HYDRA: Model Factorization Framework for Black-Box LLM Personalization

HYDRA: Model Factorization Framework for Black-Box LLM Personalization

5 June 2024

Chao Zhang

Bo Dai

Papers citing "HYDRA: Model Factorization Framework for Black-Box LLM Personalization"

9 / 9 papers shown

Title
Personalize Your LLM: Fake it then Align it Yijing Zhang Dyah Adila Changho Shin Frederic Sala 81 0 0 02 Mar 2025
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models Ran Xu Hejie Cui Yue Yu Xuan Kan Wenqi Shi Yuchen Zhuang Wei Jin Joyce C. Ho Carl Yang 49 12 0 28 Jan 2025
Personality Alignment of Large Language Models Minjun Zhu Linyi Yang Yue Zhang Yue Zhang ALM 39 5 0 21 Aug 2024
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Hang Wu Carl Yang M. D. Wang MedIm LM&MA 25 3 0 05 May 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning Zhaoxuan Tan Qingkai Zeng Yijun Tian Zheyuan Liu Bing Yin Meng-Long Jiang 101 44 0 06 Feb 2024
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning Yue Yu Jiaming Shen Tianqi Liu Zhen Qin Jing Nathan Yan Jialu Liu Chao Zhang Michael Bendersky 24 6 0 13 Nov 2023
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models Chris Richardson Yao Zhang Kellen Gillespie Sudipta Kar Arshdeep Singh Zeynab Raeesy Omar Zia Khan A. Sethy RALM 11 3 0 30 Oct 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 273 1,561 0 18 Sep 2019