Update app.py

app.py

@@ -301,12 +301,11 @@ def summarize_abstract(path):
                       truncation=True,
                       return_tensors='pt')
 
-  with torch.no_grad():
-    decoded_ids = model.generate(input_ids=encoding['input_ids'],
-                                attention_mask=encoding['attention_mask'],
-                                max_length=512,
-                                top_p=.9,
-                                do_sample=True)
+  decoded_ids = model.generate(input_ids=encoding['input_ids'],
+                               attention_mask=encoding['attention_mask'],
+                               max_length=512,
+                               top_p=.9,
+                               do_sample=True)
 
   summary=tokenizer.decode(decoded_ids[0], skip_special_tokens=True)