Update README.md

README.md

@@ -57,7 +57,7 @@ The following books are used to develop text corpus:
 
 Corpus has total 1078389 word tokens.
 
-## Datasets Preprocessig
+## Datasets Preprocessing
 
 - Header text are removed manually.
 - Using sent_tokenize() function from NLTK python library, extra spaces and new-lines were removed programmatically. 
@@ -93,6 +93,17 @@ The following hyperparameters were used during training:
 | 2.3842        | 2.51  | 1000 | 2.5738          |
 
 
+## Sample Code Using Transformers Pipeline
+
+```
+from transformers import pipeline
+
+story = pipeline('text-generation',model='./gpt2-shakespeare', tokenizer='gpt2', max_length = 300)
+story("how art thou")
+
+```
+
+
 ### Framework versions
 
 - Transformers 4.26.1