Update README.md

README.md

@@ -27,6 +27,18 @@ gatortron-large | 8.9 billion
 
 <h2>How to use</h2>
 
+```python
+from huggingface_hub import login
+from transformers import AutoModel, AutoTokenizer, AutoConfig
+login(token="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")
+
+tokinizer= AutoTokenizer.from_pretrained('UFNLP/gatortron-base', use_auth_token=True)
+config=AutoConfig.from_pretrained('UFNLP/gatortron-base', use_auth_token=True)
+mymodel=AutoModel.from_pretrained('UFNLP/gatortron-base', use_auth_token=True)
+
+encoded_input=tokinizer("Bone scan:  Negative for distant metastasis.", return_tensors="pt")
+encoded_output = mymodel(**encoded_input)
+```
 
 - An NLP pacakge using GatorTron for clinical concept extraction (Named Entity Recognition): https://github.com/uf-hobi-informatics-lab/ClinicalTransformerNER
 - An NLP pacakge using GatorTron for Relation Extraction: https://github.com/uf-hobi-informatics-lab/ClinicalTransformerRelationExtraction