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README.md
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@@ -33,15 +33,18 @@ This model is a fine-tuned version of [microsoft/dit-base](https://huggingface.c
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It achieves the following results on the evaluation set:
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- Loss: 0.0436
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- Accuracy: 0.9865
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## Model description
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Weighted
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:-----------:|:--------:|:--------:|:---------------:|:------------:|:------------:|:------------------:|:---------------:|:---------------:|
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| 0.8316 | 0.99 | 62 | 0.7519 | 0.743 | 0.7020 | 0.743 | 0.7015 | 0.743 | 0.743 | 0.7430 | 0.6827 | 0.743 | 0.6819 |
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| 0.3561 | 2.0 | 125 | 0.2302 | 0.9395 | 0.9401 | 0.9395 | 0.9400 | 0.9395 | 0.9395 | 0.9394 | 0.9482 | 0.9395 | 0.9480 |
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It achieves the following results on the evaluation set:
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- Loss: 0.0436
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- Accuracy: 0.9865
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- F1
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- Weighted: 0.9865
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- Micro: 0.9865
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- Macro: 0.9863
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- Recall
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- Weighted: 0.9865
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- Micro: 0.9865
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- Macro: 0.9861
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- Precision
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- Weighted: 0.9869
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- Micro: 0.9865
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- Macro: 0.9870
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## Model description
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Weighted F1 | Micro F1 | Macro F1 | Weighted Recall | Micro Recall | Macro Recall | Weighted Precision | Micro Precision | Macro Precision |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:-----------:|:--------:|:--------:|:---------------:|:------------:|:------------:|:------------------:|:---------------:|:---------------:|
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| 0.8316 | 0.99 | 62 | 0.7519 | 0.743 | 0.7020 | 0.743 | 0.7015 | 0.743 | 0.743 | 0.7430 | 0.6827 | 0.743 | 0.6819 |
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| 0.3561 | 2.0 | 125 | 0.2302 | 0.9395 | 0.9401 | 0.9395 | 0.9400 | 0.9395 | 0.9395 | 0.9394 | 0.9482 | 0.9395 | 0.9480 |
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