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phospho-app/phospho-small-4e0ec73

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face

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phospho-small

This is a SetFit model that can be used for Text Classification on CPU.

The model has been trained using an efficient few-shot learning technique.

Usage

python

 from setfit import SetFitModel

model = SetFitModel.from_pretrained("phospho-small-4e0ec73")

outputs = model.predict(["This is a sentence to classify", "Another sentence"])
# tensor([1, 0])

References

This work was possible thanks to the SetFit library and the work of:

Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren (2022). Efficient Few-Shot Learning Without Prompts.

ArXiv: https://doi.org/10.48550/arxiv.2209.11055