diff --git a/.github/workflows/gandlf.yml b/.github/workflows/gandlf.yml
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+# This workflow will install Python dependencies, run tests and lint with a single version of Python
+# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
+
+name: GaNDLF TaskRunner
+
+on:
+  pull_request:
+    branches: [ develop ]
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python 3.10
+      uses: actions/setup-python@v3
+      with:
+        python-version: "3.10"
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install torch==2.1.0+cpu torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu
+        pip install .
+    - name: Install GaNDLF
+      run: |
+        git clone https://github.com/MLCommons/GaNDLF.git ./gandlf
+        cd gandlf
+        git fetch --tags
+        echo "Checkout the latest GaNDLF tag"
+        latestTag=$(git describe --tags "$(git rev-list --tags --max-count=1)")
+        git checkout $latestTag
+    - name: GaNDLF Task Runner Test
+      run: |
+        cd gandlf
+        pwd
+        pip install -e .
+        pip uninstall onnx -y
+        cat ./GANDLF/version.py
+        echo "Download data and Split CSVs into training and validation"
+        # python -c "from testing.test_full import test_generic_download_data, test_generic_constructTrainingCSV; test_generic_download_data(); test_generic_constructTrainingCSV()"
+        pytest --cov=. --cov-report=xml -k "prepare_data_for_ci"
+        head -n 1 testing/data/train_2d_rad_segmentation.csv > /home/runner/work/openfl/openfl/valid.csv
+        tail -n +9 testing/data/train_2d_rad_segmentation.csv >> /home/runner/work/openfl/openfl/valid.csv
+        head -n 8 testing/data/train_2d_rad_segmentation.csv > /home/runner/work/openfl/openfl/train.csv
+        cp testing/config_segmentation.yaml /home/runner/work/openfl/openfl/config_segmentation.yaml
+        echo "DEBUG display the config file"
+        cat /home/runner/work/openfl/openfl/config_segmentation.yaml
+        echo "Initialize OpenFL plan"
+        ## from docs
+        export WORKSPACE_TEMPLATE=gandlf_seg_test
+        export WORKSPACE_PATH=./my_federation
+        fx workspace create --prefix ${WORKSPACE_PATH} --template ${WORKSPACE_TEMPLATE}
+        cd ${WORKSPACE_PATH}
+        mkdir ./data/one
+        mkdir ./data/two
+        cp /home/runner/work/openfl/openfl/*.csv ./data/one/
+        cp /home/runner/work/openfl/openfl/*.csv ./data/two/
+        ## from docs
+        # fx plan initialize --gandlf_config ../testing/config_segmentation.yaml
+        cd /home/runner/work/openfl/openfl
+        ls
+        file "/home/runner/work/openfl/openfl/config_segmentation.yaml"
+        ## for 2d data, only a single change is needed in the gandlf config
+        sed -i 's/# n_channels: 3/num_channels: 3/g' "/home/runner/work/openfl/openfl/config_segmentation.yaml"
+        ## for 3d data, the following changes are needed in the gandlf config -- commented out for now
+        # sed -i 's/dimension: 2/dimension: 3/g' "/home/runner/work/openfl/openfl/config_segmentation.yaml"
+        # sed -i 's/0,255/0,1/g' "/home/runner/work/openfl/openfl/config_segmentation.yaml"
+        # sed -i 's/128,128/32,32,32/g' "/home/runner/work/openfl/openfl/config_segmentation.yaml"
+        python -m tests.github.test_gandlf --template gandlf_seg_test --fed_workspace aggregator --col1 one --col2 two --rounds-to-train 1 --gandlf_config "/home/runner/work/openfl/openfl/config_segmentation.yaml"
+