[AMD] feat: add DLLM support for AMD GPUs with LLaDA2 testing (#15560)

.github/workflows/pr-test-amd.yml

@@ -796,6 +796,43 @@ jobs:
         run: |
           bash scripts/ci/amd_ci_exec.sh -e SGLANG_USE_AITER_AR=0 -e SGLANG_USE_AITER=0 -e HF_HUB_ENABLE_HF_TRANSFER=0 python3 test_moe_eval_accuracy_large.py
 
+  dllm-test-1-gpu-amd:
+    needs: [check-changes, stage-a-test-1-amd]
+    if: |
+      always() &&
+      (
+        (inputs.target_stage == 'dllm-test-1-gpu-amd') ||
+        (
+          !inputs.target_stage &&
+          (!failure() && !cancelled()) &&
+          ((needs.check-changes.outputs.main_package == 'true') || (needs.check-changes.outputs.sgl_kernel == 'true'))
+        )
+      )
+    strategy:
+      fail-fast: false
+      matrix:
+        runner: [linux-mi325-gpu-1]
+    runs-on: ${{matrix.runner}}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Ensure VRAM is clear
+        run: bash scripts/ensure_vram_clear.sh rocm
+
+      - name: Start CI container
+        run: bash scripts/ci/amd_ci_start_container.sh
+        env:
+          GITHUB_WORKSPACE: ${{ github.workspace }}
+
+      - name: Install dependencies
+        run: bash scripts/ci/amd_ci_install_dependency.sh
+
+      - name: Test DLLM (LLaDA2)
+        timeout-minutes: 30
+        run: |
+          bash scripts/ci/amd_ci_exec.sh python3 dllm/test_llada2_mini_amd.py
+
   pr-test-amd-finish:
     needs:
       [
@@ -814,7 +851,8 @@ jobs:
         performance-test-1-gpu-part-2-amd,
         performance-test-2-gpu-amd,
         accuracy-test-1-gpu-amd,
-        accuracy-test-2-gpu-amd, # Temporarily disabled
+        accuracy-test-2-gpu-amd,
+        dllm-test-1-gpu-amd,
       ]
     if: always()
     runs-on: ubuntu-latest