propy-alamstein 0.1.0

Final Project for Matt Harrison / MetaSnake's 'Professional Python' Course

Small Language Model

Final project for Matt Harrison / MetaSnake's Professional Python course.

The core code in this repo is the class SmallLanguageModel in the file small_language_model.py. However, that code is largely irrelevant, and exists just as a vehicle for us to explore modern tools used in Python development:

• uv instead of pip for installing packages
• LLMs to write code
• Automated tests with pytest
• Type Annotations
• pre-commit and GitHub Actions to automate testing, linting with ruff, etc.
• Deploying a package to PyPI

If, despite the above warning, you still want to run the code in this repo, you can do so like this:

from small_language_model import SmallLanguageModel

slm = SmallLanguageModel()
slm.train("The quick brown fox jumped over the lazy dogs")

slm.predict_next("a")
slm.get_character_training_frequency()