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Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs
Wenhua Cheng
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Weiwei Zhang
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Haihao Shen
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Yiyang Cai
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Xin He
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Lv Kaokao
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Yi Liu
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Paper Details:
Month: November
Year: 2024
Location: Miami, Florida, USA
Venue:
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https://github.com/intel/auto-round
https://github.com/IST-DASLab/gptq
https://huggingface.co/datasets/NeelNanda/
https://openreview.net/forum?id=-tYCaP0phY_
https://github.com/quic/aimet
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