#๐Ÿ†•๏ฝœsd3

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keen palm
cosmic crown
#

personally i feel, repeating the same prompt in each clip is bad. so we are trying to split it different ways. G for style looked good, but maybe i should run more tests with L for style?

i think T5 hates style description, it wants more physical descriptions of the scene. but its so hard to test... especially since you cant use neg prompts as control group...

fair spruce
terse belfry
#

Watercolor painting of a fairytale mouse wearing jacket and boots, holding a slice of blueberry cake , giant blueberries growing nearby

keen palm
craggy ridge
keen palm
sacred jewel
fair spruce
noble coyote
#

Is that a crop from the 6912 x 4128?

finite osprey
bitter hearth
placid swallow
noble coyote
#

How long to upscale? (What VRAM have you?) Incredibly sharp and noise-free!

covert galleon
keen palm
terse belfry
#

Anyone tried generating alpha images? Transparent png

craggy ridge
terse belfry
craggy ridge
noble coyote
# placid swallow 3060ti 8gb 2min

Nice! I have an RTX 2070 8Gb - I will try and hitch up the Upscaler tomorrow (after Switzerland have beaten Scotland in the soccer!!!) ๐Ÿฅณ

noble coyote
# terse belfry

If it proves to be swifter than GigaPixel, I could leave the Upscaler connected 24/7

finite osprey
#

1536x1536 seems to work ok

bitter hearth
#

are there disadvantages to 1536x1536?

finite osprey
#

probably? ๐Ÿ™‚ (i literally dont know yet)

placid swallow
#

time

bitter hearth
#

would be good to be able to use less upscaler multiplier

placid swallow
#

2848 x 5184

#

back to blurry details if i muck around with the resolution, seems so finicky

terse belfry
finite osprey
placid swallow
#

after 2x upscale then 4x upsize

ancient cape
#

damn nice! ๐Ÿ˜ฎ

finite osprey
#

im trying this right now

placid swallow
#

!remind me 2yrs 36days 26hrs

finite osprey
#

haha not that bad ๐Ÿ˜‰

noble coyote
silver adder
finite osprey
#

huh I know, I just changed the width and height

faint breach
#

here's a large scale test i tried . the quality in the center is the 1024x1024 patch.

placid swallow
#

1024 x 1728 initial latent

bitter hearth
#

I like to get to 8k
so I guess I can go 1024x1024 and then 2x upscale followed by 4x upscale

faint breach
placid swallow
#

pretty good definition at 4096 x 6912 final size

faint breach
#

thats only 1100 x 800

finite osprey
#

cropped i guess?

placid swallow
#

yes crop from the image above

faint breach
#

you ganned it? or img2img? looks ganny to me

placid swallow
#

2x sdupscaler then 4x adobe super resolution

faint breach
#

yeah. same ol

finite osprey
#

i wonder if img2img would work better. I upscaled SC using this method and it worked pretty well

bitter hearth
#

is adobe super resolution a GAN ?

faint breach
#

i've never been too impressed wiht pixel space upscalers. i much prefer latent ones that add detail instead of trying to preserve. Especially considering that these are entire synthetic images and there is no real source to preserve

finite osprey
#

1536x1536 seems pretty good imho

faint breach
bitter hearth
#

how far can you push latent upscale can it do 8x

finite osprey
faint breach
bitter hearth
#

okay yeah

#

he makes one called 4xFaceUpDAT which is good too but its just for faces

faint breach
#

eminems verse from forgot about dre. with "painting by eminem" added.

bitter hearth
#

have any of you guys used SUPIR

hallow lion
#

supir is good

faint breach
sacred jewel
faint breach
bitter hearth
#

I really like that style
I basically do stable diffusion for the sci fi stuff

sacred jewel
bitter hearth
#

the contrast is really good
the white is really white

faint breach
sacred jewel
pseudo owl
#

whats the best negative prompt for sd3 btw?

cosmic crown
sacred jewel
faint breach
cosmic crown
faint breach
#

source? Ive been around enough to know that sd first came out without any negative prompting, and they were a hack added. The models don't need to be trained that way.

hot dawn
#

It didn't work for me, and he may have just gotten lucky with that seed

faint breach
#

"it has been confirmed" and then not linking the confirmation, feels really fluffy. like that clown trick where they keep pulling out more hankerchiefs right? but instead of the pocket or whatever , it's the butt.

hot dawn
# cosmic crown it has been confirmed from sai developers that the negative prompt was not train...

no models train with negative prompts. When doing classifier free guidance the model makes a prediction with no prompt (the unconditional) and then one with a prompt (the conditioning). It then amplifies the difference between them to amplify the parts relevant to the prompt, by doing unconditional + (conditioned - unconditional) * CFG. Ideally the unconditionally is very good already, with the model being good at denoising images in general, and the conditioned prediction is just a way to enhance things for a specific concept. It just so happens that if you use a prompt for the unconditional instead of blank, it can sort of work as a negative, as CFG > 1 means you're moving away from the unconditional prediction.
That being said, SD3 uses zeroes for the unconditional it seems, going by the comfy implementation, rather than a blank prompt when they did 10% prompt dropout in training to train the unconditional prediction, whereas I think SD 1.5 might have trained with a blank prompt during dropout, but could never find confirmation.

velvet ruin
#

The most I use negative prompts really anymore is if there's a single object that is persistent and I want removed.
Like I do a lot of Viking related images. But Viking images always have the stupid horn helmets on them, which weren't really an actual Viking thing.
So I negative prompt horns and helmet

placid swallow
#

I felt like negs had an impact on 1.5 but even that was probably placebo

hot dawn
bitter hearth
#

Can I ask a Dalle question
I seem to get better quality images from the Microsoft Designer version of Dalle, and it has more copywrite stuff too like Star Wars
Has anyone found that?

desert garnet
# pseudo owl whats the best negative prompt for sd3 btw?

this one 0/5 ๐Ÿคฌ๐Ÿ˜กโŒ review,bad โŒ๐Ÿ‘Ž๐Ÿ˜ฉ rating ๐Ÿ‘ฟ๐Ÿ‘บ,โœจโœจโœจโœจrating โ˜†โ˜†โ˜†โ˜†โ˜†โŒโญโญโญโญโญโŒ,๐Ÿ˜ 0/10๐Ÿ”Ÿ๐Ÿ•ฅ review๐Ÿ“ขโ›”ใ€ฝ๏ธ ,skill issue,SD3

cosmic crown
placid swallow
#

negative words can only hurt you if you let them

digital thorn
#

If you're missing a finger, just keep adding commas or whatever to the negative instead of trying the positive prompt

hot dawn
faint breach
hot dawn
#

I accidentally finetuned a model which didn't use the proper zeroing during prompt dropout, and then it didn't work with the comfy workflow because it expected blank prompts for the unconditional (negative).

cosmic crown
#

but hey, believe what you want, i dont care. ๐Ÿ™‚

hot dawn
faint breach
#

I can't see any stability ai employee or ex employee actually saying and confirming that negative prompts weren't part of the training data. Mainly because that's like saying "blueberries are not part of the ocean" it's just irrelevant and meaningless

bitter hearth
#

I am sure some blueberries fell into the ocean at some point ๐Ÿ˜†

desert garnet
#

eventually ๐Ÿค“

faint breach
#

One thing i noticed since sd3 dropped, there are a lot of amateur people who are suddenly complete experts on the architecture and are sure of it's sauce. Ol DK at it again.

desert garnet
#

luckily we have experts like you to help those newbs

faint breach
#

i'm not an expert. never claimed to be. i'd have to read a lot of books and actually understand these diffusion papers before i personally use that term.

desert garnet
#

well since its a new model ppl be throwing around bunch of stuff at prompt

cosmic crown
placid swallow
#

๐Ÿ’€

desert garnet
#

in a couple of months we will really know what works and what doesnt

faint breach
placid swallow
#

wait I thought in a couple of months we would have 8B are we gonna have to become experts all over again?

hallow lion
#

Is this today's popcorn moment?

faint breach
cosmic crown
bitter hearth
junior peak
#

it's a mixture of experts

placid swallow
#

MoE the best kind

craggy ridge
drowsy phoenix
cosmic crown
faint breach
placid swallow
#

any experts in chat? I'm trying to generate an image with SD3 but I can't get this person to lay on these dang blueberries from the ocean grass

cosmic crown
#

just try it. thats my last word on it. try how negative prompts work ๐Ÿ™‚

desert garnet
placid swallow
desert garnet
placid swallow
#

your bag of chicken (breasts) right

drowsy phoenix
#

who says otherwise can you point that out, by training positive you also indirectly train negatives at same time

desert garnet
junior peak
#

expert on choking chicken?

bitter hearth
placid swallow
#

if I only add positive numbers that means I am also using negative numbers I just don't see them, can I be expert now?

faint breach
#

ez test ot see if negatives work. prompt. "the ocean deep". left, no negative, right, "blue" in negative. Works exactly as expected

digital thorn
junior peak
gentle wolf
#

oh no I missed the ๐Ÿฟ moment. what is it today?

bitter hearth
faint breach
placid swallow
#

am i color blind cause i still see blue in the right pic

faint breach
gentle wolf
#

do they do or do they don't?

faint breach
bitter hearth
#

50% chance they do
We are still unclear, I'll need more popcorn

faint breach
desert garnet
#

they are negative (negative doesnt exist) ๐Ÿ’ฏ real

gentle wolf
#

but just a few hours ago I saw the SD3 jailbreak video, where you add nonsense to the prompt to crack the code ๐Ÿ˜„

desert garnet
#

its like my money,negative money doesnt exist in my wallet

cosmic crown
#

and for the lulz, lets see what Lykon thinks about this topic?
https://nitter.kavin.rocks/Lykon4072/status/1802746800048148651#m

The talk about negative prompts I've seen lately looks like placebo to me. Given how data was handled, it's almost impossible that any nsfw word ended up being in any caption (and definitely not the word "nsfw" itself). SD3 was trained with no negative conditioning, just zero it.

placid swallow
#

i thought the experts were saying the words don't matter as they get turned into 0's or blank space which is in turn interpreted as noise, but are you saying they said negatives don't work?

faint breach
drowsy phoenix
#

i saw the discussion now, but to be fair, negatives in SD3 is just very weird, ofc since model has issues, maybe negative part also got hit the most

signal shuttle
placid swallow
#

can we get an expert to chime in on weather or not these experts are experts

gentle wolf
faint breach
junior peak
gentle wolf
#

you don't need negative, the model is so good, it doesn't even want negative prompt ๐Ÿ˜„

faint breach
hazy kestrel
wide pagoda
faint breach
gentle wolf
#

would fit my theory that SD3 has to work with voice commands and therefore only have a positive input and no negative. It got scrapped

bitter hearth
hazy kestrel
#

negative prompts might be placebo it does change the picture but not in the traditional sense

placid swallow
#

i had an expert (sd3) make this

desert garnet
faint breach
gentle wolf
#

yeah but natural language, like people using a robot

sacred jewel
wide pagoda
faint breach
bitter hearth
placid swallow
#

but positives can have large effects too, it's almost as if any change can cause change

drowsy phoenix
#

it is not a placebo, it all depends on which concept/weight is being requested and how safety training affected those weights so simple negative nsfw words just lower their weight
AKA for some prompts it fixes most of the things, in some other prompts its acts like a placebo

cosmic crown
gentle wolf
#

very possible yes

hazy kestrel
faint breach
# bitter hearth The Nintendo pistol was awesome <:thomas:1005605185013416016>

i remember we got our NES from a TrU in america , brought it home to canada, and i took the pistol to school. The american one was grey and the teacher got mad at me for brinigng a realistic looking gun to school!! The canadian model was bright red because that was actually such a huge national outrage up here.

The 80s hit so different

bitter hearth
#

Lmao

faint breach
junior peak
#

me and my friends used to play on the streets with realistic toy pistols

bitter hearth
#

what is the Ultra pipeline in the API like?
is it better than just SD3 on its own

placid swallow
#

don't try that today

cosmic crown
bitter hearth
#

ok thanks

placid swallow
#

ya but how do we KNOW that if it's a secret

bitter hearth
#

A super secret model refining negative prompt!!

storm saffron
bitter hearth
placid swallow
#

lol you had me waiting

hexed dirge
faint breach
#

you can use an llm to rewrite prompts for sd3 2b today too. i don't though. all the llm's for prompt expansion i know of are trained on tag soup. I'm still throwing long verses from pop culture into prompts too.

sacred jewel
placid swallow
storm saffron
bitter hearth
#

I highly recommend asking questions to tekmunki thomas ๐Ÿ‘

hazy kestrel
#

temu-version

faint breach
placid swallow
#

If anyone has any questions or would like to DM images they made using SD3 i can be reached at @bitter hearth

desert garnet
#

lies,tekmunki has been promoted to in house sd3 breasts expert

faint breach
digital thorn
#

Tekmundi: Can you please help? I need perfect prompt for secret ingredients

storm saffron
bitter hearth
placid swallow
#

I find one image that irrefutably proves blueberries do in fact exist in the ocean and I get promoted to in house sd3 chicken wrangler

faint breach
bitter hearth
#

Berryly any difference.

faint breach
placid swallow
#

next you're gonna tell me the oceans are blue from the reflections of the atmosphere and not because of the blueberries that grow on the ocean floor....

faint breach
#

its because of refractions actually. close

cosmic crown
placid swallow
#

thanks I made them by putting "tasty" in the negative prompt

digital thorn
#

Hmm...stairs going upwards or down?

placid swallow
hazy kestrel
desert garnet
faint breach
#

blackberries in the black sea obviously

brittle nexus
faint breach
#

i treid another run at "ocean deep" with "blue" in the negative. claerly blue is a token that jailbreaks women in the latennt space.

placid swallow
#

I remember growing up we used to just float around the ocean with our mouths open and catch wild blueberries

placid swallow
#

"my father used to put blueberries on our kitchen table 8 nights a week, working at a steel mill"

bitter hearth
#

What about green berries

craggy ridge
placid swallow
#

looks sour

faint breach
bitter hearth
cosmic crown
#

only have glif right now, cant be bothered to boot sd3

faint breach
#

they didn't train on negative prompts either over there. i'm sure of it.

placid swallow
#

I think the changes actually make the images better than the stock workflow

faint breach
#

thats crazy how the reflected waves are more irregular coming off the surface of the bunch

desert garnet
# craggy ridge

bro went to the toilet,got lost and somehow ended in the middle of the mississippi ๐Ÿ’€

cosmic crown
sacred jewel
signal shuttle
#

Using 1048 by 1048 and a two pass ksamplers along side textencodesd3 node in comfy and i am getting consistent amazing images

faint breach
cosmic crown
faint breach
#

potentially. i haven't read any blog post on that topic. i asked you for a source on the claim earlier and you double downed and started mocking me.

cosmic crown
hazy kestrel
#

i posted one โ˜๏ธ

faint breach
#

yes i believe they're misunderstanding lykon here

hazy kestrel
#

that is the jist

placid swallow
#

i wish they would ban blueberry dumping, it's wreaking havoc on the ocean wildlife just sticks to everything

cosmic crown
signal shuttle
#

Just "aaaaaa aaaaaa aaaaaa" and keep add "a" until you get what you wany. works best in my experience for negative prompt

faint breach
#

sd 1 wasn't trained with negative prompts either. negative prompting doesn't need to be trained into a model. it was a hack that was added by virtue of how clip embeddings and cfg works

cosmic crown
sage burrow
#

My prompt needs more effort, such as talking about perfect fingers... @noble coyote

hazy kestrel
#

................................................wall of dots i tried but not very effective

sage burrow
cosmic crown
signal shuttle
cosmic crown
sage burrow
signal shuttle
#

something like this, and it doesn't take more vram

#

Just make sure the seed on the second sampler is different and is fixed

cosmic crown
signal shuttle
placid swallow
#

i'm confused what is changed int the two pictures

sage burrow
cosmic crown
craggy ridge
signal shuttle
sage burrow
#

There's also apparently a way to link GIMP so you can do inpainting, that is on my to-do list ๐Ÿ™‚ Photoshop prob works too

signal shuttle
desert garnet
# craggy ridge

went to buy ice cream and somehow ended at the amazonas ๐Ÿ˜ญ

cosmic crown
# signal shuttle No model shit stays the same, i use 5

ok. its interesting. personally i feel higher model shift for the second pass should be better, but thanks, the idea is cool. need to reduce step count some, as this just takes too long otherwise. but cool idea ๐Ÿ™‚

sage burrow
#

Other people: oh look she has large....
AI art people: her fingers are nice

signal shuttle
cosmic crown
placid swallow
#

looks fake blueberries don't turn your lips purple

signal shuttle
hallow lion
#

Where have my breasts gone?

bitter hearth
#

The blueberries waow agony

sage burrow
digital thorn
faint breach
placid swallow
signal shuttle
mortal kite
placid swallow
#

but doesn't it resample too?

torn wharf
#

Any new discoveries of the model today? New codes i should look at? Nodes, a1111 support? anything?

signal shuttle
sage burrow
#

Hot sexy hands on him!

faint breach
faint breach
pseudo owl
torn wharf
#

sigh

signal shuttle
pseudo owl
#

alright lets see if that improves quality

digital thorn
pseudo owl
#

the spaghetti is choking her

signal shuttle
sage burrow
noble coyote
faint breach
#

reminds me of a columbian neck tie situation

torn wharf
signal shuttle
noble coyote
craggy ridge
faint breach
placid swallow
#

trying 1048 tiles on the next one

sage burrow
#

I had to fix it, with the ever so amazing windows image viewer (even it has generative fill now)

signal shuttle
torn wharf
#

is sd3 detangled yet?

signal shuttle
torn wharf
# signal shuttle As of today no

i actually think it's a lot of smoke blowing. they say they dont want to explain since they want to keep it proprietary code so they can sell it, but then explains it in a really bullshit artist kind of way anyways.

brittle nexus
sage burrow
sage burrow
placid swallow
#

1048 tiles feels sharper

craggy ridge
little smelt
placid swallow
brittle nexus
signal shuttle
#

I feel like with every new release of a SD model we go down in CFG number, like it went from 10 cfg in 1.5 to 7 cfg in SDXL, and finally to 4 cfg in SD3

sage burrow
bitter hearth
#

I used 7 in 1.5 and now I do 9 in SDXL

grim cloud
drowsy phoenix
#

no neg, pink, jeans

noble coyote
signal shuttle
placid swallow
#

As the self-proclaimed chicken breast expert I don't let CFG define me, after all it's just a number

noble coyote
sacred jewel
# signal shuttle I feel like with every new release of a SD model we go down in CFG number, like ...

I am still looking forward to the day when SD Model creators figure out that the keywords "detailed, high resolution, 4K, quality, sharp, etc." should be automatically the default and ONLY "poor and bad" shoudl be the keywords if you want a bad result.

Who the hell wants poor results? WHY THE HELL do we have to ask the model to do the right thing?

Also, enough with the 10 encoders and the word salads ... If ChatGPT can do it, firgure out a way to do it directly.

I may have an unpopular perspective, but it feels like going backwards every time MORE options are given to me for me to get the "best" results in a HARDER way ๐Ÿ˜ฆ

signal shuttle
grim cloud
#

Who the hell wants poor results?
Maybe not by default, but I often want imperfect results.
Noise, blur, etc. makes images photos look more realistic

gentle wolf
noble coyote
#

Just replace AllInOne with Mobius - or anything you like

faint breach
#

i would say refined models are better at getting quality out of short posts, since base models have different purposes.

But then pony changed everything and people seem to want the extra tags now. It is the most popular SDXL model afterall

placid swallow
#

I just wished the model developers respected my choice in VRAM capacity, it's rough running ollama with a 7b LLM alongside a 2b image model and upscaler

grim cloud
#

my dms

brittle nexus
cunning zealot
violet folio
#

How do I use this ๐Ÿ˜ญ

faint breach
gaunt tiger
# noble coyote

The clips would be merging here but you cant merge xl and sd3 arch, If I remember correctly that merge node looks for identical keys and merges those keys based on the weighting, no keys would match there so you are just getting the same sd3, if the clips arent different you are just getting the same exact model

faint breach
#

in your single example, the context of high quality changes from a high quality image (a tag i don't like either) to high quality armorsmithing

torn wharf
craggy crest
brittle nexus
#

Specially in 1.5

placid swallow
faint breach
#

yeah not such a bad tag i'd say. just needs proper context and use.

for image quality it's only good if the model demands it's use. Like pony or anime models.

drowsy phoenix
sage burrow
#

Again a little editing was needed, but I"m still happy with it ๐Ÿ™‚

bitter hearth
hazy kestrel
sacred jewel
gentle wolf
sacred jewel
# gentle wolf I agree in a way. But 1girl could be default too then ๐Ÿ˜‰

Sure sure... to each their own... but I was referring to things NOT subject related. Things like Quality. Like literally EVERY SINGLE prompt these days has the words "quality and hd and detailed and artstation and whatever the eff... Enough already. Computers should make our lives easier/better... there is no herouism being a prompt crafter when all you want to do is NOT become a mathematician calculating token relationships in a UNET but just want a nice picture of Trump doing backflips from the top of the US Capitol ๐Ÿ˜› ๐Ÿ˜› ๐Ÿ˜› ... the HIGH QUALITY should be expected, not demanded lol

bitter hearth
sacred jewel
placid swallow
sage burrow
#

So this would be Saint fox.... ?

brittle nexus
placid swallow
#

i am convinced they trained this on non-humans and humans from the waist up not showing limbs

placid swallow
gentle wolf
#

I heard "lying on money" works much better

bitter hearth
placid swallow
sage burrow
#

I see no problem with this ๐Ÿ˜„ (the lack of human training ROFL)

gentle wolf
#

deep down we're all just animals

hazy kestrel
sage burrow
#

More seriously though, I did get some amazing human women. Guys seem slightly more difficult

placid swallow
#

i guess lavish photos of cats lying on grass was a little too lavish and not enough grass

signal shuttle
#

My boy is getting married

silver sluice
#

how do you prompt for this style?

bitter hearth
sage burrow
placid swallow
#

few long paws but they seem happy (for cats)

hazy kestrel
#

a couple of jackasses

sage burrow
#

After trying a couple of other SD3 checkpoints, (one was a rather giant DL too), I can say without a doubt, that the original SD3 from huggingface, has WAY more varied data in it. OK perhaps obviously, but I had to check.

brittle nexus
pseudo owl
placid swallow
#

I could live 1000yrs and I'll never understand how it can nail a large bee drinking water from ice cubes but a man pulling money out of an ATM turns into a blob

faint breach
pastel latch
#

what censorship <.<

brittle nexus
faint breach
# brittle nexus

scorzeze dithered like that seems like a crime against humanity. copolla rather. i gotta get my director history in check

sage burrow
craggy ridge
sage burrow
sacred jewel
bitter hearth
#

Cheek-arms!

faint breach
pastel latch
#

Im getting pretty good anatomy with this prompt just bad nipples

pastel latch
#

for those curious, throw in national geographic photo of at the beginning

placid swallow
#

is it even worth it if you get bad nipples?

faint breach
pastel latch
#

nothing inpaint cant fix

pastel latch
faint breach
#

one of the first popular workflows i saw on civit for sd3 before they destroyed all the links to sd3 content, was a nipple fixing inpainting workflow. fucking dorks.

pastel latch
sacred jewel
sage burrow
placid swallow
#

Tom and Jerry: the last airbender

sacred jewel
terse belfry
sage burrow
keen palm
odd basalt
pastel latch
terse belfry
faint breach
brittle nexus
pastel latch
faint breach
#

so it seems magazines help. but theyr'e not perfect

placid swallow
faint breach
#

something for the fine tuners to consider

faint breach
#

it really does get the maxim vibes down

pastel latch
signal shuttle
#

SD3 really wants to make nudes when using "national geographic photo of" prompt

placid swallow
#

no wonder the people on the grass are so messed up just look at their bones

pastel latch
#

its interesting how you can dance around it

kindred mica
#

legs for days

pastel latch
faint breach
#

here's a truck in some mud to shake things up

kindred mica
#

you're good. i'll just permaban you if you cross it no worries ๐Ÿ™‚

pastel latch
odd basalt
pastel latch
faint breach
#

one thing sdxl and sd15 don't do well is mud. it all looks really ugly in my experience. few cases work

faint breach
#

sd3 i can prompt geographic specific types of mud and it kills it

pastel latch
keen palm
pastel latch
# pastel latch

There's deffo a dataset from something like asos or Shein in here

keen palm
placid swallow
#

lol imagine SHEIN is the unlock

pastel latch
faint breach
#

i don't think that like LLM chatbots, "unlock" applies. I think people are looking to jailbreak SD3 with similar methods like jailbraking chat bots, but they're not understanding that chatbots have a pipeline between the prompt and the model

sage burrow
#

I dunno, maybe skip that bar ๐Ÿ˜‰

faint breach
pastel latch
#

Shein underwear campaign photo featuring a Blonde wearing a sheer dress

sage burrow
faint breach
#

I like how stability isn't rushing out to appease civit. I think the higher strategy is going to be distancing themselves from the goon squad

pastel latch
#

and think thats enough

pastel latch
faint breach
digital thorn
faint breach
mortal mesa
faint breach
#

"absolutely no kiddy cheese pizza on your service" might be a requirement of licensing to which i expect civit higher ups will balk

signal shuttle
faint breach
digital thorn
sage burrow
compact forge
pastel latch
faint breach
compact forge
#

Not really

faint breach
#

that time when discord elaborated on their image policy and made a specific exception for anthro children pizza images. i'm surprised the staff didn't have warrants executed on them

digital thorn
pastel latch
faint breach
# digital thorn

i'd call and get a refund if it was delivered with pepps on the crust like that

compact forge
kindred mica
compact forge
#

Or just find some Pokรฉmon that technically isn't a child but only resembles one perfectly

faint breach
# compact forge Jesus lol, well that's the same for civitai

the community is more prepared for it this time though. They tried to play it all diplomatically with discord 5 years ago as if the images weren't harming no one. Now they're just straight denying that "cub content" is in the training data to begin with. yet civit is full of it.

digital thorn
patent magnet
compact forge
kindred mica
#

i'm trying to work here but if some corpo shows up i can't be like its just ironic lol

signal shuttle
#

Can we stop talking about cheese pizza?, its a channel meant to talk about SD3 not cheese pizza

digital thorn
pastel latch
#

what about cheese cake

faint breach
#

i like bacon double cheeseburger pizzas best anyways. or the classic pep.

kindred mica
#

ok so you guys ready for an AMA about the release? I got things to share now

patent magnet
faint breach
patent magnet
signal shuttle
patent magnet
compact forge
signal shuttle
drowsy phoenix
patent magnet
pastel latch
compact forge
sterile quartz
#

you can do the AMA now but need to reply exclusively with SD3-medium generated images as answers how about that

kindred mica
# faint breach is there a plan in place to correct the pretraining problems?

yes and lets clarify a bit. as much hate as has come the way of some of us we're really driving hard on upgrading and making the next version (stop saying 2 weeks tho).
its not all safety stuff (like mcmonkey mentioned), pretrain needs more pep and we are working on the model.

But for real, you can still do great things with this thing as it is. We dropped the ball on usage guide but theres a great one from replicate and I think we;re going to make one

patent magnet
signal shuttle
faint breach
#

One thing i used to do with old models when i was trying to mine character art out of them. I'd throw some lore into the prompt. Like if i was prompting startrek, i'd spam the prompt with some kind of star trek lore to give more context.

I notice the same thing works even better with t5. throw some lore at it. When i was trying to get an image that looked like Master P from his Makem say Ughhhh music video, i threw a bunch of lore about his jersey he was wearing and the music video details into the prompt. It gave incredible consistency to the character generations.

Just rub lore all over it.

cosmic crown
kindred mica
digital thorn
compact forge
faint breach
kindred mica
signal shuttle
faint breach
digital thorn
patent magnet
kindred mica
drowsy phoenix
compact forge
#

"It's not ALL safety stuff" also just making the model worse in general ๐Ÿ˜†

patent magnet
signal shuttle
#

Magazine photos make SD3 really makes SD3 want to make nudes

faint breach
pastel latch
patent magnet
sick cedar
#

@kindred mica May i ask if any changes have been made to the license? People have been really worried about the license. We all want SD3 to suceed.

compact forge
sage burrow
kindred mica
signal shuttle
cosmic crown
#

@kindred mica one key question i feel is: will there be SD medium 3.1? is there anything planned or are there current no concrete plans?

patent magnet
signal shuttle
#

@kindred mica Why does using 1088x1088 somewhat improve anatomy?

faint breach
#

confirmation bias

cosmic crown
kindred mica
patent magnet
pastel latch
faint breach
sterile quartz
#

i love the cute cat spam in between the first bit of communication we get on this ๐Ÿ™‚

digital thorn
signal shuttle
compact forge
#

@kindred mica what models will be released in the future. 8b? No 4b? And maybe another 2b?

pastel latch
patent magnet
pastel latch
compact forge
faint breach
sage burrow
sterile quartz
#

@kindred mica from some comments of members that left (comfy etc) alluded to the fact that something had gone wrong in the pre-training of 2B which explains some of the issues with it - at the moment, is 4B or whatever next version in the pipeline affected by the same issues (girl in grass, monstrous anatomy)?

digital thorn
#

AMA time hypemad

pastel latch
faint breach
patent magnet
drowsy phoenix
#

@kindred mica can you explain this with simple way โ #๐Ÿ†•๏ฝœsd3 message๏ฝœsd3โ  how it is not a negative prompt as it written in the guide? because I'm confused very much

Discord

Discord is great for playing games and chilling with friends, or even building a worldwide community. Customize your own space to talk, play, and hang out.

sage burrow
#

@kindred mica what will be the min GPU etc. requirements for the new model?

kindred mica
# sick cedar <@1085967341789134938> May i ask if any changes have been made to the license? ...

There is a lot being changed in the license AFAIK.
I think everyone understood that the license was a bad move. There's things in there like 6k images that were hilarious, but actually decently intentioned (prevent big inference giants from paying $20 and not working out a deal). And the deletion thing seems like it wasn't written right (btw it was there before as well i think).
There's going to be changes that are actually appropriate for the creators, the finetuners, and treat inference-type services right. And I don't think $ is going to be mandatory or anything. We need the support.
Don't quote me on this i'm just an old frail man

patent magnet
little smelt
#

With heartwarming support from Microsoft Florense-2 (Just realesed VLM)
The cartoon illustration of Mickey Mouse running towards a large mushroom cloud. Mickey is wearing a space suit and is holding a gas mask in his right hand. He is running towards the mushroom cloud, which is emitting a bright orange glow. The mushroom cloud appears to be exploding, with smoke and flames surrounding it. In the background, there is a tunnel-like structure with a small tunnel entrance. The ground is covered in grass and there are a few other objects scattered around. The overall mood of the image is one of danger and excitement

upper snow
#

@kindred mica what's the status of the SD3-2B-Edit model mentioned in the paper?

sterile quartz
#

@kindred mica another question - I think everyone understands the removal of celebrity names and specific artists, but it seems that this also impacted other things like styles (cyberpunk, for one, but old painter styles as well) - is that something that could be rolled back in future versions, at least partially?

pastel latch
kindred mica
patent magnet
pastel latch
pastel latch
cosmic crown
signal shuttle
#

Who says Darthvader doesn't got women?

pastel latch
craggy ridge
cosmic crown
#

@kindred mica any chance we will get more info on how to train/fine tune sd3? people are really struggling with that currently and its a whole lot of guess work...

craggy ridge
pastel latch
kindred mica
signal shuttle
mortal kite
#

update?

digital thorn
#

@kindred mica Does the texture quality suffer for realistic photos on 4B? I think Lykon mentioned that 2B is better for realistic images (in texture) and 8B for specific.

patent magnet
# pastel latch let me see your workflow

There is no workflow. I'm just using FlashSD3 + prompts, and testing a lot of styles, light modes, artists, mediums etc. FlashSD3 makes SD3 a lot better. Lots of stuff I've been posting here it's very difficult/impossible to do on pure SD3-2B.

mortal kite
#

someone already made a "turbo" sd3? why, wouldnt it get things wrong even more

signal shuttle
#

I love the text on this thing

#

here's a goofy one

upper snow
kindred mica
prisma rampart
digital thorn
signal shuttle
compact forge
untold valley
#

Guys. As long as the model is good and malleable you can teach it that stuff later. Just need a model that is โ€œfixedโ€ and didnโ€™t have a pretrain error.

dusky thistle
kindred mica
signal shuttle
dusky thistle
#

been trying to train this thing and just cannot get good results on any training sets beyond a handful of images and that's what i'm hearing from everyone else

compact forge
faint breach
#

Only some artists names were removed right? Van Gogh si certainly still in the set. I've found a few hits and a few situations where it seems under trained but still knows the art.

pastel latch
dusky thistle
#

no one knows what the hell is going on with the model... it doesn't seem to be the one that was in the paper, etc, qk norm stuff was left out etc etc

sterile quartz
#

@kindred mica are u guys brainstorming on ways to handle the community? it has grown and lets be honest, a part of it is entitled lustful kids which expect everything perfect free and fast - i was quite shocked at the reddit thread asking for lykon to be fired the day after the release of SD3 - u guys doing ok?

faint breach
mortal kite
#

I just wish there was actually a larger training set on it to begin with. If you ask it to draw tools like hammers, screwdrivers, it has extreme trouble. SDXL was the same. I guess people of different industries will always have to use specific LORAs. However, sounds like people are saying this is tough to train correctly?

kindred mica
mortal kite
#

I would have expected SD3 to actually have an even larger training set than SDXL had. So it would know even more objects. But it appears to be actually a bit worse even.

pastel latch
upper snow
signal shuttle
mortal kite
#

maybe the 8b model does know how to draw a crescent wrench? Or a screwdriver? The 2b clearly does not

faint breach
compact forge
#

@kindred mica is another 2b still on the drawing board?

mortal kite
digital thorn
dusky thistle
pastel latch
patent magnet
upper snow
mortal kite
dusky thistle
#

i rarely generate ppl so i wouldn't know

patent magnet
sage burrow
kindred mica
# sterile quartz <@1085967341789134938> are u guys brainstorming on ways to handle the community?...

pls send help
But fr we are trying. theres all kinds of people at stability and not everyone sees what we're dealing with in community. its hard enough getting through things internally and pushing for the next train, the license change, etc., without the horde at the walls screaming for blood. what lykon went through is pretty messed up. but its pretty obvious that a part of it was brigades until critical mass.

faint breach
#

I see a lot of claims that all artists names were removed. I just don't get it. I know there was an opt out period but people seem confident that there's absolutely no artists names in sd3. I wish the misinformation brigade would just cut it out.

mortal kite
#

well it sounds to me like lycon just had to use the magic words "I don't know, I would have to look into that" instead of apparently criticizing everyone ๐Ÿ˜„

dusky thistle
untold valley
#

Guys donโ€™t overwhelm the dev, one question at a time that way we donโ€™t scare em. We getting info long last.

mortal kite
#

Yep there are still several artists that I've found so far that still work fine

pastel latch
sterile quartz
mortal kite
#

in fact quite often if you ask for an artist style you'll get a more correct picture (hands, etc)

compact forge
pastel latch
patent magnet
dusky thistle
#

i guess what i meant was more... someone that can handle techhnical questions, and get the pulse of the community by chatting directly with perhaps some of the more mature community members who aren't going to act like complete assholes like a lot of ppl have been toward devs

sterile quartz
#

i feel they should own an official reddit and moderate that so only sane conversations happen

compact forge
patent magnet
signal shuttle
#

"Waltuh put away the -i 9 and -s 150 waltuh"

dull star
#

lol

pastel latch
mortal kite
#

does anyone know if there is a reliable way to know what happens with different samplers? Or is it just random?

#

what does scheduling even do....

compact forge
patent magnet
faint breach
silver adder
mortal kite
#

feels like all the settings are just additional randomizers, are they even "predictable"

pastel latch
#

a hyper-realistic and detailed scene of intricate, crystalline flowers collecting crystallized pollen. multifaceted petals that reflect light in a spectrum of colors, creating a dazzling display. crystallized pollen glistens like tiny diamonds, enchanting beauty, background is a surreal, otherworldly garden filled with sparkling flora, casting a magical, enchanting glow in the ambient light.

kindred mica
#

alright im going to get back to work.
good luck screencapping me out of context. I'm just a frail old man, i know nothing about these gooncaves.
there's going to be official stuff soon. pls be nice to the people.
And yeah remember that we're scrapping and trying to do the right things, to improve the model, to handle the weird license things. pls root for us.

sterile quartz
#

godspeed old wizard, its priceless work, so of course its ungrateful

mortal kite
signal shuttle
#

Walter white seems to be bit worse in SD3 compared to 1.4 and 1.5 and SDXL

compact forge
#

Godspeed albus

faint breach
#

imo the devs are one of stability's best assets. if a company buys it all up, they'd be smart to keep the devs and support their efforts.

but i think stability in it's current form will continue fine.

mortal kite
upper snow
patent magnet
drowsy phoenix
faint breach
mortal kite
#

I did manage to get this sexy image earlier today:

cosmic crown
mortal kite
patent magnet
sterile quartz
#

so who's making a reddit thread with the screenshots, i have to go to bed and cant

dusky thistle
pastel latch
mortal kite
cosmic crown
faint breach
pastel latch
patent magnet
dusky thistle
faint breach
#

here's the video i mentioend. high level explanation of the process. the next one explains it with code. there's a new one in the series too that explains clip https://youtu.be/1CIpzeNxIhU

AI image generators are massive, but how are they creating such interesting images? Dr Mike Pound explains what's going on.

Thumbnail image partly created by DALL-E with the prompt: "Computerphile YouTube Video presenter Mike Pound Explains Diffusion AI methods thumbnail with green computer style title text on a black background with grey bina...

โ–ถ Play video
pastel latch
patent magnet
mortal kite
cosmic crown
patent magnet
dusky thistle
#

i've been doing what i can, but i lack the expertise to be able to reverse engineer how to train this thing, so i'm using others code for now.

crushing this thing with an outrageous LR with adamw right now, LR = 5e-4... finally getting something to happen here

pastel latch
signal shuttle
#

most people are entitled, back when 1.4 was still in beta we made barely cohernt images of 2B nier automata and we liked it๐Ÿง“

drowsy phoenix
mortal kite
placid swallow
dusky thistle
#

i think entitlement isn't necessarily the right angle to take here, and i'm not sure it even matters. the reality is, it's gotta be something ppl can work with for it to be successful, especially trainable... the fact some ppl handle it immaturely means there's a ppl problem, not so much a product problem (or lack thereof)

mortal kite
drowsy phoenix
#

bacause all the finetuners do, either general purpose or nsfw, but I may need niche but simple concepts to work, so it will be still a problem

dusky thistle
pastel latch
mortal kite
#

Bro do you even lift?

#

why does this thing understand obese men so well

drowsy phoenix
mortal kite
#

it's a bit concerning

faint breach
dusky thistle
drowsy phoenix
pastel latch
dusky thistle
drowsy phoenix
mortal kite
dusky thistle
dusky thistle
drowsy phoenix
mortal kite
compact forge
dusky thistle
fathom pelican
#

so is there already a general consensus about which one is better between sdxl and sd3?

dusky thistle
#

looks pretty decent with the cfg brought down to 3

#

prolly will try with the LR cut 5x in a bit here

faint breach
#

i personally think sd3 destroys sdxl , but i have different expectations

drowsy phoenix
# dusky thistle what do you mean with the captions? that the captions might be too different fro...

to make training successfully embed itself into base model, it needs to associate caption keywords / concepts to base model, so base model has to reflect or 'know' those keywords
for example if you train with no caption dataset, you will have no keywords to access those concepts but it will still train with using neighboring concepts
so if base model lacks some base knowledge about the training, you need to use broarder way of captioning to embed those concepts

faint breach
#

If the expectations are porn, no. It doesn't beat. Pony has peaked here so hard that pony is now a synonym.

fathom pelican
#

@untold valley@faint breach hmm I see, I feel like I saw someone commenting about how SD3 produces better landscape/sharper than sdxl

sage burrow
mortal kite
sage burrow
mortal kite
#

I got a lot of good horror pics out of it this morning

sage burrow
#

It does do exceptionally good horror! ๐Ÿ™‚

sage burrow
#

The previous SDs were terrrible at horror, imo.

fathom pelican
sage burrow
sage burrow
faint breach
#

the ocean blueberries had great details. the waves reflecting off the blue berry bunch being much tighter than all the waves around them. so nice

rocky epoch
#

aaa

ancient cape
digital thorn
mortal kite
sage burrow
ancient cape
sage burrow
placid swallow
#

you can get bloody stuff with red viscous liquid but it does bones pretty well

tranquil nymph
odd basalt
mortal kite
placid swallow
tranquil nymph
#

oh i thought you were going for the amazon thing lol

placid swallow
ancient cape
odd basalt
digital thorn
bitter hearth
placid swallow
sage burrow
bitter hearth
placid swallow
odd basalt
placid swallow
#

reminds me of old gwen stefani

bitter hearth
odd basalt
#

She does look like Gwen

twin tulip
bitter hearth
placid swallow
#

"Aftermath"

tranquil nymph
#

charming

bitter hearth
#

gaross

silver adder
#

holy hell! sd3 2b

tranquil nymph
#

things took a dark turn in here lol

placid swallow
#

SD after dark

bitter hearth
craggy ridge
silver adder
#

ok, ill post something more wholesome here (8b left, 2b right)

tranquil nymph
# craggy ridge

It looks like the guy himself has a hazardous materials label as a "badge" lmao

placid swallow
#

I hope they answer why we were given "8b at home..." next AMA

glad yew
#

How good will the 8B model be? Will it be much better than Dall-E 3?

placid swallow
#

imagine 2b with another 6b

silver adder
glad yew
upper snow
glad yew
craggy crest
upper snow
#

There's of course the chance of a Playground-2.5 type situation (where the model is overtuned to hell on aesthetic slop to the point where it doesn't follow prompts at all) but that doesn't seem to be quite the case with SD3. Playground-2.5 refuses to make any image that isn't super aesthetic.

placid swallow
#

that's the path image gen models chose, each model is good at something not all things

upper snow
silver adder
faint breach
#

if the 8b weights have a price tag on even saving them, i'm gonna ignore 8b forever

silver adder
ancient cape
#

sdxl lightning - 4 steps, for rough composition. to sd3 for fine composition, and all texture data

now she can sit in grass ๐Ÿคฃ

faint breach
#

maybe not forever. maybe i'll eventually find a commercial use for them. then i'll pay.

#

maybe if there was a one time price for them

placid swallow
#

no way it's not subscription based in todays economy

faint breach
#

the economics of shit

placid swallow
#

"due to on going costs"

#

I'm hoping by the time uncensored SD4 comes out we'll have house robots

tranquil nymph
#

as long as they don't murder all of us

upper snow
faint breach
#

i can't just train it with solar power and a prayer? aw

faint breach
upper snow
#

Maybe an A6000 could do it if you are stingy. 2 3090s with FSDP might do it but that'd be so slow

brittle nexus
placid swallow
#

well here's hoping the murder robots can't hold weapons either

mortal kite
craggy crest
sacred jewel
autumn pendant
sage burrow
digital thorn
mortal kite
sage burrow
silver adder
sacred jewel
low stone
placid swallow
#

pretty good background faces

mortal kite
hazy kestrel
mortal kite
tranquil nymph
# odd basalt

Messing around with prompt travel. doesn't work very well img2img though have to use txt2img and ipadapter (not using sd3 for the txt2vid though)

#

i want to try it on this lightning picture lol

sacred jewel
mortal kite
sacred jewel
mortal kite
tranquil nymph
#

turns out ipadapter doesn't understand how to ID pikachu faces or whatever that is

mortal kite
patent magnet
tranquil nymph
#

at least the first guy was kind of hiding

mortal kite
#

"HEY WATCHA DOIN"

tranquil nymph
#

"may i recommend the white coat ma'am"

mortal kite
sacred jewel
mortal kite
silver sluice
tranquil nymph
sacred jewel
sacred jewel
tranquil nymph
#

not loading

sacred jewel
#

This one definitely does...

tranquil nymph
#

hmm where does this eclectic model come from? don't see it on google

sacred jewel
mortal kite
silver sluice
tranquil nymph
#

her legs are getting cramped up inside that clock lol

mortal kite
tranquil nymph
#

i have no idea how this workflow works but very cool results

mortal kite
tranquil nymph
#

there's a different picture of a guy in water with the SD3 model then somehow it turns into the other model and outputs the clock image

sacred jewel
#

Dall-E 3 runs on probably hundreds of H200s and is almost likely CONSTANTLY being re-trained live?

Who knows what the secret sauce is, but, it is definitely better than whatever fits on an RTX- 4090.

mortal kite
sacred jewel
sacred jewel
tranquil nymph
#

ah i'm just not familiar with some of the new nodes and connections, thanks. whatever this other model does takes the image to a whole new level

somber jackal
#

A girl, walking on the grass, full body, smiling

digital thorn
#

I got nipples! (on another image)

mortal kite
#

yes but probably male ones. It will just put mens nipples on

mortal kite
digital thorn
#

Nippeeals!

patent magnet
sacred jewel
#

I admit I may have **** a little ๐Ÿ˜„ ๐Ÿ˜›

tranquil nymph
#

that's one fancy cat

sacred jewel
faint breach
#

people hunting for nipples in the latent space like a desperate baby needing to nurse. just inpaint them. you're just making things harder on yourself ||๐Ÿ˜||

mortal kite
tranquil nymph
#

look it turned one of the circuit boards into a half can of Bang

sacred jewel
sacred jewel
tranquil nymph
#

Pony has some great anatomy, I thought it was really impressive. the realistic version

mortal kite
sacred jewel
tranquil nymph
#

I have no idea how anyone has the patience to train all those models or merge and spend days/weeks/months tuning parameters

torn wharf
#

"anatomy"

patent magnet
digital thorn
sacred jewel
torn wharf
thin quarry
#

the lengths people go for booba

mortal kite
#

Just use Pony it will fulfill your ever need.....

faint breach
#

i play factorio you want to talk about patience?

#

pony is peak for anatomy yeah just use that. "anatomy" we know what it means.

tranquil nymph
#

i beat only up version 1, does that count?

sage burrow
#

I'm not entirely sure what the thing on the bottom left is lol

sacred jewel
tranquil nymph
#

maybe it's a dragon furball

digital thorn
#

a creature covered in shaggy purple fur is curled up...says chatgpt

torn wharf
#

egg in furr coat

digital thorn
tranquil nymph
#

now i want a drink lol

sacred jewel
tranquil nymph
#

Tomb Raider 2, they were like triangles lol

digital thorn
patent magnet
faint breach
#

i remember a game on sega genesis, you coudl push buttons on player 2 as the logos came up and you'd see a nekkid lady. naughty dog has always been legend

tranquil nymph
#

these animals you're making sure have an expensive wardrobe

mortal kite
sacred jewel
sage burrow
#

I guess it does know of Dali afterall

odd basalt
mortal kite
#

god it takes forever to get something decent from this prompt.

torn wharf
#

there are a few categories that are underfit it looks like.

mortal kite
#

finding it impossible to get a good action scene like swinging a sword

#

a bit better gun on this one

sacred jewel
tranquil nymph
#

what the hell is that other unicorn head doing lol

mortal kite
tranquil nymph
#

negative prompt: "extra unicorn head yawning"

mortal kite
#

sd3 doesnt seem to listen to negatives honestly

mortal kite
faint breach
#

closest i could get to action. you can tell somethings happening at least.

sacred jewel
patent acorn
sacred jewel
sacred jewel
mortal kite
#

how do i make a gun look like it's firing? I've tried "barrel is exploding" and tried "gun firing" and tried "barrel is emitting an explosion". Nothing is working

tranquil nymph
#

can you reduce the CFG or whatever the equivalent is in Comfy

sacred jewel
mortal kite
sacred jewel
tranquil nymph
#

Seems like there's too much going on in the picture either lower cfg or denoise or both?

sacred jewel
# mortal kite are you using 8b?

I wish... nope... original is SD3 2B, then take the pixel and re-encode it for a second pass using Eclectic Euphoria SD3 perturbed model.

tranquil nymph
#

or number of steps

mortal kite
#

I give up on this prompt then..

#

freaking same prompt but with pixel art works. Damnit SD3 you picky ass bitch

digital thorn
silver adder
#

if you want to get (almost) decent looking planes from the side, then you'll have to play the seed lottery (sd3 8b)

patent magnet
mortal kite
#

I got decent planes the other day

digital thorn
#

Not sure why you'd put engine in the front like that

patent magnet
faint breach
silver adder
sacred jewel
placid swallow
digital thorn
#

Have we just found out that planes are living things? Since there is anatomy issues

sacred jewel
silver adder
#

it does the front of planes just fine

patent magnet
placid swallow
sacred jewel
# silver adder it does the front of planes just fine

Actually, not quite... Proportions are WAAAAYYYYY off... but I see what you mean... better than not. If it's of any consolation, Midjourney used to suck at it badly too. Haven't used it in a while so might be better now.

silver adder
#

especially when you try to prompt for a double-decker. it just craps out like with women lying on grass haha.

craggy crest
placid swallow
#

finish my daily pokemon gens, queue up some living planes next

silver adder
placid swallow
#

lol it's landing on a snowy runway in the middle of the desert sun?

silver adder
placid swallow
#

Goooood Morning Dubai, expect 3"-5" of snow on your commute today....

silver adder
tranquil nymph
#

Bro that plane behind you is about to crash into a house but you're concerned with your facebook pose

placid swallow
#

he's thinking about that sweet sweet maple syrup he has at home

#

got an oof right off the bat

tranquil nymph
#

very aerodynamic lmao

placid swallow
#

got that jay leno chin attached to the landing gear with no way to retract

tranquil nymph
#

also i'm not sure if planes have multiple wings on one side but this one has half a wing

low stone
#

Sd3 8b

placid swallow
#

well if you're into flying in circle i got the โœˆ๏ธ for you

tranquil nymph
#

what is this a Hindenburg Pikachu fushion

silver adder
placid swallow
tranquil nymph
#

omg that face is great

#

you should make a comic strip with those man/plane pics

digital thorn
placid swallow
#

๐Ÿซ are back

tranquil nymph
silver adder
placid swallow
#

dang got a real plane on like my 6th seed, upscaling now

tranquil nymph
#

beautiful

silver adder
low stone
#

You got better than I did

silver adder
placid swallow
#

dang that's what the luggage ppl have to deal with after we take off?