[CI]update triton ascend version (#5392)

### What this PR does / why we need it?
update triton-ascend version to 1229 and bisheng version in 1225;

- vLLM version: release/v0.13.0
- vLLM main:
254f6b9867
---------
Signed-off-by: Meihan-chen <jcccx.cmh@gmail.com>

.github/workflows/_e2e_nightly_single_node.yaml

@@ -127,9 +127,11 @@ jobs:
         if: ${{ inputs.name == 'test_custom_op' }}
         shell: bash -l {0}
         run: |
-          . /usr/local/Ascend/ascend-toolkit/8.3.RC2/bisheng_toolkit/set_env.sh
-          wget https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/triton_ascend-3.2.0.dev2025110717-cp311-cp311-manylinux_2_27_aarch64.whl
-          pip install triton_ascend-3.2.0.dev2025110717-cp311-cp311-manylinux_2_27_aarch64.whl
+          BISHENG_NAME="Ascend-BiSheng-toolkit_aarch64_20251225.run"
+          BISHENG_URL="https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/${BISHENG_NAME}"
+          wget -O "${BISHENG_NAME}" "${BISHENG_URL}" && chmod a+x "${BISHENG_NAME}" && "./${BISHENG_NAME}" --install && rm "${BISHENG_NAME}"
+          source /usr/local/Ascend/8.5.0/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.dev20251229-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl"
 
       - name: Run vllm-project/vllm-ascend test
         env:

.github/workflows/_e2e_nightly_single_node_models.yaml

@@ -108,8 +108,11 @@ jobs:
         if: ${{ inputs.runner == 'linux-aarch64-a2-4' && contains(inputs.model_list, 'Qwen3-Next-80B-A3B-Instruct') }}
         shell: bash -l {0}
         run: |
-          . /usr/local/Ascend/ascend-toolkit/8.3.RC2/bisheng_toolkit/set_env.sh
-          python3 -m pip install "https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/triton_ascend-3.2.0.dev2025110717-cp311-cp311-manylinux_2_27_aarch64.whl"
+          BISHENG_NAME="Ascend-BiSheng-toolkit_aarch64_20251225.run"
+          BISHENG_URL="https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/${BISHENG_NAME}"
+          wget -O "${BISHENG_NAME}" "${BISHENG_URL}" && chmod a+x "${BISHENG_NAME}" && "./${BISHENG_NAME}" --install && rm "${BISHENG_NAME}"
+          source /usr/local/Ascend/8.5.0/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.dev20251229-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl"
 
       - name: Install tensorflow (for Molmo-7B-D-0924)
         if: ${{ inputs.runner == 'linux-aarch64-a2-1' && contains(inputs.model_list, 'Molmo-7B-D-0924') }}

.github/workflows/_e2e_test.yaml

@@ -80,8 +80,11 @@ jobs:
       - name: Install Ascend toolkit & triton_ascend
         shell: bash -l {0}
         run: |
-          . /usr/local/Ascend/ascend-toolkit/8.3.RC2/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.dev2025110717-cp311-cp311-manylinux_2_27_aarch64.whl"
+          BISHENG_NAME="Ascend-BiSheng-toolkit_aarch64_20251225.run"
+          BISHENG_URL="https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/${BISHENG_NAME}"
+          wget -O "${BISHENG_NAME}" "${BISHENG_URL}" && chmod a+x "${BISHENG_NAME}" && "./${BISHENG_NAME}" --install && rm "${BISHENG_NAME}"
+          source /usr/local/Ascend/8.5.0/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.dev20251229-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl"
 
       - name: Run vllm-project/vllm-ascend test
         env:
@@ -191,8 +194,11 @@ jobs:
       - name: Install Ascend toolkit & triton_ascend
         shell: bash -l {0}
         run: |
-          . /usr/local/Ascend/ascend-toolkit/8.3.RC2/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.dev2025110717-cp311-cp311-manylinux_2_27_aarch64.whl"
+          BISHENG_NAME="Ascend-BiSheng-toolkit_aarch64_20251225.run"
+          BISHENG_URL="https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/${BISHENG_NAME}"
+          wget -O "${BISHENG_NAME}" "${BISHENG_URL}" && chmod a+x "${BISHENG_NAME}" && "./${BISHENG_NAME}" --install && rm "${BISHENG_NAME}"
+          source /usr/local/Ascend/8.5.0/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.dev20251229-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl"
 
       - name: Run vllm-project/vllm-ascend test (light)
         env:
@@ -288,8 +294,11 @@ jobs:
       - name: Install Ascend toolkit & triton_ascend
         shell: bash -l {0}
         run: |
-          . /usr/local/Ascend/ascend-toolkit/8.3.RC2/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.dev2025110717-cp311-cp311-manylinux_2_27_aarch64.whl"
+          BISHENG_NAME="Ascend-BiSheng-toolkit_aarch64_20251225.run"
+          BISHENG_URL="https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/${BISHENG_NAME}"
+          wget -O "${BISHENG_NAME}" "${BISHENG_URL}" && chmod a+x "${BISHENG_NAME}" && "./${BISHENG_NAME}" --install && rm "${BISHENG_NAME}"
+          source /usr/local/Ascend/8.5.0/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.dev20251229-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl"
 
       - name: Run vllm-project/vllm-ascend test for V1 Engine
         working-directory: ./vllm-ascend

.github/workflows/pr_test_light.yaml

@@ -130,8 +130,11 @@ jobs:
       - name: Install Ascend toolkit & triton_ascend
         shell: bash -l {0}
         run: |
-          . /usr/local/Ascend/ascend-toolkit/8.3.RC2/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.dev2025110717-cp311-cp311-manylinux_2_27_aarch64.whl"
+          BISHENG_NAME="Ascend-BiSheng-toolkit_aarch64_20251225.run"
+          BISHENG_URL="https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/${BISHENG_NAME}"
+          wget -O "${BISHENG_NAME}" "${BISHENG_URL}" && chmod a+x "${BISHENG_NAME}" && "./${BISHENG_NAME}" --install && rm "${BISHENG_NAME}"
+          source /usr/local/Ascend/8.5.0/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.dev20251229-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl"
 
       - name: Run unit test
         env:

docs/source/tutorials/DeepSeek-V3.2.md

@@ -36,17 +36,20 @@ We strongly recommend you to install triton ascend package to speed up the infer
 
 The [Triton Ascend](https://gitee.com/ascend/triton-ascend) is for better performance, please follow the instructions below to install it and its dependency.
 
-Source the Ascend BiSheng toolkit, execute the command:
+Install the Ascend BiSheng toolkit, execute the command:
 
 ```bash
-source /usr/local/Ascend/ascend-toolkit/8.3.RC2/bisheng_toolkit/set_env.sh
+BISHENG_NAME="Ascend-BiSheng-toolkit_$(uname -i)_20251225.run"
+BISHENG_URL="https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/${BISHENG_NAME}"
+wget -O "${BISHENG_NAME}" "${BISHENG_URL}" && chmod a+x "${BISHENG_NAME}" && "./${BISHENG_NAME}" --install && rm "${BISHENG_NAME}"
+source /usr/local/Ascend/8.5.0/bisheng_toolkit/set_env.sh
 ```
 
 Install Triton Ascend:
 
 ```bash
-wget https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/triton_ascend-3.2.0.dev2025110717-cp311-cp311-manylinux_2_27_aarch64.whl
-pip install triton_ascend-3.2.0.dev2025110717-cp311-cp311-manylinux_2_27_aarch64.whl
+wget https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/triton_ascend-3.2.0.dev20251229-cp311-cp311-manylinux_2_27_$(uname -i).manylinux_2_28_$(uname -i).whl
+pip install triton_ascend-3.2.0.dev20251229-cp311-cp311-manylinux_2_27_$(uname -i).manylinux_2_28_$(uname -i).whl
 ```
 
 :::

docs/source/tutorials/Qwen3-Next.md

@@ -52,33 +52,24 @@ The Qwen3 Next is using [Triton Ascend](https://gitee.com/ascend/triton-ascend)
 
 ### Install Triton Ascend
 
-:::::{tab-set}
-::::{tab-item} Linux (AArch64)
-
 The [Triton Ascend](https://gitee.com/ascend/triton-ascend) is required when you run Qwen3 Next, please follow the instructions below to install it and its dependency.
 
-Source the Ascend BiSheng toolkit, execute the command:
+Install the Ascend BiSheng toolkit, execute the command:
 
 ```bash
-source /usr/local/Ascend/ascend-toolkit/8.3.RC2/bisheng_toolkit/set_env.sh
+BISHENG_NAME="Ascend-BiSheng-toolkit_$(uname -i)_20251225.run"
+BISHENG_URL="https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/${BISHENG_NAME}"
+wget -O "${BISHENG_NAME}" "${BISHENG_URL}" && chmod a+x "${BISHENG_NAME}" && "./${BISHENG_NAME}" --install && rm "${BISHENG_NAME}"
+source /usr/local/Ascend/8.5.0/bisheng_toolkit/set_env.sh
 ```
 
 Install Triton Ascend:
 
 ```bash
-wget https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/triton_ascend-3.2.0.dev2025110717-cp311-cp311-manylinux_2_27_aarch64.whl
-pip install triton_ascend-3.2.0.dev2025110717-cp311-cp311-manylinux_2_27_aarch64.whl
+wget https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/triton_ascend-3.2.0.dev20251229-cp311-cp311-manylinux_2_27_$(uname -i).manylinux_2_28_$(uname -i).whl
+pip install triton_ascend-3.2.0.dev20251229-cp311-cp311-manylinux_2_27_$(uname -i).manylinux_2_28_$(uname -i).whl
 ```
 
-::::
-
-::::{tab-item} Linux (x86_64)
-
-Coming soon ...
-
-::::
-:::::
-
 ### Inference
 
 Please make sure you have already executed the command: