kaubarros-24
commited on
Commit
·
ea4407b
1
Parent(s):
5639b75
CHORE: APi
Browse files- .gitignore +162 -0
- README.md +1 -0
- pdm.lock +1227 -0
- potas_recommend/.gitignore +162 -0
- potas_recommend/config.json +34 -0
- potas_recommend/special_tokens_map.json +37 -0
- potas_recommend/tokenizer_config.json +57 -0
- potas_recommend/vocab.txt +0 -0
- pyproject.toml +18 -0
- requirements.txt +8 -0
- src/ai/__init__.py +0 -0
- src/ai/main.py +33 -0
- tests/__init__.py +0 -0
.gitignore
ADDED
|
@@ -0,0 +1,162 @@
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| 1 |
+
# Byte-compiled / optimized / DLL files
|
| 2 |
+
__pycache__/
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| 3 |
+
*.py[cod]
|
| 4 |
+
*$py.class
|
| 5 |
+
|
| 6 |
+
# C extensions
|
| 7 |
+
*.so
|
| 8 |
+
|
| 9 |
+
# Distribution / packaging
|
| 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/
|
| 16 |
+
.eggs/
|
| 17 |
+
lib/
|
| 18 |
+
lib64/
|
| 19 |
+
parts/
|
| 20 |
+
sdist/
|
| 21 |
+
var/
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| 22 |
+
wheels/
|
| 23 |
+
share/python-wheels/
|
| 24 |
+
*.egg-info/
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| 25 |
+
.installed.cfg
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| 26 |
+
*.egg
|
| 27 |
+
MANIFEST
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| 28 |
+
|
| 29 |
+
# PyInstaller
|
| 30 |
+
# Usually these files are written by a python script from a template
|
| 31 |
+
# before PyInstaller builds the exe, so as to inject date/other infos into it.
|
| 32 |
+
*.manifest
|
| 33 |
+
*.spec
|
| 34 |
+
|
| 35 |
+
# Installer logs
|
| 36 |
+
pip-log.txt
|
| 37 |
+
pip-delete-this-directory.txt
|
| 38 |
+
|
| 39 |
+
# Unit test / coverage reports
|
| 40 |
+
htmlcov/
|
| 41 |
+
.tox/
|
| 42 |
+
.nox/
|
| 43 |
+
.coverage
|
| 44 |
+
.coverage.*
|
| 45 |
+
.cache
|
| 46 |
+
nosetests.xml
|
| 47 |
+
coverage.xml
|
| 48 |
+
*.cover
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| 49 |
+
*.py,cover
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| 50 |
+
.hypothesis/
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| 51 |
+
.pytest_cache/
|
| 52 |
+
cover/
|
| 53 |
+
|
| 54 |
+
# Translations
|
| 55 |
+
*.mo
|
| 56 |
+
*.pot
|
| 57 |
+
|
| 58 |
+
# Django stuff:
|
| 59 |
+
*.log
|
| 60 |
+
local_settings.py
|
| 61 |
+
db.sqlite3
|
| 62 |
+
db.sqlite3-journal
|
| 63 |
+
|
| 64 |
+
# Flask stuff:
|
| 65 |
+
instance/
|
| 66 |
+
.webassets-cache
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| 67 |
+
|
| 68 |
+
# Scrapy stuff:
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| 69 |
+
.scrapy
|
| 70 |
+
|
| 71 |
+
# Sphinx documentation
|
| 72 |
+
docs/_build/
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| 73 |
+
|
| 74 |
+
# PyBuilder
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| 75 |
+
.pybuilder/
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| 76 |
+
target/
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| 77 |
+
|
| 78 |
+
# Jupyter Notebook
|
| 79 |
+
.ipynb_checkpoints
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| 80 |
+
|
| 81 |
+
# IPython
|
| 82 |
+
profile_default/
|
| 83 |
+
ipython_config.py
|
| 84 |
+
|
| 85 |
+
# pyenv
|
| 86 |
+
# For a library or package, you might want to ignore these files since the code is
|
| 87 |
+
# intended to run in multiple environments; otherwise, check them in:
|
| 88 |
+
# .python-version
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| 89 |
+
|
| 90 |
+
# 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 |
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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 |
+
#Pipfile.lock
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| 96 |
+
|
| 97 |
+
# poetry
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| 98 |
+
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
|
| 99 |
+
# This is especially recommended for binary packages to ensure reproducibility, and is more
|
| 100 |
+
# 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 |
+
#poetry.lock
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| 103 |
+
|
| 104 |
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# pdm
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| 105 |
+
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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| 106 |
+
#pdm.lock
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| 107 |
+
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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| 108 |
+
# in version control.
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| 109 |
+
# https://pdm-project.org/#use-with-ide
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| 110 |
+
.pdm.toml
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| 111 |
+
.pdm-python
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| 112 |
+
.pdm-build/
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| 113 |
+
|
| 114 |
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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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| 115 |
+
__pypackages__/
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| 116 |
+
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| 117 |
+
# Celery stuff
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| 118 |
+
celerybeat-schedule
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| 119 |
+
celerybeat.pid
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| 120 |
+
|
| 121 |
+
# SageMath parsed files
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| 122 |
+
*.sage.py
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| 123 |
+
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| 124 |
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# Environments
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| 125 |
+
.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 |
+
venv/
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| 129 |
+
ENV/
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| 130 |
+
env.bak/
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| 131 |
+
venv.bak/
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| 132 |
+
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| 133 |
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# Spyder project settings
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| 134 |
+
.spyderproject
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| 135 |
+
.spyproject
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| 136 |
+
|
| 137 |
+
# Rope project settings
|
| 138 |
+
.ropeproject
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| 139 |
+
|
| 140 |
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# mkdocs documentation
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| 141 |
+
/site
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| 142 |
+
|
| 143 |
+
# mypy
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| 144 |
+
.mypy_cache/
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| 145 |
+
.dmypy.json
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| 146 |
+
dmypy.json
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| 147 |
+
|
| 148 |
+
# Pyre type checker
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| 149 |
+
.pyre/
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| 150 |
+
|
| 151 |
+
# pytype static type analyzer
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| 152 |
+
.pytype/
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| 153 |
+
|
| 154 |
+
# Cython debug symbols
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| 155 |
+
cython_debug/
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| 156 |
+
|
| 157 |
+
# PyCharm
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| 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.
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| 162 |
+
#.idea/
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README.md
ADDED
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@@ -0,0 +1 @@
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# ai
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pdm.lock
ADDED
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@@ -0,0 +1,1227 @@
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|
| 1 |
+
# This file is @generated by PDM.
|
| 2 |
+
# It is not intended for manual editing.
|
| 3 |
+
|
| 4 |
+
[metadata]
|
| 5 |
+
groups = ["default"]
|
| 6 |
+
strategy = ["inherit_metadata"]
|
| 7 |
+
lock_version = "4.5.0"
|
| 8 |
+
content_hash = "sha256:a51681a51fae946fb9e6304537c17beef8bb7a22a0cb4c005c17f70cb0ed5865"
|
| 9 |
+
|
| 10 |
+
[[metadata.targets]]
|
| 11 |
+
requires_python = "==3.11.*"
|
| 12 |
+
|
| 13 |
+
[[package]]
|
| 14 |
+
name = "absl-py"
|
| 15 |
+
version = "2.1.0"
|
| 16 |
+
requires_python = ">=3.7"
|
| 17 |
+
summary = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
|
| 18 |
+
groups = ["default"]
|
| 19 |
+
files = [
|
| 20 |
+
{file = "absl-py-2.1.0.tar.gz", hash = "sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff"},
|
| 21 |
+
{file = "absl_py-2.1.0-py3-none-any.whl", hash = "sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308"},
|
| 22 |
+
]
|
| 23 |
+
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| 24 |
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"typing-extensions>=4.8.0",
|
| 1087 |
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| 1088 |
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| 1089 |
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| 1090 |
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|
| 1093 |
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| 1094 |
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|
| 1095 |
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[[package]]
|
| 1096 |
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name = "tqdm"
|
| 1097 |
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version = "4.67.0"
|
| 1098 |
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requires_python = ">=3.7"
|
| 1099 |
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summary = "Fast, Extensible Progress Meter"
|
| 1100 |
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groups = ["default"]
|
| 1101 |
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dependencies = [
|
| 1102 |
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"colorama; platform_system == \"Windows\"",
|
| 1103 |
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| 1104 |
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files = [
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| 1105 |
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| 1107 |
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|
| 1108 |
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|
| 1109 |
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[[package]]
|
| 1110 |
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name = "transformers"
|
| 1111 |
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|
| 1112 |
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requires_python = ">=3.8.0"
|
| 1113 |
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summary = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
|
| 1114 |
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| 1115 |
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|
| 1116 |
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|
| 1117 |
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|
| 1118 |
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|
| 1119 |
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|
| 1120 |
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|
| 1121 |
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|
| 1122 |
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|
| 1123 |
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|
| 1124 |
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| 1125 |
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| 1130 |
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|
| 1131 |
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|
| 1132 |
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|
| 1133 |
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name = "triton"
|
| 1134 |
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| 1135 |
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summary = "A language and compiler for custom Deep Learning operations"
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| 1136 |
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| 1137 |
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dependencies = [
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| 1139 |
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| 1140 |
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files = [
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| 1144 |
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| 1145 |
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|
| 1146 |
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name = "typing-extensions"
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| 1147 |
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|
| 1148 |
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|
| 1149 |
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|
| 1150 |
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]
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| 1155 |
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|
| 1156 |
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[[package]]
|
| 1157 |
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name = "urllib3"
|
| 1158 |
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version = "2.2.3"
|
| 1159 |
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requires_python = ">=3.8"
|
| 1160 |
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summary = "HTTP library with thread-safe connection pooling, file post, and more."
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| 1161 |
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groups = ["default"]
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| 1162 |
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files = [
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{file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
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| 1166 |
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| 1167 |
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[[package]]
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| 1168 |
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name = "uvicorn"
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| 1169 |
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version = "0.32.0"
|
| 1170 |
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requires_python = ">=3.8"
|
| 1171 |
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summary = "The lightning-fast ASGI server."
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| 1172 |
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groups = ["default"]
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| 1173 |
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dependencies = [
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| 1174 |
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"click>=7.0",
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| 1175 |
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| 1176 |
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| 1177 |
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| 1178 |
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files = [
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| 1179 |
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| 1182 |
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| 1183 |
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[[package]]
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| 1184 |
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name = "werkzeug"
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| 1185 |
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version = "3.1.3"
|
| 1186 |
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requires_python = ">=3.9"
|
| 1187 |
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| 1188 |
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groups = ["default"]
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| 1189 |
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dependencies = [
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| 1190 |
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| 1192 |
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files = [
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{file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
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|
| 1197 |
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[[package]]
|
| 1198 |
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name = "wheel"
|
| 1199 |
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version = "0.45.0"
|
| 1200 |
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requires_python = ">=3.8"
|
| 1201 |
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summary = "A built-package format for Python"
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groups = ["default"]
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| 1206 |
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| 1207 |
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|
| 1208 |
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[[package]]
|
| 1209 |
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name = "wrapt"
|
| 1210 |
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version = "1.16.0"
|
| 1211 |
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requires_python = ">=3.6"
|
| 1212 |
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summary = "Module for decorators, wrappers and monkey patching."
|
| 1213 |
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groups = ["default"]
|
| 1214 |
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| 1215 |
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{file = "wrapt-1.16.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1a5db485fe2de4403f13fafdc231b0dbae5eca4359232d2efc79025527375b09"},
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| 1218 |
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|
| 1227 |
+
]
|
potas_recommend/.gitignore
ADDED
|
@@ -0,0 +1,162 @@
|
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|
|
|
|
|
| 1 |
+
# Byte-compiled / optimized / DLL files
|
| 2 |
+
__pycache__/
|
| 3 |
+
*.py[cod]
|
| 4 |
+
*$py.class
|
| 5 |
+
|
| 6 |
+
# C extensions
|
| 7 |
+
*.so
|
| 8 |
+
|
| 9 |
+
# Distribution / packaging
|
| 10 |
+
.Python
|
| 11 |
+
build/
|
| 12 |
+
develop-eggs/
|
| 13 |
+
dist/
|
| 14 |
+
downloads/
|
| 15 |
+
eggs/
|
| 16 |
+
.eggs/
|
| 17 |
+
lib/
|
| 18 |
+
lib64/
|
| 19 |
+
parts/
|
| 20 |
+
sdist/
|
| 21 |
+
var/
|
| 22 |
+
wheels/
|
| 23 |
+
share/python-wheels/
|
| 24 |
+
*.egg-info/
|
| 25 |
+
.installed.cfg
|
| 26 |
+
*.egg
|
| 27 |
+
MANIFEST
|
| 28 |
+
|
| 29 |
+
# PyInstaller
|
| 30 |
+
# Usually these files are written by a python script from a template
|
| 31 |
+
# before PyInstaller builds the exe, so as to inject date/other infos into it.
|
| 32 |
+
*.manifest
|
| 33 |
+
*.spec
|
| 34 |
+
|
| 35 |
+
# Installer logs
|
| 36 |
+
pip-log.txt
|
| 37 |
+
pip-delete-this-directory.txt
|
| 38 |
+
|
| 39 |
+
# Unit test / coverage reports
|
| 40 |
+
htmlcov/
|
| 41 |
+
.tox/
|
| 42 |
+
.nox/
|
| 43 |
+
.coverage
|
| 44 |
+
.coverage.*
|
| 45 |
+
.cache
|
| 46 |
+
nosetests.xml
|
| 47 |
+
coverage.xml
|
| 48 |
+
*.cover
|
| 49 |
+
*.py,cover
|
| 50 |
+
.hypothesis/
|
| 51 |
+
.pytest_cache/
|
| 52 |
+
cover/
|
| 53 |
+
|
| 54 |
+
# Translations
|
| 55 |
+
*.mo
|
| 56 |
+
*.pot
|
| 57 |
+
|
| 58 |
+
# Django stuff:
|
| 59 |
+
*.log
|
| 60 |
+
local_settings.py
|
| 61 |
+
db.sqlite3
|
| 62 |
+
db.sqlite3-journal
|
| 63 |
+
|
| 64 |
+
# Flask stuff:
|
| 65 |
+
instance/
|
| 66 |
+
.webassets-cache
|
| 67 |
+
|
| 68 |
+
# Scrapy stuff:
|
| 69 |
+
.scrapy
|
| 70 |
+
|
| 71 |
+
# Sphinx documentation
|
| 72 |
+
docs/_build/
|
| 73 |
+
|
| 74 |
+
# PyBuilder
|
| 75 |
+
.pybuilder/
|
| 76 |
+
target/
|
| 77 |
+
|
| 78 |
+
# Jupyter Notebook
|
| 79 |
+
.ipynb_checkpoints
|
| 80 |
+
|
| 81 |
+
# IPython
|
| 82 |
+
profile_default/
|
| 83 |
+
ipython_config.py
|
| 84 |
+
|
| 85 |
+
# pyenv
|
| 86 |
+
# For a library or package, you might want to ignore these files since the code is
|
| 87 |
+
# intended to run in multiple environments; otherwise, check them in:
|
| 88 |
+
# .python-version
|
| 89 |
+
|
| 90 |
+
# 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 |
+
# install all needed dependencies.
|
| 95 |
+
#Pipfile.lock
|
| 96 |
+
|
| 97 |
+
# poetry
|
| 98 |
+
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
|
| 99 |
+
# This is especially recommended for binary packages to ensure reproducibility, and is more
|
| 100 |
+
# commonly ignored for libraries.
|
| 101 |
+
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
|
| 102 |
+
#poetry.lock
|
| 103 |
+
|
| 104 |
+
# 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 |
+
# in version control.
|
| 109 |
+
# https://pdm-project.org/#use-with-ide
|
| 110 |
+
.pdm.toml
|
| 111 |
+
.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 |
+
__pypackages__/
|
| 116 |
+
|
| 117 |
+
# Celery stuff
|
| 118 |
+
celerybeat-schedule
|
| 119 |
+
celerybeat.pid
|
| 120 |
+
|
| 121 |
+
# SageMath parsed files
|
| 122 |
+
*.sage.py
|
| 123 |
+
|
| 124 |
+
# Environments
|
| 125 |
+
.env
|
| 126 |
+
.venv
|
| 127 |
+
env/
|
| 128 |
+
venv/
|
| 129 |
+
ENV/
|
| 130 |
+
env.bak/
|
| 131 |
+
venv.bak/
|
| 132 |
+
|
| 133 |
+
# Spyder project settings
|
| 134 |
+
.spyderproject
|
| 135 |
+
.spyproject
|
| 136 |
+
|
| 137 |
+
# Rope project settings
|
| 138 |
+
.ropeproject
|
| 139 |
+
|
| 140 |
+
# mkdocs documentation
|
| 141 |
+
/site
|
| 142 |
+
|
| 143 |
+
# mypy
|
| 144 |
+
.mypy_cache/
|
| 145 |
+
.dmypy.json
|
| 146 |
+
dmypy.json
|
| 147 |
+
|
| 148 |
+
# Pyre type checker
|
| 149 |
+
.pyre/
|
| 150 |
+
|
| 151 |
+
# pytype static type analyzer
|
| 152 |
+
.pytype/
|
| 153 |
+
|
| 154 |
+
# 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/
|
potas_recommend/config.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "potas_recommend",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"gradient_checkpointing": false,
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "LABEL_0"
|
| 14 |
+
},
|
| 15 |
+
"initializer_range": 0.02,
|
| 16 |
+
"intermediate_size": 3072,
|
| 17 |
+
"label2id": {
|
| 18 |
+
"LABEL_0": 0
|
| 19 |
+
},
|
| 20 |
+
"layer_norm_eps": 1e-12,
|
| 21 |
+
"max_position_embeddings": 512,
|
| 22 |
+
"model_type": "bert",
|
| 23 |
+
"num_attention_heads": 12,
|
| 24 |
+
"num_epochs": 10,
|
| 25 |
+
"num_hidden_layers": 12,
|
| 26 |
+
"pad_token_id": 0,
|
| 27 |
+
"position_embedding_type": "absolute",
|
| 28 |
+
"problem_type": "regression",
|
| 29 |
+
"torch_dtype": "float32",
|
| 30 |
+
"transformers_version": "4.45.1",
|
| 31 |
+
"type_vocab_size": 2,
|
| 32 |
+
"use_cache": true,
|
| 33 |
+
"vocab_size": 30522
|
| 34 |
+
}
|
potas_recommend/special_tokens_map.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": {
|
| 3 |
+
"content": "[CLS]",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"mask_token": {
|
| 10 |
+
"content": "[MASK]",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"sep_token": {
|
| 24 |
+
"content": "[SEP]",
|
| 25 |
+
"lstrip": false,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"unk_token": {
|
| 31 |
+
"content": "[UNK]",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": false,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
}
|
| 37 |
+
}
|
potas_recommend/tokenizer_config.json
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_basic_tokenize": true,
|
| 47 |
+
"do_lower_case": true,
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"model_max_length": 512,
|
| 50 |
+
"never_split": null,
|
| 51 |
+
"pad_token": "[PAD]",
|
| 52 |
+
"sep_token": "[SEP]",
|
| 53 |
+
"strip_accents": null,
|
| 54 |
+
"tokenize_chinese_chars": true,
|
| 55 |
+
"tokenizer_class": "BertTokenizer",
|
| 56 |
+
"unk_token": "[UNK]"
|
| 57 |
+
}
|
potas_recommend/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
pyproject.toml
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[project]
|
| 2 |
+
name = "ai"
|
| 3 |
+
version = "0.1.0"
|
| 4 |
+
description = "Default template for PDM package"
|
| 5 |
+
authors = [
|
| 6 |
+
{name = "kaubarros-24", email = "[email protected]"},
|
| 7 |
+
]
|
| 8 |
+
dependencies = ["fastapi>=0.115.4", "torch>=2.5.1", "tensorflow>=2.18.0", "huggingface-hub>=0.26.2", "huggingface>=0.0.1", "uvicorn>=0.32.0", "transformers>=4.46.2", "tf-keras>=2.18.0"]
|
| 9 |
+
requires-python = "==3.11.*"
|
| 10 |
+
readme = "README.md"
|
| 11 |
+
license = {text = "MIT"}
|
| 12 |
+
|
| 13 |
+
|
| 14 |
+
[tool.pdm]
|
| 15 |
+
distribution = false
|
| 16 |
+
|
| 17 |
+
[tool.pdm.scripts]
|
| 18 |
+
fast = "uvicorn src.ai.main:app --port 8080"
|
requirements.txt
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
torch
|
| 2 |
+
transformers
|
| 3 |
+
fastapi
|
| 4 |
+
pydantic
|
| 5 |
+
tf-keras
|
| 6 |
+
tensforflow
|
| 7 |
+
huggingface-hub
|
| 8 |
+
uvicorn
|
src/ai/__init__.py
ADDED
|
File without changes
|
src/ai/main.py
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from fastapi import FastAPI
|
| 2 |
+
from transformers import pipeline
|
| 3 |
+
from pydantic import BaseModel
|
| 4 |
+
|
| 5 |
+
app = FastAPI()
|
| 6 |
+
|
| 7 |
+
model_name = "potas_recommend"
|
| 8 |
+
classifier = pipeline("text-classification", model=model_name)
|
| 9 |
+
|
| 10 |
+
class Request(BaseModel):
|
| 11 |
+
audience: str
|
| 12 |
+
category: str
|
| 13 |
+
area: str
|
| 14 |
+
sub_area: str
|
| 15 |
+
|
| 16 |
+
@app.get("/")
|
| 17 |
+
async def root():
|
| 18 |
+
return {"message": "Hello world!"}
|
| 19 |
+
|
| 20 |
+
@app.post("/ai")
|
| 21 |
+
async def ai(request: Request):
|
| 22 |
+
try:
|
| 23 |
+
text = (
|
| 24 |
+
f"This ad is focused on: {request.audience}. "
|
| 25 |
+
f"Category: {request.category}. "
|
| 26 |
+
f"Area: {request.area}. "
|
| 27 |
+
f"Sub-area: {request.sub_area}."
|
| 28 |
+
)
|
| 29 |
+
result = classifier(text)
|
| 30 |
+
|
| 31 |
+
return {"message": result}
|
| 32 |
+
except BaseException as error:
|
| 33 |
+
print(error)
|
tests/__init__.py
ADDED
|
File without changes
|