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OpenAI Calling

To reproduce OpenAI's performance on this task, use the following script:

bash script/openai/run.sh

Parameter Settings

You need to change the parameter settings in script/openai/run.sh:

  • type: Choose from quarter or full.
  • model: Model name.
  • input_file: File path of the dataset.
  • answer_file: Original answer in JSON format from GPT.
  • parsing_file: Post-process the output of GPT in JSONL format to obtain executable code segments.
  • readme_type: Choose from oracle_segment and readme.
    • oracle_segment: The code paragraph in the README that is most relevant to the task.
    • readme: The entire text of the README in the repository where the task is located.
  • engine_name: Choose from gpt-35-turbo-16k and gpt-4-32.
  • n_turn: Number of executable codes GPT returns (5 times in the paper experiment).
  • openai_key: Your OpenAI API key.