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To use the model, add the following from the transformers package:

(1) ClinicalBERT tokenizer:

tokenizer = AutoTokenizer.from_pretrained("emilyalsentzer/Bio_ClinicalBERT")

(2) Model type:

model = BertForSequenceClassification.from_pretrained(checkpoint_directory, num_labels=3)

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