/teacherLLM

getting GPT like models to Teach

Primary LanguagePythonMIT LicenseMIT

Teacher LLM

Teacher LLM is a project to try and use LLMs to generate courses.

This project follows the Understanding by design patterns from This text book.

There are several scopes for teacher LLM:

  1. Generate the course by being grounded with wikipedia. Mostly for the summary of the matrial to generate the learning objectives.
  2. Generate possible assesments
  3. Generate the material.
  4. Be undergraduate level material.

Out of scope for the project:

  1. Fine tuning. If I do this it will be for a more profesional enviroment.
  2. Anything other than terminal. I will use the insights from this project to make a professional product.(hopefully still opensource)

Install

First create a virtual environment

virtualenv -p python3 venv

And activate it

source venv/bin/activate

We need to install a few packages

pip install wikipedia-api wikitextparser guidance

Also llama-cpp-python needs to be installed

Also the model needs to be saved in this directory. It uses the Q3_K_M variant.

TODO: I need to write how the files work