Update README.md

README.md

@@ -134,7 +134,7 @@ query = ["Bidirectional transformers"]
 query_embedding = embed_input(query)
 
 #load the proximity adapter, provide an identifier for the adapter in load_as argument and activate it
-model.load_adapter("allenai/specter2_proximity", source="hf", load_as="specter2", set_active=True)
+model.load_adapter("allenai/specter2", source="hf", load_as="specter2_proximity", set_active=True)
 papers = [{'title': 'BERT', 'abstract': 'We introduce a new language representation model called BERT'},
           {'title': 'Attention is all you need', 'abstract': ' The dominant sequence transduction models are based on complex recurrent or convolutional neural networks'}]
 # concatenate title and abstract