Why I Built a Spark-Native LLM Evaluation Framework

«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....»