Update README.md

README.md

@@ -34,23 +34,23 @@ from transformers import pipeline
 
 nlp = pipeline(
     "document-question-answering",
-    model="Quantamhash/Quantum_Doc_QA",
+    model="impira/layoutlm-document-qa",
 )
 
 nlp(
-    "https://huggingface.co/datasets/Quantamhash/Assets/resolve/main/images/invoice-template-us-neat-750px.png",
+    "https://templates.invoicehome.com/invoice-template-us-neat-750px.png",
     "What is the invoice number?"
 )
 # {'score': 0.9943977, 'answer': 'us-001', 'start': 15, 'end': 15}
 
 nlp(
-    "https://huggingface.co/datasets/Quantamhash/Assets/resolve/main/images/1_iECQRIiOGTmEFLdWkVIH2g.jpg",
+    "https://miro.medium.com/max/787/1*iECQRIiOGTmEFLdWkVIH2g.jpeg",
     "What is the purchase amount?"
 )
 # {'score': 0.9912159, 'answer': '$1,000,000,000', 'start': 97, 'end': 97}
 
 nlp(
-    "https://huggingface.co/datasets/Quantamhash/Assets/resolve/main/images/income-statement-example%402x.webp",
+    "https://www.accountingcoach.com/wp-content/uploads/2013/10/income-statement-example@2x.png",
     "What are the 2020 net sales?"
 )
 # {'score': 0.59147286, 'answer': '$ 3,750', 'start': 19, 'end': 20}