Sparse Attention Method for 10M Token Context Windows
November 2, 2026
A new sparse attention method allows sparsifying Qwen 3.8 27B without accuracy loss and extends context up to 10M tokens. The method can be trained natively on next-token prediction loss, making long-context processing more efficient on local hardware.
HOW THIS AFFECTS YOU
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builderYou can implement long-context capabilities on smaller, local hardware with reduced computational costs.