tags: | |
- adapter-transformers | |
- fill-mask | |
- bert | |
- adapterhub:pt/wiki | |
language: | |
- pt | |
license: "apache-2.0" | |
# Adapter `bert-base-multilingual-cased_pt_wiki_pfeiffer` for bert-base-multilingual-cased | |
An adapter for the `bert-base-multilingual-cased` model, trained on the [pt/wiki](https://adapterhub.ml/explore/pt/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_pt_wiki_pfeiffer") | |
model.set_active_adapters(adapter_name) | |
``` | |
## Architecture & Training | |
- Adapter architecture: pfeiffer | |
- Prediction head: masked lm | |
- Dataset: [pt/wiki](https://adapterhub.ml/explore/pt/wiki/) | |
## Author Information | |
- Author name(s): Jonas Pfeiffer | |
- Author email: joans@pfeiffer.ai | |
- 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_pt_wiki_pfeiffer.yaml*. |