Artificial Intelligence has made remarkable strides in recent years, with models matching human capabilities in numerous tasks. However, the true difficulty lies not just in training these models, but in utilizing them optimally in practical scenarios. This is where inference in AI takes center stage, arising as a key area for researchers and indus