[Fix] Refactor and fix dist test to e2e full test (#3808)

### What this PR does / why we need it?
Fix ci test on A3
1. delete lables
2. fix filter yaml file name
3. refactor dist test to e2e full test 
4. skip test_models_distributed_Qwen3_MOE_TP2_WITH_EP &
test_models_distributed_Qwen3_MOE_W8A8_WITH_EP because of
https://github.com/vllm-project/vllm-ascend/issues/3895

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

Signed-off-by: hfadzxy <starmoon_zhang@163.com>

.github/workflows/_e2e_test.yaml

@@ -115,7 +115,7 @@ jobs:
           #pytest -sv tests/e2e/singlecard/ops/
 
   e2e-2-cards:
-    name: multicard
+    name: multicard-2
     runs-on: ${{ inputs.runner }}-2
     container:
       image: ${{ inputs.image }}
@@ -202,4 +202,86 @@ jobs:
           pytest -sv tests/e2e/multicard/test_pipeline_parallel.py
           pytest -sv tests/e2e/multicard/test_prefix_caching.py
           pytest -sv tests/e2e/multicard/test_qwen3_moe.py
-          
+
+  e2e-4-cards:
+    name: multicard-4
+    runs-on: linux-aarch64-a3-4
+    container:
+      image: m.daocloud.io/quay.io/ascend/cann:8.3.rc1-a3-ubuntu22.04-py3.11
+      env:
+        VLLM_LOGGING_LEVEL: ERROR
+        VLLM_USE_MODELSCOPE: True
+    steps:
+      - name: Check npu and CANN info
+        run: |
+          npu-smi info
+          cat /usr/local/Ascend/ascend-toolkit/latest/"$(uname -i)"-linux/ascend_toolkit_install.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
+          apt-get update -y
+          apt install git wget curl -y
+          git config --global url."https://gh-proxy.test.osinfra.cn/https://github.com/".insteadOf https://github.com/
+
+      - name: Checkout vllm-project/vllm-ascend repo
+        uses: actions/checkout@v4
+        with:
+          path: ./vllm-ascend
+
+      - name: Install system dependencies
+        run: |
+          apt-get -y install `cat packages.txt`
+          apt-get -y install gcc g++ cmake libnuma-dev
+
+      - name: Checkout vllm-project/vllm repo
+        uses: actions/checkout@v4
+        with:
+          repository: vllm-project/vllm
+          ref: ${{ inputs.vllm }}
+          path: ./vllm-empty
+
+      - name: Install vllm-project/vllm from source
+        working-directory: ./vllm-empty
+        run: |
+          VLLM_TARGET_DEVICE=empty pip install -e .
+
+      - name: Install vllm-project/vllm-ascend
+        working-directory: ./vllm-ascend
+        run: |
+          export PIP_EXTRA_INDEX_URL=https://mirrors.huaweicloud.com/ascend/repos/pypi
+          export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/Ascend/ascend-toolkit/latest/x86_64-linux/devlib
+          pip install -r requirements-dev.txt
+          pip install -v -e .
+
+      - name: Run vllm-project/vllm-ascend test for V1 Engine
+        working-directory: ./vllm-ascend
+        env:
+          VLLM_WORKER_MULTIPROC_METHOD: spawn
+          VLLM_USE_MODELSCOPE: True
+        run: |
+          pytest -sv \
+            tests/e2e/multicard/test_offline_inference_distributed.py::test_models_distributed_DeepSeek_multistream_moe \
+            tests/e2e/multicard/test_offline_inference_distributed.py::test_models_distributed_DeepSeek_W4A8DYNAMIC 
+            # tests/e2e/multicard/test_qwen3_moe.py::test_models_distributed_Qwen3_MOE_TP2_WITH_EP \
+            # tests/e2e/multicard/test_qwen3_moe.py::test_models_distributed_Qwen3_MOE_W8A8_WITH_EP
+
+      - name: Install Ascend toolkit & triton_ascend (for Qwen3-Next-80B-A3B-Instruct)
+        shell: bash -l {0}
+        run: |
+          wget -q https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/Ascend-BiSheng-toolkit_aarch64.run -O /tmp/Ascend-BiSheng-toolkit_aarch64.run
+          chmod a+x /tmp/Ascend-BiSheng-toolkit_aarch64.run
+          /tmp/Ascend-BiSheng-toolkit_aarch64.run --install
+          . /usr/local/Ascend/8.3.RC1/bisheng_toolkit/set_env.sh
+          python3 -m pip install "https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/triton_ascend-3.2.0.dev20250914-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl"
+
+      - name: Run vllm-project/vllm-ascend Qwen3 Next test
+        working-directory: ./vllm-ascend
+        shell: bash -el {0}
+        env:
+          VLLM_WORKER_MULTIPROC_METHOD: spawn
+          VLLM_USE_MODELSCOPE: True
+        run: |
+          . /usr/local/Ascend/8.3.RC1/bisheng_toolkit/set_env.sh
+          pytest -sv tests/e2e/multicard/test_qwen3_next.py