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Couldn't you create synthetic data based on your entries using local models? Or would that defeat the purpose of fine tuning it?


Yeah, I suppose, but how do I get sufficiently high quality synthetic data without sending the original data to OpenAI/Anthropic, or by using local models when none of them seem strong enough to be able to generate that "sufficiently high quality synthetic data" in the first place?


you could do something like rent GPU time yourself, and use it to run a higher-quality local model (e.g. one of the Chinese "close to frontier" ones). Not guaranteed to preserve privacy of course, but it at least avoids directly sending the data to OpenAI/Anthropic.


I couldn't, as this is essentially handing over the most private I have, to 3rd parties. Don't really care about what country they're based in, it's not a possibility.


One of the main benefits other than this is that you can more reliably find higher quality hand made crafts over the main alternative of etsy. Searching up "Handmade leather bound books" pulls up more 'trustworthy' results compared to having to scope out constant dropshipping scams.


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