Fast & Furious: From Zero to Open Source Community in 9 Weeks
summary
A proof of concept gets a quantized Llama-style model running on a Mac, then IBM and Red Hat build a full pipeline: CLI, backend CI/CD, taxonomy-based data format in YAML, and automated data generation and tuning; the repo goes public after private repo limits force a soft launch. Outcome after 100 days: 105 contributors, 23 releases, 970 commits and 740 closed PRs. The project spins up InstructLab, scales in 9 weeks, and survives a 3,000-person crowdsourcing surge.
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chapters (10)
- 0:00Welcome
- 1:05Open source community creation
- 6:48Proof of concept to collaboration
- 11:23Community infrastructure in a week
- 16:22Rapid growth and onboarding
- 22:11Crowdsourcing challenges
- 27:38Private to public repos
- 31:50Technical and organizational hurdles
- 37:34Key takeaways
- 40:46How to get involved
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