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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task2_organization

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Training in progress, step 500

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  1. README.md +287 -264
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8315
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- - Qwk: 0.4290
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- - Mse: 0.8315
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- - Rmse: 0.9119
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  ## Model description
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@@ -47,264 +47,287 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.08 | 2 | 4.6328 | 0.0010 | 4.6328 | 2.1524 |
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- | No log | 0.16 | 4 | 2.9019 | 0.0015 | 2.9019 | 1.7035 |
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- | No log | 0.24 | 6 | 1.7877 | 0.0198 | 1.7877 | 1.3371 |
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- | No log | 0.32 | 8 | 1.4700 | -0.0261 | 1.4700 | 1.2124 |
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- | No log | 0.4 | 10 | 1.2383 | 0.1108 | 1.2383 | 1.1128 |
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- | No log | 0.48 | 12 | 1.4928 | 0.0169 | 1.4928 | 1.2218 |
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- | No log | 0.56 | 14 | 2.0456 | 0.1060 | 2.0456 | 1.4303 |
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- | No log | 0.64 | 16 | 1.9477 | 0.1379 | 1.9477 | 1.3956 |
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- | No log | 0.72 | 18 | 1.9568 | 0.1860 | 1.9568 | 1.3989 |
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- | No log | 0.8 | 20 | 1.7803 | 0.1478 | 1.7803 | 1.3343 |
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- | No log | 0.88 | 22 | 1.6257 | 0.0724 | 1.6257 | 1.2750 |
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- | No log | 0.96 | 24 | 1.3773 | 0.0 | 1.3773 | 1.1736 |
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- | No log | 1.04 | 26 | 1.2678 | 0.0637 | 1.2678 | 1.1260 |
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- | No log | 1.12 | 28 | 1.3445 | 0.0 | 1.3445 | 1.1595 |
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- | No log | 1.2 | 30 | 1.3906 | 0.0 | 1.3906 | 1.1793 |
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- | No log | 1.28 | 32 | 1.3842 | 0.0 | 1.3842 | 1.1765 |
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- | No log | 1.3600 | 34 | 1.4295 | 0.0 | 1.4295 | 1.1956 |
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- | No log | 1.44 | 36 | 1.4228 | 0.0 | 1.4228 | 1.1928 |
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- | No log | 1.52 | 38 | 1.1866 | 0.2014 | 1.1866 | 1.0893 |
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- | No log | 1.6 | 40 | 0.9843 | 0.3708 | 0.9843 | 0.9921 |
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- | No log | 1.6800 | 42 | 1.0167 | 0.3570 | 1.0167 | 1.0083 |
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- | No log | 1.76 | 44 | 1.0929 | 0.3394 | 1.0929 | 1.0454 |
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- | No log | 1.8400 | 46 | 1.1927 | 0.2298 | 1.1927 | 1.0921 |
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- | No log | 1.92 | 48 | 1.3266 | 0.1106 | 1.3266 | 1.1518 |
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- | No log | 2.0 | 50 | 1.4676 | 0.0403 | 1.4676 | 1.2115 |
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- | No log | 2.08 | 52 | 1.4086 | 0.0958 | 1.4086 | 1.1868 |
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- | No log | 2.16 | 54 | 1.4504 | 0.0811 | 1.4504 | 1.2043 |
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- | No log | 2.24 | 56 | 1.5052 | 0.0575 | 1.5052 | 1.2269 |
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- | No log | 2.32 | 58 | 1.4342 | 0.1165 | 1.4342 | 1.1976 |
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- | No log | 2.4 | 60 | 1.3514 | 0.1346 | 1.3514 | 1.1625 |
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- | No log | 2.48 | 62 | 1.2667 | 0.1865 | 1.2667 | 1.1255 |
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- | No log | 2.56 | 64 | 1.1706 | 0.3135 | 1.1706 | 1.0819 |
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- | No log | 2.64 | 66 | 1.1644 | 0.2589 | 1.1644 | 1.0791 |
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- | No log | 2.7200 | 68 | 1.2308 | 0.2254 | 1.2308 | 1.1094 |
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- | No log | 2.8 | 70 | 1.3013 | 0.0165 | 1.3013 | 1.1407 |
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- | No log | 2.88 | 72 | 1.2545 | 0.0955 | 1.2545 | 1.1200 |
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- | No log | 2.96 | 74 | 1.1347 | 0.2298 | 1.1347 | 1.0652 |
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- | No log | 3.04 | 76 | 1.0337 | 0.3487 | 1.0337 | 1.0167 |
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- | No log | 3.12 | 78 | 0.9992 | 0.3487 | 0.9992 | 0.9996 |
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- | No log | 3.2 | 80 | 1.0921 | 0.2395 | 1.0921 | 1.0450 |
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- | No log | 3.2800 | 82 | 1.4556 | 0.1916 | 1.4556 | 1.2065 |
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- | No log | 3.36 | 84 | 1.6264 | 0.2593 | 1.6264 | 1.2753 |
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- | No log | 3.44 | 86 | 1.3852 | 0.25 | 1.3852 | 1.1770 |
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- | No log | 3.52 | 88 | 1.1409 | 0.2062 | 1.1409 | 1.0681 |
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- | No log | 3.6 | 90 | 1.0076 | 0.3100 | 1.0076 | 1.0038 |
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- | No log | 3.68 | 92 | 0.9301 | 0.4175 | 0.9301 | 0.9644 |
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- | No log | 3.76 | 94 | 1.0017 | 0.4045 | 1.0017 | 1.0009 |
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- | No log | 3.84 | 96 | 1.0917 | 0.3620 | 1.0917 | 1.0449 |
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- | No log | 3.92 | 98 | 1.0223 | 0.4218 | 1.0223 | 1.0111 |
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- | No log | 4.0 | 100 | 0.9517 | 0.4120 | 0.9517 | 0.9755 |
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- | No log | 4.08 | 102 | 0.8379 | 0.4848 | 0.8379 | 0.9153 |
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- | No log | 4.16 | 104 | 0.8799 | 0.4468 | 0.8799 | 0.9380 |
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- | No log | 4.24 | 106 | 0.9213 | 0.4468 | 0.9213 | 0.9598 |
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- | No log | 4.32 | 108 | 0.9304 | 0.4404 | 0.9304 | 0.9646 |
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- | No log | 4.4 | 110 | 0.9491 | 0.4839 | 0.9491 | 0.9742 |
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- | No log | 4.48 | 112 | 0.8710 | 0.5236 | 0.8710 | 0.9333 |
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- | No log | 4.5600 | 114 | 0.8548 | 0.5448 | 0.8548 | 0.9246 |
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- | No log | 4.64 | 116 | 0.9003 | 0.5042 | 0.9003 | 0.9488 |
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- | No log | 4.72 | 118 | 0.8624 | 0.6276 | 0.8624 | 0.9287 |
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- | No log | 4.8 | 120 | 0.8553 | 0.5735 | 0.8553 | 0.9248 |
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- | No log | 4.88 | 122 | 0.8664 | 0.5348 | 0.8664 | 0.9308 |
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- | No log | 4.96 | 124 | 0.8798 | 0.5125 | 0.8798 | 0.9380 |
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- | No log | 5.04 | 126 | 0.8836 | 0.4681 | 0.8836 | 0.9400 |
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- | No log | 5.12 | 128 | 0.9418 | 0.4330 | 0.9418 | 0.9705 |
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- | No log | 5.2 | 130 | 0.8967 | 0.3849 | 0.8967 | 0.9469 |
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- | No log | 5.28 | 132 | 0.8977 | 0.4343 | 0.8977 | 0.9475 |
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- | No log | 5.36 | 134 | 0.9139 | 0.4440 | 0.9139 | 0.9560 |
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- | No log | 5.44 | 136 | 0.9115 | 0.5008 | 0.9115 | 0.9547 |
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- | No log | 5.52 | 138 | 0.9154 | 0.5209 | 0.9154 | 0.9568 |
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- | No log | 5.6 | 140 | 1.0092 | 0.4965 | 1.0092 | 1.0046 |
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- | No log | 5.68 | 142 | 0.9434 | 0.4594 | 0.9434 | 0.9713 |
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- | No log | 5.76 | 144 | 0.8972 | 0.4886 | 0.8972 | 0.9472 |
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- | No log | 5.84 | 146 | 0.9098 | 0.5611 | 0.9098 | 0.9538 |
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- | No log | 5.92 | 148 | 0.8903 | 0.5356 | 0.8903 | 0.9436 |
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- | No log | 6.0 | 150 | 0.9064 | 0.4272 | 0.9064 | 0.9521 |
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- | No log | 6.08 | 152 | 0.8765 | 0.5342 | 0.8765 | 0.9362 |
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- | No log | 6.16 | 154 | 0.8757 | 0.5223 | 0.8757 | 0.9358 |
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- | No log | 6.24 | 156 | 0.9016 | 0.4313 | 0.9016 | 0.9495 |
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- | No log | 6.32 | 158 | 0.8995 | 0.4859 | 0.8995 | 0.9484 |
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- | No log | 6.4 | 160 | 0.9130 | 0.4760 | 0.9130 | 0.9555 |
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- | No log | 6.48 | 162 | 0.9243 | 0.4760 | 0.9243 | 0.9614 |
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- | No log | 6.5600 | 164 | 0.9278 | 0.4196 | 0.9278 | 0.9632 |
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- | No log | 6.64 | 166 | 0.9541 | 0.5338 | 0.9541 | 0.9768 |
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- | No log | 6.72 | 168 | 0.9583 | 0.5041 | 0.9583 | 0.9789 |
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- | No log | 6.8 | 170 | 0.9974 | 0.3878 | 0.9974 | 0.9987 |
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- | No log | 6.88 | 172 | 1.0346 | 0.3757 | 1.0346 | 1.0172 |
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- | No log | 6.96 | 174 | 0.9927 | 0.4517 | 0.9927 | 0.9963 |
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- | No log | 7.04 | 176 | 1.0035 | 0.4910 | 1.0035 | 1.0018 |
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- | No log | 7.12 | 178 | 1.0197 | 0.4589 | 1.0197 | 1.0098 |
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- | No log | 7.2 | 180 | 1.0088 | 0.3376 | 1.0088 | 1.0044 |
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- | No log | 7.28 | 182 | 1.0026 | 0.3463 | 1.0026 | 1.0013 |
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- | No log | 7.36 | 184 | 1.0075 | 0.3231 | 1.0075 | 1.0037 |
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- | No log | 7.44 | 186 | 1.0038 | 0.4073 | 1.0038 | 1.0019 |
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- | No log | 7.52 | 188 | 1.0182 | 0.3715 | 1.0182 | 1.0091 |
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- | No log | 7.6 | 190 | 1.0288 | 0.3490 | 1.0288 | 1.0143 |
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- | No log | 7.68 | 192 | 1.0977 | 0.3006 | 1.0977 | 1.0477 |
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- | No log | 7.76 | 194 | 1.0034 | 0.3579 | 1.0034 | 1.0017 |
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- | No log | 7.84 | 196 | 0.9724 | 0.4037 | 0.9724 | 0.9861 |
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- | No log | 7.92 | 198 | 0.9599 | 0.4032 | 0.9599 | 0.9798 |
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- | No log | 8.0 | 200 | 0.9741 | 0.4998 | 0.9741 | 0.9870 |
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- | No log | 8.08 | 202 | 1.0130 | 0.4822 | 1.0130 | 1.0065 |
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- | No log | 8.16 | 204 | 0.9405 | 0.5248 | 0.9405 | 0.9698 |
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- | No log | 8.24 | 206 | 0.9284 | 0.4672 | 0.9284 | 0.9636 |
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- | No log | 8.32 | 208 | 0.9061 | 0.4894 | 0.9061 | 0.9519 |
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- | No log | 8.4 | 210 | 0.9463 | 0.5211 | 0.9463 | 0.9728 |
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- | No log | 8.48 | 212 | 0.9002 | 0.5338 | 0.9002 | 0.9488 |
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- | No log | 8.56 | 214 | 0.9005 | 0.4523 | 0.9005 | 0.9489 |
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- | No log | 8.64 | 216 | 0.9512 | 0.4418 | 0.9512 | 0.9753 |
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- | No log | 8.72 | 218 | 0.9011 | 0.5753 | 0.9011 | 0.9493 |
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- | No log | 8.8 | 220 | 0.8745 | 0.6010 | 0.8745 | 0.9351 |
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- | No log | 8.88 | 222 | 0.8911 | 0.4812 | 0.8911 | 0.9440 |
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- | No log | 8.96 | 224 | 0.8931 | 0.4812 | 0.8931 | 0.9450 |
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- | No log | 9.04 | 226 | 0.8681 | 0.5196 | 0.8681 | 0.9317 |
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- | No log | 9.12 | 228 | 0.8736 | 0.5208 | 0.8736 | 0.9347 |
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- | No log | 9.2 | 230 | 0.8981 | 0.4762 | 0.8981 | 0.9477 |
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- | No log | 9.28 | 232 | 0.8710 | 0.5106 | 0.8710 | 0.9333 |
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- | No log | 9.36 | 234 | 0.8824 | 0.5283 | 0.8824 | 0.9394 |
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- | No log | 9.44 | 236 | 0.8819 | 0.5323 | 0.8819 | 0.9391 |
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- | No log | 9.52 | 238 | 0.8946 | 0.5283 | 0.8946 | 0.9458 |
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- | No log | 9.6 | 240 | 0.9248 | 0.5344 | 0.9248 | 0.9616 |
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- | No log | 9.68 | 242 | 0.9132 | 0.4685 | 0.9132 | 0.9556 |
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- | No log | 9.76 | 244 | 0.9778 | 0.4694 | 0.9778 | 0.9889 |
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- | No log | 9.84 | 246 | 0.9531 | 0.4454 | 0.9531 | 0.9762 |
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- | No log | 9.92 | 248 | 0.8786 | 0.4708 | 0.8786 | 0.9373 |
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- | No log | 10.0 | 250 | 0.8723 | 0.4877 | 0.8723 | 0.9340 |
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- | No log | 10.08 | 252 | 0.8662 | 0.4787 | 0.8662 | 0.9307 |
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- | No log | 10.16 | 254 | 0.8826 | 0.4392 | 0.8826 | 0.9395 |
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- | No log | 10.24 | 256 | 1.0058 | 0.4172 | 1.0058 | 1.0029 |
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- | No log | 10.32 | 258 | 0.9938 | 0.4137 | 0.9938 | 0.9969 |
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- | No log | 10.4 | 260 | 0.9158 | 0.4048 | 0.9158 | 0.9570 |
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- | No log | 10.48 | 262 | 0.9070 | 0.3933 | 0.9070 | 0.9524 |
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- | No log | 10.56 | 264 | 0.9081 | 0.4265 | 0.9081 | 0.9529 |
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- | No log | 10.64 | 266 | 0.8955 | 0.3933 | 0.8955 | 0.9463 |
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- | No log | 10.72 | 268 | 0.9233 | 0.4752 | 0.9233 | 0.9609 |
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- | No log | 10.8 | 270 | 0.9399 | 0.4752 | 0.9399 | 0.9695 |
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- | No log | 10.88 | 272 | 0.9211 | 0.3964 | 0.9211 | 0.9598 |
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- | No log | 10.96 | 274 | 0.9080 | 0.5487 | 0.9080 | 0.9529 |
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- | No log | 11.04 | 276 | 0.9178 | 0.5659 | 0.9178 | 0.9580 |
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- | No log | 11.12 | 278 | 0.8954 | 0.5309 | 0.8954 | 0.9462 |
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- | No log | 11.2 | 280 | 0.8871 | 0.4906 | 0.8871 | 0.9419 |
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- | No log | 11.28 | 282 | 0.8858 | 0.4906 | 0.8859 | 0.9412 |
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- | No log | 11.36 | 284 | 0.8859 | 0.5481 | 0.8859 | 0.9412 |
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- | No log | 11.44 | 286 | 0.9024 | 0.5365 | 0.9024 | 0.9499 |
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- | No log | 11.52 | 288 | 0.8773 | 0.5396 | 0.8773 | 0.9366 |
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- | No log | 11.6 | 290 | 0.9639 | 0.4584 | 0.9639 | 0.9818 |
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- | No log | 11.68 | 292 | 1.1839 | 0.4045 | 1.1839 | 1.0881 |
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- | No log | 11.76 | 294 | 1.0923 | 0.4539 | 1.0923 | 1.0452 |
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- | No log | 11.84 | 296 | 0.8846 | 0.4121 | 0.8846 | 0.9405 |
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- | No log | 11.92 | 298 | 0.8180 | 0.5167 | 0.8180 | 0.9044 |
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- | No log | 12.0 | 300 | 0.8281 | 0.5352 | 0.8281 | 0.9100 |
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- | No log | 12.08 | 302 | 0.8326 | 0.5474 | 0.8326 | 0.9124 |
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- | No log | 12.16 | 304 | 0.8298 | 0.5271 | 0.8298 | 0.9109 |
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- | No log | 12.24 | 306 | 0.8612 | 0.4489 | 0.8612 | 0.9280 |
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- | No log | 12.32 | 308 | 0.8361 | 0.5271 | 0.8361 | 0.9144 |
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- | No log | 12.4 | 310 | 0.8313 | 0.5119 | 0.8313 | 0.9118 |
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- | No log | 12.48 | 312 | 0.8376 | 0.4916 | 0.8376 | 0.9152 |
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- | No log | 12.56 | 314 | 0.8494 | 0.4822 | 0.8494 | 0.9216 |
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- | No log | 12.64 | 316 | 0.8665 | 0.4916 | 0.8665 | 0.9309 |
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- | No log | 12.72 | 318 | 0.8867 | 0.4354 | 0.8867 | 0.9416 |
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- | No log | 12.8 | 320 | 0.8965 | 0.4384 | 0.8965 | 0.9468 |
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- | No log | 12.88 | 322 | 0.9436 | 0.3506 | 0.9436 | 0.9714 |
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- | No log | 12.96 | 324 | 0.9456 | 0.3812 | 0.9456 | 0.9724 |
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- | No log | 13.04 | 326 | 0.9105 | 0.3529 | 0.9105 | 0.9542 |
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- | No log | 13.12 | 328 | 0.8742 | 0.4902 | 0.8742 | 0.9350 |
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- | No log | 13.2 | 330 | 0.8775 | 0.5154 | 0.8775 | 0.9367 |
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- | No log | 13.28 | 332 | 0.8743 | 0.5045 | 0.8743 | 0.9350 |
218
- | No log | 13.36 | 334 | 0.8612 | 0.4980 | 0.8612 | 0.9280 |
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- | No log | 13.44 | 336 | 0.8698 | 0.4935 | 0.8698 | 0.9326 |
220
- | No log | 13.52 | 338 | 0.8800 | 0.4772 | 0.8800 | 0.9381 |
221
- | No log | 13.6 | 340 | 0.8666 | 0.4978 | 0.8666 | 0.9309 |
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- | No log | 13.68 | 342 | 0.8425 | 0.4889 | 0.8425 | 0.9179 |
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- | No log | 13.76 | 344 | 0.8264 | 0.5530 | 0.8264 | 0.9090 |
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- | No log | 13.84 | 346 | 0.8303 | 0.5930 | 0.8303 | 0.9112 |
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- | No log | 13.92 | 348 | 0.8257 | 0.5528 | 0.8257 | 0.9087 |
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- | No log | 14.0 | 350 | 0.8379 | 0.5528 | 0.8379 | 0.9154 |
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- | No log | 14.08 | 352 | 0.8530 | 0.4949 | 0.8530 | 0.9236 |
228
- | No log | 14.16 | 354 | 0.8673 | 0.5408 | 0.8673 | 0.9313 |
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- | No log | 14.24 | 356 | 0.8748 | 0.5011 | 0.8748 | 0.9353 |
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- | No log | 14.32 | 358 | 0.8989 | 0.4770 | 0.8989 | 0.9481 |
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- | No log | 14.4 | 360 | 0.9131 | 0.4286 | 0.9131 | 0.9556 |
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- | No log | 14.48 | 362 | 0.9373 | 0.4746 | 0.9373 | 0.9681 |
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- | No log | 14.56 | 364 | 0.9498 | 0.3756 | 0.9498 | 0.9746 |
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- | No log | 14.64 | 366 | 0.9547 | 0.3852 | 0.9547 | 0.9771 |
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- | No log | 14.72 | 368 | 0.9612 | 0.3319 | 0.9612 | 0.9804 |
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- | No log | 14.8 | 370 | 0.9781 | 0.3648 | 0.9781 | 0.9890 |
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- | No log | 14.88 | 372 | 0.9813 | 0.4435 | 0.9813 | 0.9906 |
238
- | No log | 14.96 | 374 | 1.0039 | 0.4726 | 1.0039 | 1.0020 |
239
- | No log | 15.04 | 376 | 1.0119 | 0.4389 | 1.0119 | 1.0060 |
240
- | No log | 15.12 | 378 | 0.9737 | 0.3886 | 0.9737 | 0.9868 |
241
- | No log | 15.2 | 380 | 1.0385 | 0.3897 | 1.0385 | 1.0191 |
242
- | No log | 15.28 | 382 | 1.1741 | 0.3491 | 1.1741 | 1.0836 |
243
- | No log | 15.36 | 384 | 1.1173 | 0.3416 | 1.1173 | 1.0570 |
244
- | No log | 15.44 | 386 | 0.9577 | 0.3908 | 0.9577 | 0.9786 |
245
- | No log | 15.52 | 388 | 0.8953 | 0.5073 | 0.8953 | 0.9462 |
246
- | No log | 15.6 | 390 | 0.8943 | 0.5331 | 0.8943 | 0.9457 |
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- | No log | 15.68 | 392 | 0.8672 | 0.4789 | 0.8672 | 0.9312 |
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- | No log | 15.76 | 394 | 0.8889 | 0.3596 | 0.8889 | 0.9428 |
249
- | No log | 15.84 | 396 | 0.9534 | 0.3805 | 0.9534 | 0.9764 |
250
- | No log | 15.92 | 398 | 0.9341 | 0.3933 | 0.9341 | 0.9665 |
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- | No log | 16.0 | 400 | 0.8645 | 0.4690 | 0.8645 | 0.9298 |
252
- | No log | 16.08 | 402 | 0.8444 | 0.5908 | 0.8444 | 0.9189 |
253
- | No log | 16.16 | 404 | 0.8495 | 0.5966 | 0.8495 | 0.9217 |
254
- | No log | 16.24 | 406 | 0.8507 | 0.4949 | 0.8507 | 0.9223 |
255
- | No log | 16.32 | 408 | 0.8609 | 0.4949 | 0.8609 | 0.9278 |
256
- | No log | 16.4 | 410 | 0.8813 | 0.4568 | 0.8813 | 0.9388 |
257
- | No log | 16.48 | 412 | 0.8756 | 0.4949 | 0.8756 | 0.9357 |
258
- | No log | 16.56 | 414 | 0.8769 | 0.4374 | 0.8769 | 0.9364 |
259
- | No log | 16.64 | 416 | 0.8928 | 0.4672 | 0.8928 | 0.9449 |
260
- | No log | 16.72 | 418 | 0.9017 | 0.5077 | 0.9017 | 0.9496 |
261
- | No log | 16.8 | 420 | 0.8687 | 0.4161 | 0.8687 | 0.9320 |
262
- | No log | 16.88 | 422 | 0.8636 | 0.4885 | 0.8636 | 0.9293 |
263
- | No log | 16.96 | 424 | 0.8564 | 0.4978 | 0.8564 | 0.9254 |
264
- | No log | 17.04 | 426 | 0.8505 | 0.4920 | 0.8505 | 0.9223 |
265
- | No log | 17.12 | 428 | 0.8524 | 0.4724 | 0.8524 | 0.9233 |
266
- | No log | 17.2 | 430 | 0.8439 | 0.4724 | 0.8439 | 0.9186 |
267
- | No log | 17.28 | 432 | 0.8370 | 0.4980 | 0.8370 | 0.9149 |
268
- | No log | 17.36 | 434 | 0.8717 | 0.5447 | 0.8717 | 0.9337 |
269
- | No log | 17.44 | 436 | 0.8857 | 0.5324 | 0.8857 | 0.9411 |
270
- | No log | 17.52 | 438 | 0.8557 | 0.4373 | 0.8557 | 0.9251 |
271
- | No log | 17.6 | 440 | 0.8609 | 0.3886 | 0.8609 | 0.9279 |
272
- | No log | 17.68 | 442 | 0.8822 | 0.4048 | 0.8822 | 0.9392 |
273
- | No log | 17.76 | 444 | 0.8712 | 0.3796 | 0.8712 | 0.9334 |
274
- | No log | 17.84 | 446 | 0.8732 | 0.3762 | 0.8732 | 0.9344 |
275
- | No log | 17.92 | 448 | 0.8857 | 0.3519 | 0.8857 | 0.9411 |
276
- | No log | 18.0 | 450 | 0.8744 | 0.3564 | 0.8744 | 0.9351 |
277
- | No log | 18.08 | 452 | 0.8687 | 0.4514 | 0.8687 | 0.9320 |
278
- | No log | 18.16 | 454 | 0.8979 | 0.4121 | 0.8979 | 0.9476 |
279
- | No log | 18.24 | 456 | 0.9551 | 0.3928 | 0.9551 | 0.9773 |
280
- | No log | 18.32 | 458 | 0.9562 | 0.3672 | 0.9562 | 0.9779 |
281
- | No log | 18.4 | 460 | 0.9173 | 0.4121 | 0.9173 | 0.9577 |
282
- | No log | 18.48 | 462 | 0.8816 | 0.3788 | 0.8816 | 0.9389 |
283
- | No log | 18.56 | 464 | 0.8745 | 0.5080 | 0.8745 | 0.9352 |
284
- | No log | 18.64 | 466 | 0.8811 | 0.5173 | 0.8811 | 0.9387 |
285
- | No log | 18.72 | 468 | 0.8806 | 0.5498 | 0.8806 | 0.9384 |
286
- | No log | 18.8 | 470 | 0.8789 | 0.5322 | 0.8789 | 0.9375 |
287
- | No log | 18.88 | 472 | 0.8921 | 0.4592 | 0.8921 | 0.9445 |
288
- | No log | 18.96 | 474 | 0.9214 | 0.3220 | 0.9214 | 0.9599 |
289
- | No log | 19.04 | 476 | 0.9032 | 0.3819 | 0.9032 | 0.9504 |
290
- | No log | 19.12 | 478 | 0.8638 | 0.4323 | 0.8638 | 0.9294 |
291
- | No log | 19.2 | 480 | 0.8646 | 0.5716 | 0.8646 | 0.9298 |
292
- | No log | 19.28 | 482 | 0.8631 | 0.5524 | 0.8631 | 0.9290 |
293
- | No log | 19.36 | 484 | 0.8694 | 0.4064 | 0.8694 | 0.9324 |
294
- | No log | 19.44 | 486 | 0.9272 | 0.3852 | 0.9272 | 0.9629 |
295
- | No log | 19.52 | 488 | 0.9565 | 0.3255 | 0.9565 | 0.9780 |
296
- | No log | 19.6 | 490 | 0.9059 | 0.4176 | 0.9059 | 0.9518 |
297
- | No log | 19.68 | 492 | 0.8658 | 0.4568 | 0.8658 | 0.9305 |
298
- | No log | 19.76 | 494 | 0.8724 | 0.4800 | 0.8724 | 0.9340 |
299
- | No log | 19.84 | 496 | 0.9415 | 0.4014 | 0.9415 | 0.9703 |
300
- | No log | 19.92 | 498 | 0.9647 | 0.4234 | 0.9647 | 0.9822 |
301
- | 0.3396 | 20.0 | 500 | 0.8851 | 0.5159 | 0.8851 | 0.9408 |
302
- | 0.3396 | 20.08 | 502 | 0.8338 | 0.5223 | 0.8338 | 0.9131 |
303
- | 0.3396 | 20.16 | 504 | 0.8267 | 0.5038 | 0.8267 | 0.9092 |
304
- | 0.3396 | 20.24 | 506 | 0.8343 | 0.4103 | 0.8343 | 0.9134 |
305
- | 0.3396 | 20.32 | 508 | 0.8546 | 0.4454 | 0.8546 | 0.9244 |
306
- | 0.3396 | 20.4 | 510 | 0.8377 | 0.4064 | 0.8377 | 0.9153 |
307
- | 0.3396 | 20.48 | 512 | 0.8315 | 0.4290 | 0.8315 | 0.9119 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
308
 
309
 
310
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_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: 1.3177
19
+ - Qwk: 0.1652
20
+ - Mse: 1.3177
21
+ - Rmse: 1.1479
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1111 | 2 | 4.7476 | 0.0010 | 4.7476 | 2.1789 |
53
+ | No log | 0.2222 | 4 | 2.8391 | -0.0278 | 2.8391 | 1.6850 |
54
+ | No log | 0.3333 | 6 | 2.1660 | -0.0575 | 2.1660 | 1.4717 |
55
+ | No log | 0.4444 | 8 | 2.7209 | -0.0778 | 2.7209 | 1.6495 |
56
+ | No log | 0.5556 | 10 | 2.2506 | -0.0524 | 2.2506 | 1.5002 |
57
+ | No log | 0.6667 | 12 | 1.7245 | 0.0428 | 1.7245 | 1.3132 |
58
+ | No log | 0.7778 | 14 | 1.6260 | 0.1257 | 1.6260 | 1.2752 |
59
+ | No log | 0.8889 | 16 | 1.6942 | 0.1395 | 1.6942 | 1.3016 |
60
+ | No log | 1.0 | 18 | 1.6402 | 0.1395 | 1.6402 | 1.2807 |
61
+ | No log | 1.1111 | 20 | 1.4096 | 0.1459 | 1.4096 | 1.1873 |
62
+ | No log | 1.2222 | 22 | 1.3497 | 0.1779 | 1.3497 | 1.1618 |
63
+ | No log | 1.3333 | 24 | 1.5925 | 0.2005 | 1.5925 | 1.2619 |
64
+ | No log | 1.4444 | 26 | 1.5440 | 0.2653 | 1.5440 | 1.2426 |
65
+ | No log | 1.5556 | 28 | 1.8207 | 0.2021 | 1.8207 | 1.3493 |
66
+ | No log | 1.6667 | 30 | 2.0540 | 0.1019 | 2.0540 | 1.4332 |
67
+ | No log | 1.7778 | 32 | 1.7600 | 0.1824 | 1.7600 | 1.3267 |
68
+ | No log | 1.8889 | 34 | 1.3816 | 0.2605 | 1.3816 | 1.1754 |
69
+ | No log | 2.0 | 36 | 1.2574 | 0.1549 | 1.2574 | 1.1214 |
70
+ | No log | 2.1111 | 38 | 1.3069 | 0.2851 | 1.3069 | 1.1432 |
71
+ | No log | 2.2222 | 40 | 1.5706 | 0.3133 | 1.5706 | 1.2532 |
72
+ | No log | 2.3333 | 42 | 1.6028 | 0.3133 | 1.6028 | 1.2660 |
73
+ | No log | 2.4444 | 44 | 1.6233 | 0.2544 | 1.6233 | 1.2741 |
74
+ | No log | 2.5556 | 46 | 1.4258 | 0.2880 | 1.4258 | 1.1941 |
75
+ | No log | 2.6667 | 48 | 1.2478 | 0.2738 | 1.2478 | 1.1170 |
76
+ | No log | 2.7778 | 50 | 1.1830 | 0.2647 | 1.1830 | 1.0877 |
77
+ | No log | 2.8889 | 52 | 1.2579 | 0.2808 | 1.2579 | 1.1215 |
78
+ | No log | 3.0 | 54 | 1.3277 | 0.3144 | 1.3277 | 1.1523 |
79
+ | No log | 3.1111 | 56 | 1.4231 | 0.3056 | 1.4231 | 1.1930 |
80
+ | No log | 3.2222 | 58 | 1.7321 | 0.2808 | 1.7321 | 1.3161 |
81
+ | No log | 3.3333 | 60 | 1.9797 | 0.2853 | 1.9797 | 1.4070 |
82
+ | No log | 3.4444 | 62 | 1.5448 | 0.2658 | 1.5448 | 1.2429 |
83
+ | No log | 3.5556 | 64 | 1.0565 | 0.3556 | 1.0565 | 1.0279 |
84
+ | No log | 3.6667 | 66 | 1.0994 | 0.3455 | 1.0994 | 1.0485 |
85
+ | No log | 3.7778 | 68 | 1.1591 | 0.2218 | 1.1591 | 1.0766 |
86
+ | No log | 3.8889 | 70 | 1.0440 | 0.1935 | 1.0440 | 1.0218 |
87
+ | No log | 4.0 | 72 | 1.0822 | 0.2938 | 1.0822 | 1.0403 |
88
+ | No log | 4.1111 | 74 | 1.2919 | 0.2074 | 1.2919 | 1.1366 |
89
+ | No log | 4.2222 | 76 | 1.3029 | 0.2074 | 1.3029 | 1.1415 |
90
+ | No log | 4.3333 | 78 | 1.2480 | 0.2161 | 1.2480 | 1.1172 |
91
+ | No log | 4.4444 | 80 | 1.2352 | 0.2446 | 1.2352 | 1.1114 |
92
+ | No log | 4.5556 | 82 | 1.3092 | 0.1875 | 1.3092 | 1.1442 |
93
+ | No log | 4.6667 | 84 | 1.3898 | 0.1621 | 1.3898 | 1.1789 |
94
+ | No log | 4.7778 | 86 | 1.4169 | 0.1501 | 1.4169 | 1.1903 |
95
+ | No log | 4.8889 | 88 | 1.3393 | 0.1395 | 1.3393 | 1.1573 |
96
+ | No log | 5.0 | 90 | 1.1955 | 0.2702 | 1.1955 | 1.0934 |
97
+ | No log | 5.1111 | 92 | 1.1490 | 0.2824 | 1.1490 | 1.0719 |
98
+ | No log | 5.2222 | 94 | 1.1816 | 0.3436 | 1.1816 | 1.0870 |
99
+ | No log | 5.3333 | 96 | 1.2783 | 0.3361 | 1.2783 | 1.1306 |
100
+ | No log | 5.4444 | 98 | 1.5598 | 0.2526 | 1.5598 | 1.2489 |
101
+ | No log | 5.5556 | 100 | 1.8485 | 0.2052 | 1.8485 | 1.3596 |
102
+ | No log | 5.6667 | 102 | 1.7682 | 0.2246 | 1.7682 | 1.3297 |
103
+ | No log | 5.7778 | 104 | 1.3949 | 0.2469 | 1.3949 | 1.1811 |
104
+ | No log | 5.8889 | 106 | 1.1065 | 0.3033 | 1.1065 | 1.0519 |
105
+ | No log | 6.0 | 108 | 1.0707 | 0.4160 | 1.0707 | 1.0347 |
106
+ | No log | 6.1111 | 110 | 1.0603 | 0.3205 | 1.0603 | 1.0297 |
107
+ | No log | 6.2222 | 112 | 1.1192 | 0.2824 | 1.1192 | 1.0579 |
108
+ | No log | 6.3333 | 114 | 1.2779 | 0.2564 | 1.2779 | 1.1305 |
109
+ | No log | 6.4444 | 116 | 1.2175 | 0.2280 | 1.2175 | 1.1034 |
110
+ | No log | 6.5556 | 118 | 1.1052 | 0.2593 | 1.1052 | 1.0513 |
111
+ | No log | 6.6667 | 120 | 1.1127 | 0.2501 | 1.1127 | 1.0548 |
112
+ | No log | 6.7778 | 122 | 1.1054 | 0.2824 | 1.1054 | 1.0514 |
113
+ | No log | 6.8889 | 124 | 1.1137 | 0.2824 | 1.1137 | 1.0553 |
114
+ | No log | 7.0 | 126 | 1.0805 | 0.3397 | 1.0805 | 1.0395 |
115
+ | No log | 7.1111 | 128 | 1.1789 | 0.2985 | 1.1789 | 1.0858 |
116
+ | No log | 7.2222 | 130 | 1.1384 | 0.3584 | 1.1384 | 1.0670 |
117
+ | No log | 7.3333 | 132 | 1.0798 | 0.3812 | 1.0798 | 1.0391 |
118
+ | No log | 7.4444 | 134 | 1.1013 | 0.4246 | 1.1013 | 1.0494 |
119
+ | No log | 7.5556 | 136 | 1.1624 | 0.3682 | 1.1624 | 1.0781 |
120
+ | No log | 7.6667 | 138 | 1.2994 | 0.3087 | 1.2994 | 1.1399 |
121
+ | No log | 7.7778 | 140 | 1.3392 | 0.2922 | 1.3392 | 1.1573 |
122
+ | No log | 7.8889 | 142 | 1.2923 | 0.2789 | 1.2923 | 1.1368 |
123
+ | No log | 8.0 | 144 | 1.4526 | 0.2880 | 1.4526 | 1.2052 |
124
+ | No log | 8.1111 | 146 | 1.4075 | 0.3355 | 1.4075 | 1.1864 |
125
+ | No log | 8.2222 | 148 | 1.2356 | 0.2746 | 1.2356 | 1.1116 |
126
+ | No log | 8.3333 | 150 | 1.1451 | 0.2361 | 1.1451 | 1.0701 |
127
+ | No log | 8.4444 | 152 | 1.0979 | 0.4323 | 1.0979 | 1.0478 |
128
+ | No log | 8.5556 | 154 | 1.1120 | 0.3305 | 1.1120 | 1.0545 |
129
+ | No log | 8.6667 | 156 | 1.2412 | 0.2673 | 1.2412 | 1.1141 |
130
+ | No log | 8.7778 | 158 | 1.2851 | 0.2359 | 1.2851 | 1.1336 |
131
+ | No log | 8.8889 | 160 | 1.1901 | 0.3074 | 1.1901 | 1.0909 |
132
+ | No log | 9.0 | 162 | 1.1216 | 0.2501 | 1.1216 | 1.0591 |
133
+ | No log | 9.1111 | 164 | 1.1330 | 0.2501 | 1.1330 | 1.0644 |
134
+ | No log | 9.2222 | 166 | 1.2713 | 0.2746 | 1.2713 | 1.1275 |
135
+ | No log | 9.3333 | 168 | 1.4340 | 0.2602 | 1.4340 | 1.1975 |
136
+ | No log | 9.4444 | 170 | 1.3790 | 0.3290 | 1.3790 | 1.1743 |
137
+ | No log | 9.5556 | 172 | 1.3845 | 0.3204 | 1.3845 | 1.1766 |
138
+ | No log | 9.6667 | 174 | 1.2104 | 0.3111 | 1.2104 | 1.1002 |
139
+ | No log | 9.7778 | 176 | 1.1952 | 0.3111 | 1.1952 | 1.0933 |
140
+ | No log | 9.8889 | 178 | 1.2727 | 0.2798 | 1.2727 | 1.1281 |
141
+ | No log | 10.0 | 180 | 1.1620 | 0.3484 | 1.1620 | 1.0780 |
142
+ | No log | 10.1111 | 182 | 1.1292 | 0.3355 | 1.1292 | 1.0626 |
143
+ | No log | 10.2222 | 184 | 1.0969 | 0.4549 | 1.0969 | 1.0473 |
144
+ | No log | 10.3333 | 186 | 1.2070 | 0.3307 | 1.2070 | 1.0986 |
145
+ | No log | 10.4444 | 188 | 1.3476 | 0.3002 | 1.3476 | 1.1609 |
146
+ | No log | 10.5556 | 190 | 1.2029 | 0.3307 | 1.2029 | 1.0968 |
147
+ | No log | 10.6667 | 192 | 1.1533 | 0.2895 | 1.1533 | 1.0739 |
148
+ | No log | 10.7778 | 194 | 1.0789 | 0.3516 | 1.0789 | 1.0387 |
149
+ | No log | 10.8889 | 196 | 1.1043 | 0.2511 | 1.1043 | 1.0509 |
150
+ | No log | 11.0 | 198 | 1.2067 | 0.2507 | 1.2067 | 1.0985 |
151
+ | No log | 11.1111 | 200 | 1.1575 | 0.2796 | 1.1575 | 1.0759 |
152
+ | No log | 11.2222 | 202 | 1.1604 | 0.2654 | 1.1604 | 1.0772 |
153
+ | No log | 11.3333 | 204 | 1.1451 | 0.2366 | 1.1451 | 1.0701 |
154
+ | No log | 11.4444 | 206 | 1.2403 | 0.2597 | 1.2403 | 1.1137 |
155
+ | No log | 11.5556 | 208 | 1.4762 | 0.2223 | 1.4762 | 1.2150 |
156
+ | No log | 11.6667 | 210 | 1.5330 | 0.2593 | 1.5330 | 1.2381 |
157
+ | No log | 11.7778 | 212 | 1.2862 | 0.2529 | 1.2862 | 1.1341 |
158
+ | No log | 11.8889 | 214 | 1.1027 | 0.3584 | 1.1027 | 1.0501 |
159
+ | No log | 12.0 | 216 | 1.0848 | 0.3688 | 1.0848 | 1.0415 |
160
+ | No log | 12.1111 | 218 | 1.1207 | 0.3891 | 1.1207 | 1.0586 |
161
+ | No log | 12.2222 | 220 | 1.2448 | 0.2604 | 1.2448 | 1.1157 |
162
+ | No log | 12.3333 | 222 | 1.2321 | 0.2615 | 1.2321 | 1.1100 |
163
+ | No log | 12.4444 | 224 | 1.1313 | 0.3572 | 1.1313 | 1.0636 |
164
+ | No log | 12.5556 | 226 | 1.0688 | 0.2633 | 1.0688 | 1.0338 |
165
+ | No log | 12.6667 | 228 | 1.0695 | 0.2633 | 1.0695 | 1.0342 |
166
+ | No log | 12.7778 | 230 | 1.1407 | 0.2605 | 1.1407 | 1.0680 |
167
+ | No log | 12.8889 | 232 | 1.2795 | 0.3621 | 1.2795 | 1.1311 |
168
+ | No log | 13.0 | 234 | 1.2674 | 0.3466 | 1.2674 | 1.1258 |
169
+ | No log | 13.1111 | 236 | 1.0998 | 0.3312 | 1.0998 | 1.0487 |
170
+ | No log | 13.2222 | 238 | 1.0820 | 0.3607 | 1.0820 | 1.0402 |
171
+ | No log | 13.3333 | 240 | 1.0960 | 0.3648 | 1.0960 | 1.0469 |
172
+ | No log | 13.4444 | 242 | 1.1714 | 0.3008 | 1.1714 | 1.0823 |
173
+ | No log | 13.5556 | 244 | 1.1777 | 0.3008 | 1.1777 | 1.0852 |
174
+ | No log | 13.6667 | 246 | 1.1604 | 0.3056 | 1.1604 | 1.0772 |
175
+ | No log | 13.7778 | 248 | 1.2063 | 0.2467 | 1.2063 | 1.0983 |
176
+ | No log | 13.8889 | 250 | 1.2838 | 0.2895 | 1.2838 | 1.1330 |
177
+ | No log | 14.0 | 252 | 1.3982 | 0.2017 | 1.3982 | 1.1824 |
178
+ | No log | 14.1111 | 254 | 1.4189 | 0.2017 | 1.4189 | 1.1912 |
179
+ | No log | 14.2222 | 256 | 1.2895 | 0.2702 | 1.2895 | 1.1356 |
180
+ | No log | 14.3333 | 258 | 1.1903 | 0.2452 | 1.1903 | 1.0910 |
181
+ | No log | 14.4444 | 260 | 1.1982 | 0.1943 | 1.1982 | 1.0946 |
182
+ | No log | 14.5556 | 262 | 1.2337 | 0.2467 | 1.2337 | 1.1107 |
183
+ | No log | 14.6667 | 264 | 1.2229 | 0.2088 | 1.2229 | 1.1059 |
184
+ | No log | 14.7778 | 266 | 1.2148 | 0.1691 | 1.2148 | 1.1022 |
185
+ | No log | 14.8889 | 268 | 1.2034 | 0.0925 | 1.2034 | 1.0970 |
186
+ | No log | 15.0 | 270 | 1.2224 | 0.1503 | 1.2224 | 1.1056 |
187
+ | No log | 15.1111 | 272 | 1.2941 | 0.2374 | 1.2941 | 1.1376 |
188
+ | No log | 15.2222 | 274 | 1.4009 | 0.3061 | 1.4009 | 1.1836 |
189
+ | No log | 15.3333 | 276 | 1.3380 | 0.2757 | 1.3380 | 1.1567 |
190
+ | No log | 15.4444 | 278 | 1.1603 | 0.2311 | 1.1603 | 1.0772 |
191
+ | No log | 15.5556 | 280 | 1.1256 | 0.3085 | 1.1256 | 1.0609 |
192
+ | No log | 15.6667 | 282 | 1.1248 | 0.3113 | 1.1248 | 1.0606 |
193
+ | No log | 15.7778 | 284 | 1.1151 | 0.1975 | 1.1151 | 1.0560 |
194
+ | No log | 15.8889 | 286 | 1.1683 | 0.1996 | 1.1683 | 1.0809 |
195
+ | No log | 16.0 | 288 | 1.2648 | 0.2687 | 1.2648 | 1.1246 |
196
+ | No log | 16.1111 | 290 | 1.2696 | 0.3395 | 1.2696 | 1.1268 |
197
+ | No log | 16.2222 | 292 | 1.1354 | 0.2270 | 1.1354 | 1.0656 |
198
+ | No log | 16.3333 | 294 | 1.0934 | 0.3566 | 1.0934 | 1.0457 |
199
+ | No log | 16.4444 | 296 | 1.1028 | 0.3482 | 1.1028 | 1.0501 |
200
+ | No log | 16.5556 | 298 | 1.0914 | 0.2871 | 1.0914 | 1.0447 |
201
+ | No log | 16.6667 | 300 | 1.1638 | 0.2581 | 1.1638 | 1.0788 |
202
+ | No log | 16.7778 | 302 | 1.2953 | 0.3061 | 1.2953 | 1.1381 |
203
+ | No log | 16.8889 | 304 | 1.3126 | 0.3304 | 1.3126 | 1.1457 |
204
+ | No log | 17.0 | 306 | 1.1593 | 0.2806 | 1.1593 | 1.0767 |
205
+ | No log | 17.1111 | 308 | 1.0736 | 0.4232 | 1.0736 | 1.0362 |
206
+ | No log | 17.2222 | 310 | 1.0745 | 0.4232 | 1.0745 | 1.0366 |
207
+ | No log | 17.3333 | 312 | 1.0901 | 0.2871 | 1.0901 | 1.0441 |
208
+ | No log | 17.4444 | 314 | 1.1855 | 0.2266 | 1.1855 | 1.0888 |
209
+ | No log | 17.5556 | 316 | 1.2560 | 0.2520 | 1.2560 | 1.1207 |
210
+ | No log | 17.6667 | 318 | 1.1788 | 0.3144 | 1.1788 | 1.0857 |
211
+ | No log | 17.7778 | 320 | 1.1157 | 0.2779 | 1.1157 | 1.0563 |
212
+ | No log | 17.8889 | 322 | 1.0750 | 0.2544 | 1.0750 | 1.0368 |
213
+ | No log | 18.0 | 324 | 1.0690 | 0.3733 | 1.0690 | 1.0339 |
214
+ | No log | 18.1111 | 326 | 1.0869 | 0.2730 | 1.0869 | 1.0426 |
215
+ | No log | 18.2222 | 328 | 1.1647 | 0.2657 | 1.1647 | 1.0792 |
216
+ | No log | 18.3333 | 330 | 1.2782 | 0.3145 | 1.2782 | 1.1306 |
217
+ | No log | 18.4444 | 332 | 1.3373 | 0.3159 | 1.3373 | 1.1564 |
218
+ | No log | 18.5556 | 334 | 1.2583 | 0.3179 | 1.2583 | 1.1217 |
219
+ | No log | 18.6667 | 336 | 1.2301 | 0.2984 | 1.2301 | 1.1091 |
220
+ | No log | 18.7778 | 338 | 1.2907 | 0.3220 | 1.2907 | 1.1361 |
221
+ | No log | 18.8889 | 340 | 1.3533 | 0.2875 | 1.3533 | 1.1633 |
222
+ | No log | 19.0 | 342 | 1.4951 | 0.1977 | 1.4951 | 1.2228 |
223
+ | No log | 19.1111 | 344 | 1.5784 | 0.2338 | 1.5784 | 1.2564 |
224
+ | No log | 19.2222 | 346 | 1.4148 | 0.2430 | 1.4148 | 1.1895 |
225
+ | No log | 19.3333 | 348 | 1.2033 | 0.2984 | 1.2033 | 1.0970 |
226
+ | No log | 19.4444 | 350 | 1.0984 | 0.2169 | 1.0984 | 1.0480 |
227
+ | No log | 19.5556 | 352 | 1.0939 | 0.1517 | 1.0939 | 1.0459 |
228
+ | No log | 19.6667 | 354 | 1.1190 | 0.2461 | 1.1190 | 1.0578 |
229
+ | No log | 19.7778 | 356 | 1.2545 | 0.2825 | 1.2545 | 1.1200 |
230
+ | No log | 19.8889 | 358 | 1.3439 | 0.2411 | 1.3439 | 1.1593 |
231
+ | No log | 20.0 | 360 | 1.3368 | 0.1935 | 1.3368 | 1.1562 |
232
+ | No log | 20.1111 | 362 | 1.2445 | 0.3074 | 1.2445 | 1.1156 |
233
+ | No log | 20.2222 | 364 | 1.2170 | 0.3389 | 1.2170 | 1.1032 |
234
+ | No log | 20.3333 | 366 | 1.2068 | 0.3389 | 1.2068 | 1.0985 |
235
+ | No log | 20.4444 | 368 | 1.2033 | 0.3389 | 1.2033 | 1.0970 |
236
+ | No log | 20.5556 | 370 | 1.2762 | 0.2620 | 1.2762 | 1.1297 |
237
+ | No log | 20.6667 | 372 | 1.2654 | 0.3207 | 1.2654 | 1.1249 |
238
+ | No log | 20.7778 | 374 | 1.1934 | 0.3389 | 1.1934 | 1.0924 |
239
+ | No log | 20.8889 | 376 | 1.1651 | 0.2732 | 1.1651 | 1.0794 |
240
+ | No log | 21.0 | 378 | 1.1467 | 0.2273 | 1.1467 | 1.0709 |
241
+ | No log | 21.1111 | 380 | 1.1226 | 0.1785 | 1.1226 | 1.0595 |
242
+ | No log | 21.2222 | 382 | 1.1159 | 0.1766 | 1.1159 | 1.0563 |
243
+ | No log | 21.3333 | 384 | 1.1398 | 0.2521 | 1.1398 | 1.0676 |
244
+ | No log | 21.4444 | 386 | 1.2182 | 0.2459 | 1.2182 | 1.1037 |
245
+ | No log | 21.5556 | 388 | 1.3386 | 0.2554 | 1.3386 | 1.1570 |
246
+ | No log | 21.6667 | 390 | 1.3597 | 0.2744 | 1.3597 | 1.1661 |
247
+ | No log | 21.7778 | 392 | 1.2216 | 0.2772 | 1.2216 | 1.1053 |
248
+ | No log | 21.8889 | 394 | 1.1425 | 0.3397 | 1.1425 | 1.0689 |
249
+ | No log | 22.0 | 396 | 1.1606 | 0.3347 | 1.1606 | 1.0773 |
250
+ | No log | 22.1111 | 398 | 1.1808 | 0.2657 | 1.1808 | 1.0867 |
251
+ | No log | 22.2222 | 400 | 1.1994 | 0.2746 | 1.1994 | 1.0952 |
252
+ | No log | 22.3333 | 402 | 1.1393 | 0.2917 | 1.1393 | 1.0674 |
253
+ | No log | 22.4444 | 404 | 1.1328 | 0.2417 | 1.1328 | 1.0643 |
254
+ | No log | 22.5556 | 406 | 1.1578 | 0.2088 | 1.1578 | 1.0760 |
255
+ | No log | 22.6667 | 408 | 1.1495 | 0.1943 | 1.1495 | 1.0722 |
256
+ | No log | 22.7778 | 410 | 1.1702 | 0.2467 | 1.1702 | 1.0818 |
257
+ | No log | 22.8889 | 412 | 1.1353 | 0.1841 | 1.1353 | 1.0655 |
258
+ | No log | 23.0 | 414 | 1.1166 | 0.1841 | 1.1166 | 1.0567 |
259
+ | No log | 23.1111 | 416 | 1.1198 | 0.1841 | 1.1198 | 1.0582 |
260
+ | No log | 23.2222 | 418 | 1.1094 | 0.1841 | 1.1094 | 1.0533 |
261
+ | No log | 23.3333 | 420 | 1.1155 | 0.1990 | 1.1155 | 1.0562 |
262
+ | No log | 23.4444 | 422 | 1.1916 | 0.2100 | 1.1916 | 1.0916 |
263
+ | No log | 23.5556 | 424 | 1.3374 | 0.1984 | 1.3374 | 1.1564 |
264
+ | No log | 23.6667 | 426 | 1.3763 | 0.2236 | 1.3763 | 1.1731 |
265
+ | No log | 23.7778 | 428 | 1.2163 | 0.3028 | 1.2163 | 1.1029 |
266
+ | No log | 23.8889 | 430 | 1.1025 | 0.2088 | 1.1025 | 1.0500 |
267
+ | No log | 24.0 | 432 | 1.0669 | 0.3286 | 1.0669 | 1.0329 |
268
+ | No log | 24.1111 | 434 | 1.0634 | 0.4160 | 1.0634 | 1.0312 |
269
+ | No log | 24.2222 | 436 | 1.0695 | 0.3555 | 1.0695 | 1.0342 |
270
+ | No log | 24.3333 | 438 | 1.1756 | 0.2746 | 1.1756 | 1.0842 |
271
+ | No log | 24.4444 | 440 | 1.3459 | 0.2586 | 1.3459 | 1.1601 |
272
+ | No log | 24.5556 | 442 | 1.3039 | 0.2314 | 1.3039 | 1.1419 |
273
+ | No log | 24.6667 | 444 | 1.1445 | 0.2762 | 1.1445 | 1.0698 |
274
+ | No log | 24.7778 | 446 | 1.0566 | 0.3039 | 1.0566 | 1.0279 |
275
+ | No log | 24.8889 | 448 | 1.0838 | 0.2995 | 1.0838 | 1.0410 |
276
+ | No log | 25.0 | 450 | 1.0887 | 0.2995 | 1.0887 | 1.0434 |
277
+ | No log | 25.1111 | 452 | 1.0559 | 0.3652 | 1.0559 | 1.0276 |
278
+ | No log | 25.2222 | 454 | 1.0681 | 0.2795 | 1.0681 | 1.0335 |
279
+ | No log | 25.3333 | 456 | 1.2035 | 0.3028 | 1.2035 | 1.0971 |
280
+ | No log | 25.4444 | 458 | 1.3404 | 0.2075 | 1.3404 | 1.1578 |
281
+ | No log | 25.5556 | 460 | 1.3714 | 0.2357 | 1.3714 | 1.1711 |
282
+ | No log | 25.6667 | 462 | 1.2633 | 0.2663 | 1.2633 | 1.1240 |
283
+ | No log | 25.7778 | 464 | 1.1940 | 0.2734 | 1.1940 | 1.0927 |
284
+ | No log | 25.8889 | 466 | 1.1117 | 0.1943 | 1.1117 | 1.0544 |
285
+ | No log | 26.0 | 468 | 1.0964 | 0.2366 | 1.0964 | 1.0471 |
286
+ | No log | 26.1111 | 470 | 1.0845 | 0.3250 | 1.0845 | 1.0414 |
287
+ | No log | 26.2222 | 472 | 1.0915 | 0.3390 | 1.0915 | 1.0448 |
288
+ | No log | 26.3333 | 474 | 1.1321 | 0.2232 | 1.1321 | 1.0640 |
289
+ | No log | 26.4444 | 476 | 1.2207 | 0.1667 | 1.2207 | 1.1049 |
290
+ | No log | 26.5556 | 478 | 1.3621 | 0.2411 | 1.3621 | 1.1671 |
291
+ | No log | 26.6667 | 480 | 1.3168 | 0.2366 | 1.3168 | 1.1475 |
292
+ | No log | 26.7778 | 482 | 1.2057 | 0.2718 | 1.2057 | 1.0981 |
293
+ | No log | 26.8889 | 484 | 1.1484 | 0.2232 | 1.1484 | 1.0716 |
294
+ | No log | 27.0 | 486 | 1.1482 | 0.2232 | 1.1482 | 1.0715 |
295
+ | No log | 27.1111 | 488 | 1.1439 | 0.2232 | 1.1439 | 1.0695 |
296
+ | No log | 27.2222 | 490 | 1.1595 | 0.2232 | 1.1595 | 1.0768 |
297
+ | No log | 27.3333 | 492 | 1.1505 | 0.2085 | 1.1505 | 1.0726 |
298
+ | No log | 27.4444 | 494 | 1.1472 | 0.1990 | 1.1472 | 1.0711 |
299
+ | No log | 27.5556 | 496 | 1.1529 | 0.2138 | 1.1529 | 1.0737 |
300
+ | No log | 27.6667 | 498 | 1.1927 | 0.1951 | 1.1927 | 1.0921 |
301
+ | 0.3047 | 27.7778 | 500 | 1.2881 | 0.2010 | 1.2881 | 1.1350 |
302
+ | 0.3047 | 27.8889 | 502 | 1.3182 | 0.1921 | 1.3182 | 1.1481 |
303
+ | 0.3047 | 28.0 | 504 | 1.3402 | 0.1921 | 1.3402 | 1.1577 |
304
+ | 0.3047 | 28.1111 | 506 | 1.3467 | 0.2010 | 1.3467 | 1.1605 |
305
+ | 0.3047 | 28.2222 | 508 | 1.2586 | 0.2049 | 1.2586 | 1.1219 |
306
+ | 0.3047 | 28.3333 | 510 | 1.1771 | 0.2593 | 1.1771 | 1.0850 |
307
+ | 0.3047 | 28.4444 | 512 | 1.1859 | 0.2593 | 1.1859 | 1.0890 |
308
+ | 0.3047 | 28.5556 | 514 | 1.2557 | 0.2002 | 1.2557 | 1.1206 |
309
+ | 0.3047 | 28.6667 | 516 | 1.3231 | 0.1257 | 1.3231 | 1.1503 |
310
+ | 0.3047 | 28.7778 | 518 | 1.3030 | 0.1257 | 1.3030 | 1.1415 |
311
+ | 0.3047 | 28.8889 | 520 | 1.2058 | 0.2374 | 1.2058 | 1.0981 |
312
+ | 0.3047 | 29.0 | 522 | 1.1346 | 0.3174 | 1.1346 | 1.0652 |
313
+ | 0.3047 | 29.1111 | 524 | 1.1554 | 0.3590 | 1.1554 | 1.0749 |
314
+ | 0.3047 | 29.2222 | 526 | 1.1669 | 0.3590 | 1.1669 | 1.0802 |
315
+ | 0.3047 | 29.3333 | 528 | 1.1460 | 0.3661 | 1.1460 | 1.0705 |
316
+ | 0.3047 | 29.4444 | 530 | 1.1763 | 0.3169 | 1.1763 | 1.0846 |
317
+ | 0.3047 | 29.5556 | 532 | 1.3614 | 0.1009 | 1.3614 | 1.1668 |
318
+ | 0.3047 | 29.6667 | 534 | 1.4941 | 0.1522 | 1.4941 | 1.2223 |
319
+ | 0.3047 | 29.7778 | 536 | 1.4585 | 0.1566 | 1.4585 | 1.2077 |
320
+ | 0.3047 | 29.8889 | 538 | 1.3202 | 0.1311 | 1.3202 | 1.1490 |
321
+ | 0.3047 | 30.0 | 540 | 1.1973 | 0.2942 | 1.1973 | 1.0942 |
322
+ | 0.3047 | 30.1111 | 542 | 1.1620 | 0.2757 | 1.1620 | 1.0780 |
323
+ | 0.3047 | 30.2222 | 544 | 1.1556 | 0.2966 | 1.1556 | 1.0750 |
324
+ | 0.3047 | 30.3333 | 546 | 1.1541 | 0.2616 | 1.1541 | 1.0743 |
325
+ | 0.3047 | 30.4444 | 548 | 1.1565 | 0.2454 | 1.1565 | 1.0754 |
326
+ | 0.3047 | 30.5556 | 550 | 1.1956 | 0.1996 | 1.1956 | 1.0935 |
327
+ | 0.3047 | 30.6667 | 552 | 1.3420 | 0.1395 | 1.3420 | 1.1584 |
328
+ | 0.3047 | 30.7778 | 554 | 1.4615 | 0.0876 | 1.4615 | 1.2089 |
329
+ | 0.3047 | 30.8889 | 556 | 1.4540 | 0.1457 | 1.4540 | 1.2058 |
330
+ | 0.3047 | 31.0 | 558 | 1.3177 | 0.1652 | 1.3177 | 1.1479 |
331
 
332
 
333
  ### Framework versions
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