changed model to deepset/tinyroberta-squad2

app.py

@@ -4,10 +4,9 @@ from inference import  Question_and_Answer_System
 qa = Question_and_Answer_System() 
 
 
-
-def greet(question):
+def ask_question(question):
     prediction = qa.answer_question(question)
     return prediction
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+iface = gr.Interface(fn=ask_question, inputs="text", outputs="text")
 iface.launch()

inference.py

@@ -36,9 +36,16 @@ class Question_and_Answer_System:
         return retriever
 
     def create_reader(self, document_store):
+        """
         reader = FARMReader(
-            model_name_or_path="deepset/roberta-base-squad2", use_gpu=False
+            model_name_or_path="deepset/roberta-base-squad2", use_gpu=True
         )
+        """
+        reader = FARMReader(
+            model_name_or_path="deepset/tinyroberta-squad2", use_gpu=True
+        )
+
+        
         return reader
 
     def create_pipeline(self, reader, retriever):