Editorial desk

Systems analysis, built from first principles.

GPUField publishes sourced field guides, annotated system maps, and practical notes for operators of accelerated computing systems.

GPU sizing · Inference

The GPU sizing equation

A phase-by-phase derivation from model bytes and KV state to topology, latency, throughput, and a benchmark plan that can survive production traffic.

04 Oct 2026 · 18 min readRead article