Pixel art of a local SSD transferring model tiles through a short connection into a GPU server inside a rack

Faster vLLM Cold Starts on Kubernetes: Cache the Model, Not the Download

A simple, diagram-first guide to making a new vLLM Pod ready in seconds instead of minutes: where cold-start time goes, how to cache weights on a volume, how to pre-pull the image, and which storage to pick.