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Offline LLM Evaluation: Step-by-Step GenAI Application Assessment on Databricks

December 13, 2023 by Abe Omorogbe, Liang Zhang, Sunish Sheth, Corey Zumar, Maheswaran Venkatachalam, Emil Lysgaard and Mathias Christiansen in Engineering Blog
Background In an era where Retrieval-Augmented Generation (RAG) is revolutionizing the way we interact with AI-driven applications, ensuring the efficiency and effectiveness of...

Announcing MLflow 2.8 LLM-as-a-judge metrics and Best Practices for LLM Evaluation of RAG Applications, Part 2

October 31, 2023 by Quinn Leng, Kasey Uhlenhuth, Alkis Polyzotis, Abe Omorogbe and Sunish Sheth in Engineering Blog
Today we're excited to announce MLflow 2.8 supports our LLM-as-a-judge metrics which can help save time and costs while providing an approximation of...