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setfit_staqt
koutch/setfit_staqt
setfit_staqt is a text classification model from koutch. Use it when you need a label for a piece of text. It is set up for sentence-transformers. The card lists the license as apache-2.0.
This is a SetFit model that can be used for text classification. The model has been trained using an efficient few-shot learning technique that involves:
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At a glance
- Task
- Text Classification
- Library
- sentence-transformers
- License
- apache-2.0
- Model type
- deberta-v2
- Access
- Public
- Created
- Mar 31, 2023
- Updated
- Mar 31, 2023
- SHA
- 11991526
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Model card
From the Hugging Face model README
SetFit StaQT
This is a SetFit model that can be used for text classification. The model has been trained using an efficient few-shot learning technique that involves:
- Fine-tuning a Sentence Transformer with contrastive learning.
- Training a classification head with features from the fine-tuned Sentence Transformer.
Usage
To use this model for inference, first install the SetFit library:
python -m pip install setfit
You can then run inference as follows:
from setfit import SetFitModel
# Download from Hub and run inference
model = SetFitModel.from_pretrained("koutch/setfit_staqt")
# Run inference
- Task
- Text Classification
- Library
- sentence-transformers
- Type
- deberta-v2
- License
- apache-2.0
- Created
- Mar 31, 2023
- Updated
- Mar 31, 2023