Native Sparse Attention (DeepSeek NSA)
At 64k tokens, attention eats 70-80% of decode latency. Every open-model lab has a plan to fix it. DeepSeek's NSA (ACL 2025 best paper) is the one that stuck: three parallel attention branches - compressed coarse-grained tokens…
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