README.md

---
license: mit
---

**Quantized GGUF version of SCAIL-Preview.**

**Original model link:** [https://huggingface.co/zai-org/SCAIL-Preview](https://huggingface.co/zai-org/SCAIL-Preview)

**Watch us at Youtube:** [@VantageWithAI](https://www.youtube.com/@vantagewithai)

# SCAIL: Towards Studio-Grade Character Animation via In-Context Learning of 3D-Consistent Pose Representations


 <div align="center">
  <a href='https://arxiv.org/abs/2512.05905'><img src='https://img.shields.io/badge/📖 arXiv-2512.05905-red'></a>
  <a href='https://teal024.github.io/SCAIL/'><img src='https://img.shields.io/badge/🌐 Project Page-green'></a>
</div>


This repository contains the model weights for **SCAIL (Studio-Grade Character Animation via In-Context Learning)**, a framework that enables high-fidelity character animation under diverse and challenging conditions, including large motion variations, stylized characters, and multi-character interactions.

## 🔎 Project Page
Check our model architecture design, our video demo, as well as more comparisons against other baselines at [this link](https://teal024.github.io/SCAIL/), more creative examples will be added to the gallery soon.


## 📋 TODOs

- [x] **Model Weights for Preview 14B SCAIL Model(512p)**
- [ ] **Model Weights for Official 1.3B/14B SCAIL Model(720p with history support)**

## 📋 Note
This repository only contains the model weights for the SCAIL model, for model inference, please refer to the [official repository](https://github.com/teal024/SCAIL-Official). For pose extraction, please refer to the [SCAIL-Pose](https://github.com/teal024/SCAIL-Pose).

## 📄 Citation

If you find this work useful in your research, please cite:

```bibtex
@article{yan2025scail,
  title={SCAIL: Towards Studio-Grade Character Animation via In-Context Learning of 3D-Consistent Pose Representations},
  author={Yan, Wenhao and Ye, Sheng and Yang, Zhuoyi and Teng, Jiayan and Dong, ZhenHui and Wen, Kairui and Gu, Xiaotao and Liu, Yong-Jin and Tang, Jie},
  journal={arXiv preprint arXiv:2512.05905},
  year={2025}
}
```