Google now supports training generative AI models using up to 65,000 interconnected Kubernetes nodes, significantly enhancing scaling and capacity over competing cloud services.
The TPU v5e technology facilitates near-linear scaling of resources, allowing Google to maximize the use of 250,000 accelerators across its new GKE infrastructure.
While Google's cluster can handle larger models, it's unclear if more parameters will consistently yield improved performance, as previous model upgrades suggest diminishing returns.
This major development is not only aimed at training larger AI models; Google's new capabilities also have the potential for broader applications in AI development and research.
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