Artificial Intelligence has made remarkable strides in recent years, with algorithms surpassing human abilities in numerous tasks. However, the true difficulty lies not just in training these models, but in utilizing them effectively in everyday use cases. This is where AI inference becomes crucial, emerging as a primary concern for researchers and