LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

28 March 2023

Yu Qiao

Papers citing "LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention"

38 / 588 papers shown

Title
Small Language Models Improve Giants by Rewriting Their Outputs Giorgos Vernikos Arthur Bravzinskas Jakub Adamek Jonathan Mallinson Aliaksei Severyn Eric Malmi BDL LRM 30 14 0 22 May 2023
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction Siyu Yuan Jiangjie Chen Xuyang Ge Yanghua Xiao Deqing Yang 33 7 0 22 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 41 6 0 21 May 2023
Instruct2Act: Mapping Multi-modality Instructions to Robotic Actions with Large Language Model Siyuan Huang Zhengkai Jiang Hao Dong Yu Qiao Peng Gao Hongsheng Li LM&Ro 27 93 0 18 May 2023
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities Dong Zhang Shimin Li Xin Zhang Jun Zhan Pengyu Wang Yaqian Zhou Xipeng Qiu AuLLM MLLM 62 293 0 18 May 2023
Listen, Think, and Understand Yuan Gong Hongyin Luo Alexander H. Liu Leonid Karlinsky James R. Glass ELM MLLM LRM 40 136 0 18 May 2023
BAD: BiAs Detection for Large Language Models in the context of candidate screening N. Koh Joseph Plata Joyce Chai 18 6 0 17 May 2023
Dual Use Concerns of Generative AI and Large Language Models A. Grinbaum Laurynas Adomaitis MedIm AI4CE 31 14 0 13 May 2023
Towards Building the Federated GPT: Federated Instruction Tuning Jianyi Zhang Saeed Vahidian Martin Kuo Chunyuan Li Ruiyi Zhang Tong Yu Yufan Zhou Guoyin Wang Yiran Chen ALM FedML 35 111 0 09 May 2023
Otter: A Multi-Modal Model with In-Context Instruction Tuning Bo-wen Li Yuanhan Zhang Liangyu Chen Jinghao Wang Jingkang Yang Ziwei Liu MLLM 48 504 0 05 May 2023
LMEye: An Interactive Perception Network for Large Language Models Yunxin Li Baotian Hu Xinyu Chen Lin Ma Yong-mei Xu Mengdi Zhang MLLM VLM 33 24 0 05 May 2023
T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Mixed Large Language Model Signals for Science Question Answering Lei Wang Yilang Hu Jiabang He Xingdong Xu Ning Liu Hui-juan Liu Hengtao Shen LRM MLLM 31 41 0 05 May 2023
Personalize Segment Anything Model with One Shot Renrui Zhang Zhengkai Jiang Ziyu Guo Shilin Yan Junting Pan Xianzheng Ma Hao Dong Peng Gao Hongsheng Li MLLM VLM 36 207 0 04 May 2023
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model Peng Gao Jiaming Han Renrui Zhang Ziyi Lin Shijie Geng ... Pan Lu Conghui He Xiangyu Yue Hongsheng Li Yu Qiao MLLM 38 550 0 28 Apr 2023
MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models Deyao Zhu Jun Chen Xiaoqian Shen Xiang Li Mohamed Elhoseiny VLM MLLM 55 1,899 0 20 Apr 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models Pan Lu Baolin Peng Hao Cheng Michel Galley Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Jianfeng Gao KELM MLLM LRM 52 301 0 19 Apr 2023
Visual Instruction Tuning Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 121 4,293 0 17 Apr 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 162 579 0 06 Apr 2023
Structured prompt interrogation and recursive extraction of semantics (SPIRES): A method for populating knowledge bases using zero-shot learning J. H. Caufield Harshad B. Hegde Vincent Emonet N. Harris marcin p. joachimiak ... Sierra A T Moxon Justin P Reese M. Haendel Peter N. Robinson Christopher J. Mungall 26 78 0 05 Apr 2023
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models Zhiqiang Hu Lei Wang Yihuai Lan Wanyu Xu Ee-Peng Lim Lidong Bing Xing Xu Soujanya Poria Roy Ka-Wei Lee ALM 42 233 0 04 Apr 2023
Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement Xiang-yu Zhu Renrui Zhang Bowei He A-Long Zhou Dong Wang Bingyan Zhao Peng Gao VLM 36 79 0 03 Apr 2023
ChatGPT is on the Horizon: Could a Large Language Model be Suitable for Intelligent Traffic Safety Research and Applications? Ou Zheng Mohamed Abdel-Aty Dongdong Wang Zijin Wang Shengxuan Ding LM&MA 27 14 0 06 Mar 2023
Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering Zhou Yu Xuecheng Ouyang Zhenwei Shao Mei Wang Jun Yu MLLM 94 11 0 03 Mar 2023
Multimodal Chain-of-Thought Reasoning in Language Models Zhuosheng Zhang Aston Zhang Mu Li Hai Zhao George Karypis Alexander J. Smola LRM 30 404 0 02 Feb 2023
Face Generation and Editing with StyleGAN: A Survey Andrew Melnik Maksim Miasayedzenkau Dzianis Makaravets Dzianis Pirshtuk Eren Akbulut Dennis Holzmann Tarek Renusch Gustav Reichert Helge J. Ritter CVBM 27 40 0 18 Dec 2022
Retrieval Augmented Visual Question Answering with Outside Knowledge Weizhe Lin Bill Byrne RALM 74 69 0 07 Oct 2022
MaPLe: Multi-modal Prompt Learning Muhammad Uzair Khattak H. Rasheed Muhammad Maaz Salman Khan Fahad Shahbaz Khan VPVLM VLM 212 531 0 06 Oct 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 211 1,106 0 20 Sep 2022
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 330 11,953 0 04 Mar 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts Stephen H. Bach Victor Sanh Zheng-Xin Yong Albert Webson Colin Raffel ... Khalid Almubarak Xiangru Tang Dragomir R. Radev Mike Tian-Jian Jiang Alexander M. Rush VLM 225 338 0 02 Feb 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 392 4,137 0 28 Jan 2022
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Tengjiao Wang Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 175 435 0 04 Dec 2021
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling Renrui Zhang Rongyao Fang Wei Zhang Peng Gao Kunchang Li Jifeng Dai Yu Qiao Hongsheng Li VLM 194 385 0 06 Nov 2021
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 238 806 0 14 Oct 2021
FILM: Following Instructions in Language with Modular Methods So Yeon Min Devendra Singh Chaplot Pradeep Ravikumar Yonatan Bisk Ruslan Salakhutdinov LM&Ro 214 159 0 12 Oct 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 348 2,271 0 02 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 293 1,084 0 17 Feb 2021