Zobrazeno 1 - 10
of 175
pro vyhledávání: '"Wei, Jianyu"'
Autor:
Mo, Zhiwen, Wang, Lei, Wei, Jianyu, Zeng, Zhichen, Cao, Shijie, Ma, Lingxiao, Jing, Naifeng, Cao, Ting, Xue, Jilong, Yang, Fan, Yang, Mao
As large language model (LLM) inference demands ever-greater resources, there is a rapid growing trend of using low-bit weights to shrink memory usage and boost inference efficiency. However, these low-bit LLMs introduce the need for mixed-precision
Externí odkaz:
http://arxiv.org/abs/2408.06003
The deployment of Large Language Models (LLMs) on edge devices is increasingly important to enhance on-device intelligence. Weight quantization is crucial for reducing the memory footprint of LLMs on devices. However, low-bit LLMs necessitate mixed p
Externí odkaz:
http://arxiv.org/abs/2407.00088
Large language models (LLMs) show great performance in various tasks, but face deployment challenges from limited memory capacity and bandwidth. Low-bit weight quantization can save memory and accelerate inference. Although floating-point (FP) format
Externí odkaz:
http://arxiv.org/abs/2311.01792
Large language models (LLMs) based on transformers have made significant strides in recent years, the success of which is driven by scaling up their model size. Despite their high algorithmic performance, the computational and memory requirements of
Externí odkaz:
http://arxiv.org/abs/2308.12066
Publikováno v:
In Physical Communication October 2024 66
Publikováno v:
In Gastrointestinal Endoscopy May 2024
Autor:
Wang Xiaozhuo, Wei Jianyu
Publikováno v:
Applied Mathematics and Nonlinear Sciences, Vol 9, Iss 1 (2024)
In the face of rapid advances in face forgery technology, effective detection methods have become crucial to maintain the authenticity of digital media. Deep learning technology has provided new strategies for recognizing and preventing face forgery
Externí odkaz:
https://doaj.org/article/bc0f85e711884b55a6b93626528e998a
Akademický článek
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Autor:
QI SHI, ZHANG JILI, LUAN XINBO, LI JUNLIN, HE ZIKANG, LONG JUNRU, XU MENGYUN, LI PING, CHEN ZEPENG, WEI JIANYU, YAN JIAN
Publikováno v:
Polish Journal of Microbiology, Vol 72, Iss 1, Pp 47-60 (2023)
For decades chlorine dioxide has been used in water disinfection with excellent results. As the scope of application expands, chlorine dioxide has the potential for soil disinfection. We used amplicon sequencing and gas chromatography-mass spectromet
Externí odkaz:
https://doaj.org/article/94cd73d1a7a44935b2a644b20d2ce251
Publikováno v:
In Computer Communications 1 September 2023 209:283-301