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"

31 / 81 papers shown

Title
$M$^{2}$Chat: Empowering VLM for Multimodal LLM Interleaved Text-Image Generation$ M $^{2}$ Chat: Empowering VLM for Multimodal LLM Interleaved Text-Image Generation Xiaowei Chi Rongyu Zhang Zhengkai Jiang Yijiang Liu Ziyi Lin ... Chaoyou Fu Peng Gao Shanghang Zhang Qi-fei Liu Yi-Ting Guo MLLM 22 1 0 29 Nov 2023
LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models Yanwei Li Chengyao Wang Jiaya Jia VLM MLLM 4 259 0 28 Nov 2023
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training Cheng Tan Jingxuan Wei Zhangyang Gao Linzhuang Sun Siyuan Li Ruifeng Guo Xihong Yang Stan Z. Li LRM 6 7 0 23 Nov 2023
SiRA: Sparse Mixture of Low Rank Adaptation Yun Zhu Nevan Wichers Chu-Cheng Lin Xinyi Wang Tianlong Chen ... Han Lu Canoee Liu Liangchen Luo Jindong Chen Lei Meng MoE 11 27 0 15 Nov 2023
JudgeLM: Fine-tuned Large Language Models are Scalable Judges Lianghui Zhu Xinggang Wang Xinlong Wang ELM ALM 54 103 0 26 Oct 2023
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models Jung Hwan Heo Jeonghoon Kim Beomseok Kwon Byeongwook Kim Se Jung Kwon Dongsoo Lee MQ 31 9 0 27 Sep 2023
Bridging Zero-shot Object Navigation and Foundation Models through Pixel-Guided Navigation Skill Wenzhe Cai Siyuan Huang Guangran Cheng Yuxing Long Peng Gao Changyin Sun Hao Dong LM&Ro 6 39 0 19 Sep 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 14 40 0 01 Aug 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming Yang F. Khan VLM 13 116 0 25 Jul 2023
BuboGPT: Enabling Visual Grounding in Multi-Modal LLMs Yang Zhao Zhijie Lin Daquan Zhou Zilong Huang Jiashi Feng Bingyi Kang MLLM 10 106 0 17 Jul 2023
Linear Alignment of Vision-language Models for Image Captioning Fabian Paischer M. Hofmarcher Sepp Hochreiter Thomas Adler CLIP VLM 26 0 0 10 Jul 2023
GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest Shilong Zhang Pei Sun Shoufa Chen Min Xiao Wenqi Shao Wenwei Zhang Yu Liu Kai-xiang Chen Ping Luo VLM MLLM 71 222 0 07 Jul 2023
Visual Instruction Tuning with Polite Flamingo Delong Chen Jianfeng Liu Wenliang Dai Baoyuan Wang MLLM 12 40 0 03 Jul 2023
JourneyDB: A Benchmark for Generative Image Understanding Keqiang Sun Junting Pan Yuying Ge Hao Li Haodong Duan ... Yi Wang Jifeng Dai Yu Qiao Limin Wang Hongsheng Li 20 100 0 03 Jul 2023
Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions Weizhen He Yihe Deng Shixiang Tang Qihao Chen Qingsong Xie ... Feng Zhu Rui Zhao Wanli Ouyang Donglian Qi Yunfeng Yan 62 18 0 13 Jun 2023
Valley: Video Assistant with Large Language model Enhanced abilitY Ruipu Luo Ziwang Zhao Min Yang Junwei Dong Da Li Pengcheng Lu Tao Wang Linmei Hu Ming-Hui Qiu MLLM 16 185 0 12 Jun 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 20 285 0 18 May 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 86 11 0 03 Mar 2023
Retrieval Augmented Visual Question Answering with Outside Knowledge Weizhe Lin Bill Byrne RALM 74 68 0 07 Oct 2022
MaPLe: Multi-modal Prompt Learning Muhammad Uzair Khattak H. Rasheed Muhammad Maaz Salman Khan F. Khan VPVLM VLM 178 521 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 A. Kalyan ELM ReLM LRM 198 1,089 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 301 11,730 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 212 335 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 380 4,010 0 28 Jan 2022
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Bin Cui Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 158 428 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 170 281 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 228 780 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 187 159 0 12 Oct 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 319 2,108 0 02 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 275 3,784 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 273 845 0 17 Feb 2021