Create app.py

app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Load the fine-tuned model from Hugging Face Hub
+classifier = pipeline("text-classification", model="Emanai/my-finetuned-bert2")
+
+def classify_text(text):
+    return classifier(text)[0]
+
+# Create a simple Gradio interface
+iface = gr.Interface(fn=classify_text, inputs="text", outputs="label")
+
+# Launch the Gradio app
+iface.launch()