[KongchangAI]
Unverified50% confidenceSolutionExact time

V4.1 adopts SWA bounded replay: it recomputes only the last 128 tokens, and attention is also confined to within these 128 tokens, yielding an approximate window cache; the recomputation cost becomes constant, and the Decoder's 20 layers, which originally had to process the last 2,560 tokens, now only need to process 128, reducing total prefill computation by nearly half.

1
Sources
50%
Confidence
Long-term
Relevance
10/23/2026
First Seen

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