Update README.md

README.md

@@ -10,15 +10,15 @@ library_name: transformers
 ---
 
 ### Model summary
-`bert-sci-am` is a BERT-family model trained for scientific literature argument mining. At low-level it performs sentence classification.
+`bert-sci-am` is a BERT-family model trained for scientific literature argument mining. At low-level it performs sequence classification.
 
 ### How to use
 
 ```python
 from transformers import AutoModelForSequenceClassification, AutoTokenizer
 checkpoint = "david-inf/bert-sci-am"
-device = "cuda"
 
-model = 
-tokenizer = 
+model = AutoModelForSequenceClassification.from_pretrained(
+    "david-inf/bert-sci-am", num_labels=2)
+tokenizer = AutoTokenizer.from_pretrained("david-inf/bert-sci-am")
 ```