AI has achieved significant progress in recent years, with models matching human capabilities in diverse tasks. However, the true difficulty lies not just in developing these models, but in utilizing them efficiently in everyday use cases. This is where AI inference becomes crucial, surfacing as a primary concern for researchers and industry profes