Machine learning has achieved significant progress in recent years, with systems surpassing human abilities in various tasks. However, the true difficulty lies not just in creating these models, but in deploying them optimally in practical scenarios. This is where inference in AI becomes crucial, arising as a primary concern for experts and innovat