KEP-2401: Kubeflow LLM Trainer V2

[Electronic-Waste]

This is the Kubeflow Enhancement Proposal for Kubeflow LLM Trainer V2: http://bit.ly/4gp8JGd
Related: #2401 #2170

We will collect the final community feedback by 2.12 and start the implementation after that.

Open Questions

1. Since we adopt torchrun as the launcher for LLM Trainer, do we need to support more launchers like torchtune and accelerate in the future?
2. Do we want to support Adapter Prompt Tuning and Prefix Tuning?

/cc @kubeflow/wg-training-leads @deepanker13 @saileshd1402 @seanlaii @helenxie-bit @astefanutti @varshaprasad96 @franciscojavierarceo @thesuperzapper @rimolive @juliusvonkohout @jbottum @varodrig @Doris-xm @truc0

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In response to this:

This is the Kubeflow Enhancement Proposal for Kubeflow LLM Trainer V2: http://bit.ly/4gp8JGd
Related: #2401 #2170

We will collect the final community feedback by 2.12 and start the implementation after that.

Open Questions

1. Since we adopt torchrun as the launcher for LLM Trainer, do we need to support more launchers like torchtune and accelerate in the future?
2. Do we want to support Adapter Prompt Tuning and Prefix Tuning?

/cc @kubeflow/wg-training-leads @deepanker13 @saileshd1402 @seanlaii @helenxie-bit @astefanutti @varshaprasad96 @franciscojavierarceo @thesuperzapper @rimolive @juliusvonkohout @jbottum @varodrig @Doris-xm @truc0

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[coveralls]

Pull Request Test Coverage Report for Build 13089269276

Details

• 0 of 0 changed or added relevant lines in 0 files are covered.
• No unchanged relevant lines lost coverage.
• Overall first build on doc/KEP-2401 at 100.0%

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Totals
Change from base Build 13016586638:	100.0%
Covered Lines:	85
Relevant Lines:	85

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💛 - Coveralls