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Update app.py
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app.py
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@@ -153,69 +153,48 @@ def generate_text(prompt, max_length=100, temperature=0.7, top_k=50):
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# Gradio interface
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def gradio_generate(prompt, max_length, temperature, top_k):
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# Custom CSS for the animation effect
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<style>
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overflow-y: auto;
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background-color: #f9f9f9;
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}
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.blinking-cursor {
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display: inline-block;
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width: 10px;
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height: 20px;
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background-color: #333;
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animation: blink 0.7s infinite;
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}
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@keyframes blink {
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0% { opacity: 0; }
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50% { opacity: 1; }
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100% { opacity: 0; }
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}
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</style>
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"""
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#
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outputs=gr.HTML(label="Generated Text"),
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title="Animated GPT Text Generator",
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description="Enter a prompt and adjust parameters to generate text using a fine-tuned GPT model.",
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css=custom_css,
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js=js_code,
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live=True
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)
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# Launch the app
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iface.launch()
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# Gradio interface
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def gradio_generate(prompt, max_length, temperature, top_k):
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output = ""
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for token in generate_text(prompt, max_length, temperature, top_k):
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output += token
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time.sleep(0.05) # Simulate typing effect
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yield output
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# Custom CSS for the animation effect
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css = """
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<style>
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body { background-color: #1e1e1e; color: #ffffff; font-family: Arial, sans-serif; }
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.container { max-width: 800px; margin: 0 auto; padding: 20px; }
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.header { text-align: center; margin-bottom: 30px; }
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.chat-box { background-color: #2a2a2a; border-radius: 10px; padding: 20px; margin-bottom: 20px; }
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.user-input { background-color: #3a3a3a; border: none; color: #ffffff; padding: 10px; border-radius: 5px; width: 100%; }
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.generate-btn { background-color: #5465ff; color: white; border: none; padding: 10px 20px; border-radius: 5px; cursor: pointer; }
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.output-box { background-color: #2a2a2a; border-radius: 10px; padding: 20px; margin-top: 20px; min-height: 100px; }
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</style>
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"""
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# 6. Gradio App Definition
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with gr.Blocks(css=css) as demo:
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gr.HTML("<div class='header'><h1>🌟 GPT-2 Text Generator</h1></div>")
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with gr.Row():
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with gr.Column(scale=3):
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prompt = gr.Textbox(placeholder="Enter your prompt here...", label="Prompt", elem_classes="user-input")
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with gr.Column(scale=1):
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generate_btn = gr.Button("Generate", elem_classes="generate-btn")
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with gr.Row():
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max_length = gr.Slider(minimum=20, maximum=500, value=100, step=1, label="Max Length")
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temperature = gr.Slider(minimum=0.1, maximum=1.0, value=0.7, step=0.1, label="Temperature")
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top_k = gr.Slider(minimum=1, maximum=100, value=50, step=1, label="Top-k")
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output = gr.Markdown(elem_classes="output-box")
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generate_btn.click(
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gradio_generate,
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inputs=[prompt, max_length, temperature, top_k],
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outputs=output
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)
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# 7. Launch the app
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if __name__ == "__main__":
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demo.launch()
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