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arxiv_cs_cl · Nov 6, 2026 · paper

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RidgeFill: Training-Free Late-Layer Cache Fill for Faster Prefill

arxiv.orgNov 6, 2026
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In brief

RidgeFill shortens prefill by not computing most of a model's upper layers for the prompt. The lower layers run exactly up to a split; from the split layer's state a per-layer map predicts every later layer's input, and each late layer writes its cache from that prediction. The d

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