Task Eval Deck
Recall the core questions for evaluating an open-source AI model against a real workflow.
Core question What is the first evaluation question? Does the evaluation match the actual task? Public benchmarks screen candidates. Local task evaluations decide deployment. Compare Public benchmark vs. local eval Use both, but do not let public scores replace local evidence. Objection The model card already has evaluation numbers. Why run our own? A stakeholder wants to skip local testing. Your line The model card tells us how it performed in the author's context. Our eval tells us whether it works on our data, users, controls, and error costs. Do not dismiss the model card. Use it as screening evidence,…
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