[WIP] Add e2e test for `tune` api with LLM hyperparameter optimization #2526

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Run time

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Job	Run time
Generate And Format Test	2m 24s
Unit Test (1.27.1)	46s
Unit Test (1.28.3)	45s
Unit Test (1.29.3)	44s
finish	0s
	4m 39s