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20242026
most citedSLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks

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cs.LG2025

FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration

Dongwon Jo, Jiwon Song, Yulhwa Kim +1

While large language models (LLMs) excel at handling long-context sequences, they require substantial prefill computation and key-value (KV) cache, which can heavily burden computa…