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