diff --git a/.github/workflows/ci-libshortfin.yml b/.github/workflows/ci-libshortfin.yml
index aee10d540..328825e79 100644
--- a/.github/workflows/ci-libshortfin.yml
+++ b/.github/workflows/ci-libshortfin.yml
@@ -98,11 +98,14 @@ jobs:
         git submodule update --init --depth 1 -- third_party/googletest
         git submodule update --init --depth 1 -- third_party/hip-build-deps/
 
-    - name: "Setup Python :: ${{ matrix.platform }} :: ${{ matrix.python-version }}"
+    - name: "Setup Python ${{ matrix.python-version }}"
       uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
       with:
         python-version: ${{ matrix.python-version }}
         cache: "pip"
+        cache-dependency-path: |
+          'shortfin/requirements-tests.txt'
+          'shortfin/requirements-iree-compiler.txt'
     - name: Install Python packages
       # TODO: Switch to `pip install -r requirements.txt -e shortfin/`.
       working-directory: ${{ env.LIBSHORTFIN_DIR }}