wenhua cheng

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upvoted an article 25 days ago

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Article

Welcome Gemma 4: Frontier multimodal intelligence on device

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• +5

merve, pcuenq, sergiopaniego, burtenshaw, Steveeeeeeen, alvarobartt, SaylorTwift

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Apr 2

• 910

upvoted 3 articles 6 months ago

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Article

Fixing Gradient Accumulation

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• +4

lysandre, ArthurZ, muellerzr, ydshieh, BenjaminB, pcuenq

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Oct 16, 2024

• 66

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Article

Understanding InstaFlow/Rectified Flow

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Isamu136

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Oct 6, 2023

• 37

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Article

The Annotated Diffusion Model

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nielsr, kashif

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Jun 7, 2022

• 362

upvoted a paper 7 months ago

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

Paper • 2512.04746 • Published Dec 4, 2025 • 15

upvoted an article about 1 year 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

• 45

upvoted 3 collections over 1 year ago

QWEN-AutoRound

Collection

19 items • Updated Mar 2 • 3

VLMs-AutoRound

Collection

23 items • Updated May 27, 2025 • 3

Llama-AutoRound

Collection

10 items • Updated Dec 30, 2024 • 3

upvoted a paper over 2 years ago

Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs

Paper • 2309.05516 • Published Sep 11, 2023 • 13