Zobrazeno 1 - 10
of 2 209
pro vyhledávání: '"Zhang, ZiLi"'
Autor:
Zhong, Yinmin, Zhang, Zili, Wu, Bingyang, Liu, Shengyu, Chen, Yukun, Wan, Changyi, Hu, Hanpeng, Xia, Lei, Ming, Ranchen, Zhu, Yibo, Jin, Xin
Reinforcement Learning from Human Feedback (RLHF) enhances the alignment between LLMs and human preference. The workflow of RLHF typically involves several models and tasks in a series of distinct stages. Existing RLHF training systems view each task
Externí odkaz:
http://arxiv.org/abs/2409.13221
Autor:
Zhang, Zili, Zhong, Yinmin, Ming, Ranchen, Hu, Hanpeng, Sun, Jianjian, Ge, Zheng, Zhu, Yibo, Jin, Xin
Multimodal large language models (LLMs) have demonstrated significant potential in a wide range of AI applications. Yet, training multimodal LLMs suffers from low efficiency and scalability, due to the inherent model heterogeneity and data heterogene
Externí odkaz:
http://arxiv.org/abs/2408.04275
Retrieval-Augmented Generation (RAG) has shown significant improvements in various natural language processing tasks by integrating the strengths of large language models (LLMs) and external knowledge databases. However, RAG introduces long sequence
Externí odkaz:
http://arxiv.org/abs/2404.12457
Autor:
Bi, Zhangqian, Wan, Yao, Wang, Zheng, Zhang, Hongyu, Guan, Batu, Lu, Fangxin, Zhang, Zili, Sui, Yulei, Jin, Hai, Shi, Xuanhua
Large Language Models (LLMs) have shown remarkable progress in automated code generation. Yet, LLM-generated code may contain errors in API usage, class, data structure, or missing project-specific information. As much of this project-specific contex
Externí odkaz:
http://arxiv.org/abs/2403.16792
Autor:
Zhang, Zili
We initiate a systematic construction of real analytic Lagrangian fibrations from integer matrices. We prove that when the matrix is of full column rank, the perverse filtration associated with the Lagrangian fibration matches the mixed Hodge-theoret
Externí odkaz:
http://arxiv.org/abs/2309.06243
Publikováno v:
IEEE Transactions on Power Electronics 38 (2023) 11102-11112
A three-phase isolated AC-DC-DC power supply is widely used in the industrial field due to its attractive features such as high-power density, modularity for easy expansion and electrical isolation. In high-power application scenarios, it can be real
Externí odkaz:
http://arxiv.org/abs/2306.10198
Autor:
Wu, Bingyang, Zhong, Yinmin, Zhang, Zili, Liu, Shengyu, Liu, Fangyue, Sun, Yuanhang, Huang, Gang, Liu, Xuanzhe, Jin, Xin
Large language models (LLMs) power a new generation of interactive AI applications exemplified by ChatGPT. The interactive nature of these applications demands low latency for LLM inference. Existing LLM serving systems use run-to-completion processi
Externí odkaz:
http://arxiv.org/abs/2305.05920
Publikováno v:
Aslib Journal of Information Management, 2023, Vol. 76, Issue 3, pp. 498-521.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/AJIM-08-2022-0369
A time-varying bivariate copula joint model, which models the repeatedly measured longitudinal outcome at each time point and the survival data jointly by both the random effects and time-varying bivariate copulas, is proposed in this paper. A regula
Externí odkaz:
http://arxiv.org/abs/2209.04787