Machine learning 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 everyday use cases. This is where AI inference becomes crucial, emerging as a primary concern for researchers and inn