slides
Fine-tuning Protein Language Model
Abstract
Language Models (LM)
Questions this will address
- How to load large protein AI models?
- How to fine-tune such models on downstream tasks such as post-translational site prediction?
Learning Objectives
- Learn to load and use large protein models from HuggingFace
- Learn to fine-tune them on specific tasks such as predicting dephosphorylation sites
Licence: Creative Commons Attribution 4.0 International
Keywords: Statistics and machine learning
Target audience: Students
Resource type: slides
Version: 2
Status: Active
Prerequisites:
- Basics of machine learning
- Classification in Machine Learning
- Introduction to Machine learning
Learning objectives:
- Learn to load and use large protein models from HuggingFace
- Learn to fine-tune them on specific tasks such as predicting dephosphorylation sites
Date modified: 2025-04-08
Date published: 2025-03-21
Contributors: Armin Dadras, Björn Grüning, Martin Čech, Teresa Müller
Scientific topics: Statistics and probability
External resources:
Activity log
