What you would like to be added?

We already have a user guide for LLM hyperparameter optimization API in Katib, but some tasks still need to be completed. This issue will track future updates, including:

1. Testing the example in the user guide to ensure it works correctly.
2. Addressing unresolved feedback, such as:

• Adjusting the structure for better readability.
• Providing clearer instructions on tunable parameters.

Why is this needed?

This user guide is intended to help end users understand and effectively use the LLM hyperparameter optimization API. Completing these improvements will enhance clarity and usability.

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