Artificial Intelligence has made remarkable strides in recent years, with models surpassing human abilities in numerous tasks. However, the true difficulty lies not just in developing these models, but in utilizing them effectively in everyday use cases. This is where AI inference takes center stage, arising as a primary concern for scientists and