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Browse files- app.py +39 -0
- requirements.txt +8 -0
app.py
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import gradio as gr
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from transformers import pipeline
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# Load the GPT-2 News Generation Model
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model_name = "AventIQ-AI/gpt2-news-article-generation"
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generator = pipeline("text-generation", model=model_name)
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# Predefined headline suggestions
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headline_suggestions = [
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"Breaking: Stock Market Hits Record High",
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"Scientists Discover New Treatment for Alzheimer's",
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"Tech Giants Compete in AI Race",
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"Severe Weather Warnings Issued Across the Country",
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"New Law Passed to Improve Cybersecurity Standards"
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]
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def generate_news_article(headline, max_length=250):
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"""Generate a news article based on the given headline."""
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response = generator(headline, max_length=max_length, num_return_sequences=1)
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return response[0]["generated_text"]
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# Create Gradio UI
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with gr.Blocks(theme="default") as demo:
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gr.Markdown("## π° GPT-2 News Article Generator")
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gr.Markdown("π Enter a **news headline**, and the model will generate a news article based on it.")
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headline_input = gr.Textbox(placeholder="Enter a news headline...", label="News Headline")
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suggestion_dropdown = gr.Dropdown(choices=headline_suggestions, label="π‘ Select a Sample Headline (Optional)")
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generate_button = gr.Button("π Generate Article")
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output_box = gr.Textbox(label="Generated News Article", interactive=False)
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# Function to update input field with selected suggestion
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def update_headline(suggestion):
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return suggestion
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suggestion_dropdown.change(update_headline, inputs=[suggestion_dropdown], outputs=[headline_input])
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generate_button.click(generate_news_article, inputs=[headline_input], outputs=[output_box])
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demo.launch()
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requirements.txt
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torch
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transformers
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gradio
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sentencepiece
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torchvision
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huggingface_hub
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pillow
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numpy
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