finetuning.py

training_response = openai.File.create(
    file=open(training_file_name, "rb"), purpose="fine-tune"
)
training_file_id = training_response["id"]

validation_response = openai.File.create(
    file=open(validation_file_name, "rb"), purpose="fine-tune"
)
validation_file_id = validation_response["id"]

print("Training file ID:", training_file_id)
print("Validation file ID:", validation_file_id)

response = openai.FineTuningJob.create(
    training_file=training_file_id,
    validation_file=validation_file_id,
    model="gpt-3.5-turbo",
    suffix="franckwole-rep",
)

job_id = response["id"]

print("Job ID:", response["id"])
print("Status:", response["status"])

response = openai.FineTuningJob.retrieve(job_id)
fine_tuned_model_id = response["fine_tuned_model"]

if fine_tuned_model_id is None: 
    raise RuntimeError("Fine-tuned model ID not found. Your job has likely not been completed yet.")

print("Fine-tuned model ID:", fine_tuned_model_id)