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general family · filed under model architecture

Linear attention

A general family of attention alternatives distinguished from softmax attention, with no particular mechanism specified in the evidence.

Also called linear attention mechanism.

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models
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How sources treat it

One count per evidence span, weakest treatment to strongest.

mentioned 1core 1

Documented in

Evidence

2 spans quoted from the sources, strongest treatment first.

integrates a linear attention mechanism with a sparse mixture-of-experts model

coremodel architecturein Qwen3.5-397B-A17BQwen

Hybrid architectures replace a subset of softmax attention layers with efficient alternatives such as linear attention

mentionedother

Filed alongside

Other methods under model architecture :: token mixer :: linear attention & state space.