#🆕|sd3

1 messages · Page 5 of 1

dull star
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Tekken 3 Loading screen with two fighters displayed. The image of the fighters are inside square frames. Between them there is a big "VS" text in metal and a massive lightning strike separating them. The fighter on the top left is Shrek with a confident face, and the fighter on the bottom right is Joe Biden with a scared face. Dark red background.
(OMOST)

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neither are perfect, but SD3 got it better

low stone
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Massive bionic squirrel with intricate machinery integrated into its body, towering over a crowd of spectators, amidst a backdrop of tangled wires and digital screens, in a stark, cool-toned light

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unrefined.. did well with that one.

dull star
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which model?

low stone
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that's 0most from their page.

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it doesn't say anywhere on their documentation page what diffusion model it's using on the backend.

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obviously better than sd 1.5

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i'm just wondering if it's somthing i can swap out

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and after looking at it, it's really just super special regional prompting. which probably means it's not going to have any transformation or special concept ability over sdxl

noble coyote
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diffusion.pytorch.model

low stone
noble coyote
dull star
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well if the original resolution is this (without highresfix) then SDXL of course

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yup SDXL

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@low stone

cunning lintel
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sdxl_name = 'SG161222/RealVisXL_V4.0' so ehm, that one?

low stone
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ah ok

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glad I just asked this one in the discussion then.

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ok that's promising.

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when comfy node? 🙂

cunning lintel
tropic aspen
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So what's the difference between this and RPGDiffusion?

dull star
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uhh

tropic aspen
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Or that other project that did the same thing

dull star
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yeah its similar

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um

low stone
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yeah I took rpgdiffusion's instruction and was using it against Claude3 for my own regional prompting work. Amazing stuff, but regional prompting ultimately isn't going to cut it compared to true new LLM trained models.

cunning lintel
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it's nice idea that repo, and i don't want to complain too much, but such a weird choice to output python code, why not json or xml, so any runtime can deal with it. AI ecosystem could use more old fashioned developers

low stone
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it's way better than nothing, but the better concepts of multi-subject need a new model.

dull star
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SD3 with regional prompting like this would be the best

low stone
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I had a bunch of automation that would do a lot of the rpgdiffusion stuff, and I'd say that it would output amazing stuff about 30% of the time. real stunners. the rest of the time it was disjointed concept trying to merge into each other and failing.

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because it's really just attention, whereas dall-e and sd3 and hunyuan actually understand multi-subject.

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sdxl will try to make sense of what you are trying to do with regional prompting, but because it doesn't have the higher understanding of these new models, it often fails at the more complicated stuff.

hallow lion
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Dagng the messunic era has dawned

proven pecan
low stone
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hunyuan / ella / 0most.

cunning lintel
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Those are 3 different prompts 😬

low stone
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will smith with god powers with hundreds of children riding on top of will smith. God rays, laser beams, smoke, glowing yellow eyes. Perched on a mountain of spaghetti.

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sometimes will is on a motorcycle, sometimes not. i think hunyuan is just interpreting "riding" for on a motorcycle

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there's a lot of variation in what I get from those 2 as i go through the seeds.

noble coyote
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I get to the GRadio interface but nothing happens!

low stone
noble coyote
low stone
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next seed from hunyuan

noble coyote
cunning lintel
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poor diffusion models dealing with such prompts :p

severe phoenix
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when sd3 comes out where would you rather want to find out? here, reddit or twitter?

low stone
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twitter.

dull star
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reddit or here

low stone
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reddit will just be "sd 1.5 just as gewd"

dull star
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here because we get a ping

low stone
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I saw lykon literally defending against the "sd 1.5 and sd 2.1 just as gewd" posts the other day on twitter.

dull star
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no you see festivalman, portraits of big boob women is just as good

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we don't need sd3 fr fr

low stone
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hah yep. although this just reminded me to set my notifications to "all messages" on the announcements channel here.

noble coyote
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RTX 2070 cannot deal with bitsandbytes 😦

dull star
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bruh what

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that sucks :(

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what can't it do that bitsandbytes requires

noble coyote
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Omost says use the Huggingface Space instead

low stone
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my conda ain't want none when you ain't got vram son

low stone
noble coyote
dull star
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aw

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it sucks seeing all the 20xx series people being left behind

noble coyote
noble coyote
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So Xmas 2024/Jan 2025 I 'might' invest in a "5090"

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My 2018 RTX 2070 will suffice

neon wagon
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the reason nearly no body uses the artisan bot is it uses the sd3 2B api............. all images look like crap i get flashbacks to sd 2.1

dull star
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can you show some images?

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oh its in the channels

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they are public

cunning lintel
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Isn't it the same model as API, supposedly the big one 😕

dull star
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honestly looks similar to the API

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can't confirm of course though

severe phoenix
# low stone reddit will just be "sd 1.5 just as gewd"

loool but honestly lykons sd3 post look like 1.5 checkpoints, i dont like that aesthetic and i'm worried sd3 will just look as bland as that. However, the images on here give me lotts of high hopes that the finerunes will look nothing like that. mayb its just a prompting and taste thing which is fine by me.

dull star
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yeah I hope the images generated will have variety

velvet ruin
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The concept creation still feels really great. With finetunes, we'll get plenty of variety

sterile pendant
dull star
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ahhh

sterile pendant
noble coyote
sterile pendant
verbal epoch
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SD3 next week? 🤔

dull star
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nono, 2 weeks

calm kayak
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for real?

dull star
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its just an injoke

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we don't know

tranquil grove
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画一幅杭州西湖的油画

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Draw an oil painting of the West Lake in Hangzhou

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So Xmas 2024/Jan 2025 I 'might' invest in a "5090"

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Keeping up with AI needs deep pockets!!! 😄

tranquil grove
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ideogram+sdxl

cunning lintel
silver sluice
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hey guys I was trying to join this waitlist:

You can sign up to join the waitlist here.
http://stability.ai/stablediffusion3
But the link gives me a 404, is the waitlist closed or is there another way to join?

low stone
silver sluice
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ok thanks i appreciate the truth over getting my hopes up for nothing lol

low stone
silver sluice
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do you know if the API is restricted/limited like does it throw errors if i try generating questionable content like 'gore'

low stone
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It'll generate anything, but it'll blur if there's more than a small amount of skin etc. so generate away.

silver sluice
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it'll blur? interesting I think i'll pass then. so when it's released is it just going to be a safetensors file that'll work with the existing comfyui workflows?

low stone
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That's my understanding. You can play around with pixart or Ella or hunyuan projects while you wait. With refining sdxl stages in comfy, they offer similar abilities as sd3

silver sluice
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thanks for the lead ill look into it

dull star
low stone
dull star
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I wonder if now it'll make it faster

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since the 16 channel vae is an improvement, upscaling from 512px to 1024px might look as good as SDXL highresfix images (1024px to like 1.5x or 2x)

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this has to be with highresfix cause this looks immaculate

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you zoom in and it still looks right

low stone
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I've been upscaling Ella and pixart 512 res with sdxl. The benefit of sd3 at 512 is I can upscale with the same engine, so I don't have to lose multi subject so it should be great like you're pointing out.

dull star
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yesss

low stone
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Can't wait to upscale Ella with sd3. 🙂

dull star
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I want to upscale with SD3 itself, not with sdxl or other models

low stone
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Yeah exactly. Sdxl goes in the trash eventually.

silver sluice
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can you gives me give me a point of reference, how many billion parameters are in t he usually 6.5GB safetensor files I usually play with?

low stone
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I think sdxl is 3.5b according to people mentioning it on the internet

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But it can't handle multisubject and text like sd3 can. So that goes a long way

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And the better vae in sd3

silver sluice
dull star
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it's SD1.5 and instead of CLIP for conditioning, it uses T5

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ELLA

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I think pixart is the best so far

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for offline

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haven't tried hunyuan but not even going to plan trying it

hallow lion
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sigma is slow

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very slow

dull star
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yes

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I expect similar speeds with 2B

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ok wait its 512px, so no

low stone
dull star
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pixart also has 512px, but I think 1024px is the only one that looks decent

low stone
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I use all 3 of these engines via comfy nodes

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Made with pixart 512

dull star
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huh

low stone
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Yeah, and the render time is super fast. Upscaled through sdxl of course.

dull star
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oh with sdxl 512px is probably good

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I just want raw results

hallow lion
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cool story cascad eis faster than 1024 sigma and makes just as good results

dull star
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can it make just as complex images?

low stone
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Yeah I just use all these things to give me composition and then sdxl does the rest

hallow lion
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me too lol

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probably ill sdxl refine even sd3 stuff for a while

dull star
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makes sense

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it may look bad on launch

hallow lion
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yep

dull star
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idk what lykon is using but I cannot believe that "he is just simply using 2B" 🤗

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I wonder if he's just finetuning it in the background lol

hallow lion
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so i see there is evena sigma 256

low stone
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Seems complex enough. 🙂 I have automation does them all though for whatever prompt I want. Usually one of them has something good.

hallow lion
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what about the T5 & SDXL-VAE sigma? 4.5B parameters

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do i need a nasa computer for that baby?

low stone
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The extra models city96 guy on GitHub has smaller versions of t5 that work great for hunyuan and sigma. I don't use the biggest versions and so far no issues with prompt following

silver sluice
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Is sd3 at 2B better than sdxl at 3.5b?

dull star
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yes

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it seems to me

dull star
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Pixart Sigma 1024px

low stone
dull star
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yes its weird

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for the complex prompts I'm after, cascade is not enough

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but its still a good model though

low stone
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Can't really do any of that stuff. Sd3 will beat them all at this complicated stuff.

dull star
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the bottom left one is nice

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its so stylized

silver sluice
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So @low stone what makes sd3 so great is that it has the sdxl magic sauce plus all this Ella Pixar hunyun tech built into it? Also how big do we expect the 2B model to as far as file size?

dull star
cunning lintel
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if it's pixart showcase day, here some more

low stone
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Awesome stuff

silver sluice
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So pixart is tech that’s available right now for public use right? Those images look great

cunning lintel
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pixart is a bit weird, some things it does amazingly well, others totally not, i think it just "knows" less. But yes, available now

dull star
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0.6B maybe? I wonder if that has to do with the lack of knowledge

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idk how much it matters

low stone
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Sd3 will be better but it's fun to play with for now

dull star
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there's still a little prompt blending sadly

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but its the best offline in my testing

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T5 at 4Bit and T5 at 8bit

silver sluice
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For Comfy UI I just like to use a basic workflow like load checkpoint, clip text encode, ksampler, vae, save image

For sd3 will I be able to keep that workflow? In other words is sd3 going to be compatible with the Load Checkpoint node?

dull star
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think so

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but the "clip text encode" will be different for sure

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at least like

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same clip models as SDXL, but we'll need an additional T5 model

silver sluice
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Oh interesting thanks for the insight so some nodes have to change

dull star
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if you don't use T5, technically nothing might change

silver sluice
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I don’t use t5 currently, I know it’s a type of transformer but I haven’t used it at all. So will SD3 be compatible with LORAs from any line of models? Like sdxl Loras will still work?

dull star
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no they wont

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SDXL Textual Embeddings might work

silver sluice
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Awwww all my sweet sweet Lora’s 😢

dull star
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but since we'll get 2B probably, its probably gonna be just as easy to train Loras

silver sluice
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I’ve never trained one I just like using premade ones. So current workflow won’t be compatible with sd3, as well as loras and even embeds maybe do they old VAEs still work with sd3?

dull star
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no, SD3 has a new 16 channel VAE

silver sluice
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Like if I have an sdxl anime vae is it worth using it anymore or better off sticking to baked in vaes?

dull star
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yeah builtin is gonna be good

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16 channel instead of 4 channels for SDXL and SD1.5

silver sluice
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Sounds fancy, how many Channels is sdxl?

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Oh you answered before I could ask lol

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So basically sd3 breaks everything again and all the community work to develop the sdxl line of models is gonna be trashed once sd3 is released got it lol

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Oh another question, apart from the 2B model what other models do they plan to release and will higher parameter models work with an 8gb video card?

dreamy sundial
hallow raptor
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Anyone having issues with image-to-image strengths?

It feels like anything under 0.7 hardly changes the image at all, and anything over 0.8 generates an entirely new image.

Today, I saw 0.74 barely change a few pixels and 0.75 (same seed, same prompt) generate almost an entirely new image

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(the "Strength" setting is divided by 100 and string'd before putting it in the form data for the request)

am i doing something wrong somehow? i'm so confused

sterile pendant
# dull star T5 at 4Bit and T5 at 8bit

The differences aren't really from 4bit vs 8bit. A simple analogy is that it's just differences in prompt "noise" like if you added a , , to a prompt to shift a seed or moved a tag before or after another. The t5 is mapping to roughly the same spots in the model in both images. You're just basically seeing a different "sub-seed" due to subtle differences in the precisions of the generated tokens. Ironically, the 4bit actually looks far better in this example.

shut sable
shut sable
wild remnant
noble coyote
craggy wave
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I pray everyday for the release of SD3 sadcat

winter trail
noble coyote
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For Omost I have Pytorch 2.0.0-cu118, when I need 2.3.0-cu121 😄 No wonder it will not work!!!

turbid grotto
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little bit? sponging

noble coyote
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Desktop Omost quite slow, but at least I will not have to wait until a GPU becomes available...!

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Omost Prompt = A punk squirrel meeting itself coming back thru space-time in an intergalactic wormhole

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Very bright and clear pictures

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That last one 'remembered' the tufts!!!

white current
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SD3 Release on Monday !

I have figured out why it would have to be Monday:

First, June 26, 2023 - a Monday. This is no coincidence, but rather the manifestation of the "weekday function" W(x):
W(x) = (x + 3) mod 7
For x = date digit, 26 results in the value 1 - so Monday.
The perfect day to usher in a new era of generative AI systems with SD3.
But what about 06/03/2024? Here some obscure calculations come into play:

6/3/2024 is exactly 343 days after 6/26/2023 (SDXL Release)
343 is the 72nd prime number
72 corresponds to the quantization of the SDN model in diffusion iterations
6/3 is the 155th day of the year 2024
155 divided by the Euler number e ≈ 2.718 gives ≈ 57
57 is a happy prime number
And the new Stable Diffusion 3 will operate in 57 network dimensions!

Coincidence? I think not! The weekday was also chosen precisely:
6/3/2024 is again a Monday, since W(155) = (155 + 3) mod 7 = 1
So the same start day as for SDXL, implying immediate compatibility and extensibility of the two systems.
But the most significant factor is the supernatural number 343 itself:

3 + 4 + 3 = 10
10 is the prefix digit of the Unvischen
The Unvischen enables transcendence between realms of reality
On the 343rd day, the door to a new dimension of AI will be blown open!

Undoubtedly, the developers of Stable Diffusion must be in possession of these fundamental numerical secrets and have consciously chosen 06/03/2024 as the release date for the next stage of evolution.
A cosmic event that will change the world forever!
Coincidence? Clear signs that higher forces are at work here!
Monday, 6/3/2024, was not chosen arbitrarily - it is the only logical date for the great transformation.

noble coyote
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77+26 = 103

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So 103 days

noble coyote
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two geau!

hallow lion
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wtf lol

dull star
noble coyote
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I cannot wait for as long as a piece of string!

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I want things tied-up before then!!!

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😄

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...currently, I am "OmOsting" ... it likes to take a little time!

low stone
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FedEx truck loaded with computers making its way through a war zone filled with soldiers, zombies, pandas, and men with spears, all of whom are trying to stop the truck.

noble coyote
low stone
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Ella and even just sdxl did better with it

noble coyote
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I must try Ella - althought it's just as quick to use Jan.ai and then cut and paste the text?

low stone
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Yeah I'm using llm enhanced prompts a lot with it

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This is one of the expanded prompts for it: In a hyperrealistic style, a battered FedEx truck overloaded with gleaming computers navigates a chaotic war zone, surrounded by intense, smoky lighting, earnest soldiers, decayed zombies, frantic pandas, and fierce men wielding primitive spears, each attempting to halt its progress.

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A few more sd3 renders. I have to assume the final release will look a lot better.

noble coyote
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The results are richer and subtly changed - overall better.

gusty gale
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I feel like better aesthetic is achievable with SDXL, but SD3 is just more coherent

noble coyote
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Has SD3 been trained on "ethical datasets"? i.e. our favourite living artists have been excluded?

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It might explain its shabbier aesthetic

gusty gale
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SD3 is not a competition to currently open models, because it's not an open model

gusty gale
hallow lion
hallow lion
low stone
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Dall-e did a great job with it. I feel like sd3 api has the bones for a great image. Just needs lots of refinement. Feels like they're running it at 10 steps or something.

hallow lion
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Tsk tsk its paid and still only 10 steps. Give at least 30 steps. Thats the good average

noble coyote
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No Pandas!!!

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Omast cannot render text like Ella?

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Again, no Pandas. What has Omast got against animals?! 😄

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Oops, there's half a one bottom right!

low stone
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That's pretty good

hallow lion
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come one man

noble coyote
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It is a lot flatter in colour than your examples?

hallow lion
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cant even spell fedex

low stone
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So this is just regular sdxl. It surprisingly got a lot of it right including the text

hallow lion
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ideogram will wipe the floor with sd3

low stone
hallow lion
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yeah ideogram is ugly

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but does everything

noble coyote
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MidJourney (for comparison)

white current
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SD3+Eye Detailer

noble coyote
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A better one from Omost

dull star
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peopel could sign up to have their art opted out

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nothing stopping people from just training it back in like nothing happened 😬

noble coyote
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Omost - Prompt = a vivid watercolor depiction of diverse Rococopunk Afrofuturist women with beautiful and bold head wraps walking toward a huge moon in the background, holding hands, walking away from the camera, collaborating in a creative and productive environment, women empowerment poster, photography, inspired by the styles of victo ngai and vladimir kush

noble coyote
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Omost Prompt = Frail children of dust, dustbowl, okies, the great depression, howl, scream, anger, dust, windblown, desuetude, anxiety, American Gothic

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Very acute pin-tack sharpness

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Omost's limitations: same-iness

severe phoenix
low stone
# noble coyote MidJourney (for comparison)

Midjourney would be amazing if it didn't look like a splatter paint mess all the time because everything is always so stylized. Even if you turn the style to 0, it's still like that.

severe phoenix
low stone
severe phoenix
low stone
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Kind of shows the limitations of what sd3's engine can do. I asked for images streaming out of the computer like water. Ideogram understands what I mean, but sd3 doesn't. Tried a good number of attempts along with the magic prompt that ideogram generated.

noble coyote
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SD3 sounds like an "admission that Stable Diffusion has reached the limits of its usefulness!"

livid wren
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A large and menacing gargoyle stands guard over an aged electric guitar in a dark and eerie alley. He is surrounded by fantastical disturbing creatures causing a scene of surrealism. Dead roses and rotted thorns adorn the guitar.

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#artisan-1 A large and menacing gargoyle stands guard over an aged electric guitar in a dark and eerie alley. He is surrounded by fantastical disturbing creatures causing a scene of surrealism. Dead roses and rotted thorns adorn the guitar.

noble coyote
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Done using i2i Searge SDXL w/flow

wild remnant
low stone
noble coyote
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i2i Searge SDXL prompt = A wolf howling to the moon in the heart of a Transylvanian Forest. The moonlight casts a path thru the forest, and eyes glow of other animals hiding there

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Searge has poor prompt coherence!

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i2i Searge SDXL prompt = dark subtle impressionist chiaroscuro painting with deep forest green, deep maroon, and plum purple. The text "All Good Things Will End" is written at the top in a white font. A large Tyrannosaurus stands on a rocky ocean coast, barely visible in the darkness. Small shrubs on the ground. A bright comet cuts through the darkness, casting a haunting light on the scene. A wolf howling to the moon in the heart of a Transylvanian Forest.

wild remnant
severe phoenix
noble coyote
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OK, I will try ... but after the Champions League Final 😄

severe phoenix
noble coyote
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The non-Searge look is flatter, more like a cartoon. Mebbe because the method lacks Searge's secondary prompt ... which is "professional photography, 50mm, ultra detailed, intricate details, sharp focus, hasselblad, sony alpha7, rich colours, surrealism photography by Max Rive, Ryan Dyar, Ashraful Arefin, Elsa Bleda"

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The primary prompt used is "dark subtle impressionist chiaroscuro painting with deep forest green, deep maroon, and plum purple. The text "All Good Things Will End" is written at the top in a white font. A large Tyrannosaurus stands on a rocky ocean coast, barely visible in the darkness. Small shrubs on the ground. A bright comet cuts through the darkness, casting a haunting light on the scene"

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When I work out a way to add that secondary prompt ... but now, soccer 🙂 Real Madrid versus Borussia Dortmund

severe phoenix
dusty wren
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does anyone know approximate release date?

rotund ibex
noble coyote
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OK, same prompt with secondary prompt in place/Searge w/flow

wild remnant
lucid swift
trail cape
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/deam

noble coyote
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SD3@ClipDrop for the seed images into i2i Searge SDXL w/flow

noble coyote
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SD3@ClipDrop for the seed images into i2i Searge SDXL w/flow

noble coyote
grizzled edge
noble coyote
floral crow
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generate a samurai

lucid swift
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dont post that lol people will steal your api key

crimson locust
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create a sign with the word: "Schäf"

noble coyote
lucid swift
rain palm
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are we supposed to wait until July for the weights? that's about the same time it took for XL to release, 4 months.

dull star
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for 8B, probably yeah to be honest

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for 2B, it might be June

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8B is just undercooked

lucid swift
#

The image showcases an opulent living space that seamlessly integrates nature with modern design. The room is dominated by a large, floor-to-ceiling window that frames a breathtaking view of a cascading waterfall surrounded by lush greenery. The waterfall appears to be located within a rocky cliff, and the verdant foliage cascades down the sides, creating a serene and tranquil atmosphere. The room itself is furnished with a sleek, dark-toned sofa that sits atop a light-colored area rug, providing a soft contrast to the polished dark marble flooring. In front of the sofa is a low, rectangular coffee table with a few decorative items on it, including a bowl and a book. To the left of the sofa, there's a stylish lounge chair with a unique design, featuring a wooden base and a cushioned seat. The room's walls are adorned with textured dark stone, adding a touch of rustic elegance. The space is illuminated by a modern, adjustable floor lamp that stands tall, casting a gentle glow over the

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daim one day we will be able to finetune it on art this will be wild

clear heath
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画图

cunning lintel
mystic vortex
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SD3 is still not available locally??

noble coyote
rain palm
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and that's a legit SD3 model and not some "i trained a model on SD3 images"-model ?

mystic vortex
rain palm
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they gotta ruin the model a little bit first with filters and censorship.
another point of view is, they gotta give the community something to do until their next model.

cunning lintel
severe phoenix
clear heath
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1

dull star
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also

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2B is 1024px @low stone

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just in case I haven't said

low stone
low stone
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And it works in realtime with any sdxl model and the quality isn't terrible anymore.

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So looking forward to this too.

neon wagon
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i wish sd3 models the big ones would work with 12gb gpus

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i dont want to use the 2B model version

cunning lintel
low stone
dull star
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that's not so bad

sterile pendant
# low stone Whatever billion parameters a model is, the fp16 is often a little less than dou...

Sdxl still takes up like 4-6gb for the unet alone in fp16. Comparing to transformer based llms, since sd3 uses dit, an 8B model in Q4 will use around 5-6gb of vram and that's not including context.

Edit because I was distracted at the time and forgot to finish the train of thought: so even a Q8 version would take up ~10-12gb vram and the full 16bit would be more like 20-24gb vram. SAI has already brought this up about the 8B model and yes, it would require a minimum of 20-24gb vram(for the model alone, excluding prompt encoders and vae), assuming fp16 format since 8bit destroys the quality in image generation models.

hallow lion
#

make an image of a guy living in a sewer but being dressed rich

woven dock
#

Squeeze that down to int8 and it's gonna be around 3gb for the unet

#

Q8 would most likely be 8gb as any transformer based model scales linearly per n-b of parameters when squeezed down to int8

sterile pendant
# woven dock Yea that's cuz the unet itself is around 3b parameters

Right, it's around 2.5B. The point is that you can really compress them down below 16bit without a serious compromise in quality. I know people were talking about that 8bit experiment earlier, but if you look, there's a ton of loss in quality compared to the others. That being said, you could always do a workflow similar to pixart simga->sdxl where you resample the low quality but high prompt coherence image with a high quality sdxl model.

#

We'll see how well the sd3 dit format handles quantization, but I wouldn't expect much out of it. It's still going to eat a ton of vram

woven dock
#

As for training, L40s with 48gb vram can be had for less than a dollar per hour

#

I don't expect Lora training to exceed a day for sd3

sterile pendant
#

One other thing is that parameter to parameter comparisons aren't all that valid when the architectures are different

#

Unet vs dit is literally like trying to compare oranges to apples

low stone
#

A surreal scene of the Terminator, a cyborg from the future, attending an Alcoholics Anonymous meeting. He is seated among a diverse group of people, each with their own story and struggle. The Terminator's cold, metallic exterior contrasts with the warm, inviting atmosphere of the meeting room. A sign on the wall reads "Welcome to Alcoholics Anonymous, Where Recovery Begins". The overall ambiance of the image is a mix of sci-fi and emotional realism, with a touch of dark humor.

#

prompt: jean Claude van damme weightlifting a bison

flint stream
azure ferry
#

Generate an image of Sonic the hedgehog

cobalt moon
#

guy

#

holy fuck

azure ferry
#

What

cobalt moon
#

did you guy see that thread on r/StableDiffusion?

azure ferry
#

What happened

cobalt moon
azure ferry
#

Why is dart's face from Thomas an emojithomas

hallow lion
#

in 2 weeks!

outer cloak
#

I hope this time it really is two weeks

hallow lion
#

looooool

cinder junco
#

No email for me (yet).

#

Whoops, just got it.

tropic aspen
#

That... doesn't sound good

cobalt moon
tropic aspen
#

I thought at least it would have that subscription thingy

cobalt moon
#

but hey at least it is open source

hallow lion
#

yea

cobalt moon
#

I do not care whether it is non-commercial or commercial

#

but seriously... I just met someone who wanted to commercialize every AI pics he generated on Civitai

#

lol

void wyvern
#

open source ftw PepoDance

tropic aspen
hallow lion
#

so get refining

#

and make comfy nodes and controlnets

cinder junco
#

Non-commercial will be problematic if you want to use images in a personal project (game, album cover, comic book, etc.)

tropic aspen
void wyvern
cinder junco
#

And might put people off fine-tuning.

tropic aspen
#

So it is a deal breaker

tropic aspen
cinder junco
#

It looks like they are offering commercial licenses, but not for free.

tropic aspen
#

He said here it's one of the reasons he didn't go with CosXL

cinder junco
hallow lion
#

ill refine it with sdxl then

#

:))

#

or in 3 years when gpus are storg i can refine it

#

lol pony

#

anything pony is lol

desert garnet
#

but pony v7 is sdxl

tropic aspen
real terrace
desert garnet
tropic aspen
cinder junco
#

Refinement with another model would probably destroy it, though.

#

And, like with SDXL, it is probably easy to just remove the calls.

cinder junco
#

If SD3 is released with terms requiring a paid license for commercial work, and then someone fine tunes SD3 and releases it for free (would probably be considered non-commercial), and then someone wants to use the fine-tuned model commercially, who would they contact?

desert garnet
#

@jolly swan ponyv7 is it gonna be sdxl or sd3? 🤔

hallow lion
#

Stable Pony

#

These are not the stables you are looking for.

real terrace
crude yarrow
#

Got an email just now. It's dropping June 12th.

cinder junco
hallow lion
#

Now I can actually say in 2 weeks and its not even a meme anymore!

desert garnet
cinder junco
crude yarrow
#

I think the Stable Audio model is going to beat it still.

cobalt moon
#

i think Stable Audio is less competitive

#

because the existence of Suno and Udio

hallow lion
#

yeah

#

they took too long!

#

obsolete on drop

#

welp luckily image generation wise there's nothing to outshine SD3 anytime soon

cobalt moon
#

If you would like to discuss a self-hosting license for commercial use of Stable Diffusion 3 please complete the form below and our team will be in touch shortly.

#

well

#

yeah

rose gate
desert garnet
#

2 weeks and we done

wild remnant
#

Man I still want video stuff

#

images are cool...but video is the next phase

upper snow
#

After 9 years in development...

#

that's the only thing the announcement makes me think of

shut sable
#

also no 8b model lol

#

2b is better

upper snow
shut sable
#

the 800m should release, dont have a date but hopefully soon

upper snow
#

it's 1b now

shut sable
#

potato potato same thing

#

the main issue is the tencs though lol

prisma cypress
#

finally sd3 open release!

dusky thistle
#

wait which one is dropping? what's medium

shut sable
patent acorn
#

no 4b?

shut sable
#

no(t) yet

#

it might get canned

patent acorn
#

2b is kinda mid to me

shut sable
#

its better than the 8b

patent acorn
#

ur sure?

dusky thistle
#

from 3 days ago

shut sable
shut sable
dusky thistle
#

how is that "copium"

shut sable
#

or not copium

#

but

#

lykon is wrong...

patent acorn
#

even though they said that i FEEL LIKE they should release it too

dusky thistle
#

copium = you're trying to make yourself feel better after feeling like something fell short

patent acorn
#

for the 8b hosters n stuff

hallow lion
#

2B SD3 is still better than SDXL

patent acorn
#

but how do u train an 8b

dusky thistle
#

either way, i sure hope the bigger models are coming

hallow lion
#

so whast the problem

shut sable
#

"who in the community would be able to finetune [...]"
anyone with dual 3090s/ any gpu with 30+gb

desert garnet
#

oh they know a lot about falling short

rain palm
#

800M coming later?

shut sable
cobalt moon
dusky thistle
#

it's not gonna kill ya

rain palm
patent acorn
#

2b will be under 16gb right

low stone
#

You guys see the announcement?

shut sable
cobalt moon
#

it doesn't make sense if they pull 800M later than 2B

patent acorn
#

i mean 16gb vram

shut sable
#

oh vram

#

probably?

patent acorn
#

i hope

shut sable
#

i dont have the .safetensors but should fit

low stone
wild remnant
#

I just want video honestly...."Mr bean" voice

dusky thistle
#

yup

patent acorn
#

alreadyvsseing it on gmail

#

apparently.. i just lost to a match on mobile legends and got the announcement haha

#

OH hey astral

prisma loom
#

Sorry can some tell me what mean the medium of the sd3 medium?

cobalt moon
#

( real-time announcement )

shut sable
wild remnant
#

Medium means psychic

cobalt moon
#

it came along with AMD's announcement of 9000x series CPU

desert garnet
#

i cant belive Lisa Su now works for SAI

patent acorn
#

the hate mob is gonna be over

wild remnant
#

They'll still cry

patent acorn
#

they gon say sd3 is worse than pony

cobalt moon
shut sable
cobalt moon
#

Pony is like manual tag + super large dataset ( 7 million image )

patent acorn
cobalt moon
#

true

patent acorn
#

the problem for pony is the separate tags

shut sable
#

sd3 (at least what i goit to test) is better than pony

patent acorn
#

what would ponysd3 be, i would need without danbooru tags for comprehension

desert garnet
#

just gotta wait a couple of years and the finetunes will be better

patent acorn
#

rhey trained a VLM

cobalt moon
#

oh

hallow lion
#

Now that people can't bitch about waiting, they'll bitch coz "it's just medium". XD As if most of us could run the biggest version...

patent acorn
#

astral is still typing long

#

i need their VLM sadcat 😭

wild remnant
#

@patent acorn

patent acorn
desert garnet
patent acorn
#

that's what she said!!

shut sable
patent acorn
#

and the crowd laughs

wild remnant
#

Drum stick roll

hallow lion
#

what doe smedium mean anyway? 2B 4B 6B

#

how many Bs are there

shut sable
dusky thistle
#

what's the API running?

desert garnet
patent acorn
#

2b is medium kinda

#

2b-4b i assume

hallow lion
#

well thats still way above SDXL

wild remnant
dusky thistle
patent acorn
shut sable
hallow lion
#

MY comfyui workflow is ready to bend over and recieve the SD3 nodes

shut sable
cobalt moon
#

ComfyUI is already said to be used by SAI staff for SD3 lol

shut sable
hallow lion
#

i mean the controlnets and other stuffs

#

i know the bas emodel can be just loaded

#

yall better make those

desert garnet
shut sable
#

control lora maybe

neat wigeon
#

@dull star sd3 weights finally coming out 🔥 its not fake (2b only but still a w)

void wyvern
#

fine-tuning sd3 seems like it'll be a challenge

patent acorn
#

its like

#

the same way u train with sd3

#

sdxl*

void wyvern
patent acorn
#

ohh

#

how do u get

#

the encoder

#

damn

#

cogvlm can do but idk

primal summit
#

2b is really all we need. 8b Most of us will not be able to use it in the first place except on external servers, and this destroys the purpose of training and running it locally.

patent acorn
#

how long will astral yapping be over?

desert garnet
tropic aspen
#

Unless you have a top of the line GPU

wild remnant
#

Are we happy everyone?

shut sable
wild remnant
dusky thistle
shut sable
#

a lot of people overestimating MMDiT's reqs

patent acorn
wild remnant
tropic aspen
#

Seriously though, what is Astralite typing? It's been over 10 mins?

patent acorn
dusky thistle
#

4060 TI = 350 bucks or so

#

that's 16gb vram

#

you can train with gradient checkpointing

tropic aspen
primal summit
dusky thistle
#

i'm sure it'd be popular

#

sdxl with multiple controlnets, loras, etc running is popular

primal summit
dusky thistle
#

that requires more than a $200 card to do

primal summit
jolly swan
# desert garnet <@670866147373219841> ponyv7 is it gonna be sdxl or sd3? 🤔

I don't know. The plan was to base it on SD3 given that SAI has allowed commercial license for all previous SD version (for the Stability AI Membership participants), so obviously this is a very unpleasant development and we will have to see how this will play out.
Pony has pretty much killed XL and made a very huge dip in 1.5 use (at least in the extended Stable Diffusion community) but SAI has repeatedly ignored my attempts to have any dialog (even me sharing any learnings from Pony to help them) so my only assumption so far is that they do not care about anything except their internal API and its users.
If they do not allow commercial use for everybody or specifically to Pony (I did apply but I have zero hope to hear back) then V7 would be XL (aka v6.9), from that point a few things may happen. If the 2B model is great then some non commercial finetunes will come out but probably would get limited traction (as they will be limited to local users and no SaaS). Alternatively they will not be good and Pony will continue to dominate the community side of things, making the whole SD3 a big lol. We will see obviously, but I am excited even about XL based V7 as it will be packing a huge number of improvements and should stay competitive for a while. As for V8, maybe we will have a from scratch model, who knows 🙂
Anyway, I think this is sad and SAI is shooting themselves in the foot - they are significantly limiting model popularity. Perhaps I am wrong and they will have commercial deals with everyone but without strong community support they are pretty much only competing with top players like OAI and I don't thin they even can take on Midjourney tbh.

patent acorn
#

oh shit

#

its here

primal summit
#

By the way. Is the pony model a separate model from SDXL or perhaps it is built with the SDXL architecture?

shut sable
#

(yes i know its not a different latent space but its hard to explain)

#

(the tencs are too far gone so that any model trained on base XL wont work on those and vice versa)

primal summit
jolly swan
patent acorn
#

would want to see you guys recreate sd3

jolly swan
wild remnant
#

Man ....i just want video lol

patent acorn
jolly swan
#

But the fact that we are seriously talking about Pony vs SD3 makes me chuckle. 🙂

ruby marlin
#

Is the source code for sd3 available for commercial use? Just not the weights?

patent acorn
#

although clone of simo sd3 wasnt promising..

primal steeple
#

I don't think SD3 needs to beat the best SDXL checkpoints for people to create better SD3 checkpoints.

sinful ore
cobalt moon
#

lol

#

he only use 1% of SD1 budget

#

to train it

patent acorn
#

no wonder

#

and its undertrained yet

keen falcon
shut sable
ruby marlin
#

Oh I see, even the code is licensed

shut sable
#

sd1 was eons ago (like 4+ years)

ruby marlin
#

That is a big departure from the precedent they set with earlier mainline model released

dusky thistle
#

haven't read the deets - but it sounds like there isn't a commercial license for sd3?

shut sable
#

there is afaik

cobalt moon
#

from what we could see

shut sable
#

idk i dont mess with licenses, i just make a cirno

sinful ore
#

I imagine the current license on SD3 is just while the model hasn't been released to prevent leaks. Surely they can change it down the line

cinder junco
patent acorn
#

im a noob at this but can astral just buy the license?

cobalt moon
tropic aspen
patent acorn
#

oh damn

cobalt moon
#

where enterprise or individual must pay a define amount of price to SAI

void dock
#

@jolly swan Just wanna say even though I hate ponies I've been using your model (the OG one, not one of the mixes)
for months. Gives great result and I consider the randomness of style to be a plus.

cobalt moon
#

I... don't use PonyXL

patent acorn
#

/s

cobalt moon
#

about the licensing things

patent acorn
#

if they dont respond they will fall

#

😭

tropic aspen
cobalt moon
#

even the license aren't specifying where they cover. Whether it is the right to commercialize image generated using the model, or commercialize the models trained.

wild remnant
#

Can I run an API on this guys?

cobalt moon
#

but talking about it

#

nobody mention the 16-channel VAE

#

lmao

patent acorn
rose garden
#

Hey they are finally going to catch up with generating text CAICoolBlaze

wild remnant
#

Yet they cant catch up to video

#

where's it more important imo

patent acorn
cobalt moon
wild remnant
#

I guess Haiper is still top tier until Sora or Veo @cobalt moon

patent acorn
#

haiper?

cobalt moon
#

I definitely heard of Haiper

rose garden
wild remnant
#

Yeah better than Pika and Runway

patent acorn
#

oh i thought haiper is open source

cobalt moon
#

oh wait

#

that remind me

#

Runway too

wild remnant
#

?

noble coyote
#

SD3 - 12th of June - named as "SD3 Medium"

patent acorn
#

this looks decent

wild remnant
#

@patent acorn yeah you should stop by

patent acorn
#

yup

#

this aint sd3

wild remnant
#

i post frequently on discord

#

That's all I really care about now is video...images are cool but I like a challenge

noble coyote
#

Announced already - SD3 Weights drop on June 12

wild remnant
#

Yes we know

noble coyote
#

Hurray!

ruby marlin
#

We already knew it was going to be released, the news is that it's with a noncommercial license

turbid grotto
#

medium is 2b?

ruby marlin
cobalt moon
#

you can buy a commercial license for SD3

turbid grotto
#

is this possible to run 2b model and T5 together in 12gb vram? I had quite slow experience swapping sdxl and refiner

cobalt moon
#

just we do not know how much money was needed, or whether the 20$ subscription was included

cobalt moon
#

or CPU

#

separately

turbid grotto
twin tulip
ruby marlin
twin tulip
#

its like paying for Netflix or Amazon Prime

rose garden
#

Or point me to more info about it

ruby marlin
# rose garden Can you expand on this?

It's just speculation but I imagine there will be less major finetunes and controlnets for SD3 because people aren't interested in a noncommercial licensed model

#

I wouldn't mind paying to use it for commercial purposes but I worry about the ecosystem

cobalt moon
twin tulip
#

itd be fine if I could pay for 3 years with a gaurantee of no change in terms

cobalt moon
#

sure I knew commercial license can go as far to "the rights of the image"

ruby marlin
cobalt moon
#

where it can affect uses

cobalt moon
#

don't get me wrong, I didn't nullify your statement

#

it is a legitimate concern for sure

desert garnet
#

commercializing its usually ppl training their own models and hosting it on online gen sites like tensor.art

rose garden
cobalt moon
#

but for individuals... that's just it.

low stone
shut sable
#

btw mcmonkey isnt in charge of anything release related

cobalt moon
#

is he a PR?

shut sable
#

he makes stable swarm ui

cobalt moon
#

oh

low stone
lament glacier
#

Hey guys, what is stable diffusion 3

#

I've heard it's coming soon. I just know SD 1.5 and SDXL

cobalt moon
lament glacier
#

Oh cool. Can I use it on Auto1111

cobalt moon
#

designed to lowering the gate of running text2image model with the quality of SDXL or better

lament glacier
#

What do you mean?

cobalt moon
lament glacier
#

How does it differ than the previous models

cobalt moon
#

you need at least 4GB VRAM to run SDXL, and that on slow speed

lament glacier
#

I have 8GB

shut sable
#

VRAM or RAM

cobalt moon
#

VRAM of course

lament glacier
#

VRAM

shut sable
#

ok good

lament glacier
#

16 RAM

cobalt moon
#

RAM is irrelevant in this kind of AI field

#

of course

bitter hearth
cobalt moon
#

outside of LLM

lament glacier
#

So how does it differ than the previous models

cobalt moon
#

much more quality base to finetune from

bitter hearth
lament glacier
#

Prompt coherency? How

bitter hearth
#

is the artisan bot already updated to sd3 medium?

desert garnet
lament glacier
#

When and why?

cobalt moon
#

it is just

#

confused

desert garnet
cobalt moon
#

and will place the cat, dog, owl elsewhere other the prompt designated to do

lament glacier
#

I didn't understand what you mean

cobalt moon
lament glacier
#

So SD3 won't give higher quality images?

desert garnet
#

idk lemme ask her

cobalt moon
#

just... the situation have been very complicated as fuck

#

for starters

#

or non-tech savvy

cobalt moon
#

based of what Lykon was able to generate

lament glacier
#

Ok so same quality as SDxl but better promoting

cobalt moon
#

( Lykon is a well known SD model trainer, Dreamshaper and AAM is his works )

cobalt moon
#

although most image there are not really challenging

#

and can easily do the same on SDXL

#

oh gonna clarify one thing

hallow lion
#

how much is a commercial licence anywayz?

lament glacier
#

I've seen him on civitai

cobalt moon
#

It is likely that only his recent posts are made with 2B, which is deemed to release on June 12

#

and the rest is 8B or something

candid holly
#

Someone should really come up with a site where you can just put in your GPU model, along with CPU model and RAM if relevant, and it just tells you the best models currently available that will run on your setup... 1b 2b 4b 8b, these various numbers are confusing to a lot of people who are just like "I have a 3060, what can run on my system?"

cobalt moon
shut sable
meager dock
#

sorry i had to

shut sable
#

(just put vram)

cobalt moon
#

I bet for hosting site, it can be 1000$?

#

each month?

shut sable
#

github pages....

desert garnet
#

lets ask Jensen Huang what gpu he recomends for AI

primal steeple
hallow lion
#

so much theories... the onyl time well know how much better than sdxl it is and how well it runs is when you can actually try it

candid holly
cobalt moon
sterile pendant
turbid grotto
#

could finetuning improve sd3's general prompt comprehension even further, or it is already close to what we can get with this base because dataset already captioned by llm and not some random scrapped keywords?

shut sable
#

ye possibly

jolly swan
#

Maybe SAI is just salty 🙂

#

(here is some data scraped form Civit's public API, it's a bit limited because it's not real downloads but actually "downloads of the model release at week X", but it does represent a real trend)

ruby marlin
#

Sorry if I misinterpreted what you were saying, in any case I personally would be happy with another SDXL finetune if you think it's worthwhile

jolly swan
jolly drum
ruby marlin
verbal epoch
jolly swan
#

V7 will not be so high LR so most tools should work from the start

#
  • some real human
jolly drum
#

Hmm might give it a go tonight. Might need to take the ComfyUI pill sooner rather then later

#

Forge and 1111 is showing its limitations already

desert garnet
#

forge been abandoned for 3months already 😔

cobalt moon
#

I am still preparing my dataset and experiment for Pony-clone SD3 and SD1.5 though

#

like the idea of activation tag, quality tag, and artist tag

jolly drum
jolly swan
#

And some captioning data

#

To help with finetunes and loras

turbid grotto
desert garnet
jolly drum
#

Depends, i use 1111 for sd1.5 as its still pretty solid

cobalt moon
#

I kinda did success on my recent SD++T2, which is based of AnyLORA SD1.5

but eh...

#

LORA compatibility is not that great and funny caption

jolly swan
viral plaza
cobalt moon
viral plaza
turbid grotto
shut sable
#

aw, i was about to leak sd3

viral plaza
jolly drum
viral plaza
cobalt moon
#

sorry for ping but I think that might be useful for you

jolly swan
viral plaza
#

ah

#

yeah it'd be very silly for the membership program to not include SD3 post-launch so hopefully that won't be an issue? lol

#

(nobody benefits from it being excluded)

jolly swan
#

If the license is actually - non commercial unless you are in the membership program than it's a nothingburger but communicated in the woooorst possible way.
If there are clear licensing options beyond that, then not communicating in advance is a bad look anyway (because SAI relies on community interest a lot).

jolly swan
tranquil harbor
#

img 2 video

viral plaza
#

hopefully will get cleared up by or soon after launch

trim arrow
#

How much resources is sd3 gonna take...

viral plaza
cobalt moon
#

( note that GiB is a little bit larger than GB, 1GiB = 1.07GB )

dusky thistle
trim arrow
#

Will a 3060ti be able to handle it?

cobalt moon
#

this four models

dusky thistle
#

def looking forward to 4B/8B... have a 4090, won't hesitate to upgrade if i need more vram for the 8B

viral plaza
trim arrow
#

Oh awesome

viral plaza
#

if you got a modern nv card at all you're golden

#

(8B might be iffier when it comes out)

trim arrow
#

Yeah I don't expect 8gib to work on a 6gb card, lol

viral plaza
#

might upgrade to a 5090 when that's out just to be faster tho

trim arrow
#

Would a regular 3060 handle the 8gib?

#

That has 12gb

cobalt moon
#

Probably just inference

trim arrow
#

For inference?

dusky thistle
#

dyiiing to get my hands on the full size

#

another q: are sdxl sampling methods going to work at all with sd3?

#

i've been building a bunch of custom sampling nodes

#

getting ridic quality now by scheduling all the parameters for the RES sampler, etc

viral plaza
viral plaza
trim arrow
#

Oh. Yeah I don't plan on training!

cobalt moon
#

A machine learning term

calm zinc
trim arrow
#

I'll leave that to the professionals! 😆

cobalt moon
#

Probably gonna make a Reddit thread about this

viral plaza
cobalt moon
#

And questions

trim arrow
#

I'm assuming sdxl loras and such aren't going to work on sd3, right?

dusky thistle
cobalt moon
#

I dont expected a X-Adapter-like tools at release lol

trim arrow
#

I feel like a dunce for asking that but things have surprised me before.

viral plaza
viral plaza
#

Research team initially told us that Euler Discrete was the only valid sampler at all, but then comfy fixed so most other samplers worked

dusky thistle
#

here am i going bananas with this stuff

trim arrow
#

What in the hell are you doing

viral plaza
cobalt moon
#

Soon enoug, community :

"Here i am going to do porns with this stuff"

dusky thistle
viral plaza
cobalt moon
#

Actually

#

Will T5 become a bottleneck for low end device

dusky thistle
cobalt moon
#

Like I know it could run on RAM, CPU and GPU, either one of them

trim arrow
calm zinc
viral plaza
viral plaza
#

gives you the power of the noodle soup without having to stare into its abyss

cobalt moon
#

But there are certainly devices that have awful low amount of RAM / weak CPU GPU

viral plaza
viral plaza
#

so if it becomes an issue just skip it

dusky thistle
trim arrow
viral plaza
#

you can also do T5 only, or CLIP G only, or...

cobalt moon
#

Both

viral plaza
#

(CLIP G + CLIP L, ie same as SDXL, is the best for not doing all 3)

dusky thistle
#

i'm under the impression that generally the euler/dpmpp_2m etc type stuff is basically various paths to the same end

viral plaza
trim arrow
#

I'm excited for sd3. Once I started using sdxl I haven't been able to look back at 1.5 😆

cobalt moon
#

On Comfy

viral plaza
#

Like at the most basic, multiple sequential sampling runs (a la refiners, hires fix, etc) is perfectly doable still, and all the tricks associated therefore are too

cobalt moon
#

( not CPU )

dusky thistle
#

anticipate there being other technical approaches for influencing the style or structure of the image... not necessarily sampling, but stuff along those lines in spirit?

cobalt moon
trim arrow
#

The fact you can even get sdxl at all is impressive

cobalt moon
#

Somehow much faster in A1111 than Comfy ( 20 min )

viral plaza
trim arrow
#

If I try to load an sdxl model, a1111 and comfy will crash no matter what

viral plaza
#

so might get better controlnet-style development happening

viral plaza
cobalt moon
#

Is there a possibility for license changing

dusky thistle
cobalt moon
#

According to some hardcore open source people

dusky thistle
#

with minimal performance penalty

#

pretty weird, not sure where the key float is

viral plaza
#

SD3-Medium might be a bit better on that GPU than XL is, cause it's a bit smaller, no promises tho cause that's a pretty painful GPU

torpid forge
#

I hate asking questions like this because perhaps it's obvious if I look in tthe right place, but what is the token limit with the SD3 api? I'm seeing 77 token some places, but then I read it was 1000 characters in another place? I feel like it shouldn't be this hard to figure out

cobalt moon
#

Tokens does not equal to characters

torpid forge
#

I realize that

#

but can't find consistent information, so figured I'd ask

viral plaza
trim arrow
#

Woooooo, free for us people who don't have a business lets go

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AKA don't make money

viral plaza
#

free for personal usage is the big point for me, as long as that's true i'm happy. Commercial users i've heard are all happy with paying for commercial rights (if you're a commercial user, you're making money and can afford $20/month or whatever)

viral plaza
cobalt moon
#

So InvokeAI business model

dusky thistle
#

$20/mo is a steal

#

non-royalty based for anything is a steal for a biz

cobalt moon
viral plaza
frail tulip
#

HI GUYS I AM NNEWW HERE

viral plaza
#

For that matter you can put weights in fp8 and as long as calculations are fp16 it's basically identical most of the time

cobalt moon
dusky thistle
#

this is the kinda stuff i'm getting in 14 seconds with all those sampling tricks... look forward to the next challenge with sd3 whatever that is

dusky thistle
patent acorn
frail tulip
#

HI

desert garnet
dusky thistle
#

i'll show ya the first example.

frail tulip
#

hii

trim arrow
#

Yes we see you hi

frail tulip
#

damn

torpid forge
#

ugh

frail tulip
#

hello

viral plaza
frail tulip
#

i am akumitsu

dusky thistle
frail tulip
#

u guys can call me aki

dusky thistle
#

i didn't believe it at first

trim arrow
#

Don't be giving out your name 😆

viral plaza
patent acorn
cobalt moon
#

1 million annual avenue

#

oh yeah

viral plaza
cobalt moon
#

gonna make a Q&A thread on r/StableDiffusion with the question asked

dusky thistle