Machine learning has achieved significant progress in recent years, with algorithms surpassing human abilities in diverse tasks. However, the true difficulty lies not just in training these models, but in utilizing them effectively in practical scenarios. This is where AI inference becomes crucial, emerging as a primary concern for scientists and i