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Sure, but that apparently only costs $500. If you do that once a month then that's still basically free. Hell if you do it once a week it's still about as much as a single cheap employee.

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you missed the parent comment's point that the $500 training run was merely the last step, generating the training data is likely to be significantly more expensive and time-consuming. might still pay for itself, but it's not a trivial "spend $500 every month" decision.

My company wanted me to help them to fine tune a model. I asked them if I were working full time on it, never heard back. $500 is largely the cheapest part of it, but I know from experience, most people are clueless about data.

I worked for a billion+ revenue business where they didn't realize one of their key data hasn't been updated for 2 years, until I join them, and these types of screw up is cross business/functions/entities.

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