AI has advanced considerably in recent years, with models achieving human-level performance in various tasks. However, the main hurdle lies not just in creating these models, but in deploying them efficiently in everyday use cases. This is where inference in AI becomes crucial, emerging as a critical focus for researchers and industry professionals