Update README.md

README.md

@@ -37,11 +37,8 @@ This dataset was carefully cleaned and formatted to enhance the model's ability
 ## 3. How to Use This Model
 To use the Llama-3.2B finetuned model, follow the steps below:
 
-1. **Prepare the Query Function**
-   - Define the function to handle user queries and generate responses:
-     
-     ```python
-     
+
+  ```python   
 from transformers import TextStreamer
 
 def chatml(question, model):
@@ -59,12 +56,12 @@ def chatml(question, model):
                                streamer=text_streamer,
                                max_new_tokens=512)
                                
-        #Use the following example to test the model:
-     
 
+#Use the following example to test the model:     
 question = "Does the University of Westminster offer a course on AI, Data and Communication MA?"
 x = chatml(question, model)
-     ```
+
+```
 
 This setup ensures you can effectively query the Llama-3.2B finetuned model and receive detailed, relevant responses.