Update app.py

app.py

@@ -29,16 +29,15 @@ for message in st.session_state.messages:
 
 
 # Sidebar
-with st.expander("Instructions"):
-    st.sidebar.markdown(
-        r"""
-        # 🌟 Streamlit + Hugging Face Demo 🤖
+st.sidebar.markdown(
+    r"""
+    # 🌟 Streamlit + Hugging Face Demo 🤖
 
-        ## Introduction 📖
+    ## Introduction 📖
 
-        This demo showcases how to interact with Large Language Models (LLMs) on Hugging Face using Streamlit. 
-        """
-    )
+    This demo showcases how to interact with Large Language Models (LLMs) on Hugging Face using Streamlit. 
+    """
+)
 
 
 option = st.sidebar.selectbox(
@@ -52,37 +51,36 @@ st.sidebar.write("---")
 st.sidebar.markdown("Yiqiao Yin: [Site](https://www.y-yin.io/) | [LinkedIn](https://www.linkedin.com/in/yiqiaoyin/)")
 
 
-with st.sidebar.expander("More Detailed Tutorials"):
-    st.sidebar.markdown(
-        r"""
-        To fine-tune LLM such as Llama2 on custom data, please use the following tutorials as resources. For the options above such as `Llama2 on YSA` and `Llama2 on BRK Letters`, they are developed based on the content of the following videos.
+st.sidebar.markdown(
+    r"""
+    To fine-tune LLM such as Llama2 on custom data, please use the following tutorials as resources. For the options above such as `Llama2 on YSA` and `Llama2 on BRK Letters`, they are developed based on the content of the following videos.
 
-        ## Video Series Overview
+    ## Video Series Overview
 
-        ### Video 1: Process Your Own PDF Doc into LLM Finetune-Ready Format
+    ### Video 1: Process Your Own PDF Doc into LLM Finetune-Ready Format
 
-        Learn how to transform PDF documents into AI model fine-tuning ready formats. This video will take you through the steps to make your PDF data AI-ready.
+    Learn how to transform PDF documents into AI model fine-tuning ready formats. This video will take you through the steps to make your PDF data AI-ready.
 
-        - [Watch Video](https://youtu.be/hr2kSC1evQM)
-        - [Tutorial Notebook](https://github.com/yiqiao-yin/WYNAssociates/blob/main/docs/ref-deeplearning/ex24f%20-%20process%20custom%20data%20from%20pdf%20and%20push%20to%20huggingface%20to%20prep%20for%20fine%20tune%20task%20of%20llama%202%20using%20lora.ipynb)
+    - [Watch Video](https://youtu.be/hr2kSC1evQM)
+    - [Tutorial Notebook](https://github.com/yiqiao-yin/WYNAssociates/blob/main/docs/ref-deeplearning/ex24f%20-%20process%20custom%20data%20from%20pdf%20and%20push%20to%20huggingface%20to%20prep%20for%20fine%20tune%20task%20of%20llama%202%20using%20lora.ipynb)
 
-        ### Video 2: Fine-tune Llama2-7b LLM Using Custom Data
+    ### Video 2: Fine-tune Llama2-7b LLM Using Custom Data
 
-        Dive into customizing the Llama-2 model with your unique dataset. This installment turns your data into a bespoke AI model.
+    Dive into customizing the Llama-2 model with your unique dataset. This installment turns your data into a bespoke AI model.
 
-        - [Watch Video](https://youtu.be/tDkY2gpvylE)
-        - [Guide to Fine-Tuning](https://github.com/yiqiao-yin/WYNAssociates/blob/main/docs/ref-deeplearning/ex24f%20-%20fine%20tune%20Llama%202%20using%20ysa%20data%20in%20colab.ipynb)
+    - [Watch Video](https://youtu.be/tDkY2gpvylE)
+    - [Guide to Fine-Tuning](https://github.com/yiqiao-yin/WYNAssociates/blob/main/docs/ref-deeplearning/ex24f%20-%20fine%20tune%20Llama%202%20using%20ysa%20data%20in%20colab.ipynb)
 
-        ### Video 3: Deploy Inference Endpoint on HuggingFace!
+    ### Video 3: Deploy Inference Endpoint on HuggingFace!
 
-        Discover how to make your AI model accessible to the world by deploying it on HuggingFace. This video turns your project into a global phenomenon.
+    Discover how to make your AI model accessible to the world by deploying it on HuggingFace. This video turns your project into a global phenomenon.
 
-        - [Watch Video](https://youtu.be/382yy-mCeCA)
-        - [Deployment Guide](https://github.com/yiqiao-yin/WYNAssociates/blob/main/docs/ref-deeplearning/ex24f%20-%20inference%20endpoint%20interaction%20from%20huggingface.ipynb)
-        - [HuggingFace Space](https://huggingface.co/spaces/eagle0504/streamlit-demo)
+    - [Watch Video](https://youtu.be/382yy-mCeCA)
+    - [Deployment Guide](https://github.com/yiqiao-yin/WYNAssociates/blob/main/docs/ref-deeplearning/ex24f%20-%20inference%20endpoint%20interaction%20from%20huggingface.ipynb)
+    - [HuggingFace Space](https://huggingface.co/spaces/eagle0504/streamlit-demo)
 
-        """
-    )
+    """
+)
 
 
 # Reset everything