One command now launches a vLLM server on Hugging Face Jobs. This integration removes the manual overhead of configuring infrastructure for high-throughput LLM serving. Developers can deploy optimized inference endpoints without managing raw virtual machines. It streamlines the path from model selection to a live, scalable API for production testing.