Stop Guessing Auto Scaling for TTS Models on Amazon SageMaker AI

Tired of playing GPU roulette with your text-to-speech deployments? This article shows you how to ditch the guesswork and build a data-driven autoscaling policy for Kokoro-82M on Amazon SageMaker AI using actual endpoint metrics instead of crossed fingers and hope.