AI has made remarkable strides in recent years, with models achieving human-level performance in numerous tasks. However, the main hurdle lies not just in training these models, but in implementing them optimally in practical scenarios. This is where AI inference becomes crucial, arising as a primary concern for researchers and industry professiona