An error occurred while creating the fine-tuning job: 'FineTuning' object has no attribute 'create'

API
1

I am attempting to train a custom model on a dataset. I can upload the file successfully, giving me a file ID. However, on the very next line in the command prompt I am met with this error: An error occurred while creating the fine-tuning job: ‘FineTuning’ object has no attribute ‘create’.

This is the part of the code I believe is relevant:

def create_fine_tuning_job(file_id, model="davinci"):
    try:
        fine_tune_response = client.fine_tuning.create(training_file=file_id,
        model=model)
        fine_tune_id = fine_tune_response.id
        print(f"Fine-tuning job ID: {fine_tune_id}")
        return fine_tune_id
    except Exception as e:
        print(f"An error occurred while creating the fine-tuning job: {e}")
        return None

This is the entirety of my file:

from openai import OpenAI

client = OpenAI(api_key='my-api-key')



def upload_file(file_path):
    try:
        with open(file_path, "rb") as file:
            file_response = client.files.create(file=file,
            purpose="fine-tune")
            file_id = file_response.id
            print(f"Uploaded file ID: {file_id}")
            return file_id
    except Exception as e:
        print(f"An error occurred while uploading the file: {e}")
        return None


def create_fine_tuning_job(file_id, model="davinci"):
    try:
        fine_tune_response = client.fine_tuning.create(training_file=file_id,
        model=model)
        fine_tune_id = fine_tune_response.id
        print(f"Fine-tuning job ID: {fine_tune_id}")
        return fine_tune_id
    except Exception as e:
        print(f"An error occurred while creating the fine-tuning job: {e}")
        return None


def monitor_fine_tuning(fine_tune_id):
    try:
        status = client.fine_tuning.retrieve(id=fine_tune_id)
        print(f"Fine-tuning job status: {status.status}")
        return status
    except Exception as e:
        print(f"An error occurred while monitoring the job: {e}")
        return None


def get_fine_tuned_model_id(fine_tune_id):
    try:
        result = client.fine_tuning.retrieve(id=fine_tune_id)
        fine_tuned_model_id = result.fine_tuned_model
        print(f"Fine-tuned model ID: {fine_tuned_model_id}")
        return fine_tuned_model_id
    except Exception as e:
        print(f"An error occurred while retrieving the model ID: {e}")
        return None

if __name__ == "__main__":

    file_path = "dataset.jsonl"  
    file_id = upload_file(file_path)
    if file_id:
        fine_tune_id = create_fine_tuning_job(file_id)
        if fine_tune_id:
            monitor_fine_tuning(fine_tune_id)
            get_fine_tuned_model_id(fine_tune_id)

Any help is greatly appreciated.

2

You should change

client.fine_tuning.create

to the following:

client.fine_tuning.jobs.create

Then it should hopefully work.

P.S.: This also applies to the other line:

client.fine_tuning.jobs.retrieve
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