Update README.md

README.md

@@ -59,6 +59,21 @@ training_args = TrainingArguments(
 
 To train and deploy the SmartBERT V2 model for Web API services, please refer to our GitHub repository: [web3se-lab/SmartBERT](https://github.com/web3se-lab/SmartBERT).
 
+Or use pipline:
+
+```python
+from transformers import RobertaTokenizer, RobertaForMaskedLM, pipeline
+
+model = RobertaForMaskedLM.from_pretrained('web3se/SmartBERT-v3')
+tokenizer = RobertaTokenizer.from_pretrained('web3se/SmartBERT-v3')
+
+code_example = "function totalSupply() external view <mask> (uint256);"
+fill_mask = pipeline('fill-mask', model=model, tokenizer=tokenizer)
+
+outputs = fill_mask(code_example)
+print(outputs)
+```
+
 ## Contributors
 
 - [Youwei Huang](https://www.devil.ren)