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
SpatialLLM: From Multi-modality Data to Urban Spatial Intelligence Jiabin Chen Haiping Wang Jinpeng Li Yuan Liu Zhen Dong Bisheng Yang 154 0 0 19 May 2025
FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning Zhuozhao Hu Kaishen Yuan Xin Liu Zitong Yu Yuan Zong Jingang Shi Huanjing Yue Jingyu Yang 45 0 0 19 May 2025
Shadow-FT: Tuning Instruct via Base Taiqiang Wu Runming Yang Jiayi Li Pengfei Hu Ngai Wong Yujiu Yang 237 0 0 19 May 2025
LightRetriever: A LLM-based Hybrid Retrieval Architecture with 1000x Faster Query Inference Guangyuan Ma Yongliang Ma Xuanrui Gou Zhenpeng Su Ming Zhou Songlin Hu RALM 86 0 0 18 May 2025
SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning Yang Liu Ming Ma Xiaomin Yu Pengxiang Ding Han Zhao Mingyang Sun Siteng Huang Donglin Wang LRM 199 0 0 18 May 2025
SPIRIT: Patching Speech Language Models against Jailbreak Attacks Amirbek Djanibekov Nurdaulet Mukhituly Kentaro Inui Hanan Aldarmaki Nils Lukas AAML 87 0 0 18 May 2025
Mitigating Hallucinations via Inter-Layer Consistency Aggregation in Large Vision-Language Models Kai Tang Jinhao You Xiuqi Ge Hanze Li Yichen Guo Xiande Huang MLLM 170 0 0 18 May 2025
Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds Axel Abels Tom Lenaerts 56 0 0 18 May 2025
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Yufeng Wang Jinwu Hu Ziteng Huang Kunyang Lin Zitian Zhang ... Zhuliang Yu Bin Sun Xiaofen Xing Qingfang Zheng Mingkui Tan 57 1 0 18 May 2025
Table-R1: Region-based Reinforcement Learning for Table Understanding Zhenhe Wu Jian Yang Jiaheng Liu Xianjie Wu Changzai Pan Jie Zhang Yu Zhao Shuangyong Song Yongxiang Li Zhoujun Li LMTD LRM 74 1 0 18 May 2025
Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs Xuannan Liu Zekun Li Zheqi He Peipei Li Shuhan Xia Xing Cui Huaibo Huang Xi Yang Ran He EGVM AAML 93 1 0 17 May 2025
Search-Based Correction of Reasoning Chains for Language Models Minsu Kim Jean-Pierre Falet Oliver E. Richardson Xiaoyin Chen Moksh Jain Sungjin Ahn Sungsoo Ahn Yoshua Bengio KELM ReLM LRM 85 0 0 17 May 2025
IQBench: How "Smart'' Are Vision-Language Models? A Study with Human IQ Tests Tan-Hanh Pham Phu-Vinh Nguyen Dang The Hung Bui Trong Duong Vu Nguyen Thanh Chris Ngo Tri Quang Truong Truong-Son Hy ReLM CoGe VLM LRM 64 0 0 17 May 2025
UniMoCo: Unified Modality Completion for Robust Multi-Modal Embeddings Jiajun Qin Yuan Pu Zhuolun He Seunggeun Kim David Z. Pan Bei Yu 106 0 0 17 May 2025
Revisiting Residual Connections: Orthogonal Updates for Stable and Efficient Deep Networks Giyeong Oh Woohyun Cho Siyeol Kim Suhwan Choi Younjae Yu 62 0 0 17 May 2025
SafeVid: Toward Safety Aligned Video Large Multimodal Models Yixu Wang Jiaxin Song Yifeng Gao Xin Wang Yang Yao Yan Teng Xingjun Ma Yingchun Wang Yu-Gang Jiang 134 0 0 17 May 2025
CAMEO: Collection of Multilingual Emotional Speech Corpora Iwona Christop Maciej Czajka 100 1 0 16 May 2025
Can AI Freelancers Compete? Benchmarking Earnings, Reliability, and Task Success at Scale David Noever Forrest McKee ELM 59 0 0 16 May 2025
MoE-CAP: Benchmarking Cost, Accuracy and Performance of Sparse Mixture-of-Experts Systems Yao Fu Yao Fu Yeqi Huang Ping Nie Zhan Lu ... Dayou Du Tairan Xu Dayou Du Edoardo Ponti Luo Mai MoE 104 1 0 16 May 2025
WorldPM: Scaling Human Preference Modeling Binghai Wang Runji Lin Keming Lu Le Yu Zizhuo Zhang ... Xuanjing Huang Yu-Gang Jiang Bowen Yu Jingren Zhou Junyang Lin 106 1 0 15 May 2025
Flash-VL 2B: Optimizing Vision-Language Model Performance for Ultra-Low Latency and High Throughput Bo Zhang Shuo Li Runhe Tian Yang Yang Jixin Tang Jinhao Zhou Lin Ma VLM 74 0 0 14 May 2025
Qwen3 Technical Report An Yang A. Li Baosong Yang Beichen Zhang Binyuan Hui ... Zekun Wang Zeyu Cui Zhenru Zhang Zhenhong Zhou Zihan Qiu LLMAG OSLM LRM 113 99 0 14 May 2025
WavReward: Spoken Dialogue Models With Generalist Reward Evaluators Shengpeng Ji Tianle Liang Yongqian Li Jialong Zuo Minghui Fang ... Xize Cheng Siqi Zheng Jin Xu Junyang Lin Zhou Zhao AuLLM ALM 119 0 0 14 May 2025
VLM-KG: Multimodal Radiology Knowledge Graph Generation Abdullah Abdullah Seong Tae Kim 87 0 0 13 May 2025
CLTP: Contrastive Language-Tactile Pre-training for 3D Contact Geometry Understanding Wenxuan Ma Xiaoge Cao Yize Zhang Chaofan Zhang Shaobo Yang Peng Hao Bin Fang Yinghao Cai Shaowei Cui Shuo Wang 123 0 0 13 May 2025
Large Language Models for Computer-Aided Design: A Survey Licheng Zhang Bach Le Naveed Akhtar Siew-Kei Lam Tuan Ngo 3DV AI4CE 129 1 0 13 May 2025
Decoding Neighborhood Environments with Large Language Models Andrew Cart Shaohu Zhang Melanie Escue Xugui Zhou Haitao Zhao Prashanth BusiReddyGari Beiyu Lin Shuang Li 57 0 0 13 May 2025
Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Guang Yan Yuhui Zhang Zimu Guo Lutan Zhao Xiaojun Chen Chen Wang Wenhao Wang Dan Meng Rui Hou 74 0 0 12 May 2025
Continuous Visual Autoregressive Generation via Score Maximization Chenze Shao Fandong Meng Jie Zhou DiffM 56 1 0 12 May 2025
MilChat: Introducing Chain of Thought Reasoning and GRPO to a Multimodal Small Language Model for Remote Sensing Aybora Koksal A. Aydin Alatan LRM 59 1 0 12 May 2025
Multi-Domain Audio Question Answering Toward Acoustic Content Reasoning in The DCASE 2025 Challenge Chao-Han Huck Yang Sreyan Ghosh Qing Wang Jaeyeon Kim Hengyi Hong ... Tianyi Zhou Gunhee Kim Jun Du Rafael Valle Bryan Catanzaro 69 0 0 12 May 2025
Emotion-Qwen: Training Hybrid Experts for Unified Emotion and General Vision-Language Understanding Dawei Huang Qing Li Chuan Yan Zebang Cheng Jiaming Ji Xiang Li Yangqiu Song Xiaobei Wang Zheng Lian Xiaojiang Peng 65 1 0 10 May 2025
Defending against Indirect Prompt Injection by Instruction Detection Tongyu Wen Chenglong Wang Xiyuan Yang Haoyu Tang Yueqi Xie Lingjuan Lyu Zhicheng Dou Fangzhao Wu AAML 83 1 0 08 May 2025
Ultra-FineWeb: Efficient Data Filtering and Verification for High-Quality LLM Training Data Yun Wang Z. Fu Jie Cai Peijun Tang Hongya Lyu ... Jie Zhou Guoyang Zeng Chaojun Xiao Xu Han Zhiyuan Liu 127 1 0 08 May 2025
HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation Teng Hu Zhentao Yu Zhengguang Zhou Sen Liang Yuan Zhou Qin Lin Qinglin Lu DiffM VGen 191 6 0 07 May 2025
RobotxR1: Enabling Embodied Robotic Intelligence on Large Language Models through Closed-Loop Reinforcement Learning Liam Boyle Nicolas Baumann Paviththiren Sivasothilingam Michele Magno Luca Benini LM&Ro LRM 157 0 0 06 May 2025
Improving Model Alignment Through Collective Intelligence of Open-Source LLMS Junlin Wang Roy Xie Shang Zhu Jue Wang Ben Athiwaratkun Bhuwan Dhingra Shuaiwen Leon Song Ce Zhang James Zou ALM 73 0 0 05 May 2025
Detect, Classify, Act: Categorizing Industrial Anomalies with Multi-Modal Large Language Models Sassan Mokhtar Arian Mousakhan Silvio Galesso Jawad Tayyub Thomas Brox 127 0 0 05 May 2025
FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models Zhouliang Yu Ruotian Peng Keyi Ding Yiming Li Zhongyuan Peng ... Huajian Xin Wenjie Huang Yandong Wen Ge Zhang Weiyang Liu LRM 377 2 0 05 May 2025
SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning Jinpeng Chen Runmin Cong Yuzhi Zhao Hongzheng Yang Guangneng Hu H. Ip Sam Kwong CLL KELM 135 2 0 05 May 2025
An Empirical Study of Qwen3 Quantization Xingyu Zheng Yuye Li Haoran Chu Yue Feng Xudong Ma Jie Luo Jinyang Guo Haotong Qin Michele Magno Xianglong Liu MQ 82 6 0 04 May 2025
Interleave-VLA: Enhancing Robot Manipulation with Interleaved Image-Text Instructions Cunxin Fan Xiaosong Jia Yihang Sun Yixiao Wang Jianglan Wei ... Xiangyu Zhao Masayoshi Tomizuka Xue Yang Junchi Yan Mingyu Ding LM&Ro VLM 105 10 0 04 May 2025
An LLM-Empowered Low-Resolution Vision System for On-Device Human Behavior Understanding Siyang Jiang Bufang Yang Lilin Xu Mu Yuan Yeerzhati Abudunuer ... Liekang Zeng Hongkai Chen Zhenyu Yan Xiaofan Jiang Guoliang Xing VLM 372 0 0 03 May 2025
Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs Haoming Yang Ke Ma Xiaojun Jia Yingfei Sun Qianqian Xu Qingming Huang AAML 435 0 0 03 May 2025
CaReAQA: A Cardiac and Respiratory Audio Question Answering Model for Open-Ended Diagnostic Reasoning Tsai-Ning Wang Lin-Lin Chen Neil Zeghidour Aaqib Saeed AuLLM LM&MA 413 0 0 02 May 2025
Harnessing Structured Knowledge: A Concept Map-Based Approach for High-Quality Multiple Choice Question Generation with Effective Distractors Nicy Scaria Silvester John Joseph Kennedy Diksha Seth Ananya Thakur Deepak N. Subramani AI4Ed 102 0 0 02 May 2025
ScaleTrack: Scaling and back-tracking Automated GUI Agents Jing Huang Zhixiong Zeng Wenkang Han Yufeng Zhong Liming Zheng Shuai Fu Jingyuan Chen Lin Ma 475 1 0 01 May 2025
Reasoning Capabilities and Invariability of Large Language Models Alessandro Raganato Rafael Peñaloza Marco Viviani G. Pasi ReLM LRM 128 0 0 01 May 2025
Pushing the Limits of Low-Bit Optimizers: A Focus on EMA Dynamics Cong Xu Wenbin Liang Mo Yu Anan Liu Kai Zhang Lizhuang Ma Jiangming Wang Jun Wang Weinan Zhang Wei Zhang MQ 80 0 0 01 May 2025
SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models Wufei Ma Luoxin Ye Nessa McWeeney Celso M de Melo Jieneng Chen LRM 118 1 0 01 May 2025