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 creating these models, but in implementing them efficiently in real-world applications. This is where inference in AI comes into play, surfacing as a critical focus for experts and tec