Phase 05: NLP — Foundations to Advanced
AI From Scratch/Lesson 20/~60 minutes

Structured Outputs & Constrained Decoding

Ask an LLM for JSON. Get JSON most of the time. In production, "most" is the problem. Constrained decoding turns "most" into "always" by editing the logits before sampling.

BuildPython
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