Mamba 2
NVIDIA and Princeton Introduce ReplaySSM to Accelerate Hybrid AI Model Decoding
ReplaySSM addresses state-space model bottlenecks by caching inputs instead of state, delivering up to 1.8× faster decoding and 2.1× speculative serving throughput on production models.