GPT-3.5 Turbo fine-tuning and API updates
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Re: GPT-3.5 Turbo fine-tuning and API updates
#2ELI5 what this means and impact?
Re: GPT-3.5 Turbo fine-tuning and API updates
#3"fine-tuning training data is passed through our Moderation API and a GPT-4 powered moderation system", that sounds expensive, I imagine they would use GPT-4 only when the "safety" is ambiguous, training a model is less expensive than running GPT-4 inference by looking at the API price.
Re: GPT-3.5 Turbo fine-tuning and API updates
#4Generating from a finetuned GPT 3.5 Turbo is 8x the cost of generating from the base model, so you really have to be in the “reduce prompt size by 90%” bucket they mention to get cost effectiveness out of it.
Re: GPT-3.5 Turbo fine-tuning and API updates
#5gotta wait til fall for general availability of fine tuning? looks like there's a legacy version too?
openai is streets ahead
Re: GPT-3.5 Turbo fine-tuning and API updates
#6https://platform.openai.com/docs/guides/fine-tuning for details on how.
Re: GPT-3.5 Turbo fine-tuning and API updates
#7Generating from a finetuned GPT 3.5 Turbo is 8x the cost of generating from the base model, so you really have to be in the “reduce prompt size by 90%” bucket they mention to get cost effectiveness out of it.
i didn't catch that but getting consistency is probably worth it in most cases. depends on your budget
Re: GPT-3.5 Turbo fine-tuning and API updates
#8Generating from a finetuned GPT 3.5 Turbo is 8x the cost of generating from the base model, so you really have to be in the “reduce prompt size by 90%” bucket they mention to get cost effectiveness out of it.
I wonder why is much more expensive.
Re: GPT-3.5 Turbo fine-tuning and API updates
#9Quite exciting, this is the first time their "Chat" model is available for finetuning.
Has anyone successfully bypassed the current Ai detectors using fine-tuned models? I know it's possible, I'm just trying to conceptualize how the dataset would be organized...
Re: GPT-3.5 Turbo fine-tuning and API updates
#10What about data privacy? Anyone know if OpenAI can use your fine tuning data?