Adapter legacy107/adapter-flan-t5-large-bottleneck-adapter-covidqa2-100 for google/flan-t5-large

An adapter for the google/flan-t5-large model that was trained on the minh21/COVID-QA-Chunk-64-question-answering-biencoder-data-90_10 dataset.

This adapter was created for usage with the 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

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

from transformers import AutoAdapterModel

model = AutoAdapterModel.from_pretrained("google/flan-t5-large")
adapter_name = model.load_adapter("legacy107/adapter-flan-t5-large-bottleneck-adapter-covidqa2-100", source="hf", set_active=True)

Architecture & Training

Evaluation results

Citation