Yi Liu

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upvoted a paper 6 months ago

SignRoundV2: Closing the Performance Gap in Extremely Low-Bit Post-Training Quantization for LLMs

Paper • 2512.04746 • Published Dec 4, 2025 • 14

upvoted an article 7 months ago

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Article

Understanding BigBird's Block Sparse Attention

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vasudevgupta

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Mar 31, 2021

• 9

upvoted a collection 8 months ago

DeepSeek-V3.2

Collection

4 items • Updated Dec 1, 2025 • 544

upvoted an article 11 months ago

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Article

Introducing AutoRound: Intel’s Advanced Quantization for LLMs and VLMs

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• +7

wenhuach, Haihao, weiweiz1, n1ck-guo, isaacmac, kding1, IlyasMoutawwakil, marcsun13, medmekk

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Apr 29, 2025

• 44

upvoted a paper 12 months ago

Scaling Law for Quantization-Aware Training

Paper • 2505.14302 • Published May 20, 2025 • 77

upvoted an article over 1 year ago

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Article

Mixture of Experts Explained

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• +4

osanseviero, lewtun, philschmid, smangrul, ybelkada, pcuenq

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Dec 11, 2023

• 1.13k

upvoted a paper over 1 year ago

PrefixQuant: Static Quantization Beats Dynamic through Prefixed Outliers in LLMs

Paper • 2410.05265 • Published Oct 7, 2024 • 33