Machine learning has achieved significant progress in recent years, with algorithms achieving human-level performance in various tasks. However, the main hurdle lies not just in creating these models, but in implementing them efficiently in practical scenarios. This is where inference in AI becomes crucial, surfacing as a key area for researchers a