Qwen Technical Report

28 September 2023

Jinze Bai

Shuai Bai

Yunfei Chu

Zeyu Cui

Kai Dang

Xiaodong Deng

Yang Fan

Wenbin Ge

Yu Han

Fei Huang

Binyuan Hui

Luo Ji

Mei Li

Junyang Lin

Runji Lin

Dayiheng Liu

Gao Liu

Chengqiang Lu

Keming Lu

Jianxin Ma

Rui Men

Xingzhang Ren

Xuancheng Ren

Chuanqi Tan

Sinan Tan

Jianhong Tu

Peng Wang

Shijie Wang

Wei Wang

Shengguang Wu

Benfeng Xu

Jin Xu

An Yang

Hao Yang

Jian Yang

Shusheng Yang

Yang Yao

Bowen Yu

Hongyi Yuan

Zheng Yuan

Jianwei Zhang

Xinyu Zhang

Yichang Zhang

Zhenru Zhang

Chang Zhou

Jingren Zhou

Xiaohuan Zhou

Tianhang Zhu

OSLM

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Title
A Survey on Federated Fine-tuning of Large Language Models Yebo Wu Chunlin Tian Jingguang Li He Sun Kahou Tam Li Li Chengzhong Xu FedML 86 0 0 15 Mar 2025
ASMA-Tune: Unlocking LLMs' Assembly Code Comprehension via Structural-Semantic Instruction Tuning Xinyi Wang Jiashui Wang Peng Chen Jinbo Su Yanming Liu Long Liu Yangdong Wang Qiyuan Chen Kai Yun Chunfu Jia 42 0 0 14 Mar 2025
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers Weiming Ren Wentao Ma Huan Yang Cong Wei Ge Zhang Wenhu Chen Mamba 65 3 0 14 Mar 2025
Safe-VAR: Safe Visual Autoregressive Model for Text-to-Image Generative Watermarking Ziyi Wang Songbai Tan Gang Xu Xuerui Qiu Hongbin Xu Xin Meng Ming Li Fei Richard Yu WIGM 63 0 0 14 Mar 2025
SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion A. Nassar Andres Marafioti Matteo Omenetti Maksym Lysak Nikolaos Livathinos ... Yusik Kim A. Said Gurbuz Michele Dolfi Miquel Farré Peter W. J. Staar 61 3 0 14 Mar 2025
StepMathAgent: A Step-Wise Agent for Evaluating Mathematical Processes through Tree-of-Error Steve Yang C. Wang Yidong Wang Xiaotao Gu Minlie Huang J. Tang LRM LLMAG 64 0 0 13 Mar 2025
VisualPRM: An Effective Process Reward Model for Multimodal Reasoning Weiyun Wang Zhangwei Gao L. Chen Zhe Chen Jinguo Zhu ... Lewei Lu Haodong Duan Yu Qiao Jifeng Dai Wenhai Wang LRM 68 11 0 13 Mar 2025
NeurIPS 2023 LLM Efficiency Fine-tuning Competition Mark Saroufim Yotam Perlitz Leshem Choshen Luca Antiga Greg Bowyer ... Ashvini Kumar Jindal Pawan Kumar Rajpoot Ankur Parikh Joe Isaacson Weiwei Yang ELM 54 0 0 13 Mar 2025
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models Wanhua Li Renping Zhou Jiawei Zhou Yingwei Song Johannes Herter Minghan Qin Gao Huang Hanspeter Pfister 3DGS VLM 66 0 0 13 Mar 2025
TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction Xuying Zhang Yutong Liu Yangguang Li Renrui Zhang Yong Liu ... Wanli Ouyang Zhiwei Xiong Peng Gao Qibin Hou Ming-Ming Cheng 127 3 0 13 Mar 2025
Transformers without Normalization Jiachen Zhu Xinlei Chen Kaiming He Yann LeCun Zhuang Liu ViT OffRL 65 7 0 13 Mar 2025
ExtremeAIGC: Benchmarking LMM Vulnerability to AI-Generated Extremist Content Bhavik Chandna Mariam Aboujenane Usman Naseem 60 0 0 13 Mar 2025
DAVE: Diagnostic benchmark for Audio Visual Evaluation Gorjan Radevski Teodora Popordanoska Matthew B. Blaschko Tinne Tuytelaars 63 0 0 12 Mar 2025
Multi-Cue Adaptive Visual Token Pruning for Large Vision-Language Models Bozhi Luan Wengang Zhou Hao Feng Zhe Wang Xiaosong Li Yiming Li VLM 65 0 0 11 Mar 2025
RAG-Adapter: A Plug-and-Play RAG-enhanced Framework for Long Video Understanding Xichen Tan Yunfan Ye Yuanjing Luo Qian Wan Fang Liu Zhiping Cai VLM 72 1 0 11 Mar 2025
DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process Minjun Zhu Yixuan Weng Linyi Yang Yue Zhang ALM LRM 68 3 0 11 Mar 2025
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness Ce Guo Tong Zhao 61 1 0 11 Mar 2025
CoT-Drive: Efficient Motion Forecasting for Autonomous Driving with LLMs and Chain-of-Thought Prompting Haicheng Liao Hanlin Kong Bonan Wang Chengyue Wang Wang Ye Zhengbing He Chengzhong Xu Zehan Li 62 4 0 10 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 72 3 0 10 Mar 2025
Boosting the Generalization and Reasoning of Vision Language Models with Curriculum Reinforcement Learning Huilin Deng Ding Zou Rui Ma Hongchen Luo Yang Cao Yu Kang LRM VLM 60 8 0 10 Mar 2025
AI-driven control of bioelectric signalling for real-time topological reorganization of cells Gonçalo Hora de Carvalho AI4CE 48 0 0 10 Mar 2025
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL Yingzhe Peng Gongrui Zhang Miaosen Zhang Zhiyuan You Jie Liu Qipeng Zhu Kai Yang Xingzhong Xu Xin Geng Xu Yang LRM ReLM 90 34 0 10 Mar 2025
A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis Xiang Liu Zhaoxiang Liu Huan Hu Zezhou Chen Kohou Wang Ning Wang Kai Wang 43 1 0 10 Mar 2025
REF-VLM: Triplet-Based Referring Paradigm for Unified Visual Decoding Yan Tai Luhao Zhu Zhiqiang Chen Ynan Ding Yiying Dong Xiaohong Liu Guodong Guo MLLM ObjD 54 0 0 10 Mar 2025
Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning Jiazheng Liu Sipeng Zheng Börje F. Karlsson Zongqing Lu 34 0 0 10 Mar 2025
V2Flow: Unifying Visual Tokenization and Large Language Model Vocabularies for Autoregressive Image Generation Guiwei Zhang Tianyu Zhang Mohan Zhou Yalong Bai Biye Li 66 0 0 10 Mar 2025
Evaluating and Aligning Human Economic Risk Preferences in LLMs Jiaheng Liu Yi Yang Kar Yan Tam 67 0 0 09 Mar 2025
GenAI for Simulation Model in Model-Based Systems Engineering Lin Zhang Y. Zhang Dusit Niyato Lei Ren Pengfei Gu Zhen Chen Y. Laili Wentong Cai Agostino Bruzzone AI4CE 41 0 0 09 Mar 2025
Evaluation of Safety Cognition Capability in Vision-Language Models for Autonomous Driving Enming Zhang Peizhe Gong Xingyuan Dai Yisheng Lv Q. Miao MLLM ELM 65 1 0 09 Mar 2025
Unlocking Pretrained LLMs for Motion-Related Multimodal Generation: A Fine-Tuning Approach to Unify Diffusion and Next-Token Prediction Shinichi Tanaka Zhao Wang Yoichi Kato Jun Ohya DiffM 51 0 0 08 Mar 2025
Revealing Hidden Mechanisms of Cross-Country Content Moderation with Natural Language Processing Neemesh Yadav Jiarui Liu Francesco Ortu Roya Ensafi Zhijing Jin Rada Mihalcea 41 0 0 07 Mar 2025
Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models Benyamin Jamialahmadi Parsa Kavehzadeh Mehdi Rezagholizadeh Parsa Farinneya Hossein Rajabzadeh A. Jafari Boxing Chen Marzieh S. Tahaei 42 0 0 06 Mar 2025
PP-DocBee: Improving Multimodal Document Understanding Through a Bag of Tricks Feng Ni Kui Huang Yao Lu Wenyu Lv Guanzhong Wang Zeyu Chen Yong-Jin Liu VLM 53 0 0 06 Mar 2025
A Benchmark for Multi-Lingual Vision-Language Learning in Remote Sensing Image Captioning Qing Zhou Tao Yang Junyu Gao W. Ni Junzheng Wu Qi Wang 53 0 0 06 Mar 2025
Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation Tasks Zihao Zhao Chenxiao Fan Chongming Gao Fuli Feng Xiangnan He LM&MA AI4MH 80 0 0 05 Mar 2025
Trim My View: An LLM-Based Code Query System for Module Retrieval in Robotic Firmware Sima Arasteh Pegah Jandaghi Nicolaas Weideman Dennis Perepech Mukund Raghothaman Christophe Hauser Luis Garcia 204 0 0 05 Mar 2025
Towards Explainable Doctor Recommendation with Large Language Models Ziyang Zeng Dongyuan Li Yuqing Yang LM&MA AI4TS 68 0 0 04 Mar 2025
IterPref: Focal Preference Learning for Code Generation via Iterative Debugging Jie Wu Haoling Li Xin Zhang Jianwen Luo Yangyu Huang Ruihang Chu Yuqing Yang Scarlett Li 75 0 0 04 Mar 2025
PanguIR Technical Report for NTCIR-18 AEOLLM Task Lang Mei Chong Chen Jiaxin Mao ALM 55 1 0 04 Mar 2025
DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models Y. Huang Peng Ye Chenyu Huang Jianjian Cao Lin Zhang Baopu Li Gang Yu Tao Chen MoMe MoE 61 1 0 03 Mar 2025
A Zero-Shot Learning Approach for Ephemeral Gully Detection from Remote Sensing using Vision Language Models Seyed Mohamad Ali Tousi Ramy M. A. Farag Jacket Demby's Gbenga Omotara John A. Lory Guilherme N. DeSouza 181 0 0 03 Mar 2025
GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development Leming Shen Qiang Yang Xinyu Huang Zijing Ma Yuanqing Zheng 27 1 0 02 Mar 2025
How Deep is Love in LLMs' Hearts? Exploring Semantic Size in Human-like Cognition Yao Yao Yifei Yang Xinbei Ma Dongjie Yang Zhuosheng Zhang Zuchao Li Hai Zhao 36 0 0 01 Mar 2025
RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete Yuheng Ji Huajie Tan Jiayu Shi Xiaoshuai Hao Yuan Zhang ... Huaihai Lyu Xiaolong Zheng Jiaming Liu Zhongyuan Wang Shanghang Zhang 102 8 0 28 Feb 2025
Retrieval Backward Attention without Additional Training: Enhance Embeddings of Large Language Models via Repetition Yifei Duan Raphael Shang Deng Liang Yongqiang Cai 87 0 0 28 Feb 2025
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing Xiang Xiang Zhuo Xu Yao Deng Qinhao Zhou Yifan Liang Ke Chen Qingfang Zheng Yaowei Wang Xilin Chen Wen Gao VLM 48 0 0 28 Feb 2025
Set-Theoretic Compositionality of Sentence Embeddings Naman Bansal Yash Mahajan Sanjeev Kumar Sinha S. Karmaker CoGe 77 0 0 28 Feb 2025
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation Haitao Li Y. Chen Yiran Hu Qingyao Ai Junjie Chen Xiaoyu Yang J. Yang Yueyue Wu Zeyang Liu Yong-Jin Liu AILaw RALM ELM 64 0 0 28 Feb 2025
Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow Jiaqi Bai Hongcheng Guo Zhongyuan Peng Jian Yang Zhiyu Li Mingze Li Zhihong Tian VLM 62 0 0 28 Feb 2025
Can Large Language Models Unveil the Mysteries? An Exploration of Their Ability to Unlock Information in Complex Scenarios Chao Wang Luning Zhang Ziyi Wang Yang Zhou ELM VLM LRM 60 1 0 27 Feb 2025