Artificial Intelligence has made remarkable strides in recent years, with models achieving human-level performance in diverse tasks. However, the true difficulty lies not just in creating these models, but in deploying them efficiently in real-world applications. This is where AI inference becomes crucial, arising as a primary concern for researche