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[WIP] Add e2e test for `tune` api with LLM hyperparameter optimization #1093

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Run time

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Job	Run time
e2e (v1.27.11)	16m 1s
e2e (v1.28.7)	17m 27s
e2e (v1.29.2)	16m 58s
	50m 26s