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dstack is an open-source orchestration layer for running AI workloads across GPU clouds, Kubernetes, and on-premises infrastructure using different hardware and model frameworks. Teams should secure credentials and images, restrict network access, pin versions, validate cost and capacity, test failover, monitor workloads, review licenses, and protect training data and model artifacts.
Free open source + cloud costs