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outlines

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Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers, vLLM), and maximize inference speed with Outlines - dottxt.ai's structured generation library

When to use

• **Guarantee valid JSON/XML/code** structure during generation
• **Use Pydantic models** for type-safe outputs
• **Support local models** (Transformers, llama.cpp, vLLM)
• **Maximize inference speed** with zero-overhead structured generation
• **Generate against JSON schemas** automatically
• **Control token sampling** at the grammar level

Skill page

Source