CombLM: Adapting Black-Box Language Models through Small Fine-Tuned Models

23 May 2023

Papers citing "CombLM: Adapting Black-Box Language Models through Small Fine-Tuned Models"

19 / 19 papers shown

Title
Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks Yang Liu Bingjie Yan Tianyuan Zou Jianqing Zhang Zixuan Gu ... Jiyang Li Xiaozhou Ye Ye Ouyang Qiang Yang Wenjie Qu ALM 245 1 0 24 Apr 2025
Universal Cross-Tokenizer Distillation via Approximate Likelihood Matching Benjamin Minixhofer Ivan Vulić Edoardo Ponti 241 0 0 25 Mar 2025
G-Boost: Boosting Private SLMs with General LLMs Yijiang Fan Yuren Mao Longbin Lai Ying Zhang Zhengping Qian Yunjun Gao 46 0 0 13 Mar 2025
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches Rana Muhammad Shahroz Khan Pingzhi Li Sukwon Yun Zhenyu Wang S. Nirjon Chau-Wai Wong Tianlong Chen KELM 43 2 0 08 Oct 2024
FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devices Zhidong Gao Yu Zhang Zhenxiao Zhang Yanmin Gong Yuanxiong Guo 23 0 0 01 Oct 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 59 18 0 08 Jul 2024
Learning to Correct for QA Reasoning with Black-box LLMs Jaehyung Kim Dongyoung Kim Yiming Yang LRM 50 3 0 26 Jun 2024
HYDRA: Model Factorization Framework for Black-Box LLM Personalization Yuchen Zhuang Haotian Sun Yue Yu Rushi Qiang Qifan Wang Chao Zhang Bo Dai AAML 56 16 0 05 Jun 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 55 18 0 05 May 2024
Offset Unlearning for Large Language Models James Y. Huang Wenxuan Zhou Fei Wang Fred Morstatter Sheng Zhang Hoifung Poon Muhao Chen MU 35 14 0 17 Apr 2024
Learning to Decode Collaboratively with Multiple Language Models Zejiang Shen Hunter Lang Bailin Wang Yoon Kim David Sontag 54 29 0 06 Mar 2024
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following Kaiyan Zhang Jianyu Wang Ermo Hua Biqing Qi Ning Ding Bowen Zhou SyDa 40 20 0 05 Mar 2024
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models Haotian Sun Yuchen Zhuang Wei Wei Chao Zhang Bo Dai 27 3 0 13 Feb 2024
Weak-to-Strong Jailbreaking on Large Language Models Xuandong Zhao Xianjun Yang Tianyu Pang Chao Du Lei Li Yu-Xiang Wang William Y. Wang 34 55 0 30 Jan 2024
Tuning Language Models by Proxy Alisa Liu Xiaochuang Han Yizhong Wang Yulia Tsvetkov Yejin Choi Noah A. Smith ALM 43 46 0 16 Jan 2024
On-the-Fly Fusion of Large Language Models and Machine Translation Hieu T. Hoang Huda Khayrallah Marcin Junczys-Dowmunt 41 3 0 14 Nov 2023
Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor Sangwon Yu Changmin Lee Hojin Lee Sungroh Yoon 31 0 0 13 Nov 2023
Measuring the Robustness of NLP Models to Domain Shifts Nitay Calderon Naveh Porat Eyal Ben-David Alexander Chapanin Zorik Gekhman Nadav Oved Vitaly Shalumov Roi Reichart 27 7 0 31 May 2023
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 282 2,007 0 31 Dec 2020