[P] Efficient Few-shot Learning with Sentence Transformers

Hi there, it's Lewis here from the open-source team at Hugging Face 🤗

I'm excited to share new research on **few-shot learning with language models** that we've been working on with Intel 🧑‍🔬. We've also open-source a library that let's you train our models with a few lines of code 👉: [https://github.com/huggingface/setfit](https://github.com/huggingface/setfit)

tl;dr we found a way to apply pretrained Sentence Transformers in regimes where one has little labeled data. The method is illustrated below, and involves a two-stage training …

few-shot learning machinelearning transformers