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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k6_task5_organization

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  1. README.md +345 -275
  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_run1_AugV5_k6_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k6_task5_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: 0.8324
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- - Qwk: 0.4396
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- - Mse: 0.8324
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- - Rmse: 0.9124
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  ## Model description
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@@ -49,275 +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 | 0.0667 | 2 | 4.1380 | -0.0177 | 4.1380 | 2.0342 |
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- | No log | 0.1333 | 4 | 2.3311 | -0.0040 | 2.3311 | 1.5268 |
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- | No log | 0.2 | 6 | 2.1793 | 0.0626 | 2.1793 | 1.4763 |
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- | No log | 0.2667 | 8 | 1.8739 | 0.1190 | 1.8739 | 1.3689 |
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- | No log | 0.3333 | 10 | 1.1259 | 0.2787 | 1.1259 | 1.0611 |
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- | No log | 0.4 | 12 | 1.0745 | 0.1196 | 1.0745 | 1.0366 |
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- | No log | 0.4667 | 14 | 1.0467 | 0.1350 | 1.0467 | 1.0231 |
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- | No log | 0.5333 | 16 | 1.0949 | 0.2049 | 1.0949 | 1.0464 |
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- | No log | 0.6 | 18 | 1.3404 | 0.1453 | 1.3404 | 1.1578 |
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- | No log | 0.6667 | 20 | 1.3509 | 0.1951 | 1.3509 | 1.1623 |
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- | No log | 0.7333 | 22 | 1.1440 | 0.2317 | 1.1440 | 1.0696 |
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- | No log | 0.8 | 24 | 0.9973 | 0.2341 | 0.9973 | 0.9986 |
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- | No log | 0.8667 | 26 | 0.9897 | 0.1989 | 0.9897 | 0.9948 |
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- | No log | 0.9333 | 28 | 1.1404 | 0.2731 | 1.1404 | 1.0679 |
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- | No log | 1.0 | 30 | 1.1987 | 0.2789 | 1.1987 | 1.0949 |
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- | No log | 1.0667 | 32 | 1.0398 | 0.2692 | 1.0398 | 1.0197 |
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- | No log | 1.1333 | 34 | 1.0310 | 0.3101 | 1.0310 | 1.0154 |
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- | No log | 1.2 | 36 | 1.1002 | 0.3018 | 1.1002 | 1.0489 |
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- | No log | 1.2667 | 38 | 1.1977 | 0.3344 | 1.1977 | 1.0944 |
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- | No log | 1.3333 | 40 | 1.2065 | 0.3108 | 1.2065 | 1.0984 |
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- | No log | 1.4 | 42 | 1.2837 | 0.2762 | 1.2837 | 1.1330 |
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- | No log | 1.4667 | 44 | 1.1904 | 0.3200 | 1.1904 | 1.0910 |
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- | No log | 1.5333 | 46 | 1.1071 | 0.2970 | 1.1071 | 1.0522 |
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- | No log | 1.6 | 48 | 1.0846 | 0.2445 | 1.0846 | 1.0414 |
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- | No log | 1.6667 | 50 | 1.0026 | 0.3097 | 1.0026 | 1.0013 |
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- | No log | 1.7333 | 52 | 0.9986 | 0.3022 | 0.9986 | 0.9993 |
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- | No log | 1.8 | 54 | 1.0987 | 0.2832 | 1.0987 | 1.0482 |
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- | No log | 1.8667 | 56 | 1.0604 | 0.3533 | 1.0604 | 1.0298 |
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- | No log | 1.9333 | 58 | 0.9909 | 0.3048 | 0.9909 | 0.9954 |
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- | No log | 2.0 | 60 | 1.0436 | 0.3463 | 1.0436 | 1.0215 |
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- | No log | 2.0667 | 62 | 1.0702 | 0.3330 | 1.0702 | 1.0345 |
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- | No log | 2.1333 | 64 | 0.9746 | 0.3842 | 0.9746 | 0.9872 |
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- | No log | 2.2 | 66 | 0.9449 | 0.3780 | 0.9449 | 0.9721 |
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- | No log | 2.2667 | 68 | 1.1599 | 0.3092 | 1.1599 | 1.0770 |
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- | No log | 2.3333 | 70 | 1.2397 | 0.3243 | 1.2397 | 1.1134 |
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- | No log | 2.4 | 72 | 1.0126 | 0.3617 | 1.0126 | 1.0063 |
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- | No log | 2.4667 | 74 | 0.9565 | 0.4139 | 0.9565 | 0.9780 |
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- | No log | 2.5333 | 76 | 1.1748 | 0.3878 | 1.1748 | 1.0839 |
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- | No log | 2.6 | 78 | 1.2780 | 0.3352 | 1.2780 | 1.1305 |
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- | No log | 2.6667 | 80 | 1.0434 | 0.4135 | 1.0434 | 1.0215 |
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- | No log | 2.7333 | 82 | 0.9110 | 0.4215 | 0.9110 | 0.9544 |
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- | No log | 2.8 | 84 | 1.3356 | 0.2707 | 1.3356 | 1.1557 |
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- | No log | 2.8667 | 86 | 1.4416 | 0.2095 | 1.4416 | 1.2007 |
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- | No log | 2.9333 | 88 | 1.1827 | 0.2664 | 1.1827 | 1.0875 |
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- | No log | 3.0 | 90 | 0.9418 | 0.3577 | 0.9418 | 0.9705 |
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- | No log | 3.0667 | 92 | 0.8775 | 0.2499 | 0.8775 | 0.9367 |
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- | No log | 3.1333 | 94 | 0.9797 | 0.4310 | 0.9797 | 0.9898 |
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- | No log | 3.2 | 96 | 0.9934 | 0.3696 | 0.9934 | 0.9967 |
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- | No log | 3.2667 | 98 | 0.8760 | 0.4379 | 0.8760 | 0.9359 |
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- | No log | 3.3333 | 100 | 0.8764 | 0.5085 | 0.8764 | 0.9362 |
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- | No log | 3.4 | 102 | 0.9731 | 0.4426 | 0.9731 | 0.9864 |
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- | No log | 3.4667 | 104 | 1.0829 | 0.3987 | 1.0829 | 1.0406 |
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- | No log | 3.5333 | 106 | 0.9473 | 0.5010 | 0.9473 | 0.9733 |
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- | No log | 3.6 | 108 | 0.8691 | 0.5611 | 0.8691 | 0.9323 |
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- | No log | 3.6667 | 110 | 0.8461 | 0.5213 | 0.8461 | 0.9199 |
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- | No log | 3.7333 | 112 | 0.8093 | 0.5545 | 0.8093 | 0.8996 |
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- | No log | 3.8 | 114 | 0.7997 | 0.5314 | 0.7997 | 0.8943 |
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- | No log | 3.8667 | 116 | 0.8400 | 0.5196 | 0.8400 | 0.9165 |
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- | No log | 3.9333 | 118 | 0.9461 | 0.4936 | 0.9461 | 0.9727 |
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- | No log | 4.0 | 120 | 1.1625 | 0.4636 | 1.1625 | 1.0782 |
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- | No log | 4.0667 | 122 | 1.2113 | 0.4391 | 1.2113 | 1.1006 |
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- | No log | 4.1333 | 124 | 1.3110 | 0.4246 | 1.3110 | 1.1450 |
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- | No log | 4.2 | 126 | 1.1879 | 0.4392 | 1.1879 | 1.0899 |
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- | No log | 4.2667 | 128 | 0.9602 | 0.4272 | 0.9602 | 0.9799 |
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- | No log | 4.3333 | 130 | 0.8146 | 0.4558 | 0.8146 | 0.9026 |
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- | No log | 4.4 | 132 | 0.8001 | 0.4799 | 0.8001 | 0.8945 |
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- | No log | 4.4667 | 134 | 0.7950 | 0.4537 | 0.7950 | 0.8916 |
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- | No log | 4.5333 | 136 | 0.8074 | 0.4529 | 0.8074 | 0.8986 |
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- | No log | 4.6 | 138 | 0.8330 | 0.4514 | 0.8330 | 0.9127 |
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- | No log | 4.6667 | 140 | 0.9032 | 0.4076 | 0.9032 | 0.9504 |
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- | No log | 4.7333 | 142 | 0.9320 | 0.4546 | 0.9320 | 0.9654 |
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- | No log | 4.8 | 144 | 0.9753 | 0.4593 | 0.9753 | 0.9876 |
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- | No log | 4.8667 | 146 | 1.2138 | 0.4478 | 1.2138 | 1.1017 |
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- | No log | 4.9333 | 148 | 1.1320 | 0.3982 | 1.1320 | 1.0640 |
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- | No log | 5.0 | 150 | 1.0158 | 0.4181 | 1.0158 | 1.0078 |
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- | No log | 5.0667 | 152 | 0.9494 | 0.4645 | 0.9494 | 0.9744 |
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- | No log | 5.1333 | 154 | 0.8993 | 0.4789 | 0.8993 | 0.9483 |
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- | No log | 5.2 | 156 | 0.9003 | 0.4876 | 0.9003 | 0.9488 |
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- | No log | 5.2667 | 158 | 0.8933 | 0.4898 | 0.8933 | 0.9452 |
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- | No log | 5.3333 | 160 | 0.9443 | 0.4591 | 0.9443 | 0.9718 |
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- | No log | 5.4 | 162 | 0.9627 | 0.4591 | 0.9627 | 0.9812 |
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- | No log | 5.4667 | 164 | 0.9119 | 0.4526 | 0.9119 | 0.9549 |
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- | No log | 5.5333 | 166 | 0.9598 | 0.5046 | 0.9598 | 0.9797 |
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- | No log | 5.6 | 168 | 0.9519 | 0.4865 | 0.9519 | 0.9756 |
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- | No log | 5.6667 | 170 | 0.9097 | 0.4579 | 0.9097 | 0.9538 |
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- | No log | 5.7333 | 172 | 0.8902 | 0.4321 | 0.8902 | 0.9435 |
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- | No log | 5.8 | 174 | 0.8777 | 0.4321 | 0.8777 | 0.9368 |
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- | No log | 5.8667 | 176 | 0.9057 | 0.4129 | 0.9057 | 0.9517 |
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- | No log | 5.9333 | 178 | 0.9971 | 0.4541 | 0.9971 | 0.9986 |
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- | No log | 6.0 | 180 | 1.0214 | 0.4032 | 1.0214 | 1.0107 |
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- | No log | 6.0667 | 182 | 0.9788 | 0.3924 | 0.9788 | 0.9894 |
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- | No log | 6.1333 | 184 | 1.0023 | 0.4837 | 1.0023 | 1.0011 |
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- | No log | 6.2 | 186 | 1.0308 | 0.4614 | 1.0308 | 1.0153 |
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- | No log | 6.2667 | 188 | 0.9276 | 0.4299 | 0.9276 | 0.9631 |
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- | No log | 6.3333 | 190 | 0.8248 | 0.3547 | 0.8248 | 0.9082 |
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- | No log | 6.4 | 192 | 0.7976 | 0.3820 | 0.7976 | 0.8931 |
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- | No log | 6.4667 | 194 | 0.7973 | 0.3820 | 0.7973 | 0.8929 |
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- | No log | 6.5333 | 196 | 0.8123 | 0.4181 | 0.8123 | 0.9013 |
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- | No log | 6.6 | 198 | 0.8910 | 0.4635 | 0.8910 | 0.9439 |
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- | No log | 6.6667 | 200 | 0.9102 | 0.5194 | 0.9102 | 0.9540 |
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- | No log | 6.7333 | 202 | 0.9582 | 0.5574 | 0.9582 | 0.9789 |
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- | No log | 6.8 | 204 | 0.9907 | 0.5574 | 0.9907 | 0.9953 |
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- | No log | 6.8667 | 206 | 0.9998 | 0.5568 | 0.9998 | 0.9999 |
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- | No log | 6.9333 | 208 | 0.9971 | 0.5574 | 0.9971 | 0.9986 |
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- | No log | 7.0 | 210 | 0.9614 | 0.5497 | 0.9614 | 0.9805 |
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- | No log | 7.0667 | 212 | 0.9193 | 0.5216 | 0.9193 | 0.9588 |
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- | No log | 7.1333 | 214 | 0.8743 | 0.4217 | 0.8743 | 0.9350 |
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- | No log | 7.2 | 216 | 0.8492 | 0.3408 | 0.8492 | 0.9215 |
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- | No log | 7.2667 | 218 | 0.8322 | 0.3493 | 0.8322 | 0.9122 |
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- | No log | 7.3333 | 220 | 0.8459 | 0.3615 | 0.8459 | 0.9198 |
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- | No log | 7.4 | 222 | 0.8613 | 0.4460 | 0.8613 | 0.9281 |
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- | No log | 7.4667 | 224 | 0.8075 | 0.3628 | 0.8075 | 0.8986 |
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- | No log | 7.5333 | 226 | 0.8237 | 0.4466 | 0.8237 | 0.9076 |
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- | No log | 7.6 | 228 | 0.8353 | 0.4466 | 0.8353 | 0.9140 |
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- | No log | 7.6667 | 230 | 0.8356 | 0.4903 | 0.8356 | 0.9141 |
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- | No log | 7.7333 | 232 | 0.8462 | 0.4903 | 0.8462 | 0.9199 |
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- | No log | 7.8 | 234 | 0.8679 | 0.4555 | 0.8679 | 0.9316 |
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- | No log | 7.8667 | 236 | 0.8991 | 0.4181 | 0.8991 | 0.9482 |
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- | No log | 7.9333 | 238 | 0.9227 | 0.4898 | 0.9227 | 0.9606 |
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- | No log | 8.0 | 240 | 0.9338 | 0.4469 | 0.9338 | 0.9663 |
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- | No log | 8.0667 | 242 | 0.9432 | 0.4627 | 0.9432 | 0.9712 |
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- | No log | 8.1333 | 244 | 0.9146 | 0.4466 | 0.9146 | 0.9564 |
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- | No log | 8.2 | 246 | 0.8990 | 0.4425 | 0.8990 | 0.9482 |
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- | No log | 8.2667 | 248 | 0.9468 | 0.4930 | 0.9468 | 0.9730 |
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- | No log | 8.3333 | 250 | 0.9193 | 0.5363 | 0.9193 | 0.9588 |
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- | No log | 8.4 | 252 | 0.8839 | 0.4530 | 0.8839 | 0.9402 |
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- | No log | 8.4667 | 254 | 0.8988 | 0.4524 | 0.8988 | 0.9480 |
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- | No log | 8.5333 | 256 | 0.8716 | 0.4490 | 0.8716 | 0.9336 |
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- | No log | 8.6 | 258 | 0.8982 | 0.4956 | 0.8982 | 0.9477 |
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- | No log | 8.6667 | 260 | 1.0017 | 0.4400 | 1.0017 | 1.0008 |
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- | No log | 8.7333 | 262 | 0.9900 | 0.4598 | 0.9900 | 0.9950 |
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- | No log | 8.8 | 264 | 0.8606 | 0.3786 | 0.8606 | 0.9277 |
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- | No log | 8.8667 | 266 | 0.8621 | 0.4611 | 0.8621 | 0.9285 |
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- | No log | 8.9333 | 268 | 1.0103 | 0.3866 | 1.0103 | 1.0052 |
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- | No log | 9.0 | 270 | 0.9568 | 0.4367 | 0.9568 | 0.9781 |
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- | No log | 9.0667 | 272 | 0.8447 | 0.4810 | 0.8447 | 0.9191 |
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- | No log | 9.1333 | 274 | 0.9823 | 0.4510 | 0.9823 | 0.9911 |
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- | No log | 9.2 | 276 | 1.0735 | 0.4314 | 1.0735 | 1.0361 |
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- | No log | 9.2667 | 278 | 0.9633 | 0.4902 | 0.9633 | 0.9815 |
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- | No log | 9.3333 | 280 | 0.8264 | 0.5660 | 0.8264 | 0.9091 |
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- | No log | 9.4 | 282 | 0.8613 | 0.4658 | 0.8613 | 0.9280 |
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- | No log | 9.4667 | 284 | 0.8690 | 0.4672 | 0.8690 | 0.9322 |
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- | No log | 9.5333 | 286 | 0.8226 | 0.4849 | 0.8226 | 0.9070 |
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- | No log | 9.6 | 288 | 0.8572 | 0.4956 | 0.8572 | 0.9259 |
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- | No log | 9.6667 | 290 | 0.8874 | 0.5039 | 0.8874 | 0.9420 |
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- | No log | 9.7333 | 292 | 0.8139 | 0.5842 | 0.8139 | 0.9021 |
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- | No log | 9.8 | 294 | 0.8090 | 0.4558 | 0.8090 | 0.8994 |
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- | No log | 9.8667 | 296 | 0.8781 | 0.4494 | 0.8781 | 0.9371 |
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- | No log | 9.9333 | 298 | 0.8695 | 0.4685 | 0.8695 | 0.9325 |
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- | No log | 10.0 | 300 | 0.8506 | 0.5149 | 0.8506 | 0.9223 |
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- | No log | 10.0667 | 302 | 0.8685 | 0.5867 | 0.8685 | 0.9320 |
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- | No log | 10.1333 | 304 | 0.8504 | 0.5182 | 0.8504 | 0.9222 |
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- | No log | 10.2 | 306 | 0.8144 | 0.5342 | 0.8144 | 0.9025 |
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- | No log | 10.2667 | 308 | 0.7713 | 0.5383 | 0.7713 | 0.8782 |
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- | No log | 10.3333 | 310 | 0.7608 | 0.4789 | 0.7608 | 0.8723 |
207
- | No log | 10.4 | 312 | 0.7690 | 0.4163 | 0.7690 | 0.8769 |
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- | No log | 10.4667 | 314 | 0.7727 | 0.4012 | 0.7727 | 0.8790 |
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- | No log | 10.5333 | 316 | 0.7694 | 0.4012 | 0.7694 | 0.8772 |
210
- | No log | 10.6 | 318 | 0.7888 | 0.4734 | 0.7888 | 0.8882 |
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- | No log | 10.6667 | 320 | 0.8475 | 0.4978 | 0.8475 | 0.9206 |
212
- | No log | 10.7333 | 322 | 0.8208 | 0.5047 | 0.8208 | 0.9060 |
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- | No log | 10.8 | 324 | 0.8273 | 0.4925 | 0.8273 | 0.9095 |
214
- | No log | 10.8667 | 326 | 0.8274 | 0.5055 | 0.8274 | 0.9096 |
215
- | No log | 10.9333 | 328 | 0.8309 | 0.4690 | 0.8309 | 0.9115 |
216
- | No log | 11.0 | 330 | 0.8575 | 0.4648 | 0.8575 | 0.9260 |
217
- | No log | 11.0667 | 332 | 0.9085 | 0.4612 | 0.9085 | 0.9532 |
218
- | No log | 11.1333 | 334 | 0.8891 | 0.4822 | 0.8891 | 0.9429 |
219
- | No log | 11.2 | 336 | 0.8880 | 0.4613 | 0.8880 | 0.9423 |
220
- | No log | 11.2667 | 338 | 0.8237 | 0.5338 | 0.8237 | 0.9076 |
221
- | No log | 11.3333 | 340 | 0.7911 | 0.5969 | 0.7911 | 0.8894 |
222
- | No log | 11.4 | 342 | 0.7837 | 0.5752 | 0.7837 | 0.8853 |
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- | No log | 11.4667 | 344 | 0.7882 | 0.5511 | 0.7882 | 0.8878 |
224
- | No log | 11.5333 | 346 | 0.7871 | 0.5077 | 0.7871 | 0.8872 |
225
- | No log | 11.6 | 348 | 0.7844 | 0.5077 | 0.7844 | 0.8857 |
226
- | No log | 11.6667 | 350 | 0.7742 | 0.5557 | 0.7742 | 0.8799 |
227
- | No log | 11.7333 | 352 | 0.8039 | 0.5372 | 0.8039 | 0.8966 |
228
- | No log | 11.8 | 354 | 0.8157 | 0.5275 | 0.8157 | 0.9032 |
229
- | No log | 11.8667 | 356 | 0.8167 | 0.5432 | 0.8167 | 0.9037 |
230
- | No log | 11.9333 | 358 | 0.9168 | 0.5433 | 0.9168 | 0.9575 |
231
- | No log | 12.0 | 360 | 1.0229 | 0.4890 | 1.0229 | 1.0114 |
232
- | No log | 12.0667 | 362 | 1.0499 | 0.4524 | 1.0499 | 1.0246 |
233
- | No log | 12.1333 | 364 | 0.9959 | 0.4740 | 0.9959 | 0.9980 |
234
- | No log | 12.2 | 366 | 0.9160 | 0.5548 | 0.9160 | 0.9571 |
235
- | No log | 12.2667 | 368 | 0.8896 | 0.5313 | 0.8896 | 0.9432 |
236
- | No log | 12.3333 | 370 | 0.8981 | 0.4881 | 0.8981 | 0.9477 |
237
- | No log | 12.4 | 372 | 0.9099 | 0.4623 | 0.9099 | 0.9539 |
238
- | No log | 12.4667 | 374 | 0.9240 | 0.4708 | 0.9240 | 0.9612 |
239
- | No log | 12.5333 | 376 | 0.8874 | 0.4708 | 0.8874 | 0.9420 |
240
- | No log | 12.6 | 378 | 0.8192 | 0.4768 | 0.8192 | 0.9051 |
241
- | No log | 12.6667 | 380 | 0.8195 | 0.4856 | 0.8195 | 0.9053 |
242
- | No log | 12.7333 | 382 | 0.8445 | 0.4984 | 0.8445 | 0.9190 |
243
- | No log | 12.8 | 384 | 0.8664 | 0.4984 | 0.8664 | 0.9308 |
244
- | No log | 12.8667 | 386 | 0.8526 | 0.5089 | 0.8526 | 0.9233 |
245
- | No log | 12.9333 | 388 | 0.8834 | 0.4758 | 0.8834 | 0.9399 |
246
- | No log | 13.0 | 390 | 0.9281 | 0.4561 | 0.9281 | 0.9634 |
247
- | No log | 13.0667 | 392 | 0.9162 | 0.4563 | 0.9162 | 0.9572 |
248
- | No log | 13.1333 | 394 | 0.9015 | 0.4412 | 0.9015 | 0.9495 |
249
- | No log | 13.2 | 396 | 0.9541 | 0.4720 | 0.9541 | 0.9768 |
250
- | No log | 13.2667 | 398 | 0.9783 | 0.5202 | 0.9783 | 0.9891 |
251
- | No log | 13.3333 | 400 | 0.9039 | 0.5147 | 0.9039 | 0.9508 |
252
- | No log | 13.4 | 402 | 0.8479 | 0.4875 | 0.8479 | 0.9208 |
253
- | No log | 13.4667 | 404 | 0.8392 | 0.5010 | 0.8392 | 0.9161 |
254
- | No log | 13.5333 | 406 | 0.8338 | 0.4912 | 0.8338 | 0.9131 |
255
- | No log | 13.6 | 408 | 0.8373 | 0.4912 | 0.8373 | 0.9151 |
256
- | No log | 13.6667 | 410 | 0.8539 | 0.5431 | 0.8539 | 0.9240 |
257
- | No log | 13.7333 | 412 | 0.8649 | 0.4983 | 0.8649 | 0.9300 |
258
- | No log | 13.8 | 414 | 0.8595 | 0.5401 | 0.8595 | 0.9271 |
259
- | No log | 13.8667 | 416 | 0.8392 | 0.5111 | 0.8392 | 0.9161 |
260
- | No log | 13.9333 | 418 | 0.8190 | 0.5237 | 0.8190 | 0.9050 |
261
- | No log | 14.0 | 420 | 0.8025 | 0.5237 | 0.8025 | 0.8958 |
262
- | No log | 14.0667 | 422 | 0.8003 | 0.5640 | 0.8003 | 0.8946 |
263
- | No log | 14.1333 | 424 | 0.7934 | 0.5042 | 0.7934 | 0.8907 |
264
- | No log | 14.2 | 426 | 0.8185 | 0.4541 | 0.8185 | 0.9047 |
265
- | No log | 14.2667 | 428 | 0.8231 | 0.4758 | 0.8231 | 0.9072 |
266
- | No log | 14.3333 | 430 | 0.8383 | 0.5432 | 0.8383 | 0.9156 |
267
- | No log | 14.4 | 432 | 0.9054 | 0.5416 | 0.9054 | 0.9515 |
268
- | No log | 14.4667 | 434 | 0.9533 | 0.5391 | 0.9533 | 0.9764 |
269
- | No log | 14.5333 | 436 | 0.8953 | 0.5039 | 0.8953 | 0.9462 |
270
- | No log | 14.6 | 438 | 0.8549 | 0.5528 | 0.8549 | 0.9246 |
271
- | No log | 14.6667 | 440 | 0.8419 | 0.5227 | 0.8419 | 0.9175 |
272
- | No log | 14.7333 | 442 | 0.8619 | 0.5809 | 0.8619 | 0.9284 |
273
- | No log | 14.8 | 444 | 0.9273 | 0.5234 | 0.9273 | 0.9630 |
274
- | No log | 14.8667 | 446 | 0.9859 | 0.5006 | 0.9859 | 0.9929 |
275
- | No log | 14.9333 | 448 | 0.9648 | 0.4921 | 0.9648 | 0.9822 |
276
- | No log | 15.0 | 450 | 0.8617 | 0.5256 | 0.8617 | 0.9283 |
277
- | No log | 15.0667 | 452 | 0.8225 | 0.5648 | 0.8225 | 0.9069 |
278
- | No log | 15.1333 | 454 | 0.8349 | 0.4760 | 0.8349 | 0.9137 |
279
- | No log | 15.2 | 456 | 0.8711 | 0.4345 | 0.8711 | 0.9333 |
280
- | No log | 15.2667 | 458 | 0.8607 | 0.4760 | 0.8607 | 0.9277 |
281
- | No log | 15.3333 | 460 | 0.8541 | 0.4916 | 0.8541 | 0.9242 |
282
- | No log | 15.4 | 462 | 0.8834 | 0.5178 | 0.8834 | 0.9399 |
283
- | No log | 15.4667 | 464 | 0.8703 | 0.4995 | 0.8703 | 0.9329 |
284
- | No log | 15.5333 | 466 | 0.8579 | 0.4383 | 0.8579 | 0.9262 |
285
- | No log | 15.6 | 468 | 0.8786 | 0.4760 | 0.8786 | 0.9373 |
286
- | No log | 15.6667 | 470 | 0.8646 | 0.4644 | 0.8646 | 0.9298 |
287
- | No log | 15.7333 | 472 | 0.8502 | 0.4822 | 0.8502 | 0.9221 |
288
- | No log | 15.8 | 474 | 0.8676 | 0.5009 | 0.8676 | 0.9314 |
289
- | No log | 15.8667 | 476 | 0.8806 | 0.5317 | 0.8806 | 0.9384 |
290
- | No log | 15.9333 | 478 | 0.8472 | 0.4889 | 0.8472 | 0.9204 |
291
- | No log | 16.0 | 480 | 0.8011 | 0.4799 | 0.8011 | 0.8951 |
292
- | No log | 16.0667 | 482 | 0.7731 | 0.4581 | 0.7731 | 0.8792 |
293
- | No log | 16.1333 | 484 | 0.7758 | 0.4321 | 0.7758 | 0.8808 |
294
- | No log | 16.2 | 486 | 0.7771 | 0.4329 | 0.7771 | 0.8815 |
295
- | No log | 16.2667 | 488 | 0.7609 | 0.4321 | 0.7609 | 0.8723 |
296
- | No log | 16.3333 | 490 | 0.7723 | 0.4466 | 0.7723 | 0.8788 |
297
- | No log | 16.4 | 492 | 0.7676 | 0.5050 | 0.7676 | 0.8761 |
298
- | No log | 16.4667 | 494 | 0.7896 | 0.5133 | 0.7896 | 0.8886 |
299
- | No log | 16.5333 | 496 | 0.9133 | 0.5224 | 0.9133 | 0.9557 |
300
- | No log | 16.6 | 498 | 1.0073 | 0.4531 | 1.0073 | 1.0037 |
301
- | 0.3132 | 16.6667 | 500 | 0.9703 | 0.5224 | 0.9703 | 0.9851 |
302
- | 0.3132 | 16.7333 | 502 | 0.9094 | 0.5416 | 0.9094 | 0.9536 |
303
- | 0.3132 | 16.8 | 504 | 0.8627 | 0.5129 | 0.8627 | 0.9288 |
304
- | 0.3132 | 16.8667 | 506 | 0.8486 | 0.4672 | 0.8486 | 0.9212 |
305
- | 0.3132 | 16.9333 | 508 | 0.8217 | 0.4767 | 0.8217 | 0.9065 |
306
- | 0.3132 | 17.0 | 510 | 0.7934 | 0.5252 | 0.7934 | 0.8907 |
307
- | 0.3132 | 17.0667 | 512 | 0.7868 | 0.5540 | 0.7868 | 0.8870 |
308
- | 0.3132 | 17.1333 | 514 | 0.7923 | 0.5830 | 0.7923 | 0.8901 |
309
- | 0.3132 | 17.2 | 516 | 0.8122 | 0.5872 | 0.8122 | 0.9012 |
310
- | 0.3132 | 17.2667 | 518 | 0.8116 | 0.5797 | 0.8116 | 0.9009 |
311
- | 0.3132 | 17.3333 | 520 | 0.8259 | 0.5055 | 0.8259 | 0.9088 |
312
- | 0.3132 | 17.4 | 522 | 0.8454 | 0.5534 | 0.8454 | 0.9195 |
313
- | 0.3132 | 17.4667 | 524 | 0.8732 | 0.5396 | 0.8732 | 0.9345 |
314
- | 0.3132 | 17.5333 | 526 | 0.8778 | 0.5302 | 0.8778 | 0.9369 |
315
- | 0.3132 | 17.6 | 528 | 0.8650 | 0.5348 | 0.8650 | 0.9301 |
316
- | 0.3132 | 17.6667 | 530 | 0.8494 | 0.4852 | 0.8494 | 0.9216 |
317
- | 0.3132 | 17.7333 | 532 | 0.8379 | 0.4206 | 0.8379 | 0.9154 |
318
- | 0.3132 | 17.8 | 534 | 0.8276 | 0.4390 | 0.8276 | 0.9097 |
319
- | 0.3132 | 17.8667 | 536 | 0.8292 | 0.4494 | 0.8292 | 0.9106 |
320
- | 0.3132 | 17.9333 | 538 | 0.8324 | 0.4396 | 0.8324 | 0.9124 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
321
 
322
 
323
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task5_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: 1.1851
19
+ - Qwk: 0.0987
20
+ - Mse: 1.1851
21
+ - Rmse: 1.0886
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0833 | 2 | 4.0043 | -0.0032 | 4.0043 | 2.0011 |
53
+ | No log | 0.1667 | 4 | 2.3116 | 0.0203 | 2.3116 | 1.5204 |
54
+ | No log | 0.25 | 6 | 1.6665 | 0.0181 | 1.6665 | 1.2909 |
55
+ | No log | 0.3333 | 8 | 1.1083 | 0.2023 | 1.1083 | 1.0528 |
56
+ | No log | 0.4167 | 10 | 1.0489 | 0.2564 | 1.0489 | 1.0242 |
57
+ | No log | 0.5 | 12 | 1.0011 | 0.2515 | 1.0011 | 1.0005 |
58
+ | No log | 0.5833 | 14 | 0.9898 | 0.3310 | 0.9898 | 0.9949 |
59
+ | No log | 0.6667 | 16 | 1.0039 | 0.3310 | 1.0039 | 1.0019 |
60
+ | No log | 0.75 | 18 | 1.0304 | 0.2787 | 1.0304 | 1.0151 |
61
+ | No log | 0.8333 | 20 | 1.0928 | 0.1979 | 1.0928 | 1.0454 |
62
+ | No log | 0.9167 | 22 | 1.1337 | 0.1738 | 1.1337 | 1.0647 |
63
+ | No log | 1.0 | 24 | 1.0934 | 0.1979 | 1.0934 | 1.0457 |
64
+ | No log | 1.0833 | 26 | 1.0341 | 0.2588 | 1.0341 | 1.0169 |
65
+ | No log | 1.1667 | 28 | 1.0005 | 0.3139 | 1.0005 | 1.0002 |
66
+ | No log | 1.25 | 30 | 0.9947 | 0.3139 | 0.9947 | 0.9973 |
67
+ | No log | 1.3333 | 32 | 1.0014 | 0.2967 | 1.0014 | 1.0007 |
68
+ | No log | 1.4167 | 34 | 1.0372 | 0.1997 | 1.0372 | 1.0184 |
69
+ | No log | 1.5 | 36 | 1.2356 | 0.2236 | 1.2356 | 1.1116 |
70
+ | No log | 1.5833 | 38 | 1.2561 | 0.2885 | 1.2561 | 1.1208 |
71
+ | No log | 1.6667 | 40 | 1.0594 | 0.2662 | 1.0594 | 1.0293 |
72
+ | No log | 1.75 | 42 | 0.9431 | 0.3425 | 0.9431 | 0.9712 |
73
+ | No log | 1.8333 | 44 | 0.9617 | 0.3264 | 0.9617 | 0.9806 |
74
+ | No log | 1.9167 | 46 | 0.9207 | 0.3139 | 0.9207 | 0.9595 |
75
+ | No log | 2.0 | 48 | 0.9648 | 0.2341 | 0.9648 | 0.9822 |
76
+ | No log | 2.0833 | 50 | 0.9779 | 0.2594 | 0.9779 | 0.9889 |
77
+ | No log | 2.1667 | 52 | 1.0323 | 0.2359 | 1.0323 | 1.0160 |
78
+ | No log | 2.25 | 54 | 0.9395 | 0.3071 | 0.9395 | 0.9693 |
79
+ | No log | 2.3333 | 56 | 0.9222 | 0.2865 | 0.9222 | 0.9603 |
80
+ | No log | 2.4167 | 58 | 0.9296 | 0.2692 | 0.9296 | 0.9641 |
81
+ | No log | 2.5 | 60 | 0.9539 | 0.2391 | 0.9539 | 0.9767 |
82
+ | No log | 2.5833 | 62 | 0.9919 | 0.2145 | 0.9919 | 0.9959 |
83
+ | No log | 2.6667 | 64 | 1.0455 | 0.3208 | 1.0455 | 1.0225 |
84
+ | No log | 2.75 | 66 | 1.1075 | 0.2471 | 1.1075 | 1.0524 |
85
+ | No log | 2.8333 | 68 | 1.3397 | -0.0152 | 1.3397 | 1.1575 |
86
+ | No log | 2.9167 | 70 | 1.6210 | -0.0686 | 1.6210 | 1.2732 |
87
+ | No log | 3.0 | 72 | 1.3642 | 0.0099 | 1.3642 | 1.1680 |
88
+ | No log | 3.0833 | 74 | 1.2239 | 0.0694 | 1.2239 | 1.1063 |
89
+ | No log | 3.1667 | 76 | 1.1346 | 0.1443 | 1.1346 | 1.0652 |
90
+ | No log | 3.25 | 78 | 1.0422 | 0.2739 | 1.0422 | 1.0209 |
91
+ | No log | 3.3333 | 80 | 0.9143 | 0.3915 | 0.9143 | 0.9562 |
92
+ | No log | 3.4167 | 82 | 0.9243 | 0.4223 | 0.9243 | 0.9614 |
93
+ | No log | 3.5 | 84 | 0.9283 | 0.4610 | 0.9283 | 0.9635 |
94
+ | No log | 3.5833 | 86 | 0.9753 | 0.3702 | 0.9753 | 0.9876 |
95
+ | No log | 3.6667 | 88 | 0.9743 | 0.3940 | 0.9743 | 0.9871 |
96
+ | No log | 3.75 | 90 | 0.9577 | 0.3414 | 0.9577 | 0.9786 |
97
+ | No log | 3.8333 | 92 | 0.9854 | 0.3172 | 0.9854 | 0.9927 |
98
+ | No log | 3.9167 | 94 | 0.9812 | 0.2497 | 0.9812 | 0.9906 |
99
+ | No log | 4.0 | 96 | 0.9656 | 0.2133 | 0.9656 | 0.9826 |
100
+ | No log | 4.0833 | 98 | 1.0027 | 0.3028 | 1.0027 | 1.0013 |
101
+ | No log | 4.1667 | 100 | 0.9873 | 0.3277 | 0.9873 | 0.9936 |
102
+ | No log | 4.25 | 102 | 0.9949 | 0.1671 | 0.9949 | 0.9975 |
103
+ | No log | 4.3333 | 104 | 0.9786 | 0.2596 | 0.9786 | 0.9892 |
104
+ | No log | 4.4167 | 106 | 0.9319 | 0.3678 | 0.9319 | 0.9654 |
105
+ | No log | 4.5 | 108 | 0.8815 | 0.3840 | 0.8815 | 0.9389 |
106
+ | No log | 4.5833 | 110 | 0.9064 | 0.4216 | 0.9064 | 0.9521 |
107
+ | No log | 4.6667 | 112 | 0.9995 | 0.3782 | 0.9995 | 0.9998 |
108
+ | No log | 4.75 | 114 | 1.1799 | 0.2726 | 1.1799 | 1.0863 |
109
+ | No log | 4.8333 | 116 | 1.1832 | 0.2448 | 1.1832 | 1.0878 |
110
+ | No log | 4.9167 | 118 | 1.0297 | 0.3920 | 1.0297 | 1.0147 |
111
+ | No log | 5.0 | 120 | 0.9677 | 0.4444 | 0.9677 | 0.9837 |
112
+ | No log | 5.0833 | 122 | 0.9733 | 0.4444 | 0.9733 | 0.9865 |
113
+ | No log | 5.1667 | 124 | 0.9863 | 0.3921 | 0.9863 | 0.9931 |
114
+ | No log | 5.25 | 126 | 1.0178 | 0.3884 | 1.0178 | 1.0088 |
115
+ | No log | 5.3333 | 128 | 1.1222 | 0.3039 | 1.1222 | 1.0593 |
116
+ | No log | 5.4167 | 130 | 1.0655 | 0.3171 | 1.0655 | 1.0322 |
117
+ | No log | 5.5 | 132 | 1.0040 | 0.4023 | 1.0040 | 1.0020 |
118
+ | No log | 5.5833 | 134 | 0.9669 | 0.3523 | 0.9669 | 0.9833 |
119
+ | No log | 5.6667 | 136 | 0.9011 | 0.3959 | 0.9011 | 0.9493 |
120
+ | No log | 5.75 | 138 | 0.8935 | 0.3414 | 0.8935 | 0.9452 |
121
+ | No log | 5.8333 | 140 | 0.9254 | 0.3940 | 0.9254 | 0.9620 |
122
+ | No log | 5.9167 | 142 | 0.9848 | 0.3623 | 0.9848 | 0.9924 |
123
+ | No log | 6.0 | 144 | 0.9170 | 0.4078 | 0.9170 | 0.9576 |
124
+ | No log | 6.0833 | 146 | 0.8712 | 0.3994 | 0.8712 | 0.9334 |
125
+ | No log | 6.1667 | 148 | 0.8770 | 0.4078 | 0.8770 | 0.9365 |
126
+ | No log | 6.25 | 150 | 0.8868 | 0.4078 | 0.8868 | 0.9417 |
127
+ | No log | 6.3333 | 152 | 0.8748 | 0.4078 | 0.8748 | 0.9353 |
128
+ | No log | 6.4167 | 154 | 0.9499 | 0.3531 | 0.9499 | 0.9746 |
129
+ | No log | 6.5 | 156 | 1.0693 | 0.2886 | 1.0693 | 1.0341 |
130
+ | No log | 6.5833 | 158 | 1.0168 | 0.3283 | 1.0168 | 1.0084 |
131
+ | No log | 6.6667 | 160 | 0.8919 | 0.4327 | 0.8919 | 0.9444 |
132
+ | No log | 6.75 | 162 | 0.8726 | 0.3958 | 0.8726 | 0.9341 |
133
+ | No log | 6.8333 | 164 | 0.9701 | 0.4169 | 0.9701 | 0.9849 |
134
+ | No log | 6.9167 | 166 | 1.0276 | 0.4078 | 1.0276 | 1.0137 |
135
+ | No log | 7.0 | 168 | 0.9535 | 0.4444 | 0.9535 | 0.9765 |
136
+ | No log | 7.0833 | 170 | 0.8786 | 0.4075 | 0.8786 | 0.9373 |
137
+ | No log | 7.1667 | 172 | 0.9048 | 0.4444 | 0.9048 | 0.9512 |
138
+ | No log | 7.25 | 174 | 0.9980 | 0.4429 | 0.9980 | 0.9990 |
139
+ | No log | 7.3333 | 176 | 1.0858 | 0.275 | 1.0858 | 1.0420 |
140
+ | No log | 7.4167 | 178 | 1.0588 | 0.2886 | 1.0588 | 1.0290 |
141
+ | No log | 7.5 | 180 | 0.9417 | 0.4310 | 0.9417 | 0.9704 |
142
+ | No log | 7.5833 | 182 | 0.8971 | 0.4057 | 0.8971 | 0.9472 |
143
+ | No log | 7.6667 | 184 | 0.8592 | 0.4743 | 0.8592 | 0.9269 |
144
+ | No log | 7.75 | 186 | 0.8706 | 0.4461 | 0.8706 | 0.9330 |
145
+ | No log | 7.8333 | 188 | 0.9135 | 0.3957 | 0.9135 | 0.9558 |
146
+ | No log | 7.9167 | 190 | 0.9407 | 0.4681 | 0.9407 | 0.9699 |
147
+ | No log | 8.0 | 192 | 0.8615 | 0.4958 | 0.8615 | 0.9282 |
148
+ | No log | 8.0833 | 194 | 0.8547 | 0.3816 | 0.8547 | 0.9245 |
149
+ | No log | 8.1667 | 196 | 0.8423 | 0.3816 | 0.8423 | 0.9178 |
150
+ | No log | 8.25 | 198 | 0.8208 | 0.4361 | 0.8208 | 0.9060 |
151
+ | No log | 8.3333 | 200 | 0.8102 | 0.5260 | 0.8102 | 0.9001 |
152
+ | No log | 8.4167 | 202 | 0.8100 | 0.5171 | 0.8100 | 0.9000 |
153
+ | No log | 8.5 | 204 | 0.8033 | 0.5246 | 0.8033 | 0.8963 |
154
+ | No log | 8.5833 | 206 | 0.9382 | 0.3957 | 0.9382 | 0.9686 |
155
+ | No log | 8.6667 | 208 | 1.0755 | 0.4318 | 1.0755 | 1.0370 |
156
+ | No log | 8.75 | 210 | 0.9839 | 0.4334 | 0.9839 | 0.9919 |
157
+ | No log | 8.8333 | 212 | 0.8343 | 0.4595 | 0.8343 | 0.9134 |
158
+ | No log | 8.9167 | 214 | 0.8214 | 0.3977 | 0.8214 | 0.9063 |
159
+ | No log | 9.0 | 216 | 0.8305 | 0.3977 | 0.8305 | 0.9113 |
160
+ | No log | 9.0833 | 218 | 0.8825 | 0.4831 | 0.8825 | 0.9394 |
161
+ | No log | 9.1667 | 220 | 0.9187 | 0.4697 | 0.9187 | 0.9585 |
162
+ | No log | 9.25 | 222 | 0.9071 | 0.4697 | 0.9071 | 0.9524 |
163
+ | No log | 9.3333 | 224 | 0.8382 | 0.4576 | 0.8382 | 0.9155 |
164
+ | No log | 9.4167 | 226 | 0.8202 | 0.4792 | 0.8202 | 0.9057 |
165
+ | No log | 9.5 | 228 | 0.8106 | 0.4524 | 0.8106 | 0.9003 |
166
+ | No log | 9.5833 | 230 | 0.8159 | 0.4198 | 0.8159 | 0.9033 |
167
+ | No log | 9.6667 | 232 | 0.8913 | 0.4444 | 0.8913 | 0.9441 |
168
+ | No log | 9.75 | 234 | 0.9502 | 0.3957 | 0.9502 | 0.9748 |
169
+ | No log | 9.8333 | 236 | 0.9517 | 0.4318 | 0.9517 | 0.9755 |
170
+ | No log | 9.9167 | 238 | 0.9191 | 0.4057 | 0.9191 | 0.9587 |
171
+ | No log | 10.0 | 240 | 0.9256 | 0.4433 | 0.9256 | 0.9621 |
172
+ | No log | 10.0833 | 242 | 0.9661 | 0.4301 | 0.9661 | 0.9829 |
173
+ | No log | 10.1667 | 244 | 0.9868 | 0.4301 | 0.9868 | 0.9934 |
174
+ | No log | 10.25 | 246 | 0.9658 | 0.4301 | 0.9658 | 0.9827 |
175
+ | No log | 10.3333 | 248 | 0.9518 | 0.4057 | 0.9518 | 0.9756 |
176
+ | No log | 10.4167 | 250 | 0.9399 | 0.3107 | 0.9399 | 0.9695 |
177
+ | No log | 10.5 | 252 | 0.8898 | 0.2794 | 0.8898 | 0.9433 |
178
+ | No log | 10.5833 | 254 | 0.8376 | 0.2596 | 0.8376 | 0.9152 |
179
+ | No log | 10.6667 | 256 | 0.8116 | 0.3536 | 0.8116 | 0.9009 |
180
+ | No log | 10.75 | 258 | 0.8407 | 0.4828 | 0.8407 | 0.9169 |
181
+ | No log | 10.8333 | 260 | 0.9537 | 0.4389 | 0.9537 | 0.9766 |
182
+ | No log | 10.9167 | 262 | 1.1415 | 0.3336 | 1.1415 | 1.0684 |
183
+ | No log | 11.0 | 264 | 1.1497 | 0.3101 | 1.1497 | 1.0723 |
184
+ | No log | 11.0833 | 266 | 0.9767 | 0.4171 | 0.9767 | 0.9883 |
185
+ | No log | 11.1667 | 268 | 0.8096 | 0.4318 | 0.8096 | 0.8998 |
186
+ | No log | 11.25 | 270 | 0.8098 | 0.4642 | 0.8098 | 0.8999 |
187
+ | No log | 11.3333 | 272 | 0.8168 | 0.3777 | 0.8168 | 0.9038 |
188
+ | No log | 11.4167 | 274 | 0.8616 | 0.4044 | 0.8616 | 0.9282 |
189
+ | No log | 11.5 | 276 | 0.9558 | 0.4421 | 0.9558 | 0.9777 |
190
+ | No log | 11.5833 | 278 | 0.9615 | 0.4681 | 0.9615 | 0.9806 |
191
+ | No log | 11.6667 | 280 | 0.8757 | 0.4044 | 0.8757 | 0.9358 |
192
+ | No log | 11.75 | 282 | 0.8264 | 0.3112 | 0.8264 | 0.9091 |
193
+ | No log | 11.8333 | 284 | 0.8170 | 0.3112 | 0.8170 | 0.9039 |
194
+ | No log | 11.9167 | 286 | 0.8230 | 0.3506 | 0.8230 | 0.9072 |
195
+ | No log | 12.0 | 288 | 0.8732 | 0.3902 | 0.8732 | 0.9344 |
196
+ | No log | 12.0833 | 290 | 0.9185 | 0.4819 | 0.9185 | 0.9584 |
197
+ | No log | 12.1667 | 292 | 0.9172 | 0.4439 | 0.9172 | 0.9577 |
198
+ | No log | 12.25 | 294 | 0.8958 | 0.3902 | 0.8958 | 0.9465 |
199
+ | No log | 12.3333 | 296 | 0.8541 | 0.4044 | 0.8541 | 0.9242 |
200
+ | No log | 12.4167 | 298 | 0.8358 | 0.3556 | 0.8358 | 0.9142 |
201
+ | No log | 12.5 | 300 | 0.8310 | 0.3172 | 0.8310 | 0.9116 |
202
+ | No log | 12.5833 | 302 | 0.8401 | 0.3922 | 0.8401 | 0.9166 |
203
+ | No log | 12.6667 | 304 | 0.9095 | 0.4576 | 0.9095 | 0.9537 |
204
+ | No log | 12.75 | 306 | 0.9604 | 0.4697 | 0.9604 | 0.9800 |
205
+ | No log | 12.8333 | 308 | 1.0097 | 0.3921 | 1.0097 | 1.0048 |
206
+ | No log | 12.9167 | 310 | 0.9794 | 0.4186 | 0.9794 | 0.9896 |
207
+ | No log | 13.0 | 312 | 0.8872 | 0.4318 | 0.8872 | 0.9419 |
208
+ | No log | 13.0833 | 314 | 0.8598 | 0.4044 | 0.8598 | 0.9273 |
209
+ | No log | 13.1667 | 316 | 0.9030 | 0.3611 | 0.9030 | 0.9503 |
210
+ | No log | 13.25 | 318 | 1.0049 | 0.2748 | 1.0049 | 1.0024 |
211
+ | No log | 13.3333 | 320 | 1.0524 | 0.2024 | 1.0524 | 1.0259 |
212
+ | No log | 13.4167 | 322 | 0.9894 | 0.2896 | 0.9894 | 0.9947 |
213
+ | No log | 13.5 | 324 | 0.8869 | 0.3454 | 0.8869 | 0.9417 |
214
+ | No log | 13.5833 | 326 | 0.8240 | 0.3326 | 0.8240 | 0.9077 |
215
+ | No log | 13.6667 | 328 | 0.8137 | 0.3198 | 0.8137 | 0.9021 |
216
+ | No log | 13.75 | 330 | 0.8178 | 0.3631 | 0.8178 | 0.9043 |
217
+ | No log | 13.8333 | 332 | 0.9176 | 0.4576 | 0.9176 | 0.9579 |
218
+ | No log | 13.9167 | 334 | 1.0425 | 0.3938 | 1.0425 | 1.0210 |
219
+ | No log | 14.0 | 336 | 1.0485 | 0.3808 | 1.0485 | 1.0240 |
220
+ | No log | 14.0833 | 338 | 1.0253 | 0.3539 | 1.0253 | 1.0126 |
221
+ | No log | 14.1667 | 340 | 0.9983 | 0.2941 | 0.9983 | 0.9992 |
222
+ | No log | 14.25 | 342 | 0.9919 | 0.2647 | 0.9919 | 0.9959 |
223
+ | No log | 14.3333 | 344 | 0.9930 | 0.3063 | 0.9930 | 0.9965 |
224
+ | No log | 14.4167 | 346 | 0.9556 | 0.2796 | 0.9556 | 0.9776 |
225
+ | No log | 14.5 | 348 | 0.9514 | 0.2796 | 0.9514 | 0.9754 |
226
+ | No log | 14.5833 | 350 | 0.9581 | 0.4036 | 0.9581 | 0.9788 |
227
+ | No log | 14.6667 | 352 | 0.8883 | 0.4060 | 0.8883 | 0.9425 |
228
+ | No log | 14.75 | 354 | 0.8396 | 0.3631 | 0.8396 | 0.9163 |
229
+ | No log | 14.8333 | 356 | 0.8498 | 0.3757 | 0.8498 | 0.9219 |
230
+ | No log | 14.9167 | 358 | 0.8764 | 0.4060 | 0.8764 | 0.9362 |
231
+ | No log | 15.0 | 360 | 0.9265 | 0.4928 | 0.9265 | 0.9626 |
232
+ | No log | 15.0833 | 362 | 0.9239 | 0.4565 | 0.9239 | 0.9612 |
233
+ | No log | 15.1667 | 364 | 0.8471 | 0.4831 | 0.8471 | 0.9204 |
234
+ | No log | 15.25 | 366 | 0.7829 | 0.4378 | 0.7829 | 0.8848 |
235
+ | No log | 15.3333 | 368 | 0.7781 | 0.3979 | 0.7781 | 0.8821 |
236
+ | No log | 15.4167 | 370 | 0.7887 | 0.3797 | 0.7887 | 0.8881 |
237
+ | No log | 15.5 | 372 | 0.8143 | 0.3797 | 0.8143 | 0.9024 |
238
+ | No log | 15.5833 | 374 | 0.8437 | 0.3631 | 0.8437 | 0.9185 |
239
+ | No log | 15.6667 | 376 | 0.8571 | 0.3071 | 0.8571 | 0.9258 |
240
+ | No log | 15.75 | 378 | 0.8716 | 0.3631 | 0.8716 | 0.9336 |
241
+ | No log | 15.8333 | 380 | 0.9442 | 0.3169 | 0.9442 | 0.9717 |
242
+ | No log | 15.9167 | 382 | 0.9904 | 0.2359 | 0.9904 | 0.9952 |
243
+ | No log | 16.0 | 384 | 0.9588 | 0.3169 | 0.9588 | 0.9792 |
244
+ | No log | 16.0833 | 386 | 0.9447 | 0.3044 | 0.9447 | 0.9719 |
245
+ | No log | 16.1667 | 388 | 0.8964 | 0.3485 | 0.8964 | 0.9468 |
246
+ | No log | 16.25 | 390 | 0.8755 | 0.3485 | 0.8755 | 0.9357 |
247
+ | No log | 16.3333 | 392 | 0.8434 | 0.3777 | 0.8434 | 0.9184 |
248
+ | No log | 16.4167 | 394 | 0.8131 | 0.3652 | 0.8131 | 0.9017 |
249
+ | No log | 16.5 | 396 | 0.8343 | 0.3799 | 0.8343 | 0.9134 |
250
+ | No log | 16.5833 | 398 | 0.9143 | 0.4439 | 0.9143 | 0.9562 |
251
+ | No log | 16.6667 | 400 | 0.9644 | 0.3864 | 0.9644 | 0.9821 |
252
+ | No log | 16.75 | 402 | 0.9307 | 0.3474 | 0.9307 | 0.9648 |
253
+ | No log | 16.8333 | 404 | 0.8391 | 0.4044 | 0.8391 | 0.9160 |
254
+ | No log | 16.9167 | 406 | 0.7787 | 0.3777 | 0.7787 | 0.8824 |
255
+ | No log | 17.0 | 408 | 0.7661 | 0.4371 | 0.7661 | 0.8753 |
256
+ | No log | 17.0833 | 410 | 0.7977 | 0.3922 | 0.7977 | 0.8932 |
257
+ | No log | 17.1667 | 412 | 0.8517 | 0.3922 | 0.8517 | 0.9229 |
258
+ | No log | 17.25 | 414 | 0.8725 | 0.3760 | 0.8725 | 0.9341 |
259
+ | No log | 17.3333 | 416 | 0.8857 | 0.3617 | 0.8857 | 0.9411 |
260
+ | No log | 17.4167 | 418 | 0.8441 | 0.3631 | 0.8441 | 0.9187 |
261
+ | No log | 17.5 | 420 | 0.8151 | 0.3631 | 0.8151 | 0.9028 |
262
+ | No log | 17.5833 | 422 | 0.7991 | 0.4503 | 0.7991 | 0.8939 |
263
+ | No log | 17.6667 | 424 | 0.8043 | 0.4230 | 0.8043 | 0.8968 |
264
+ | No log | 17.75 | 426 | 0.8116 | 0.3819 | 0.8116 | 0.9009 |
265
+ | No log | 17.8333 | 428 | 0.8591 | 0.3757 | 0.8591 | 0.9269 |
266
+ | No log | 17.9167 | 430 | 0.9426 | 0.3063 | 0.9426 | 0.9709 |
267
+ | No log | 18.0 | 432 | 0.9972 | 0.2750 | 0.9972 | 0.9986 |
268
+ | No log | 18.0833 | 434 | 0.9905 | 0.2750 | 0.9905 | 0.9952 |
269
+ | No log | 18.1667 | 436 | 0.9113 | 0.3617 | 0.9113 | 0.9546 |
270
+ | No log | 18.25 | 438 | 0.8337 | 0.3922 | 0.8337 | 0.9131 |
271
+ | No log | 18.3333 | 440 | 0.7855 | 0.3977 | 0.7855 | 0.8863 |
272
+ | No log | 18.4167 | 442 | 0.7588 | 0.4251 | 0.7588 | 0.8711 |
273
+ | No log | 18.5 | 444 | 0.7560 | 0.4244 | 0.7560 | 0.8695 |
274
+ | No log | 18.5833 | 446 | 0.7645 | 0.4244 | 0.7645 | 0.8744 |
275
+ | No log | 18.6667 | 448 | 0.7966 | 0.3959 | 0.7966 | 0.8925 |
276
+ | No log | 18.75 | 450 | 0.8339 | 0.4044 | 0.8339 | 0.9132 |
277
+ | No log | 18.8333 | 452 | 0.8507 | 0.3757 | 0.8507 | 0.9224 |
278
+ | No log | 18.9167 | 454 | 0.8506 | 0.3757 | 0.8506 | 0.9223 |
279
+ | No log | 19.0 | 456 | 0.8367 | 0.3631 | 0.8367 | 0.9147 |
280
+ | No log | 19.0833 | 458 | 0.8255 | 0.3631 | 0.8255 | 0.9086 |
281
+ | No log | 19.1667 | 460 | 0.8398 | 0.3757 | 0.8398 | 0.9164 |
282
+ | No log | 19.25 | 462 | 0.8703 | 0.3611 | 0.8703 | 0.9329 |
283
+ | No log | 19.3333 | 464 | 0.9283 | 0.3317 | 0.9283 | 0.9635 |
284
+ | No log | 19.4167 | 466 | 0.9530 | 0.2896 | 0.9530 | 0.9762 |
285
+ | No log | 19.5 | 468 | 0.9423 | 0.3001 | 0.9423 | 0.9707 |
286
+ | No log | 19.5833 | 470 | 0.9116 | 0.3304 | 0.9116 | 0.9548 |
287
+ | No log | 19.6667 | 472 | 0.8822 | 0.3658 | 0.8822 | 0.9392 |
288
+ | No log | 19.75 | 474 | 0.8727 | 0.3658 | 0.8727 | 0.9342 |
289
+ | No log | 19.8333 | 476 | 0.8674 | 0.3940 | 0.8674 | 0.9313 |
290
+ | No log | 19.9167 | 478 | 0.9068 | 0.3902 | 0.9068 | 0.9523 |
291
+ | No log | 20.0 | 480 | 0.9105 | 0.3611 | 0.9105 | 0.9542 |
292
+ | No log | 20.0833 | 482 | 0.8693 | 0.3757 | 0.8693 | 0.9324 |
293
+ | No log | 20.1667 | 484 | 0.8307 | 0.3326 | 0.8307 | 0.9114 |
294
+ | No log | 20.25 | 486 | 0.8115 | 0.3528 | 0.8115 | 0.9008 |
295
+ | No log | 20.3333 | 488 | 0.7963 | 0.3528 | 0.7963 | 0.8923 |
296
+ | No log | 20.4167 | 490 | 0.7883 | 0.3819 | 0.7883 | 0.8879 |
297
+ | No log | 20.5 | 492 | 0.8143 | 0.3678 | 0.8143 | 0.9024 |
298
+ | No log | 20.5833 | 494 | 0.8340 | 0.3631 | 0.8340 | 0.9133 |
299
+ | No log | 20.6667 | 496 | 0.8471 | 0.3631 | 0.8471 | 0.9204 |
300
+ | No log | 20.75 | 498 | 0.8842 | 0.3454 | 0.8842 | 0.9403 |
301
+ | 0.2324 | 20.8333 | 500 | 0.9032 | 0.3304 | 0.9032 | 0.9504 |
302
+ | 0.2324 | 20.9167 | 502 | 0.8812 | 0.3454 | 0.8812 | 0.9387 |
303
+ | 0.2324 | 21.0 | 504 | 0.8755 | 0.3757 | 0.8755 | 0.9357 |
304
+ | 0.2324 | 21.0833 | 506 | 0.9098 | 0.3611 | 0.9098 | 0.9538 |
305
+ | 0.2324 | 21.1667 | 508 | 0.9785 | 0.2820 | 0.9785 | 0.9892 |
306
+ | 0.2324 | 21.25 | 510 | 0.9437 | 0.3643 | 0.9437 | 0.9714 |
307
+ | 0.2324 | 21.3333 | 512 | 0.8592 | 0.3631 | 0.8592 | 0.9270 |
308
+ | 0.2324 | 21.4167 | 514 | 0.7973 | 0.3631 | 0.7973 | 0.8929 |
309
+ | 0.2324 | 21.5 | 516 | 0.8006 | 0.3326 | 0.8006 | 0.8948 |
310
+ | 0.2324 | 21.5833 | 518 | 0.8269 | 0.3326 | 0.8269 | 0.9094 |
311
+ | 0.2324 | 21.6667 | 520 | 0.8607 | 0.3757 | 0.8607 | 0.9277 |
312
+ | 0.2324 | 21.75 | 522 | 0.8551 | 0.3757 | 0.8551 | 0.9247 |
313
+ | 0.2324 | 21.8333 | 524 | 0.8087 | 0.3631 | 0.8087 | 0.8993 |
314
+ | 0.2324 | 21.9167 | 526 | 0.7643 | 0.3817 | 0.7643 | 0.8742 |
315
+ | 0.2324 | 22.0 | 528 | 0.7562 | 0.4019 | 0.7562 | 0.8696 |
316
+ | 0.2324 | 22.0833 | 530 | 0.7509 | 0.4019 | 0.7509 | 0.8665 |
317
+ | 0.2324 | 22.1667 | 532 | 0.7271 | 0.4138 | 0.7271 | 0.8527 |
318
+ | 0.2324 | 22.25 | 534 | 0.7343 | 0.4490 | 0.7343 | 0.8569 |
319
+ | 0.2324 | 22.3333 | 536 | 0.7712 | 0.4728 | 0.7712 | 0.8782 |
320
+ | 0.2324 | 22.4167 | 538 | 0.8178 | 0.4824 | 0.8178 | 0.9043 |
321
+ | 0.2324 | 22.5 | 540 | 0.8167 | 0.4712 | 0.8167 | 0.9037 |
322
+ | 0.2324 | 22.5833 | 542 | 0.7901 | 0.3922 | 0.7901 | 0.8889 |
323
+ | 0.2324 | 22.6667 | 544 | 0.7691 | 0.4097 | 0.7691 | 0.8770 |
324
+ | 0.2324 | 22.75 | 546 | 0.7845 | 0.3797 | 0.7845 | 0.8857 |
325
+ | 0.2324 | 22.8333 | 548 | 0.8187 | 0.3631 | 0.8187 | 0.9048 |
326
+ | 0.2324 | 22.9167 | 550 | 0.8536 | 0.3631 | 0.8536 | 0.9239 |
327
+ | 0.2324 | 23.0 | 552 | 0.8963 | 0.3485 | 0.8963 | 0.9467 |
328
+ | 0.2324 | 23.0833 | 554 | 0.9048 | 0.3175 | 0.9048 | 0.9512 |
329
+ | 0.2324 | 23.1667 | 556 | 0.9064 | 0.3485 | 0.9064 | 0.9521 |
330
+ | 0.2324 | 23.25 | 558 | 0.9207 | 0.3067 | 0.9207 | 0.9595 |
331
+ | 0.2324 | 23.3333 | 560 | 0.9675 | 0.3531 | 0.9675 | 0.9836 |
332
+ | 0.2324 | 23.4167 | 562 | 0.9941 | 0.3405 | 0.9941 | 0.9970 |
333
+ | 0.2324 | 23.5 | 564 | 1.0114 | 0.3434 | 1.0114 | 1.0057 |
334
+ | 0.2324 | 23.5833 | 566 | 0.9966 | 0.3405 | 0.9966 | 0.9983 |
335
+ | 0.2324 | 23.6667 | 568 | 0.9460 | 0.3643 | 0.9460 | 0.9726 |
336
+ | 0.2324 | 23.75 | 570 | 0.9170 | 0.3044 | 0.9170 | 0.9576 |
337
+ | 0.2324 | 23.8333 | 572 | 0.9015 | 0.3611 | 0.9015 | 0.9495 |
338
+ | 0.2324 | 23.9167 | 574 | 0.8567 | 0.3631 | 0.8567 | 0.9256 |
339
+ | 0.2324 | 24.0 | 576 | 0.8183 | 0.3819 | 0.8183 | 0.9046 |
340
+ | 0.2324 | 24.0833 | 578 | 0.7938 | 0.3314 | 0.7938 | 0.8910 |
341
+ | 0.2324 | 24.1667 | 580 | 0.7976 | 0.4227 | 0.7976 | 0.8931 |
342
+ | 0.2324 | 24.25 | 582 | 0.8274 | 0.4227 | 0.8274 | 0.9096 |
343
+ | 0.2324 | 24.3333 | 584 | 0.8865 | 0.4318 | 0.8865 | 0.9415 |
344
+ | 0.2324 | 24.4167 | 586 | 0.9173 | 0.4318 | 0.9173 | 0.9578 |
345
+ | 0.2324 | 24.5 | 588 | 0.8991 | 0.4318 | 0.8991 | 0.9482 |
346
+ | 0.2324 | 24.5833 | 590 | 0.8742 | 0.3678 | 0.8742 | 0.9350 |
347
+ | 0.2324 | 24.6667 | 592 | 0.8723 | 0.3382 | 0.8723 | 0.9340 |
348
+ | 0.2324 | 24.75 | 594 | 0.8843 | 0.3506 | 0.8843 | 0.9404 |
349
+ | 0.2324 | 24.8333 | 596 | 0.8953 | 0.3757 | 0.8953 | 0.9462 |
350
+ | 0.2324 | 24.9167 | 598 | 0.8908 | 0.3757 | 0.8908 | 0.9438 |
351
+ | 0.2324 | 25.0 | 600 | 0.8850 | 0.4044 | 0.8850 | 0.9407 |
352
+ | 0.2324 | 25.0833 | 602 | 0.8775 | 0.3757 | 0.8775 | 0.9368 |
353
+ | 0.2324 | 25.1667 | 604 | 0.8658 | 0.3454 | 0.8658 | 0.9305 |
354
+ | 0.2324 | 25.25 | 606 | 0.9051 | 0.3454 | 0.9051 | 0.9514 |
355
+ | 0.2324 | 25.3333 | 608 | 0.9080 | 0.3454 | 0.9080 | 0.9529 |
356
+ | 0.2324 | 25.4167 | 610 | 0.9012 | 0.3454 | 0.9012 | 0.9493 |
357
+ | 0.2324 | 25.5 | 612 | 0.9051 | 0.3757 | 0.9051 | 0.9514 |
358
+ | 0.2324 | 25.5833 | 614 | 0.9334 | 0.3757 | 0.9334 | 0.9661 |
359
+ | 0.2324 | 25.6667 | 616 | 0.9178 | 0.4044 | 0.9178 | 0.9580 |
360
+ | 0.2324 | 25.75 | 618 | 0.8752 | 0.3757 | 0.8752 | 0.9355 |
361
+ | 0.2324 | 25.8333 | 620 | 0.8453 | 0.4067 | 0.8453 | 0.9194 |
362
+ | 0.2324 | 25.9167 | 622 | 0.8306 | 0.3646 | 0.8306 | 0.9114 |
363
+ | 0.2324 | 26.0 | 624 | 0.8232 | 0.3942 | 0.8232 | 0.9073 |
364
+ | 0.2324 | 26.0833 | 626 | 0.8598 | 0.4198 | 0.8598 | 0.9272 |
365
+ | 0.2324 | 26.1667 | 628 | 1.0133 | 0.3695 | 1.0133 | 1.0066 |
366
+ | 0.2324 | 26.25 | 630 | 1.1185 | 0.3434 | 1.1185 | 1.0576 |
367
+ | 0.2324 | 26.3333 | 632 | 1.1053 | 0.3042 | 1.1053 | 1.0513 |
368
+ | 0.2324 | 26.4167 | 634 | 1.0077 | 0.2896 | 1.0077 | 1.0038 |
369
+ | 0.2324 | 26.5 | 636 | 0.8965 | 0.3631 | 0.8965 | 0.9469 |
370
+ | 0.2324 | 26.5833 | 638 | 0.8311 | 0.4211 | 0.8311 | 0.9116 |
371
+ | 0.2324 | 26.6667 | 640 | 0.8075 | 0.4381 | 0.8075 | 0.8986 |
372
+ | 0.2324 | 26.75 | 642 | 0.7987 | 0.4241 | 0.7987 | 0.8937 |
373
+ | 0.2324 | 26.8333 | 644 | 0.8255 | 0.4204 | 0.8255 | 0.9086 |
374
+ | 0.2324 | 26.9167 | 646 | 0.9309 | 0.4824 | 0.9309 | 0.9648 |
375
+ | 0.2324 | 27.0 | 648 | 1.0652 | 0.4310 | 1.0652 | 1.0321 |
376
+ | 0.2324 | 27.0833 | 650 | 1.1355 | 0.3578 | 1.1355 | 1.0656 |
377
+ | 0.2324 | 27.1667 | 652 | 1.1214 | 0.3578 | 1.1214 | 1.0590 |
378
+ | 0.2324 | 27.25 | 654 | 1.0246 | 0.4081 | 1.0246 | 1.0122 |
379
+ | 0.2324 | 27.3333 | 656 | 0.8978 | 0.3802 | 0.8978 | 0.9475 |
380
+ | 0.2324 | 27.4167 | 658 | 0.7769 | 0.4241 | 0.7769 | 0.8814 |
381
+ | 0.2324 | 27.5 | 660 | 0.7549 | 0.4398 | 0.7549 | 0.8688 |
382
+ | 0.2324 | 27.5833 | 662 | 0.7584 | 0.4935 | 0.7584 | 0.8708 |
383
+ | 0.2324 | 27.6667 | 664 | 0.7548 | 0.4520 | 0.7548 | 0.8688 |
384
+ | 0.2324 | 27.75 | 666 | 0.7890 | 0.4067 | 0.7890 | 0.8883 |
385
+ | 0.2324 | 27.8333 | 668 | 0.8858 | 0.3631 | 0.8858 | 0.9412 |
386
+ | 0.2324 | 27.9167 | 670 | 1.0069 | 0.2325 | 1.0069 | 1.0034 |
387
+ | 0.2324 | 28.0 | 672 | 1.1267 | 0.25 | 1.1267 | 1.0615 |
388
+ | 0.2324 | 28.0833 | 674 | 1.2323 | 0.2206 | 1.2323 | 1.1101 |
389
+ | 0.2324 | 28.1667 | 676 | 1.2485 | 0.1512 | 1.2485 | 1.1174 |
390
+ | 0.2324 | 28.25 | 678 | 1.1851 | 0.0987 | 1.1851 | 1.0886 |
391
 
392
 
393
  ### Framework versions
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