[GSoC] Update `tune` API for LLM hyperparameters optimization #2073

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Summary
Jobs
- Test
- Test Skopt
Run details
- Usage
- Workflow file

Run time

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Job	Run time
Test	3m 34s
Test Skopt	22s
	3m 56s