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Compressed Sparse Attention: How DeepSeek V4 Reached 1M Context at 27% of the FLOPs

DeepSeek V4 hits 1M context at 27% of V3.2's per-token compute. How Compressed Sparse Attention and Heavily Compressed Attention combine to do it.

May 13Read article
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