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

arXiv:2610.27913v1 Announce Type: new Abstract: 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: compr