Downloads · 30 days
1
6% of all-time downloads
flant5-large-2ex-paraphrasing-3epochs
nbogdan/flant5-large-2ex-paraphrasing-3epochs
flant5-large-2ex-paraphrasing-3epochs is a machine learning model from nbogdan. 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 self-explanations dataset.
All-time downloads
17
Public
Repo size
153 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin153 MB · 100%
At a glance
- Library
- adapter-transformers
- Access
- Public
- Created
- Sep 5, 2023
- Updated
- Sep 5, 2023
- SHA
- 2c2f29e4
Datasets
Model card
From the Hugging Face model README
Adapter nbogdan/flant5-large-2ex-paraphrasing-3epochs for google/flan-t5-large
An adapter for the google/flan-t5-large model that was trained on the self-explanations 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("nbogdan/flant5-large-2ex-paraphrasing-3epochs", 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
- Sep 5, 2023
- Updated
- Sep 5, 2023