Mamba

Mamba is a next-generation state-space model (SSM) that offers a potential alternative to the Transformer architecture. It achieves linear scaling with sequence length, addressing one of the primary limitations of Transformers. This makes Mamba particularly efficient for processing very long context sequences without the quadratic computational cost.