This post is a deep dive into building spark-llm-eval, an open-source framework for running LLM evaluations at scale on Apache Spark. I'll cover the architectural decisions, trade-offs, and lessons learned along the way.


TL;DR: pip install spark-llm-eval - Distributed LLM evaluation with statistical rigor, built for Spark/Databricks.





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