An Efficient Hybrid Sparse Attention with CPU-GPU Parallelism for Long-Context Inference

Feiyu Yao, Zhixiong Niu, Xiaqing Li +3

Long-context inference increasingly operates over CPU-resident KV caches, either because decoding-time KV states exceed GPU memory capacity or because disaggregated prefill-decode…