diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index f9e6afe..2b1af1b 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -26,10 +26,11 @@ jobs:
         python-version: ['3.8', '3.9', '3.10', '3.11']
 
     steps:
-      - uses: actions/checkout@v3
+      - name: Cached LFS checkout
+        uses: nschloe/action-cached-lfs-checkout@v1.2.2
         with:
           fetch-depth: 0
-          lfs: true
+          enableCrossOsArchive: true
 
       - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v4