One command now launches a vLLM server on Hugging Face Jobs. This integration removes manual environment setup and infrastructure configuration for hosting large models. It streamlines the path from model selection to a live API endpoint. Developers can now deploy high-throughput inference servers without managing underlying virtual machines.