vLLM deployment

Choose a deployment route and follow its complete installation, startup, and request examples.

Route	Environment	Start here
Valen-Team image	Docker with a prebuilt runtime	Image deployment
Stock vLLM plugin	An existing compatible official vLLM environment	Plugin deployment

Both routes expose /v1/systemone for single-GPU text/image Choice, Noul, and Score decisions. Use Transformers for direct video inference.