Documentation for create_fine_tuning_task

Functionality

Simulates creation of a new fine-tuning task. This function first retrieves the iteration details using the provided embedding_model_id. It then verifies plugin support and checks for an existing task using the idempotency_key. If no task is found, it creates a new one and dispatches it to the fine-tuning worker.

Parameters

• body: A FineTuningTaskRunRequest object containing necessary fields such as embedding_model_id and optionally an idempotency_key.

Usage

• Purpose: Initiate a fine-tuning process after validating the model iteration and plugin compatibility.

Example

Request:

body = FineTuningTaskRunRequest(
    embedding_model_id="model123",
    idempotency_key="unique_key_abc"
)
task = create_fine_tuning_task(body)