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Machine learning has achieved significant progress in recent years, with algorithms surpassing human abilities in diverse tasks. However, the main hurdle lies not just in developing these models, but in deploying them efficiently in practical scenarios. This is where inference in AI comes into play, emerging as a primary concern for scientists and