awacke1 commited on
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9d8750a
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1 Parent(s): 1a1a4e4

Update app.py

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  1. app.py +27 -1
app.py CHANGED
@@ -1,3 +1,29 @@
 
 
 
 
 
 
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  import gradio as gr
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- gr.Interface.load("models/sileod/deberta-v3-base-tasksource-nli").launch()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # original:
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+ #import gradio as gr
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+ #gr.Interface.load("models/sileod/deberta-v3-base-tasksource-nli").launch()
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+
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+ # chatGPT prompt1: Rewrite this program in python and gradio to load an example file with two input text fields and output of the classification field.
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+
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  import gradio as gr
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+ def classify_text(text1, text2):
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+ # Load pre-trained model
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+ model = gr.load_model("models/sileod/deberta-v3-base-tasksource-nli")
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+
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+ # Perform classification on input text
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+ output = model.predict([text1, text2])[0]
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+
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+ return output
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+
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+ # Create input fields
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+ input_text1 = gr.Textbox(label="Input Text 1")
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+ input_text2 = gr.Textbox(label="Input Text 2")
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+
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+ # Create output field
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+ output_text = gr.Textbox(label="Classification Output")
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+
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+ # Create Gradio interface
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+ gr.Interface(classify_text,
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+ inputs=[input_text1, input_text2],
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+ outputs=output_text,
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+ examples=[["Example Text 1", "Example Text 2"]]).launch()