Mamba architecture represents a groundbreaking shift in the realm of state sequence models, striving to exceed the limitations of traditional transformers, especially when dealing with long sequences. Its core feature lies in its selective state domain, allowing the network to focus on pertinent information while effectively suppressing superfluous