Lance

--- license: apache-2.0 base_model: - Qwen/Qwen2.5-VL-3B-Instruct pipeline_tag: any-to-any library_name: Lance tags: - multimodal - image-generation - video-generation - image-editing - video-understanding - any-to-any --- <div align="center"> <img src="assets/logo/lance-logo.webp" alt="Lance logo" width="450"> <h1 align="center"> Lance: Unified Multimodal Modeling by Multi-Task Synergy </h1> <p style="line-height: 1.5; margin: 0;"> <span> <a href="https://scholar.google.com.hk/citations?user=FXxoQlsAAAAJ&amp;hl=zh-CN&amp;oi=ao" style="text-decoration: none; color: inherit; font-weight: 700 !important; display: inline;">Fengyi Fu</a>^*, <a href="https://corleone-huang.github.io/" style="text-decoration: none; color: inherit; font-weight: 700 !important; display: inline;">Mengqi Huang</a>^*,✉, <a href="https://scholar.google.com.hk/citations?user=9ER6nVkAAAAJ&amp;hl=zh-CN&amp;oi=ao" style="text-decoration: none; color: inherit; font-weight: 700 !important; display: inline;">Shaojin Wu</a>^*, <span style="font-weight: 700 !important;">Yunsheng Jiang</span>^*, <span style="font-weight: 700 !important;">Yufei Huo</span>, <a href="https://guojianzhu.com/" style="text-decoration: none; color: inherit; font-weight: 700 !important; display: inline;">Jianzhu Guo</a>^✉,§ </span> <br> <span style="display: inline-block; margin-top: 0.4em;"> Hao Li, Yinghang Song, Fei Ding, Qian He, Zheren Fu, Zhendong Mao, Yongdong Zhang </span> <br> <em>ByteDance</em> <br> ^* Equal contribution &nbsp;&nbsp; ^✉ Corresponding authors &nbsp;&nbsp; ^§ Project lead </p> <p> <a href="https://lance-project.github.io/" style="text-decoration: none; margin: 0 8px;"><img src="https://img.shields.io/badge/Homepage-Lance-blue?style=flat" alt="Homepage"></a> <a href="http://arxiv.org/abs/2605.18678" style="text-decoration: none; margin: 0 8px;"><img src="https://img.shields.io/badge/Paper-arXiv-red?style=flat&logo=arxiv" alt="arXiv"></a> <a href="https://github.com/bytedance/Lance" style="text-decoration: none; margin: 0 8px;"><img src="https://img.shields.io/badge/Code-GitHub-536af5?color=536af5&logo=github" alt="GitHub"></a> <br> English | <a href="./Lance/blob/main/README_zh.md"><ins>简体中文</ins></a> </p> </div> ## 🌟 Highlights Lance is a lightweight native unified multimoda...