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Author | SHA1 | Date |
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Jimmy | 8d2de36a4a | |
Jimmy | f916c77cc4 | |
Jimmy | b740b50c8a | |
Jimmy | c42281fee5 |
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@ -1,154 +1,2 @@
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# ---> Python
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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]
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*$py.class
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# C extensions
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*.so
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# Distribution / packaging
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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share/python-wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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MANIFEST
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# PyInstaller
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# Usually these files are written by a python script from a template
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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*.manifest
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*.spec
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# Installer logs
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pip-log.txt
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pip-delete-this-directory.txt
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# Unit test / coverage reports
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htmlcov/
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.tox/
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.nox/
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.py,cover
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.hypothesis/
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.pytest_cache/
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cover/
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# Translations
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*.mo
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*.pot
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# Django stuff:
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*.log
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local_settings.py
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db.sqlite3
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db.sqlite3-journal
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# Flask stuff:
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instance/
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.webassets-cache
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# Scrapy stuff:
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.scrapy
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# Sphinx documentation
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docs/_build/
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# PyBuilder
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.pybuilder/
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target/
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# Jupyter Notebook
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.ipynb_checkpoints
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# IPython
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profile_default/
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ipython_config.py
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# pyenv
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# For a library or package, you might want to ignore these files since the code is
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# intended to run in multiple environments; otherwise, check them in:
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# .python-version
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# pipenv
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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# install all needed dependencies.
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#Pipfile.lock
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# poetry
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# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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# This is especially recommended for binary packages to ensure reproducibility, and is more
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# commonly ignored for libraries.
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# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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#poetry.lock
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow
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__pypackages__/
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# Celery stuff
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celerybeat-schedule
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celerybeat.pid
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# SageMath parsed files
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*.sage.py
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# Environments
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.env
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.env
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.venv
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images/
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env/
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venv/
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ENV/
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env.bak/
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venv.bak/
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# Spyder project settings
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.spyderproject
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.spyproject
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# Rope project settings
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.ropeproject
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# mkdocs documentation
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/site
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# mypy
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.mypy_cache/
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.dmypy.json
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dmypy.json
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# Pyre type checker
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.pyre/
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# pytype static type analyzer
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.pytype/
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# Cython debug symbols
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cython_debug/
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# PyCharm
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# JetBrains specific template is maintainted in a separate JetBrains.gitignore that can
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# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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# and can be added to the global gitignore or merged into this file. For a more nuclear
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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#.idea/
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@ -0,0 +1,14 @@
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FROM nvidia/cuda:11.6.0-base-ubuntu20.04
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RUN apt-get update && apt-get install python3 python3-pip -y
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RUN pip3 install --upgrade diffusers transformers scipy python-dotenv cuda-python && \
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pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu117 && \
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pip install torch==1.11.0+cu115 torchvision==0.12.0+cu115 torchaudio==0.11.0+cu115 -f https://download.pytorch.org/whl/torch_stable.html
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WORKDIR /app
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COPY main.py /app/main.py
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VOLUME /root/.cache/huggingface/diffusers/
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CMD [ "python3", "main.py" ]
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22
README.md
22
README.md
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@ -1,2 +1,22 @@
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# stablediffusion
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# Stable Diffusion Example
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## Install Docker
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```
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curl https://get.docker.com | sh
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distribution=$(. /etc/os-release;echo $ID$VERSION_ID)
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&& curl -s -L https://nvidia.github.io/nvidia-docker/gpgkey | sudo apt-key add -
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&& curl -s -L https://nvidia.github.io/nvidia-docker/$distribution/nvidia-docker.list | sudo tee /etc/apt/sources.list.d/nvidia-docker.list
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sudo apt-get update
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sudo apt-get install -y nvidia-docker2 docker-compose
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```
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## Run
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```
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sudo docker-compose up --build
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```
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@ -0,0 +1,11 @@
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version: '3.9'
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services:
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app:
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image: stablediffusion
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build: .
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runtime: nvidia
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env_file:
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- .env
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volumes:
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- ./images:/images
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import torch
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from diffusers import StableDiffusionPipeline
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from dotenv import load_dotenv
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from os import getenv
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from PIL.PngImagePlugin import PngInfo
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import uuid
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from random import randint
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load_dotenv()
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pipe = StableDiffusionPipeline.from_pretrained("CompVis/stable-diffusion-v1-4", revision="fp16", torch_dtype=torch.float16, use_auth_token=getenv("TOKEN"))
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pipe.to("cuda")
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prompt = "red horse jumping over a dog"
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seed = randint(0, 2**64)
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generator = torch.Generator("cuda").manual_seed(seed)
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resp = pipe(prompt, generator=generator)
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print(resp)
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image = resp.images[0]
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metadata = PngInfo()
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metadata.add_text("text", prompt)
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metadata.add_text("seed", str(seed))
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id = str(uuid.uuid4())
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print(id)
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image.save(f'/images/{id}.png', pnginfo=metadata)
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