Databricks and Amazon SageMaker have collaborated to enable fine-tuning of large language models (LLMs) while maintaining strict data governance. This integration allows users to leverage SageMaker's AI training capabilities with data managed by Databricks Unity Catalog, ensuring compliance and visibility. The solution uses Amazon EMR Serverless for data preprocessing and securely accesses governed data, tracks lineage, and registers trained models back into Unity Catalog. AI
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IMPACT Enables enterprises to fine-tune LLMs with enhanced data governance and compliance.
RANK_REASON This is a technical integration guide for using existing products together, not a new product launch from a frontier lab.
