Update README.md

README.md

@@ -56,7 +56,7 @@ library_name: transformers
 
 # Overview
 
-### Mi:dm 2.0
+## Mi:dm 2.0
 
 **Mi:dm 2.0** is a __"Korea-centric AI"__ model developed using KT's proprietary technology. The term __"Korea-centric AI"__ refers to a model that deeply internalizes the unique values, cognitive frameworks, and commonsense reasoning inherent to Korean society. It goes beyond simply processing or generating Korean text—it reflects a deeper understanding of the socio-cultural norms and values that define Korean society.
 
@@ -75,7 +75,7 @@ Mi:dm 2.0 is released in two versions:
 
 <br>
 
-### Quickstart
+## Quickstart
 
 Here is the code snippet to run conversational inference with the model:
 
@@ -125,10 +125,10 @@ print(tokenizer.decode(output[0]))
 
 <br>
 
-# Evaluation
+## Evaluation
 
 
-#### Korean
+### Korean
 
 <!-- first half table-->
 <table>
@@ -382,7 +382,7 @@ print(tokenizer.decode(output[0]))
 <br>
 
 
-#### English
+### English
 
 
 <table>
@@ -510,7 +510,7 @@ print(tokenizer.decode(output[0]))
 
 # Usage
 
-### Run on Friendli.AI
+## Run on Friendli.AI
 You can try our model immediately via `Friendli.AI`. Simply click `Deploy` and then `Friendli Endpoints`. 
 
 > [!Note]
@@ -522,11 +522,11 @@ You can try our model immediately via `Friendli.AI`. Simply click `Deploy` and t
 </p>
 
 
-### Run on Your Local Machine
+## Run on Your Local Machine
 We provide a detailed description about running Mi:dm 2.0 on your local machine using llama.cpp, LM Studio, and Ollama. Please check our [github](https://github.com/K-intelligence-Midm/Midm-2.0) for more information
 
 
-### Deployment
+## Deployment
 
 To serve Mi:dm 2.0 using [vLLM](https://github.com/vllm-project/vllm)(`>=0.8.0`) with an OpenAI-compatible API:
 ```bash
@@ -534,7 +534,7 @@ vllm serve K-intelligence/Midm-2.0-Base-Instruct
 ```
 
 
-### Tutorials
+## Tutorials
 To help our end-users easily use Mi:dm 2.0, we have provided comprehensive tutorials on [github](https://github.com/K-intelligence-Midm/Midm-2.0). 
 <br>
 
@@ -543,7 +543,7 @@ To help our end-users easily use Mi:dm 2.0, we have provided comprehensive tutor
 
 # More Information
 
-### Limitation
+## Limitation
 * The training data for both Mi:dm 2.0 models consists primarily of English and Korean. Understanding and generation in other languages are not guaranteed.
   
 * The model is not guaranteed to provide reliable advice in fields that require professional expertise, such as law, medicine, or finance.
@@ -551,7 +551,7 @@ To help our end-users easily use Mi:dm 2.0, we have provided comprehensive tutor
 * Researchers have made efforts to exclude unethical content from the training data — such as profanity, slurs, bias, and discriminatory language. However, despite these efforts, the model may still produce inappropriate expressions or factual inaccuracies.
 
 
-### License
+## License
 
 Mi:dm 2.0 is licensed under the [MIT License](./LICENSE).
  
@@ -568,7 +568,7 @@ Mi:dm 2.0 is licensed under the [MIT License](./LICENSE).
       url={}, 
 }
 ``` -->
-### Contact 
+## Contact 
 Mi:dm 2.0 Technical Inquiries: midm-llm@kt.com
 
 <br>