Machine learning has advanced considerably in recent years, with algorithms achieving human-level performance in numerous tasks. However, the real challenge lies not just in developing these models, but in utilizing them efficiently in everyday use cases. This is where inference in AI becomes crucial, surfacing as a critical focus for researchers a