diff --git a/.github/workflows/bench-deploy.yml b/.github/workflows/bench-deploy.yml
index 78c41985ed..86a72c544d 100644
--- a/.github/workflows/bench-deploy.yml
+++ b/.github/workflows/bench-deploy.yml
@@ -13,18 +13,19 @@ jobs:
     runs-on: [self-hosted, gpu-bench, gh-pages]
     steps:
       # Install deps
+      - uses: actions/checkout@v4
+        with:
+          repository: lurk-lab/ci-workflows
+      - uses: ./.github/actions/gpu-setup
+        with:
+          gpu-framework: 'cuda'
+      - uses: ./.github/actions/ci-env
       - uses: actions/checkout@v4
       - uses: dtolnay/rust-toolchain@stable
       - uses: Swatinem/rust-cache@v2
       - uses: taiki-e/install-action@v2
         with:
-          tool: just@1.15.0
-      # Set up GPU
-      # Check we have access to the machine's Nvidia drivers
-      - run: nvidia-smi
-      # Check that CUDA is installed with a driver-compatible version
-      # This must also be compatible with the GPU architecture, see above link
-      - run: nvcc --version
+          tool: just@1.22.0
       # Run benchmarks and deploy
       - name: Get old benchmarks
         uses: actions/checkout@v4
@@ -36,15 +37,15 @@ jobs:
         run: cargo install cargo-criterion
       - name: Run benchmarks
         run: |
-          just --dotenv-filename bench.env gpu-bench fibonacci
-          cp ${{ github.sha }}.json ..
+          just gpu-bench-ci fibonacci
+          cp fibonacci-${{ github.sha }}.json ..
         working-directory: ${{ github.workspace }}/benches
       # TODO: Prettify labels for easier viewing
       # Compress the benchmark file and metadata for later analysis
       - name: Compress artifacts
         run: |
           echo $LABELS > labels.md
-          tar -cvzf ${{ github.sha }}.tar.gz Cargo.lock ${{ github.sha }}.json labels.md
+          tar -cvzf fibonacci-${{ github.sha }}.tar.gz Cargo.lock fibonacci-${{ github.sha }}.json labels.md
         working-directory: ${{ github.workspace }}
       - name: Deploy latest benchmark report
         uses: peaceiris/actions-gh-pages@v3
@@ -53,7 +54,7 @@ jobs:
           publish_dir: ./target/criterion
           destination_dir: benchmarks/criterion
       - name: Copy benchmark json to history
-        run: mkdir history; cp ${{ github.sha }}.tar.gz history/
+        run: mkdir history; cp fibonacci-${{ github.sha }}.tar.gz history/
       - name: Deploy benchmark history
         uses: peaceiris/actions-gh-pages@v3
         with: