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---
license: apache-2.0
language:
- en
---
<p align="center" width="100%">
<img width="35%" src="Assets/Diffuse-Logo-512.png">
</p>
`Diffuse` is a Windows desktop UI for `Huggingface Diffusers`. It integrates directly with Python using the Python C API via `CSnakes`, enabling high-performance interop between .NET and Python for running diffusion models.
---
## Features
- Automatic installation of isolated portable Python
- Device-specific Python virtual environments
- Automatic model downloads from Huggingface repositories
## Supported Pipelines
**Z-Image**
- ZImagePipeline
- ZImageImg2ImgPipeline
**Qwen Image**
- QwenImagePipeline
- QwenImageImg2ImgPipeline
- QwenImageEditPlusPipeline
**FLUX.1**
- FluxPipeline
- FluxImg2ImgPipeline
- FluxKontextPipeline
- FluxControlNetPipeline
**FLUX.2**
- Flux2Pipeline
**Chroma**
- ChromaPipeline
- ChromaImg2ImgPipeline
**Wan Video**
- WanPipeline
- WanImageToVideoPipeline
**StableDiffusionXL**
- StableDiffusionXLPipeline
- StableDiffusionXLImg2ImgPipeline
- StableDiffusionXLControlNetPipeline
- StableDiffusionXLControlNetImg2ImgPipeline
---
## Project Roadmap
### Alpha
Proof of concept, Focus on core functionality.
- Portable Python installation and management
- Device-specific virtual environments
- Minimal but functional Windows UI
- Basic Diffusers pipeline support
### Beta
Focus on usability, stability, and feature expansion.
- Fully isolated Python execution
- Installer and deployment tooling
- Advanced UI and workflow options
- Upscaling and interpolation support
- Extractor pipeline support
- Stability, performance, and reliability improvements
---
## Screenshots
### TextToImage
<p align="center" width="100%">
<img src="Screenshots/TextToImage.png">
</p>
### ImageToImage
<p align="center" width="100%">
<img src="Screenshots/ImageToImage.png">
</p>
### ImageEdit
<p align="center" width="100%">
<img src="Screenshots/ImgeEdit.png">
</p>
### ImageEdit-Multi
<p align="center" width="100%">
<img src="Screenshots/ImgeEdit-Multi.png">
</p>
### TextToVideo
<p align="center" width="100%">
<img src="Screenshots/TextToVideo.png">
</p>
### ImageToVideo
<p align="center" width="100%">
<img src="Screenshots/ImageToVideo.png">
</p> |