What it does
vLLM-Omni extends vLLM, a popular engine for running language models, to models that create or understand images, audio, video and robot actions.
It supports many open models, offers an OpenAI-compatible API and can spread work across many graphics cards.
Who it's for
Engineers deploying multimodal AI models for many users.
Can I use it without coding?
Developers only. It is server software for technical teams. New to this? Start here.
Can I run it?
- Cost
- FreeNothing to pay or sign up for.
- Runs on
- Server
- Computer
- Made for servers or data centres
- Privacy
- Runs on your own device: your data stays with you
- API key
- Not needed
Try it
Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?
Before you install
- Only download from the official GitHub page. Copies with similar names exist for many popular projects.
- License (Apache-2.0): Permissive: free to use, change and share, including for business.
- More on staying safe
Where people are talking about it
- vLLM-Omni Technical Report: A Unified Serving Runtime for Omni-Modality GenerationResearch paper · Oct 2026
- vLLM-Omni: Fully Disaggregated Serving for Any-to-Any Multimodal ModelsResearch paper · Feb 2026