Merge branch 'main' into intro-abc-conn

.github/workflows/_docker-build.yml

@@ -101,6 +101,7 @@ jobs:
           attempt_delay: 9000 # 9 secs
           with: |
             pull: true
+            sbom: true
             platforms: ${{ matrix.platform.docker }}
             context: "{{defaultContext}}:${{ inputs.file-dir }}"
             outputs: type=image,name=${{ inputs.namespace-repository }},push-by-digest=true,name-canonical=true,push=true

.github/workflows/update_translations.yml

@@ -0,0 +1,79 @@
+name: Translations
+
+on:
+  schedule:
+    - cron: '0 0 * * *' # Runs every day at midnight
+  workflow_dispatch: # Allows to manually trigger the workflow
+
+jobs:
+  update-and-pr:
+    runs-on: ubuntu-22.04
+    permissions:
+      contents: write
+      pull-requests: write
+    env:
+      branch-name: auto-update-trans-text
+    name: Update text
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Bootstrap
+        uses: ./.github/actions/bootstrap
+        with:
+          python-version: '3.10'
+
+      - name: Install dependencies
+        run: |
+          python -m poetry install
+          pip install sphinx==7.3.7
+
+      - name: Install pandoc
+        uses: nikeee/setup-pandoc@v1
+
+      - name: Update text and translations for all locales
+        run: |
+          cd doc
+          make update-text
+          for langDir in locales/*; do
+            if [ -d "$langDir" ]; then
+              lang=$(basename $langDir)
+              echo "Updating language $lang"
+              make update-lang lang=$lang
+            fi
+          done
+
+      - name: Commit changes
+        run: |
+          git config --local user.email "41898282+github-actions[bot]@users.noreply.github.com"
+          git config --local user.name "github-actions[bot]"
+          git add doc/locales
+          git commit -m "Update text and language files"
+        continue-on-error: true
+
+      - name: Calculate diff  # Even without doc changes the update-lang command will generate 228 additions and 60 deletions, so we only want to open a PR when there is more
+        id: calculate_diff
+        run: |
+          additions=$(git diff --numstat HEAD^1 | awk '{s+=$1} END {print s}')
+          deletions=$(git diff --numstat HEAD^1 | awk '{s+=$2} END {print s}')
+          echo "Additions: $additions"
+          echo "Deletions: $deletions"
+          echo "additions=$additions" >> $GITHUB_OUTPUT
+          echo "deletions=$deletions" >> $GITHUB_OUTPUT
+
+      - name: Push changes
+        if: steps.calculate_diff.outputs.additions > 228 && steps.calculate_diff.outputs.deletions > 60
+        uses: ad-m/github-push-action@master
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          branch: '${{ env.branch-name }}'
+
+      - name: Create Pull Request
+        if: steps.calculate_diff.outputs.additions > 228 && steps.calculate_diff.outputs.deletions > 60
+        uses: peter-evans/create-pull-request@v6
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          branch: '${{ env.branch-name }}'
+          delete-branch: true
+          title: 'docs(framework:skip) Update source texts for translations (automated)'
+          body: 'This PR is auto-generated to update text and language files.'
+          draft: false

benchmarks/flowertune-llm/README.md

@@ -13,13 +13,13 @@ As the first step, please register for a Flower account on [flower.ai/login](htt
 Then, create a new Python environment and install Flower. 
 
 > [!TIP]
-> We recommend using `pyenv` and the `virtualenv` plugin to create your environment. Other manager such as Conda would likely work too. Check the [documentation](https://flower.ai/docs/framework/how-to-install-flower.html) for alternative ways of installing Flower.
+> We recommend using `pyenv` with the `virtualenv` plugin to create your environment. Other managers, such as Conda, will likely work as well. Check the [documentation](https://flower.ai/docs/framework/how-to-install-flower.html) for alternative ways to install Flower.
 
 ```shell
 pip install flwr
 ```
 
-On the new environment, create a new Flower project using the `FlowerTune` template. You will be prompted for a name to give to your project, your username, and for your choice of LLM challenge:
+In the new environment, create a new Flower project using the `FlowerTune` template. You will be prompted for a name to give to your project, your username, and for your choice of LLM challenge:
 ```shell
 flwr new --framework=FlowerTune
 ```

benchmarks/flowertune-llm/evaluation/README.md

@@ -39,6 +39,9 @@ The default template generated by `flwr new` (see the [Project Creation Instruct
 |:----------:|:-----:|:---------:|:--------------:|:---------------:|:-----:|
 | Pass@1 (%) | 31.60 |   23.78   |     28.57      |      25.47      | 27.36 |
 
+> [!NOTE]  
+> In the LLM Leaderboard, we rank the submissions based on the **average** value derived from different evaluation datasets for each challenge.
+
 
 ## Make submission on FlowerTune LLM Leaderboard
 

dev/build-docker-image-matrix.py

@@ -134,7 +134,7 @@ def tag_latest_ubuntu_with_flwr_version(image: BaseImage) -> List[str]:
     ubuntu_base_images = generate_base_images(
         flwr_version,
         SUPPORTED_PYTHON_VERSIONS,
-        [Distro(DistroName.UBUNTU, "22.04")],
+        [Distro(DistroName.UBUNTU, "24.04")],
     )
     # alpine base images for the latest supported python version
     alpine_base_images = generate_base_images(