| language: de | |
| license: apache-2.0 | |
| tags: | |
| - bert | |
| - swiss | |
| datasets: statworx/swiss-dialects | |
| # 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) |