| tags: | |
| - adapterhub:id/wiki | |
| - bert | |
| - adapter-transformers | |
| - fill-mask | |
| language: | |
| - id | |
| license: "apache-2.0" | |
| # Adapter `bert-base-multilingual-cased_wiki_id_pfeiffer` for bert-base-multilingual-cased | |
| An adapter for the `bert-base-multilingual-cased` model, trained on the [id/wiki](https://adapterhub.ml/explore/id/wiki/) dataset and includes a prediction head for masked lm. | |
| **This adapter was created for usage with the [Adapters](https://github.com/Adapter-Hub/adapters) library.** | |
| ## Usage | |
| First, install `adapters`: | |
| ``` | |
| pip install -U adapters | |
| ``` | |
| Now, the adapter can be loaded and activated like this: | |
| ```python | |
| from adapters import AutoAdapterModel | |
| model = AutoAdapterModel.from_pretrained("bert-base-multilingual-cased") | |
| adapter_name = model.load_adapter("AdapterHub/bert-base-multilingual-cased_wiki_id_pfeiffer") | |
| model.set_active_adapters(adapter_name) | |
| ``` | |
| ## Architecture & Training | |
| - Adapter architecture: pfeiffer | |
| - Prediction head: masked lm | |
| - Dataset: [id/wiki](https://adapterhub.ml/explore/id/wiki/) | |
| ## Author Information | |
| - Author name(s): Jonas Pfeiffer | |
| - Author email: [email protected] | |
| - Author links: [Website](https://pfeiffer.ai), [GitHub](https://github.com/JoPfeiff), [Twitter](https://twitter.com/@PfeiffJo) | |
| ## Citation | |
| ```bibtex | |
| ``` | |
| *This adapter has been auto-imported from https://github.com/Adapter-Hub/Hub/blob/master/adapters/ukp/bert-base-multilingual-cased_wiki_id_pfeiffer.yaml*. |