Artificial Intelligence has achieved significant progress in recent years, with systems matching human capabilities in diverse tasks. However, the main hurdle lies not just in training these models, but in utilizing them efficiently in practical scenarios. This is where inference in AI comes into play, emerging as a primary concern for researchers