Cold-Starting LLMs on Kubernetes in Under 30 Seconds

https://www.bentoml.com/blog/cold-starting-llms-on-kubernete...

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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