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Outlines 〰️

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Outlines 〰️

outlines-dev/outlines

Home
Getting Started
Getting Started
Cookbook
Cookbook
- Classification
- Named Entity Extraction
- Generate synthetic data
- Summarize a document
- Playing chess
- Perspective-taking prompting
- Question-answering with citations
- Knowledge Graph Extraction
- Chain of Thought (CoT)
- ReAct Agent
- Run on the cloud
  Run on the cloud
  - BentoML
  - Cerebrium
  - Modal
Docs
Docs
- Generation
  Generation
  - Overview
  - Text
  - Samplers
  - Structured generation
    Structured generation
    
    How does it work?
    
    Classification
    
    Regex
    
    Type constraints
    
    JSON (function calling)
    
    Grammar
    
    Creating Grammars
    
    Custom FSM operations
- Utilities
  Utilities
- Models
  Models
  - Overview
  - Open source
    Open source
    
    Transformers
    
    Transformers Vision
    
    Llama.cpp
    
    vLLM
    
    TGI
    
    ExllamaV2
    
    MLX
    
    Transformers
  - API
    API
    
    OpenAI
API Reference
API Reference
- Models
- Prompts
- Json schema
- Guide
- Parsing
- Regex
- Samplers
Community
Community
Blog

Generate text with LLMs

Robust prompting & (structured) text generation

Get started Join the Community

pip install outlines

2024-09-06 2024-09-06 GitHub

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