Mamba-2 is a component within the Mamba state space model (SSM) framework, designed for sequence modeling tasks. It is not a standalone tool but an improved block architecture implemented as part of the open-source Mamba project. The Mamba framework focuses on efficient sequence modeling by leveraging a selective state space model (S6) that achieves linear-time computation relative to sequence length.