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最后，We create a synthetic long-context dataset to test the KVPress system in a controlled yet realistic way. We define company records, insert important hidden facts at different positions, and mix them with repeated background and policy blocks, making the prompt long and noisy. This helps us simulate the context in which memory-efficient inference matters and the model must retrieve only the truly relevant details.
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