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cs.LG 1

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2025 1

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CONDITIONAL 1

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The Pitfalls of KV Cache Compression

cs.LG · 2025-09-30 · conditional · novelty 5.0

KV cache compression causes certain instructions to degrade rapidly and be ignored in multi-instruction prompting, with system prompt leakage worsened by method choice, instruction order, and eviction bias; simple policy changes can mitigate this.

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  • The Pitfalls of KV Cache Compression cs.LG · 2025-09-30 · conditional · none · ref 15

    KV cache compression causes certain instructions to degrade rapidly and be ignored in multi-instruction prompting, with system prompt leakage worsened by method choice, instruction order, and eviction bias; simple policy changes can mitigate this.