Update README.md

README.md

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+language: 
+  - "en"
 license: mit
+tags:
+- fill-mask
 ---
+
+
+# MedBERT Model
+
+MedBERT is a newly pre-trained transformer-based language model for biomedical named entity recognition: initialised with Bio_ClinicalBERT & pre-trained on N2C2, BioNLP and CRAFT community datasets.
+
+
+## How to use the model
+
+Load the model via the transformers library:
+```
+from transformers import AutoTokenizer, AutoModel
+tokenizer = AutoTokenizer.from_pretrained("charangan/MedBERT")
+model = AutoModel.from_pretrained("charangan/MedBERT")
+```