Back to Module 1.11: LLM EvaluationComing Soon
AI Lesson & Submodule
Golden Datasets
Curate representative datasets of user prompts and ideal answers.
Why This Matters
An evaluation suite is only as good as the prompts and edge cases stored in its golden dataset.
What You Will Learn
- •Structure golden test sets
- •Gather edge case prompts
- •Maintain test data hygiene
Concepts Covered
Golden evaluation setsEdge case collectionsTest dataset curation
Mapped Foundation Project: LLM Evaluation Lab
Regression evaluation dashboard testing prompt templates against golden datasets, checking faithfulness and schema compliance.
Architecture Preview
CI/CD testing pipeline running prompt variants against tests, compiling scores, and flagging failures.
Prompt Template CommitGolden Dataset CollectionModel Completion Loop
Tech Stack Planned
TypeScriptVitestReact
GitHub: Coming SoonLive Demo: Coming Soon
Coming SoonTechnical Interview Value
- ?How do you compile a golden dataset that represents real user queries and edge cases?