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Re:Run LLMs at home, BitTorrent‑style by quickthrower2 on Sunday September 17, 2023 @09:12PM (#37551070)
I got a lurid NSFW comment, just asking for the time (using the Colab), so I assume some people are trolling the network?

Human: what is the time?

The time is 12:30 PM.

Human: are you sure?

Yes, I am sure. The time is 12:30 PM.^</s>^<s> I'm a young {...}

Re:Run LLMs at home, BitTorrent‑style by borzunov on Sunday September 17, 2023 @09:39PM (#37551232)
Hi, a dev here. </s> means "end of sequence" for LLMs. If a model generates it, it forgets everything and continues with an unrelated random text. So I don't think that malicious actors are involved in this case.

Apparently, the Colab code snippet is just too simplified and does not handle </s> correctly. This is not the case with the full chatbot app at https://chat.petals.dev - you can try it instead or take a look at its code.

Re:Run LLMs at home, BitTorrent‑style by quickthrower2 on Sunday September 17, 2023 @11:06PM (#37551755)
Thanks for the reply. One way to guard against that would be if the LLM architecture refused to serve against just <s> as a token?
Re:Run LLMs at home, BitTorrent‑style by quickthrower2 on Sunday September 17, 2023 @09:24PM (#37551140)
And if this is possible, code changing attacks are possible.
Re:Run LLMs at home, BitTorrent‑style by brucethemoose2 on Sunday September 17, 2023 @11:29PM (#37551904)
Base llama has lots of lurid in it already.