Towards high-quality (maybe synthetic) datasets
· 57 min · Episode 290
Episode Towards high-quality (maybe synthetic) datasets
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.
Sponsors:
• Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes. • WorkOS – A platform that gives developers a set of building blocks for quickly adding enterprise-ready features to their application. Add Single Sign-On (Okta, Azure, Google, Microsoft OAuth), sync users from any SCIM directory, HRIS integration, audit trails (SIEM), free magic link sign-in. WorkOS is designed for developers and offers a single, elegant interface that abstracts dozens of enterprise integrations. Learn more and get started at WorkOS.com • Eight Sleep – Take your sleep and recovery to the next level. Go to eightsleep.com/PRACTICALAI and use the code PRACTICALAI to get $350 off your very own Pod 4 Ultra. You can try it for free for 30 days - but we’re confident you will not want to return it. Once you experience AI-optimized sleep, you’ll wonder how you ever slept without it. Currently shipping to: United States, Canada, United Kingdom, Europe, and Australia.
Featuring:
• Ben Burtenshaw – GitHub, LinkedIn, X • David Berenstein – GitHub, LinkedIn, X • Chris Benson – Website, GitHub, LinkedIn, X • Daniel Whitenack – Website, GitHub, X
Show Notes:
• Argilla • Distilabel • Synthetic Data Generator UI • Hugging Face and Argilla meetups
Upcoming Events:
• Register for upcoming webinars here!
Links in the notes 20
- https://fly.io/
- https://fly.io/speedrun/
- https://workos.com
- https://workos.com/
- https://www.eightsleep.com/practicalai
- https://www.eightsleep.com/practicalai/
- https://github.com/burtenshaw
- https://www.linkedin.com/in/ben-burtenshaw
- https://x.com/ben_burtenshaw
- https://github.com/davidberenstein1957
- https://www.linkedin.com/in/davidberenstein
- https://x.com/davidberenstei
- https://chrisbenson.com
- https://github.com/chrisbenson
- https://www.linkedin.com/in/chrisbenson
- https://x.com/chrisbenson
- https://www.datadan.io/
- https://github.com/dwhitena
- https://x.com/dwhitena
- https://docs.argilla.io/latest/
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