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Artificial Intelligence has advanced considerably in recent years, with systems matching human capabilities in various tasks. However, the main hurdle lies not just in training these models, but in implementing them efficiently in everyday use cases. This is where inference in AI takes center stage, emerging as a primary concern for researchers and