diff --git a/.github/workflows/build_wheel.yml b/.github/workflows/build_wheel.yml
index 3ee9cb5295..63e1467b18 100644
--- a/.github/workflows/build_wheel.yml
+++ b/.github/workflows/build_wheel.yml
@@ -109,7 +109,7 @@ jobs:
       id-token: write
     if: github.event_name == 'push' && startsWith(github.event.ref, 'refs/tags/v')
     steps:
-      - uses: actions/download-artifact@v5
+      - uses: actions/download-artifact@v6
         with:
           pattern: cibw-*
           path: dist
@@ -132,7 +132,7 @@ jobs:
       - name: Delete huge unnecessary tools folder
         run: rm -rf /opt/hostedtoolcache
       - uses: actions/checkout@v5
-      - uses: actions/download-artifact@v5
+      - uses: actions/download-artifact@v6
         with:
           path: source/install/docker/dist
           pattern: cibw-*-manylinux_x86_64-cu${{ matrix.cuda_version }}*
@@ -165,7 +165,7 @@ jobs:
     needs: [build_wheels, build_sdist]
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/download-artifact@v5
+      - uses: actions/download-artifact@v6
         with:
           path: dist/packages
           pattern: cibw-*
diff --git a/.github/workflows/package_c.yml b/.github/workflows/package_c.yml
index dae85816f5..b9e61b3323 100644
--- a/.github/workflows/package_c.yml
+++ b/.github/workflows/package_c.yml
@@ -58,7 +58,7 @@ jobs:
     steps:
       - uses: actions/checkout@v5
       - name: Download artifact
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@v6
         with:
           pattern: libdeepmd_c-*
           merge-multiple: true
diff --git a/.github/workflows/test_python.yml b/.github/workflows/test_python.yml
index 81738dcfe9..04e4898620 100644
--- a/.github/workflows/test_python.yml
+++ b/.github/workflows/test_python.yml
@@ -99,7 +99,7 @@ jobs:
         key: test2-durations-combined-${{ matrix.python }}-${{ github.sha }}
         restore-keys: test2-durations-combined-${{ matrix.python }}
     - name: Download artifacts
-      uses: actions/download-artifact@v5
+      uses: actions/download-artifact@v6
       with:
         pattern: split-${{ matrix.python }}-*
         merge-multiple: true