Why it matters

RWKV offers RNN-inference + transformer-training. Growing community.

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The architecture

Linear attention.

RNN-like inference.

Parallel training.

RWKV mathLinear attentionreceptance + WKVInferenceO(1) memoryTrainingparallelPeng et al. 2023; RWKV-6/7 series; community-driven; interesting alternative
RWKV math.
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How it works end to end

Peng 2023.

RWKV-6/7 series.

Community-driven.