Update README.md

README.md

@@ -16,19 +16,29 @@ model-index:
       args: plain_text
 ---
 
+# t5-end2end-question-generation
 
+👉 This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on the squad dataset to generate questions based on a context. 
 
 
+If you want to learn how to fine-tune t5 model to do the same, you can follow this [tutorial](https://colab.research.google.com/drive/1z-Zl2hftMrFXabYfmz8o9YZpgYx6sGeW?usp=sharing)
 
 
-# t5-end2end-question-generation
+For instance:
+```
+Context: "Python is an interpreted, high-level, general-purpose programming language. Created by Guido van Rossum and first released in 1991, Python's design philosophy emphasizes code readability with its notable use of significant whitespace."
+```
+```
+Questions:
 
-This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on the squad dataset to generate questions based on a context.
+    Who created Python?,
+    When was Python first released?
+    What is Python's design philosophy?
+```
 
 It achieves the following results on the evaluation set:
 - Loss: 1.5691
 
-If you want to learn how to fine-tune t5 model to do the same, you can follow this [tutorial](https://colab.research.google.com/drive/1z-Zl2hftMrFXabYfmz8o9YZpgYx6sGeW?usp=sharing)
 
 ## Use the Model
 ```