Machine learning has achieved significant progress in recent years, with systems surpassing human abilities in diverse tasks. However, the real challenge lies not just in developing these models, but in utilizing them optimally in practical scenarios. This is where inference in AI becomes crucial, arising as a primary concern for experts and indust