Back to Table
FtFine-tune3
Fine-tune
Teaching AI new tricks
retrievalRow 3: Deploymentadvanced5 hoursRequires: Lg
Overview
Fine-tuning adapts pre-trained models to specific tasks or domains by training on curated datasets.
What is it?
Additional training of a base model on task-specific data.
Why it matters
Fine-tuning lets you create specialized models that outperform generic ones on your specific use case.
How it works
Start with a pre-trained model, prepare labeled examples, run additional training iterations, and the model learns to perform your specific task better.
Real-World Examples
Custom Chatbot
Fine-tuned on company conversations
Code Model
Specialized for a programming language
Domain Expert
Trained on medical or legal texts