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README

SGLang Cookbook

License PRs Welcome

๐ŸŽฏ What You'll Find Here

This cookbook aggregates battle-tested SGLang recipes covering:

  • Models: Mainstream LLMs and Vision-Language Models (VLMs)
  • Use Cases: Inference serving, deployment strategies, multimodal applications
  • Hardware: GPU and CPU configurations, optimization for different accelerators
  • Best Practices: Configuration templates, performance tuning, troubleshooting guides

Each recipe provides step-by-step instructions to help you quickly implement SGLang solutions for your specific requirements.

Guides

Autoregressive Models

Qwen

DeepSeek

Llama

GLM

OpenAI

Moonshotai

MiniMax

NVIDIA

Ernie

InternVL

InternLM

Jina AI

Mistral

Xiaomi

FlashLabs

  • Chroma 1.0<span style={{backgroundColor: '#10b981', color: 'white', padding: '2px 8px', borderRadius: '4px', fontSize: '12px', fontWeight: 'bold', marginLeft: '8px'}}>NEW

Diffusion Models

FLUX

Qwen-Image

Wan

Z-Image

Benchmarks

Reference

๐Ÿš€ Quick Start

  1. Browse the recipe index above to find your model
  2. Follow the step-by-step instructions in each guide
  3. Adapt configurations to your specific hardware and requirements
  4. Join our community to share feedback and improvements

๐Ÿค Contributing

We believe the best documentation comes from practitioners. Whether you've optimized SGLang for a specific model, solved a tricky deployment challenge, or discovered performance improvements, we encourage you to contribute your recipes!

Ways to contribute:

  • Add a new recipe for a model not yet covered
  • Improve existing recipes with additional tips or configurations
  • Report issues or suggest enhancements
  • Share your production deployment experiences

To contribute:

# Fork the repo and clone locally
git clone https://github.com/YOUR_USERNAME/sglang-cookbook.git
cd sglang-cookbook

# Create a new branch
git checkout -b add-my-recipe

# Add your recipe following the template in DeepSeek-V3.2
# Submit a PR!

๐Ÿ› ๏ธ Local Development

Prerequisites

Setup and Run

Install the Mintlify CLI and start the development server:

# Install Mintlify CLI globally
npm i -g mint

# Start development server (hot reload enabled)
mint dev

The site will automatically open in your browser at http://localhost:3000.

๐Ÿ“– Resources

๐Ÿ“„ License

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.


Let's build this resource together! ๐Ÿš€ Star the repo and contribute your recipes to help the SGLang community grow.

Contributors

Richardczl98longGGGGGGrichardchenczl

Issues