Update README.md

README.md

@@ -41,7 +41,7 @@ inference:
     do_sample: True
     top_p: 0.95
     top_k: 20
-    temperature: 0.5
+    temperature: 0.3
     repetition_penalty: 3.5
     
 ---
@@ -55,11 +55,14 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-- it is a splendid model
+- a basic dialogue model for conversation. It can be used as a chatbot.
+- check out a [simple demo here](https://huggingface.co/spaces/ethzanalytics/dialogue-demo)
+
 
 ## Intended uses & limitations
 
-- [ai-msgbot](https://github.com/pszemraj/ai-msgbot)
+- usage is designed for integrating with this repo: [ai-msgbot](https://github.com/pszemraj/ai-msgbot)
+- the main specific information to know is that the model generates whole conversations between two entities, `person alpha` and `person beta`. These entity names are used functionally as custom `<bos>` tokens to extract when one response ends and another begins. 
 
 ## Training and evaluation data