AnalysisDevelopersSeptember 3, 2026

Cut GPU inference cold start from 8 minutes to under a minute

Instrumented full path from pod creation to first inference on a GPU node running a 70B-class model found six bottlenecks, not one. For a 64 GB model, 65% of startup time is spent in one phase.

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Cut GPU inference cold start from 8 minutes to under a minute