Machine learning has made remarkable strides in recent years, with systems surpassing human abilities in diverse tasks. However, the real challenge lies not just in developing these models, but in implementing them effectively in practical scenarios. This is where inference in AI becomes crucial, arising as a critical focus for scientists and tech