diff --git a/README.md b/README.md
index 1589f249..ae525d35 100644
--- a/README.md
+++ b/README.md
@@ -346,24 +346,25 @@ pytest --cov --cov-report term-missing
 
 ### Releasing
 
-1. Create the release branch:
-   `git switch --create release main`
-2. Increase the project version:
-   `poetry version <PATCH|MINOR|MAJOR>`,
-   e.g. `poetry version patch` for a patch release. If the release contains new features, or breaking changes,
-   bump the minor version (this project has no main release yet). If the release contains only bugfixes, bump
-   the patch version. See [Semantic Versioning](https://semver.org/) for more information.
-3. Increase the maximum version in all dataset `requirements.txt` files, if not a patch release.
-4. Commit the changes:
-   `git commit --message="release <NEW VERSION>" pyproject.toml`,
-   e.g. `git commit --message="release 0.13.0" pyproject.toml`
-5. Push the changes to GitHub:
-   `git push origin release`
-6. Create a PR for that `release` branch on GitHub.
-7. Wait until checks passed successfully.
-8. Merge the PR into the main branch. This triggers the GitHub Action that creates all relevant release
-   artefacts and also uploads them to PyPI.
-9. Cleanup: Delete the `release` branch. This is important, because otherwise the next release will fail.
+01. Create the release branch:
+    `git switch --create release main`
+02. Increase the project version:
+    `poetry version <PATCH|MINOR|MAJOR>`,
+    e.g. `poetry version patch` for a patch release. If the release contains new features, or breaking changes,
+    bump the minor version (this project has no main release yet). If the release contains only bugfixes, bump
+    the patch version. See [Semantic Versioning](https://semver.org/) for more information.
+03. Increase the maximum version in all dataset `requirements.txt` files, if not a patch release.
+04. Commit the changes:
+    `git commit --message="release <NEW VERSION>" -a`,
+    e.g. `git commit --message="release 0.13.0" -a`
+05. Push the changes to GitHub:
+    `git push origin release`
+06. Create a PR for that `release` branch on GitHub.
+07. Wait until checks passed successfully.
+08. Merge the PR into the main branch. This triggers the GitHub Action that creates all relevant release
+    artefacts and also uploads them to PyPI.
+09. Cleanup: Delete the `release` branch. This is important, because otherwise the next release will fail.
+10. Update the scripts at [huggingface.co/pie](https://huggingface.co/pie) with the new versions.
 
 [black]: https://github.com/psf/black
 [codecov]: https://app.codecov.io/gh/arnebinder/pie-datasets