AI has advanced considerably in recent years, with algorithms surpassing human abilities in numerous tasks. However, the real challenge lies not just in developing these models, but in deploying them optimally in practical scenarios. This is where inference in AI takes center stage, arising as a primary concern for researchers and innovators alike.