E2E Test with tune API

[GSoC] Update `tune` API for LLM hyperparameters optimization #25

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Run time

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Job	Run time
e2e (v1.27.11)	6m 57s
e2e (v1.28.7)	7m 1s
e2e (v1.29.2)	8m 1s
	21m 59s