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Re:Stable Diffusion launch announcement by daniel-thompson on Wednesday August 10, 2022 @03:00PM (#32416876)
For someone only tangentially familiar with this space, how is this different than e.g. https://github.com/nerdyrodent/VQGAN-CLIP which you can also run at home? Is it the quality of the generated images?
Re:Stable Diffusion launch announcement by stellaathena on Wednesday August 10, 2022 @08:12PM (#32420067)
Stable Diffusion produces substantially higher quality images in most context, but is much more expensive to produce. The genius of VQGAN-CLIP is that it showed that you could take two pre-existing models and combine them to get text-to-image synthesis to work at all. By contrast, models like DALL-E and Stable Diffusion require extremely expensive pretraining.

There's a discussion of this in the VQGAN-CLIP paper, see in particular 6.1 "Efficiency as a Value" https://arxiv.org/abs/2204.08583

Disclaimer: I'm one of the authors of the VQGAN-CLIP paper and was tangentially involved with Stable Diffusion.

Re:Stable Diffusion launch announcement by lxe on Wednesday August 10, 2022 @04:12PM (#32417764)
Stable diffusion generates outputs that are comparable or better than DALLE, and far beyond what VQGAN can generate.
Re:Stable Diffusion launch announcement by andybak on Wednesday August 10, 2022 @07:19PM (#32419693)
I must say that some of my favourite images are ones that I generated in VQGAN. Don't dismiss older/smaller models. Some have a very specific quality that is perfect for some things. (Heck, I'm still fond of Aphantasia and it's weird tiling)
Re:Stable Diffusion launch announcement by lxe on Tuesday August 16, 2022 @06:38PM (#32489924)
I personally prefer Disco Diffusion, but there's no denying stability is beyond anything else when it comes to coherency.
Re:Stable Diffusion launch announcement by barber5 on Wednesday August 10, 2022 @03:13PM (#32417022)
Yes for the end user that will be the main difference. From the curation of the training data to the model itself a number of things have been put together that make the generations substantially more aesthetically pleasing imho