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Scaling Kubernetes to 7,500 Nodes
OpenAI describes scaling Kubernetes clusters to 7,500 nodes to support large-scale AI training workloads including GPT-3, CLIP, and DALL·E. The post details infrastructure challenges and solutions enabling both massive model training and rapid small-scale research iteration. This represents a significant engineering milestone in ML training infrastructure at the time of publication (January 2021).