[docs]Upgrade MindSpeed to stable maintenance version.

[Ginray]

PR type

• Bug Fix
• New Feature
• [ √ ] Document Updates
• More Models or Datasets Support

PR information

Upgrade MindSpeed to stable maintenance version.
Avoid known bugs, for example, an error will occur when setting moe_permute_fusion to true: AttributeError: 'NoneType' object has no attribute 'tolist'.

Experiment results

Paste your experiment result here(if needed).

[gemini-code-assist]

Summary of Changes

Hello @Ginray, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request updates the installation instructions within the NPU support documentation to reference a more stable and recent version of the MindSpeed library. By upgrading to version 2.3.0_core_r0.12.1, users will benefit from a more robust environment, avoiding critical errors and known bugs that were present in previous iterations. This ensures that the provided best practices guide users towards a reliable setup.

Highlights

• Documentation Update: The documentation for NPU support has been updated to reflect a new, stable maintenance version of the MindSpeed library.
• Bug Fixes: This upgrade aims to avoid known bugs, specifically mentioning an AttributeError: 'NoneType' object has no attribute 'tolist' that occurs when moe_permute_fusion is set to true.
• Version Pinning: The git checkout command in the installation instructions has been changed from a specific commit hash (0016137f0dcfeab3308e0d16994046740c0e4ad9) to a stable version tag (2.3.0_core_r0.12.1).

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[gemini-code-assist]

Code Review

This pull request updates the documentation to use a stable maintenance version of MindSpeed, replacing a specific commit hash with a version tag. This is a good change for maintainability and clarity. I've added a couple of suggestions to further improve the installation instructions by using a shallow git clone, which will be more efficient for users following the guide.

[gemini-code-assist]

For a more efficient installation, consider using git clone --depth 1 --branch <tag> to perform a shallow clone of the specific tag. This avoids downloading the full repository history, which is faster and saves disk space.

Suggested change

	git clone https://gitcode.com/Ascend/MindSpeed.git
	cd MindSpeed
	git checkout 0016137f0dcfeab3308e0d16994046740c0e4ad9
	git checkout 2.3.0_core_r0.12.1
	git clone --depth 1 --branch 2.3.0_core_r0.12.1 https://gitcode.com/Ascend/MindSpeed.git
	cd MindSpeed

[gemini-code-assist]

For a more efficient installation, consider using git clone --depth 1 --branch <tag> to perform a shallow clone of the specific tag. This avoids downloading the full repository history, which is faster and saves disk space.

Suggested change

	git clone https://gitcode.com/Ascend/MindSpeed.git
	cd MindSpeed
	git checkout 0016137f0dcfeab3308e0d16994046740c0e4ad9
	git checkout 2.3.0_core_r0.12.1
	git clone --depth 1 --branch 2.3.0_core_r0.12.1 https://gitcode.com/Ascend/MindSpeed.git
	cd MindSpeed