Scaling Kubernetes to 7,500 Nodes
We've scaled Kubernetes clusters to 7,500 nodes, producing a scalable infrastructure for large models like GPT-3, CLIP, and DALL·E, but also for rapid small-scale iterative research such as Scaling Laws for Neural Language Models. Scaling a single Kubernetes cluster to this size is rarely done and requires some
https://openai.com/blog/scaling-kubernetes-to-7500-nodes/