jordonpeter01 commited on
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0a2ab02
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1 Parent(s): 2bcc06c

Create app.py

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  1. app.py +24 -0
app.py ADDED
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+ from transformers import GPT2LMHeadModel, GPT2Tokenizer
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+
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+ def aumentar_prompt(script, prompt, model_name='gpt2'):
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+ # Carregar modelo e tokenizer
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+ model = GPT2LMHeadModel.from_pretrained(model_name)
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+ tokenizer = GPT2Tokenizer.from_pretrained(model_name)
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+
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+ # Tokenizar o script e prompt
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+ input_ids = tokenizer.encode(script + "\n" + prompt, return_tensors="pt")
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+
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+ # Gerar texto estendido
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+ output = model.generate(input_ids, max_length=150, num_beams=5, no_repeat_ngram_size=2, top_k=50, top_p=0.95, temperature=0.7)
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+
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+ # Decodificar o texto gerado
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+ extended_prompt = tokenizer.decode(output[0], skip_special_tokens=True)
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+
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+ return extended_prompt
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+
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+ # Exemplo de uso
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+ script = "Em um mundo distante, onde"
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+ prompt = "um herói corajoso"
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+ extended_prompt = aumentar_prompt(script, prompt)
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+
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+ print(extended_prompt)