DS 5002

How to Train your LLM: Engineering LLMs for Custom Tasks

Course Description

Train your own LLM for a custom task. Learn about the LLM lifecycle from architecture, to pre-training, to supervised finetuning, to deployment, to model editing/updating, including discussing LLM limitations. End up with your own trained LLM, a HuggingFace model card you can show off in technical interviews, and a plan for how to stay up to date with this fast-moving field.


  • Jonathan Kropko

     Rating

     Difficulty

     GPA

     Sections

    1

    Last Taught

    Spring 2025