[CI]Update triton ascend version in 3.2.0

[Meihan-chen]

What this PR does / why we need it?

update triton ascend version in 3.2.0

Does this PR introduce any user-facing change?

How was this patch tested?

• vLLM version: v0.13.0
• vLLM main: vllm-project/vllm@d682094

[github-actions]

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[gemini-code-assist]

Code Review

This pull request updates the triton-ascend version across several files. My main feedback is to avoid hardcoding the version string in multiple places to improve maintainability. I've suggested using a variable in the shell script and Sphinx substitutions in the documentation files to centralize the version string. This will make future updates simpler and less error-prone.

[gemini-code-assist]

To avoid hardcoding the version and improve maintainability, please use a Sphinx substitution here. This makes it consistent with other version variables like |vllm_ascend_version| and centralizes the configuration. You would need to define a new substitution, for example triton_ascend_version, in your Sphinx conf.py file.

Suggested change

	python3 -m pip install -i https://test.pypi.org/simple/ triton-ascend==3.2.0.dev2026012011
	python3 -m pip install -i https://test.pypi.org/simple/ triton-ascend==|triton_ascend_version|

[gemini-code-assist]

To avoid hardcoding the version and improve maintainability, please use a Sphinx substitution here. This makes it consistent with other version variables like |vllm_ascend_version| and centralizes the configuration. You would need to define a new substitution, for example triton_ascend_version, in your Sphinx conf.py file.

Suggested change

	python3 -m pip install -i https://test.pypi.org/simple/ triton-ascend==3.2.0.dev2026012011
	python3 -m pip install -i https://test.pypi.org/simple/ triton-ascend==|triton_ascend_version|

[gemini-code-assist]

The triton-ascend version is hardcoded here. This version string is also present in docs/source/tutorials/DeepSeek-V3.2.md and docs/source/tutorials/Qwen3-Next.md. To improve maintainability and avoid having to update it in multiple places, consider defining a variable for the version at the top of the script (e.g., TRITON_ASCEND_VERSION="3.2.0.dev2026012011") and using it here like triton-ascend==${TRITON_ASCEND_VERSION}.