epfl-vita/svi-model

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<h1>Stable Video Infinity: Infinite-Length Video Generation with Error Recycling</h1>

<p align="center"> <a href="https://huggingface.co/papers/2510.09212"> <img src="https://img.shields.io/badge/Paper-HuggingFace-red?logo=huggingface&logoColor=yellow" alt="Paper on Hugging Face"/> </a> <a href="https://stable-video-infinity.github.io/homepage/"> <img src="https://img.shields.io/badge/Project-Page-green" alt="Project Page"/> </a> <a href="https://github.com/vita-epfl/Stable-Video-Infinity"> <img src="https://img.shields.io/badge/SVI-GitHub-black?logo=github&logoColor=white" alt="SVI on GitHub"/> </a> <a href="https://huggingface.co/datasets/vita-video-gen/svi-benchmark"> <img src="https://img.shields.io/badge/SVIDataset-Hugging%20Face-orange?logo=huggingface&logoColor=yellow" alt="SVI Dataset"/> </a> <a href="https://www.modelscope.cn/models/epfl-vita/svi-model"> <img src="https://img.shields.io/badge/SVIModel-ModelScope-624AFF?logo=alibabacloud&logoColor=white" alt="SVI Model on ModelScope"/> </a> <a href="https://huggingface.co/vita-video-gen/svi-model"> <img src="https://img.shields.io/badge/SVI_models-Hugging%20Face-FFCC00?logo=huggingface&logoColor=yellow" alt="SVI Models"/> </a> </p> </div>

🎯 About This Repository

Stable-Video-Infinity(SVI) is able to generate ANY-length videos with high temporal consistency, plausible scene transitions, and controllable streaming storylines in ANY domains. This repository contains the model weights of SVI Family.

🌟 Key Highlights

• —OpenSVI: Everything is open-sourced: training & evaluation scripts, datasets, and more.
• —Infinite Length: No inherent limit on video duration; generate arbitrarily long stories (see the 10‑minute “Tom and Jerry” demo).
• —Versatile: Supports diverse in-the-wild generation tasks: multi-scene short films, single‑scene animations, skeleton-/audio-conditioned generation, cartoons, and more.
• —Efficient: Only LoRA adapters are tuned, requiring very little training data: anyone can make their own SVI easily.

🚀 Quick Access

For users who prefer ModelScope, the SVI model weights are also mirrored here:

<p align="center"> <a href="https://www.modelscope.cn/models/epfl-vita/svi-model"> <img src="https://img.shields.io/badge/Download%20on-ModelScope-624AFF?style=for-the-badge&logo=alibabacloud&logoColor=white" alt="Download SVI on ModelScope"/> </a> </p>

📦 Resources

Note: If you want to play with T2V, you can directly use SVI with an image generated by any T2I model!

📝 Citation

If you find our work helpful for your research, please consider citing our paper. Thank you so much!

@article{li2025stable,
      title={Stable Video Infinity: Infinite-Length Video Generation with Error Recycling}, 
      author={Wuyang Li and Wentao Pan and Po-Chien Luan and Yang Gao and Alexandre Alahi},
      journal={arXiv preprint arXiv: arXiv:2510.09212},
      year={2025},
      url={https://huggingface.co/papers/2510.09212},
}