Machine learning has made remarkable strides in recent years, with models surpassing human abilities in numerous tasks. However, the true difficulty lies not just in training these models, but in deploying them effectively in everyday use cases. This is where AI inference takes center stage, arising as a critical focus for scientists and industry p