The latest arrival of Mamba has created considerable interest within the artificial learning field. This unique architecture, unlike existing Transformers, presents a viable path to superior performance and lower resource requirements. Unlike the quadratic complexity inherent in self-attention , Mamba leverages a state method that intends to achiev