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