The exciting arrival of Mamba has created considerable buzz within the artificial learning field. This novel architecture, unlike traditional Transformers, offers a compelling path to superior speed and reduced processing demands . Unlike the quadratic complexity inherent in attention mechanisms, Mamba leverages a structured space that aims to real