The recent arrival of Mamba has generated considerable interest within the machine learning world . This unique architecture, unlike traditional Transformers, presents a viable path to enhanced performance and diminished resource costs . Distinct from the quadratic complexity inherent in self-attention , Mamba leverages a state method that intends