Machine learning has achieved significant progress in recent years, with algorithms matching human capabilities in diverse tasks. However, the real challenge lies not just in developing these models, but in utilizing them efficiently in practical scenarios. This is where inference in AI becomes crucial, surfacing as a primary concern for researcher