Fine tuning easily

Hi. Has anyone coded a simple way to upload documents to fine tune GPT3? I suppose, what I’m asking is, is there a simple way to fine tune GPT3 for people with zero coding skills?

There’s this info

but I suppose what I want is an API where I can upload documents and all the steps outlined therein are taken care of.

Is anyone reading this prepared to code this or know of it already existing?

Thx in advance :grinning:

Your best bet would be to just use somebody’s code. It shouldnt be too hard to figure out how to use it, even with 0 experience.

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Dave Shapiro regularly posts on these forums and has a few videos on the topic.

Perhaps one of his tutorials will help.


Thx for all your help :green_heart:

once you figure it out, its very easy. figuring it out is the problem.

see here:

simple spreadhseet for fine tuning rules. everyone makes this stuff way too complicated.

extract the last column into a text file and name it fine-tuning-to-upload.jsonl

then from ubuntu linux command line:

openai tools fine_tunes.prepare_data -f fine-tuning-to-upload.jsonl

openai api fine_tunes.create --model “ada” --suffix “ada-new-rules” -t “fine-tuning-to-upload.jsonl”

it will return somehting like this when done:


then do use this model to do your completions:

super simple. but finding this out is painful.


Hi, in my AI Content Labs platform, we have the option to fine tune without code. You can see the documentation of the process in this link.