AI has made remarkable strides in recent years, with algorithms surpassing human abilities in diverse tasks. However, the main hurdle lies not just in creating these models, but in utilizing them optimally in practical scenarios. This is where inference in AI becomes crucial, emerging as a critical focus for researchers and innovators alike.Definin