Towards high-quality (maybe synthetic) datasets

Practical AI: Machine Learning, Data Science, LLM

As Argilla puts it: “Data quality is what makes or breaks AI.” However, what exactly does this mean and how can AI team probably collaborate with domain experts towards improved data quality? David Berenstein & Ben Burtenshaw, who are building Argilla & Distilabel at Hugging Face, join us to dig into these topics along with synthetic data generation & AI-generated labeling / feedback.

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Featuring:

  • Ben Burtenshaw – Twitter, GitHub, LinkedIn
  • David Berenstein – Twitter, GitHub, LinkedIn
  • Chris Benson – Twitter, GitHub, LinkedIn, Website
  • Daniel Whitenack – Twitter, GitHub, Website

Show Notes:

  • Argilla
  • Distilabel
  • Synthetic Data Generator UI
  • Hugging Face and Argilla meetups

Something missing or broken? PRs welcome!

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