Update README.md

README.md

@@ -44,9 +44,20 @@ parameters:
 
 A fine-tuned version of [google/t5-v1_1-large](https://huggingface.co/google/t5-v1_1-large) for grammar correction on an expanded version of the [JFLEG](https://paperswithcode.com/dataset/jfleg) dataset.
 
+usage in Python:
+
+```
+from transformers import pipeline
+
+corrector = pipeline(
+              'text2text-generation',
+              'pszemraj/grammar-synthesis-large',
+              
+              )
+```
 ## Model description
 
-The intent is to create a text2text language model that successfully completes "single-shot grammar correction" on a potentially grammatically incorrect text 
+The intent is to create a text2text language model that successfully completes "single-shot grammar correction" on a potentially grammatically incorrect text **that could have a lot of mistakes** with the important qualifier of _it does not semantically change text/information that IS grammatically correct._
 
 ## Intended uses & limitations