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flant5-base-2ex-paraphrasing-1epochs
nbogdan/flant5-base-2ex-paraphrasing-1epochs
flant5-base-2ex-paraphrasing-1epochs 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-base model that was trained on the self-explanations dataset.
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At a glance
- Library
- adapter-transformers
- Access
- Public
- Created
- Sep 4, 2023
- Updated
- Sep 4, 2023
- SHA
- a233b78e
Datasets
Model card
From the Hugging Face model README
Adapter nbogdan/flant5-base-2ex-paraphrasing-1epochs for google/flan-t5-base
An adapter for the google/flan-t5-base 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-base")
adapter_name = model.load_adapter("nbogdan/flant5-base-2ex-paraphrasing-1epochs", 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 4, 2023
- Updated
- Sep 4, 2023