Machine learning has achieved significant progress in recent years, with algorithms surpassing human abilities in diverse tasks. However, the real challenge lies not just in training these models, but in deploying them optimally in real-world applications. This is where inference in AI becomes crucial, emerging as a critical focus for experts and t