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@HuggingPapers
Research paper Medium

@HuggingPapers

Importance score: 4 • Posted: March 29, 2026 at 12:14

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4

MSA breaks the 100M token barrier Memory Sparse Attention achieves unprecedented 100M token context lengths with near-linear complexity. The architecture maintains 94% accuracy at 1M tokens while outperforming RAG systems and frontier models, using end-to-end sparse attention with document-wise RoPE.

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Highlights breakthrough in long-context attention outperforming RAG, relevant to foundation models.

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Fetched at: March 30, 2026 at 06:02