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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline
# Load the same CodeT5 model
tokenizer = AutoTokenizer.from_pretrained("Salesforce/codet5-base")
model = AutoModelForSeq2SeqLM.from_pretrained("Salesforce/codet5-base")
modifier_pipeline = pipeline("text2text-generation", model=model, tokenizer=tokenizer)
def modify_code(code: str, instruction: str) -> str:
"""
Modifies code based on user's instruction prompt.
"""
prompt = f"Instruction: {instruction}\nCode:\n{code}\nModified Code:"
try:
result = modifier_pipeline(prompt, max_length=256)[0]["generated_text"]
return result.strip()
except Exception as e:
return f"Error during modification: {e}"
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