:books: Add documentation items

README.md

@@ -11,13 +11,13 @@ tags:
 license: apache-2.0
 ---
 
-# GPT-fr
+# GPT 🇫🇷
 
 ## Model description
 
 <img src="imgs/logo.png" width="200">
 
-**GPT-fr** is a model trained on a very large and heterogeneous French corpus. We release the weights for the following configurations:
+**GPT-fr** is a French GPT model for French. The model trained on a very large and heterogeneous French corpus. We release the weights for the following configurations:
 
 | Model name | Number of layers | Attention Heads | Embedding Dimension | Total Parameters |
 | :------:       |   :---: | :---: | :---: | :---: |
@@ -26,7 +26,7 @@ license: apache-2.0
 
 ## Intended uses & limitations
 
-The model can be leveraged for language generation tasks. Besides, many tasks may be formatted such that the output is directly generated in natural language. Such configuration may be used for tasks such as automatic summary or question answering tasks. We do hope our model might be use for both academic and industrial applications. 
+The model can be leveraged for language generation tasks. Besides, many tasks may be formatted such that the output is directly generated in natural language. Such configuration may be used for tasks such as automatic summary or question answering tasks. We do hope our model might be used for both academic and industrial applications. 
 
 #### How to use