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want to walk you through uh fine tuning of gpt3 on a custom data set I thought this would be kind of a fun thing to do something Ive been wanting to play around with so were kind of just going to go through the instructions here in the process of fine-tuning our gpt3 so the first thing you have to do is their CLI so we can go ahead and do that Ive already got it installed so its probably gonna go pretty quick there um hopefully you dont have any errors otherwise you could probably just Google the answer to those the next thing you need to do is set your API key so this you can get by going up to your account and you have to have an account with them and view API Keys um so if you click here you should get a page like this you can create a new key secret if you dont already have one otherwise you can use your existing key make sure to keep track of those because youll um youll need it but once you have this set up as a variable here you should be all set the next thing we need