I were 17, I'd learn how to build LLMs from scratch
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Re: I were 17, I'd learn how to build LLMs from scratch
#2Re: I were 17, I'd learn how to build LLMs from scratch
#3Re: I were 17, I'd learn how to build LLMs from scratch
#4(Edit: And learn how honest business works)
Re: I were 17, I'd learn how to build LLMs from scratch
#5Re: I were 17, I'd learn how to build LLMs from scratch
#6Re: I were 17, I'd learn how to build LLMs from scratch
#7He bases this decision on all of the experience he has amassed, as a 61 year old man in the tech industry. An actual 17 year old, with 17 years of experience, would not think like this, nor should they.
>Whoa. I’m 19 and I trained a 100M language model from scratch. Did a v2 now with a new SFT experiment to see if I can get better results on same size.
Re: I were 17, I'd learn how to build LLMs from scratch
#8I'd learn a trade in all seriousness. (Edit: And learn how honest business works)
Re: I were 17, I'd learn how to build LLMs from scratch
#9I mean first that is already what plenty of 17yo are actually doing, because that is what they do at school or in parascholar activities. There are already countless of such tutorials where you can do that in an afternoon.
The pointless part though is precisely why Amazon and others are hunting for rare books, all the low hanging fruits have been picked already so just training a bigger model will simply mean burning more energy and money. Sure training a small one for the basic principle is a great pedagogical thing, training another one, medium, then maybe a large one, is also good in term of learning the process and architecture, but one should not expect it to be useful out of that context.
Pure players are precisely doing everything they can to corner the market by making their own scale unreachable by others. Smaller players with access to lesser infrastructure are thus betting on different market, e.g. embedded systems.
17yos should definitely build their (L)LMs from scratch and whatever bigger model they can train for free, or for cheap, but they should not expect that to bring them any riches.
Re: I were 17, I'd learn how to build LLMs from scratch
#10I'd learn a trade in all seriousness. (Edit: And learn how honest business works)
I think the last one was seeing a skilled electronics repairman do surgery on a CT machine controller.