AI has achieved significant progress in recent years, with algorithms surpassing human abilities in various tasks. However, the true difficulty lies not just in creating these models, but in utilizing them efficiently in everyday use cases. This is where inference in AI takes center stage, surfacing as a primary concern for researchers and industry