Update README.md

README.md

@@ -13,13 +13,25 @@ tags:
 
 **Typhoon-DeepSeek-R1-70B** is a Thai 🇹🇭 reasoning large language model with 70 billion parameters, and it is based on DeepSeek R1 70B Distill.
 
-For release-blog. please see [....]
+For more detail. please see our [blog](https://arxiv.org/abs/2412.13702). The paper is coming soon.
+
 *To acknowledge Meta's effort in creating the foundation model and to comply with the license, we explicitly include "llama-3.1" in the model name.
 
 ## **Performance**
 
-1. add reasoning performance chart / table
-2. add general instruct performance chart / table
+**Reasoning Performance**
+
+<div align="center">
+  <img src="https://storage.googleapis.com/typhoon-public/assets/typhoon2-text/r1_reasoning.jpg" alt="Typhoon DeepSeek R1 70B Reasoning Performance" width="100%" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
+</div>
+
+
+**General Instruction-Following Performance**
+
+<div align="center">
+  <img src="https://storage.googleapis.com/typhoon-public/assets/typhoon2-text/r1_general.jpg" alt="Typhoon DeepSeek R1 70B General Performance" width="100%" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
+</div>
+
 
 ## **Model Description**
 
@@ -29,6 +41,8 @@ For release-blog. please see [....]
 - **License**: [Llama 3.1 Community License](https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/LICENSE)
 
 
+
+
 ## Usage Example
 
 ```python