AI has achieved significant progress in recent years, with systems achieving human-level performance in diverse tasks. However, the main hurdle lies not just in creating these models, but in implementing them effectively in practical scenarios. This is where inference in AI becomes crucial, emerging as a primary concern for scientists and industry