Initial project
Browse files- .gitattributes +2 -0
- .gitignore +172 -0
- .vscode/settings.json +6 -0
- README.md +12 -3
- app.py +76 -0
- functions.py +223 -0
- openllm.py +59 -0
- pixi.lock +1634 -0
- pixi.toml +44 -0
.gitattributes
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@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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# SCM syntax highlighting
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pixi.lock linguist-language=YAML linguist-generated=true
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.gitignore
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@@ -0,0 +1,172 @@
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| 1 |
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# Byte-compiled / optimized / DLL files
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| 2 |
+
__pycache__/
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| 3 |
+
*.py[cod]
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| 4 |
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*$py.class
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# C extensions
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| 7 |
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*.so
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+
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| 9 |
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# Distribution / packaging
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| 10 |
+
.Python
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| 11 |
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build/
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| 12 |
+
develop-eggs/
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| 13 |
+
dist/
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+
downloads/
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| 15 |
+
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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| 21 |
+
var/
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| 22 |
+
wheels/
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| 23 |
+
share/python-wheels/
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| 24 |
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*.egg-info/
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| 25 |
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.installed.cfg
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| 26 |
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*.egg
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| 27 |
+
MANIFEST
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| 28 |
+
|
| 29 |
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# PyInstaller
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| 30 |
+
# Usually these files are written by a python script from a template
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| 31 |
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
|
| 32 |
+
*.manifest
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| 33 |
+
*.spec
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| 34 |
+
|
| 35 |
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# Installer logs
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| 36 |
+
pip-log.txt
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| 37 |
+
pip-delete-this-directory.txt
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| 38 |
+
|
| 39 |
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# Unit test / coverage reports
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| 40 |
+
htmlcov/
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| 41 |
+
.tox/
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| 42 |
+
.nox/
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| 43 |
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.coverage
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| 44 |
+
.coverage.*
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| 45 |
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.cache
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| 46 |
+
nosetests.xml
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| 47 |
+
coverage.xml
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| 48 |
+
*.cover
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| 49 |
+
*.py,cover
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| 50 |
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.hypothesis/
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| 51 |
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.pytest_cache/
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| 52 |
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cover/
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| 53 |
+
|
| 54 |
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# Translations
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| 55 |
+
*.mo
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| 56 |
+
*.pot
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| 57 |
+
|
| 58 |
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# Django stuff:
|
| 59 |
+
*.log
|
| 60 |
+
local_settings.py
|
| 61 |
+
db.sqlite3
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| 62 |
+
db.sqlite3-journal
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| 63 |
+
|
| 64 |
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# Flask stuff:
|
| 65 |
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instance/
|
| 66 |
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.webassets-cache
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| 67 |
+
|
| 68 |
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# Scrapy stuff:
|
| 69 |
+
.scrapy
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| 70 |
+
|
| 71 |
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# Sphinx documentation
|
| 72 |
+
docs/_build/
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| 73 |
+
|
| 74 |
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# PyBuilder
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| 75 |
+
.pybuilder/
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| 76 |
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target/
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| 77 |
+
|
| 78 |
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# Jupyter Notebook
|
| 79 |
+
.ipynb_checkpoints
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| 80 |
+
|
| 81 |
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# IPython
|
| 82 |
+
profile_default/
|
| 83 |
+
ipython_config.py
|
| 84 |
+
|
| 85 |
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# pyenv
|
| 86 |
+
# For a library or package, you might want to ignore these files since the code is
|
| 87 |
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# intended to run in multiple environments; otherwise, check them in:
|
| 88 |
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# .python-version
|
| 89 |
+
|
| 90 |
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# pipenv
|
| 91 |
+
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
|
| 92 |
+
# However, in case of collaboration, if having platform-specific dependencies or dependencies
|
| 93 |
+
# having no cross-platform support, pipenv may install dependencies that don't work, or not
|
| 94 |
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# install all needed dependencies.
|
| 95 |
+
#Pipfile.lock
|
| 96 |
+
|
| 97 |
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# poetry
|
| 98 |
+
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
|
| 99 |
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# This is especially recommended for binary packages to ensure reproducibility, and is more
|
| 100 |
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# commonly ignored for libraries.
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| 101 |
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# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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| 102 |
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#poetry.lock
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| 103 |
+
|
| 104 |
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# pdm
|
| 105 |
+
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
|
| 106 |
+
#pdm.lock
|
| 107 |
+
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
|
| 108 |
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# in version control.
|
| 109 |
+
# https://pdm.fming.dev/latest/usage/project/#working-with-version-control
|
| 110 |
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.pdm.toml
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| 111 |
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.pdm-python
|
| 112 |
+
.pdm-build/
|
| 113 |
+
|
| 114 |
+
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
|
| 115 |
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__pypackages__/
|
| 116 |
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|
| 117 |
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# Celery stuff
|
| 118 |
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celerybeat-schedule
|
| 119 |
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celerybeat.pid
|
| 120 |
+
|
| 121 |
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# SageMath parsed files
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| 122 |
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*.sage.py
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| 123 |
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| 124 |
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# Environments
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| 125 |
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.env
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| 126 |
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.venv
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| 127 |
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env/
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| 128 |
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venv/
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| 129 |
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ENV/
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| 130 |
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env.bak/
|
| 131 |
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venv.bak/
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| 132 |
+
|
| 133 |
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# Spyder project settings
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| 134 |
+
.spyderproject
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| 135 |
+
.spyproject
|
| 136 |
+
|
| 137 |
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# Rope project settings
|
| 138 |
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.ropeproject
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| 139 |
+
|
| 140 |
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# mkdocs documentation
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| 141 |
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/site
|
| 142 |
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|
| 143 |
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# mypy
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| 144 |
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.mypy_cache/
|
| 145 |
+
.dmypy.json
|
| 146 |
+
dmypy.json
|
| 147 |
+
|
| 148 |
+
# Pyre type checker
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| 149 |
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.pyre/
|
| 150 |
+
|
| 151 |
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# pytype static type analyzer
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| 152 |
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.pytype/
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| 153 |
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|
| 154 |
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# Cython debug symbols
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| 155 |
+
cython_debug/
|
| 156 |
+
|
| 157 |
+
# PyCharm
|
| 158 |
+
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
|
| 159 |
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# 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 |
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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| 162 |
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#.idea/
|
| 163 |
+
|
| 164 |
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# HuggingFace
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| 165 |
+
.cache/
|
| 166 |
+
|
| 167 |
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# CUSTOM
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| 168 |
+
*.db
|
| 169 |
+
|
| 170 |
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# pixi environments
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| 171 |
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.pixi
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| 172 |
+
*.egg-info
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.vscode/settings.json
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{
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| 2 |
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"editor.codeActionsOnSave": {
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| 3 |
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"source.organizeImports": "explicit",
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| 4 |
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"source.fixAll": "explicit"
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| 5 |
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}
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| 6 |
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}
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README.md
CHANGED
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@@ -1,14 +1,23 @@
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|
| 1 |
---
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| 2 |
-
title: Open
|
| 3 |
-
emoji:
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| 4 |
-
colorFrom:
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| 5 |
colorTo: yellow
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| 6 |
sdk: gradio
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| 7 |
sdk_version: 5.7.1
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| 8 |
app_file: app.py
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| 9 |
pinned: false
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| 10 |
license: apache-2.0
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| 11 |
short_description: Adds Open LLM Leaderboard results to a target modelcard
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| 12 |
---
|
| 13 |
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| 14 |
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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|
| 1 |
---
|
| 2 |
+
title: Open LLM Leaderboard Results To Modelcard
|
| 3 |
+
emoji: π§
|
| 4 |
+
colorFrom: green
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| 5 |
colorTo: yellow
|
| 6 |
sdk: gradio
|
| 7 |
sdk_version: 5.7.1
|
| 8 |
+
python_version: 3.12
|
| 9 |
app_file: app.py
|
| 10 |
pinned: false
|
| 11 |
license: apache-2.0
|
| 12 |
short_description: Adds Open LLM Leaderboard results to a target modelcard
|
| 13 |
+
hf_oauth: true
|
| 14 |
+
hf_oauth_scopes:
|
| 15 |
+
- read-repos
|
| 16 |
+
- write-discussions
|
| 17 |
+
space_ci:
|
| 18 |
+
trusted_authors: []
|
| 19 |
+
secrets: []
|
| 20 |
+
hardware: cpu-basic
|
| 21 |
---
|
| 22 |
|
| 23 |
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
ADDED
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| 1 |
+
import os
|
| 2 |
+
import time
|
| 3 |
+
os.system("wget https://raw.githubusercontent.com/Weyaxi/scrape-open-llm-leaderboard/main/openllm.py")
|
| 4 |
+
from huggingface_hub import HfApi, HfFileSystem
|
| 5 |
+
import time
|
| 6 |
+
import pandas as pd
|
| 7 |
+
import threading
|
| 8 |
+
import gradio as gr
|
| 9 |
+
from gradio_space_ci import enable_space_ci
|
| 10 |
+
from functions import commit
|
| 11 |
+
|
| 12 |
+
enable_space_ci()
|
| 13 |
+
|
| 14 |
+
HF_TOKEN = os.getenv('HF_TOKEN')
|
| 15 |
+
BOT_HF_TOKEN = os.getenv('BOT_HF_TOKEN')
|
| 16 |
+
|
| 17 |
+
|
| 18 |
+
api = HfApi()
|
| 19 |
+
fs = HfFileSystem()
|
| 20 |
+
|
| 21 |
+
def refresh(how_much=43200): # default to 12 hour
|
| 22 |
+
time.sleep(how_much)
|
| 23 |
+
try:
|
| 24 |
+
api.restart_space(repo_id="Weyaxi/leaderboard-results-to-modelcard")
|
| 25 |
+
except Exception as e:
|
| 26 |
+
print(f"Error while scraping leaderboard, trying again... {e}")
|
| 27 |
+
refresh(600) # 10 minutes if any error happens
|
| 28 |
+
|
| 29 |
+
gradio_title="π§ Open LLM Leaderboard Results PR Opener"
|
| 30 |
+
gradio_desc= """π― This tool's aim is to provide [Open LLM Leaderboard](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard) results in the model card.
|
| 31 |
+
|
| 32 |
+
## π What Does This Tool Do:
|
| 33 |
+
|
| 34 |
+
- This tool adds the [Open LLM Leaderboard](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard) result of your model at the end of your model card.
|
| 35 |
+
|
| 36 |
+
- This tool also adds evaluation results as your model's metadata to showcase the evaluation results as a widget.
|
| 37 |
+
|
| 38 |
+
## π οΈ Backend
|
| 39 |
+
|
| 40 |
+
The leaderboard's backend mainly runs on the [Hugging Face Hub API](https://huggingface.co/docs/huggingface_hub/v0.5.1/en/package_reference/hf_api).
|
| 41 |
+
|
| 42 |
+
## π€ Acknowledgements
|
| 43 |
+
|
| 44 |
+
- Special thanks to [ClΓ©mentine Fourrier (clefourrier)](https://huggingface.co/clefourrier) for her help and contributions to the code.
|
| 45 |
+
|
| 46 |
+
- Special thanks to [Lucain Pouget (Wauplin)](https://huggingface.co/Wauplin) for assisting with the [Hugging Face Hub API](https://huggingface.co/docs/huggingface_hub/v0.5.1/en/package_reference/hf_api).
|
| 47 |
+
"""
|
| 48 |
+
|
| 49 |
+
with gr.Blocks() as demo:
|
| 50 |
+
gr.HTML(f"""<h1 align="center" id="space-title">{gradio_title}</h1>""")
|
| 51 |
+
gr.HTML(f"""<h1 align="center" id="space-title" style="font-weight: bold; font-size: 40px; color: red;">DON'T SPAM MODELS!</h1>""")
|
| 52 |
+
gr.HTML(f"""<h1 align="center" id="space-title" style="font-weight: bold; font-size: 25px; color: red;">I understand why you are angry, but spamming won't change anything!</h1>""")
|
| 53 |
+
|
| 54 |
+
gr.Markdown(gradio_desc)
|
| 55 |
+
|
| 56 |
+
with gr.Row(equal_height=False):
|
| 57 |
+
with gr.Column():
|
| 58 |
+
model_id = gr.Textbox(label="Model ID or URL", lines=1)
|
| 59 |
+
gr.LoginButton()
|
| 60 |
+
|
| 61 |
+
with gr.Column():
|
| 62 |
+
output = gr.Textbox(label="Output", lines=1)
|
| 63 |
+
|
| 64 |
+
submit_btn = gr.Button("Submit", variant="primary")
|
| 65 |
+
|
| 66 |
+
def validate_model_id(input_id, oauth_token: gr.OAuthToken):
|
| 67 |
+
if "mattshumer/" in input_id:
|
| 68 |
+
gr.Error("DON'T, DON'T SPAM THAT MODELS")
|
| 69 |
+
return "DON'T, DON'T SPAM THAT MODELS"
|
| 70 |
+
else:
|
| 71 |
+
return commit(input_id, oauth_token=oauth_token.token)
|
| 72 |
+
|
| 73 |
+
submit_btn.click(validate_model_id, model_id, output)
|
| 74 |
+
|
| 75 |
+
threading.Thread(target=refresh).start()
|
| 76 |
+
demo.launch()
|
functions.py
ADDED
|
@@ -0,0 +1,223 @@
|
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|
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|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import os
|
| 2 |
+
|
| 3 |
+
import gradio as gr
|
| 4 |
+
import pandas as pd
|
| 5 |
+
from huggingface_hub import (
|
| 6 |
+
CommitOperationAdd,
|
| 7 |
+
EvalResult,
|
| 8 |
+
ModelCard,
|
| 9 |
+
RepoUrl,
|
| 10 |
+
create_commit,
|
| 11 |
+
)
|
| 12 |
+
from huggingface_hub.repocard_data import eval_results_to_model_index
|
| 13 |
+
from pytablewriter import MarkdownTableWriter
|
| 14 |
+
|
| 15 |
+
from openllm import get_datas, get_json_format_data
|
| 16 |
+
|
| 17 |
+
BOT_HF_TOKEN = os.getenv("BOT_HF_TOKEN")
|
| 18 |
+
|
| 19 |
+
|
| 20 |
+
def search(df, value):
|
| 21 |
+
result_df = df[df["Model"] == value]
|
| 22 |
+
return result_df.iloc[0].to_dict() if not result_df.empty else None
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
def get_details_url(repo):
|
| 26 |
+
author, model = repo.split("/")
|
| 27 |
+
return f"https://huggingface.co/datasets/open-llm-leaderboard/{author}__{model}-details"
|
| 28 |
+
|
| 29 |
+
|
| 30 |
+
def get_query_url(repo):
|
| 31 |
+
return f"https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query={repo}"
|
| 32 |
+
|
| 33 |
+
|
| 34 |
+
def get_task_summary(results):
|
| 35 |
+
return {
|
| 36 |
+
"IFEval": {
|
| 37 |
+
"dataset_type": "HuggingFaceH4/ifeval",
|
| 38 |
+
"dataset_name": "IFEval (0-Shot)",
|
| 39 |
+
"metric_type": "inst_level_strict_acc and prompt_level_strict_acc",
|
| 40 |
+
"metric_value": results["IFEval"],
|
| 41 |
+
"dataset_config": None, # don't know
|
| 42 |
+
"dataset_split": None, # don't know
|
| 43 |
+
"dataset_revision": None,
|
| 44 |
+
"dataset_args": {"num_few_shot": 0},
|
| 45 |
+
"metric_name": "strict accuracy",
|
| 46 |
+
},
|
| 47 |
+
"BBH": {
|
| 48 |
+
"dataset_type": "BBH",
|
| 49 |
+
"dataset_name": "BBH (3-Shot)",
|
| 50 |
+
"metric_type": "acc_norm",
|
| 51 |
+
"metric_value": results["BBH"],
|
| 52 |
+
"dataset_config": None, # don't know
|
| 53 |
+
"dataset_split": None, # don't know
|
| 54 |
+
"dataset_revision": None,
|
| 55 |
+
"dataset_args": {"num_few_shot": 3},
|
| 56 |
+
"metric_name": "normalized accuracy",
|
| 57 |
+
},
|
| 58 |
+
"MATH Lvl 5": {
|
| 59 |
+
"dataset_type": "hendrycks/competition_math",
|
| 60 |
+
"dataset_name": "MATH Lvl 5 (4-Shot)",
|
| 61 |
+
"metric_type": "exact_match",
|
| 62 |
+
"metric_value": results["MATH Lvl 5"],
|
| 63 |
+
"dataset_config": None, # don't know
|
| 64 |
+
"dataset_split": None, # don't know
|
| 65 |
+
"dataset_revision": None,
|
| 66 |
+
"dataset_args": {"num_few_shot": 4},
|
| 67 |
+
"metric_name": "exact match",
|
| 68 |
+
},
|
| 69 |
+
"GPQA": {
|
| 70 |
+
"dataset_type": "Idavidrein/gpqa",
|
| 71 |
+
"dataset_name": "GPQA (0-shot)",
|
| 72 |
+
"metric_type": "acc_norm",
|
| 73 |
+
"metric_value": results["GPQA"],
|
| 74 |
+
"dataset_config": None, # don't know
|
| 75 |
+
"dataset_split": None, # don't know
|
| 76 |
+
"dataset_revision": None,
|
| 77 |
+
"dataset_args": {"num_few_shot": 0},
|
| 78 |
+
"metric_name": "acc_norm",
|
| 79 |
+
},
|
| 80 |
+
"MuSR": {
|
| 81 |
+
"dataset_type": "TAUR-Lab/MuSR",
|
| 82 |
+
"dataset_name": "MuSR (0-shot)",
|
| 83 |
+
"metric_type": "acc_norm",
|
| 84 |
+
"metric_value": results["MUSR"],
|
| 85 |
+
"dataset_config": None, # don't know
|
| 86 |
+
"dataset_split": None, # don't know
|
| 87 |
+
"dataset_args": {"num_few_shot": 0},
|
| 88 |
+
"metric_name": "acc_norm",
|
| 89 |
+
},
|
| 90 |
+
"MMLU-PRO": {
|
| 91 |
+
"dataset_type": "TIGER-Lab/MMLU-Pro",
|
| 92 |
+
"dataset_name": "MMLU-PRO (5-shot)",
|
| 93 |
+
"metric_type": "acc",
|
| 94 |
+
"metric_value": results["MMLU-PRO"],
|
| 95 |
+
"dataset_config": "main",
|
| 96 |
+
"dataset_split": "test",
|
| 97 |
+
"dataset_args": {"num_few_shot": 5},
|
| 98 |
+
"metric_name": "accuracy",
|
| 99 |
+
},
|
| 100 |
+
}
|
| 101 |
+
|
| 102 |
+
|
| 103 |
+
def get_eval_results(df, repo):
|
| 104 |
+
results = search(df, repo)
|
| 105 |
+
task_summary = get_task_summary(results)
|
| 106 |
+
md_writer = MarkdownTableWriter()
|
| 107 |
+
md_writer.headers = ["Metric", "Value"]
|
| 108 |
+
md_writer.value_matrix = [["Avg.", results["Average β¬οΈ"]]] + [
|
| 109 |
+
[v["dataset_name"], v["metric_value"]] for v in task_summary.values()
|
| 110 |
+
]
|
| 111 |
+
|
| 112 |
+
text = f"""
|
| 113 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
|
| 114 |
+
Detailed results can be found [here]({get_details_url(repo)})
|
| 115 |
+
|
| 116 |
+
{md_writer.dumps()}
|
| 117 |
+
"""
|
| 118 |
+
return text
|
| 119 |
+
|
| 120 |
+
|
| 121 |
+
def get_edited_yaml_readme(df, repo, token: str | None):
|
| 122 |
+
card = ModelCard.load(repo, token=token)
|
| 123 |
+
results = search(df, repo)
|
| 124 |
+
|
| 125 |
+
common = {
|
| 126 |
+
"task_type": "text-generation",
|
| 127 |
+
"task_name": "Text Generation",
|
| 128 |
+
"source_name": "Open LLM Leaderboard",
|
| 129 |
+
"source_url": f"https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query={repo}",
|
| 130 |
+
}
|
| 131 |
+
|
| 132 |
+
tasks_results = get_task_summary(results)
|
| 133 |
+
|
| 134 |
+
if not card.data[
|
| 135 |
+
"eval_results"
|
| 136 |
+
]: # No results reported yet, we initialize the metadata
|
| 137 |
+
card.data["model-index"] = eval_results_to_model_index(
|
| 138 |
+
repo.split("/")[1],
|
| 139 |
+
[EvalResult(**task, **common) for task in tasks_results.values()],
|
| 140 |
+
)
|
| 141 |
+
else: # We add the new evaluations
|
| 142 |
+
for task in tasks_results.values():
|
| 143 |
+
cur_result = EvalResult(**task, **common)
|
| 144 |
+
if any(
|
| 145 |
+
result.is_equal_except_value(cur_result)
|
| 146 |
+
for result in card.data["eval_results"]
|
| 147 |
+
):
|
| 148 |
+
continue
|
| 149 |
+
card.data["eval_results"].append(cur_result)
|
| 150 |
+
|
| 151 |
+
return str(card)
|
| 152 |
+
|
| 153 |
+
|
| 154 |
+
def commit(
|
| 155 |
+
repo,
|
| 156 |
+
pr_number=None,
|
| 157 |
+
message="Adding Evaluation Results",
|
| 158 |
+
oauth_token: gr.OAuthToken | None = None,
|
| 159 |
+
): # specify pr number if you want to edit it, don't if you don't want
|
| 160 |
+
data = get_json_format_data()
|
| 161 |
+
finished_models = get_datas(data)
|
| 162 |
+
df = pd.DataFrame(finished_models)
|
| 163 |
+
|
| 164 |
+
desc = """
|
| 165 |
+
This is an automated PR created with https://huggingface.co/spaces/Weyaxi/open-llm-leaderboard-results-pr
|
| 166 |
+
|
| 167 |
+
The purpose of this PR is to add evaluation results from the Open LLM Leaderboard to your model card.
|
| 168 |
+
|
| 169 |
+
Please report any issues here: https://huggingface.co/spaces/Weyaxi/open-llm-leaderboard-results-pr/discussions
|
| 170 |
+
"""
|
| 171 |
+
|
| 172 |
+
if not oauth_token:
|
| 173 |
+
raise gr.Warning(
|
| 174 |
+
"You are not logged in. Click on 'Sign in with Huggingface' to log in."
|
| 175 |
+
)
|
| 176 |
+
else:
|
| 177 |
+
token = oauth_token
|
| 178 |
+
|
| 179 |
+
if repo.startswith("https://huggingface.co/"):
|
| 180 |
+
try:
|
| 181 |
+
repo = RepoUrl(repo).repo_id
|
| 182 |
+
except Exception:
|
| 183 |
+
raise gr.Error(f"Not a valid repo id: {str(repo)}")
|
| 184 |
+
|
| 185 |
+
edited = {"revision": f"refs/pr/{pr_number}"} if pr_number else {"create_pr": True}
|
| 186 |
+
|
| 187 |
+
try:
|
| 188 |
+
try: # check if there is a readme already
|
| 189 |
+
readme_text = get_edited_yaml_readme(
|
| 190 |
+
df, repo, token=token
|
| 191 |
+
) + get_eval_results(df, repo)
|
| 192 |
+
except Exception as e:
|
| 193 |
+
if "Repo card metadata block was not found." in str(e): # There is no readme
|
| 194 |
+
readme_text = get_edited_yaml_readme(df, repo, token=token)
|
| 195 |
+
else:
|
| 196 |
+
print(f"Something went wrong: {e}")
|
| 197 |
+
|
| 198 |
+
liste = [
|
| 199 |
+
CommitOperationAdd(
|
| 200 |
+
path_in_repo="README.md", path_or_fileobj=readme_text.encode()
|
| 201 |
+
)
|
| 202 |
+
]
|
| 203 |
+
commit = create_commit(
|
| 204 |
+
repo_id=repo,
|
| 205 |
+
token=token,
|
| 206 |
+
operations=liste,
|
| 207 |
+
commit_message=message,
|
| 208 |
+
commit_description=desc,
|
| 209 |
+
repo_type="model",
|
| 210 |
+
**edited,
|
| 211 |
+
).pr_url
|
| 212 |
+
|
| 213 |
+
return commit
|
| 214 |
+
|
| 215 |
+
except Exception as e:
|
| 216 |
+
if "Discussions are disabled for this repo" in str(e):
|
| 217 |
+
return "Discussions disabled"
|
| 218 |
+
elif "Cannot access gated repo" in str(e):
|
| 219 |
+
return "Gated repo"
|
| 220 |
+
elif "Repository Not Found" in str(e):
|
| 221 |
+
return "Repository Not Found"
|
| 222 |
+
else:
|
| 223 |
+
return e
|
openllm.py
ADDED
|
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import json
|
| 2 |
+
|
| 3 |
+
import requests
|
| 4 |
+
from bs4 import BeautifulSoup
|
| 5 |
+
|
| 6 |
+
|
| 7 |
+
def get_json_format_data():
|
| 8 |
+
url = "https://open-llm-leaderboard-open-llm-leaderboard.hf.space/"
|
| 9 |
+
response = requests.get(url)
|
| 10 |
+
soup = BeautifulSoup(response.content, "html.parser")
|
| 11 |
+
|
| 12 |
+
script_elements = soup.find_all("script")
|
| 13 |
+
json_format_data = json.loads(str(script_elements[1])[31:-10])
|
| 14 |
+
return json_format_data
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
def get_datas(data):
|
| 18 |
+
for component_index in range(
|
| 19 |
+
0, 50, 1
|
| 20 |
+
): # component_index sometimes changes when they update the space, we can use this "for" loop to avoid changing component index manually
|
| 21 |
+
try:
|
| 22 |
+
result_list = []
|
| 23 |
+
i = 0
|
| 24 |
+
columns = data["components"][component_index]["props"]["headers"]
|
| 25 |
+
|
| 26 |
+
while True:
|
| 27 |
+
try:
|
| 28 |
+
results = data["components"][component_index]["props"]["value"]["data"][i]
|
| 29 |
+
|
| 30 |
+
model_fullname_index = (
|
| 31 |
+
columns.index("fullname")
|
| 32 |
+
if "fullname" in [col.lower() for col in columns]
|
| 33 |
+
else -3
|
| 34 |
+
) # Will be used when we extract the model name from the data
|
| 35 |
+
|
| 36 |
+
try:
|
| 37 |
+
results_json = {
|
| 38 |
+
"T": results[0],
|
| 39 |
+
"Model": results[model_fullname_index],
|
| 40 |
+
} # Set the first 2 manually because normally there is a link in the "Model" column
|
| 41 |
+
|
| 42 |
+
if (
|
| 43 |
+
len(columns) < 20
|
| 44 |
+
): # If there are less than 20 columns (this number can definetly change), we know that we are trying wrong component index, so breaking loop to try next component index.
|
| 45 |
+
break
|
| 46 |
+
|
| 47 |
+
for col_index, col_name in enumerate(columns[2:], start=2):
|
| 48 |
+
results_json[col_name] = results[col_index]
|
| 49 |
+
|
| 50 |
+
except IndexError: # Wrong component index, so breaking loop to try next component index. (NOTE: More than one component index can give you some results but we must find the right component index to get all results we want.)
|
| 51 |
+
break
|
| 52 |
+
result_list.append(results_json)
|
| 53 |
+
i += 1
|
| 54 |
+
except IndexError: # No rows to extract so return the list (We know it is the right component index because we didn't break out of loop on the other exception.)
|
| 55 |
+
return result_list
|
| 56 |
+
except (KeyError, TypeError):
|
| 57 |
+
continue
|
| 58 |
+
|
| 59 |
+
return result_list
|
pixi.lock
ADDED
|
@@ -0,0 +1,1634 @@
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|
| 1 |
+
version: 5
|
| 2 |
+
environments:
|
| 3 |
+
default:
|
| 4 |
+
channels:
|
| 5 |
+
- url: https://conda.anaconda.org/conda-forge/
|
| 6 |
+
- url: https://conda.anaconda.org/huggingface/
|
| 7 |
+
indexes:
|
| 8 |
+
- https://pypi.org/simple
|
| 9 |
+
packages:
|
| 10 |
+
win-64:
|
| 11 |
+
- conda: https://conda.anaconda.org/conda-forge/win-64/brotli-python-1.1.0-py310h9e98ed7_2.conda
|
| 12 |
+
- conda: https://conda.anaconda.org/conda-forge/win-64/bzip2-1.0.8-h2466b09_7.conda
|
| 13 |
+
- conda: https://conda.anaconda.org/conda-forge/win-64/ca-certificates-2024.8.30-h56e8100_0.conda
|
| 14 |
+
- conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2024.8.30-pyhd8ed1ab_0.conda
|
| 15 |
+
- conda: https://conda.anaconda.org/conda-forge/win-64/cffi-1.17.1-py310ha8f682b_0.conda
|
| 16 |
+
- conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.0-pyhd8ed1ab_0.conda
|
| 17 |
+
- conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_0.tar.bz2
|
| 18 |
+
- conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.16.1-pyhd8ed1ab_0.conda
|
| 19 |
+
- conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2024.10.0-pyhff2d567_0.conda
|
| 20 |
+
- conda: https://conda.anaconda.org/conda-forge/noarch/h2-4.1.0-pyhd8ed1ab_0.tar.bz2
|
| 21 |
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purls: []
|
| 1591 |
+
size: 63274
|
| 1592 |
+
timestamp: 1641347623319
|
| 1593 |
+
- kind: conda
|
| 1594 |
+
name: zstandard
|
| 1595 |
+
version: 0.23.0
|
| 1596 |
+
build: py310he5e10e1_1
|
| 1597 |
+
build_number: 1
|
| 1598 |
+
subdir: win-64
|
| 1599 |
+
url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.23.0-py310he5e10e1_1.conda
|
| 1600 |
+
sha256: 4e8aff4d0d42024e9f70783e51666186a681384d59fdd03fafda4b28f1fd540e
|
| 1601 |
+
md5: 2a879227ccc1a10a2caddf12607ffaeb
|
| 1602 |
+
depends:
|
| 1603 |
+
- cffi >=1.11
|
| 1604 |
+
- python >=3.10,<3.11.0a0
|
| 1605 |
+
- python_abi 3.10.* *_cp310
|
| 1606 |
+
- ucrt >=10.0.20348.0
|
| 1607 |
+
- vc >=14.2,<15
|
| 1608 |
+
- vc14_runtime >=14.29.30139
|
| 1609 |
+
- zstd >=1.5.6,<1.5.7.0a0
|
| 1610 |
+
- zstd >=1.5.6,<1.6.0a0
|
| 1611 |
+
license: BSD-3-Clause
|
| 1612 |
+
license_family: BSD
|
| 1613 |
+
purls:
|
| 1614 |
+
- pkg:pypi/zstandard?source=hash-mapping
|
| 1615 |
+
size: 311278
|
| 1616 |
+
timestamp: 1725306039901
|
| 1617 |
+
- kind: conda
|
| 1618 |
+
name: zstd
|
| 1619 |
+
version: 1.5.6
|
| 1620 |
+
build: h0ea2cb4_0
|
| 1621 |
+
subdir: win-64
|
| 1622 |
+
url: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.6-h0ea2cb4_0.conda
|
| 1623 |
+
sha256: 768e30dc513568491818fb068ee867c57c514b553915536da09e5d10b4ebf3c3
|
| 1624 |
+
md5: 9a17230f95733c04dc40a2b1e5491d74
|
| 1625 |
+
depends:
|
| 1626 |
+
- libzlib >=1.2.13,<2.0.0a0
|
| 1627 |
+
- ucrt >=10.0.20348.0
|
| 1628 |
+
- vc >=14.2,<15
|
| 1629 |
+
- vc14_runtime >=14.29.30139
|
| 1630 |
+
license: BSD-3-Clause
|
| 1631 |
+
license_family: BSD
|
| 1632 |
+
purls: []
|
| 1633 |
+
size: 349143
|
| 1634 |
+
timestamp: 1714723445995
|
pixi.toml
ADDED
|
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[project]
|
| 2 |
+
channels = ["conda-forge", "huggingface"]
|
| 3 |
+
description = "Add a short description here"
|
| 4 |
+
name = "open-llm-leaderboard-results-to-modelcard"
|
| 5 |
+
platforms = ["win-64"]
|
| 6 |
+
version = "0.1.0"
|
| 7 |
+
|
| 8 |
+
[tasks]
|
| 9 |
+
|
| 10 |
+
[dependencies]
|
| 11 |
+
python = "3.10.*"
|
| 12 |
+
huggingface_hub = ">=0.26.2,<0.27"
|
| 13 |
+
ruff = ">=0.8.1,<0.9"
|
| 14 |
+
|
| 15 |
+
[pypi-dependencies]
|
| 16 |
+
gradio = "==5.7.1"
|
| 17 |
+
pytablewriter = ">=1.2.0, <2"
|
| 18 |
+
gradio-space-ci = { git = "https://huggingface.co/spaces/Wauplin/gradio-space-ci", rev = "0.2.3" }
|
| 19 |
+
beautifulsoup4 = ">=4.12.3, <5"
|
| 20 |
+
|
| 21 |
+
[tool.ruff]
|
| 22 |
+
exclude = [".pixi", "__pycache__"]
|
| 23 |
+
ignore = ["E501", "E402"]
|
| 24 |
+
select = [
|
| 25 |
+
# pycodestyle
|
| 26 |
+
"E",
|
| 27 |
+
# Pyflakes
|
| 28 |
+
"F",
|
| 29 |
+
# Warnings
|
| 30 |
+
"W",
|
| 31 |
+
# isort
|
| 32 |
+
"I",
|
| 33 |
+
# pyupgrade
|
| 34 |
+
"UP",
|
| 35 |
+
# flake8-bugbear
|
| 36 |
+
"B",
|
| 37 |
+
# flake8-simplify
|
| 38 |
+
"SIM",
|
| 39 |
+
# flake8-quotes
|
| 40 |
+
"Q",
|
| 41 |
+
# flake8-async
|
| 42 |
+
"ASYNC"
|
| 43 |
+
]
|
| 44 |
+
line-length = 132
|