YuLan: An Open-source Large Language Model

1 code implementation • 28 Jun 2024 • Yutao Zhu, Kun Zhou, Kelong Mao, Wentong Chen, Yiding Sun, Zhipeng Chen, Qian Cao, Yihan Wu, Yushuo Chen, Feng Wang, Lei Zhang, Junyi Li, Xiaolei Wang, Lei Wang, Beichen Zhang, Zican Dong, Xiaoxue Cheng, Yuhan Chen, Xinyu Tang, Yupeng Hou, Qiangqiang Ren, Xincheng Pang, Shufang Xie, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ze-Feng Gao, Yueguo Chen, Weizheng Lu, Ji-Rong Wen

This paper presents the development of YuLan, a series of open-source LLMs with $12$ billion parameters.

Language Modeling Language Modelling +2

ICLEval: Evaluating In-Context Learning Ability of Large Language Models

2 code implementations • 21 Jun 2024 • Wentong Chen, Yankai Lin, ZhenHao Zhou, HongYun Huang, Yantao Jia, Zhao Cao, Ji-Rong Wen

In-Context Learning (ICL) is a critical capability of Large Language Models (LLMs) as it empowers them to comprehend and reason across interconnected inputs.

In-Context Learning

GUICourse: From General Vision Language Models to Versatile GUI Agents

1 code implementation • 17 Jun 2024 • Wentong Chen, Junbo Cui, Jinyi Hu, Yujia Qin, Junjie Fang, Yue Zhao, Chongyi Wang, Jun Liu, Guirong Chen, Yupeng Huo, Yuan YAO, Yankai Lin, Zhiyuan Liu, Maosong Sun

Utilizing Graphic User Interface (GUI) for human-computer interaction is essential for accessing a wide range of digital tools.

Natural Language Visual Grounding Optical Character Recognition (OCR)

Don't Make Your LLM an Evaluation Benchmark Cheater

no code implementations • 3 Nov 2023 • Kun Zhou, Yutao Zhu, Zhipeng Chen, Wentong Chen, Wayne Xin Zhao, Xu Chen, Yankai Lin, Ji-Rong Wen, Jiawei Han

Large language models~(LLMs) have greatly advanced the frontiers of artificial intelligence, attaining remarkable improvement in model capacity.