outlines
Outlines: Structured Text Generation
When to Use This Skill
Use Outlines when you need to:
- 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
GitHub Stars: 8,000+ | From: dottxt.ai (formerly .txt)
Installation
# Base installation
pip install outlines
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