Výsledky vyhledávání - "Cheng Wenhua"

Akademický článek

lncRNA TPT1-AS1 promotes cell migration and invasion in esophageal squamous-cell carcinomas by regulating the miR-26a/HMGA1 axis

Autor: Cheng Wenhua, Yang Fang, Ma Yong

Publikováno v: Open Medicine, Vol 18, Iss 1, Pp 394-424 (2023)

lncRNA TPT1-AS1 plays an oncogenic role in ovarian and cervical cancers. However, its involvement in the pathological progress of esophageal squamous-cell carcinomas (ESCCs) is unclear. lncRNA TPT1-AS1 was mainly localized in the cytoplasm of ESCC ce

Externí odkaz: https://doaj.org/article/07a69ebaf6154b2d9b969a25d0962640

Zobrazit plný text záznamu

Report

TEQ: Trainable Equivalent Transformation for Quantization of LLMs

Autor: Cheng, Wenhua, Cai, Yiyang, Lv, Kaokao, Shen, Haihao

As large language models (LLMs) become more prevalent, there is a growing need for new and improved quantization methods that can meet the computationalast layer demands of these modern architectures while maintaining the accuracy. In this paper, we

Externí odkaz: http://arxiv.org/abs/2310.10944

Zobrazit plný text záznamu

Report

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

Autor: Cheng, Wenhua, Zhang, Weiwei, Shen, Haihao, Cai, Yiyang, He, Xin, Lv, Kaokao, Liu, Yi

Large Language Models (LLMs) have demonstrated exceptional proficiency in language-related tasks, but their deployment poses significant challenges due to substantial memory and storage requirements. Weight-only quantization has emerged as a promisin

Externí odkaz: http://arxiv.org/abs/2309.05516

Zobrazit plný text záznamu