AI has made remarkable strides in recent years, with algorithms surpassing human abilities in numerous tasks. However, the main hurdle lies not just in training these models, but in implementing them efficiently in real-world applications. This is where AI inference becomes crucial, arising as a primary concern for researchers and industry professi