Definition
What is LLM evaluation?
LLM evaluation is a repeatable way to check whether a language-model feature still produces acceptable outputs on the tasks you actually run—using a labeled set, pass/fail rules, and a person who owns the result.
Public benchmarks are not your product. A support assistant needs tests on your tickets; a RAG feature needs tests that retrieval fetched the right passage and that the answer stayed inside it.
Production checklist · AI testing
If the problem maps to work we actually ship, we will say so in 20 minutes.
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