rish13 commited on
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Create app.py

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  1. app.py +20 -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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+ # Load the model
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+ model = pipeline("text-generation", model="rish13/polymers_llm")
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+
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+ def generate_text(prompt):
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+ return model(prompt, max_length=50, num_return_sequences=1)[0]['generated_text']
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+
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+ # Define the Gradio interface
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+ interface = gr.Interface(
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+ fn=generate_text,
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+ inputs=gr.Textbox(lines=2, placeholder="Enter your text here..."),
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+ outputs="text",
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+ title="Text Generation Model",
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+ description="A text generation model using Hugging Face Transformers."
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+ )
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+
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+ # Launch the interface
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+ interface.launch()