|
--- |
|
tags: |
|
- deberta |
|
- adapter-transformers |
|
datasets: |
|
- mediabiasgroup/mbib-base |
|
--- |
|
|
|
# Adapter `SOUMYADEEPSAR/racial_bias_deberta-mnli` for microsoft/deberta-base-mnli |
|
|
|
An [adapter](https://adapterhub.ml) for the `microsoft/deberta-base-mnli` model that was trained on the [mediabiasgroup/mbib-base](https://huggingface.co/datasets/mediabiasgroup/mbib-base/) dataset and includes a prediction head for classification. |
|
|
|
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("microsoft/deberta-base-mnli") |
|
adapter_name = model.load_adapter("SOUMYADEEPSAR/racial_bias_deberta-mnli", set_active=True) |
|
``` |
|
|
|
## Architecture & Training |
|
|
|
<!-- Add some description here --> |
|
|
|
## Evaluation results |
|
|
|
<!-- Add some description here --> |
|
|
|
## Citation |
|
|
|
<!-- Add some description here --> |
