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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k20_task2_organization

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Training in progress, step 500

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  1. README.md +345 -271
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -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_run3_AugV5_k20_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k20_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0147
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- - Qwk: 0.2966
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- - Mse: 1.0147
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- - Rmse: 1.0073
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  ## Model description
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@@ -49,271 +49,345 @@ 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 | 0.0194 | 2 | 4.5269 | 0.0010 | 4.5269 | 2.1277 |
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- | No log | 0.0388 | 4 | 2.5880 | -0.0334 | 2.5880 | 1.6087 |
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- | No log | 0.0583 | 6 | 1.7831 | 0.0198 | 1.7831 | 1.3353 |
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- | No log | 0.0777 | 8 | 1.6144 | 0.0221 | 1.6144 | 1.2706 |
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- | No log | 0.0971 | 10 | 1.7071 | -0.0769 | 1.7071 | 1.3066 |
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- | No log | 0.1165 | 12 | 1.4326 | -0.0059 | 1.4326 | 1.1969 |
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- | No log | 0.1359 | 14 | 1.3077 | 0.0803 | 1.3077 | 1.1435 |
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- | No log | 0.1553 | 16 | 1.2276 | 0.1830 | 1.2276 | 1.1080 |
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- | No log | 0.1748 | 18 | 1.1975 | 0.2111 | 1.1975 | 1.0943 |
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- | No log | 0.1942 | 20 | 1.2957 | 0.1232 | 1.2957 | 1.1383 |
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- | No log | 0.2136 | 22 | 1.3972 | 0.1014 | 1.3972 | 1.1820 |
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- | No log | 0.2330 | 24 | 1.2381 | 0.1433 | 1.2381 | 1.1127 |
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- | No log | 0.2524 | 26 | 1.2326 | 0.1109 | 1.2326 | 1.1102 |
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- | No log | 0.2718 | 28 | 1.3156 | 0.0666 | 1.3156 | 1.1470 |
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- | No log | 0.2913 | 30 | 1.7173 | 0.0345 | 1.7173 | 1.3105 |
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- | No log | 0.3107 | 32 | 2.3719 | -0.0007 | 2.3719 | 1.5401 |
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- | No log | 0.3301 | 34 | 2.3644 | 0.0332 | 2.3644 | 1.5377 |
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- | No log | 0.3495 | 36 | 1.7861 | 0.0165 | 1.7861 | 1.3364 |
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- | No log | 0.3689 | 38 | 1.3985 | 0.1165 | 1.3985 | 1.1826 |
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- | No log | 0.3883 | 40 | 1.2395 | 0.0894 | 1.2395 | 1.1133 |
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- | No log | 0.4078 | 42 | 1.2009 | 0.1379 | 1.2009 | 1.0959 |
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- | No log | 0.4272 | 44 | 1.1684 | 0.1413 | 1.1684 | 1.0809 |
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- | No log | 0.4466 | 46 | 1.1581 | 0.1413 | 1.1581 | 1.0761 |
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- | No log | 0.4660 | 48 | 1.2419 | 0.1196 | 1.2419 | 1.1144 |
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- | No log | 0.4854 | 50 | 1.2260 | 0.1228 | 1.2260 | 1.1072 |
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- | No log | 0.5049 | 52 | 1.1033 | 0.2223 | 1.1033 | 1.0504 |
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- | No log | 0.5243 | 54 | 1.0642 | 0.3583 | 1.0642 | 1.0316 |
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- | No log | 0.5437 | 56 | 1.0738 | 0.2711 | 1.0738 | 1.0363 |
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- | No log | 0.5631 | 58 | 1.0947 | 0.3195 | 1.0947 | 1.0463 |
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- | No log | 0.5825 | 60 | 1.1461 | 0.2537 | 1.1461 | 1.0705 |
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- | No log | 0.6019 | 62 | 1.1386 | 0.2245 | 1.1386 | 1.0670 |
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- | No log | 0.6214 | 64 | 1.1851 | 0.2337 | 1.1851 | 1.0886 |
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- | No log | 0.6408 | 66 | 1.2853 | 0.1842 | 1.2853 | 1.1337 |
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- | No log | 0.6602 | 68 | 1.3576 | 0.0691 | 1.3576 | 1.1652 |
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- | No log | 0.6796 | 70 | 1.2579 | 0.0688 | 1.2579 | 1.1216 |
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- | No log | 0.6990 | 72 | 1.0563 | 0.3753 | 1.0563 | 1.0278 |
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- | No log | 0.7184 | 74 | 0.9858 | 0.3884 | 0.9858 | 0.9929 |
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- | No log | 0.7379 | 76 | 1.0504 | 0.2814 | 1.0504 | 1.0249 |
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- | No log | 0.7573 | 78 | 1.1738 | 0.3305 | 1.1738 | 1.0834 |
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- | No log | 0.7767 | 80 | 1.0966 | 0.3584 | 1.0966 | 1.0472 |
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- | No log | 0.7961 | 82 | 1.1534 | 0.3031 | 1.1534 | 1.0740 |
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- | No log | 0.8155 | 84 | 1.0135 | 0.3504 | 1.0135 | 1.0067 |
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- | No log | 0.8350 | 86 | 0.9331 | 0.4220 | 0.9331 | 0.9660 |
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- | No log | 0.8544 | 88 | 1.0631 | 0.3584 | 1.0631 | 1.0311 |
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- | No log | 0.8738 | 90 | 1.2919 | 0.3238 | 1.2919 | 1.1366 |
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- | No log | 0.8932 | 92 | 1.3106 | 0.2983 | 1.3106 | 1.1448 |
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- | No log | 0.9126 | 94 | 1.3301 | 0.2918 | 1.3301 | 1.1533 |
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- | No log | 0.9320 | 96 | 1.3655 | 0.2020 | 1.3655 | 1.1685 |
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- | No log | 0.9515 | 98 | 1.4672 | 0.1866 | 1.4672 | 1.2113 |
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- | No log | 0.9709 | 100 | 1.3791 | 0.1553 | 1.3791 | 1.1743 |
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- | No log | 0.9903 | 102 | 1.2996 | 0.1568 | 1.2996 | 1.1400 |
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- | No log | 1.0097 | 104 | 1.1490 | 0.2374 | 1.1490 | 1.0719 |
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- | No log | 1.0291 | 106 | 0.9790 | 0.3771 | 0.9790 | 0.9894 |
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- | No log | 1.0485 | 108 | 0.9704 | 0.4381 | 0.9704 | 0.9851 |
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- | No log | 1.0680 | 110 | 1.0261 | 0.4519 | 1.0261 | 1.0130 |
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- | No log | 1.0874 | 112 | 0.9905 | 0.4946 | 0.9905 | 0.9952 |
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- | No log | 1.1068 | 114 | 1.0184 | 0.3681 | 1.0184 | 1.0092 |
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- | No log | 1.1262 | 116 | 1.4480 | 0.2200 | 1.4480 | 1.2033 |
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- | No log | 1.1456 | 118 | 1.9021 | 0.2737 | 1.9021 | 1.3792 |
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- | No log | 1.1650 | 120 | 1.8927 | 0.2737 | 1.8927 | 1.3758 |
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- | No log | 1.1845 | 122 | 1.5003 | 0.2742 | 1.5003 | 1.2248 |
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- | No log | 1.2039 | 124 | 1.0969 | 0.3078 | 1.0969 | 1.0474 |
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- | No log | 1.2233 | 126 | 1.0305 | 0.3584 | 1.0305 | 1.0151 |
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- | No log | 1.2427 | 128 | 0.9801 | 0.4061 | 0.9801 | 0.9900 |
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- | No log | 1.2621 | 130 | 0.9843 | 0.4042 | 0.9843 | 0.9921 |
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- | No log | 1.2816 | 132 | 1.0735 | 0.3430 | 1.0735 | 1.0361 |
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- | No log | 1.3010 | 134 | 1.2946 | 0.3513 | 1.2946 | 1.1378 |
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- | No log | 1.3204 | 136 | 1.1489 | 0.3650 | 1.1489 | 1.0719 |
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- | No log | 1.3398 | 138 | 0.8840 | 0.4233 | 0.8840 | 0.9402 |
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- | No log | 1.3592 | 140 | 0.8394 | 0.4834 | 0.8394 | 0.9162 |
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- | No log | 1.3786 | 142 | 0.8431 | 0.4583 | 0.8431 | 0.9182 |
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- | No log | 1.3981 | 144 | 0.8406 | 0.4450 | 0.8406 | 0.9169 |
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- | No log | 1.4175 | 146 | 0.8452 | 0.4931 | 0.8452 | 0.9194 |
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- | No log | 1.4369 | 148 | 0.8360 | 0.5076 | 0.8360 | 0.9143 |
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- | No log | 1.4563 | 150 | 0.8416 | 0.4491 | 0.8416 | 0.9174 |
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- | No log | 1.4757 | 152 | 0.9256 | 0.3891 | 0.9256 | 0.9621 |
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- | No log | 1.4951 | 154 | 1.0497 | 0.4466 | 1.0497 | 1.0246 |
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- | No log | 1.5146 | 156 | 0.9989 | 0.4436 | 0.9989 | 0.9995 |
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- | No log | 1.5340 | 158 | 0.9198 | 0.4280 | 0.9198 | 0.9590 |
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- | No log | 1.5534 | 160 | 0.9495 | 0.4402 | 0.9495 | 0.9744 |
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- | No log | 1.5728 | 162 | 0.9781 | 0.4543 | 0.9781 | 0.9890 |
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- | No log | 1.5922 | 164 | 1.0472 | 0.4681 | 1.0472 | 1.0233 |
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- | No log | 1.6117 | 166 | 1.0272 | 0.4537 | 1.0272 | 1.0135 |
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- | No log | 1.6311 | 168 | 0.9916 | 0.4108 | 0.9916 | 0.9958 |
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- | No log | 1.6505 | 170 | 1.0089 | 0.3919 | 1.0089 | 1.0044 |
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- | No log | 1.6699 | 172 | 1.0787 | 0.3980 | 1.0787 | 1.0386 |
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- | No log | 1.6893 | 174 | 1.1313 | 0.3850 | 1.1313 | 1.0636 |
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- | No log | 1.7087 | 176 | 1.0534 | 0.2824 | 1.0534 | 1.0263 |
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- | No log | 1.7282 | 178 | 1.0664 | 0.2776 | 1.0664 | 1.0327 |
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- | No log | 1.7476 | 180 | 1.1262 | 0.2776 | 1.1262 | 1.0612 |
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- | No log | 1.7670 | 182 | 1.1484 | 0.3121 | 1.1484 | 1.0716 |
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- | No log | 1.7864 | 184 | 1.2331 | 0.2599 | 1.2331 | 1.1105 |
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- | No log | 1.8058 | 186 | 1.3045 | 0.2868 | 1.3045 | 1.1422 |
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- | No log | 1.8252 | 188 | 1.1421 | 0.4145 | 1.1421 | 1.0687 |
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- | No log | 1.8447 | 190 | 1.0968 | 0.3506 | 1.0968 | 1.0473 |
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- | No log | 1.8641 | 192 | 1.0578 | 0.4369 | 1.0578 | 1.0285 |
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- | No log | 1.8835 | 194 | 1.1219 | 0.2901 | 1.1219 | 1.0592 |
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- | No log | 1.9029 | 196 | 1.1348 | 0.2742 | 1.1348 | 1.0653 |
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- | No log | 1.9223 | 198 | 1.0336 | 0.3399 | 1.0336 | 1.0167 |
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- | No log | 1.9417 | 200 | 1.0115 | 0.3399 | 1.0115 | 1.0057 |
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- | No log | 1.9612 | 202 | 1.0445 | 0.3321 | 1.0445 | 1.0220 |
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- | No log | 1.9806 | 204 | 1.1344 | 0.3509 | 1.1344 | 1.0651 |
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- | No log | 2.0 | 206 | 1.2067 | 0.3339 | 1.2067 | 1.0985 |
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- | No log | 2.0194 | 208 | 1.1080 | 0.3142 | 1.1080 | 1.0526 |
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- | No log | 2.0388 | 210 | 0.9752 | 0.3346 | 0.9752 | 0.9875 |
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- | No log | 2.0583 | 212 | 0.9671 | 0.3780 | 0.9671 | 0.9834 |
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- | No log | 2.0777 | 214 | 1.0061 | 0.3544 | 1.0061 | 1.0030 |
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- | No log | 2.0971 | 216 | 1.1969 | 0.3792 | 1.1969 | 1.0940 |
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- | No log | 2.1165 | 218 | 1.4549 | 0.3053 | 1.4549 | 1.2062 |
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- | No log | 2.1359 | 220 | 1.3838 | 0.4006 | 1.3838 | 1.1764 |
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- | No log | 2.1553 | 222 | 1.0956 | 0.3853 | 1.0956 | 1.0467 |
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- | No log | 2.1748 | 224 | 0.9983 | 0.3776 | 0.9983 | 0.9992 |
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- | No log | 2.1942 | 226 | 0.9849 | 0.3776 | 0.9849 | 0.9924 |
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- | No log | 2.2136 | 228 | 0.9765 | 0.3646 | 0.9765 | 0.9882 |
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- | No log | 2.2330 | 230 | 0.9351 | 0.4656 | 0.9351 | 0.9670 |
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- | No log | 2.2524 | 232 | 0.9865 | 0.3979 | 0.9865 | 0.9932 |
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- | No log | 2.2718 | 234 | 0.9971 | 0.4295 | 0.9971 | 0.9985 |
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- | No log | 2.2913 | 236 | 0.9674 | 0.4105 | 0.9674 | 0.9836 |
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- | No log | 2.3107 | 238 | 0.9965 | 0.4898 | 0.9965 | 0.9983 |
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- | No log | 2.3301 | 240 | 1.0063 | 0.4485 | 1.0063 | 1.0031 |
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- | No log | 2.3495 | 242 | 0.9999 | 0.4373 | 0.9999 | 1.0000 |
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- | No log | 2.3689 | 244 | 1.0050 | 0.4553 | 1.0050 | 1.0025 |
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- | No log | 2.3883 | 246 | 0.9901 | 0.4120 | 0.9901 | 0.9950 |
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- | No log | 2.4078 | 248 | 1.0359 | 0.3218 | 1.0359 | 1.0178 |
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- | No log | 2.4272 | 250 | 1.0935 | 0.3397 | 1.0935 | 1.0457 |
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- | No log | 2.4466 | 252 | 1.0763 | 0.3397 | 1.0763 | 1.0375 |
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- | No log | 2.4660 | 254 | 1.0608 | 0.3371 | 1.0608 | 1.0300 |
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- | No log | 2.4854 | 256 | 1.0559 | 0.3919 | 1.0559 | 1.0276 |
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- | No log | 2.5049 | 258 | 1.0705 | 0.3371 | 1.0705 | 1.0347 |
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- | No log | 2.5243 | 260 | 1.0670 | 0.3218 | 1.0670 | 1.0330 |
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- | No log | 2.5437 | 262 | 1.0458 | 0.3525 | 1.0458 | 1.0227 |
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- | No log | 2.5631 | 264 | 1.0332 | 0.2679 | 1.0332 | 1.0165 |
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- | No log | 2.5825 | 266 | 1.0935 | 0.2505 | 1.0935 | 1.0457 |
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- | No log | 2.6019 | 268 | 1.1096 | 0.2410 | 1.1096 | 1.0534 |
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- | No log | 2.6214 | 270 | 1.0727 | 0.2001 | 1.0727 | 1.0357 |
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- | No log | 2.6408 | 272 | 1.1177 | 0.3191 | 1.1177 | 1.0572 |
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- | No log | 2.6602 | 274 | 1.1212 | 0.2417 | 1.1212 | 1.0589 |
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- | No log | 2.6796 | 276 | 1.1271 | 0.2199 | 1.1271 | 1.0616 |
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- | No log | 2.6990 | 278 | 1.2478 | 0.2560 | 1.2478 | 1.1171 |
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- | No log | 2.7184 | 280 | 1.2273 | 0.2180 | 1.2273 | 1.1078 |
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- | No log | 2.7379 | 282 | 1.1333 | 0.2199 | 1.1333 | 1.0646 |
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- | No log | 2.7573 | 284 | 1.1458 | 0.3065 | 1.1458 | 1.0704 |
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- | No log | 2.7767 | 286 | 1.1384 | 0.3065 | 1.1384 | 1.0669 |
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- | No log | 2.7961 | 288 | 1.1087 | 0.2726 | 1.1087 | 1.0530 |
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- | No log | 2.8155 | 290 | 1.2462 | 0.2374 | 1.2462 | 1.1163 |
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- | No log | 2.8350 | 292 | 1.3445 | 0.2789 | 1.3445 | 1.1595 |
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- | No log | 2.8544 | 294 | 1.2664 | 0.2627 | 1.2664 | 1.1253 |
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- | No log | 2.8738 | 296 | 1.1250 | 0.2616 | 1.1250 | 1.0607 |
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- | No log | 2.8932 | 298 | 1.1174 | 0.3062 | 1.1174 | 1.0571 |
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- | No log | 2.9126 | 300 | 1.1082 | 0.3062 | 1.1082 | 1.0527 |
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- | No log | 2.9320 | 302 | 1.0870 | 0.3230 | 1.0870 | 1.0426 |
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- | No log | 2.9515 | 304 | 1.0806 | 0.3205 | 1.0806 | 1.0395 |
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- | No log | 2.9709 | 306 | 1.0458 | 0.3399 | 1.0458 | 1.0227 |
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- | No log | 2.9903 | 308 | 1.0194 | 0.2726 | 1.0194 | 1.0096 |
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- | No log | 3.0097 | 310 | 1.0155 | 0.2946 | 1.0155 | 1.0077 |
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- | No log | 3.0291 | 312 | 1.0389 | 0.3756 | 1.0389 | 1.0193 |
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- | No log | 3.0485 | 314 | 1.0430 | 0.3712 | 1.0430 | 1.0213 |
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- | No log | 3.0680 | 316 | 1.0447 | 0.3311 | 1.0447 | 1.0221 |
210
- | No log | 3.0874 | 318 | 1.0747 | 0.3012 | 1.0747 | 1.0367 |
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- | No log | 3.1068 | 320 | 1.0779 | 0.4119 | 1.0779 | 1.0382 |
212
- | No log | 3.1262 | 322 | 0.9967 | 0.3788 | 0.9967 | 0.9984 |
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- | No log | 3.1456 | 324 | 0.9870 | 0.2644 | 0.9870 | 0.9935 |
214
- | No log | 3.1650 | 326 | 1.0159 | 0.3136 | 1.0159 | 1.0079 |
215
- | No log | 3.1845 | 328 | 1.0082 | 0.2971 | 1.0082 | 1.0041 |
216
- | No log | 3.2039 | 330 | 1.0329 | 0.3390 | 1.0329 | 1.0163 |
217
- | No log | 3.2233 | 332 | 1.2415 | 0.2289 | 1.2415 | 1.1142 |
218
- | No log | 3.2427 | 334 | 1.2861 | 0.2721 | 1.2861 | 1.1341 |
219
- | No log | 3.2621 | 336 | 1.1570 | 0.2565 | 1.1570 | 1.0757 |
220
- | No log | 3.2816 | 338 | 1.0043 | 0.3415 | 1.0043 | 1.0022 |
221
- | No log | 3.3010 | 340 | 1.0100 | 0.2947 | 1.0100 | 1.0050 |
222
- | No log | 3.3204 | 342 | 1.0105 | 0.2947 | 1.0105 | 1.0052 |
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- | No log | 3.3398 | 344 | 0.9738 | 0.3263 | 0.9738 | 0.9868 |
224
- | No log | 3.3592 | 346 | 0.9968 | 0.3781 | 0.9968 | 0.9984 |
225
- | No log | 3.3786 | 348 | 1.0480 | 0.3728 | 1.0480 | 1.0237 |
226
- | No log | 3.3981 | 350 | 1.0375 | 0.3421 | 1.0375 | 1.0186 |
227
- | No log | 3.4175 | 352 | 1.0200 | 0.3472 | 1.0200 | 1.0099 |
228
- | No log | 3.4369 | 354 | 1.0259 | 0.3180 | 1.0259 | 1.0129 |
229
- | No log | 3.4563 | 356 | 1.0271 | 0.3159 | 1.0271 | 1.0135 |
230
- | No log | 3.4757 | 358 | 1.0224 | 0.2871 | 1.0224 | 1.0111 |
231
- | No log | 3.4951 | 360 | 1.0217 | 0.2871 | 1.0217 | 1.0108 |
232
- | No log | 3.5146 | 362 | 1.0193 | 0.3159 | 1.0193 | 1.0096 |
233
- | No log | 3.5340 | 364 | 1.0418 | 0.3720 | 1.0418 | 1.0207 |
234
- | No log | 3.5534 | 366 | 1.0454 | 0.3820 | 1.0454 | 1.0224 |
235
- | No log | 3.5728 | 368 | 1.0365 | 0.3317 | 1.0365 | 1.0181 |
236
- | No log | 3.5922 | 370 | 1.0218 | 0.2579 | 1.0218 | 1.0108 |
237
- | No log | 3.6117 | 372 | 1.0150 | 0.2579 | 1.0150 | 1.0075 |
238
- | No log | 3.6311 | 374 | 1.0026 | 0.3564 | 1.0026 | 1.0013 |
239
- | No log | 3.6505 | 376 | 0.9766 | 0.3796 | 0.9766 | 0.9882 |
240
- | No log | 3.6699 | 378 | 0.9463 | 0.4045 | 0.9463 | 0.9728 |
241
- | No log | 3.6893 | 380 | 0.9533 | 0.4390 | 0.9533 | 0.9764 |
242
- | No log | 3.7087 | 382 | 0.9251 | 0.4787 | 0.9251 | 0.9618 |
243
- | No log | 3.7282 | 384 | 0.8879 | 0.3371 | 0.8879 | 0.9423 |
244
- | No log | 3.7476 | 386 | 0.8814 | 0.3596 | 0.8814 | 0.9388 |
245
- | No log | 3.7670 | 388 | 0.8887 | 0.3453 | 0.8887 | 0.9427 |
246
- | No log | 3.7864 | 390 | 0.8871 | 0.3094 | 0.8871 | 0.9419 |
247
- | No log | 3.8058 | 392 | 0.8921 | 0.3217 | 0.8921 | 0.9445 |
248
- | No log | 3.8252 | 394 | 0.8897 | 0.2993 | 0.8897 | 0.9432 |
249
- | No log | 3.8447 | 396 | 0.9100 | 0.4059 | 0.9100 | 0.9539 |
250
- | No log | 3.8641 | 398 | 0.9574 | 0.4175 | 0.9574 | 0.9785 |
251
- | No log | 3.8835 | 400 | 0.9223 | 0.4175 | 0.9223 | 0.9604 |
252
- | No log | 3.9029 | 402 | 0.8535 | 0.4181 | 0.8535 | 0.9238 |
253
- | No log | 3.9223 | 404 | 0.9100 | 0.4361 | 0.9100 | 0.9539 |
254
- | No log | 3.9417 | 406 | 0.9196 | 0.4125 | 0.9196 | 0.9589 |
255
- | No log | 3.9612 | 408 | 0.8960 | 0.4368 | 0.8960 | 0.9466 |
256
- | No log | 3.9806 | 410 | 0.8477 | 0.3838 | 0.8477 | 0.9207 |
257
- | No log | 4.0 | 412 | 0.8788 | 0.3920 | 0.8788 | 0.9375 |
258
- | No log | 4.0194 | 414 | 0.9155 | 0.3920 | 0.9155 | 0.9568 |
259
- | No log | 4.0388 | 416 | 0.9248 | 0.3695 | 0.9248 | 0.9617 |
260
- | No log | 4.0583 | 418 | 0.9559 | 0.3695 | 0.9559 | 0.9777 |
261
- | No log | 4.0777 | 420 | 1.0200 | 0.3104 | 1.0200 | 1.0099 |
262
- | No log | 4.0971 | 422 | 1.0362 | 0.3397 | 1.0362 | 1.0179 |
263
- | No log | 4.1165 | 424 | 0.9830 | 0.3829 | 0.9830 | 0.9914 |
264
- | No log | 4.1359 | 426 | 0.9866 | 0.4560 | 0.9866 | 0.9933 |
265
- | No log | 4.1553 | 428 | 0.9827 | 0.4648 | 0.9827 | 0.9913 |
266
- | No log | 4.1748 | 430 | 0.9477 | 0.3747 | 0.9477 | 0.9735 |
267
- | No log | 4.1942 | 432 | 0.9894 | 0.3544 | 0.9894 | 0.9947 |
268
- | No log | 4.2136 | 434 | 1.0198 | 0.3714 | 1.0198 | 1.0099 |
269
- | No log | 4.2330 | 436 | 0.9884 | 0.3759 | 0.9884 | 0.9942 |
270
- | No log | 4.2524 | 438 | 0.9326 | 0.3830 | 0.9326 | 0.9657 |
271
- | No log | 4.2718 | 440 | 0.9432 | 0.3298 | 0.9432 | 0.9712 |
272
- | No log | 4.2913 | 442 | 0.9505 | 0.2945 | 0.9505 | 0.9749 |
273
- | No log | 4.3107 | 444 | 0.9285 | 0.3695 | 0.9285 | 0.9636 |
274
- | No log | 4.3301 | 446 | 0.9233 | 0.3879 | 0.9233 | 0.9609 |
275
- | No log | 4.3495 | 448 | 0.9490 | 0.4054 | 0.9490 | 0.9742 |
276
- | No log | 4.3689 | 450 | 0.9306 | 0.4397 | 0.9306 | 0.9647 |
277
- | No log | 4.3883 | 452 | 0.9129 | 0.3896 | 0.9129 | 0.9555 |
278
- | No log | 4.4078 | 454 | 0.9240 | 0.4100 | 0.9240 | 0.9612 |
279
- | No log | 4.4272 | 456 | 0.9323 | 0.4026 | 0.9323 | 0.9655 |
280
- | No log | 4.4466 | 458 | 0.9528 | 0.3836 | 0.9528 | 0.9761 |
281
- | No log | 4.4660 | 460 | 0.9588 | 0.3652 | 0.9588 | 0.9792 |
282
- | No log | 4.4854 | 462 | 0.9762 | 0.3596 | 0.9762 | 0.9880 |
283
- | No log | 4.5049 | 464 | 1.0362 | 0.2864 | 1.0362 | 1.0179 |
284
- | No log | 4.5243 | 466 | 1.0903 | 0.3106 | 1.0903 | 1.0442 |
285
- | No log | 4.5437 | 468 | 1.0935 | 0.2786 | 1.0935 | 1.0457 |
286
- | No log | 4.5631 | 470 | 1.0342 | 0.2364 | 1.0342 | 1.0170 |
287
- | No log | 4.5825 | 472 | 1.0224 | 0.2942 | 1.0224 | 1.0111 |
288
- | No log | 4.6019 | 474 | 1.0178 | 0.2942 | 1.0178 | 1.0089 |
289
- | No log | 4.6214 | 476 | 1.0228 | 0.2823 | 1.0228 | 1.0113 |
290
- | No log | 4.6408 | 478 | 0.9933 | 0.3596 | 0.9933 | 0.9966 |
291
- | No log | 4.6602 | 480 | 0.9727 | 0.3596 | 0.9727 | 0.9863 |
292
- | No log | 4.6796 | 482 | 0.9552 | 0.3695 | 0.9552 | 0.9773 |
293
- | No log | 4.6990 | 484 | 0.9509 | 0.3710 | 0.9509 | 0.9751 |
294
- | No log | 4.7184 | 486 | 0.9586 | 0.3769 | 0.9586 | 0.9791 |
295
- | No log | 4.7379 | 488 | 0.9432 | 0.3812 | 0.9432 | 0.9712 |
296
- | No log | 4.7573 | 490 | 0.9375 | 0.4555 | 0.9375 | 0.9682 |
297
- | No log | 4.7767 | 492 | 0.9525 | 0.3845 | 0.9525 | 0.9760 |
298
- | No log | 4.7961 | 494 | 0.9690 | 0.3788 | 0.9690 | 0.9844 |
299
- | No log | 4.8155 | 496 | 0.9585 | 0.4219 | 0.9585 | 0.9790 |
300
- | No log | 4.8350 | 498 | 0.9649 | 0.3812 | 0.9649 | 0.9823 |
301
- | 0.3972 | 4.8544 | 500 | 0.9553 | 0.3812 | 0.9553 | 0.9774 |
302
- | 0.3972 | 4.8738 | 502 | 0.9392 | 0.4418 | 0.9392 | 0.9691 |
303
- | 0.3972 | 4.8932 | 504 | 0.9450 | 0.3596 | 0.9450 | 0.9721 |
304
- | 0.3972 | 4.9126 | 506 | 0.9350 | 0.4418 | 0.9350 | 0.9669 |
305
- | 0.3972 | 4.9320 | 508 | 0.9349 | 0.4418 | 0.9349 | 0.9669 |
306
- | 0.3972 | 4.9515 | 510 | 0.9488 | 0.3418 | 0.9488 | 0.9741 |
307
- | 0.3972 | 4.9709 | 512 | 0.9787 | 0.3098 | 0.9787 | 0.9893 |
308
- | 0.3972 | 4.9903 | 514 | 0.9662 | 0.3418 | 0.9662 | 0.9830 |
309
- | 0.3972 | 5.0097 | 516 | 0.9533 | 0.4219 | 0.9533 | 0.9764 |
310
- | 0.3972 | 5.0291 | 518 | 0.9629 | 0.3836 | 0.9629 | 0.9813 |
311
- | 0.3972 | 5.0485 | 520 | 0.9554 | 0.4256 | 0.9554 | 0.9774 |
312
- | 0.3972 | 5.0680 | 522 | 0.9832 | 0.3418 | 0.9832 | 0.9916 |
313
- | 0.3972 | 5.0874 | 524 | 0.9954 | 0.3270 | 0.9954 | 0.9977 |
314
- | 0.3972 | 5.1068 | 526 | 0.9701 | 0.3796 | 0.9701 | 0.9849 |
315
- | 0.3972 | 5.1262 | 528 | 0.9790 | 0.3733 | 0.9790 | 0.9895 |
316
- | 0.3972 | 5.1456 | 530 | 1.0147 | 0.2966 | 1.0147 | 1.0073 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
317
 
318
 
319
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k19_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k19_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.0804
19
+ - Qwk: 0.2629
20
+ - Mse: 1.0804
21
+ - Rmse: 1.0394
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0213 | 2 | 4.7132 | 0.0010 | 4.7132 | 2.1710 |
53
+ | No log | 0.0426 | 4 | 2.8725 | 0.0 | 2.8725 | 1.6949 |
54
+ | No log | 0.0638 | 6 | 2.1840 | -0.0634 | 2.1840 | 1.4778 |
55
+ | No log | 0.0851 | 8 | 1.8695 | -0.0811 | 1.8695 | 1.3673 |
56
+ | No log | 0.1064 | 10 | 2.1286 | -0.0636 | 2.1286 | 1.4590 |
57
+ | No log | 0.1277 | 12 | 1.6409 | 0.0076 | 1.6409 | 1.2810 |
58
+ | No log | 0.1489 | 14 | 1.5225 | -0.0422 | 1.5225 | 1.2339 |
59
+ | No log | 0.1702 | 16 | 2.1685 | -0.0599 | 2.1685 | 1.4726 |
60
+ | No log | 0.1915 | 18 | 2.8019 | -0.0987 | 2.8019 | 1.6739 |
61
+ | No log | 0.2128 | 20 | 3.2765 | 0.0330 | 3.2765 | 1.8101 |
62
+ | No log | 0.2340 | 22 | 2.7894 | -0.0974 | 2.7894 | 1.6701 |
63
+ | No log | 0.2553 | 24 | 1.6974 | 0.0917 | 1.6974 | 1.3028 |
64
+ | No log | 0.2766 | 26 | 1.3526 | -0.0401 | 1.3526 | 1.1630 |
65
+ | No log | 0.2979 | 28 | 1.2938 | -0.0052 | 1.2938 | 1.1374 |
66
+ | No log | 0.3191 | 30 | 1.3750 | 0.1200 | 1.3750 | 1.1726 |
67
+ | No log | 0.3404 | 32 | 1.6046 | 0.0838 | 1.6046 | 1.2667 |
68
+ | No log | 0.3617 | 34 | 1.5223 | 0.1346 | 1.5223 | 1.2338 |
69
+ | No log | 0.3830 | 36 | 1.3102 | 0.1045 | 1.3102 | 1.1446 |
70
+ | No log | 0.4043 | 38 | 1.2445 | 0.1849 | 1.2445 | 1.1156 |
71
+ | No log | 0.4255 | 40 | 1.2638 | 0.2278 | 1.2638 | 1.1242 |
72
+ | No log | 0.4468 | 42 | 1.2944 | 0.1050 | 1.2944 | 1.1377 |
73
+ | No log | 0.4681 | 44 | 1.5173 | 0.1426 | 1.5173 | 1.2318 |
74
+ | No log | 0.4894 | 46 | 2.0090 | 0.1030 | 2.0090 | 1.4174 |
75
+ | No log | 0.5106 | 48 | 2.3993 | 0.1099 | 2.3993 | 1.5490 |
76
+ | No log | 0.5319 | 50 | 1.8777 | 0.1941 | 1.8777 | 1.3703 |
77
+ | No log | 0.5532 | 52 | 1.3895 | 0.1658 | 1.3895 | 1.1788 |
78
+ | No log | 0.5745 | 54 | 1.3461 | 0.1658 | 1.3461 | 1.1602 |
79
+ | No log | 0.5957 | 56 | 1.4238 | 0.1658 | 1.4238 | 1.1932 |
80
+ | No log | 0.6170 | 58 | 1.3861 | 0.1260 | 1.3861 | 1.1773 |
81
+ | No log | 0.6383 | 60 | 1.4063 | 0.1379 | 1.4063 | 1.1859 |
82
+ | No log | 0.6596 | 62 | 1.3760 | 0.1260 | 1.3760 | 1.1730 |
83
+ | No log | 0.6809 | 64 | 1.3963 | 0.1260 | 1.3963 | 1.1817 |
84
+ | No log | 0.7021 | 66 | 1.3398 | 0.0547 | 1.3398 | 1.1575 |
85
+ | No log | 0.7234 | 68 | 1.3270 | 0.0230 | 1.3270 | 1.1520 |
86
+ | No log | 0.7447 | 70 | 1.3215 | 0.0414 | 1.3215 | 1.1496 |
87
+ | No log | 0.7660 | 72 | 1.3386 | 0.0322 | 1.3386 | 1.1570 |
88
+ | No log | 0.7872 | 74 | 1.3535 | 0.0481 | 1.3535 | 1.1634 |
89
+ | No log | 0.8085 | 76 | 1.7029 | 0.1630 | 1.7029 | 1.3050 |
90
+ | No log | 0.8298 | 78 | 2.0409 | 0.1204 | 2.0409 | 1.4286 |
91
+ | No log | 0.8511 | 80 | 1.7724 | 0.1225 | 1.7724 | 1.3313 |
92
+ | No log | 0.8723 | 82 | 1.4365 | 0.1565 | 1.4365 | 1.1985 |
93
+ | No log | 0.8936 | 84 | 1.2857 | 0.0741 | 1.2857 | 1.1339 |
94
+ | No log | 0.9149 | 86 | 1.2771 | 0.0741 | 1.2771 | 1.1301 |
95
+ | No log | 0.9362 | 88 | 1.2967 | 0.0741 | 1.2967 | 1.1387 |
96
+ | No log | 0.9574 | 90 | 1.3215 | 0.0322 | 1.3215 | 1.1496 |
97
+ | No log | 0.9787 | 92 | 1.4597 | 0.1168 | 1.4597 | 1.2082 |
98
+ | No log | 1.0 | 94 | 1.8167 | 0.0898 | 1.8167 | 1.3479 |
99
+ | No log | 1.0213 | 96 | 2.1858 | 0.0399 | 2.1858 | 1.4785 |
100
+ | No log | 1.0426 | 98 | 1.9333 | 0.1747 | 1.9333 | 1.3904 |
101
+ | No log | 1.0638 | 100 | 1.4375 | 0.0893 | 1.4375 | 1.1990 |
102
+ | No log | 1.0851 | 102 | 1.2771 | 0.2541 | 1.2771 | 1.1301 |
103
+ | No log | 1.1064 | 104 | 1.2754 | 0.2663 | 1.2754 | 1.1294 |
104
+ | No log | 1.1277 | 106 | 1.4076 | 0.2217 | 1.4076 | 1.1864 |
105
+ | No log | 1.1489 | 108 | 1.4701 | 0.2387 | 1.4701 | 1.2125 |
106
+ | No log | 1.1702 | 110 | 1.3053 | 0.1322 | 1.3053 | 1.1425 |
107
+ | No log | 1.1915 | 112 | 1.2295 | 0.2237 | 1.2295 | 1.1088 |
108
+ | No log | 1.2128 | 114 | 1.2134 | 0.3520 | 1.2134 | 1.1015 |
109
+ | No log | 1.2340 | 116 | 1.1929 | 0.2668 | 1.1929 | 1.0922 |
110
+ | No log | 1.2553 | 118 | 1.1851 | 0.2837 | 1.1851 | 1.0886 |
111
+ | No log | 1.2766 | 120 | 1.1958 | 0.4143 | 1.1958 | 1.0935 |
112
+ | No log | 1.2979 | 122 | 1.2232 | 0.1207 | 1.2232 | 1.1060 |
113
+ | No log | 1.3191 | 124 | 1.2221 | 0.0964 | 1.2221 | 1.1055 |
114
+ | No log | 1.3404 | 126 | 1.1733 | 0.1691 | 1.1733 | 1.0832 |
115
+ | No log | 1.3617 | 128 | 1.1759 | 0.2221 | 1.1759 | 1.0844 |
116
+ | No log | 1.3830 | 130 | 1.2626 | 0.2087 | 1.2626 | 1.1237 |
117
+ | No log | 1.4043 | 132 | 1.4485 | 0.3094 | 1.4485 | 1.2036 |
118
+ | No log | 1.4255 | 134 | 1.5565 | 0.3152 | 1.5565 | 1.2476 |
119
+ | No log | 1.4468 | 136 | 1.4194 | 0.2769 | 1.4194 | 1.1914 |
120
+ | No log | 1.4681 | 138 | 1.2426 | 0.3610 | 1.2426 | 1.1147 |
121
+ | No log | 1.4894 | 140 | 1.1326 | 0.4196 | 1.1326 | 1.0643 |
122
+ | No log | 1.5106 | 142 | 1.0915 | 0.3728 | 1.0915 | 1.0447 |
123
+ | No log | 1.5319 | 144 | 1.0927 | 0.4541 | 1.0927 | 1.0453 |
124
+ | No log | 1.5532 | 146 | 1.1087 | 0.4318 | 1.1087 | 1.0529 |
125
+ | No log | 1.5745 | 148 | 1.1257 | 0.3837 | 1.1257 | 1.0610 |
126
+ | No log | 1.5957 | 150 | 1.1824 | 0.3449 | 1.1824 | 1.0874 |
127
+ | No log | 1.6170 | 152 | 1.2049 | 0.2962 | 1.2049 | 1.0977 |
128
+ | No log | 1.6383 | 154 | 1.2039 | 0.2456 | 1.2039 | 1.0972 |
129
+ | No log | 1.6596 | 156 | 1.2129 | 0.2509 | 1.2129 | 1.1013 |
130
+ | No log | 1.6809 | 158 | 1.1803 | 0.3674 | 1.1803 | 1.0864 |
131
+ | No log | 1.7021 | 160 | 1.1903 | 0.3803 | 1.1903 | 1.0910 |
132
+ | No log | 1.7234 | 162 | 1.2210 | 0.3008 | 1.2210 | 1.1050 |
133
+ | No log | 1.7447 | 164 | 1.2236 | 0.3361 | 1.2236 | 1.1062 |
134
+ | No log | 1.7660 | 166 | 1.2143 | 0.3053 | 1.2143 | 1.1019 |
135
+ | No log | 1.7872 | 168 | 1.2261 | 0.3429 | 1.2261 | 1.1073 |
136
+ | No log | 1.8085 | 170 | 1.2404 | 0.3195 | 1.2404 | 1.1137 |
137
+ | No log | 1.8298 | 172 | 1.2728 | 0.3249 | 1.2728 | 1.1282 |
138
+ | No log | 1.8511 | 174 | 1.2384 | 0.3249 | 1.2384 | 1.1128 |
139
+ | No log | 1.8723 | 176 | 1.2079 | 0.3622 | 1.2079 | 1.0990 |
140
+ | No log | 1.8936 | 178 | 1.1865 | 0.4262 | 1.1865 | 1.0893 |
141
+ | No log | 1.9149 | 180 | 1.2075 | 0.3441 | 1.2075 | 1.0989 |
142
+ | No log | 1.9362 | 182 | 1.1833 | 0.3441 | 1.1833 | 1.0878 |
143
+ | No log | 1.9574 | 184 | 1.1268 | 0.4108 | 1.1268 | 1.0615 |
144
+ | No log | 1.9787 | 186 | 1.1561 | 0.3081 | 1.1561 | 1.0752 |
145
+ | No log | 2.0 | 188 | 1.1620 | 0.2833 | 1.1620 | 1.0780 |
146
+ | No log | 2.0213 | 190 | 1.1261 | 0.3367 | 1.1261 | 1.0612 |
147
+ | No log | 2.0426 | 192 | 1.0736 | 0.4578 | 1.0736 | 1.0362 |
148
+ | No log | 2.0638 | 194 | 1.0895 | 0.4935 | 1.0895 | 1.0438 |
149
+ | No log | 2.0851 | 196 | 1.0772 | 0.4910 | 1.0772 | 1.0379 |
150
+ | No log | 2.1064 | 198 | 1.0778 | 0.4994 | 1.0778 | 1.0382 |
151
+ | No log | 2.1277 | 200 | 1.1652 | 0.3259 | 1.1652 | 1.0794 |
152
+ | No log | 2.1489 | 202 | 1.2688 | 0.2783 | 1.2688 | 1.1264 |
153
+ | No log | 2.1702 | 204 | 1.2719 | 0.2863 | 1.2719 | 1.1278 |
154
+ | No log | 2.1915 | 206 | 1.1350 | 0.3141 | 1.1350 | 1.0653 |
155
+ | No log | 2.2128 | 208 | 1.0320 | 0.4060 | 1.0320 | 1.0159 |
156
+ | No log | 2.2340 | 210 | 1.0111 | 0.4937 | 1.0111 | 1.0055 |
157
+ | No log | 2.2553 | 212 | 1.0123 | 0.4965 | 1.0123 | 1.0061 |
158
+ | No log | 2.2766 | 214 | 1.0142 | 0.4358 | 1.0142 | 1.0071 |
159
+ | No log | 2.2979 | 216 | 1.0355 | 0.4417 | 1.0355 | 1.0176 |
160
+ | No log | 2.3191 | 218 | 1.0504 | 0.4616 | 1.0504 | 1.0249 |
161
+ | No log | 2.3404 | 220 | 1.0721 | 0.4229 | 1.0721 | 1.0354 |
162
+ | No log | 2.3617 | 222 | 1.0799 | 0.4653 | 1.0799 | 1.0392 |
163
+ | No log | 2.3830 | 224 | 1.0592 | 0.3361 | 1.0592 | 1.0292 |
164
+ | No log | 2.4043 | 226 | 1.0648 | 0.3300 | 1.0648 | 1.0319 |
165
+ | No log | 2.4255 | 228 | 1.0684 | 0.3608 | 1.0684 | 1.0337 |
166
+ | No log | 2.4468 | 230 | 1.0933 | 0.3596 | 1.0933 | 1.0456 |
167
+ | No log | 2.4681 | 232 | 1.1164 | 0.3875 | 1.1164 | 1.0566 |
168
+ | No log | 2.4894 | 234 | 1.1128 | 0.4326 | 1.1128 | 1.0549 |
169
+ | No log | 2.5106 | 236 | 1.1305 | 0.3953 | 1.1305 | 1.0632 |
170
+ | No log | 2.5319 | 238 | 1.1626 | 0.3254 | 1.1626 | 1.0782 |
171
+ | No log | 2.5532 | 240 | 1.1697 | 0.3497 | 1.1697 | 1.0815 |
172
+ | No log | 2.5745 | 242 | 1.1180 | 0.3913 | 1.1180 | 1.0574 |
173
+ | No log | 2.5957 | 244 | 1.0978 | 0.3875 | 1.0978 | 1.0478 |
174
+ | No log | 2.6170 | 246 | 1.1223 | 0.3033 | 1.1223 | 1.0594 |
175
+ | No log | 2.6383 | 248 | 1.1937 | 0.2940 | 1.1937 | 1.0926 |
176
+ | No log | 2.6596 | 250 | 1.2081 | 0.2501 | 1.2081 | 1.0991 |
177
+ | No log | 2.6809 | 252 | 1.1427 | 0.2804 | 1.1427 | 1.0690 |
178
+ | No log | 2.7021 | 254 | 1.1451 | 0.2567 | 1.1451 | 1.0701 |
179
+ | No log | 2.7234 | 256 | 1.1675 | 0.2135 | 1.1675 | 1.0805 |
180
+ | No log | 2.7447 | 258 | 1.1954 | 0.1651 | 1.1954 | 1.0933 |
181
+ | No log | 2.7660 | 260 | 1.2074 | 0.2306 | 1.2074 | 1.0988 |
182
+ | No log | 2.7872 | 262 | 1.1832 | 0.2661 | 1.1832 | 1.0877 |
183
+ | No log | 2.8085 | 264 | 1.1841 | 0.2424 | 1.1841 | 1.0882 |
184
+ | No log | 2.8298 | 266 | 1.2146 | 0.2709 | 1.2146 | 1.1021 |
185
+ | No log | 2.8511 | 268 | 1.2599 | 0.2156 | 1.2599 | 1.1224 |
186
+ | No log | 2.8723 | 270 | 1.3566 | 0.2382 | 1.3566 | 1.1647 |
187
+ | No log | 2.8936 | 272 | 1.4007 | 0.2635 | 1.4007 | 1.1835 |
188
+ | No log | 2.9149 | 274 | 1.2765 | 0.2439 | 1.2765 | 1.1298 |
189
+ | No log | 2.9362 | 276 | 1.2191 | 0.1959 | 1.2191 | 1.1041 |
190
+ | No log | 2.9574 | 278 | 1.2009 | 0.1621 | 1.2009 | 1.0959 |
191
+ | No log | 2.9787 | 280 | 1.2165 | 0.2327 | 1.2165 | 1.1030 |
192
+ | No log | 3.0 | 282 | 1.3355 | 0.2161 | 1.3355 | 1.1556 |
193
+ | No log | 3.0213 | 284 | 1.5035 | 0.2676 | 1.5035 | 1.2262 |
194
+ | No log | 3.0426 | 286 | 1.4777 | 0.2913 | 1.4777 | 1.2156 |
195
+ | No log | 3.0638 | 288 | 1.3213 | 0.2359 | 1.3213 | 1.1495 |
196
+ | No log | 3.0851 | 290 | 1.1810 | 0.3053 | 1.1810 | 1.0867 |
197
+ | No log | 3.1064 | 292 | 1.1236 | 0.3329 | 1.1236 | 1.0600 |
198
+ | No log | 3.1277 | 294 | 1.1155 | 0.3166 | 1.1155 | 1.0561 |
199
+ | No log | 3.1489 | 296 | 1.1079 | 0.3224 | 1.1079 | 1.0525 |
200
+ | No log | 3.1702 | 298 | 1.1076 | 0.2409 | 1.1076 | 1.0524 |
201
+ | No log | 3.1915 | 300 | 1.1105 | 0.3838 | 1.1105 | 1.0538 |
202
+ | No log | 3.2128 | 302 | 1.1062 | 0.3885 | 1.1062 | 1.0518 |
203
+ | No log | 3.2340 | 304 | 1.1231 | 0.3406 | 1.1231 | 1.0598 |
204
+ | No log | 3.2553 | 306 | 1.1537 | 0.3031 | 1.1537 | 1.0741 |
205
+ | No log | 3.2766 | 308 | 1.1464 | 0.3476 | 1.1464 | 1.0707 |
206
+ | No log | 3.2979 | 310 | 1.1655 | 0.3286 | 1.1655 | 1.0796 |
207
+ | No log | 3.3191 | 312 | 1.1796 | 0.2803 | 1.1796 | 1.0861 |
208
+ | No log | 3.3404 | 314 | 1.1690 | 0.2898 | 1.1690 | 1.0812 |
209
+ | No log | 3.3617 | 316 | 1.1434 | 0.2784 | 1.1434 | 1.0693 |
210
+ | No log | 3.3830 | 318 | 1.1179 | 0.3039 | 1.1179 | 1.0573 |
211
+ | No log | 3.4043 | 320 | 1.1345 | 0.3146 | 1.1345 | 1.0651 |
212
+ | No log | 3.4255 | 322 | 1.3075 | 0.2846 | 1.3075 | 1.1435 |
213
+ | No log | 3.4468 | 324 | 1.3974 | 0.2739 | 1.3974 | 1.1821 |
214
+ | No log | 3.4681 | 326 | 1.2605 | 0.2846 | 1.2605 | 1.1227 |
215
+ | No log | 3.4894 | 328 | 1.1223 | 0.3391 | 1.1223 | 1.0594 |
216
+ | No log | 3.5106 | 330 | 1.1800 | 0.3297 | 1.1800 | 1.0863 |
217
+ | No log | 3.5319 | 332 | 1.2281 | 0.2725 | 1.2281 | 1.1082 |
218
+ | No log | 3.5532 | 334 | 1.1782 | 0.3083 | 1.1782 | 1.0855 |
219
+ | No log | 3.5745 | 336 | 1.1321 | 0.2871 | 1.1321 | 1.0640 |
220
+ | No log | 3.5957 | 338 | 1.1542 | 0.2699 | 1.1542 | 1.0743 |
221
+ | No log | 3.6170 | 340 | 1.3202 | 0.2350 | 1.3202 | 1.1490 |
222
+ | No log | 3.6383 | 342 | 1.3279 | 0.2350 | 1.3279 | 1.1524 |
223
+ | No log | 3.6596 | 344 | 1.1729 | 0.2510 | 1.1729 | 1.0830 |
224
+ | No log | 3.6809 | 346 | 1.1192 | 0.2850 | 1.1192 | 1.0579 |
225
+ | No log | 3.7021 | 348 | 1.1761 | 0.2119 | 1.1761 | 1.0845 |
226
+ | No log | 3.7234 | 350 | 1.1462 | 0.2019 | 1.1462 | 1.0706 |
227
+ | No log | 3.7447 | 352 | 1.0916 | 0.2038 | 1.0916 | 1.0448 |
228
+ | No log | 3.7660 | 354 | 1.0649 | 0.3511 | 1.0649 | 1.0319 |
229
+ | No log | 3.7872 | 356 | 1.0665 | 0.3956 | 1.0665 | 1.0327 |
230
+ | No log | 3.8085 | 358 | 1.0950 | 0.3782 | 1.0950 | 1.0464 |
231
+ | No log | 3.8298 | 360 | 1.1021 | 0.4035 | 1.1021 | 1.0498 |
232
+ | No log | 3.8511 | 362 | 1.1058 | 0.4035 | 1.1058 | 1.0516 |
233
+ | No log | 3.8723 | 364 | 1.1010 | 0.3782 | 1.1010 | 1.0493 |
234
+ | No log | 3.8936 | 366 | 1.0628 | 0.3745 | 1.0628 | 1.0309 |
235
+ | No log | 3.9149 | 368 | 1.0392 | 0.4064 | 1.0392 | 1.0194 |
236
+ | No log | 3.9362 | 370 | 1.0399 | 0.3468 | 1.0399 | 1.0198 |
237
+ | No log | 3.9574 | 372 | 1.0389 | 0.3930 | 1.0389 | 1.0193 |
238
+ | No log | 3.9787 | 374 | 1.0527 | 0.3875 | 1.0527 | 1.0260 |
239
+ | No log | 4.0 | 376 | 1.0694 | 0.3555 | 1.0694 | 1.0341 |
240
+ | No log | 4.0213 | 378 | 1.0908 | 0.3596 | 1.0908 | 1.0444 |
241
+ | No log | 4.0426 | 380 | 1.0782 | 0.3463 | 1.0782 | 1.0383 |
242
+ | No log | 4.0638 | 382 | 1.0668 | 0.4037 | 1.0668 | 1.0329 |
243
+ | No log | 4.0851 | 384 | 1.0739 | 0.4465 | 1.0739 | 1.0363 |
244
+ | No log | 4.1064 | 386 | 1.0724 | 0.3966 | 1.0724 | 1.0355 |
245
+ | No log | 4.1277 | 388 | 1.0698 | 0.3663 | 1.0698 | 1.0343 |
246
+ | No log | 4.1489 | 390 | 1.0771 | 0.2877 | 1.0771 | 1.0378 |
247
+ | No log | 4.1702 | 392 | 1.0885 | 0.3091 | 1.0885 | 1.0433 |
248
+ | No log | 4.1915 | 394 | 1.0657 | 0.3602 | 1.0657 | 1.0323 |
249
+ | No log | 4.2128 | 396 | 1.0417 | 0.3764 | 1.0417 | 1.0206 |
250
+ | No log | 4.2340 | 398 | 1.0380 | 0.3554 | 1.0380 | 1.0188 |
251
+ | No log | 4.2553 | 400 | 1.0507 | 0.3081 | 1.0507 | 1.0250 |
252
+ | No log | 4.2766 | 402 | 1.0507 | 0.3448 | 1.0507 | 1.0250 |
253
+ | No log | 4.2979 | 404 | 1.0263 | 0.3448 | 1.0263 | 1.0131 |
254
+ | No log | 4.3191 | 406 | 1.0023 | 0.3991 | 1.0023 | 1.0012 |
255
+ | No log | 4.3404 | 408 | 1.0092 | 0.3578 | 1.0092 | 1.0046 |
256
+ | No log | 4.3617 | 410 | 1.0224 | 0.3838 | 1.0224 | 1.0111 |
257
+ | No log | 4.3830 | 412 | 1.0180 | 0.3943 | 1.0180 | 1.0090 |
258
+ | No log | 4.4043 | 414 | 1.0128 | 0.4724 | 1.0128 | 1.0064 |
259
+ | No log | 4.4255 | 416 | 0.9957 | 0.4413 | 0.9957 | 0.9979 |
260
+ | No log | 4.4468 | 418 | 1.0205 | 0.4271 | 1.0205 | 1.0102 |
261
+ | No log | 4.4681 | 420 | 1.0839 | 0.3404 | 1.0839 | 1.0411 |
262
+ | No log | 4.4894 | 422 | 1.0920 | 0.3095 | 1.0920 | 1.0450 |
263
+ | No log | 4.5106 | 424 | 1.0375 | 0.3719 | 1.0375 | 1.0186 |
264
+ | No log | 4.5319 | 426 | 1.0113 | 0.4081 | 1.0113 | 1.0056 |
265
+ | No log | 4.5532 | 428 | 1.0487 | 0.4067 | 1.0487 | 1.0241 |
266
+ | No log | 4.5745 | 430 | 1.0730 | 0.3326 | 1.0730 | 1.0358 |
267
+ | No log | 4.5957 | 432 | 1.0498 | 0.2704 | 1.0498 | 1.0246 |
268
+ | No log | 4.6170 | 434 | 1.0591 | 0.3382 | 1.0591 | 1.0291 |
269
+ | No log | 4.6383 | 436 | 1.0869 | 0.3947 | 1.0869 | 1.0425 |
270
+ | No log | 4.6596 | 438 | 1.0646 | 0.3500 | 1.0646 | 1.0318 |
271
+ | No log | 4.6809 | 440 | 1.0521 | 0.4042 | 1.0521 | 1.0257 |
272
+ | No log | 4.7021 | 442 | 1.0496 | 0.4216 | 1.0496 | 1.0245 |
273
+ | No log | 4.7234 | 444 | 1.0482 | 0.3869 | 1.0482 | 1.0238 |
274
+ | No log | 4.7447 | 446 | 1.0511 | 0.4212 | 1.0511 | 1.0252 |
275
+ | No log | 4.7660 | 448 | 1.0193 | 0.4004 | 1.0193 | 1.0096 |
276
+ | No log | 4.7872 | 450 | 1.0174 | 0.3552 | 1.0174 | 1.0086 |
277
+ | No log | 4.8085 | 452 | 1.0309 | 0.3160 | 1.0309 | 1.0153 |
278
+ | No log | 4.8298 | 454 | 1.0675 | 0.2557 | 1.0675 | 1.0332 |
279
+ | No log | 4.8511 | 456 | 1.0750 | 0.2557 | 1.0750 | 1.0368 |
280
+ | No log | 4.8723 | 458 | 1.0641 | 0.2132 | 1.0641 | 1.0315 |
281
+ | No log | 4.8936 | 460 | 1.0543 | 0.2132 | 1.0543 | 1.0268 |
282
+ | No log | 4.9149 | 462 | 1.0539 | 0.3437 | 1.0539 | 1.0266 |
283
+ | No log | 4.9362 | 464 | 1.0645 | 0.3337 | 1.0645 | 1.0317 |
284
+ | No log | 4.9574 | 466 | 1.0717 | 0.3780 | 1.0717 | 1.0352 |
285
+ | No log | 4.9787 | 468 | 1.0522 | 0.3015 | 1.0522 | 1.0258 |
286
+ | No log | 5.0 | 470 | 1.0635 | 0.3343 | 1.0635 | 1.0313 |
287
+ | No log | 5.0213 | 472 | 1.1042 | 0.3317 | 1.1042 | 1.0508 |
288
+ | No log | 5.0426 | 474 | 1.0811 | 0.3400 | 1.0811 | 1.0398 |
289
+ | No log | 5.0638 | 476 | 1.0625 | 0.3897 | 1.0625 | 1.0308 |
290
+ | No log | 5.0851 | 478 | 1.1425 | 0.3644 | 1.1425 | 1.0689 |
291
+ | No log | 5.1064 | 480 | 1.2203 | 0.2985 | 1.2203 | 1.1047 |
292
+ | No log | 5.1277 | 482 | 1.1894 | 0.3149 | 1.1894 | 1.0906 |
293
+ | No log | 5.1489 | 484 | 1.1029 | 0.3584 | 1.1029 | 1.0502 |
294
+ | No log | 5.1702 | 486 | 1.0646 | 0.3608 | 1.0646 | 1.0318 |
295
+ | No log | 5.1915 | 488 | 1.0640 | 0.3361 | 1.0640 | 1.0315 |
296
+ | No log | 5.2128 | 490 | 1.0643 | 0.3454 | 1.0643 | 1.0317 |
297
+ | No log | 5.2340 | 492 | 1.0608 | 0.3601 | 1.0608 | 1.0299 |
298
+ | No log | 5.2553 | 494 | 1.0475 | 0.3858 | 1.0475 | 1.0235 |
299
+ | No log | 5.2766 | 496 | 1.0763 | 0.3463 | 1.0763 | 1.0375 |
300
+ | No log | 5.2979 | 498 | 1.1345 | 0.3346 | 1.1345 | 1.0651 |
301
+ | 0.3822 | 5.3191 | 500 | 1.1308 | 0.3009 | 1.1308 | 1.0634 |
302
+ | 0.3822 | 5.3404 | 502 | 1.1110 | 0.3218 | 1.1110 | 1.0540 |
303
+ | 0.3822 | 5.3617 | 504 | 1.0930 | 0.3301 | 1.0930 | 1.0455 |
304
+ | 0.3822 | 5.3830 | 506 | 1.0873 | 0.3230 | 1.0873 | 1.0427 |
305
+ | 0.3822 | 5.4043 | 508 | 1.0967 | 0.3243 | 1.0967 | 1.0473 |
306
+ | 0.3822 | 5.4255 | 510 | 1.1070 | 0.3794 | 1.1070 | 1.0522 |
307
+ | 0.3822 | 5.4468 | 512 | 1.1024 | 0.3243 | 1.1024 | 1.0499 |
308
+ | 0.3822 | 5.4681 | 514 | 1.0953 | 0.2502 | 1.0953 | 1.0466 |
309
+ | 0.3822 | 5.4894 | 516 | 1.0991 | 0.3180 | 1.0991 | 1.0484 |
310
+ | 0.3822 | 5.5106 | 518 | 1.1141 | 0.2728 | 1.1141 | 1.0555 |
311
+ | 0.3822 | 5.5319 | 520 | 1.1215 | 0.2851 | 1.1215 | 1.0590 |
312
+ | 0.3822 | 5.5532 | 522 | 1.0969 | 0.2851 | 1.0969 | 1.0473 |
313
+ | 0.3822 | 5.5745 | 524 | 1.0823 | 0.3268 | 1.0823 | 1.0403 |
314
+ | 0.3822 | 5.5957 | 526 | 1.0887 | 0.3363 | 1.0887 | 1.0434 |
315
+ | 0.3822 | 5.6170 | 528 | 1.0965 | 0.3268 | 1.0965 | 1.0472 |
316
+ | 0.3822 | 5.6383 | 530 | 1.1139 | 0.3441 | 1.1139 | 1.0554 |
317
+ | 0.3822 | 5.6596 | 532 | 1.1251 | 0.3480 | 1.1251 | 1.0607 |
318
+ | 0.3822 | 5.6809 | 534 | 1.1346 | 0.3480 | 1.1346 | 1.0652 |
319
+ | 0.3822 | 5.7021 | 536 | 1.1026 | 0.3736 | 1.1026 | 1.0500 |
320
+ | 0.3822 | 5.7234 | 538 | 1.0808 | 0.4444 | 1.0808 | 1.0396 |
321
+ | 0.3822 | 5.7447 | 540 | 1.0653 | 0.4217 | 1.0653 | 1.0321 |
322
+ | 0.3822 | 5.7660 | 542 | 1.0541 | 0.3590 | 1.0541 | 1.0267 |
323
+ | 0.3822 | 5.7872 | 544 | 1.0529 | 0.2754 | 1.0529 | 1.0261 |
324
+ | 0.3822 | 5.8085 | 546 | 1.0502 | 0.2754 | 1.0502 | 1.0248 |
325
+ | 0.3822 | 5.8298 | 548 | 1.0608 | 0.3115 | 1.0608 | 1.0300 |
326
+ | 0.3822 | 5.8511 | 550 | 1.0956 | 0.3970 | 1.0956 | 1.0467 |
327
+ | 0.3822 | 5.8723 | 552 | 1.0828 | 0.4107 | 1.0828 | 1.0406 |
328
+ | 0.3822 | 5.8936 | 554 | 1.0546 | 0.3711 | 1.0546 | 1.0269 |
329
+ | 0.3822 | 5.9149 | 556 | 1.0788 | 0.3467 | 1.0788 | 1.0387 |
330
+ | 0.3822 | 5.9362 | 558 | 1.2193 | 0.3145 | 1.2193 | 1.1042 |
331
+ | 0.3822 | 5.9574 | 560 | 1.3824 | 0.2383 | 1.3824 | 1.1758 |
332
+ | 0.3822 | 5.9787 | 562 | 1.3710 | 0.2383 | 1.3710 | 1.1709 |
333
+ | 0.3822 | 6.0 | 564 | 1.2329 | 0.2690 | 1.2329 | 1.1104 |
334
+ | 0.3822 | 6.0213 | 566 | 1.0967 | 0.3355 | 1.0967 | 1.0473 |
335
+ | 0.3822 | 6.0426 | 568 | 1.0463 | 0.3094 | 1.0463 | 1.0229 |
336
+ | 0.3822 | 6.0638 | 570 | 1.1128 | 0.3560 | 1.1128 | 1.0549 |
337
+ | 0.3822 | 6.0851 | 572 | 1.1440 | 0.3068 | 1.1440 | 1.0696 |
338
+ | 0.3822 | 6.1064 | 574 | 1.1022 | 0.1920 | 1.1022 | 1.0499 |
339
+ | 0.3822 | 6.1277 | 576 | 1.0787 | 0.2244 | 1.0787 | 1.0386 |
340
+ | 0.3822 | 6.1489 | 578 | 1.0967 | 0.2499 | 1.0967 | 1.0473 |
341
+ | 0.3822 | 6.1702 | 580 | 1.0813 | 0.2694 | 1.0813 | 1.0399 |
342
+ | 0.3822 | 6.1915 | 582 | 1.0587 | 0.3139 | 1.0587 | 1.0290 |
343
+ | 0.3822 | 6.2128 | 584 | 1.0696 | 0.3886 | 1.0696 | 1.0342 |
344
+ | 0.3822 | 6.2340 | 586 | 1.0677 | 0.3979 | 1.0677 | 1.0333 |
345
+ | 0.3822 | 6.2553 | 588 | 1.0492 | 0.3520 | 1.0492 | 1.0243 |
346
+ | 0.3822 | 6.2766 | 590 | 1.0357 | 0.3018 | 1.0357 | 1.0177 |
347
+ | 0.3822 | 6.2979 | 592 | 1.0715 | 0.4059 | 1.0715 | 1.0351 |
348
+ | 0.3822 | 6.3191 | 594 | 1.1373 | 0.3347 | 1.1373 | 1.0664 |
349
+ | 0.3822 | 6.3404 | 596 | 1.1469 | 0.3314 | 1.1469 | 1.0709 |
350
+ | 0.3822 | 6.3617 | 598 | 1.0956 | 0.3584 | 1.0956 | 1.0467 |
351
+ | 0.3822 | 6.3830 | 600 | 1.0544 | 0.3596 | 1.0544 | 1.0269 |
352
+ | 0.3822 | 6.4043 | 602 | 1.0540 | 0.3018 | 1.0540 | 1.0266 |
353
+ | 0.3822 | 6.4255 | 604 | 1.0557 | 0.3018 | 1.0557 | 1.0275 |
354
+ | 0.3822 | 6.4468 | 606 | 1.0624 | 0.3164 | 1.0624 | 1.0307 |
355
+ | 0.3822 | 6.4681 | 608 | 1.0666 | 0.3583 | 1.0666 | 1.0328 |
356
+ | 0.3822 | 6.4894 | 610 | 1.0709 | 0.3814 | 1.0709 | 1.0348 |
357
+ | 0.3822 | 6.5106 | 612 | 1.0795 | 0.4098 | 1.0795 | 1.0390 |
358
+ | 0.3822 | 6.5319 | 614 | 1.0700 | 0.4 | 1.0700 | 1.0344 |
359
+ | 0.3822 | 6.5532 | 616 | 1.0519 | 0.3681 | 1.0519 | 1.0256 |
360
+ | 0.3822 | 6.5745 | 618 | 1.0435 | 0.3705 | 1.0435 | 1.0215 |
361
+ | 0.3822 | 6.5957 | 620 | 1.0549 | 0.3493 | 1.0549 | 1.0271 |
362
+ | 0.3822 | 6.6170 | 622 | 1.0617 | 0.2723 | 1.0617 | 1.0304 |
363
+ | 0.3822 | 6.6383 | 624 | 1.0563 | 0.3117 | 1.0563 | 1.0277 |
364
+ | 0.3822 | 6.6596 | 626 | 1.0627 | 0.3190 | 1.0627 | 1.0309 |
365
+ | 0.3822 | 6.6809 | 628 | 1.0598 | 0.3190 | 1.0598 | 1.0295 |
366
+ | 0.3822 | 6.7021 | 630 | 1.0448 | 0.2643 | 1.0448 | 1.0222 |
367
+ | 0.3822 | 6.7234 | 632 | 1.0309 | 0.3045 | 1.0309 | 1.0153 |
368
+ | 0.3822 | 6.7447 | 634 | 1.0316 | 0.2640 | 1.0316 | 1.0157 |
369
+ | 0.3822 | 6.7660 | 636 | 1.0286 | 0.2486 | 1.0286 | 1.0142 |
370
+ | 0.3822 | 6.7872 | 638 | 1.0230 | 0.2893 | 1.0230 | 1.0114 |
371
+ | 0.3822 | 6.8085 | 640 | 1.0246 | 0.3508 | 1.0246 | 1.0122 |
372
+ | 0.3822 | 6.8298 | 642 | 1.0372 | 0.3583 | 1.0373 | 1.0185 |
373
+ | 0.3822 | 6.8511 | 644 | 1.0610 | 0.3312 | 1.0610 | 1.0301 |
374
+ | 0.3822 | 6.8723 | 646 | 1.0793 | 0.3146 | 1.0793 | 1.0389 |
375
+ | 0.3822 | 6.8936 | 648 | 1.0570 | 0.3346 | 1.0570 | 1.0281 |
376
+ | 0.3822 | 6.9149 | 650 | 1.0415 | 0.3596 | 1.0415 | 1.0205 |
377
+ | 0.3822 | 6.9362 | 652 | 1.0418 | 0.3845 | 1.0418 | 1.0207 |
378
+ | 0.3822 | 6.9574 | 654 | 1.0451 | 0.4316 | 1.0451 | 1.0223 |
379
+ | 0.3822 | 6.9787 | 656 | 1.0500 | 0.4218 | 1.0500 | 1.0247 |
380
+ | 0.3822 | 7.0 | 658 | 1.0585 | 0.3788 | 1.0585 | 1.0288 |
381
+ | 0.3822 | 7.0213 | 660 | 1.0753 | 0.3584 | 1.0753 | 1.0370 |
382
+ | 0.3822 | 7.0426 | 662 | 1.0853 | 0.3733 | 1.0853 | 1.0418 |
383
+ | 0.3822 | 7.0638 | 664 | 1.0809 | 0.3692 | 1.0809 | 1.0397 |
384
+ | 0.3822 | 7.0851 | 666 | 1.0879 | 0.3983 | 1.0879 | 1.0430 |
385
+ | 0.3822 | 7.1064 | 668 | 1.0848 | 0.3327 | 1.0848 | 1.0415 |
386
+ | 0.3822 | 7.1277 | 670 | 1.0802 | 0.2432 | 1.0802 | 1.0393 |
387
+ | 0.3822 | 7.1489 | 672 | 1.0781 | 0.2432 | 1.0781 | 1.0383 |
388
+ | 0.3822 | 7.1702 | 674 | 1.0737 | 0.2432 | 1.0737 | 1.0362 |
389
+ | 0.3822 | 7.1915 | 676 | 1.0772 | 0.2629 | 1.0772 | 1.0379 |
390
+ | 0.3822 | 7.2128 | 678 | 1.0804 | 0.2629 | 1.0804 | 1.0394 |
391
 
392
 
393
  ### Framework versions
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