Upgrade Kubernetes to v1.30.7 #1901

Job	Run time
Publish Image (dataset-initializer-v2, cmd/initializer_v2/dataset/Dockerfile, linux/amd64,linux/a... / Publish Image	2m 56s
Publish Image (kubectl-delivery, build/images/kubectl-delivery/Dockerfile, linux/amd64,linux/arm6... / Publish Image	4m 2s
Publish Image (model-initializer-v2, cmd/initializer_v2/model/Dockerfile, linux/amd64,linux/arm64... / Publish Image	2m 59s
Publish Image (storage-initializer, sdk/python/kubeflow/storage_initializer/Dockerfile, sdk/pytho... / Publish Image	10m 24s
Publish Image (trainer-huggingface, sdk/python/kubeflow/trainer/Dockerfile, sdk/python/kubeflow/t... / Publish Image	7m 6s
Publish Image (training-operator, build/images/training-operator/Dockerfile, linux/amd64,linux/ar... / Publish Image	26m 50s
Publish Image (training-operator-v2, cmd/training-operator.v2alpha1/Dockerfile, linux/amd64,linux... / Publish Image	19m 55s
	1h 14m 12s

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