Applied AI in Medicine Workshop Series
Development of Large Language Models for Professional Practice
Thursday, May 22, 2025
Online – 6-9pm ET
Learn the steps, challenges, and policy considerations involved in creating your own custom large language models (LLMs) for professional practice. Using Hugging Face and LangChain frameworks, learn how to build, fine-tune, and deploy customized LLMs tailored to specific domains and use cases. Gain practical experience in data preparation, model training, and deployment.
As a group, we’ll collaboratively work through the implementation of a question-and-answer system during the workshop.
Learning Objectives
- Apply the Hugging Face library for building and training custom LLMs
- Employ Hugging Face and LangChain tools to develop the system
- Utilize Retrieval-Augmented Generation (RAG) to retrieve domain-specific knowledge and enhance the quality of pre-trained large language models
Fees
- $490 per workshop
- $1,800 for all 4 workshops in the series
All amounts are in Canadian Dollars (CAD $) and are subject to 13% HST.