Artificial Intelligence has achieved significant progress in recent years, with algorithms matching human capabilities in numerous tasks. However, the true difficulty lies not just in developing these models, but in deploying them efficiently in practical scenarios. This is where AI inference comes into play, surfacing as a primary concern for scie