Artificial Intelligence has advanced considerably in recent years, with models achieving human-level performance in diverse tasks. However, the real challenge lies not just in creating these models, but in deploying them optimally in everyday use cases. This is where inference in AI comes into play, arising as a primary concern for researchers and