Best approach for JSON generation

[ruby_coder]

@hermeticJay

Thinking this might be better suited for Codex but unaware of how to fine-tune that model.

This is easy to do with the davinci base model. You cannot fine-tune any codex models at this time.

@hermeticJay

Curious as to what would be some best practices for this use case.

I releases a tutorial / lab experiment on how to fine-tune a single-line JSONL training file using the n_epochs parameter yesterday. You might find the results useful.

Fine-Tuning In a Nutshell with a Single Line JSONL File and n_epochs

Those who frequent this community easily notice that developers struggle to get good fine-tunings results. In this multi-part tutorial, I’m going to use the davinci base model and fine-tune it multiple times with the same single-line prompt using different values for n_epochs. I will take a completion with each of these models, and demonstrate that if you set your n_epochs value high enough, you can get excellent results fine-tuning with a single-line prompt! Before we get started, I would …

Hope this helps.