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license: apache-2.0 |
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language: |
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- en |
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<p align="center" width="100%"> |
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<img width="35%" src="Assets/Diffuse-Logo-512.png"> |
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</p> |
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`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. |
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## Features |
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- Automatic installation of isolated portable Python |
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- Device-specific Python virtual environments |
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- Automatic model downloads from Huggingface repositories |
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## Supported Pipelines |
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**Z-Image** |
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- ZImagePipeline |
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- ZImageImg2ImgPipeline |
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**Qwen Image** |
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- QwenImagePipeline |
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- QwenImageImg2ImgPipeline |
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- QwenImageEditPlusPipeline |
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**FLUX.1** |
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- FluxPipeline |
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- FluxImg2ImgPipeline |
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- FluxKontextPipeline |
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- FluxControlNetPipeline |
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**FLUX.2** |
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- Flux2Pipeline |
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**Chroma** |
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- ChromaPipeline |
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- ChromaImg2ImgPipeline |
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**Wan Video** |
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- WanPipeline |
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- WanImageToVideoPipeline |
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**Kandinsky5** |
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- Kandinsky5T2IPipeline |
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- Kandinsky5I2IPipeline |
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- Kandinsky5T2VPipeline |
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- Kandinsky5I2VPipeline |
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**StableDiffusionXL** |
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- StableDiffusionXLPipeline |
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- StableDiffusionXLImg2ImgPipeline |
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- StableDiffusionXLControlNetPipeline |
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- StableDiffusionXLControlNetImg2ImgPipeline |
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## Installation |
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1. Download and extract **Diffuse.zip** |
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*A fast SSD with plenty of free space is recommended, as model downloads can be large.* |
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2. Run **Diffuse.exe** |
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3. Load a model |
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Diffuse will automatically: |
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- Install an isolated portable Python runtime |
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- Create the required virtual environment |
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- Download the selected model from Hugging Face |
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### First-run notice |
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On first launch or when loading a model for the first time, setup may take several minutes while Python, dependencies, and model files are downloaded and initialized. This is expected behavior. |
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No manual Python setup is required. |
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## Project Roadmap |
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### Alpha |
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Proof of concept, Focus on core functionality. |
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- Portable Python installation and management |
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- Device-specific virtual environments |
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- Minimal but functional Windows UI |
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- Basic Diffusers pipeline support |
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### Beta |
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Focus on usability, stability, and feature expansion. |
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- Fully isolated Python execution |
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- Installer and deployment tooling |
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- Advanced UI and workflow options |
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- Upscaling and interpolation support |
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- Extractor pipeline support |
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- Stability, performance, and reliability improvements |
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--- |
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## Screenshots |
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### TextToImage |
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<p align="center" width="100%"> |
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<img src="Screenshots/TextToImage.png"> |
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</p> |
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### ImageToImage |
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<p align="center" width="100%"> |
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<img src="Screenshots/ImageToImage.png"> |
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</p> |
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### ImageEdit |
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<p align="center" width="100%"> |
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<img src="Screenshots/ImgeEdit.png"> |
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</p> |
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### ImageEdit-Multi |
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<p align="center" width="100%"> |
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<img src="Screenshots/ImgeEdit-Multi.png"> |
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</p> |
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### TextToVideo |
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<p align="center" width="100%"> |
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<img src="Screenshots/TextToVideo.png"> |
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</p> |
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### ImageToVideo |
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<p align="center" width="100%"> |
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<img src="Screenshots/ImageToVideo.png"> |
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</p> |
