adapter-transformers bert adapterhub:reginaboateng/cleaned_pubmedqa dataset:pubmedqa region:us
---
datasets:
- pubmedqa
tags:
- adapter-transformers
- bert
- adapterhub:reginaboateng/cleaned_pubmedqa
---

# Adapter `reginaboateng/updated_pubmedqa-adapter` for allenai/scibert_scivocab_uncased

An [adapter](https://adapterhub.ml) for the `allenai/scibert_scivocab_uncased` model that was trained on the [reginaboateng/cleaned_pubmedqa](https://adapterhub.ml/explore/reginaboateng/cleaned_pubmedqa/) dataset and includes a prediction head for classification.

This adapter was created for usage with the **[adapter-transformers](https://github.com/Adapter-Hub/adapter-transformers)** library.

## Usage

First, install `adapter-transformers`:

```
pip install -U adapter-transformers
```
_Note: adapter-transformers is a fork of transformers that acts as a drop-in replacement with adapter support. [More](https://docs.adapterhub.ml/installation.html)_

Now, the adapter can be loaded and activated like this:

```python
from transformers import AutoAdapterModel

model = AutoAdapterModel.from_pretrained("allenai/scibert_scivocab_uncased")
adapter_name = model.load_adapter("reginaboateng/updated_pubmedqa-adapter", source="hf", set_active=True)
```

## Architecture & Training

<!-- Add some description here -->

## Evaluation results

<!-- Add some description here -->

## Citation

<!-- Add some description here -->