"key-value cache compression" Papers

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TransMLA: Migrating GQA Models to MLA with Full DeepSeek Compatibility and Speedup

Fanxu Meng, Pingzhi Tang, Zengwei Yao et al.

NeurIPS 2025spotlight

UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression

Chenlong Deng, Zhisong Zhang, Kelong Mao et al.

NeurIPS 2025posterarXiv:2509.15763
1
citations

Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference

Piotr Nawrot, Adrian Łańcucki, Marcin Chochowski et al.

ICML 2024poster