AI has achieved significant progress 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 practical scenarios. This is where inference in AI becomes crucial, arising as a critical focus for researchers and industry p