On-Device Language Models: A Comprehensive Review

On-Device Language Models: A Comprehensive Review

26 August 2024

Zhiyuan Li

Wei Chen

Qun Wang

Papers citing "On-Device Language Models: A Comprehensive Review"

12 / 12 papers shown

Title
On-Device LLM for Context-Aware Wi-Fi Roaming Ju-Hyung Lee Yanqing Lu 14 0 0 07 May 2025
PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing Cheng Deng Luoyang Sun Jiwen Jiang Yongcheng Zeng Xinjian Wu ... Haoyang Li Lei Chen Lionel M. Ni H. Zhang Jun Wang 64 0 0 15 Mar 2025
Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet Berk Atil Vipul Gupta Sarkar Snigdha Sarathi Das R. Passonneau 71 0 0 07 Feb 2025
Small Language Models: Survey, Measurements, and Insights Zhenyan Lu Xiang Li Dongqi Cai Rongjie Yi Fangming Liu Xiwen Zhang Nicholas D. Lane Mengwei Xu ObjD LRM 47 31 0 24 Sep 2024
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools Team GLM : Aohan Zeng Bin Xu Bowen Wang ... Zhaoyu Wang Zhen Yang Zhengxiao Du Zhenyu Hou Zihan Wang ALM 53 52 0 18 Jun 2024
DataComp-LM: In search of the next generation of training sets for language models Jeffrey Li Alex Fang Georgios Smyrnis Maor Ivgi Matt Jordan ... Alexandros G. Dimakis Y. Carmon Achal Dave Ludwig Schmidt Vaishaal Shankar ELM 29 79 0 17 Jun 2024
MELTing point: Mobile Evaluation of Language Transformers Stefanos Laskaridis Kleomenis Katevas Lorenzo Minto Hamed Haddadi 21 4 0 19 Mar 2024
DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models Xiaoyu Tian Junru Gu Bailin Li Yicheng Liu Yang Wang Chenxu Hu Kun Zhan Peng Jia Xianpeng Lang Hang Zhao VLM 65 122 0 19 Feb 2024
Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs Yeonhong Park Jake Hyun SangLyul Cho Bonggeun Sim Jae W. Lee MQ 27 16 0 16 Feb 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains Yanis Labrak Adrien Bazoge Emmanuel Morin P. Gourraud Mickael Rouvier Richard Dufour 91 188 0 15 Feb 2024
BiLLM: Pushing the Limit of Post-Training Quantization for LLMs Wei Huang Yangdong Liu Haotong Qin Ying Li Shiming Zhang Xianglong Liu Michele Magno Xiaojuan Qi MQ 77 63 0 06 Feb 2024
OLMo: Accelerating the Science of Language Models Dirk Groeneveld Iz Beltagy Pete Walsh Akshita Bhagia Rodney Michael Kinney ... Jesse Dodge Kyle Lo Luca Soldaini Noah A. Smith Hanna Hajishirzi OSLM 124 349 0 01 Feb 2024