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jungsin2
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5e3df95
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41755bb
Add GPT-2 text generation application
Browse files- app.py +16 -0
- requirements.txt +3 -0
app.py
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import gradio as gr
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from transformers import AutoModelForCausalLM, AutoTokenizer
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model_name = "gpt2"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(model_name)
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def generate_text(prompt):
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inputs = tokenizer(prompt, return_tensors="pt")
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outputs = model.generate(inputs.input_ids, max_length=50)
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return tokenizer.decode(outputs[0], skip_special_tokens=True)
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demo = gr.Interface(fn=generate_text, inputs="text", outputs="text")
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demo.launch()
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requirements.txt
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transformers
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torch
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gr
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