X-Omni/X-Omni-Zh

X-Omni-Zh (support Chinese text rendering)

🏠 Project Page | 📄 Paper | 💻​ Code | 🚀 HuggingFace Space

🌟 Highlights

• Unified Modeling Approach: A discrete autoregressive model handling image and language modalities.
• Superior Instruction Following: Exceptional capability to follow complex instructions.
• Superior Text Rendering: Accurately render text in Chinese.
• Arbitrary resolutions: Produces aesthetically pleasing images at arbitrary resolutions.

📖 Citation

If you find this project helpful for your research or use it in your own work, please cite our paper:

@article{geng2025xomni,
      author       = {Zigang Geng, Yibing Wang, Yeyao Ma, Chen Li, Yongming Rao, Shuyang Gu, Zhao Zhong, Qinglin Lu, Han Hu, Xiaosong Zhang, Linus, Di Wang and Jie Jiang},
      title        = {X-Omni: Reinforcement Learning Makes Discrete Autoregressive Image Generative Models Great Again},
      journal      = {CoRR},
      volume       = {abs/2507.22058},
      year         = {2025},
}