Machine learning has advanced considerably in recent years, with models matching human capabilities in numerous tasks. However, the true difficulty lies not just in developing these models, but in implementing them efficiently in everyday use cases. This is where AI inference becomes crucial, emerging as a critical focus for experts and innovators