"llm efficiency" Papers

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Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference

Yuan Feng, Junlin Lv, Yukun Cao et al.

NEURIPS 2025arXiv:2407.11550
106
citations

ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference

Xiang Liu, Zhenheng Tang, Peijie Dong et al.

NEURIPS 2025arXiv:2502.00299
16
citations