Adapter jdorairaj/Bert-adapter-qnli for bert-base-uncased

An adapter for the bert-base-uncased model that was trained on the qnli 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("bert-base-uncased")
adapter_name = model.load_adapter("jdorairaj/Bert-adapter-qnli", source="hf", set_active=True)

Architecture & Training

Evaluation results

Citation