Scaling Kubernetes to 7,500 nodes

OpenAI Blog · 5 years ago

A Kubernetes cluster was scaled to 7,500 nodes to support both large model training and smaller research experiments. The infrastructure handles models like GPT-3, CLIP, and DALL·E alongside rapid iteration work on scaling laws research. This enables organizations to run diverse workloads—from massive production models to exploratory studies—on a single platform.