Update README.md

README.md

@@ -18,7 +18,19 @@ Dataset: ```PAWS```  [link](https://github.com/google-research-datasets/paws)
 
 ## Performance:
 
-F$1$-score: 0.86
+F1-score: 0.86
 ROC-AUC score: 0.86
 
 ## Usage:
+```python
+from transformers import T5ForConditionalGeneration, T5Tokenizer
+tokenizer = T5Tokenizer.from_pretrained("etomoscow/T5_paraphrase_detector")
+model = T5ForConditionalGeneration.from_pretrained("etomoscow/T5_paraphrase_detector")
+text_1 = 'During her sophomore , junior and senior summers , she spent half of it with her Alaska team , and half playing , and living in Oregon .'
+text_2 = 'During her second , junior and senior summers , she spent half of it with her Alaska team , half playing and living in Oregon.'
+true_label = '1'
+input_text = tokenizer.encode_plus(text_1 + ' <sep> ' + text_2, return_tensors='pt')
+out = model.generate(input_text['input_ids'].to(device))
+print(tokenizer.decode(out.squeeze(0), skip_special_tokens=True))
+# 1
+```