☁️ AI Labs
AWS Machine Learning Blog
13 min read
Fine-tune LLM with Databricks Unity Catalog and Amazon SageMaker AI
In this post, we demonstrate how to build a secure, complete LLM fine-tuning workflow that integrates Unity Catalog with Amazon SageMaker AI using Amazon EMR Serverless for preprocessing. The solution shows how to securely access governed data, maintain lineage across services, fine-tune the Ministral-3-3B-Instruct model, and register trained artifacts back into Unity Catalog. With this approach, you can continue using…