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adapter-flan-t5-large-bottleneck-adapter-covidqa
legacy107/adapter-flan-t5-large-bottleneck-adapter-covidqa
adapter-flan-t5-large-bottleneck-adapter-covidqa is a machine learning model from legacy107. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for adapter-transformers.
An adapter for the google/flan-t5-large model that was trained on the minh21/COVID-QA-sentence-Question-Answering-Transformer-data dataset.
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At a glance
- Library
- adapter-transformers
- Model type
- t5
- Access
- Public
- Created
- Sep 26, 2023
- Updated
- Oct 9, 2023
- SHA
- fa32be45
Model card
From the Hugging Face model README
Adapter legacy107/adapter-flan-t5-large-bottleneck-adapter-covidqa for google/flan-t5-large
An adapter for the google/flan-t5-large model that was trained on the minh21/COVID-QA-sentence-Question-Answering-Transformer-data 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-covidqa", source="hf", set_active=True)
Architecture & Training
<!-- Add some description here -->Evaluation results
<!-- Add some description here -->Citation
<!-- Add some description here -->- Library
- adapter-transformers
- Type
- t5
- Created
- Sep 26, 2023
- Updated
- Oct 9, 2023