Downloads · 30 days
4
22% of all-time downloads
bert-base-multilingual-cased_pt_wiki_pfeiffer
AdapterHub/bert-base-multilingual-cased_pt_wiki_pfeiffer
bert-base-multilingual-cased_pt_wiki_pfeiffer is a fill-mask model from AdapterHub. Use it when you need the model to fill a missing word. It is set up for adapter-transformers. The card lists the license as apache-2.0.
An adapter for the bert-base-multilingual-cased model, trained on the pt/wiki dataset and includes a prediction head for masked lm.
All-time downloads
18
Public
Repo size
400 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin400 MB · 100%
At a glance
- Task
- Fill-Mask
- Library
- adapter-transformers
- License
- apache-2.0
- Access
- Public
- Created
- May 5, 2024
- Updated
- May 5, 2024
- SHA
- 5547e96c
Model card
From the Hugging Face model README
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 dataset and includes a prediction head for masked lm.
This adapter was created for usage with the Adapters library.
Usage
First, install adapters:
pip install -U adapters
Now, the adapter can be loaded and activated like this:
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
Author Information
- Author name(s): Jonas Pfeiffer
- Author email: [email protected]
- Author links: Website, GitHub, Twitter
Citation
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.
- Task
- Fill-Mask
- Library
- adapter-transformers
- License
- apache-2.0
- Languages
- pt
- Created
- May 5, 2024
- Updated
- May 5, 2024