Update README.md

README.md

@@ -33,8 +33,6 @@ tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True,
                                          )
 ```
 
-## Inference example
-
 This model produces both thinking and reflection sections, marked by these special tokens:
 
 ```python
@@ -46,9 +44,13 @@ reflect_end= "<|/reflect|>"
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/R65fHhUVtDsfCQbwVDUnD.png)
 
-PRefLexOR Inference: Thinking and Reflection and Agentic Reasoning 
-[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/lamm-mit/PRefLexOR/blob/main/PRefLexOR_inference_thinking-reflection.ipynb)
+## Inference examples
+
+We provide several examples for how to use this model, using Colab notebooks and Hugging Face transformers. 
 
+### Colab PRefLexOR Inference: Thinking and Reflection and Agentic Reasoning 
+
+[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/lamm-mit/PRefLexOR/blob/main/PRefLexOR_inference_thinking-reflection.ipynb)
 
 ###  Simple inference: