Mamba State-Space Models Are Lyapunov-Stable Learners

John T. Halloran, Manbir Gulati, Paul F. Roysdon

Mamba state-space models (SSMs) have recently outperformed state-of-the-art (SOTA) Transformer large language models (LLMs) in various tasks and been widely adapted. However, a maj…