Update README.md

README.md

@@ -20,7 +20,7 @@ on the wiki.en dataset from [oliverguhr/spelling](https://github.com/oliverguhr/
 
 ## Model description
 
-This model should do spelling correction and 
+This an experimental model that should be capable of fixing typos and punctuation.
 
 ```python
 from transformers import pipeline
@@ -35,11 +35,11 @@ print(fix_spelling("lets do a comparsion",max_length=100))
 
 ## Intended uses & limitations
 
-It may do additional changes other than spelling corrections.
+Intented for research purposes.
 
-It doesn't support languages other than English.
-
-It was fine-tuned with a `max_length` of 100.
+- It may produce artifacts.
+- It doesn't support languages other than English.
+- It was fine-tuned with a `max_length` of 100.
 
 ## Training and evaluation data