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app.py
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import gradio as gr
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# Initialize tokenizer and model
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import transformers
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tokenizer = transformers.GPT2Tokenizer.from_pretrained('gpt2')
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model = GPT2LMHeadModel.from_pretrained('gpt2')
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# Create a function to generate text
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def generate_text(input_text):
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# Encode the input text
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input_ids = tokenizer.encode(input_text, return_tensors='pt')
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# Generate the output text
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output_ids = model.generate(input_ids, max_length=50, do_sample=True, top_k=50, top_p=0.95, num_return_sequences=1)
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# Decode the output text
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output_text = tokenizer.decode(output_ids[0], skip_special_tokens=True)
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return output_text
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# Create the interface
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gr.Interface(fn=generate_text, inputs="text", outputs="text", title="Chat GPT").launch()
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