Databricks helped customers fine-tune and build custom large language models (LLMs) with Mosaic AI, a comprehensive platform for developing production-quality AI agent systems. Mosaic AI supports fine-tuning foundation models using enterprise data, deploying and serving models with governance via Unity Catalog, and continuous evaluation with AI-assisted metrics and human feedback. This enables rapid, accurate, and secure AI applications tailored to specific business needs, fostering collaboration, reducing development cycles, and ensuring responsible AI deployment at scale.

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