The Asymmetric Harms of LLM Compression

Yuan Wu, Mairui Li, Lesia Semenova +1

Large language models (LLMs) compression reduces deployment costs, but standard aggregate metrics like perplexity and accuracy often mask underlying behavioral shifts. In this work…