Update README.md

README.md

@@ -7,4 +7,11 @@ sdk: static
 pinned: false
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-Edit this `README.md` markdown file to author your organization card 🔥
+To use our fine-tuned BioBERT model to remove references to priors from radiology reports, run the following:
+```python
+from transformers import AutoTokenizer, AutoModelForTokenClassification
+
+modelname = "rajpurkarlab/biobert-finetuned-prior-rmv"
+tokenizer = AutoTokenizer.from_pretrained(modelname)
+model = AutoModelForTokenClassification.from_pretrained(modelname)
+```