AI has achieved significant progress in recent years, with models achieving human-level performance in diverse tasks. However, the main hurdle lies not just in creating these models, but in implementing them efficiently in everyday use cases. This is where machine learning inference becomes crucial, emerging as a primary concern for scientists and