Publish a model card for every checkpoint you ship
Create a model-card summary that makes a fine-tuned checkpoint reviewable by non-authors.
The move: ship documentation with the checkpoint, not after the incident. A useful model card for fine-tuning has six parts. Intended use Name the workflow, user, and decision boundary. If humans must approve certain outputs, say so. Training and eval data Record the source systems, collection window, exclusions, and holdout set. This tells reviewers what behavior the model could have learned. Performance by slice Report aggregate metrics and the slices that matter: language, customer segment, label, risk class, or product line. Limitations and out-of-scope use State known weak spots plainly. This is what keeps adjacent teams from reusing the checkpoint…
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