Machine learning has achieved significant progress in recent years, with models surpassing human abilities in various tasks. However, the true difficulty lies not just in developing these models, but in utilizing them optimally in practical scenarios. This is where AI inference becomes crucial, arising as a key area for experts and innovators alike