wenhua cheng's picture

wenhua cheng

wenhuach

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wenhuach21

AI & ML interests

Model Compression, CV

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reacted to their post with 🔥 2 days ago

🚀 SignRoundV2 for LLM quantization: PTQ-level cost, QAT-level accuracy — yes, even at 2 bits. https://huggingface.co/papers/2512.04746

new activity 2 days ago

Intel/DeepSeek-R1-0528-Qwen3-8B-int4-AutoRound:Improve model card: Add pipeline tag, library name, and update paper/citation

authored a paper 4 days ago

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

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