Update README.md

README.md

@@ -39,7 +39,13 @@ This is the model card of a 🤗 transformers model that has been pushed on the
 
 ### Direct Use
 
-Please proceed the following example **that purely relies on tranformers and torch** on google colab or here:
+Please proceed the following example **that purely relies on tranformers and torch**.
+
+This example could be found on google colab at the related [Github repo page](https://github.com/nicolay-r/THOR-ECAC)
+
+You can still use the code below for a custom start by being independent from the THoR engine.
+
+Here are the **4 steps** for direct model use:
 
 1. Setup ask method for inferring FlanT5 as follows: 
 ```python
@@ -93,7 +99,7 @@ print(f"Emotion state of the speaker of `{target}` is: {flant5_response}")
 ```
 
 The response is as follows:
->>> Emotion state of the speaker of `Jake: yaeh, I could not be mad at him for too long!` is: **anger**
+> Emotion state of the speaker of `Jake: yaeh, I could not be mad at him for too long!` is: **anger**
 
 
 ### Downstream Use [optional]