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AI has achieved significant progress in recent years, with models matching human capabilities in numerous tasks. However, the main hurdle lies not just in training these models, but in deploying them efficiently in real-world applications. This is where AI inference comes into play, emerging as a critical focus for researchers and tech leaders alik