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LLM-as-a-Judge: Example of How To Build a Custom Evaluator Using a Benchmark Dataset
When To Build Custom Evaluators Arize-Phoenix ships with pre-built evaluators that are tested against benchmark datasets and tuned for repeatability. They’re a fast way to stand up rigorous evaluation for common scenarios. In practice, though, many teams work in specialized domains — such as medicine, finance, and agriculture — where models depend on proprietary data…
- LLM Evals