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News/InfoQuant: Shaping Activation Distributions for Low-Bit LLM Quantization
arxiv
PublishedMay 27, 2026 at 4:00 AM

InfoQuant: Shaping Activation Distributions for Low-Bit LLM Quantization

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Publisher summary· verbatim

arXiv:2605.26175v1 Announce Type: cross Abstract: Low-bit activation quantization remains a major bottleneck in efficient large language model (LLM) deployment. The difficulty is not only that activations contain outliers, but that their distributions are often poorly matched to a low-bit uniform qu

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