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Hugging Face Supports Community-Driven Dataset Building

·2024.03.04 09:00

Key point

Hugging Face and Argilla have unveiled a program that supports building high-quality datasets through community collaboration.

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Details

Hugging Face and Argilla announced the 'Data is Better Together' initiative, which helps the community collaborate to build high-quality datasets. Through a recent experiment, they successfully released the 10k_prompts_ranked dataset, which contains quality rankings for 10,000 prompts.

For efficient annotation, a core challenge in dataset building, they provide a workflow combining Argilla and Hugging Face Spaces. In particular, they support authentication via Hugging Face accounts, improving the experience so that users can participate in data annotation work within seconds without complex setup.

Hugging Face and Argilla are recruiting the first cohort of communities that want to build datasets, and selected projects will receive the following benefits:

  • Support for creating an Argilla Space, along with free persistent storage and improved CPU from Hugging Face
  • Support for promotion and outreach of projects through the Argilla and Hugging Face platforms
  • Opportunity to participate in a dedicated community channel

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