Update app.py

app.py

@@ -52,13 +52,14 @@ os.system('python -m pip install --upgrade pip')
 
 ## model / feature extractor / tokenizer
 
-from transformers import LayoutLMv2ForTokenClassification # LayoutXLMTokenizerFast, 
-
 import torch
 device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
 
 # model
-# tokenizer = LayoutXLMTokenizerFast.from_pretrained(model_id)
+from transformers import LayoutLMv2ForTokenClassification
+
+model_id = "pierreguillou/layout-xlm-base-finetuned-with-DocLayNet-base-at-linelevel-ml384"
+
 model = LayoutLMv2ForTokenClassification.from_pretrained(model_id);
 model.to(device);
 
@@ -68,6 +69,7 @@ feature_extractor = LayoutLMv2FeatureExtractor(apply_ocr=False)
 
 # tokenizer
 from transformers import AutoTokenizer
+tokenizer_id = "xlm-roberta-base"
 tokenizer = AutoTokenizer.from_pretrained(tokenizer_id)
 
 # APP outputs