The Zero100 Podcast

The Data Diaries: What We Learned Building Our Own LLM


Listen Later

ChatGPT, Gemini, Copilot – LLMs are everywhere. But how do you integrate them into your operations? After a year spent developing our own LLM, the Zero100 team shares hard-won lessons and a primer on getting LLM design right. Featuring: VP Data & Analytics Cody Stack, Senior Manager, Data Science Julia Dahlgren, and Data Scientist Prajwal Bn.

  • Why we built our own LLM (1:37)
  • Key considerations for your build vs buy decision (2:55)
  • How we leveraged open-source components (5:39)
  • The promise – and challenge – of knowledge graphs (7:42)
  • Encouraging adoption and winning buy-in from leadership (9:38)
  • Why prompt engineering and quality training data are underrated (12:44)
  • The business case for building a small language model (14:46)

...more
View all episodesView all episodes
Download on the App Store

The Zero100 PodcastBy Zero100

  • 4.8
  • 4.8
  • 4.8
  • 4.8
  • 4.8

4.8

13 ratings


More shows like The Zero100 Podcast

View all
The McKinsey Podcast by McKinsey & Company

The McKinsey Podcast

381 Listeners

The Vergecast by The Verge

The Vergecast

3,672 Listeners

a16z Podcast by Andreessen Horowitz

a16z Podcast

1,034 Listeners

Decoder with Nilay Patel by The Verge

Decoder with Nilay Patel

3,144 Listeners

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

298 Listeners

NVIDIA AI Podcast by NVIDIA

NVIDIA AI Podcast

331 Listeners

Squiggly Careers by The Squiggly Career

Squiggly Careers

63 Listeners

Masters of Scale by WaitWhat

Masters of Scale

3,995 Listeners

Inside the Strategy Room by McKinsey & Company

Inside the Strategy Room

171 Listeners

FT News Briefing by Financial Times

FT News Briefing

686 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

417 Listeners

Me, Myself, and AI by MIT Sloan Management Review and Boston Consulting Group (BCG)

Me, Myself, and AI

106 Listeners

ACQ2 by Acquired by Ben Gilbert and David Rosenthal

ACQ2 by Acquired

212 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

201 Listeners

Prof G Markets by Vox Media Podcast Network

Prof G Markets

1,127 Listeners