Create Slurm runtime for model training using V2 APIs

[andreyvelich]

What you would like to be added?

As we discussed during the last Training WG call, we want to design and implement Training Runtime for Slurm, so users can leverage Slurm workload manager for model training on Kubernetes.

Recordings: https://youtu.be/IBDyYUbB0UA

We can continue discussions once we implement the Training Operator V2 APIs.

cc @kubeflow/wg-training-leads @catblade

/area runtime

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[andreyvelich]

/remove-label lifecycle/needs-triage