Replay: [20251111] Ko3n1g/chore/main to dev

[ko3n1g]

What does this PR do ?

Tested internally with pipelines/38613616

⚠️ For major changes (either in lines of code or in its impact), please make sure to first share discuss a design-doc with the team.

Contribution process

flowchart LR
    A[Pre-checks] --> B[PR Tests]
    subgraph Code Review/Approval
        C1[Expert Review] --> C2[Final Review]
    end
    B --> C1
    C2 --> D[Merge]

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Pre-checks

• I want this PR in a versioned release and have added the appropriate Milestone (e.g., Core 0.8)
• I have added relevant unit tests
• I have added relevant functional tests
• I have added proper typing to my code Typing guidelines
• I have added relevant documentation
• I have run the autoformatter.sh on my PR

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[ko3n1g]

/ok to test fae8a0b

[FDecaYed]

switched to request change for squashing changes

[FDecaYed]

test seem fixed. We should rebase/squash so when merging into dev this is a single merge commit
otherwise LGTM

[ko3n1g]

Only test failing is gpt3_moe_mcore_te_ep8_resume_torch_dist_muon which we disabled now with #2275