[KongchangAI]
Conceptbounded replay

Bounded Replay

An optimization mechanism used by inference engines when processing sliding-window attention layers. KV cache is retained only for the limited history inside the window, avoiding wasted GPU memory on tokens outside the window and reducing redundant computation during the prefill stage.

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Sep 11

The sliding window with bounded replay only replays the most recent 128 tokens, accepting approximation errors to solve the cache offloading problem.

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