acecalisto3's picture
Create utils.py
877de4c verified
raw
history blame
488 Bytes
import torch
def generate_code(model, tokenizer, idea):
input_text = f"""
# Idea: {idea}
# Code:
"""
input_ids = tokenizer.encode(input_text, return_tensors="pt")
output_sequences = model.generate(
input_ids=input_ids,
max_length=1024,
num_return_sequences=1,
no_repeat_ngram_size=2,
early_stopping=True,
)
generated_code = tokenizer.decode(output_sequences[0], skip_special_tokens=True)
return generated_code