AbrorBalxiyev commited on
Commit
7938776
1 Parent(s): 10ceec5

add project

Browse files
Files changed (2) hide show
  1. app.py +23 -0
  2. requirements.txt +3 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Pipeline-ni o'rnatish
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+ pipe = pipeline("text-classification", model="AbrorBalxiyev/my_awesome_model")
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+
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+ # Klassifikatsiya funksiyasi
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+ def classify_text(text):
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+ results = pipe(text)
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+ output = {result['label']: f"{result['score'] * 100:.2f}%" for result in results}
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+ return output
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+
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+ # Gradio interfeysini yaratish
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+ with gr.Blocks() as demo:
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+ gr.Markdown("## Text Classification Pipeline")
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+ text_input = gr.Textbox(label="Enter Text", placeholder="Type something here...")
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+ output_label = gr.Label(label="Classification Results")
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+ classify_button = gr.Button("Classify")
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+
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+ classify_button.click(classify_text, inputs=text_input, outputs=output_label)
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+
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+ # Interfeysni ishga tushirish
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+ demo.launch()
requirements.txt ADDED
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+ transformers
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+ gradio
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+ torch