Adapter SOUMYADEEPSAR/text_level_bias for microsoft/deberta-base-mnli

An adapter for the microsoft/deberta-base-mnli model that was trained on the mediabiasgroup/mbib-base dataset and includes a prediction head for classification.

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("microsoft/deberta-base-mnli")
adapter_name = model.load_adapter("SOUMYADEEPSAR/text_level_bias", set_active=True)

Architecture & Training

Evaluation results

Citation