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README.md
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the clinc_oos dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Accuracy: 0.9174
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 4.2879 | 1.0 | 318 | 3.
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| 2.
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| 1.
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| 0.9992 | 4.0 | 1272 | 0.
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### Framework versions
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- Transformers 4.31.0
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- Pytorch 2.0.1+cu117
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- Datasets 2.
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- Tokenizers 0.13.3
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the clinc_oos dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7665
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- Accuracy: 0.9174
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 4.2879 | 1.0 | 318 | 3.2752 | 0.7239 |
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| 2.6117 | 2.0 | 636 | 1.8616 | 0.8365 |
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| 1.5335 | 3.0 | 954 | 1.1454 | 0.8987 |
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| 0.9992 | 4.0 | 1272 | 0.8479 | 0.9126 |
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| 0.7853 | 5.0 | 1590 | 0.7665 | 0.9174 |
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### Framework versions
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- Transformers 4.31.0
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- Pytorch 2.0.1+cu117
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- Datasets 2.10.1
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- Tokenizers 0.13.3
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