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wenhua cheng's picture
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wenhua cheng

wenhuach
ahmedyusuf7244's profile picture angt's profile picture webxos's profile picture
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  • wenhuach21

AI & ML interests

Model Compression, CV

Recent Activity

liked a model about 21 hours ago
Intel/Step-3.5-Flash-int4-mixed-AutoRound
new activity 2 days ago
Intel/Qwen3.5-122B-A10B-int4-AutoRound:Does the A100 work?
new activity 9 days ago
Intel/Qwen3.5-35B-A3B-int4-AutoRound:Thanks! And MTP key question
View all activity

Organizations

Intel's profile picture Need4Speed's profile picture Qwen's profile picture

authored a paper 3 months ago

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

Paper • 2512.04746 • Published Dec 4, 2025 • 14
authored 2 papers over 2 years ago

TEQ: Trainable Equivalent Transformation for Quantization of LLMs

Paper • 2310.10944 • Published Oct 17, 2023 • 10

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

Paper • 2309.05516 • Published Sep 11, 2023 • 11
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