LucasBrito06 commited on
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47df6e1
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1 Parent(s): b70023e

Create app.py

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  1. app.py +24 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import DistilGPT2Tokenizer, DistilGPT2LMHeadModel
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+
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+ # Load model and tokenizer
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+ tokenizer = DistilGPT2Tokenizer.from_pretrained("distilgpt2")
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+ model = DistilGPT2LMHeadModel.from_pretrained("distilgpt2")
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+
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+ def generate_response(prompt):
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+ inputs = tokenizer.encode(prompt, return_tensors="pt")
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+ outputs = model.generate(inputs, max_length=50, num_return_sequences=1)
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+ response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+ return response
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+
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+ # Define Gradio interface
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+ iface = 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="DistilGPT-2 Chatbot",
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+ description="A chatbot powered by DistilGPT-2."
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+ )
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+
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+ if __name__ == "__main__":
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+ iface.launch()