Model loads are slow and behavior can change independently of container health.
MODEL SERVINGENTERPRISE AI ARCHITECTURE
Model Serving Rollouts
Serving rollouts update model artifacts, runtimes or hardware pools progressively while preserving fallback.
A new model pool warms fully, receives 1% traffic and remains beside the old pool until acceptance criteria pass.
Can the old serving path remain available during validation?
REMEMBERBlue/green thinking works well for large model changes.
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