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 utilizing them efficiently in everyday use cases. This is where AI inference takes center stage, emerging as a primary concern for researchers and innovat