HOW CLOUDFLARE RUNS MORE AI MODELS ON FEWER GPUS: A TECHNICAL DEEP-DIVE

Summary from the TLDR AI newsletter

Omni is an internal platform at Cloudflare built for running and managing AI models on its edge nodes. It can spawn and manage multiple models on a single machine and GPU using lightweight isolation. Omni makes it easy and efficient to run many small and/or low-volume models. This article looks at how Cloudflare uses Omni to run more models on every node in its network, improving model availability, minimizing latency, and reducing power consumed by idle GPUs.