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ADVANCED-FINE-TUNING5 MIN READ

Walk a vague ask into a training brief

Convert a vague fine-tuning request into a concrete training brief with converging decisions.

The vague ask The sponsor says the assistant should sound premium, but the team has no shared definition. If the target stays vague, examples and evals will disagree. CRISP-DM path Business -> data -> model -> eval -> deploy Each stage removes one class of ambiguity before the next stage spends effort. shortcut collect examples first a brief reviewers can approve The training target must be observable before it can be learned. 01 Objective 02 Data 03 Eval Step 1 You need to define "premium" for onboarding answers.

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