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+title: 线性注意力方法 (Linear Attention Methods)
+created: 2025-04-15
+updated: 2026-05-01
+type: concept
+tags: []
+sources: []
+---
+
 # 线性注意力方法 (Linear Attention Methods)

 **O(n) 复杂度的注意力替代方案**，通过核函数分解避免显式 N×N 注意力矩阵计算。