Fine-Tuning Front-End Software?

Has anyone created front-end software to enter fine-tuning data and upload it to the API?

Perhaps using Google Sheets to enter the data and then transfer it from there to the API?

Before I embark on such a project I am wondering if I would be re-inventing the wheel.

There are a few tools that help you create JSONL files scattered around the web. But you need to check if you need to use fine-tuning or embedding first.

If you can’t be bothered breaking down documents to do fine-tuning, have a look at

It costs less than fine-tuning and gives reliable results. You can normally have answers within 10 minutes or so. However, it will depend on your use case. (Eg it is not a chatbot). Send me a private message if you want to discuss anything.

1 Like