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Artificial Intelligence has achieved significant progress in recent years, with algorithms surpassing human abilities in diverse tasks. However, the real challenge lies not just in developing these models, but in implementing them optimally in real-world applications. This is where inference in AI takes center stage, surfacing as a primary concern