MODEL SERVINGADVANCED LLMOPS

Model Loading and Warmup

Large models require time and memory to load before they can safely serve traffic.

WHY IT MATTERS

Cold capacity is not immediately usable capacity.

ENTERPRISE EXAMPLE

A deployment preloads weights, warms representative requests and only then joins the load balancer.

OPERATING DECISION

Does readiness mean 'process started' or 'model can meet SLO'?

REMEMBERReadiness must include model readiness.
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