Pools let teams isolate capacity, hardware and SLOs by task class.
MODEL SERVINGENTERPRISE AI ARCHITECTURE
Inference Pools
Inference pools group replicas that serve the same or compatible model workload.
Interactive chat and offline batch inference use separate pools to avoid contention.
Which workloads should share capacity, and which should be isolated?
REMEMBERPool by operational characteristics, not only by model name.
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