Update README.md

README.md

@@ -25,18 +25,20 @@ pip install -U peft
 Now, the peft adapter can be loaded and activated like this:
 
 ```python
+from peft import PeftModel, PeftConfig
+from transformers import AutoModelForSequenceClassification
 
+model = AutoModelForSequenceClassification.from_pretrained("roberta-base")
+model = PeftModel.from_pretrained(model, "solwol/roberta-sentiment-classifier-peft")
 ```
 
+Now, to perform sentiment classification:
 
-## More Information [optional]
-
-[More Information Needed]
-
-## Model Card Authors [optional]
-
-[More Information Needed]
+```python
+from transformers import AutoTokenizer, TextClassificationPipeline
 
-## Model Card Contact
+tokenizer = AutoTokenizer.from_pretrained("roberta-base")
+classifier = TextClassificationPipeline(model=model, tokenizer=tokenizer)
 
-[More Information Needed]
+classifier("This is awesome!")
+```