Update README.md

README.md

@@ -7,4 +7,21 @@ datasets:
 - leslyarun/c4_200m_gec_train100k_test25k
 ---
 
-# Get Grammatical corrections on your English text, trained on a subset of c4-200m dataset
+# Get Grammatical corrections on your English text, trained on a subset of c4-200m dataset
+
+# Use the below code for running the model
+
+``` python
+
+
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+from transformers import pipeline
+
+tokenizer = AutoTokenizer.from_pretrained("leslyarun/grammatical-error-correction")
+model = AutoModelForSeq2SeqLM.from_pretrained("leslyarun/grammatical-error-correction")
+  
+text2text_generator = pipeline("text2text-generation", model=model, tokenizer=tokenizer)
+output = text2text_generator("grammar: " + sentence)
+print(output[0]["generated_text"])
+
+```