design

Derive cooling flow for a 4.8 MW hall, separate liquid and air loads, and test CDU capacity and redundancy at the actual design conditions.

Separate compute, storage and management responsibilities, then decide which need independent physical paths and count their endpoints correctly.

Preserve document identity through packed prompts and completion reordering. Derive rounded cache reservations, then measure feasible wave sizes against the API contract.

Build a measured first-token budget and test the smallest serving design that meets it, including cold prompts, queueing and delivery.

Define cold and reused-context objectives, verify the checkpoint's real state layout, and size per-rank memory and transfer demand. Caching and phase separation help only when their compatibility, retention and capacity assumptions hold.