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language: de |
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license: apache-2.0 |
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tags: |
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- bert |
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- swiss |
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--- |
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# Model Card for Bert-base-german-cased-finetuned-swiss |
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Bert-base-german-cased model fine-tuned on a corpus of German-Swiss. |
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# Model Details |
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## Model Description |
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Bert-base-german-cased model fine-tuned on a corpus of German-Swiss. |
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Fine-tuning was done on the Swiss German data of the [Leipzig Corpora Collection](https://wortschatz.uni-leipzig.de/en/download/) and [SwissCrawl](https://icosys.ch/swisscrawl). For testing purposes, the model was evaluated on the [Swiss Dialect Classification dataset](https://huggingface.co/datasets/statworx/swiss-dialects) as down-stream task. |
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It outperformed its parent model ([bert-base-german-cased](https://huggingface.co/bert-base-german-cased)) by approx. 5% accuracy. |
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- **Developed by:** Fabian Müller |
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- **Model type:** Language model |
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- **Language(s) (NLP):** de |
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- **License:** apache-2.0 |
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- **Parent Model:** [bert-base-german-cased](https://huggingface.co/bert-base-german-cased) |
