Artificial Intelligence has advanced considerably in recent years, with models achieving human-level performance in diverse tasks. However, the real challenge lies not just in training these models, but in utilizing them efficiently in everyday use cases. This is where AI inference becomes crucial, emerging as a primary concern for researchers and