Artificial Intelligence has advanced considerably in recent years, with models achieving human-level performance in numerous tasks. However, the real challenge lies not just in developing these models, but in implementing them optimally in practical scenarios. This is where AI inference becomes crucial, emerging as a key area for scientists and inn