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a9166b8
0
Parent(s):
RRAA!!! Time to fly!
Browse files- .gitignore +164 -0
- Pipfile +13 -0
- Pipfile.lock +1136 -0
- README.md +6 -0
- bible_prompts.ipynb +105 -0
.gitignore
ADDED
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@@ -0,0 +1,164 @@
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| 1 |
+
# Byte-compiled / optimized / DLL files
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| 2 |
+
__pycache__/
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| 3 |
+
*.py[cod]
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| 4 |
+
*$py.class
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| 5 |
+
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| 6 |
+
# C extensions
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| 7 |
+
*.so
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| 8 |
+
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| 9 |
+
# Distribution / packaging
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| 10 |
+
.Python
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| 11 |
+
build/
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| 12 |
+
develop-eggs/
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| 13 |
+
dist/
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| 14 |
+
downloads/
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| 15 |
+
eggs/
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| 16 |
+
.eggs/
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| 17 |
+
lib/
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| 18 |
+
lib64/
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| 19 |
+
parts/
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| 20 |
+
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 |
+
*.egg-info/
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| 25 |
+
.installed.cfg
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| 26 |
+
*.egg
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| 27 |
+
MANIFEST
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| 28 |
+
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| 29 |
+
# PyInstaller
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| 30 |
+
# Usually these files are written by a python script from a template
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| 31 |
+
# before PyInstaller builds the exe, so as to inject date/other infos into it.
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| 32 |
+
*.manifest
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| 33 |
+
*.spec
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| 34 |
+
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| 35 |
+
# 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 |
+
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| 39 |
+
# 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 |
+
.coverage
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| 44 |
+
.coverage.*
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| 45 |
+
.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 |
+
.hypothesis/
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| 51 |
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.pytest_cache/
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| 52 |
+
cover/
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| 53 |
+
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| 54 |
+
# Translations
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| 55 |
+
*.mo
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| 56 |
+
*.pot
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| 57 |
+
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| 58 |
+
# Django stuff:
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| 59 |
+
*.log
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| 60 |
+
local_settings.py
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| 61 |
+
db.sqlite3
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| 62 |
+
db.sqlite3-journal
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| 63 |
+
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| 64 |
+
# Flask stuff:
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| 65 |
+
instance/
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| 66 |
+
.webassets-cache
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| 67 |
+
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| 68 |
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# Scrapy stuff:
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| 69 |
+
.scrapy
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| 70 |
+
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| 71 |
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# Sphinx documentation
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| 72 |
+
docs/_build/
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| 73 |
+
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| 74 |
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# PyBuilder
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| 75 |
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.pybuilder/
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| 76 |
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target/
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| 77 |
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| 78 |
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# Jupyter Notebook
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| 79 |
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.ipynb_checkpoints
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| 80 |
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| 81 |
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# IPython
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| 82 |
+
profile_default/
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| 83 |
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ipython_config.py
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| 84 |
+
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| 85 |
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# pyenv
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| 86 |
+
# For a library or package, you might want to ignore these files since the code is
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| 87 |
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# intended to run in multiple environments; otherwise, check them in:
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| 88 |
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# .python-version
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| 89 |
+
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| 90 |
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# pipenv
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| 91 |
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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| 92 |
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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| 93 |
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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| 94 |
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# install all needed dependencies.
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| 95 |
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#Pipfile.lock
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| 96 |
+
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| 97 |
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# poetry
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| 98 |
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# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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| 99 |
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# This is especially recommended for binary packages to ensure reproducibility, and is more
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| 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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#poetry.lock
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| 103 |
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| 104 |
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# pdm
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| 105 |
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# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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| 106 |
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#pdm.lock
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| 107 |
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# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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| 108 |
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# in version control.
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| 109 |
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# https://pdm.fming.dev/#use-with-ide
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| 110 |
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.pdm.toml
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| 111 |
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| 112 |
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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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| 113 |
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__pypackages__/
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| 114 |
+
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| 115 |
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# Celery stuff
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| 116 |
+
celerybeat-schedule
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| 117 |
+
celerybeat.pid
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| 118 |
+
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| 119 |
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# SageMath parsed files
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| 120 |
+
*.sage.py
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| 121 |
+
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| 122 |
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# Environments
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| 123 |
+
.env
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| 124 |
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.venv
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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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env.bak/
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| 129 |
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venv.bak/
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| 130 |
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| 131 |
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# Spyder project settings
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| 132 |
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.spyderproject
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| 133 |
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.spyproject
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| 134 |
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| 135 |
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# Rope project settings
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| 136 |
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.ropeproject
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| 137 |
+
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| 138 |
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# mkdocs documentation
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| 139 |
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/site
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| 140 |
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| 141 |
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# mypy
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| 142 |
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.mypy_cache/
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| 143 |
+
.dmypy.json
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| 144 |
+
dmypy.json
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| 145 |
+
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| 146 |
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# Pyre type checker
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| 147 |
+
.pyre/
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| 148 |
+
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| 149 |
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# pytype static type analyzer
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| 150 |
+
.pytype/
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| 151 |
+
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| 152 |
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# Cython debug symbols
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| 153 |
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cython_debug/
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| 154 |
+
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| 155 |
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# PyCharm
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| 156 |
+
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
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| 157 |
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# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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| 158 |
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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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| 159 |
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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| 160 |
+
#.idea/
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| 161 |
+
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| 162 |
+
# AiTextGen
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| 163 |
+
aitextgen/
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| 164 |
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.pytorch_model.bin
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Pipfile
ADDED
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@@ -0,0 +1,13 @@
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[[source]]
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| 2 |
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url = "https://pypi.org/simple"
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| 3 |
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verify_ssl = true
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| 4 |
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name = "pypi"
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| 5 |
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[packages]
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aitextgen = "==0.5.1"
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[dev-packages]
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| 10 |
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ipykernel = "*"
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| 11 |
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[requires]
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| 13 |
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python_version = "3.10"
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Pipfile.lock
ADDED
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@@ -0,0 +1,1136 @@
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| 1 |
+
{
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| 2 |
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"_meta": {
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| 3 |
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"hash": {
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| 4 |
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"sha256": "a9b73cfa5513af3e19ba001d32b0379dbfbc36a716d79ba7e28d12e532ba8125"
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| 7 |
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"requires": {
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|
| 9 |
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{
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"name": "pypi",
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| 14 |
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| 17 |
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| 19 |
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| 1119 |
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|
| 1134 |
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|
| 1135 |
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|
| 1136 |
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}
|
README.md
ADDED
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# AI Text Generation
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This repository contains jupyter notebooks for trying out GPT model generation as well as training GPT on a given dataset.
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## GPT Model Generation
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This is full of experiments that are based of aitextgen Python package.
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bible_prompts.ipynb
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 13,
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"metadata": {},
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"outputs": [],
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"source": [
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"from aitextgen import aitextgen"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 14,
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"Generate config GenerationConfig {\n",
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" \"bos_token_id\": 50256,\n",
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" \"eos_token_id\": 50256,\n",
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" \"transformers_version\": \"4.26.0\"\n",
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"}\n",
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"\n",
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"loading configuration file generation_config.json from cache at aitextgen/models--gpt2/snapshots/e7da7f221d5bf496a48136c0cd264e630fe9fcc8/generation_config.json\n",
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"Generate config GenerationConfig {\n",
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" \"_from_model_config\": true,\n",
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" \"bos_token_id\": 50256,\n",
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" \"eos_token_id\": 50256,\n",
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" \"transformers_version\": \"4.26.0\"\n",
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"}\n",
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"\n"
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]
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}
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],
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"source": [
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"# download, cache and load the 124M GPT-2 small model\n",
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"ai = aitextgen()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"Generate config GenerationConfig {\n",
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" \"bos_token_id\": 50256,\n",
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" \"eos_token_id\": 50256,\n",
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" \"transformers_version\": \"4.26.0\"\n",
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"}\n",
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"\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\u001b[1mThe first miracle in the Bible was outside the timing of God, in the sense that it was ahead of time.\u001b[0m It was outside the time of God when God was created. But it was outside of that time, as a result of the other miracles of the Bible that God did for us.\n",
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"\n",
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"In the New Testament, God tells us that Satan was a man who was called to be Pharaoh. That is, Pharaoh was king of a people that was called to be Pharaoh because he was the only man who could take the throne from a person who was not a man. He was called to be Pharaoh because he was the only man who could be king over a people who were also not a man.\n",
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"\n",
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"So the Bible tells us that God came in the future, and he was the only man who could put an end to the world. He was called to be Pharaoh because he was the only man who could take the throne from a person who was not a man, because he was\n"
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]
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}
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],
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"source": [
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"# generate text from a prompt\n",
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"ai.generate(n=1, prompt=\"The first miracle in the Bible was outside the timing of God, in the sense that it was ahead of time.\", max_length=200)"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "aitextgen-lCjzuLhL",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.2 (v3.10.2:a58ebcc701, Jan 13 2022, 14:50:16) [Clang 13.0.0 (clang-1300.0.29.30)]"
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},
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"orig_nbformat": 4,
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"vscode": {
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"interpreter": {
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"hash": "bd0d4537128aae094ef2ff19214bb7f4f91d586d002d99939285099b8166850f"
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}
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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