Research
Source review in progress
Sparse Attention, State Space Models & Linear Transformers
Mamba 2, RWKV, FlashAttention-3, sub-quadratic attention, and hybrid state-space transformer backbones
This brief is being checked against individual publications, benchmarks and methods. Its earlier generated source list and confidence labels did not meet the publication standard. The topic remains available here while the evidence is reviewed.