Artificial Intelligence has achieved significant progress in recent years, with algorithms surpassing human abilities in diverse 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