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

Previous /ldg/ bread : >>101867704

>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
Forge: https://github.com/lllyasviel/stable-diffusion-webui-forge
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

>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
>>
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ty baker
>>
Reminder that 2.5b is all you need.
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is there a list of ip and characters/celebrities flux knows?
>>
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Blessed thread of frenship
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>>101876024
https://www.youtube.com/watch?v=mPTCq3LiZSE
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ok this sigma split with 2 prompts is fun
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>>101876076
>prompt:
>this is a maidposting site
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What's the speed gain using nf4 vs fp8 vs fp16 for a 3090?
>>
>>101876121
the difference is negligeable, maybe a 5-10% improvement on nf4 over fp8 but that's all, that's why I stuck on fp8 the quality is better
>>
whats up with flux randomly spitting blurry images? Even in a batch, two are blurry and the other one is really sharp
>>101876121
They fit in 24gb at fp16 so no real speed gain, most of the speed gain for people is from not having to swap on cards that dont fit the whole thing on fp16
>>
>>101876144
>>101876159
Thanks anons, I guess I'll keep using fp16.
I have another 3090 on the way, so I should use this : >>101876095
>>
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>>101876176
>should use this
I think It wont make any difference if they all fit in one card, unless you are getting OOM errors from high resolution/high batch size, then offloading the text encoder to another card would help with that
>>
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>>101876215
I get them sometime yeah.
I bought the 3090 at 300$ though, so pretty much a no brainer.
>>
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>>101876033
Still working that out. It helps to refer to the IP as having the signature/branding/logo of "PROPERTY" as if you were asking it to write the text into the image. I've also noticed that phrasing the prompt as though it is model response to an image identification task works well for a lot of things: "This looks like an image of {ENTITY} arrayed in the signature style of {PROPERTY}...".

It can also work to say things like "[Find/locate/retrieve/identify] an image of {Parameters}."

It takes a lot of fucking around with and changing these phrases even slightly (e.g. substituting "out of" for "from" or "for") can have huge impact on the output.
>>
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>>101876289
Oh and one more thing: ALL CAPS seems to be useful/impactful on its own. T5 is case and whitespace sensitive whereas CLIP is not.
>>
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>>101876331
CLIP is whitespace sensitive in regards to tokenization
>>
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>>101875939
what is the best ToT model for a 4090 these days
>>
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aaAAAaAAAHahHHH why do i keep getting black outputs and what the FUCK is a sigma?
>>
>>101876523
what the sigma!?!?
>>
>>101876523
it must be hard using default workflows when you're 80 IQ
>>
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>>101876523
show workflow and maybe someone can help
>>
>>101876523
>comfy
>>
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Do loras work with nf4 yet?
>>
>>101876635
https://www.youtube.com/watch?v=a2BpTYcbRsY
>>
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There are Lora's coming for Flux, anyone as a comfy workflow that accepts 2 loras? I've only found for 1.
Would like to use the realism lora + something else. Ideally also with an upscale too
>>
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>>101876549
literally just getting back into imagegen since i last used a1111 a couple of years back, cut me some fucking slack
never used comfy so i have no idea what half this shit does

>>101876562
eh, solved it, was an issue with the vae loader, thanks anyway
gotta see if i can get inpainting working now
>>
>>101876651
sorry for reddit link but....

https://www.reddit.com/r/UpvoteBecauseButt/comments/12aqdb2/great_diving_skills/
>>
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>Comin' from Uranus to check my style
>>
>>101876658
nigga you just string lora loaders one after the other
>>
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>>101876658
https://github.com/rgthree/rgthree-comfy
>>
Civitai is such a bloated dogshit website I hate it!
>>
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Wonder if Flux video will be any good.
>>
>>101876787
the funny thing is, stability should have taken over it at the very start, it might make more money than them now
>>
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Just a heads up expect a schizo storm soon
>>
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i need your help bros. wtf is causing this? exact same prompts, takes over 2 minutes then takes 20 seconds. i have an rtx 4090
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>>101876830
why?
>>
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Absolute bullshit
>>
@101876853
>Teebs
>>
>>101876853
kek wtf does that mean?
>>
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>>101876797
Will be amazing if you can train it yourself.
>>
Can Flux do inpaint and if not what's the best realistic model out right now?
>>
>>101876717
like I said, it must be hard being 80 IQ
it literally just works out of the box, have you forgotten how to follow instructions?
the fact you're like "what the heck is a sigma" tells me you're just a monkey twisting knobs
read the instructions
>>
>>101876853
Thank you for keeping me safe! Now back to genning wholesome and funny cat astronauts on the moon!!
>>
>>101876883
yes
https://youtu.be/uTFdl5s6Vb0?t=408
>>
>>101876809
SAI would've killed it because they're terrified of NSFW.
>>
>>101876864
The actual code is https://github.com/huggingface/diffusers/blob/main/src/diffusers/pipelines/stable_diffusion/safety_checker.py

They CLIP embed the output and compute the cosign similarity between it and "special care" and "bad concept" vectors. If it's too similar, it returns a black image instead
>>
Any /co/ gens to post? >>>/co/144940815
>>
>>
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>>101876906
>wholesome and funny cat astronauts on the moon
>>
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how do I give women some curve in flux? I managed thin and obese but nothing in between
>>
>>101876068
how do you split them exactly?
>>
>>101877020
Boomer prompt and elaborate in great detail on each body part.
describe the roundness and perfectness of her Butt
>>
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2B is the most bestest number
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>>101877037
see pic in >>101875410
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>>101877091
SARRR this is very unsafe
>>
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>>101876928
lol, I guess that comfyUi doesn't have that shit right?
>>
>>101877146
If you harass the furry enough it will
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>>101876853
FYI you can bypass the safety check with one line of code. Just set

pipeline.safety_check = lambda images, **kwargs: (images, [False] * len(images))
>>
>>101877107
Just watching the Olympics bro, I'm only scratching my balls, just a councidence.
>>
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>>101877289
>>101876853
What exactly is this for? I understand the safety check, but where is it applied?
>>
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>>101877289
>pipe.safety_checker = None
lol
>>
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Thread feels a little unsafe right now I'll be back later
>>
>>101877350
The safety check is applied after images are generated. The source code was posted up above. Basically, it takes every generated image and does a CLIP embedding. There are some significant vectors in that space representing "special care concepts" and "bad concepts"; it the embedding of your image output is too similar to one of those vectors, it gets overwritten with black before it's returned from the pipeline object

The function itself returns two lists: a list of images, and a list of booleans about whether wrongthink was detected. So you bypass it by replacing the built-in safety checked with one that always returns the original list of image, a list of Falses.

Or as >>101877437 says, you can just set it to None. I don't do that because I'm sure that something, somewhere will expect the safety_checker to be callable at some point, and using None will cause an TypeError

Using this bypass, you'd have something like

model_id = "runwayml/stable-diffusion-v1.5"
pipeline = StableDiffusionPipeline.from_pretrained(model_id).to("cuda")
pipeline.safety_checker = lambda image, **kwargs: (images, [False] * len(images))
>>
Flux nipple LoRAs are getting better but why the fuck is this one 1.3gb?
https://civitai.com/models/642272/flux-topless?modelVersionId=718406
>>
>>101877490
It's a repeat of XL loras, idiots just slide the rank value up.
>>
>>101877490
MOAR=better better lora obviously
>>
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>>101876797
I'd bet it will be yet another proprietary API-only video model, at most they will open source a shitty version of it that is virtually useless
>>
>>101877485
no lol all the pipelines check if self.safety_checker is not None
all the concepts and thresholds are stupid shit, someone who still has sai access could post it, its the same one they use on their api, i remember areola is on the list, you can get the thresholds out of the model though
>>
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kek
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What would be fastest way to scrape booru tags? I don't need the images, I just want tags.
>>
>>101877596
contact the site admin
>>
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>>101877596
https://huggingface.co/datasets/nyanko7/danbooru2023/resolve/main/metadata/tags.tar.xz?download=true
>>
What was the name of that dynamic thresholding node that sets CFG to 1 after a certain percentage of steps? I'm wondering if it will work out for me when most of my negatives are style things that might actually be erased in the last few steps but I'd love a little more speed.
>>
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>>101877649
Adaptive Guidance

https://github.com/asagi4/ComfyUI-Adaptive-Guidance
>>
>>101704076
KEK
>>
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>>101876562
nice
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>>101876121
Only 4090 has native support so nothing. On 4090 it's 4x speedup
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>>101877743
>he lied
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>start inpaint on character's face
>50 steps
>seems to be going fine in the preview until it reaches ~20 steps
>suddenly the parts being inpainted distort into something hideous
what is this and how do i stop it
>>
>>101877707
Thanks anon.
>>
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>>101877776
Meant fp8
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i went from 3it/s to 14it/s without changing any settings. anyone else having this issue? images are now taking about 10 min to generate

4090 12gb vram
>>
>>101877940
>4090 12gb vram

anon who stole your vram?
>>
>>101877940
More it/s is better
>>
>>101877940
I have the same problem, wtf is this shit?
>>
dedotated
>>
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>>101877940
>>101877956
COMFYYYYY
>>
>>101877950
sorry i mean 4070

>>101877954
no its not

>>101877956
>>101877971
idk but it happened very recently after an update
>>
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>>101877999
You're thinking of s/it
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>>101878014
right, i kneel
>>
>>101877971
so it begins
>>
>>101876024
sick, do more like this
>>
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>>101877971
>>101877587
>>
Was SD 3 even more of a disaster than SD 2.1?
>>
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>>101878092
>third hand
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Now I just want a job that lets me prompt all day
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>>101878098
holy kino
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Why does the >mfw resource news guy never post here?
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Went to the store today, couldn't help myself had to take a photo of this womans ass.
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compose with flux, upscale with animeXL
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flux finetuning WHEN?
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>>101876747
nice
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>>101878389
when kohya updates and we can train on 4090s
>>
>>101878389
They just figured out how to fine tune it on home GPU's under 24GB vram, great news, so expect some stuff soonish.
>>
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>>101878412
Who did? Link?
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>>101878410
I have 4x3090. I mainly use them for LLMs. Can diffusion models not be trained on multi gpus?
>>
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lora block weight is broken on forge which basically makes me need to wait before fully using it again. Also xformers still shot
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Anyone else sick of seeing this fucking goober whenever you google something about LoRAs?
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>>101878462
>>101878410
>>
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>>101878501
He's trying his hardest to be known but he seems to get a lot of downvotes
I have no idea who this is nor have I seen anything made by him
>>
>>101878473
Yeah you can
>>
>>101878501
Never seen this dude.
What did you search? "LoRAs Stable Diffusion" ?
>>
>>101878501
Like and subscribe to my patreon you filthy goy.
>>
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>>101878518
Any time you google something about a LoRA his face comes up followed with an incomplete guide and a link to his patreon.
He just appears in github discussions not contributing much but making sure he's as visible as possible.
>>
>>101878501
He's not too bad but since you always see him that makes people want to downvote him because he's trying so hard to make money somehow I guess.
>>
>>101878585
He doesn't make anything. He just consumes the tools others make and monetizes them
>>
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>>101878585
making money from a bunch of art thieves seems like a bad idea desu
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>>101878581
I recently saw him in a forge discussion also minor UI drama. He just seems to be there and it's harmless imo.
>>
>>101878581
Oh these types.
He's not the only one, there are quite a few people trying to get their face seen like this, usually students, usually from India.
>>
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>>101878611
What model anon, great pose
>>
>>101878659
https://old.reddit.com/r/developersIndia/comments/1akh9ll/a_wave_of_spam_pull_requests_on_a_famous_open/
>>
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>>101878375

This works really well btw. First thing I tried with Flux. You can use something like Florence to detect and mask over the text as well so it doesn't get resampled into gibberish.
>>
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>>101878375
ngl, the face looks awful.
>>
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>>101878676
>>101878704

2dn
https://civitai.com/models/520661
>>
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I want a text tag of vertical line of nose bridge
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>>101878729
Thanks anon
>>
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>>101876750
I hope comfy becomes actually comfy one day.
>>
>>101878686
Holy shit lmao, this is like an army of smoothbrains
>>
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Do any lora block weight extensions work on new forge
>>
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Man going to Wallmart is wild sometimes.
>>
>12gb vramlets can now fine tune full FP16 flux

fuck. I'm sick of vramlets being rewarded for their lack of vram.
>>
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>>101878686
7 pages of people doing this shit, why?
>>
>>101878848
the pajeets blindly followed a tutorial that included sending a merge request off as an example of learning git
>>
>>101878611
Nice red sonja
>>
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>>101878885
>>
>>101878865
I'm not sure who's the most retarded, the teacher using a public repo like this, or the army of morons thinking it's ok to do this shit.
>>
>>101878963
the teacher desu, the learners probably have no idea what they are doing or that this is public not just a test setup for the course
>>
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>>101878959
lol
miku should do this with ai voice
https://www.youtube.com/watch?v=UHmFbT8DPX8
>>
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>just use comfyui bro it's easy bro

kek, eternally btfo
>>
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>>101879060
What is this abomination for?
>>
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>>101879103
i look like that
>>
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>>101878286
You should have told her that the strings of her top are going inside her body, while avoiding to look at her left hand too much as that might be a sensitive topic.
>>
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Bros it's over, the artcels have raised as much as 1 h100 cluster to END AI ART THEFT

https://rdrama.net/post/292350
>>
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>>101879189
What the fuck is this website?
>>
>>101879189
what the fuck is this website anon
>>
>>101879213
>>101879216
I posted it there because you can't post a gofundme link here
>>
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how do i prompt it to stop making a variety, i want everything to be uniform. like if i do 3 people it will give one of each hair color and skin color, but i want them to all be the same
>>
>>101877020
"She has curves in all that right places and her outfit leaves little to the imagination, accentuating her perfect physique."
>>
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>>101879289
"three identical triplets"
>>
>>101879189
AHAHAHAHAHHA 70% OF THE BUDGET WAS PAYING THE GUY TO SIT IN DC ON 180K A YEAR SALARY TO "LOBBY"

And they call us the thieves
>>
>>101879060
circuit simulation project?
>>
>>101879213
This is everything I need to know about it
>>
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>>101879289
"sibling" was often giving me samey girls
>>
>>101879317
filtered rightoid
>>
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>>101879295
Flux
>"She has curves in all that right places and her outfit leaves little to the imagination, accentuating her perfect physique."
SDXL
>"Curvy"
I hate boomer prompting so much
>>
>>101879317
>he doesn't know that /g/ is full of transwomen

where do you think they get radicalized, anon
>>
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>>101879189
>>
To maintain thread quality please add this to OP
https://rentry.org/debo
>>
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>>101879347
Add this one instead
https://rentry.org/6fem2hob
>>
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>>101879342
The see through plastic against the sun with water inside gives me a sense of nostalgia.
>>
So how's everyone enjoying the model you can't consistently prompt for art style, character appearance, medium, genre, or virtually anything else.
>>
>>101878184
He is a no life schizo and should stay away >>101879347
>>
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>>101879367
Someone is upset
You have your own thread deebs
>>
>>101879317
what's up with the white dude for harris video on that site?
>>
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>>101879383
>>
>>101879189
>https://rdrama.net/post/292350
what's up with the farting noises?
>>
>>101879400
just make an account to hide whatever the schizo jannies are putting up to scare away new users this week
>>
>>101879426
>>101879426
>>101879426
>>
>>101879189
"Absolutely NO anti-CCP sentiment.
Absolutely NO furphobia.

You are encouraged to post drama you are involved in.
You are encouraged to brigade in bad faith.
You are encouraged to gaslight, to gatekeep, above all else, to girlboss.

You are encouraged to egg people on to transition or otherwise make drastic life changes."

What the actual fuck.
>>
>>101879347
>"debo"
>"franon"
>"ani"
>"pw"
>"comfy"
>all these other thread """""personalities"""""
as someone who hasn't been here since 2022 up until a week ago ("here" technically being /sdg/) i have absolutely no idea who any of these are
avatarfags are annoying enough as it is on /veegee/, now ldg has schizo attentionwhoring too?
>>
>>101879586
If you don't know just know it keeps them away.
Also the schizo attention whoring has been exiled to /sdg/
>>
>>101877940
14it/s is blazing fast dude holy fuck
>>
>>101877940
>>101879758
i think he means seconds per iteration
>>
>>101879335
Yes, but our trans women are dignified and are well aware of their deficiencies and feel grateful and humbled when they suck our cocks. They are completely different to the deluded and unhinge trannies from other sites.



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