'OpenAI/Codex: Can I create a fine-tuned model for Codex?

I'd like to translate user requests into tickets in some sort of structured data format, e.g. JSON. For example:

  • User: I want to order two chairs and a desk with three drawers on the left side.
  • Output:
{
    "type": "furniture",
    "items": [
        { "type": "desk", "qty": 1, "included_items": [{ "type": "drawer", "qty": 3, "position": "left" }] },
        { "type": "chair", "qty": 2 }
    ]
}

It looks like GPT3 itself is not very-well suited for this task, because output is not in the form of natural language, however Codex might be? But I can't find in OpenAI docs how I can (if it's possible at all?) to create a custome/fine-tuned model for Codex?

openai


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