diff --git a/.github/workflows/_ascend_npu_torchtitan.yml b/.github/workflows/_ascend_npu_torchtitan.yml
new file mode 100644
index 0000000..07f554a
--- /dev/null
+++ b/.github/workflows/_ascend_npu_torchtitan.yml
@@ -0,0 +1,137 @@
+name: "_ascend_npu_torchtitan"
+
+on:
+  workflow_call:
+    inputs:
+      runner:
+        required: true
+        type: string
+        description: "The runner selected to run on"
+      image:
+        required: true
+        type: string
+        description: "The docker image which will be loaded"
+      device:
+        required: true
+        type: string
+        description: "The device selected to run on"
+      torch-artifact:
+        required: false
+        type: string
+        description: "The distribution artifact name of torch"
+      torch-npu-artifact:
+        required: true
+        type: string
+        description: "The distribution artifact name of torch_npu"
+    secrets:
+      pr-token:
+        description: "A token used to create a pull request"
+        required: true
+
+# Bash shells do not use ~/.profile or ~/.bashrc so these shells need to be explicitly
+# declared as "shell: bash -el {0}" on steps that need to be properly activated.
+# It's used to activate ascend-toolkit environment variables.
+
+defaults:
+  run:
+    shell: bash -el {0}
+
+jobs:
+  setup_environment:
+    name: run torchtitan tests
+    runs-on: ${{ inputs.runner }}
+    container:
+      image: ${{ inputs.image }}
+      env:
+        HF_ENDPOINT: https://hf-mirror.com
+    outputs:
+      torch_version: ${{ steps.get_torch_version.outputs.torch-version }}
+      npu_info: ${{ steps.check_npu.outputs.npu_info }}
+    steps:
+      - name: Show NPU info
+        run: |
+          npu-smi info
+
+      - name: Config mirrors
+        run: |
+          sed -i 's|ports.ubuntu.com|mirrors.tuna.tsinghua.edu.cn|g' /etc/apt/sources.list
+          pip config set global.index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
+
+      - name: Install system dependencies
+        run: |
+          apt-get update
+          apt-get install -y \
+              git gcc g++ make cmake ninja-build curl \
+              libgl1 libglib2.0-0 libsndfile1
+
+      - name: Config git
+        run: |
+          git config --global --add safe.directory "$GITHUB_WORKSPACE"
+          git config --global url."https://gh-proxy.test.osinfra.cn/https://github.com/".insteadOf https://github.com/
+
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Checkout benchmark
+        uses: actions/checkout@v4
+        with:
+          repository: pytorch/torchtitan
+          path: torchtitan
+
+      - name: Download torch artifact
+        if: ${{ inputs.torch-artifact }}
+        uses: actions/download-artifact@v4
+        with:
+          name: ${{ inputs.torch-artifact }}
+
+      - name: Install torch
+        if: ${{ inputs.torch-artifact }}
+        run: |
+          pip install ${{ inputs.torch-artifact }}
+
+      - name: Install torch_npu dependencies
+        if: ${{ !inputs.torch-artifact }}
+        run: |
+          pip install -r https://raw.githubusercontent.com/Ascend/pytorch/refs/heads/master/requirements.txt
+
+      - name: List torch version
+        id: list-torch-version
+        shell: bash
+        run: |
+          torch_version=$(python -c "import torch; print(torch.__version__)")
+          echo "torch-version=${torch_version}" >> $GITHUB_OUTPUT
+
+      - name: Download torch_npu artifact
+        uses: actions/download-artifact@v4
+        with:
+          name: ${{ inputs.torch-npu-artifact }}
+          path: ascend_npu
+
+      - name: Install torch_npu
+        working-directory: ascend_npu
+        run: |
+          pip install ${{ inputs.torch-npu-artifact }}
+
+      - name: Install project dependencies
+        run: |
+          pip install -r requirements.txt
+          pip install pytest pytest-cov tyro
+
+      - name: Show environment info
+        run: |
+          npu_is_available=$(python -c "import torch; print(torch.npu.is_available())")
+          npu_count=$(python -c "import torch; print(torch.npu.device_count())")
+          echo "NPU is available: ${npu_is_available}"
+          echo "NPU count: ${npu_count}"
+          pip list | grep -E 'torch|numpy'
+
+      - name: Run torchtitan integration_test
+        working-directory: torchtitan
+        run: |
+          npu_count=$(python -c "import torch; print(torch.npu.device_count())")
+          python ./tests/integration_tests.py artifacts-to-be-uploaded --ngpu ${npu_count}
+
+      - name: Run torchtitan unittest
+        working-directory: torchtitan
+        run: |
+          pytest ./tests/unit_tests --cov=. --cov-report=xml --durations=20 -vv
diff --git a/.github/workflows/ascend_npu_test.yml b/.github/workflows/ascend_npu_test.yml
index 90ea362..e6eda7c 100644
--- a/.github/workflows/ascend_npu_test.yml
+++ b/.github/workflows/ascend_npu_test.yml
@@ -10,6 +10,7 @@ on:
       - ".github/workflows/_ascend_npu_build_torch_npu.yml"
       - ".github/workflows/_ascend_npu_ut.yml"
       - ".github/workflows/_ascend_npu_benchmark.yml"
+      - ".github/workflows/_ascend_npu_torchtitan.yml"
       - ".ci/**"
       - "ascend_npu/**"
       - "src/**"
@@ -23,6 +24,7 @@ on:
       - ".github/workflows/_ascend_npu_build_torch_npu.yml"
       - ".github/workflows/_ascend_npu_ut.yml"
       - ".github/workflows/_ascend_npu_benchmark.yml"
+      - ".github/workflows/_ascend_npu_torchtitan.yml"
       - ".ci/**"
       - "ascend_npu/**"
       - "src/**"
@@ -118,8 +120,8 @@ jobs:
       image: ${{ needs.prepare.outputs.image }}
       torch-artifact: ${{ needs.build-torch.outputs.torch-artifact }}
 
-  test:
-    name: Test torch_npu
+  torchtitan:
+    name: Run torchtitan
     needs:
       - prepare
       - build-torch
@@ -127,27 +129,10 @@ jobs:
     if: |
       !cancelled() && github.event_name != 'repository_dispatch' &&
       (success() || (needs.build-torch.result == 'skipped' && needs.build.result == 'success'))
-    uses: ./.github/workflows/_ascend_npu_ut.yml
+    uses: ./.github/workflows/_ascend_npu_torchtitan.yml
     with:
       runner: ${{ needs.prepare.outputs.runner }}
       image: ${{ needs.prepare.outputs.image }}
       torch-artifact: ${{ needs.build-torch.outputs.torch-artifact }}
       torch-npu-artifact: ${{ needs.build.outputs.torch-npu-artifact }}
 
-  benchmark:
-    name: Run benchmarks
-    needs:
-      - prepare
-      - build-torch
-      - build
-    if: |
-      !cancelled() && github.event_name != 'repository_dispatch' &&
-      (success() || (needs.build-torch.result == 'skipped' && needs.build.result == 'success'))
-    uses: ./.github/workflows/_ascend_npu_benchmark.yml
-    with:
-      runner: ${{ needs.prepare.outputs.runner }}
-      image: ${{ needs.prepare.outputs.image }}
-      torch-artifact: ${{ needs.build-torch.outputs.torch-artifact }}
-      torch-npu-artifact: ${{ needs.build.outputs.torch-npu-artifact }}
-    secrets:
-      pr-token: ${{ secrets.COSDT_BOT_TOKEN }}