Update app.py

app.py

@@ -10,8 +10,11 @@ app = Flask(__name__)
 upload_folder = os.path.join('static', 'uploads')
 os.makedirs(upload_folder, exist_ok=True)
 
-# Better Fake News Detection Model (DeBERTa for improved performance)
-news_model = pipeline("text-classification", model="yn2022/fake-news-detection")
+news_models = {
+    "mrm8488": pipeline("text-classification", model="mrm8488/bert-tiny-finetuned-fake-news-detection"),
+    "google-electra": pipeline("text-classification", model="google/electra-base-discriminator"),
+    "bert-base": pipeline("text-classification", model="bert-base-uncased")
+}
 
 # Image Detection Model (CLIP-based)
 clip_model = CLIPModel.from_pretrained("openai/clip-vit-base-patch32")