From the source
Together AI publishes a guide on designing multi-tenant GPU clusters for AI-native teams, covering core design principles, failure modes, and their own implementation.
Capacity without conflict: A guide to multi-tenant GPU cluster design for AI-native teams
From the source
Multi-tenant GPU clusters let AI-native companies share compute capacity across teams without sacrificing isolation or control. The right architecture pools GPUs at the infrastructure layer while giving each team dedicated nodes, storage, and self-serve scheduling, eliminating idle capacity waste without the politics of truly shared infrastructure.
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