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Update app.py
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app.py
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import gradio as gr
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import gradio as gr
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from transformers import pipeline
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# Load the Meta-Llama-3.1-8B-Instruct-GGUF model
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model_name = "lmstudio-community/Meta-Llama-3.1-8B-Instruct-GGUF"
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model = pipeline("text-generation", model=model_name, device=-1) # -1 for CPU
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# Define the Gradio interface
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def generate_text(prompt):
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output = model(prompt)[0]["generated_text"]
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return output
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iface = gr.Interface(
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fn=generate_text,
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inputs=gr.Textbox(label="Prompt"),
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outputs=gr.Textbox(label="Generated Text"),
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title="Meta-Llama-3.1-8B-Instruct-GGUF Text Generation",
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description="Enter a prompt to generate text using the Meta-Llama-3.1-8B-Instruct-GGUF model.",
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)
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# Launch the Gradio app
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iface.launch()
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