AI has achieved significant progress in recent years, with models surpassing human abilities in diverse tasks. However, the main hurdle lies not just in training these models, but in deploying them effectively in real-world applications. This is where inference in AI takes center stage, surfacing as a primary concern for researchers and industry pr