AB-Sparse: Sparse Attention with Adaptive Block Size for Accurate and Efficient Long-Context Inference

Di Liu, Ruitian Wang, Chen Chen +6

As large language models scale to longer contexts, loading the growing KV cache during attention computation becomes a critical bottleneck. Previous work has shown that attention c…