Machine learning has advanced considerably in recent years, with algorithms surpassing human abilities in numerous tasks. However, the true difficulty lies not just in training these models, but in implementing them efficiently in practical scenarios. This is where inference in AI comes into play, arising as a critical focus for experts and industr