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Discussion of free and open source text-to-image models

Previous /ldg/ bread : >>101819993

>Beginner UI
EasyDiffusion: https://easydiffusion.github.io
Fooocus: https://github.com/lllyasviel/fooocus
Metastable: https://metastable.studio

>Advanced UI
Automatic1111: https://github.com/automatic1111/stable-diffusion-webui
ComfyUI: https://github.com/comfyanonymous/ComfyUI
InvokeAI: https://github.com/invoke-ai/InvokeAI
SD.Next: https://github.com/vladmandic/automatic
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI

>Use a VAE if your images look washed out
https://rentry.org/sdvae

>Model Ranking
https://imgsys.org/rankings

>Models, LoRAs & training
https://civitai.com
https://huggingface.co
https://aitracker.art
https://github.com/Nerogar/OneTrainer
https://github.com/derrian-distro/LoRA_Easy_Training_Scripts

>Flux
https://huggingface.co/spaces/black-forest-labs/FLUX.1-schnell
https://comfyanonymous.github.io/ComfyUI_examples/flux

>Pixart Sigma & Hunyuan DIT
https://huggingface.co/spaces/PixArt-alpha/PixArt-Sigma
https://huggingface.co/spaces/Tencent-Hunyuan/HunyuanDiT
https://huggingface.co/comfyanonymous/hunyuan_dit_comfyui
Nodes: https://github.com/city96/ComfyUI_ExtraModels

>Kolors
https://gokaygokay-kolors.hf.space
Nodes: https://github.com/kijai/ComfyUI-KwaiKolorsWrapper

>AuraFlow
https://fal.ai/models/fal-ai/aura-flow
https://huggingface.co/fal/AuraFlows

>Index of guides and other tools
https://rentry.org/sdg-link
https://rentry.org/rentrysd

>GPU performance
https://vladmandic.github.io/sd-extension-system-info/pages/benchmark.html
https://docs.getgrist.com/3mjouqRSdkBY/sdperformance

>Try online without registration
txt2img: https://www.mage.space
img2img: https://huggingface.co/spaces/huggingface/diffuse-the-rest
sd3: https://huggingface.co/spaces/stabilityai/stable-diffusion-3-medium

>Related boards
>>>/h/hdg
>>>/e/edg
>>>/d/ddg
>>>/b/degen
>>>/vt/vtai
>>>/aco/sdg
>>>/trash/sdg
>>
TY baker
>>
So the thread was kil?
>>
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ldg bros.....
>>
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Thanks for bread
>>
>>101823748
You're telling me it wasn't related to the children in lingerie?
>>
>>101823748
Why do I feel like each fucking general has one or two insane schizo like this.
>>
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>>101823789
Because it does.
>>
>>101823783
They were reported one after the other and the user IP banned.
It's just that he uses another one and continues with this crap.
>>
>>101823789
it's all they have in their life
>>
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>>101823789
Just few homosexuals who arent getting their roleplay
>>
>>101823803
I get that the user is being reported / banned / and ban evading.
My question was in regards to whether that was related or unrelated to the thread getting axed
>>
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>>101823850
Obviously related.
>>
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We are so back.
>>
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>>
a fine endorsement from dweebs
>>
>>101823913
Don't reply, just report and ignore
>>
>>101823913
don't take the bait. report and move on
>>
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personally I prefer them 2D
>>
>>101823789
There are many schizos like this on this site, debo not being accepted has caused him to go nuclear again. He did this when the pastebin was added to the OP
Guild wars 2 had a schizo that would do everything in his power to nuke the thread for years
>>
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>>101823944
I personally prefer them adult and succubi
>>
>>101823948
/vg/ has one particular schizo that seems to bait in every thread, farquaad
>>
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>>101823948
I don't think I've ever seen a popular thread without one.
>>
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>>101824018
cool style
>>
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>>101824024
ty migu
>>
>>101824023
It just shows the level of loser to be this spiteful. He can no longer get the attention he craves (positive or negative) and is going insane
>>
>>
>>101824023
is this on cfg 1?
>>
>>101824072
>>101824024
>>
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>>101824113
I look like that
>>
>>101824112
He's been at this for over 2 years we tried that and he doesn't stop. We even made a new general
>>
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Sonic is more powerful than Miku in Flux.
>>
>>101824134
over there, here we can just ignore it, he will keep spiraling, trying to generate fake contributions to the other thread. but the more he does, the more people flock over here.
>>
>>101824154
Can you make him spit out an egg like king piccolo?
>>
>>101824113
>>101824152
this is great
>>
>>101824134
And retards like you keep taking the bait. It was fine until a couple of days ago when he started up and all the newfags gave him attention. Say nothing more about him, you are taking the bait, and I am taking it second hand to call you a retard for taking it.
>>
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>>101824179
This
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>>101824166
If I wasn't a promptlet probably
>>
>>
>>101824215
super cool.
>>
>>101824215
i love this
>>
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>>101824111
4
>>
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Is there a minimalist cli tool for running flux like llama.cpp?
>>
>>
>>101824215
odd but i like it
>>
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>>101824251
I miss when console covers had babes.
>>
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Can't really seem to capture the process, only the outcome
>>
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>>101824340
Very cool but I doubt you could make the same creature again
>>
>>101824350
fr ong
>>
>>
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Evolution. 1/3
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>>101824399
2/3
>>
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>>101824422
3/3
>>
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>>101824399
cute, catbox please?
>>
>>
>>101824457
No catbox needed I am not doing anything fancy, just the default workflow. The prompt was
>An indescribable creature from an alternate dimension and reality
>>
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>>101824448
This would make an excellent wallpaper
>>
"this is her weight loss transformation" with "fat/belly" in the negative and other slim/thin body descriptors in the positive seems to be a good hack to get nipple nudity (or at least what flux considers nipples).

works well for resampling into an SDXL or Pony model.
>>
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>>101824560
If you want nipples just put the nipples back on with Pony.
https://files.catbox.moe/h8avmw.png
>>
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>>101824215
Rad
>>
>>101824261
kek'ed
>>
>>101824646
This is incredible.
>>
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>>101824661
>>
>>101824605
Thanks anon this is probably a better approach, although we were kind of doing the same thing. I was identifying text boxes using Florence and resampling the rest of the image, and then resampling the text box at a low denoise so it blended.
>>
>>101824646
Maus
>>
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>>101824674
this is exactly why local is the best, we aren't forced to play by the API's cucked rules anymore with flux, we have complete freedom, feelsgoodman
>>
why is flux model so big?
>>
>>101824701
lots of things inside of it
>>
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>>101824677
Works well, Its a workflow I used to put nips on SD3 gens since they had literally none. It worked OK there, but since there were no nips at all it wasn't the best.
Works much better in Flux because there's a nipple guide for it to go off.
https://files.catbox.moe/7bh1ty.png
>>
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>>101824699
true dat
>>
>>101824718
Medieval No Isekai Office
>>
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>>101824701
you need big to feel something great
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>>101824707
>lots of things inside of it
Trump, Miku, Sonic, Mario, oh and the bitch from the royal US house or whatever her name is, and I think that's all flux has inside of it kek
>>
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>>101824792
Goku
>>
>>101824770
Super cute.
SDXL?
>>
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>LLM writes about "an anthropomorphic, cutesy figure resembling a mixture between a gorilla and a banana", not a single word about the Simpsons
>get the Simpsons
>>
>>101824837
>not a single word about the Simpsons
you put the simpsons on the negative prompt?
>>
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>>101824852
I did not.
>>
>>101824829
well, pony, with the Yagi lora doing the work, bless him
>>
>>101824837
>"blue hair anime girl with twintails"
>why does it look like miku
>>
>>
>>101824857
then you should
>>
>>
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>>101824792
Gundam
>>101824837
>milk dud nipples even in a cartoon
>>
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>>101824792
>>101824886
>A Gundam that has some of the features of Hatsune Miku and Donald Trump
>>
>>101824718
Bro, this woman is going to get assaulted dressed like that.
>>
>>101824646
>>101824674
>>101824699
>>101824720
go back
>>>/pol/
>>
>>101824909
go back
>>>reddit.com
>>
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Damn, I love how the characters overlap with the title
>>
>>101824886
>>101824904
In terms of cars/mecha/houses, no local models so far were even close on being consistant about such thing, flux nailed that shit hard, is it because of the DiT architecture or the fact it's a giant 12b model?
>>
>>101824858
I see, thanks anon.
For a second I hoped flux could output that lol.
>>
>>101824925
>is it because of the DiT architecture or the fact it's a giant 12b model?
yes
>>
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>>101824918
I've got some "SD3 women lying on grass" flashback on that one kek
>>
>>101824916
kys racist faggot
>>
>>101824701
it filters the same poorfags and third worlders with 4gb vram that sai constantly pandered to for some reason and therefore kneecapped its models
>2B is all you need bro
>>
>>101824940
im running schnell on 4 and doing just fine
>>
>>101824925
>12b model
I won't lie, at first I thought it was a bad idea of them to release such a big model, but now I get it, if they made a smaller model that would fit nicely as a fp16 on a 24gb vram card, it would still not beat the 12b + fp8 one, I even regret they haven't gotten bigger, imagine a 18b + fp8, it would still fit on a 24gb vram card and would destroy the shit out of 12b + fp16
>>
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>>101824933
Just what you would expect from a gore galore
>>
>>101824934
woah watch out with the homophobic langauge anon, you are making people feel unwelcome
>>
>>101824940
they kneecapped it because they caved to the twitter terrorism
all the shit like AI cancel campaign, Nightshade and Glaze were all directed at trying to ruin what was probably the shittiest of the contemporary models, because DallE clearly doesn't give a shit about not training on copyrighted material and artists
>>
>>101824934
Just ignore him anon, it's just variations of the same edgy stuff anyway, nigger/jews/nazis/trump.
>>
>>101824966
>because DallE clearly doesn't give a shit about not training on copyrighted material and artists
MJ is even better, it has all the artist names you could find, they are literally drinking the twitter tears, I think that's based as fuck
>>
Alright calm down SaaS shills
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This is the most fucked up anatomy flux gave me so far.
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>>101824981
What kills me is that they STILL think Nightshade does anything except fuck up one specific version of CLIP for one specific purpose
It's almost as dumb as pic related

I bet in 2 years you will still see them saying AI can't do hands and every AI image has 7 fingers
>>
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>>101824925
it's simply large enough to not snuff out the data (and they fed it some decent reference material obviously)
>>
>>101825017
>I bet in 2 years you will still see them saying AI can't do hands and every AI image has 7 fingers
you'd be surprised, a lot of normies still seem to think sd1.5 8 fingered slop with no style is the best AI can do
>>
>>101825017
the picture you provided isn't about Nightshade but was a good paper showing that training an AI with AI pictures (like AuraFlow overdid it) is a bad idea and leads to some lack of variety in outputs, sorry for the nitpick kek
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>>101825025
Nice
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>Miku as a sushi chef, crafting rolls shaped like musical instruments, pixel art style
flux is kinda inconsistent on his prompting understanding, sometimes it can nail complex shit, and sometimes this simple prompt leads to a failure
>>
>>101824906
Nah she'll be fine.
>>
>>101825041
damn, nice one anon, I was about to say that the ps1 covers aren't made of cardboard but then I remember there was some games in that style like the Tekken 1 game I got as a kid, so that's a pass for me
>>
>>101825079
>rolls shaped like musical instruments
Seems like a pretty large ask but I can't think of another comparable example that it would nail
>>
>>101825079
>flux is kinda inconsistent
The fix to this used to be to just make enough outputs and then pick the best few out of a 100
I guess that isn't really possible anymore
>>
>>101825016
Thanks to deleting most nsfw/nude images, I can see flux has an incredible understanding of many body poses.
>>
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>>101825093
>>101825102
ok I won't be too harsh on flux on that one, it was a failure for dalle aswell
>>
>>101825110
i take this and now i yell at my washing machine randomly due to rage
>>
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>>101825116
Try "sushi themed musical instruments" or somesuch instead
The problem might be the phrasing
>>
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>>101825103
he probably specified dismemberment shit, because flux can do lying women without any issues
>>
>>
>>101825110
magnificent
>>
>>101825040
Heгp Чeбypaшкa
>>
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>>101824810
How'd u get sobbing emoji so good?
>>
>>101825079
Fp8 or...? Fp8 leads to more retardation than you'd think.
>>
>>101825221
fp16 clip + fp8 flux, I give you the workflow and let you try on fp16 and see if it can help: https://files.catbox.moe/rf9fbx.png
to make it work you need to follow this tutorial:
https://reddit.com/r/StableDiffusion/comments/1enxcek/improve_the_inference_speed_by_25_at_cfg_1_for/
>>
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That's not how pants work
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I like flux
>>
>>101825213
I just called it "crying yellow emoji face" and it seemed to work.
>>
>>101825280
Total Pedo Death
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https://reddit.com/r/StableDiffusion/comments/1ep1bap/xlabs_just_dropped_6_flux_loras/
Only 16gb of vram for a lora training? that's insane
>>
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>>101825262
Her ass is just so fat it's aggressively ripping them. They were originally full jeans, this is the aftermath of the pantsplosion.
>>
>>101825311
more patterns pls anon
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Sushi Miku!
>>
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>>101825280

>>101825326
The whole prompt is "Optical Illusion"
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>>101825357
Super interesting. Catbox?
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>>101825262
This ass is too marvelous for me to care.
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Not gonna lie, Heun is a better sampler than euler (less anatomy fuckups and better prompt understanding) but my gosh shit mf is so slow!

>>101825452
Sure: https://files.catbox.moe/5g5fp1.png
If you don't have the AdaptiveGuidance and DynamicThresholding nodes, you can read this tutorial:
https://reddit.com/r/StableDiffusion/comments/1enxcek/improve_the_inference_speed_by_25_at_cfg_1_for/
>>
>>101825472
I like ddim, it's fast.
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>>101825472
>Not gonna lie, Heun is a better sampler than euler (less anatomy fuckups and better prompt understanding) but my gosh shit mf is so slow!
Forgot the picture my b
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>>101825472
Did someone ever test them all to see the most coherent?
And I guess now, the ones working with flux.
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>>101825507
>Did someone ever test them all to see the most coherent?
Yeah I did this shit a few days ago kek
https://new.reddit.com/r/StableDiffusion/comments/1em7zy3/testing_the_samplers_schedulers_with_a_xy_plot/
>>
>>
>>101825517
Oh nice, thanks anon
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You shouldn't sleep on the ModelSamplingFlux node, that can help on color saturation and contrast: https://files.catbox.moe/vxfifd.png

https://imgsli.com/Mjg2Mzc0
>>
ControlNet for Flux is pure kino. Wow. This is what ControlNet should have always been.
>>
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>>101825565
Care to share some examples?
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>>101825559
I can't tell which one I'm supposed to like
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>>101825454
more
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>>101825296
>>
>>101825559
What does shift mean.
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>>101825596
>What does shift mean.
It's some shit they invented for SD3, it can be used on all models, the details are there:
https://reddit.com/r/StableDiffusion/comments/1di45dg/comparison_of_shift_values_in_stable_diffusion_3/
>>
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>>101825605
Alright, I'll take a look
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Why can't Flux do natural looking female faces, they all have that shiny Dreamshaper 1girl look to them. It's pissing me off!
>>
>>101825507
https://stable-diffusion-art.com/samplers/#Image_Convergence
>>
>>101825624
go for "boring snapchat circa 2015" to get the natural girls back
>>
>>101825624
put sexy in the negative and it reduces that look a lot, they included a bias in the model
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>>101825486
now compare 40 steps euler to 20 steps heun
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>>101825517
>>
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>>101823748
>[Deleted]
Well how about that
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>>101825472
Thanks for catbox
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>>101825517
Interesting... lcm is the only one that got the "dreadlock" part, it's the only sampler that sees shit no other samplers do
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>>101825675
It's a shame it looks like shit
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>>101825612
damn that's coherent. the extra knob on the desk is the only mistake. i would have killed for room interiors like this back when i was genning a lot with pony.
>>
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>>101823789
because schizos, haters, and angry losers have NO place outside of anonymous boards and IRL.
>>
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>>101825666
you're eyes look very good. they look like the pokémon's eyes actually do and not reptilian eyes
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Remember to go outside and enjoy the world
>>
>>101823789
the vg /lolg/ schizo genuinely spends 14 hours a day spamming interracial porn
>>
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>>101825696
12B param model really putting in work. Picrel is without the LoRA on.
Prompt was super simple:
>a flat shaded 2d anime screenshot of a 1990s bedroom with CRT TV and cozy cluttered desk with lamp and IBM PC computer
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>>101825723
Yeah I specifically asked for a pokemon with scales, rather than describing a lizard that has pokemon features like I did with this one
>>
>>101825725
what did you do today
>>
>>101825705
>>101825714
impressive gens anon
>>
>>101825742
I fapped to sonic diaper scat at the playground
>>
>>101825755
At least you were outside
>>
>>101825658
sovl!
>>
>>101825594
We can only hope.
>>
>>101825612
where's the POV of anon looking at butts
>>
>>
>>101825804
He's inside a school locker
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>>101825657
>now compare 40 steps euler to 20 steps heun
Heun 40 steps is really good, BUT GODDAM IT TOOK 5 FUCKING MINUTES ON MY 3090 HELLO???
>>
>>101825846
Need more examples, could just be the seed for euler.
Heun has always been better at anime styles too, need more styles.
>>
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>>101825742
Went outside and went to the gym. I'm a bit under the weather but health is important
>>101825732
The fighting game general spammers tend to post the same exact thing for multiple fetishes all day long and never miss a new thread. These people are like robots
Whenever they get revealed they are pretty much dead in regards to how they live
>>
>>101825846
the point is that euler is a first order sampler and heun is a 2nd order sampler, that is why euler 40 looks so similar to heun 20. so whenever you do these types of comparisons between 1st and 2nd order, you should double the 1st order steps.
>>
>>101825897
Oh is that why heun always takes twice as long too
>>
>>101825897
I still prefer heun 20 steps over euler 40 steps though
>>
>>101825911
Get your eyes checked
>>
>>101825924
you don't have enough context, the prompt had "80's anime style", and heun makes it too clean and shiny to be 80's
>>
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How many words can flux do at once tho
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>>101825960
theorically 512 tokens, but I've seen a twitter post somewhere that showed that they made a mistake of not including an important shit and the result is that in practice it can only do 256 tokens effectively, still way better than the 70~ tokens the SAI models can handle
>>
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>>101825699
neat
>>
>>101825978
Is there documentation for flux? or anything close to documentation (besides the API-specific stuff)?
>>
>>101826021
Of course not
>>
>>101826021
These threads are the documentation
>>
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Hi guys. What do you all think is going on under the hood with Flux's (admittedly mild) censorship?
Will it be an easy work around? My fear is that they baked in a negative prompt that is essentially just the words "nipples and genitals"
If that's the case, then no LoRA or finetuning can fix the issue.
If it knows what these concepts are, then teaching it more about them will just make it easier to censor them.
I have a hard time believing Flux doesn't "know" what nipples are since you can pretty easily get images of topless women with freakish/censored nipples.
Clearly topless women are in the data set somewhere.
What do you guys think? And what will be the best strategy to mitigate its censorship?
>>
>Flux Loras trained on twitter boast how fucking good they are
>You can't tell a difference between them and base model
Why is this so common. Can those people train an artstyle that is distinct and show comparisons?
>>
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>A drawing of Hatsune Miku skateboarding in New York, night, neons, 50's comic book style
Is there some logical explaination on why having a higher GuidanceNeg helps flux to stop outputting slop?
https://imgsli.com/Mjg2Mzgy
>>
schizos and psychos are hallucinations.
the account system or karma or Flux can delete them.
>>
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are these AI image generators good for anything or do you guys just use it for fun?
>>
>>101826059
I dunno man, aren't you the foremost expert on this shit?
I think you know more than anyone about this.
>>
>>101826054
To give them credit, I don't recall the first lora from any base model being particularly impressive.
>>101826059
The most likely answer is it was an accident on the part of BFL. Merely circumstantial.
>>
>>101826081
I discovered this shit by accident anon, I wasn't supposed to write "10" on the parameter, it was supposed to go into GuidancePositive kek
>>
>>101826073
cool
>>
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I do not use negative guidance I think styles can be reached by playing around with dynamic threshold which seems to vary based on the artist and desired look
>>
>>101825987
what kind of music would that album contain anon?
>>
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>>101826131
>I think styles can be reached by playing around with dynamic threshold
oh yeah? what parameters on the dynamic theshold are you touching anon?
>>
>>101826051
General consensus is that there's extremely little NSFW content in the training data.
The way that it aggressively tries to add underwear (and gives a blank barbie doll if you manage to remove it) shows that it has no nudity in the training data.
The topless stuff I'm not too sure on, it knows what male nipples look like, which is consistent with there being no topless women in what it was trained on.
We'll have to wait and see how people go with training NSFW loras, my gut feeling is that there'll be no issues at all.
>>
>>101826150
Okay, I pray that you are right anon.
>>
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>>101826147
Percentile and val with different cfg values until it stops looking crispy I have no idea what I am doing
>>
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>>101826143
Future bass
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>>101826174
desu you can get that same effect by decreasing the AdaptiveGuidance threshold value
>>
>>101826201
so cute
>>
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>>101826015
thanks
>>
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Yeah there may be no nipples but let me tell ya, feetbros are THRIVING
>>
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A futuristic dildo which is also a Klein bottle
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>>101826273
I got lots of gobba nipples without asking
https://files.catbox.moe/8euh5a.png
>>
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>>101826150
>no topless women in what it was trained on
from anon, it can do female nip
https://files.catbox.moe/630opx.png
>>
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How was this achieved?
Guys, this could be really bad.
If it knows what nips are then a negative prompt must be hard-baked into the model.
It's over.
>>
>>101826314
>>101826329
Sorry, meant for this.
>>
>>101826059
I'm no more retarded than I was yesterday. I guess my question is "is it scaling nothing, but just the higher value tricks it into doing the thing"
-or-
"are we scaling zeros so fucking hard we're doing the thing?"
>>
>>101826051
I guess running it local is different than the website since the site will pump out naked chicks rather easily?
>>
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>>101826051
They definitely haven't baked in such a negative prompt.
Nipples are almost always reddened, enlarged and often take the shape of a love heart. What negative prompt can do that? It would require a positive prompt to achieve deformed love hearts.

The term "Vagina," results in a cross-section, showcasing deformed fallopian tubes and a uterus. Sometimes the vaginal canal is present.

This suggests to me that they purged the dataset of anything resembling a vagina, with the exception of textbook diagrams.
To prevent the model from going all schizo regarding anatomy, they likely used some workflow to detect and edit nipples when they were designing their training dataset, rather than remove them entirely. I feel like this makes the most sense, as it would ensure that the model gets a near complete understanding of human anatomy, unlike SD3.

There is a guy on plebbit who is currently training a Flux LoRa on playboy images. Nipples are fixed, albeit the breasts seem augmented.
>>
>>101826361
There's probably differences in dev and schnell vs pro, but I was able to locally get some absolutely massive milkers without issue (even on men).
>>
>>101824605
So uhh.. where did you get the breast segs model?
>>
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>>101826361
Online you have access to the "pro" model.
But it would make sense for that to be even more censored since they're trying to market it for profit.

>>101826403
>There is a guy on plebbit who is currently training a Flux LoRa on playboy images
BROTHER, link me the LoRA if it exists. I thirst greatly for it.
>>
>>101826470
>>101826470
>>101826470
>>
>>101823765
Damn those dragon hands can sure be mistaken by claws
>>
>>101823767
reminder
Jenny counts as underage and therefore Jenny gens should be banable.
>>
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>>101823944
Good, get away from real children, fucking freak.
>>
>101826478
>101826484
>101826496
holy schizo
>>
>>101824025
Now make him pregnant
>>
>>101826502
But... It won't fit...



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