Update README.md

README.md

@@ -10,12 +10,21 @@ license: apache-2.0
 language:
 - en
 !pip install simpletransformers
+
 !pip freeze | grep simpletransformers
-model_name = 'bert-base-uncased'  # Example: base BERT model with uncased vocabulary
-tokenizer = BertTokenizer.from_pretrained(model_name)
-model = BertModel.from_pretrained(model_name)
+
+model_name = 'bert-base-uncased'
+
+tokenizer = BertTokenizer.from_pretrained
+
+model = BertModel.from_pretrained
+
 input_text = "You are hurting my feelings. You must be mean."
+
 tokenized_input = tokenizer(input_text, return_tensors='pt')
+
 outputs = model(**tokenized_input)
+
 hidden_states = outputs.last_hidden_state
+
 pooled_output = outputs.pooler_output