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All SourcesarXiv
#low‑rank approximation

MASQuant: Modality-Aware Smoothing Quantization for Multimodal Large Language Models

Intermediate
Lulu Hu, Wenhu Xiao et al.Mar 5arXiv

Multimodal AI models handle text, images, and audio, but their signals are very different in size, which breaks standard low‑bit compression methods.

#post‑training quantization#multimodal LLM#channel‑wise smoothing