"""Module to finetune a model in AnyScale."""

import argparse
import os

import openai

if __name__ == '__main__':

    parser = argparse.ArgumentParser()
    parser.add_argument("file_id", help="Specify the AnyScale file ID")
    args = parser.parse_args()

    api_key = os.environ.get('ANYSCALE_API_KEY')

    client = openai.OpenAI(
      base_url="https://api.endpoints.anyscale.com/v1",
      api_key=api_key
    )

    job = client.fine_tuning.jobs.create(
        model="meta-llama/Llama-2-7b-chat-hf",
        training_file=args.file_id,
    )

    print(job)