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LLM-as-Judge

Using a model to grade another model's output against a rubric. Cheap and scalable; must itself be validated against human labels on a sample, because judges have systematic biases (length, position, self-preference).

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How to Evaluate an LLM Application

Evaluation is the hardest part of LLM engineering. This post covers the evaluation stack: reference-based metrics, LLM-as-judge, task-specific evals, and how to build a reliable eval pipeline.

#llm#evaluation#rag