AI has achieved significant progress in recent years, with models achieving human-level performance in numerous tasks. However, the main hurdle lies not just in developing these models, but in utilizing them efficiently in everyday use cases. This is where inference in AI takes center stage, emerging as a critical focus for scientists and tech lead