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OChemSegm-flan-T5-large
doncamilom/OChemSegm-flan-T5-large
OChemSegm-flan-T5-large is a machine learning model from doncamilom. 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 USPTO-segment dataset.
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At a glance
- Library
- adapter-transformers
- Access
- Public
- Created
- Sep 1, 2023
- Updated
- Sep 4, 2023
- SHA
- b94f375f
Datasets
Model card
From the Hugging Face model README
Adapter doncamilom/OChemSegm-flan-T5-large for google/flan-t5-large
An adapter for the google/flan-t5-large model that was trained on the USPTO-segment 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 AutoModelForSeq2SeqLM, AutoTokenizer
adapter = 'doncamilom/OChemSegm-flan-T5-large'
model = AutoModelForSeq2SeqLM.from_pretrained(
'google/flan-t5-large',
)
# Load adapter
adapter_name = self.model.load_adapter(adapter, source='hf', set_active=True)
# Load tokenizer
tokenizer = AutoTokenizer.from_pretrained(adapter)
Architecture & Training
<!-- Add some description here -->Evaluation results
<!-- Add some description here -->Citation
<!-- Add some description here -->- Library
- adapter-transformers
- Created
- Sep 1, 2023
- Updated
- Sep 4, 2023