ndg04041 commited on
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d2cb62a
1 Parent(s): 9af3309

Update app.py

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  1. app.py +15 -1
app.py CHANGED
@@ -1 +1,15 @@
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- pip install -r requirements.txt
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ import gradio as gr
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+ from transformers import GPT2LMHeadModel, GPT2Tokenizer
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+
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+ # Load pre-trained model
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+ tokenizer = GPT2Tokenizer.from_pretrained("gpt2")
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+ model = GPT2LMHeadModel.from_pretrained("gpt2")
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+
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+ def generate_text(prompt):
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+ inputs = tokenizer.encode(prompt, return_tensors="pt")
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+ outputs = model.generate(inputs, max_length=150, num_return_sequences=1, temperature=0.7)
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+ generated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+ return generated_text
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+
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+ iface = gr.Interface(fn=generate_text, inputs="text", outputs="text")
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+ iface.launch()