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applfanboysbgontoday at 12:39 PM4 repliesview on HN

Unless I'm misunderstanding, this is counting the entire laptop in the cost of generating tokens. The calculation seems to omit that, in addition to receiving LLM output, you have also received a laptop in exchange for your money. If you intend to put this machine in a dark corner and run it solely as a token-munching server, a laptop would be an exceptionally poor choice of technology for this purpose. But if you intend to use the laptop as a laptop, having a laptop is a pretty big benefit over not having a laptop.

You also get the benefit of privacy, freedom from censorship, and control over the model used (i.e. it will not be rugpulled on you in three months after you've built a workflow around a specific model's idiosyncrasies).


Replies

andaitoday at 12:47 PM

Yeah, a better metric might be, the difference in cost between the laptop you need to run local models, and the laptop you would have bought anyway.

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xienzetoday at 3:26 PM

> in addition to receiving LLM output, you have also received a laptop in exchange for your money

And, since it's a Mac, whenever you're ready to upgrade it'll still have a fairly decent resale value.

dist-epochtoday at 1:03 PM

> control over the model used

but you lose access to the most capable models, you can run only the small ones