Artificial Intelligence has made remarkable strides in recent years, with models matching human capabilities in numerous tasks. However, the main hurdle lies not just in training these models, but in deploying them efficiently in everyday use cases. This is where inference in AI becomes crucial, arising as a critical focus for researchers and indus