One command now deploys a vLLM server on Hugging Face Jobs. This integration removes manual environment setup for high-throughput inference. Users can spin up dedicated GPU instances without managing complex infrastructure. It streamlines the path from model selection to live endpoint for developers needing rapid prototyping.