AI has made remarkable strides in recent years, with models matching human capabilities in diverse tasks. However, the true difficulty lies not just in training these models, but in implementing them efficiently in everyday use cases. This is where machine learning inference becomes crucial, surfacing as a critical focus for scientists and innovato