README.md

---
license: apache-2.0
language:
  - en
tags:
- cogvideox
- video-generation
- image-to-video
- diffusers
---

# cogvideox-2b-img2vid

<video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/63fde49f6315a264aba6a7ed/8vOYgS-Wm51BgOKv4Jnpp.mp4"></video>

### ComfyUI Example
<p>
    <img src="cogvideox-2b-img2vid-workflow.png" width="800" height="400" title="preview"/>
</p>
<p>
    <a href="cogvideox-2b-img2vid-workflow.json">JSON Workflow Example</a>
</p>
ComfyUI custom node can be found <a href="https://github.com/Nim-Video/ComfyUI-CogVideoXWrapper">here</a>.

### How to
Clone repo 
```bash
git clone https://github.com/Nim-Video/cogvideox-2b-img2vid.git
cd cogvideox-2b-img2vid
```
  
Create venv  
```bash
python -m venv venv
source venv/bin/activate
```
  
Install requirements
```bash
pip install -r requirements.txt
```
  
### Simple examples
#### Inference with cli
```bash
python -m inference.cli_demo \
    --video_path "resources/truck.jpg" \
    --prompt "A truck is driving through a dirt road, showcasing its capability for off-roading." \
    --model_path NimVideo/cogvideox-2b-img2vid
```

#### Inference with Gradio
```bash
python -m inference.gradio_web_demo \
    --model_path NimVideo/cogvideox-2b-img2vid
```

## Acknowledgements
Original code and models [CogVideoX](https://github.com/THUDM/CogVideo/tree/main).