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Files changed (9) hide show
  1. .dockerignore +1 -0
  2. .gitignore +162 -0
  3. .pre-commit-config.yaml +50 -0
  4. .vscode/settings.json +21 -0
  5. Dockerfile +54 -0
  6. README.md +2 -4
  7. app.py +43 -0
  8. requirements.txt +15 -0
  9. style.css +16 -0
.dockerignore ADDED
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+ models
.gitignore ADDED
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+ models
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+
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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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+
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+ # C extensions
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+ *.so
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+
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+ # Distribution / packaging
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+ .Python
13
+ build/
14
+ develop-eggs/
15
+ dist/
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+ downloads/
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+ eggs/
18
+ .eggs/
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+ lib/
20
+ 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/
27
+ .installed.cfg
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+ *.egg
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+ MANIFEST
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+
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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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+
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+ # Installer logs
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+ pip-log.txt
39
+ pip-delete-this-directory.txt
40
+
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+ # Unit test / coverage reports
42
+ 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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+
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+ # Translations
57
+ *.mo
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+ *.pot
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+
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+ # Django stuff:
61
+ *.log
62
+ local_settings.py
63
+ db.sqlite3
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+ db.sqlite3-journal
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+
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+ # Flask stuff:
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+ instance/
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+ .webassets-cache
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+
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+ # Scrapy stuff:
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+ .scrapy
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+
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+ # Sphinx documentation
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+ docs/_build/
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+
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+ # PyBuilder
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+ .pybuilder/
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+ target/
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+
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+ # Jupyter Notebook
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+ .ipynb_checkpoints
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+
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+ # IPython
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+ profile_default/
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+ ipython_config.py
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+
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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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+
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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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+
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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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+
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+ # pdm
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+ # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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+ #pdm.lock
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+ # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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+ # in version control.
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+ # https://pdm.fming.dev/#use-with-ide
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+ .pdm.toml
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+
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+ # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
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+ __pypackages__/
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+
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+ # Celery stuff
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+ celerybeat-schedule
119
+ celerybeat.pid
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+
121
+ # SageMath parsed files
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+ *.sage.py
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+
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+ # Environments
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+ .env
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+ .venv
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+ env/
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+ venv/
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+ ENV/
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+ env.bak/
131
+ venv.bak/
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+
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+ # Spyder project settings
134
+ .spyderproject
135
+ .spyproject
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+
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+ # Rope project settings
138
+ .ropeproject
139
+
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+ # mkdocs documentation
141
+ /site
142
+
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+ # mypy
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+ .mypy_cache/
145
+ .dmypy.json
146
+ dmypy.json
147
+
148
+ # Pyre type checker
149
+ .pyre/
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+
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+ # pytype static type analyzer
152
+ .pytype/
153
+
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+ # Cython debug symbols
155
+ cython_debug/
156
+
157
+ # PyCharm
158
+ # JetBrains specific template is maintained in a separate JetBrains.gitignore that can
159
+ # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
160
+ # and can be added to the global gitignore or merged into this file. For a more nuclear
161
+ # option (not recommended) you can uncomment the following to ignore the entire idea folder.
162
+ #.idea/
.pre-commit-config.yaml ADDED
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+ repos:
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+ - repo: https://github.com/pre-commit/pre-commit-hooks
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+ rev: v4.4.0
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+ hooks:
5
+ - id: check-executables-have-shebangs
6
+ - id: check-json
7
+ - id: check-merge-conflict
8
+ - id: check-shebang-scripts-are-executable
9
+ - id: check-toml
10
+ - id: check-yaml
11
+ - id: end-of-file-fixer
12
+ - id: mixed-line-ending
13
+ args: ["--fix=lf"]
14
+ - id: requirements-txt-fixer
15
+ - id: trailing-whitespace
16
+ - repo: https://github.com/myint/docformatter
17
+ rev: v1.7.5
18
+ hooks:
19
+ - id: docformatter
20
+ args: ["--in-place"]
21
+ - repo: https://github.com/pycqa/isort
22
+ rev: 5.12.0
23
+ hooks:
24
+ - id: isort
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+ args: ["--profile", "black"]
26
+ - repo: https://github.com/pre-commit/mirrors-mypy
27
+ rev: v1.5.1
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+ hooks:
29
+ - id: mypy
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+ args: ["--ignore-missing-imports"]
31
+ additional_dependencies: ["types-python-slugify", "types-requests", "types-PyYAML"]
32
+ - repo: https://github.com/psf/black
33
+ rev: 23.7.0
34
+ hooks:
35
+ - id: black
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+ language_version: python3.10
37
+ args: ["--line-length", "119"]
38
+ - repo: https://github.com/kynan/nbstripout
39
+ rev: 0.6.1
40
+ hooks:
41
+ - id: nbstripout
42
+ args: ["--extra-keys", "metadata.interpreter metadata.kernelspec cell.metadata.pycharm"]
43
+ - repo: https://github.com/nbQA-dev/nbQA
44
+ rev: 1.7.0
45
+ hooks:
46
+ - id: nbqa-black
47
+ - id: nbqa-pyupgrade
48
+ args: ["--py37-plus"]
49
+ - id: nbqa-isort
50
+ args: ["--float-to-top"]
.vscode/settings.json ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "[python]": {
3
+ "editor.defaultFormatter": "ms-python.black-formatter",
4
+ "editor.formatOnType": true,
5
+ "editor.codeActionsOnSave": {
6
+ "source.organizeImports": true
7
+ }
8
+ },
9
+ "black-formatter.args": [
10
+ "--line-length=119"
11
+ ],
12
+ "isort.args": ["--profile", "black"],
13
+ "flake8.args": [
14
+ "--max-line-length=119"
15
+ ],
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+ "ruff.args": [
17
+ "--line-length=119"
18
+ ],
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+ "editor.formatOnSave": true,
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+ "files.insertFinalNewline": true
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+ }
Dockerfile ADDED
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1
+ FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04
2
+ ENV DEBIAN_FRONTEND=noninteractive
3
+ RUN apt-get update && \
4
+ apt-get upgrade -y && \
5
+ apt-get install -y --no-install-recommends \
6
+ git \
7
+ git-lfs \
8
+ wget \
9
+ curl \
10
+ # python build dependencies \
11
+ build-essential \
12
+ libssl-dev \
13
+ zlib1g-dev \
14
+ libbz2-dev \
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+ libreadline-dev \
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+ libsqlite3-dev \
17
+ libncursesw5-dev \
18
+ xz-utils \
19
+ tk-dev \
20
+ libxml2-dev \
21
+ libxmlsec1-dev \
22
+ libffi-dev \
23
+ liblzma-dev \
24
+ # gradio dependencies \
25
+ ffmpeg && \
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+ apt-get clean && \
27
+ rm -rf /var/lib/apt/lists/*
28
+
29
+ RUN useradd -m -u 1000 user
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+ USER user
31
+ ENV HOME=/home/user \
32
+ PATH=/home/user/.local/bin:${PATH}
33
+ WORKDIR ${HOME}/app
34
+
35
+ RUN curl https://pyenv.run | bash
36
+ ENV PATH=${HOME}/.pyenv/shims:${HOME}/.pyenv/bin:${PATH}
37
+ ARG PYTHON_VERSION=3.10.12
38
+ RUN pyenv install ${PYTHON_VERSION} && \
39
+ pyenv global ${PYTHON_VERSION} && \
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+ pyenv rehash && \
41
+ pip install --no-cache-dir -U pip setuptools wheel
42
+
43
+ COPY --chown=1000 ./requirements.txt /tmp/requirements.txt
44
+ RUN pip install --no-cache-dir --upgrade -r /tmp/requirements.txt
45
+
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+ COPY --chown=1000 . ${HOME}/app
47
+ ENV PYTHONPATH=${HOME}/app \
48
+ PYTHONUNBUFFERED=1 \
49
+ GRADIO_ALLOW_FLAGGING=never \
50
+ GRADIO_NUM_PORTS=1 \
51
+ GRADIO_SERVER_NAME=0.0.0.0 \
52
+ GRADIO_THEME=huggingface \
53
+ SYSTEM=spaces
54
+ CMD ["python", "app.py"]
README.md CHANGED
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  ---
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- title: MS Vid2Vid XL
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  emoji: πŸ“‰
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  colorFrom: indigo
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  colorTo: purple
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- sdk: gradio
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- sdk_version: 3.41.1
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- app_file: app.py
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  pinned: false
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  ---
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1
  ---
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+ title: ModelScope-Vid2Vid-XL
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  emoji: πŸ“‰
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  colorFrom: indigo
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  colorTo: purple
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+ sdk: docker
 
 
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  pinned: false
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  ---
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app.py ADDED
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+ #!/usr/bin/env python
2
+
3
+ import os
4
+ import pathlib
5
+ import tempfile
6
+
7
+ import gradio as gr
8
+ import torch
9
+ from huggingface_hub import snapshot_download
10
+ from modelscope.outputs import OutputKeys
11
+ from modelscope.pipelines import pipeline
12
+
13
+ DESCRIPTION = "# ModelScope-Vid2Vid-XL"
14
+
15
+ if torch.cuda.is_available():
16
+ model_cache_dir = os.getenv("MODEL_CACHE_DIR", "./models")
17
+ model_dir = pathlib.Path(model_cache_dir) / "MS-Vid2Vid-XL"
18
+ snapshot_download(repo_id="damo-vilab/MS-Vid2Vid-XL", repo_type="model", local_dir=model_dir)
19
+ pipe = pipeline(task="video-to-video", model=model_dir.as_posix(), model_revision="v1.1.0", device="cuda:0")
20
+ else:
21
+ pipe = None
22
+
23
+
24
+ def video_to_video(video_path: str, text: str) -> str:
25
+ p_input = {"video_path": video_path, "text": text}
26
+ output_file = tempfile.NamedTemporaryFile(suffix=".mp4", delete=False)
27
+ pipe(p_input, output_video=output_file.name)[OutputKeys.OUTPUT_VIDEO]
28
+ return output_file.name
29
+
30
+
31
+ with gr.Blocks(css="style.css") as demo:
32
+ gr.Markdown(DESCRIPTION)
33
+ input_video = gr.Video(label="Input video", type="filepath")
34
+ text_description = gr.Textbox(label="Text description")
35
+ run_button = gr.Button()
36
+ output_video = gr.Video(label="Output video")
37
+ run_button.click(
38
+ fn=video_to_video,
39
+ inputs=[input_video, text_description],
40
+ outputs=output_video,
41
+ api_name="run",
42
+ )
43
+ demo.queue(max_size=20).launch()
requirements.txt ADDED
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1
+ easydict==1.10
2
+ einops==0.6.1
3
+ fairscale==0.4.13
4
+ gradio==3.41.1
5
+ huggingface_hub==0.16.4
6
+ imageio==2.31.1
7
+ modelscope==1.8.4
8
+ open_clip_torch==2.20.0
9
+ opencv-python-headless==4.8.0.76
10
+ pytorch-lightning==2.0.7
11
+ rotary-embedding-torch==0.2.7
12
+ scipy==1.11.2
13
+ torch==2.0.1
14
+ torchsde==0.2.5
15
+ xformers==0.0.20
style.css ADDED
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+ h1 {
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+ text-align: center;
3
+ }
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+
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+ #duplicate-button {
6
+ margin: auto;
7
+ color: #fff;
8
+ background: #1565c0;
9
+ border-radius: 100vh;
10
+ }
11
+
12
+ #component-0 {
13
+ max-width: 730px;
14
+ margin: auto;
15
+ padding-top: 1.5rem;
16
+ }