Beyond Quadratic Bottlenecks: Mamba-2 And The State Space Duality Framework For Efficient Language Modeling

Researchers have introduced the State Space Duality (SSD) framework, which connects Structured State Space Models (SSMs) and attention mechanisms, to improve the efficiency and scalability of language models.