Machine learning has advanced considerably in recent years, with algorithms achieving human-level performance in diverse tasks. However, the real challenge lies not just in creating these models, but in implementing them efficiently in practical scenarios. This is where inference in AI comes into play, surfacing as a key area for researchers and te