Update README.md

README.md

@@ -51,7 +51,7 @@ Let's think step by step:
 The model produces two key components:
 
 #### The Thinking Process
-```python
+```markdown
 <think>
 I need to think through how to plan this research project.
 
@@ -72,7 +72,7 @@ Finally, I need to reflect on the value of this research. The findings could be
 ```
 
 #### The Structured Research Plan
-```python
+```markdown
 <answer>
 Here's a structured research plan for "Hybrid Quantum-Classical Algorithms for Scalable Variational Quantum Simulation of Strongly Correlated Materials":
 
@@ -141,6 +141,5 @@ This repository contains everything you need to use and understand Research-Reas
   - **Average Tokens Per Sample**: 1015.69
   - **Dataset Creation**: Generated using DeepSeekV3 API
 
-```markdown
 ## Attribution
 Research-Reasoner-7B-v0.3 was developed by Raymond Lee. If you use this model in your work, please include a reference to this repository.