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diff --git a/fine_tune/bert/tutorials/05_output.py b/fine_tune/bert/tutorials/05_output.py
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+from transformers import BertModel, BertTokenizer
+from transformers.models.bert import BertModel
+import torch
+from torch import nn
+
+
+if __name__ == '__main__':
+
+ model_name = 'bert-base-uncased'
+
+ tokenizer = BertTokenizer.from_pretrained(model_name)
+ model = BertModel.from_pretrained(model_name, output_hidden_states=True)
+
+ text = "After stealing money from the bank vault, the bank robber was seen " \
+ "fishing on the Mississippi river bank."
+
+
+ token_inputs = tokenizer(text, return_tensors='pt')
+ with torch.no_grad():
+ outputs = model(**token_inputs)
+
+
+
+
+