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RadioFreeAmerika OP t1_jdr46f0 wrote

Reply to comment by throwawaydthrowawayd in Why is maths so hard for LLMs? by RadioFreeAmerika

Very insightful! Seems like even without groundbreaking stuff, more efficient hardware will likely make the solutions you mentioned more feasible in the future.

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turnip_burrito t1_jdsoxo1 wrote

Yeah, we're really waiting for electricity costs to fall if we want to implement things like this in reality.

Right now the roughly current rate of $0.10/(1000tokens)/minute/LLM will, per hour, cost us $6 per hour to run a single LLM. If you have some ensemble of LLMs checking each other's work and working in parallel, say 10 LLMs, that's $60/hr, or $1440/day. Yikes, I can't afford that. And that will maybe have performance and problem solving somewhere between a single LLM and one human.

Once the cost falls by a factor of 100, that's $14.40/day. Expensive, but much more reasonable.

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RadioFreeAmerika OP t1_jdufzz4 wrote

But even with $60/h, this might already be profitable if you replace a job that has a higher hourly wage. Lawyers, e.g. At 14.4/h, you beat minimum wage. For toying around, yeah, that's a bit expensive.

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turnip_burrito t1_jduhcoa wrote

Yeah for an individual it's no joke .

For a business it may be worth it, depending on the job.

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