gsoc: add dynamic llm trainer for gsoc 2026

[tariq-hasan]

This PR adds a GSoC project proposal for implementing a dynamic LLM Trainer framework in Kubeflow Trainer.

Relevant issue: kubeflow/trainer#2839.

[google-oss-prow]

Hi @tariq-hasan. Thanks for your PR.

I'm waiting for a kubeflow member to verify that this patch is reasonable to test. If it is, they should reply with /ok-to-test on its own line. Until that is done, I will not automatically test new commits in this PR, but the usual testing commands by org members will still work. Regular contributors should join the org to skip this step.

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[Arhell]

/ok-to-test

[juliusvonkohout]

Please rebase after #4286. the deadline is close @andreyvelich

[tariq-hasan]

Please rebase after #4286. the deadline is close @andreyvelich

I have rebased this as project 10 to go after the other projects that are pending PRs.

[andreyvelich]

Please add yourself as the first mentor, since I won't be able to help with mentoring.

Suggested change

[@andreyvelich](https://github.com/andreyvelich),

[tariq-hasan]

I've made the change.

[andreyvelich]

/lgtm
/approve

[google-oss-prow]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: andreyvelich

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[andreyvelich]

/hold

[andreyvelich]

@kramaranya @astefanutti @szaher @abhijeet-dhumal Do you want to help @tariq-hasan with mentoring student for this work as well?
I guess, that can be a nice work for Kubeflow SDK enhancements.