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Comparing Model Cards

Model card comparison allows you to review the differences between two versions of a model card. You can compare versions from the same model or select model cards from different models.

This is useful when reviewing changes to model documentation, checking how models differ, or verifying that updates have been recorded correctly.

Common questions this page answers:

  • How do I compare two model cards?
  • Can I compare model cards from different models?
  • Can I compare different versions of a model card?
  • How do I view the differences between model cards?

Selecting model cards to compare

To compare two model cards:

  1. Open the model history or model card comparison page
  2. Select two card versions you wish to compare
  3. Select Compare revisions
selecting two model card versions to compare

The screenshot above shows two model card versions selected for comparison.

Comparing model cards

After selecting two model cards, the comparison page displays their content side by side. This allows you to identify differences between the selected cards.

The comparison can be used to review changes to:

  • Model summaries
  • Intended use
  • Training methodology
  • Performance metrics
  • Known limitations
  • Lifecycle and status information
  • Other fields defined by the model card schema
model card comparison page showing differences between two model cards

The screenshot above shows the model card comparison page, where the selected model cards are displayed.

Comparing versions of the same model

When comparing versions of the same model, you can review how the model card has changed over time.

For example, you might compare:

  • The current version with an earlier version
  • A version before and after a model lifecycle status update
  • Two versions created during a review
  • A released model card with its latest draft

Each edit to a model card creates a new version. Comparing versions helps you understand what information was added, updated, or removed between those versions.

Comparing cards from different models

Model card comparison also allows you to select cards from different models. This can help you review the documentation for related or alternative models.

When comparing different models, consider whether:

  • The models use the same model card schema
  • The fields contain equivalent information
  • The models have different intended uses or limitations
  • Differences are caused by the models themselves or by the information recorded in their cards

The comparison shows the information recorded in each selected model card. It does not indicate that one model is better or more suitable than the other.

Mirrored Models

Mirrored model cards can also be included in model card comparisons.

When comparing a mirrored model card with a non-mirrored model card, the comparison displays the additional local information recorded on the mirrored model alongside the corresponding static information on the non-mirrored model.

Source content in the mirrored model remains read-only and is not overwritten or changed by the comparison.

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