Artificial Intelligence has made remarkable strides in recent years, with models achieving human-level performance in numerous tasks. However, the real challenge lies not just in training these models, but in implementing them optimally in practical scenarios. This is where AI inference becomes crucial, surfacing as a primary concern for researcher