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When Fewer Layers Break More Chains: Layer Pruning Harms Test-Time Scaling in LLMs
Why Smaller Is Slower? Dimensional Misalignment in Compressed LLMs
RAP: KV-Cache Compression via RoPE-Aligned Pruning
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