Contextual Representation Flow Across Depth in State-Space and Transformer Architectures

Nhat M. Hoang, Do Xuan Long, Cong-Duy Nguyen +3

State Space Models (SSMs) have emerged as efficient, linear-time alternatives to Transformer-Based Models (TBMs) for long-context processing. However, their different mechanisms ra…