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wenhua cheng

wenhuach

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wenhuach21

AI & ML interests

Model Compression, CV

Recent Activity

new activity about 22 hours ago

Intel/MiroThinker-v1.5-30B-gguf-q2ks-mixed-AutoRound:Correct metadata, add library name, and link SignRoundV2 paper

new activity about 22 hours ago

Intel/Qwen3.6-27B-int4-AutoRound:Why delete Intel/Qwen3.6-35B-A3B-int4-AutoRound?

new activity 11 days ago

Intel/Qwen3.6-35B-A3B-int4-mixed-AutoRound:it can use dflash directly with z-lab/Qwen3.6-35B-A3B-Dflash

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Posts 15

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3007

🚀 SignRoundV2 for LLM quantization: PTQ-level cost, QAT-level accuracy — yes, even at 2 bits.

SignRoundV2: Closing the Performance Gap in Extremely Low-Bit Post-Training Quantization for LLMs (2512.04746)

Articles 1

Article

44

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

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Papers 3

arxiv:2512.04746

arxiv:2310.10944

arxiv:2309.05516

models 0

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datasets 0

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