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fe6db3f
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Parent(s):
6691bba
Added AI model integration
Browse files- app.py +25 -0
- requirements.txt +4 -0
app.py
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import gradio as gr
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from transformers import pipeline
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# Load your AI model
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# Replace 'model_name' with the name of your chosen model from Hugging Face
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model_name = "EleutherAI/gpt-neo-1.3B" # Example: GPT-Neo 1.3B
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generator = pipeline('text-generation', model=model_name)
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# Define a function to generate text
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def generate_text(prompt):
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# Generate text using the model
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output = generator(prompt, max_length=50, num_return_sequences=1)
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return output[0]['generated_text']
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# Create a Gradio interface
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iface = gr.Interface(
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fn=generate_text, # Function to call
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inputs="text", # Input type (text box)
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outputs="text", # Output type (text box)
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title="Text Generation with GPT-Neo", # Title of the interface
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description="Enter a prompt and let the AI generate text for you!"
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)
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# Launch the interface
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iface.launch()
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requirements.txt
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gradio
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openai
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transformers
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torch
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