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Add documentation for Fluency scorer#19481

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alkispoly-db merged 1 commit intomlflow:masterfrom
alkispoly-db:ML-60605
Dec 18, 2025
Merged

Add documentation for Fluency scorer#19481
alkispoly-db merged 1 commit intomlflow:masterfrom
alkispoly-db:ML-60605

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@alkispoly-db alkispoly-db commented Dec 18, 2025

🛠 DevTools 🛠

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Install mlflow from this PR

# mlflow
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/19481/merge
# mlflow-skinny
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/19481/merge#subdirectory=libs/skinny

For Databricks, use the following command:

%sh curl -LsSf https://raw.githubusercontent.com/mlflow/mlflow/HEAD/dev/install-skinny.sh | sh -s pull/19481/merge

Related Issues/PRs

Similar to #19478

What changes are proposed in this pull request?

This PR adds documentation for the Fluency single-turn scorer in the predefined scorers table.

How is this PR tested?

  • Existing unit/integration tests
  • Manual tests

The change adds one row to the documentation table. The Fluency scorer is already implemented and exported in the codebase.

Does this PR require documentation update?

  • No. You can skip the rest of this section.

Release Notes

Is this a user-facing change?

  • Yes. Give a description of this change to be included in the release notes for MLflow users.

Added documentation for the Fluency scorer in the predefined LLM scorers table.

What component(s), interfaces, languages, and integrations does this PR affect?

Components

  • area/docs: MLflow documentation pages

How should the PR be classified in the release notes? Choose one:

  • rn/documentation - A user-facing documentation change worth mentioning in the release notes

Should this PR be included in the next patch release?

  • Yes (this PR will be cherry-picked and included in the next patch release)

🤖 Generated with Claude Code

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Signed-off-by: Alkis Polyzotis <alkis.polyzotis@databricks.com>
@github-actions github-actions bot added v3.8.0 area/docs Documentation issues rn/documentation Mention under Documentation Changes in Changelogs. labels Dec 18, 2025
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Documentation preview for 22454a5 is available at:

Changed Pages (1)

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  • Ignore this comment if this PR does not change the documentation.
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LGTM

@alkispoly-db alkispoly-db added this pull request to the merge queue Dec 18, 2025
Merged via the queue into mlflow:master with commit c85eb85 Dec 18, 2025
50 of 52 checks passed
@alkispoly-db alkispoly-db deleted the ML-60605 branch December 18, 2025 10:16
WeichenXu123 pushed a commit to WeichenXu123/mlflow that referenced this pull request Dec 19, 2025
Signed-off-by: Alkis Polyzotis <alkis.polyzotis@databricks.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
WeichenXu123 pushed a commit that referenced this pull request Dec 19, 2025
Signed-off-by: Alkis Polyzotis <alkis.polyzotis@databricks.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
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