Downloads · 30 days
7
41% of all-time downloads
pubmedqa_adapter
reginaboateng/pubmedqa_adapter
pubmedqa_adapter is a machine learning model from reginaboateng. 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 allenai/scibertscivocabuncased model that was trained on the biomedical/pubmedqa dataset and includes a prediction head for classification.
All-time downloads
17
Public
Repo size
9.6 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin9.6 MB · 100%
At a glance
- Library
- adapter-transformers
- Access
- Public
- Created
- Apr 7, 2023
- Updated
- Apr 7, 2023
- SHA
- 3e821c4a
Datasets
Model card
From the Hugging Face model README
Adapter reginaboateng/pubmedqa_adapter for allenai/scibert_scivocab_uncased
An adapter for the allenai/scibert_scivocab_uncased model that was trained on the biomedical/pubmedqa dataset and includes a prediction head for classification.
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("allenai/scibert_scivocab_uncased")
adapter_name = model.load_adapter("reginaboateng/pubmedqa_adapter", 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
- Created
- Apr 7, 2023
- Updated
- Apr 7, 2023