5453 | 0.7384 |
281
+ | No log | 14.8387 | 460 | 0.4877 | 0.5571 | 0.4877 | 0.6983 |
282
+ | No log | 14.9032 | 462 | 0.4629 | 0.5649 | 0.4629 | 0.6804 |
283
+ | No log | 14.9677 | 464 | 0.4669 | 0.5649 | 0.4669 | 0.6833 |
284
+ | No log | 15.0323 | 466 | 0.4698 | 0.5649 | 0.4698 | 0.6854 |
285
+ | No log | 15.0968 | 468 | 0.4938 | 0.5587 | 0.4938 | 0.7027 |
286
+ | No log | 15.1613 | 470 | 0.5241 | 0.4931 | 0.5241 | 0.7240 |
287
+ | No log | 15.2258 | 472 | 0.5986 | 0.4783 | 0.5986 | 0.7737 |
288
+ | No log | 15.2903 | 474 | 0.6595 | 0.4142 | 0.6595 | 0.8121 |
289
+ | No log | 15.3548 | 476 | 0.6101 | 0.4842 | 0.6101 | 0.7811 |
290
+ | No log | 15.4194 | 478 | 0.5158 | 0.5452 | 0.5158 | 0.7182 |
291
+ | No log | 15.4839 | 480 | 0.4910 | 0.6382 | 0.4910 | 0.7007 |
292
+ | No log | 15.5484 | 482 | 0.5331 | 0.6450 | 0.5331 | 0.7301 |
293
+ | No log | 15.6129 | 484 | 0.5374 | 0.6608 | 0.5374 | 0.7331 |
294
+ | No log | 15.6774 | 486 | 0.5090 | 0.6611 | 0.5090 | 0.7134 |
295
+ | No log | 15.7419 | 488 | 0.4909 | 0.6304 | 0.4909 | 0.7006 |
296
+ | No log | 15.8065 | 490 | 0.4863 | 0.5782 | 0.4863 | 0.6973 |
297
+ | No log | 15.8710 | 492 | 0.4979 | 0.6183 | 0.4979 | 0.7056 |
298
+ | No log | 15.9355 | 494 | 0.5078 | 0.5319 | 0.5078 | 0.7126 |
299
+ | No log | 16.0 | 496 | 0.4852 | 0.5782 | 0.4852 | 0.6966 |
300
+ | No log | 16.0645 | 498 | 0.4706 | 0.6542 | 0.4706 | 0.6860 |
301
+ | 0.293 | 16.1290 | 500 | 0.4821 | 0.6632 | 0.4821 | 0.6943 |
302
+ | 0.293 | 16.1935 | 502 | 0.4753 | 0.6632 | 0.4753 | 0.6894 |
303
+ | 0.293 | 16.2581 | 504 | 0.4738 | 0.6060 | 0.4738 | 0.6883 |
304
+ | 0.293 | 16.3226 | 506 | 0.4989 | 0.5781 | 0.4989 | 0.7063 |
305
+ | 0.293 | 16.3871 | 508 | 0.5118 | 0.5796 | 0.5118 | 0.7154 |
306
+ | 0.293 | 16.4516 | 510 | 0.5184 | 0.5422 | 0.5184 | 0.7200 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions