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Create app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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# Initialize the text generation pipeline with the LLaMA model
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pipe = pipeline("text-generation", model="mlabonne/Hermes-3-Llama-3.1-8B-lorablated")
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# Define the function that generates a response
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def generate_response(prompt):
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# Generate text using the pipeline
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responses = pipe(prompt, max_length=100, num_return_sequences=1)
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# Extract and return the text from the generated responses
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return responses[0]['generated_text']
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# Create the Gradio interface
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interface = gr.Interface(
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fn=generate_response,
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inputs="text",
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outputs="text",
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title="LLaMA Chatbot",
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description="A simple chatbot using LLaMA for text generation. Enter a prompt and get a response."
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)
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# Launch the Gradio app
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interface.launch()
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