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Yu-Chen Liang

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#artificial intelligence Preprint Oct 2026

ACE-Compression: An Ability-Centric Evaluation of Compressed Large Language Models

Model compression makes large language models deployable, but today's evaluation tells an incomplete story. Standard practice measures retained task performance and stops there. This misses a critical fact: compression perturbs the distributed knowledge embedded across billions of weights, and task scores alone cannot...

Jia-Hui Ning, Liang Chen, Yu-Chen Liang et al. · 0 citations

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