Measuring carbon footprint of LLM fine-tuning

Escuela Superior de Cómputo - Instituto Politécnico Nacional

Authors

• Daniel Armas Ramírez
• Ian Josué López Sánchez

Professors:

• Benjamín Cruz Torres
• Amílcar Meneses Viveros

How to use it

1. Clone the repository

git clone https://github.com/darmasrmez/2026-A071.git

2. Create a virtual environment (we recommend using uv)

uv venv

3. Install the dependencies

uv sync

4. Edit the params.yml file with the desired model and size

5. Run the application

uv run main.py

6. Edit the .py file with the desired model and size