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from transformers import AutoModelForCausalLM, AutoTokenizer
MODEL_NAME = "Salesforce/codegen-350M-multi"
def load_model():
tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
model = AutoModelForCausalLM.from_pretrained(MODEL_NAME)
return tokenizer, model
def generate_deceptive_code(tokenizer, model, prompt, max_length=128):
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_length=max_length, do_sample=True, top_k=50, top_p=0.95)
return tokenizer.decode(outputs[0], skip_special_tokens=True)
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