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    Why Local LLM JSON Output Breaks and How to Fix It

    Local LLMs often struggle with structured JSON output compared to managed APIs. This guide explores the three main failure patterns and provides code-based solutions using GBNF grammar, JSON Schema, and two-stage generation.
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