dg
1
There are examples of fine-tuning in the documentation at OpenAI Platform.
What does the JSON format look like for questions where there are multiple equally valid answers?
Then, for the same question
- are the possible answers simply listed in a separate record or
- are the answers concatenated or
- is there a special format for this?
Hi,
No special format, you can list the same question with multiple answers i.e. Q:what is the sun A: the sun is a star Q:what is the sun A:the sun is a hot ball of plasma. or you could try giving multiple “assistant” roll replies to one query… not sure how that would work performance wise, but I do not think that would be syntactically incorrect.
2 Likes
_j
3
Those won’t have an equal chance after they are in the model, though, they will be affected by the context.
“My friend was telling me that the sun wasn’t a star, because stars only come out at night. What is the sun?”
“In relation to the four states of matter: what is the sun?”
The fine-tuning file can even have multiples of the same question if you particularly want to train on that behavior, for example to overcome the built-in training of gpt-3.5-turbo to deny and disclaim.
2 Likes