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Running Stable Diffusion XL 1.0 in 298MB of RAM

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Re: Running Stable Diffusion XL 1.0 in 298MB of RAM

#61
Impressive!

Verily, the era is nigh wherein even lamps and toasters shall brim with surpassing sagacity.

After exposure to this field for many years, the last decade was stunning.

I say “was”, because the speedup in the last 6-18 months has been another thing altogether.

I am not concerned with what we will be able to two years hence, but with how much faster progress will be. And then again, and again.

Re: Running Stable Diffusion XL 1.0 in 298MB of RAM

#63
post #19
post #9

So this should be it for trying to regulate stable diffusion type tech, right? If these models and their inference infra can be shrunk down to be runnable on a PS2, it doesn't seem like it's possible to stop this tech without a totalitarian surveillance state (and barely even then!).

So this should be it for trying to regulate theft, right? If you can open a window without any tool other than your own body. It doesn't seem like it's possible to stop thefts without a totalitarian surveillance state (and barely event then!). Or same can be said about media "piracy". Or ransomwares. States have forever regulated things that are not possible to enforce purely technically.

Theft has a clearance rate of only 15%. Sounds like we already stopped trying to regulate most theft, in practice.

Re: Running Stable Diffusion XL 1.0 in 298MB of RAM

#64
post #50
post #24

Earlier quoted context omitted.

But theft is quite a different thing, is it not? It's a physical act that someone can be caught engaging in - be it by another person, a guard or a security camera. Sure, the "barrier for entry" to commit it is low, but retailers et al. are doing as much as they can to raise it. Piracy most often isn't treated as a criminal matter, but a civil one - few countries punish piracy severely, but companies are allowed to s…

> few countries punish piracy severely, but companies are allowed to sue the pirate. UNCLOS, Part VII, Section 1, Article 100 https://www.un.org/depts/los/convention_agreements/texts/unc... >> Duty to cooperate in the repression of piracy >> All States shall cooperate to the fullest possible extent in the repression of piracy on the high seas or in any other place outside the jurisdiction of any State. We could have…

..What? Digital piracy has absolutely no logical or legal connections to naval piracy, except for sharing the same name.

No sane person could ever implement anything like this. This is like saying that we could "just" add the word "digital" to the laws prohibiting murder to make playing GTA illegal.

Re: Running Stable Diffusion XL 1.0 in 298MB of RAM

#65
post #47
post #9

So this should be it for trying to regulate stable diffusion type tech, right? If these models and their inference infra can be shrunk down to be runnable on a PS2, it doesn't seem like it's possible to stop this tech without a totalitarian surveillance state (and barely even then!).

The war on general computing has been ongoing but not made enough inroads to stop people from owning general computing devices (yet)

That is virtually impossible because Turing-complete systems are everywhere

Re: Running Stable Diffusion XL 1.0 in 298MB of RAM

#66
post #47
post #9

So this should be it for trying to regulate stable diffusion type tech, right? If these models and their inference infra can be shrunk down to be runnable on a PS2, it doesn't seem like it's possible to stop this tech without a totalitarian surveillance state (and barely even then!).

The war on general computing has been ongoing but not made enough inroads to stop people from owning general computing devices (yet)

This is more than a little melodramatic.

https://frame.work/ and the https://mntre.com/ MNT Reform: Exist

Re: Running Stable Diffusion XL 1.0 in 298MB of RAM

#67
post #55
post #47

Earlier quoted context omitted.

The war on general computing has been ongoing but not made enough inroads to stop people from owning general computing devices (yet)

Indeed, the death knell could be tolling not for regulation of ai but for general purposes computers. In AI we have four horsemen: copyright infringement, illegal pornography, fake news generation, and democratization of capabilities that large companies would rather monetize.

Given the proliferation of illegal downloads (I can get a bad cam rip of the Barbie movie on release weekend just fine, plus a VPN would protect me from DCMA takedowns), and illegal pornography (just ask a torrent tracker for the fappening), and the proliferation of fake news (esp on eg, Facebook) despite a lack of it needing to be ML model generated, and companies and OSS in the space doing the democratizing and releasing complete model weights, and not just lone individuals trying to do the work in isolation, (aka stability.ai), are they really four horsemen, or four kids on miniature ponys?

Re: Running Stable Diffusion XL 1.0 in 298MB of RAM

#69

[flagged]

Are those 2048 x 2048 images still sensible? SD 1.5 is best used at 512x512 and may produce sensible images upto 768. It generates monstrosities above that. Similarly SD XL is good upto 1024.

These are limitations of a single text-to-image gen, which is the least interesting way to use those models. When guided by a previous low-res generation, it won't fall apart at arbitrary resolutions, that's how all diffusion upscalers work. Just don't expect being able to fit every detail in one pass, use multiple ones (that's how detailers work).

Re: Running Stable Diffusion XL 1.0 in 298MB of RAM

#70
post #65
post #47

Earlier quoted context omitted.

The war on general computing has been ongoing but not made enough inroads to stop people from owning general computing devices (yet)

That is virtually impossible because Turing-complete systems are everywhere

Can you explain that context a little bit of Turing complete?
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