---
title: AAD-1
emoji: 🎬
colorFrom: red
colorTo: gray
sdk: gradio
sdk_version: 6.15.1
app_file: app.py
short_description: One-step autoregressive image-to-video generation
python_version: "3.12"
startup_duration_timeout: 1h
---

# AAD-1: Asymmetric Adversarial Distillation for One-Step Autoregressive Video Generation

This Space demonstrates **AAD-1**, a one-step causal video world model that generates short video clips from a reference image and a text prompt. AAD-1 is distilled from [Wan2.1-T2V-14B](https://huggingface.co/Wan-AI/Wan2.1-T2V-14B) using asymmetric adversarial distillation, enabling single-step generation per causal chunk.

- **Paper**: [arXiv:2606.03972](https://arxiv.org/abs/2606.03972)
- **Code**: [github.com/AutoLab-SAI-SJTU/AAD-1](https://github.com/AutoLab-SAI-SJTU/AAD-1)
- **Model**: [Watay/AAD-1](https://huggingface.co/Watay/AAD-1)