Pregraph

Machine learning

Evaluating LLM systems

Knowing whether a change made your AI feature better or worse. Test sets, graders and reading lots of outputs.

About 8 hours of study.

Where to learn it

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Your AI product needs evals

Hamel Husain

The whole post, then the follow-ups it links

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Helps to know: Statistics

Evaluating LLM systems