Sprint Lesson

Fine-Tuning vs RAG: When to Use What

Two tools. Different jobs. Most teams get this wrong.

About this sprint lesson

A 30-minute clinic on the most-asked AI architecture question. Live worked examples, real production stories from Hugging Face, and a decision tree you can use the next morning. Bring your use case for live Q&A.

About James

James Okafor

James Okafor

ML Engineer, Hugging Face

Vetted by Maram

James is an ML engineer at Hugging Face where he maintains fine-tuning tooling and writes documentation used by hundreds of thousands of developers. He has fine-tuned over 40 production models across healthcare, legal, and e-commerce domains.

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