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4f825a8
1
Parent(s): 79369a8
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, AutoModelForCausalLM, AutoTokenizer
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# Load model and tokenizer
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model_name = "gpt2"
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model = AutoModelForCausalLM.from_pretrained(model_name)
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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# Define pipeline for text generation
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generator = pipeline('text-generation', model=model, tokenizer=tokenizer)
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# Define Gradio interface
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def generate_text(prompt):
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result = generator(prompt, max_length=50)[0]
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generated_text = result['generated_text']
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return generated_text
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iface = gr.Interface(fn=generate_text, inputs="text", outputs="text",
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title="Text Generation with Hugging Face and Gradio",
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description="Enter prompt to generate text.")
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# Launch Gradio interface
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iface.launch()
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