Machine learning has advanced considerably in recent years, with models surpassing human abilities in various tasks. However, the real challenge lies not just in training these models, but in deploying them efficiently in practical scenarios. This is where AI inference comes into play, emerging as a critical focus for experts and innovators alike.D