AI has made remarkable strides in recent years, with models achieving human-level performance in diverse tasks. However, the true difficulty lies not just in creating these models, but in implementing them efficiently in everyday use cases. This is where inference in AI comes into play, arising as a critical focus for scientists and innovators alik