Machine learning has achieved significant progress in recent years, with algorithms achieving human-level performance in various tasks. However, the main hurdle lies not just in training these models, but in deploying them optimally in everyday use cases. This is where inference in AI becomes crucial, arising as a key area for researchers and indus