#๐Ÿ†•๏ฝœsd3

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raven fern
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huh

prisma rampart
bitter hearth
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got it

dry wave
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trading card

raven fern
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nice

dry wave
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not perfect, though

fleet meteor
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๐Ÿ’€ ๐Ÿ’€ ๐Ÿ’€

dry wave
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but you just have to give it a good prompt

raven fern
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did you try i2i with tcg? maybe it will capture it better?

dry wave
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you just have to set the aspect ratio correctly and describe that you want a card

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no need for i2i

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prompt is

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"A card from the Magic the Gathering trading card game. The top of card shows a Manticore, a chimeric monster with a lion body, bat wings and a scorpion tail. The title of the card is "Manticore of the burned land". The bottom of the card show his stats and skills."

raven fern
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can you try Pokemon and Yugioh? haha

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but that is some very good result

pseudo owl
brittle nexus
raven fern
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is this channel now gonna be all flux basically? lol

mortal mesa
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they should drop 4b

turbid grotto
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Thx but I can't find 4bit T5 sadcat

dry wave
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we can talk about sd3 when they drop a decent model ๐Ÿคทโ€โ™‚๏ธ whenever and if ever that will happen

raven fern
brittle nexus
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In two weeksโ„ข will be about 3.1.

young blade
bitter hearth
#

SD3 medium is still really good for photorealism

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its just not very flexible and it breaks super easily

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with SDXL you can do noise injection into cross-attention or key matrix and it won't break

young blade
dry wave
raven fern
raven fern
#

not bad

pseudo owl
# dry wave

pretty amazing, if the text was correct, its basically impossible to tell it from a real card

dry wave
#

nah, it only got the first part of the text correct

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maybe you can fix that with inpainting

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but I assume its just too small

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you probably need some kind of "detailer" workflow for that

raven fern
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time to print some cards and make money from home thomas

dry wave
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"A boy holds a card from the Pokemon trading card game in his hand, while smiling joyful. The top of card shows a Pikachu with a santa hat. The title of the card is "Santa Pikachu". The bottom of the card show his stats and skills. High resolution, 8k, best quality. Photography."

prisma rampart
dry wave
#

this model is just crazily good ๐Ÿ˜‚

pseudo owl
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yeah 100%, basically ideogram/dalle3 but open source

turbid grotto
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magic happened, why my text encoding are instant now

pseudo owl
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maybe you moved the text encoder to your gpu?

dry wave
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oh, its prompt understanding is far away from ideogram

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I would say its also not Dalle3 level

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but its photorealism is really good and overall I think its a competitive model

turbid grotto
raven fern
dry wave
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I also got sometimes bad images, but in general flux produces good quality on first shot

raven fern
#

yea flux is first tries champion

brittle nexus
raven fern
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im happy that cctv stuff is still a thing without a lora

prisma rampart
raven fern
#

damn, knows gta 5 nicely

prisma rampart
raven fern
#

lol

prisma rampart
raven fern
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dont ask me what i generated, just take it :3

fleet meteor
raven fern
#

good boi

dry wave
raven fern
#

lol

hazy kestrel
#

Flux and Auraflow are next level! Will stability be able to compete with them?

raven fern
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i didnt try auraflow 0.2, is it improved?

brittle nexus
raven fern
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they fixed the way they hold swords? ๐Ÿ˜ฎ finally

hazy kestrel
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Crispy details. ๐Ÿง

brittle nexus
hazy kestrel
raven fern
hazy kestrel
#

In only 4 steps very impressive

raven fern
#

im just generating with the online version, im not on my laptop

hazy kestrel
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What's happening in two weeks? ๐Ÿ˜ญ

raven fern
#

2.1 weeks

prisma rampart
raven fern
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wait, make a similar image, but with the old bike that has like a passenger seat, and then put Robin as well lol

signal shuttle
raven fern
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i think i just wrote: a scene from Grand Theft Auto 5

prisma rampart
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it sort of worked, cant really see the sidecar tho

fleet meteor
dreamy pawn
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Compared to what? I am thinking of getting a used 3090 at some point....is it a better pick than a 16gb 4070 ti (S) or amd 7900 xtx - 24gb?

sacred jewel
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swanks! ๐Ÿ˜‰

fleet meteor
brittle nexus
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I don't know why robin is a kid tho

keen falcon
prisma rampart
dreamy pawn
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Nvidia in Linux - mixed reviews? ๐Ÿ™‚

fleet meteor
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Also Nvidia is faster than AMD on AI as far as I remember

dry wave
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windows is never better to use xD

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cuda works fine on linux

sacred jewel
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What about Grass laying on a woman?

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DAMN YOU for stealing my joke first ๐Ÿ˜›

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t5xxl + clip_l

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t5xxxl ONLY... same results almost. Looks like Clip_l may not be doing much?

craggy crest
mortal mesa
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the clip L one looks better, the reflections, the little lights, even the head poses

craggy crest
dry wave
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CLIP-L and T5 are used differently

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only T5 is used for attention/transformer

sacred jewel
dry wave
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CLIP-L is only used as pooled embedding as extra conditioning. It don't have as much effect as T5 has

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there isn't. Only CLIP-L and T5

sacred jewel
craggy crest
rustic acorn
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Its easy to get spoiled by Flux's consistency with hands. There is still the cherry picking, but it nails most prompts I'm using the local install.

craggy crest
dry wave
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yeah, have fun retraining flux from scratch lol

mortal mesa
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i can type you win this time keyboard

prisma rampart
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good try flux, other than the backwards nose, but anything upside down is model cryptonite.

acoustic kite
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why on earth did it add a watermelon lol

signal shuttle
acoustic kite
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oh well, i went all in and asked it to add watermelons after this ๐Ÿ˜‚

acoustic kite
dull star
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lmao battery and watermelon flavours

acoustic kite
acoustic kite
sacred jewel
signal shuttle
prisma rampart
sacred jewel
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different schedulers

acoustic kite
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whattt it's too good at logos

young blade
fleet meteor
acoustic kite
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howwww

young blade
acoustic kite
noble coyote
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Just d/loading Flux.dev - is it worth all the "better than MJ" hype?!

noble coyote
# keen falcon

Is that true text quality of Flux? Or is it added later?

noble coyote
shell plaza
noble coyote
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Cool. Cannot wait ...

keen falcon
shell plaza
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generated now

noble coyote
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I'm impressed

shell plaza
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local

noble coyote
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We need an extra room for Flux discussions/imagery

keen falcon
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agree with that

shell plaza
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probably they have their own discord server for that

young blade
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flux seems to nail every style and almost spot on with prompt adherence

prisma rampart
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delicious

shell plaza
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the only thing about flux that atm from my perspective looks a bit worrying is the requirements to finetune or to make LORAs

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i've a 4090 and i'm wondering if i'll be able to make LORAs of it

icy drift
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You need FluxDev btw all, not Schnell.

shell plaza
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model is quite heavy

young blade
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yeah, it hurts the GPU pretty hard

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i like schnell tho too, a few wonky arms in it tho compared to dev

young blade
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using local ollama to create prompts from image inputs

icy drift
bitter hearth
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I don't even use control net lol

young blade
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cnet and lora come out...sd gonna be in trubs

icy drift
young blade
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haha, controlnet is my crack

sterile pendant
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trying out the flux dev version at 25 steps = 420 seconds per image. i cant even be mad.

icy drift
sterile pendant
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i just have to temper my patience like im doing blender work waiting on renders

young blade
sterile pendant
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im using it in fp8 mode, i only have 8gb vram, so shits slow as balls

icy drift
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2 more hours till I can get home and run my massive list of all-new tests.

sterile pendant
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i wonder if this is going to test my patience enough to do this shit downstairs on the 7900xt

icy drift
young blade
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anyone find a flux discord yet? nothing on their X/website/gitpage

sterile pendant
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schnell 4 step is like 60 seconds per image, which i can cope with

sterile pendant
frail shoal
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can we theoretically distill a 12b flux model into a smaller one like 4 or 6B. 3b even better ?

frail shoal
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i still don't understand why they didn't realease schnell with a lower parameter count than the teacher model

sterile pendant
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not terrible. i'd have to throw some other hybrids at it since they are a fun way to test how well it understands things

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and it's just male nipples and ken doll under the mask

frail shoal
sterile pendant
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dev

hexed dirge
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yes but it's so slow

sterile pendant
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im using kijai's fp8 model(the file size is massively reduced and since i'll never be able to run it above fp8, that's fine)

frail shoal
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something like 1.7x speeds, the thing fal uses to be fast

sterile pendant
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nope, wont touch linux. f'ing hate linux and i've used it plenty in the past, dozens of distros

sterile pendant
hexed dirge
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I'm with 4070 but get 24s/it

sterile pendant
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i get 15s/it

brittle nexus
hexed dirge
frail shoal
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if you care about speeds. The thing is i use adobe a lot and can't have linux, unless i virtualize windows lol, or dual boot

sterile pendant
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ddr4 3200, but i have a 13600kf

dry wave
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3090 => 1s/it

sterile pendant
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moist

hexed dirge
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fp8 or fp16?

dry wave
raven fern
dry wave
hexed dirge
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will try

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now

sterile pendant
sterile pendant
hexed dirge
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with fp8 I get 3s/it

dry wave
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otherwise: why would they even have cfg at all?

raven fern
hexed dirge
#

Requested to load Flux
Loading 1 new model
loading in lowvram mode 9811.074999809265
100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 20/20 [00:53<00:00, 2.65s/it]
Using pytorch attention in VAE
Using pytorch attention in VAE
Requested to load AutoencodingEngine
Loading 1 new model
Prompt executed in 97.64 seconds

sterile pendant
hexed dirge
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but what is the main differences between fp8 and fp16? Prompt understanding?

sterile pendant
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and with these being LLM based, you can put negative shit into the prompt. like saying "a human that isn't wearing a jacket"

dry wave
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I'm not sure if that is the goal. I think it just what happens during the distillation

frail shoal
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here is a provoking thought, can we have a better flux model by merging schnell with dev?

dry wave
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you cannot use cfg when you have low amount of steps anyways

sterile pendant
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right

dry wave
sterile pendant
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anyways, my point is, the goal will likely be to eventually do away with negative prompting and if you don't want certain things in your image, you'll just say that in the prompt

hexed dirge
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now it work in less than 1 min for 20 steps

dreamy pawn
hexed dirge
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I hope 5070 will get at least 24GB

rain current
sage burrow
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I think we need a Flux channel, this poor sd3 section!

karmic gale
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what is flux?

sterile pendant
vast condor
signal shuttle
# karmic gale what is flux?

Flux is a new opensource SOTA text to image model that is 12B parameters made by black forest labs, it beats SD3 by long shot in my experience

vast condor
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Do we know the technical requirements to run it local?

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Wondering if my 16g vram will cut it

signal shuttle
vast condor
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schnell sounds like an expletive

rain current
signal shuttle
frail shoal
sterile pendant
signal shuttle
sterile pendant
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<==== ich spreche ein bisschen Deutsch

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Well more than a bit. Like b1 level

hexed dirge
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last "flux" question. Do you have a good workflow with upscale?

frail shoal
signal shuttle
frail shoal
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and i'm talking about train difference which would train the difference between schnell and dev

signal shuttle
frail shoal
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so you train the difference of schnell and dev into schnell

signal shuttle
hexed dirge
frail shoal
signal shuttle
craggy crest
frail shoal
rain current
signal shuttle
hexed dirge
#

oh you use a model for upscaling?

craggy crest
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you go right ahead and try to merge a couple of 12 billion parameter models on your machine. tell me how it works

frail shoal
craggy crest
frail shoal
hexed dirge
noble coyote
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I have d/loaded 22Gb FluxDev.sft AND 22Gb FluxSchnell.sft

dull star
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kinder to your disk space too

rain current
hexed dirge
dry wave
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dev and schnell are both distilled variants from pro as Water lava but watery said

dull star
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exactly

craggy crest
dry wave
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yeah, whatever. Troll

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if merging works... who knows. I was surprised that merging TurboSDXL in SDXLBase works. But if it makes things better...

uncut river
dry wave
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regarding styles

uncut river
dry wave
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I made a small experiment with one of my favourite styles

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old dungeon and dragons book covers xD

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So I used the prompt
"illustration by Jeff Easley"

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to find out if the model knows who he is

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the image that came out doesn't look like images by Jeff Easley. But it looks rpg-like, so it seems to know the connection between "Jeff Easley" and "Dungeon and Dragons"

icy drift
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I'm home and back to testing at last! ๐Ÿ˜Š

dry wave
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so I tried the same again, but this time used different prompts for CLIP-L and T5

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T5 gets "an illustration by Jeff Easley"

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but CLIP-L only gets "an illustration"

icy drift
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It cannot do negation. (No other model has ever done negation, but since it shattered all my previous tests, I just had to try.)
a landscape without any color red, there is no color red anywhere at all

dry wave
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what comes out is an arbitrary illustration that has nothing to do with RPG

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this is CLIP-L and T5 both get "Jeff Easley" prompt

icy drift
dry wave
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This is only T-5 gets Jeff Easley Prompt

icy drift
dry wave
#

yes

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just look it up. You only have to set aspect ratio fine and do the prompt right

dry wave
icy drift
frail shoal
#

i can't seem to do vampire teeth with flux, any typical prompt ?

dry wave
#

anyways, what I wanted to find out with my experiment was: The T5 has no idea about styles at all

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maybe they did not trained on artists stuff at all

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the only knowledge the model has about that comes from the CLIP-L encoder

frail shoal
#

running on 6gb vram

icy drift
#

Not as cute as Stable Cascade, but yep. Works now. Also not what I came here to do!

uncut river
dry wave
#

same with "an illustration by Jinjo Ito"

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Only T5

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Only CLIP-L

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so only CLIP-L has any knowledge about artists :/

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this is not the case for "common knowledge artists" like Van Gogh

torn wharf
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clip-l is the one from sd2 right?

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i think even to this day, all the prompt meta is rooted in clip-g sd15 style prompting

icy drift
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New, never-passed-before physics test! Can it conform a draped sheet to an arbitrary 3d form??? ๐Ÿ˜ฎ Yes. Yes it can. I could say it's not perfect, but in all honesty I think it might just be "not the way I would have drawn it". It understands 3d forms and fabric physics.
A draped sheet completely covering a sportscar.
A draped sheet completely covering a pineapple.
A draped sheet completely covering a pyramid.
A draped sheet completely covering a minecraft creeper.

torn wharf
#

even when i use prompt expansion models from like fooocus or all the ones that dynamic prompts accesses, they all produce clip-g style prompting

low stone
# dry wave Only CLIP-L

flux or sd3? I'm not getting any response out of that prompt with jinjo, in either clip-L or t5. it's just a generic illustration. running fp16 flux dev and t5 fp16

dry wave
#

Flux

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using flux dev in diffusers

torn wharf
#

there's really no reason to use sd3 2b anymore imo. it needs juice

dry wave
#

(cause its always super fucking annoying to find out how to change text encoders in comfy and most time you need stupid plugins for that)

torn wharf
#

flux has stolen 2b's mojo

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triple text encoder node that's in the sd3 example workflows has always worked well for me

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the only confusing part is the folder name . t5 weights go in /models/clip/

low stone
torn wharf
#

does flux do away with clip-g?

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fekin crazy

low stone
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it would seem so

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only has clip L

icy drift
#

It can do accurate fluid form conformation, but the prompt makes a huge difference.
a ghostly mist eagle made out of smoke against a black background
misty smoke in the shape of an eagle, against a black background
misty curling wisps of smoke forming the shape of an eagle, against a black background

dry wave
icy drift
#

I cannot get it to do general form destruction. ๐Ÿ˜ฆ Can anyone find a magic prompt for this?
an exploded view of a guitar exploding into pieces, there are pieces of the guitar flying everywhere, it is shattered and cracked and destroyed and has fallen apart

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Yes, it can do a bat swinging a bat. Homonyms FTW.
An anthropomorphic bat swinging a red bat in a batting cage

icy drift
# low stone ```a guitar broken into 5 pieces```

It was able to cut sections out of it. That makes sense. I doubt it can independently manipulate those sections as 3d forms. It doesn't understand the component structures, only the entire structure.

torn wharf
#

dev and sch use the same vae ?

low stone
icy drift
low stone
dry wave
low stone
#

yeah and it won't "explode" them.

torn wharf
#

remember the movie "The Cell" ?

low stone
torn wharf
icy drift
#

The Euler sampler cannot do pie charts, but the LCM sampler can. (LCM is great at very straight lines and geometric shapes.) However, Flux doesn't understand the ratio proportions. (I had high hopes for a second on my first render, it was showing a 70/30 split.)
The pixelation here is what the model outputted.
A pie chart showing a 70% / 30% split.
A labeled pie chart. 70% (seventy percent) of the pie chart is blue. 30% (thirty percent) of the pie chart is red.

torn wharf
#

creepier than kroenenberg imo https://youtu.be/RNP4caHnknA

The Cell movie clips: http://j.mp/1L5JkyK
BUY THE MOVIE: http://bit.ly/2cenEZb
Don't miss the HOTTEST NEW TRAILERS: http://bit.ly/1u2y6pr

CLIP DESCRIPTION:
In Stargher's mind, young Carl (Jake Thomas) saves Catherine (Jennifer Lopez) from harm as a horse is vivisected in front of them.

FILM DESCRIPTION:
In this science fiction thriller, child ...

โ–ถ Play video
icy drift
#

This model will fine-tune for animation excellently. (Let's not think about how much VRAM fine-tuning needs though...)
sixteen images in a 4x4 four-by-four grid, animation frames, the animation shows a cat running

torn wharf
#

testing local flux on my 4080. dev is 100s gens and uses a little over 12gb

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now i can run all the prompts. ran out of free on the pblic labs. and those are over flowing now that eveyrone knows about flux

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bbl i gotta go out for a bit. got it running for when i get back at least

icy drift
#

Ummmm... I'm gonna say no. It cannot understand SVG. Probably reacting to the word "rect" a little.
<svg><rect style="fill:#FF0000; stroke:#00FF00; stroke-width:5;" width="100" height="100" x="0" y="0" ry="10"></svg>
(SVG is an image format usually used for clipart, and it is made entirely out of text that looks like XML or HTML.)

dull star
#

clip_l only, T5 only, both

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salad fingers, by david firth, wasteland

frail shoal
#

Does someone know why aligned scheduler works for flux but aligned your steps does not ? They are basically doing the same thing.

icy drift
#

Without knitpicking, these were done with the laziest prompting possible on one-shot. Normally you'd use controlnet. This is hands-down the most consistent anatomy I've seen out of a model. With controlnet, it would probably be perfect.
superhero doing a cartwheel
superhero doing a handstand
superhero doing a backflip
superhero doing a high-kick
superhero doing a t-pose

dull star
frail shoal
dull star
#

I don't even know what an aligned scheduler is

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but probably not then

frail shoal
# dull star I don't even know what an aligned scheduler is

Well it does the same thing and you can select sigmas from sdxl, SVD and sd1. But all of these work for flux however the ays node returns a black image. I'm thinking it's black because the the aligned scheduler has the option to set force sigma min true.

frail shoal
#

Without it would be black as well

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Btw has anyone tried the ode samplers with flux ?

dull star
#

its dog slow and I don't know if it has an improvement

frail shoal
#

Btw does anyone know a sampler that does a good job but requires less steps ?

icy drift
#

It can do solid particle cloud fluid-like conformation. ๐Ÿ˜ฑ To say nothing of the profound understanding of these 3d forms necessary for it to render them transparent so intelligently. This is just a phenomenal physics test pass. Somebody get this model a trophy. ๐Ÿ† ๐ŸŒŸ ๐Ÿ’ฏ โœ…
a transparent glass vase in the shape of a shark, filled with toy blocks
a transparent glass vase in the shape of a sportscar, filled with toy blocks
a transparent glass vase in the shape of a microphone, filled with toy blocks

frail shoal
#

@fossil pagoda you had a favorite sampler or scheduler I can't remember that did great pics with pixart sigma but it required less steps to work. Too much it would overbake. Do you remember?

rose skiff
#

Curious what y'all are using for finetunes of SD3? Is SD3 medium small enough that dreambooth becomes more comparable to a lora in terms of training time + ease of use + performance?

icy drift
#

It can do book covers but that's no surprise. I saw people doing movie posters on a stream.
a book cover, the title says "FLUX", the cover art shows a mad scientist with wild white hair in a caricature style

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Ummm... I'm pretty sure this isn't 180 degrees though. More like 120 or something. Still all the curves look very accurate. Maybe better prompting would do it. I'll probably come back to this and see if I can get something consistent that I can run through depth stereo conversion and test in my headset.
a 180VR fisheye lens photo of a mountain landscape taken from the porch of a log cabin

brittle nexus
icy drift
#

1920x1080 landscape in 464 seconds. VAE is running on the CPU. No RAM problems. This is definitely not Stable Cascade. ๐Ÿ˜ฎโ€๐Ÿ’จ
Also gave me a painterly style? I wonder if that's an artifact of the resolution or a problem with my prompt.
I'm switching to a prompt with HD photography tags, and starting a 4K render.

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Okay. 4K is rendering. I'm going to go watch That Time I Got Reincarnated In A Conference Room. Check back in a while.

acoustic kite
#

someone also mentioned turning down the denoising to 0.9 to get more photorealistic images

icy drift
# acoustic kite did you add lens settings? like 50mm etc.

I went with this. If it doesn't work, I'll go back to 1024x1024 and practice prompting for landscapes and mess with other settings. I still haven't experimented with any samplers except Euler and LCM.
raw photo, a beautiful Alaska landscape with snowy mountains in the background, with a lake in the center reflecting the mountains, surrounded by a field of wildflowers, in the sunlight, with a blue sky and white clouds, dynamic lighting and shadows, HDR, 4K, cinematic masterpiece, extremely highly detailed, white balance

karmic gale
#

just tried flux it's quite nice

#

far less censored than sd3

pseudo owl
karmic gale
#

now we need the big finetuner haha

acoustic kite
#

it's not quite there yet but it's close ๐Ÿ˜†

torn wharf
#

is this nsfw or sfw?

sage burrow
sage burrow
torn wharf
#

pretty thick lego lady so i wasn't sure

desert tendon
sage burrow
sage burrow
desert tendon
#

the 4 step turbo one is more censored (from what I've heard) - dev does NSFW for me

#

hmmm no sure on that tbh

torn wharf
desert tendon
#

will be trained a lot coming up anyway I'm sure

sage burrow
desert tendon
#

yea, pulled your image/wf and prompt may just be a bit TOO much.....looks like you are using dev

sage burrow
#

I always start with the most obvious when testing lololol

desert tendon
#

suuuuuuure ๐Ÿ™‚

sage burrow
#

hahaha

#

that prompt tells you 100% if it does NSFW or not ROFL ROFL ROFL

torn wharf
#

i'm annoyed that it's more like a lego board texture than it is a lego construction. but yeh, it knows things

sage burrow
#

But if it only ddoes SFW, then glif is faster than my poor coputer ๐Ÿ˜„

torn wharf
#

someone's gonna report that image and a mod's gonna come look at it and shake their head. lil time bomb of laughs for them to find

#

stability's got bigger concerns right now

sage burrow
#

Usually unless it has || nipples || it's sfw

#

you should have seen all the ladies laying in grass photos that used to get posted here lol

#

Now I want to do lego versions of famous statues ๐Ÿ˜„

torn wharf
#

i'm not even naughty prompting. there's one word "bsuty" that's doing it pretty sure. word that's been blocked from this server. 19 foot tall toy block statue of b**sty woman. The statue is built with colorfully miss matched Lego bricks. positioned outside of a building on the sidewalk. her hair is constructed out of lego bricks as well. the brick layers are clearly defined through the entire construction of the statue

#

the entire prompt is about lego and all the model is putting out is THICCCK ladies

sage burrow
#

smart to use miss-matched and 19 foot tall! I wouldn't have thought of those two things

cunning lintel
acoustic kite
#

using the same seed and a different prompt leads to really high consistency in the style, idk who needs to hear this

#

atleast it's useful for making game assets

torn wharf
#

sd3 still might benefit from all the style knowledge in clip-g yet. "Greg Rutkowski" meta came from how the clip tokens would direct the unet. not the unet itself. he actually came up not often in laion dataset

acoustic kite
torn wharf
#

that meta meant a lot less on refined models, but on the base model the knowledge the clip tenc is trained with is a big player

acoustic kite
#

same seed, different prompt :)

sage burrow
torn wharf
#

t5 isn't an image pair trained model so i don't think it matters. it has self attention and works on the paralel network. but the openclip L layer, thats SD2 right? that stil lhas some trics. Ornate was a gooder

#

you see you see? same seed. same prmpt. i just threw ornate on the back of the first image

#

haven't gotten around to remembering all my old sd2 keywords yet.

sage burrow
torn wharf
dry wave
torn wharf
torn wharf
dry wave
#

I played around with style prompts separately on T5 and CLIP-L

#

"illustration by Jeff Easley" CLIP-L only

#

same prompt, T5 only

#

"Illustration by Jinjo Ito" CLIP-L only

#

same prompt with T5 only

#

so the very few style information Flux can deliver comes only from CLIP-L

#

at least for copyrighted artists

#

common artists like Vincent Van Gogh can be prompted by both

#

"painting by Van Gogh" CLIP-L only

#

same prompt T5 only

torn wharf
#

my biggest disappointment is that no matter how i approach it i can't get a flux capacitor

dry wave
#

unfortunately, CLIP-L can only shift the style in the right direction, but it cannot safe the thing. Like the image above looks nothing like "Jeff Easley".

#

Either Flux does not have much arts in its training data (for copyright reasons) or they used some automated captioner method that removes all style information alltogether and leaving only a content description

torn wharf
#

a warrior riding on the roof of a DMC delorean illustration by Jeff Easley

sage burrow
#

Flux can't count arms! It does great at fingers though, on all THREEE arms lol

torn wharf
#

i think its the classic distillation problem i've faced a few times. classes get compressed down to a style that overtakes the whole thing. every painting looks the same. every illustration looks the same. but if you tinker, you can evoke the depth of knowledge better. the latents are just a little bit galvanized for the time being.

less steps helps. that was 10 steps eular.

sterile pendant
torn wharf
#

flux pro is their money model. that's what they're intending to use to build all the public weights they release. distillations

torn wharf
pseudo owl
#

just use 6 step with schnell, its a lot better then 4 steps(it can even do nsfw to some degree then)

sterile pendant
#

Yeah probably

#

It's a big enough model though that it still has plenty of variety

torn wharf
#

i wanna get embeddings going on it. i wonder if sd2 embeddings would work

low stone
dry wave
#

SD 1.5 only

#

they should work, but probably won't help much.

#

CLIP-L is not part of the attention/transformer

torn wharf
#

sd3 feels like fusion in dragonball to me. like, all the parts were there ready to fuse together. but 2b became veku. Still pretty awesome and strong, but not cell killing strong you know? so blackforest tried again with more zen and formed gogeta, the true SD3

#

i'm not sure there's any reason to load sd3 anymore

craggy crest
torn wharf
#

doesn't seem to know vegeta. it just keeps drawing him like goku. BALLS

sacred jewel
cunning lintel
#

yay, flux can to texts on the back of a tshirst \o/

sacred jewel
torn wharf
cunning lintel
#

lol, that was just a prompt i tried with sd3 8b and was the first disappointment, this time with flux, it's better, it's much like ideogram (ideogram still a bit better)

icy drift
#

Huh. Can it just not do 4K? 3612 seconds for 3840x2160.

#

Gonna try hires fix 1920x1080 scaled up to 3840x2160. That might work? Hmm.

cunning lintel
#

but it's def a slow model, and there'll be a lot of room for lighter ones

icy drift
bitter hearth
#

I found ideogram okay

#

It feels like dalle

dry wave
#

it has best prompt understanding over all models

bitter hearth
#

The new one at least

dry wave
#

aesthetics is mediocre

torn wharf
pseudo owl
torn wharf
#

close

#

||Trogdor was a man. He was a Dragon Man. No wait, he was just a DRAGON. TROGDOR! BURNINATING THE COUNTRY SIDE! BURNINATING THE VILLAGE! An S shaped dragon with a human arm with huge bicep and human colored skin. Fire breathing.||

icy drift
#

Got a hires-fix workflow. This was 512x512 -> 1024x1024

#

Gonna try now for a 1920x1080 -> 3840x2160 and see what happens. It'll be a while.

brittle nexus
#

The encode files for flux are the same from Sd3?

pseudo owl
sacred jewel
brittle nexus
dry wave
#

no, clipl and t5 are the same

pseudo owl
brittle nexus
#

tks

sacred jewel
#

An evil bat swinging a bat in a batting cage

frail shoal
#

vampire utopia with schnell

torn wharf
frail shoal
#

I can't believe this silence from stability. I don't even fathom what they are thinking.

cunning lintel
#

They released a 3d thingy yesterday and showcased sd3. 1 2.xb on twitter (sadly only with basic prompts)

brittle nexus
cunning lintel
#

The only good response is to just deliver a good model, which is still WIP, 2 weeks, and such

torn wharf
#

i like that style. don't speak. just do. that's what bf did

#

feels refreshing

frail shoal
#

yeah but i would have thought they would be a little more active on discord, at least when SOTA drops on their discord

wheat stag
#

guys

frail shoal
#

i'm not gonna call it flux anymore. The new name is SOTA lol

wheat stag
#

how do we get stable diffusion 3 ive been

#

trying to download it for four hours

#

I am

#

very dumb and desperate

brittle nexus
# frail shoal I can't believe this silence from stability. I don't even fathom what they are t...

SD3 team has shared some generated results from the WIP training SD3.1 (not done training yet). comparing them with Robin's Flux 3.1 Pro using the same prompts. The 3.1 model is almost on par with Flux Pro in terms of quality, but it's nearly 5 times smaller, with only 2.5b

cobalt moon
cobalt moon
#

well it's not hard to think that SAI is undergoing mass internal structural reform.

#

and that take them so long

#

again I suspect if Emad ( biggest shareholder for SAI ) and other shareholders will allowed any "meaningful" changes or just "eh, just do it idc"

wheat stag
dry wave
#

I mean, of the 17 authors of the SD 3 technical paper,. 14 authors are now working on Flux

#

including Robin who was I think the leading ML scientist at SAI

wheat stag
#

i dont got automatic111 or any of that stuff the only thing I've successfully downloaded is this thing

cobalt moon
#

... do you have any webui downloaded?

#

say ComfyUI.

cobalt moon
wheat stag
#

Sorry

#

but i'm a fast learner just lmk what to do ill do it in 5s

dry wave
#

and to be honest. Flux was the nicest release for long time

cobalt moon
#

oh yeah you should have download the webui first, anyway you have two major choice, A1111 and ComfyUI.

For your case A1111 would be a suitable choice.

dry wave
#

not the typical SAI drama

brittle nexus
dry wave
#

with stupid hypes, delays, drama

wheat stag
cobalt moon
sacred jewel
dry wave
#

I don't know how much Black Forest Labs are interested in continueing open source and open weights

cobalt moon
wheat stag
dry wave
#

but as SAI seems to be not interested into open source anymore it cannot get worse

rain current
dry wave
cobalt moon
#

wait

#

guy

dry wave
#

including both leading researchers

cobalt moon
#

if so, wasn't the timeline messed up

#

I mean the resignation happened in March right?

#

and SD3 release in June or July

dry wave
#

and yes, the SAI twitter post is ridiculous. Even with SD 1.5 and a good finetune you can make stunning photos of dogs. That's not what anybody is interested in

wheat stag
#

just downloaded it

cobalt moon
dry wave
cobalt moon
#

fake SD3 whatever they called

dry wave
#

I guess they just start training a new model what they then delivered as SD3 medium

#

they even said that the model was not properly trained. So I guess it was more or less some exit-plan to keep people calm down

wheat stag
rain current
#

So now I understand why Flux is so good

dry wave
brittle nexus
torn wharf
#

i get better trogdors with this approach. The shape of an S with green scales. At the top of the S shape is a dragon head with a black V between the eyes representing angry eyebrows. Attached to the top of the S curve are a pair of small wings. Attached to the bottom are two capital black L letters representing his legs. A large human arm is at the middle of the shape, attached to the S shape at the shoulder. Large human bicep arm. in the background is a country side, burning village in the distance

#

cant get that man arm though

dry wave
#

I would recommend InvokeAI if you want an easy UI, but that one won't support SD3. For SD3 you can use Comfy or SwarmUI

sage burrow
cobalt moon
brittle nexus
#

reforge is pretty good too

torn wharf
#

honorable mention but was a different sampler

cobalt moon
#

the difference between A1111 and Reforge is quite small isn't it?

cobalt moon
#

after A1111 somehow pull a tons of feature update and performance fixes in 2 days

sacred jewel
torn wharf
#

TROOGDOOORRRRR

sacred jewel
torn wharf
#

BURNINATING THE COUNTRYSIDE

#

BURNINATING THE LAST SUPPER

sage burrow
#

Did everyone give up on sd3 already? lol

torn wharf
#

if something new happens for sd3 i'll move over

cobalt moon
torn wharf
#

give it some space

#

until then, trogdor was a man.

#

he was a dragon-man

#

(really not sure how jared leto and willem dafoe ended up in this)

#

little bit peter stormare too

sage burrow
sacred jewel
torn wharf
#

all the peter stormare prompts. is kinda like him consistently through the fashion show, but only kinda

sacred jewel
sage burrow
sacred jewel
sage burrow
sacred jewel
bitter hearth
#

waow where are the balls at

#

I come here and no balls

#

agony disappointed

prisma rampart
sacred jewel
torn wharf
#

arnold on the catwalk. or at least what arnold prompt does. No time for balls we got a lot of latent ground to cover

prisma rampart
sacred jewel
bitter hearth
#

you people using flux?

sacred jewel
bitter hearth
#

the new release takes a lot of resources but quality is high, and ppl are referring to this as the sd3 we should have had

sacred jewel
bitter hearth
sacred jewel
bitter hearth
#

im patiently downloading the 23gb model file

fleet meteor
prisma rampart
torn wharf
torn wharf
#

their next goal is to release a SOTA text to video model

prisma rampart
torn wharf
bitter hearth
#

black forest labs?

#

ahh nice nice

#

black forest labs kinda has a vibe of a dark symphonic metal group

errant dust
bitter hearth
errant dust
#

So does this already work in comfy without requiring 24 GB of vram?

bitter hearth
#

should

bitter hearth
#

people are already using it on comfy

#

i have 12gb vram

#

and 32gb ram

#

keeping my fingers crossed

fleet meteor
fleet meteor
errant dust
#

Please precede these images with the letters NSFK (not safe for keyboard). My drool seeing them is endangering my hardware

bitter hearth
errant dust
#

Woah

bitter hearth
#

i have 2 ssd drives, both at 512gb limit

#

im not hoping to mess with page files

#

im on windows 11 btw

fleet meteor
sacred jewel
bitter hearth
#

some people were saying flux locks up their system briefly when rendering with vram lower than 16gb

errant dust
#

well I have 8, so..... gues we'll see

sacred jewel
fleet meteor
fleet meteor
bitter hearth
sage burrow
prisma rampart
fleet meteor
bitter hearth
torn wharf
#

the majestic salmon returning home to find their mate

bitter hearth
#

some suggestions offered in that page

torn wharf
fleet meteor
torn wharf
#

really? nobody knows the movie. bacon in a warehouse leaping around

prisma rampart
fleet meteor
prisma rampart
bitter hearth
#

Balls

#

waow ๐Ÿ‘

prisma rampart
bitter hearth
fleet meteor
bitter hearth
#

btw you'll have to update comfyui for flux type support

sacred jewel
fleet meteor
sacred jewel
bitter hearth
#

oh shit its slowing my pc as i try to render

prisma rampart
bitter hearth
#

molasses guys molasses

sacred jewel
bitter hearth
brittle nexus
bitter hearth
#

i like the texture so much

#

no quality prompt like high res and all that ...

prisma rampart
# sacred jewel Prompt?

retro-futuristic painting by vincent di fete (giant evil grinning balls:1.2) magazine cover by beksinski

torn wharf
bitter hearth
#

time to have fun

ember coyote
torn wharf
#

not too soon?

ember coyote
#

Never too soon

brittle nexus
bitter hearth
#

trying a big chunk of prompt

#

all fun and good but eventually i'll have to play with rendering girls

#

damn...

sacred jewel
bitter hearth
torn wharf
#

remember this tv show?

brittle nexus
torn wharf
#

it had a good run it was really popular for a bit

#

member?

brittle nexus
torn wharf
#

maybe this one is easier

#

was a really good show

brittle nexus
torn wharf
#

ba ba baaaa bababa baaa. babababa baba baabababa baah

#

ok bye gang. have fun with the tru sd3

torn wharf
bitter hearth
torn wharf
#

Sd3 is in a state of flux

bitter hearth
#

haa

#

funny

brittle nexus
rain current
young blade
#

why is it so hard for all ai models to make a pickaxe, seems like a trivial tool to recreate

#

a dozen generations with flux and still not quite

cerulean gorge
young blade
sage burrow
torn wharf
#

friday flux hour. welcome to the twilight zone. its time to get smooth

sage burrow
#

Flux pro

torn wharf
#

late night in the flux zone

noble coyote
#

Flux.Schnell, t5xxl_fp8_e4m3fn Clip, 1024x1024, 8Gb VRAM RTX2070, 64Gb RAM, prompt = A giraffe in a red hat, reading a blue book. A green frog is on the hat, and a yellow snail is on the frog. 130 seconds to produce!

remote holly
#

Flux shnell is the distiled model ?

torn wharf
#

come enjoy the sultry styles of mrs rabbit, down at the flux lounge. late nite at the flux

noble coyote
#

Flux.Schnell - prompt = Trees in the dark is a hand-painted painting by the artist Karen Kaspar in landscape format. Watercolors, ink and acrylic paints were used.
Under a dark sky stands a row of trees with dark trunks and dense dark foliage. The silhouettes of the trees are subtly illuminated from behind by the moonlight at night. The picture is painted in a mixture of blue and black hues and radiates tranquillity and a mystical atmosphere.

remote holly
cursive veldt
#

s generating 2 images with Ultra, using prompt a poorly photographed image of a foolish looking person drawing a really crummy attempt at a bad horse

noble coyote
#

See my giraffe picture above - nearly 100% correct!

#

'cept the snail was not on the frog as described

remote holly
#

Looks good , and you can combine with t5

noble coyote
#

Prompt = A cartoonish dog with intricate, colorful designs all over its body stands against a backdrop of lush green leaves. The stylized patterns on the dog include various shapes, symbols, and colors, creating a whimsical appearance.

#

Excellent clarity - and very good prompt coherence

#

Prompt = Steampunk Agostino Arrivabene Rob Gonsalves Remedios Varo Leonora Carrington Dorothea Tanning Wolfgang Lettl Hieronymous Bosch two guitars playing by a chicken and fox. So cool!!!

#

Text is much better than 2B SD3 - but not quite at Ideogram standard! The sign was prompted to say "Chicken & Fox Rock!"

craggy crest
noble coyote
#

Here is one with the text as asked for ...

#

... nearly!

#

New York City peruvian arpillera style of victo ngai, henry rousseau, vladimir kush, canaletto

sterile pendant
#

According to the CEO of Black Forest, the released versions of flux will not be fine tunable. Then again, they are already distilled models anyways

noble coyote
#

This is so cool - and waaaay better than 2B!!!

#

Even w/out finetuning - flux is knocking 2B out-of-the park!!!

sterile pendant
#

Just throwing it out there for the degenerates expecting some pony version of it

noble coyote
craggy crest
noble coyote
#

Yippee!!!

sterile pendant
#

Yeah I'm starting to develop Stockholm syndrome for the 5min dev model times lol

sterile pendant
craggy crest
sterile pendant
#

Sd3 still kicks ass

#

The one thing I don't like about flux is it's so aesthetic that it's really hard to get it to do ugly stuff or poor quality stuff

#

Like I was trying to make sketchy looking trailcam shots of cryptids with poor photo quality and it just won't do it without them looking high quality

torn wharf
#

lower steps

noble coyote
#

Start prompting "anti-aesthetic" words like grunge, distressed, dystopia, rough texture, gritty, dark etc

sterile pendant
#

Oh I know what I'm doing with wording, just saying, they still come out too good looking. I'll pop out some examples in a bit, working on something else right now

sterile pendant
#

Yeah it does, but that's still too high quality

#

I'm talking pics with terrible exposure, bad flash, etc etc

sterile pendant
#

Still too normal looking

craggy crest
noble coyote
#

Un-normal

#

๐Ÿ™‚

sage burrow
noble coyote
craggy crest
noble coyote
#

There needs to be modifiers as in MJ to tone down saturation/brio/smoothness. Some of the material produced by Flux is way antiseptic and lifeless

sage burrow
#

Not sd3, but you het the idea

torn wharf
#

sd3 do bad security footage better so far

sage burrow
sterile pendant
sage burrow
sterile pendant
#

the spirals and the trypophobia stuff

#

ahh damn, knew it lol

#

oh duh, says it in the image

sage burrow
noble coyote
sage burrow
#

We just need a SD3/Flex comfy workflow now ๐Ÿ˜„

fossil pagoda
sage burrow
noble coyote
#

This is way cool!

sage burrow
noble coyote
#

Good with limbs and fingers ...

hallow lion
tough viper
#

Whatโ€™s the point of flux having a non commercial license?

#

What are being gonna do with it then?

hallow lion
#

shnella is comercial u can do whatever the f u want with it ๐Ÿ˜„

#

apacheeeeee

#

train it

#

Fluxpony

icy drift
#

I'm getting this weird banding effect at 4K. There are vertical stripes with a canvas-like texture on the mountains. ๐Ÿ˜ฆ

#

Maybe it's the settings I'm using. ๐Ÿ˜ฎโ€๐Ÿ’จ

bitter hearth
hallow lion
#

i only seen similar with upscaling

bitter hearth
hallow lion
#

im never sure if the images posted here are flux or kolors or any other better model at this moment

#

XD

bitter hearth
#

well these are flux

hallow lion
#

It's amazing isn't it...

#

Without controlnets, lora, refining, and ipadapters and even negative prompts it beats the competition.

#

All ym fancy workflows trying to make sdxl and sd15 great feel obsolete

bitter hearth
#

for a base model it's definitely very good, but having controlnet integration will make it more powerful

hallow lion
#

of course, cant wait

#

i hope it gets on civit

bitter hearth
#

yeah... flux is a surprise

#

i had no idea this project was in the works

hallow lion
#

its better to come out of nowhere and surprise everyone rather than create hype and then not live up to it

bitter hearth
#

lol

#

sure

#

an user already uploaded a pruned version of the model .. narrowing a 23gb file to 11gb

#

and people are already planning on fine tuning it

hallow lion
#

yeah the community moves fast when there is no licensing issues hindering

bitter hearth
icy drift
icy drift
hallow lion
#

ah yes it was onyl a matter of time ๐Ÿ™‚

icy drift
#

Has anyone experimented with samplers / schedulers yet? I'm wondering how they affect detail / text / anatomy / realism / lineart / architecture.

#

Euler has never been great at details. Looking for an efficient way to experiment now.

signal shuttle
sullen moss
icy drift
signal shuttle
hallow lion
#

definietly video is next

#

but first: consistency please

#

We cant tell stories without consistency

sullen moss
icy drift
icy drift
#

80GB VRAM and $3/hr. The model is 12*4 GB, so 48GB. You need the weights and the error accumulation in memory, so 96GB, and you need the latents and VAE and CLIP, I think you need at least 2 H100s, but let's say 3 to be conservative. That's $9/hr.

#

If it takes a week to finetune (I have no idea), that's 24hr x 7 days x $9, or $1500.

#

Hmm.

#

It's not like I couldn't just splurge if no one else is going too. It's not ridiculously expensive. But I don't know how.

signal shuttle
hallow lion
#

Some billionaires maybe lol

icy drift
#

I'd probably end up spending $1500 and get some kind of error when the week was over. ๐Ÿ˜•

hallow lion
#

In spite of almost everyone beign broke there is always some ultra loaded folks

signal shuttle
#

Unless we manage the optimize the model training for flux its simply too expensive for the normal person

hallow lion
#

Call Musk.

icy drift
sullen moss
halcyon vessel
#

Image/prompt:photo realistic style anamorphosis 3d, by Charles Renee Mackintosh, Ernst Haeckel, Art Nouveau book illustration, black colour glossy woman from ballet lake, dancing with handsome man
walking a huge man in a loincloth, hue dog
by Jean-Baptiste Monge, Caravaggio, Michelangelo, Beeple, Beksinski with beautiful woman in soft lush curly warm brown long hair,
perfect symmetric eyes, dim smile, wearing decorated aesthetic
rich colored patterns of huge deformed scarecrow hat and

hallow lion
#

Pony man? anyone who made the big names, realvis, juggernaut, epicphotogasm

signal shuttle
signal shuttle
craggy crest
icy drift
#

Hmm. I wonder if it really doesn't need finetuning. Have to seriously think about this.

#

I think in general I just like the idea that there are many people helping make open source models better, not just one team.

#

If NVidia would just relead a 128GB card this wouldn't be a problem.

signal shuttle
icy drift
icy drift
#

But, more importantly!

#

You need a reason to finetune. Does it need it?

hallow lion
#

Well

#

yes

#

a tiny bit

#

but more importantly it needs controlnets and ip adapters

#

its wodnerful but we dont even have negative promts options now

#

veyr little control

craggy crest
signal shuttle
# craggy crest Don't play lawyer please

"Restrictions. You will not, and will not permit, assist or cause any third party to

use, modify, copy, reproduce, create Derivatives of, or Distribute the FLUX.1 [dev] Model (or any Derivative thereof, or any data produced by the FLUX.1 [dev] Model), in whole or in part, for (i) any commercial or production purposes" straight from the license on hugging face

hallow lion
#

yeah we cna only play with shnell

craggy crest
icy drift
craggy crest
#

You have no way of knowing what contract someone making fine tunes has with BFL

signal shuttle
# craggy crest You are 1. NOT a lawyer and 2. NOT black forest labs. Drop it

"FLUX.1 [dev] Non-Commercial License

Black Forest Labs, Inc. (โ€œweโ€ or โ€œourโ€ or โ€œCompanyโ€) is pleased to make available the weights, parameters and inference code for the FLUX.1 [dev] Model (as defined below) freely available for your non-commercial and non-production use as set forth in this FLUX.1 [dev] Non-Commercial License (โ€œLicenseโ€). The โ€œFLUX.1 [dev] Modelโ€ means the FLUX.1 [dev]โ€)." read it, what does it say? which company the license belongs to?

craggy crest
#

Either drop it or I'll report you

signal shuttle
hallow lion
#

dont mind him

icy drift
craggy crest
#

That is strictly between the creator and black forest, and no one else

hallow lion
#

ignore

#

he is terrible to everyone here

#

we just tlerate him

signal shuttle
hallow lion
#

block him

#

since the mods dont do their job

bitter hearth
hallow lion
bitter hearth
#

i already blocked him once, then unblocked, i see crystalwizard goes around bullying everyone

signal shuttle
hallow lion
#

It was so nice here befor ehe showed up

#

everyone hates him

bitter hearth
hallow lion
#

That one idiot bully every group must have huh

signal shuttle
bitter hearth
#

im talking about feasible options for fine tuning

icy drift
signal shuttle
bitter hearth
#

the donation part comes from merits and community records

hallow lion
#

Well why don't we just wait for the cost to come down lol

bitter hearth
#

ok dude im not interested in pointless theoretical talks

hallow lion
#

no need to be on the bleeding edge.....

icy drift
#

Well, I'll move on after this: If any of the Civitai creators whose models I regularly use ask for funds, I will donate somewhere between $100 to $300 probably. (And, to be perfectly honest, I would be fine with paying $1500 for the GPU time if I was 100% sure I could do the code myself without failing.)

bitter hearth
#

yeah with merits to show and their records its easy to contribute to a project

#

and its not like every individual are going to donate a large sum, that's the thing about strength in numbers with people donating different sum and not breaking anyone's bank

signal shuttle
bitter hearth
#

yeah some might chip in for $10 some $20 and so on... it accumulates

#

im not cherry picking these images

signal shuttle
#

Bro how does flux do maps and borders so well???

bitter hearth
#

each render is pretty sweet

acoustic kite
#

consistency test

#

same seed, different prompt

bitter hearth
#

try that with sd3 medium you'll get botched up crap every after one render

icy drift
#

๐Ÿ˜ฑ Guys this is way faster!

signal shuttle
icy drift
#

17 seconds.

bitter hearth
#

this is why there are nodes like CADS which try to raise diversity

icy drift
acoustic kite
bitter hearth
#

oh its same seed

signal shuttle
acoustic kite
bitter hearth
#

ah if its same seed that's different yeah

hallow lion
#

Creativity in AI is wonderful but once you have something you want to reuse like a character object or scene it should be able to stay consistent with that module

bitter hearth
#

what I mean was more that
different seeds should be diverse

icy drift
bitter hearth
#

but yeah within one seed, if you make a small change its nice if it can change only a small amount

signal shuttle
icy drift
#

I'm getting a huge range of speeds for render times and I don't know why.

bitter hearth
#

render time varying is strange

acoustic kite
bitter hearth
#

I find really weird seeds sometimes

icy drift
#

This is the most detailed and rich setting I've found. (And it's the best by a pretty decent margin.)

acoustic kite
bitter hearth
#

I use beta too ๐Ÿ˜„

molten thicket
#

a dog driving a bike

icy drift
signal shuttle
#

Flux dev is really awsome

icy drift
#

But I haven't tested for anatomy or text or anything. Just for intricate details.

bitter hearth
#

oh you can get better detail from some very slow samplers
that require custom nodes

#

like RK4, implicit adams or implicit midpoint

#

but it takes a long time

acoustic kite
#

beta (left) vs normal (right)

#

or maybe it's the opposite...

#

hmm

#

wait ๐Ÿ˜‚

bitter hearth
#

can't test it on this image lol

#

its nearly a zero detail image

#

blurry focus of squishies

acoustic kite