readme: ---
  language: de
  license: apache-2.0
  tags:
  - bert
  - swiss
  ---
  
  # Model Card for Bert-base-german-cased-finetuned-swiss
  
  Bert-base-german-cased model fine-tuned on a corpus of German-Swiss.
  
  
  # Model Details
  
  ## Model Description
  
  Bert-base-german-cased model fine-tuned on a corpus of German-Swiss.
  
  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.
  It outperformed its parent model ([bert-base-german-cased](https://huggingface.co/bert-base-german-cased)) by approx. 5% accuracy.
  
  - **Developed by:** Fabian Müller
  - **Model type:** Language model
  - **Language(s) (NLP):** de
  - **License:** apache-2.0
  - **Parent Model:** [bert-base-german-cased](https://huggingface.co/bert-base-german-cased)