语言大模型 / LLM

Group Fairness Meets the Black Box: Enabling Fair Algorithms on Closed LLMs via Post-Processing

Ruicheng Xian, Yuxuan Wan, Han Zhao

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 指令微调 ：LLM(abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

Apriel-Nemotron-15B-Thinker

Shruthan Radhakrishna, Soham Parikh, Gopal Sarda, Anil Turkkan, Quaizar Vohra, Raymond Li, Dhruv Jhamb, Kelechi Ogueji, Aanjaneya Shukla, Oluwanifemi Bamgbose, Toby Liang, Luke Kumar, Oleksiy Ostapenko, Shiva Krishna Reddy Malay, Aman Tiwari, Tara Bogavelli, Vikas Yadav, Jash Mehta, Saloni Mittal, Akshay Kalkunte, Pulkit Pattnaik, Khalil Slimi, Anirudh Sreeram, Jishnu Nair, Akintunde Oladipo, Shashank Maiya, Khyati Mahajan, Rishabh Maheshwary, Masoud Hashemi, Sai Rajeswar Mudumba, Sathwik Tejaswi Madhusudhan, Torsten Scholak, Sebastien Paquet, Sagar Davasam, Srinivas Sunkara

机构 * Apriel-Nemotron-15B-Thinker 纠错

专题命中 指令微调 ：large language model(abstract)；language model(abstract)；SLM(abstract)；SFT(abstract)

UAV-VL-R1: Generalizing Vision-Language Models via Supervised Fine-Tuning and Multi-Stage GRPO for UAV Visual Reasoning

Jiajin Guan, Haibo Mei, Bonan Zhang, Dan Liu, Yuanshuang Fu, Yue Zhang

机构 * Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China（电子科学与技术研究院，电子科技大学） ； School of Aeronautics and Astronautics, University of Electronic Science and Technology of China（航空航天学院，电子科技大学） 纠错

专题命中 指令微调 ：language model(title,abstract)；SFT(abstract)

Technical Report: Full-Stack Fine-Tuning for the Q Programming Language

Brendan R. Hogan, Will Brown, Adel Boyarsky, Anderson Schneider, Yuriy Nevmyvaka

专题命中 指令微调 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.LG

Comments 40 pages

Better Supervised Fine-tuning for VQA: Integer-Only Loss

Baihong Qian, Haotian Fan, Wenjie Liao, Yunqiu Wang, Tao Li, Junhui Cui

机构 * ByteDance（字节跳动） 纠错

专题命中 指令微调 ：language model(abstract)；分类 cs.AI

Thyme: Think Beyond Images

Yi-Fan Zhang, Xingyu Lu, Shukang Yin, Chaoyou Fu, Wei Chen, Xiao Hu, Bin Wen, Kaiyu Jiang, Changyi Liu, Tianke Zhang, Haonan Fan, Kaibing Chen, Jiankang Chen, Haojie Ding, Kaiyu Tang, Zhang Zhang, Liang Wang, Fan Yang, Tingting Gao, Guorui Zhou

机构 * Kwai Keye（凯钥） ； CASIA（中国科学院自动化研究所） ； NJU（南京大学） ； THU（清华大学） ； USTC（中国科学技术大学） 纠错

专题命中 指令微调 ：SFT(abstract)

Comments Project page: https://thyme-vl.github.io/

Fine-Grained VLM Fine-tuning via Latent Hierarchical Adapter Learning

Yumiao Zhao, Bo Jiang, Yuhe Ding, Xiao Wang, Jin Tang, Bin Luo

机构 * Information Materials and Intelligent Sensing Laboratory of Anhui Province（安徽省信息材料与智能感知实验室） ； Anhui Provincial Key Laboratory of Multimodal Cognitive Computation（安徽省多模态认知计算重点实验室） ； School of Computer Science and Technology, Anhui University（安徽大学计算机科学与技术学院） 纠错

专题命中 指令微调 ：language model(abstract)