Update README.md

README.md

@@ -7,6 +7,18 @@ This model is for English extractive question answering. It is based on the [ber
 [English SQuAD v2.0](https://rajpurkar.github.io/SQuAD-explorer/) 
 
 # How to use
+
+You can use this model directly with a pipeline:
+
 ``` python
-import 
+from transformers.pipelines import pipeline
+from transformers import AutoTokenizer, AutoModelForQuestionAnswering
+
+tokenizer = AutoTokenizer.from_pretrained("zhufy/squad-en-bert-base")
+model = AutoModelForQuestionAnswering.from_pretrained("zhufy/squad-en-bert-base")
+
+nlp = pipeline("quesiton-answering", model="zhufy/squad-en-bert-base", tokenizer="zhufy/squad-en-bert-base")
+
+pipeline("question-answering", model="distilbert-base-cased-distilled-squad", tokenizer="bert-base-cased")
+
 ```