Update app.py

app.py

@@ -1,5 +1,4 @@
 import pandas as pd
-from transformers import pipeline
 
 import PIL
 from PIL import Image
@@ -24,8 +23,15 @@ config['predictor']['beamsearch'] = True
 config['device'] = 'cpu' # mps
 
 recognitor = Predictor(config)
-model_name = "microsoft/xdoc-base-squad2.0"
-nlp = pipeline('question-answering', model=model_name)
+#model_name = "microsoft/xdoc-base-squad2.0"
+#nlp = pipeline('question-answering', model=model_name)
+
+from transformers import AutoModelForQuestionAnswering, AutoTokenizer, pipeline
+
+model_name = "timpal0l/mdeberta-v3-base-squad2"
+model = AutoModelForQuestionAnswering.from_pretrained(model_name)
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+nlp = pipeline('question-answering', model=model, tokenizer=tokenizer)
 
 def query(doc, labels):
     questions = labels.split(", ")