Official Resources
Documentation
- This Documentation: Comprehensive guides, API references, and tutorials
- GitHub Repository: github.com/sgl-project/sglang
- Roadmap: roadmap.sglang.io - See what’s coming next
Community
Join Slack
Connect with the community, ask questions, and get help
Weekly Dev Meetings
Join public development meetings every week
Follow on X
Stay updated with the latest news and announcements
Professional updates and community highlights
Blog Posts and Articles
The latest SGLang features and updates are shared through the LMSYS blog:Recent Highlights
-
Deterministic Inference: https://lmsys.org/blog/2025-09-22-sglang-deterministic/
- Learn about SGLang’s deterministic inference mode for reproducible results
- Performance Benchmarks: Regular updates on throughput and latency improvements
- Model Support: Announcements when new models are supported
- Feature Deep Dives: Technical details on major features like RadixAttention, speculative decoding, and more
Learning Materials
Curated Collection
A comprehensive collection of blogs, slides, and videos about SGLang is available at: github.com/sgl-project/sgl-learning-materials This repository includes:- Conference Talks: Presentations from major AI/ML conferences
- Technical Deep Dives: Detailed explanations of SGLang internals
- Tutorial Videos: Step-by-step guides for common use cases
- Research Papers: Academic publications related to SGLang
- Benchmark Reports: Performance analysis and comparisons
Video Tutorials
Look for SGLang presentations and tutorials on:- Conference recordings (MLSys, NeurIPS, etc.)
- Community meetup recordings
- Tutorial sessions from weekly dev meetings
Research and Publications
Academic Papers
SGLang is built on cutting-edge research:- RadixAttention: The innovative prefix caching mechanism
- Speculative Decoding: Techniques for faster inference
- Multi-Modal Processing: Efficient handling of vision and language
Benchmarks
SGLang regularly publishes benchmarks comparing performance with other frameworks:- Throughput comparisons (tokens/second)
- Latency measurements (TTFT, TPOT)
- Memory efficiency analysis
- Multi-GPU scaling results
Contributing
How to Contribute
SGLang is an open-source project and welcomes contributions:Contribution Guide
Learn how to contribute code, documentation, or bug reports
Development Guide
Set up your development environment
GitHub Issues
Report bugs or request features
Add Model Support
Help add support for new models
Areas to Contribute
- Code: Implement new features, fix bugs, optimize performance
- Documentation: Improve guides, add examples, fix typos
- Testing: Write tests, report issues, validate releases
- Models: Add support for new model architectures
- Benchmarks: Run performance tests, share results
- Community: Help others in Slack, write tutorials, give talks
Example Projects
Use Cases
See how others are using SGLang:- Chatbots and Assistants: Building conversational AI
- Code Generation: AI-powered coding assistants
- RAG Systems: Retrieval-augmented generation applications
- Multi-Modal Apps: Vision-language applications
- RL Training: Using SGLang for reinforcement learning
Sample Code
Explore example projects in the repository:- OpenAI-compatible client usage
- Custom model integration
- Multi-GPU deployment
- Function calling and tool use
- Streaming responses
Training and Workshops
Weekly Development Meetings
Join the weekly public development meetings:- When: Check meet.sglang.io for schedule
- Format: Open discussion, demos, Q&A
- Topics: Roadmap updates, feature demos, community presentations
Community Events
- Office Hours: Regular sessions for community support
- Workshops: Hands-on training sessions
- Hackathons: Build with SGLang in collaborative events
Technical Support
Getting Help
Documentation
Search this documentation for guides and references
FAQ
Common questions and answers
Troubleshooting
Solutions to common problems
Slack Community
Ask questions and get community support
Professional Support
For enterprise users needing dedicated support:- Contact the team through the GitHub repository
- Connect on LinkedIn
- Inquire about consulting services
Stay Updated
Release Notes
Follow SGLang releases on GitHub:- GitHub Releases: github.com/sgl-project/sglang/releases
- Changelog: Detailed changes in each version
- Migration Guides: Help upgrading between versions
Newsletter
Stay informed about:- Major releases and features
- Performance improvements
- New model support
- Community highlights
- Upcoming events
Feedback and Suggestions
We Want to Hear From You
Your feedback helps make SGLang better:- Feature Requests: Submit on GitHub Issues
- Bug Reports: Include detailed reproduction steps
- Documentation Feedback: Suggest improvements or report errors
- Performance Reports: Share your benchmarks and use cases
- Success Stories: Tell us how you’re using SGLang
Community Guidelines
When participating in the community:- Be respectful and constructive
- Help others when you can
- Share knowledge and insights
- Follow the code of conduct
- Give credit where it’s due
Additional Resources
Server Arguments
Complete CLI reference
Environment Variables
Configuration options
Benchmarking Guide
Performance testing tools
Multi-Node Deployment
Scale to multiple machines
Welcome to the SGLang community! Whether you’re just getting started or building advanced applications, we’re here to help you succeed.