Artificial Intelligence has made remarkable strides in recent years, with models surpassing human abilities in numerous tasks. However, the main hurdle lies not just in developing these models, but in deploying them optimally in practical scenarios. This is where inference in AI takes center stage, arising as a critical focus for experts and indust