AI has advanced considerably in recent years, with models surpassing human abilities in diverse tasks. However, the real challenge lies not just in training these models, but in deploying them optimally in practical scenarios. This is where inference in AI becomes crucial, emerging as a critical focus for experts and innovators alike.Understanding