diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 6aa0019d..19e370a6 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -11,9 +11,8 @@ on:
         default: false
       releaseTag:
         description: "Release tag"
-        required: false
+        required: true
         type: string
-        default: "test"
       llamaServerVersion:
         description: "llama-server version"
         required: false
@@ -40,6 +39,18 @@ jobs:
   test:
     runs-on: ubuntu-latest
     steps:
+      - name: Summary
+        run: |
+          echo "## Release Parameters" >> $GITHUB_STEP_SUMMARY
+          echo "| Parameter | Value |" >> $GITHUB_STEP_SUMMARY
+          echo "|-----------|-------|" >> $GITHUB_STEP_SUMMARY
+          echo "| Release Tag | \`${{ inputs.releaseTag }}\` |" >> $GITHUB_STEP_SUMMARY
+          echo "| Push Latest | \`${{ inputs.pushLatest }}\` |" >> $GITHUB_STEP_SUMMARY
+          echo "| llama-server Version | \`${{ inputs.llamaServerVersion }}\` |" >> $GITHUB_STEP_SUMMARY
+          echo "| vLLM Version | \`${{ inputs.vllmVersion }}\` |" >> $GITHUB_STEP_SUMMARY
+          echo "| SGLang Version | \`${{ inputs.sglangVersion }}\` |" >> $GITHUB_STEP_SUMMARY
+          echo "| Build MUSA/CANN | \`${{ inputs.buildMusaCann }}\` |" >> $GITHUB_STEP_SUMMARY
+
       - name: Checkout code
         uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8
 
@@ -63,48 +74,23 @@ jobs:
         id: tags
         shell: bash
         run: |
-          echo "cpu<<EOF" >> "$GITHUB_OUTPUT"
-          echo "docker/model-runner:${{ inputs.releaseTag }}" >> "$GITHUB_OUTPUT"
-          if [ "${{ inputs.pushLatest }}" == "true" ]; then
-            echo "docker/model-runner:latest" >> "$GITHUB_OUTPUT"
-          fi
-          echo 'EOF' >> "$GITHUB_OUTPUT"
-          echo "cuda<<EOF" >> "$GITHUB_OUTPUT"
-          echo "docker/model-runner:${{ inputs.releaseTag }}-cuda" >> "$GITHUB_OUTPUT"
-          if [ "${{ inputs.pushLatest }}" == "true" ]; then
-            echo "docker/model-runner:latest-cuda" >> "$GITHUB_OUTPUT"
-          fi
-          echo 'EOF' >> "$GITHUB_OUTPUT"
-          echo "vllm-cuda<<EOF" >> "$GITHUB_OUTPUT"
-          echo "docker/model-runner:${{ inputs.releaseTag }}-vllm-cuda" >> "$GITHUB_OUTPUT"
-          if [ "${{ inputs.pushLatest }}" == "true" ]; then
-            echo "docker/model-runner:latest-vllm-cuda" >> "$GITHUB_OUTPUT"
-          fi
-          echo 'EOF' >> "$GITHUB_OUTPUT"
-          echo "sglang-cuda<<EOF" >> "$GITHUB_OUTPUT"
-          echo "docker/model-runner:${{ inputs.releaseTag }}-sglang-cuda" >> "$GITHUB_OUTPUT"
-          if [ "${{ inputs.pushLatest }}" == "true" ]; then
-            echo "docker/model-runner:latest-sglang-cuda" >> "$GITHUB_OUTPUT"
-          fi
-          echo 'EOF' >> "$GITHUB_OUTPUT"
-          echo "rocm<<EOF" >> "$GITHUB_OUTPUT"
-          echo "docker/model-runner:${{ inputs.releaseTag }}-rocm" >> "$GITHUB_OUTPUT"
-          if [ "${{ inputs.pushLatest }}" == "true" ]; then
-            echo "docker/model-runner:latest-rocm" >> "$GITHUB_OUTPUT"
-          fi
-          echo 'EOF' >> "$GITHUB_OUTPUT"
-          echo "musa<<EOF" >> "$GITHUB_OUTPUT"
-          echo "docker/model-runner:${{ inputs.releaseTag }}-musa" >> "$GITHUB_OUTPUT"
-          if [ "${{ inputs.pushLatest }}" == "true" ]; then
-            echo "docker/model-runner:latest-musa" >> "$GITHUB_OUTPUT"
-          fi
-          echo 'EOF' >> "$GITHUB_OUTPUT"
-          echo "cann<<EOF" >> "$GITHUB_OUTPUT"
-          echo "docker/model-runner:${{ inputs.releaseTag }}-cann" >> "$GITHUB_OUTPUT"
-          if [ "${{ inputs.pushLatest }}" == "true" ]; then
-            echo "docker/model-runner:latest-cann" >> "$GITHUB_OUTPUT"
-          fi
-          echo 'EOF' >> "$GITHUB_OUTPUT"
+          format_tags() {
+            local variant="$1"
+            local suffix="${variant:+-$variant}"  # empty for cpu, "-variant" otherwise
+            echo "${variant:-cpu}<<EOF" >> "$GITHUB_OUTPUT"
+            echo "docker/model-runner:${{ inputs.releaseTag }}${suffix}" >> "$GITHUB_OUTPUT"
+            if [ "${{ inputs.pushLatest }}" == "true" ]; then
+              echo "docker/model-runner:latest${suffix}" >> "$GITHUB_OUTPUT"
+            fi
+            echo 'EOF' >> "$GITHUB_OUTPUT"
+          }
+          format_tags "" # cpu
+          format_tags "cuda"
+          format_tags "vllm-cuda"
+          format_tags "sglang-cuda"
+          format_tags "rocm"
+          format_tags "musa"
+          format_tags "cann"
 
       - name: Log in to DockerHub
         uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef