add sections

Signed-off-by: mahdikhashan <[email protected]>
kubeflow · Jan 11, 2025 · 41efc88 · 41efc88
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diff --git a/content/en/docs/components/katib/user-guides/hp-tuning/llm-hp-optimization.md b/content/en/docs/components/katib/user-guides/hp-tuning/llm-hp-optimization.md
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 This page describes Language Models hyperparameter (HP) optimization Python API that Katib supports and how to configure
 it.
 
+## Sections
+- [Prerequisites](#Prerequisites)
+- [Load Model and Dataset](#Load-Model-and-Dataset)
+- [Finetune](#Finetune-Language-Models)
+- [Example: Fine-Tuning Llama-3.2 for Binary Classification on IMDB Dataset](#example-fine-tuning-llama-32-for-binary-classification-on-imdb-dataset)
+
 ## Prerequisites
 
 You need to install the following Katib components to run code in this guide: