# Hugging Face — How Hugging Face Accelerated Development of Witty Works Writing Assistant

- Company: Hugging Face (huggingface.co)
- Announced: 2023-03-01
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://huggingface.co/blog/classification-use-cases
- Record: https://forck.live/items/2091-how-hugging-face-accelerated-development-of-witty-works-writing-assistant
- Subject: Platform
- Models affected: mpnet-base-v2

Hugging Face Expert Acceleration Program helped Witty Works improve their inclusive language writing assistant by recommending Sentence Transformers and SetFit for few-shot learning, reducing the need for large annotated datasets.

## Evidence

Verbatim from https://huggingface.co/blog/classification-use-cases:

> The Hugging Face Expert suggested using the Sentence Transformers Fine-tuning library (aka SetFit), an efficient framework for few-shot fine-tuning of Sentence Transformers models.

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