AI has achieved significant progress in recent years, with systems surpassing human abilities in various tasks. However, the main hurdle lies not just in developing these models, but in deploying them optimally in practical scenarios. This is where AI inference takes center stage, emerging as a primary concern for scientists and innovators alike.Un