Artificial Intelligence has made remarkable strides in recent years, with models matching human capabilities in various tasks. However, the true difficulty lies not just in developing these models, but in deploying them effectively in practical scenarios. This is where inference in AI takes center stage, arising as a critical focus for scientists a