StreamDiffusion
StreamDiffusion: A Pipeline-Level Solution for Real-Time Interactive Generation
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Download Latest Version (.zip)- release.yml
- cfg_conparision.png
- demo_01.gif
- demo_02.gif
- demo_03.gif
- demo_04.gif
- demo_05.gif
- demo_06.gif
- demo_07.gif
- demo_08.gif
- demo_09.gif
- demo_10.gif
- img2img1.gif
- img2img2.gif
- img2img_example.png
- Button.svelte
- Checkbox.svelte
- ImagePlayer.svelte
- InputRange.svelte
- MediaListSwitcher.svelte
- PipelineOptions.svelte
- SeedInput.svelte
- Selectlist.svelte
- TextArea.svelte
- VideoInput.svelte
- Warning.svelte
- floppy.svelte
- screen.svelte
- spinner.svelte
- index.ts
- lcmLive.ts
- mediaStream.ts
- store.ts
- types.ts
- utils.ts
- +layout.svelte
- +page.svelte
- +page.ts
- app.css
- app.d.ts
- app.html
- favicon.png
- .eslintignore
- .eslintrc.cjs
- .gitignore
- .npmrc
- .prettierignore
- .prettierrc
- package-lock.json
- package.json
- postcss.config.js
- README.md
- svelte.config.js
- tailwind.config.js
- tsconfig.json
- vite.config.ts
- .gitattributes
- .gitignore
- config.py
- connection_manager.py
- Dockerfile
- img2img.py
- main.py
- README-ja.md
- README.md
- requirements.txt
- start.sh
- util.py
- white.jpg
- favicon.ico
- app.module.css
- app.tsx
- main.tsx
- vite-env.d.ts
- .gitignore
- .prettierrc
- index.html
- package.json
- pnpm-lock.yaml
- postcss.config.js
- README.md
- tsconfig.json
- tsconfig.node.json
- vite.config.ts
- .dockerignore
- config.py
- Dockerfile
- main.py
- README-ja.md
- README.md
- requirements.txt
- start.sh
- app.py
- requirements.txt
- multi.py
- single.py
- multi.py
- single.py
- multi.py
- single.py
- main.py
- requirements.txt
- multi.py
- single.py
- main.py
- requirements.txt
- README-ja.md
- README.md
- input.png
- .gitkeep
- put LCM_LoRA weights here
- put LoRA weights here
- put Stable Diffusion weights here
- __init__.py
- __init__.py
- builder.py
- engine.py
- models.py
- utilities.py
- __init__.py
- __init__.py
- install-tensorrt.py
- __init__.py
- image_filter.py
- image_utils.py
- pip_utils.py
- pipeline.py
- __init__.py
- viewer.py
- wrapper.py
- .dockerignore
- .gitignore
- Dockerfile
- LICENSE
- pyproject.toml
- README-ja.md
- README-ko.md
- README.md
- setup.py
π Installation Guide
git clone https://github.com/cumulo-autumn/StreamDiffusion
Downloads the entire project code from GitHub to your computer.
cd StreamDiffusion
Moves into the project folder you just downloaded.
2. Official Install Script
Easy Recommended- Python 3 Python is required to use pip.
pip3 install torch==2.1.0 torchvision==0.16.0 xformers --index-url https://download.pytorch.org/whl/cu118
Installs the package published on PyPI directly β no need to clone the source.
pip3 install torch==2.1.0 torchvision==0.16.0 xformers --index-url https://download.pytorch.org/whl/cu121
Installs the package published on PyPI directly β no need to clone the source.
pip install git+https://github.com/cumulo-autumn/StreamDiffusion.git@main#egg=streamdiffusion[tensorrt]
Installs the package published on PyPI directly β no need to clone the source.
pip install streamdiffusion[tensorrt]
Installs the package published on PyPI directly β no need to clone the source.
Pulled directly from this repo's README.
3. Docker
Easy- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker build -t stream-diffusion:latest -f Dockerfile .
Builds a runnable image based on the Dockerfile.
docker run --gpus all -it -v $(pwd):/home/ubuntu/streamdiffusion stream-diffusion:latest
Runs the built image as an actual container.
Pulled directly from this repo's README.
4. Node.js
Easycd demo/realtime-img2img/frontend
This project's files live in a subfolder, so move into it first.
npm install
Downloads and installs the libraries listed in package.json.
npm start
Starts the development/run server.
5. Python
Easypython -m venv .venv
Runs the Python script (or module).
pip3 install torch==2.1.0 torchvision==0.16.0 xformers --index-url https://download.pytorch.org/whl/cu118
Installs the package published on PyPI directly β no need to clone the source.
pip3 install torch==2.1.0 torchvision==0.16.0 xformers --index-url https://download.pytorch.org/whl/cu121
Installs the package published on PyPI directly β no need to clone the source.
pip install git+https://github.com/cumulo-autumn/StreamDiffusion.git@main#egg=streamdiffusion[tensorrt]
Installs the package published on PyPI directly β no need to clone the source.
pip install streamdiffusion[tensorrt]
Installs the package published on PyPI directly β no need to clone the source.
Pulled directly from this repo's README.