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Cold-Starting LLMs on Kubernetes in Under 30 Seconds

Cold-Starting LLMs on Kubernetes in Under 30 Seconds

Redesigning LLM cold start strategy sliced launch times from 10 minutes to under 30 seconds by exploiting FUSE and object storage for on-demand GPU loading—a revelation for Kubernetes scaling.


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