Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries

Junhyuck Kim; Jongho Park; Jaewoong Cho; Dimitris Papailiopoulos

2025 ICML ICML 2025

Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Junhyuck Kim, Jongho Park, Jaewoong Cho, Dimitris Papailiopoulos

Topics

Machine Learning > Application Areas > Efficient Computing Artificial Intelligence > Core AI > Large Language Models Deep Learning > Learning Types > Representation Learning

Keywords

orthogonal matching pursuit sparse coding kv cache compression ratio large language model universal dictionary

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