nhge-model/
├── pyproject.toml          ← packaging config
├── README.md
└── nhge/
    ├── __init__.py         ← package entry point
    ├── nhge_model.py
    ├── nhge_tokenizer.py
    ├── nhge_trainer.py
    ├── nhge_inference.py
    ├── demo.py
    └── requirements.txt
Hatua za kufuata:
1. Install locally (editable mode):
bashcd nhge-model
pip install -e .
2. Baada ya install, unaweza kutumia kama package yoyote:
pythonfrom nhge import nhge_small, NHGETokenizer, NHGEInference
3. Pakia GitHub — tengeneza repo mpya kisha:
bashcd nhge-model
git init
git add .
git commit -m "Initial release: NHGE v0.1.0"
git remote add origin https://github.com/mwala400/nhge.git
git push -u origin main
4. Publish PyPI (watu wote duniani waweze pip install nhge):
bashpip install build twine
python -m build
twine upload dist/*

