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Artificial Intelligence has advanced considerably in recent years, with algorithms matching human capabilities in various tasks. However, the real challenge lies not just in creating these models, but in utilizing them effectively in everyday use cases. This is where AI inference takes center stage, arising as a critical focus for researchers and i