Output format instructions tell the model exactly how to structure its reply, from simple directives like 'respond in JSON' to detailed schemas with field names and types. Reliable format adherence is critical for programmatic consumption of model outputs and is improved by structured output modes, few-shot examples, and instruction-tuned models.