Scaling Kubernetes to 7,500 nodes
OpenAI documented how they scaled Kubernetes to 7,500 nodes to support large model training, sharing infrastructure engineering insights for distributed ML workloads.
Excerpt
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.
Read at source: https://openai.com/index/scaling-kubernetes-to-7500-nodes