LLM Evaluation

Evaluating LLMs for production: what benchmarks don't tell you

Public benchmarks measure what models can do under controlled conditions. Production performance depends on how models behave on your data, in your context, against your quality criteria. Here is how to build an evaluation that actually predicts production outcomes.