The recent arrival of Mamba has created considerable buzz within the artificial learning community . This groundbreaking architecture, unlike conventional Transformers, promises a viable path to improved performance and diminished resource costs . Distinct from the quadratic bottleneck inherent in self-attention , Mamba leverages a structured appro