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Previous /sdg/ thread : >>107268870

>Beginner UI
EasyDiffusion: https://easydiffusion.github.io
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI

>Advanced UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
Forge Classic: https://github.com/Haoming02/sd-webui-forge-classic
reForge: https://github.com/Panchovix/stable-diffusion-webui-reForge
Stability Matrix: https://github.com/LykosAI/StabilityMatrix

>Early Preview UI
AniStudio: https://github.com/FizzleDorf/AniStudio

>Qwen Image & Edit
https://docs.comfy.org/tutorials/image/qwen/qwen-image
https://huggingface.co/Qwen/Qwen-Image
https://huggingface.co/QuantStack/Qwen-Image-GGUF
https://huggingface.co/QuantStack/Qwen-Image-Distill-GGUF
https://huggingface.co/QuantStack/Qwen-Image-Edit-2509-GGUF

>Flux.1 Krea
https://docs.comfy.org/tutorials/flux/flux1-krea-dev
https://huggingface.co/black-forest-labs/FLUX.1-Krea-dev
https://huggingface.co/QuantStack/FLUX.1-Krea-dev-GGUF

>Text & image to video - Wan 2.2
https://docs.comfy.org/tutorials/video/wan/wan2_2
https://huggingface.co/QuantStack/Wan2.2-TI2V-5B-GGUF
https://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUF
https://huggingface.co/QuantStack/Wan2.2-I2V-A14B-GGUF

>Chroma
https://comfyanonymous.github.io/ComfyUI_examples/chroma
https://github.com/maybleMyers/chromaforge
https://huggingface.co/lodestones/Chroma1-HD
https://huggingface.co/silveroxides/Chroma-GGUF

>Models, LoRAs & upscaling
https://civitai.com
https://tensor.art
https://huggingface.co
https://tungsten.run
https://yodayo.com/models
https://www.diffusionarc.com
https://miyukiai.com
https://civitaiarchive.com
https://civitasbay.org
https://www.stablebay.org
https://openmodeldb.info

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

>Related boards
>>>/h/hdg
>>>/e/edg
>>>/d/ddg
>>>/b/degen
>>>/vt/vtai
>>>/aco/sdg
>>>/u/udg
>>>/tg/slop
>>>/trash/sdg
>>>/vp/napt
>>
>mfw Resource news

11/21/2025

>HunyuanVideo-1.5: A leading lightweight video generation model
https://huggingface.co/tencent/HunyuanVideo-1.5

>SAM 3D: 3Dfy Anything in Images
https://ai.meta.com/sam3d

>ComfyUI-SAM3DBody
https://github.com/PozzettiAndrea/ComfyUI-SAM3DBody

>NoPo-Avatar: Generalizable and Animatable Avatars from Sparse Inputs without Human Poses
https://wenj.github.io/NoPo-Avatar

>Dataset Distillation for Pre-Trained Self-Supervised Vision Models
https://linear-gradient-matching.github.io

>SceneDesigner: Controllable Multi-Object Image Generation with 9-DoF Pose Manipulation
https://henghuiding.com/SceneDesigner

>ComfyUI Replace First & Last Frames
https://github.com/lovisdotio/ComfyUI-Replace-First-Frame-Last-Frame

>PartUV: Part-Based UV Unwrapping of 3D Meshes
https://www.zhaoningwang.com/PartUV

>Pluggable Pruning with Contiguous Layer Distillation for Diffusion Transformers
https://github.com/OPPO-Mente-Lab/Qwen-Image-Pruning

>UniFit: Towards Universal Virtual Try-on with MLLM-Guided Semantic Alignment
https://github.com/zwplus/UniFit

>ComfyUI-PainterFLF2V: Enhance video dynamics for smooth transitions between the first and last frames
https://github.com/princepainter/Comfyui-PainterFLF2V

11/20/2025

>Nano Banana Pro: Gemini 3 Pro Image model from Google DeepMind
https://blog.google/technology/ai/nano-banana-pro

>CoTyle: Unlocking Code-to-Style Image Generation with Discrete Style Space
https://github.com/Kwai-Kolors/CoTyle

>RoMa v2: Harder Better Faster Denser Feature Matching
https://github.com/Parskatt/romav2

>VisPlay: Self-Evolving Vision-Language Models from Images
https://bruno686.github.io/VisPlay

>First Frame Is the Place to Go for Video Content Customization
https://firstframego.github.io

11/19/2025

>SAM 3: Segment Anything with Concepts
https://ai.meta.com/sam3

>BEDLAM2.0: Synthetic Humans and Cameras in Motion
https://bedlam2.is.tue.mpg.de
>>
>mfw Research news

11/21/2025

>ODE-ViT: Plug & Play Attention Layer from the Generalization of the ViT as an Ordinary Differential Equation
https://arxiv.org/abs/2511.16501

>ILoRA: Federated Learning with Low-Rank Adaptation for Heterogeneous Client Aggregation
https://arxiv.org/abs/2511.16069

>Thinking-while-Generating: Interleaving Textual Reasoning throughout Visual Generation
https://think-while-gen.github.io

>Learning to Think Fast and Slow for Visual Language Models
https://arxiv.org/abs/2511.16670

>TriDiff-4D: Fast 4D Generation through Diffusion-based Triplane Re-posing
https://arxiv.org/abs/2511.16662

>An Image Is Worth Ten Thousand Words: Verbose-Text Induction Attacks on VLMs
https://arxiv.org/abs/2511.16163

>How Noise Benefits AI-generated Image Detection
https://arxiv.org/abs/2511.16136

>VTinker: Guided Flow Upsampling and Texture Mapping for High-Resolution Video Frame Interpolation
https://arxiv.org/abs/2511.16124

>Decoupling Complexity from Scale in Latent Diffusion Model
https://arxiv.org/abs/2511.16117

>AMS-KV: Adaptive KV Caching in Multi-Scale Visual Autoregressive Transformers
https://arxiv.org/abs/2511.16047

>Progressive Supernet Training for Efficient Visual Autoregressive Modeling
https://arxiv.org/abs/2511.16546

>Supervised Contrastive Learning for Few-Shot AI-Generated Image Detection and Attribution
https://arxiv.org/abs/2511.16541

>LLaVA$^3$: Representing 3D Scenes like a Cubist Painter to Boost 3D Scene Understanding of VLMs
https://arxiv.org/abs/2511.16454

>NaTex: Seamless Texture Generation as Latent Color Diffusion
https://arxiv.org/abs/2511.16317

>VividFace: High-Quality and Efficient One-Step Diffusion For Video Face Enhancement
https://arxiv.org/abs/2509.23584

>DiffuSyn Bench: Evaluating Vision-Language Models on Real-World Complexities with Diffusion-Generated Synthetic Benchmarks
https://arxiv.org/abs/2406.04470
>>
>mfw yesterday's Research news

11/20/2025

>IPTQ-ViT: Post-Training Quantization of Non-linear Functions for Integer-only Vision Transformers
https://arxiv.org/abs/2511.15369

>SplitFlux: Learning to Decouple Content and Style from a Single Image
https://arxiv.org/abs/2511.15258

>Insert In Style: A Zero-Shot Generative Framework for Harmonious Cross-Domain Object Composition
https://arxiv.org/abs/2511.15197

>Physics-Based Benchmarking Metrics for Multimodal Synthetic Images
https://arxiv.org/abs/2511.15204

>D4C: Data-free Quantization for Contrastive Language-Image Pre-training Models
https://arxiv.org/abs/2511.15411

>FlashMesh: Faster and Better Autoregressive Mesh Synthesis via Structured Speculation
https://arxiv.org/abs/2511.15618

>Transferable Dual-Domain Feature Importance Attack against AI-Generated Image Detector
https://arxiv.org/abs/2511.15571

>From Low-Rank Features to Encoding Mismatch: Rethinking Feature Distillation in Vision Transformers
https://arxiv.org/abs/2511.15572

>Learning to Expand Images for Efficient Visual Autoregressive Modeling
https://arxiv.org/abs/2511.15499

>InstructMix2Mix: Consistent Sparse-View Editing Through Multi-View Model Personalization
https://arxiv.org/abs/2511.14899

>A Comprehensive Study on Visual Token Redundancy for Discrete Diffusion-based Multimodal Large Language Models
https://arxiv.org/abs/2511.15098

>Jointly Conditioned Diffusion Model for Multi-View Pose-Guided Person Image Synthesis
https://arxiv.org/abs/2511.15092

>Kandinsky 5.0: A Family of Foundation Models for Image and Video Generation
https://kandinskylab.ai
>>
First for containment general
>>
>>107284382
SAUCE ON OP PLSSSSSSSSSSS
>>
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>>107284656
Paid actress
>>
>>
>>
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>/ldg/ - Local Diffusion General
>/sdg/ - Stable Diffusion General
>/adt/ - Anime Diffusion Thread #66
>/ldg/ - Local Diffusion General
>/sdg/ - Stable Diffusion General
>>
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>>
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A person achieves self-worth by helping another to achieve his best Another person reaching ever higher heights doesn't just show how special he is. It shows how significant you are. Because you helped him get there.
>>
>>107285929
no
>>
>>107285946
Ngmi
>>
>>107285994
no
>>
>>107286019
Ok
>>
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finally got paid for my poastin
>>
>>107286924
you sold out for funny money
>>
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>>107286924
dont spend it all in one place
>>
>>
>>
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>>107287999
checked and very good
>>
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>>107288288
>288288
I'm choosing to check this. looks like digits to me
>>
mh
>>
>>107288155
ty
>>
>>
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>>
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>>107288786
ooh that looks nasty, coming to take care of it.
>>
>>107289216
Nice.
sad that no one is pushing or pulling her.
>>
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>>107289231
single and ready to sled
>>
>>107288779
>>
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>>107289347
she seems pretty chill about the whole thing
>>
>>107289216
>>
>>107289218
wht do you mean? they're old friends
>>
>>
>>107289381
it was surprisingly difficult just to get that pose AND the tentacle grabbing her right AND framing the damn thing semi-reasonably. should have tried some iterative edits but i didn't have a lot of luck with those on the previous version so i haven't been using it
>>
>>
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>>107289405
lmao. true art

>>107289458
do iterative edits go off the rails?
>>
>>107289688
yeah sometimes it just get fixated and keeps repeating the same gen.

this is the most complicated one yet. 9 reference images (which it reinterpreted all of, 16-bit snes makes it want to scrap detail).

Style: 16-bit era PIXEL ART.
Scene: CHARACTER SELECTION screen from an OLD SNES GAME.
It is a 2-player selection screen. In the center is a GRID containing each of the first SEVEN (7) character portraits.
1P has his cursor over the portrait corresponding to image attachment 8, 2P has his over attachment 9. On the LEFT side of the screen, 1P's chose character 4, 2P has chosen character 7. Include a "RANDOM" option in the portrait grid to make things align correctly (2 rows of 4).
Show each player's chosen character on their respective side (1P: LEFT, 2P: RIGHT). Their CHOSEN CHARACTER are the last two attached images. They are in an idle stance suggested by the character design.
I know the bag of chips seems preposterous, but it is included in the character selection!
>>
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image selection a function of availability more than anything else (#4 in the gen is jaidenanon lel). also kind of amused by it creating a 4800x3484 render of a 320x200 image
>>
>>107284423
>CSAM 3D Body
>>
love that it rendered the monitor too. i told it it didn't have to take 16-bit snes all that seriously. messed up the selection though. oh it's 0 indexed...
>>
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>>107289758
thats pretty mind blowing. dropped a lot of details on the floor, but the end result is super (heh) good
I would be a potato chip main
>>
>>107289811
>>107289807
i didn't specify names (most of them don't have one) so it kind of made them up a little bit
>>
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>>107289822
I want to give you some better reference debos. I'm digging through my folders rn. in the meanwhile, he's one not to use
>>
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>>107289831
disgaea debo
>>
getting it to use the non-chibi versions as the actual selections is difficult. naming them might have been more useful. my prompt is probably sub-optimal. stuck in ai studio, so the workflow is clunky to put it lightly

>>107289831
so i know you know that guarantees i use this one right?
>>
Anons, how can I make SD draw better feet and hands?
When the image is close enough, they look good, but when it's far from the hands or feet, they get messed up.

What can I do to prevent or fix that? I tried img2img but fuck up the image, I'm probably using it wrong.
>>
>>107289860
it depends on a lot of things, not least of which is overall prompt complexity. merges/retrains will usually be a little better at it. the size of the subject is crucial, if it's small, the hand/feet features are tiny and get smeared together. newer models are better at this (their text encoders are smarter) but if you have a super complicated prompt you're gonna lose detail on the margins.
>>
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>>107289845
style debo

>>107289848
it doesn't have his horns or his hair right, sadly. otherwise its a banger
>>
>>107289758
>>107289807
>>107289822
her name is not "red lady" or "aurora" it's chromagirl
>>
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>>107289888
not a problem.

>>107289891
you know it. i know it. i did not, however, inform the model of this fact. i suppose i could have named the ones i know names for, but i didn't want to jinx it.
>>
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>>107289888
memeface debo
pretty much peak debo, except these sdxl model would often swap his black eye for blue
>>
>>107289883
Can you give me a example of what is a complicated prompt?
>>
>>107289902
"BAY!" is also acceptable
i think the arcade is busted
>>
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>>107289921
I'm skipping the real debos, although femboy maid debo did happen
>>
>>107289947
perhaps the perfect debo never existed. into my old webui gens now. here's a muscle debo
>>
>>107289972
>the perfect debo doesn't exi-
>>
>>107289924
i don't have a ready example, but the kind of thing you're looking for is overspecifying things that didn't need to be specified, tokens that introduce semantic drift (e.g., you put Lime in a prompt intending to target the color of green and it puts limes in the image). sometimes updating negative prompt can help. what model are you using? should have asked that up front cuz it varies widely (1.5/sdxl has the worst text encoder, newer models like chroma/flux have significantly better ones.)

>>107289972
bruh why he wearin a thong tho lmao. you are so going to regret this
>>
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>>107289987
this isnt a good reference at all but a cool debo

>>107289993
>you are so going to regret this
real men arent afraid to wear thongs
>>
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>>107290010
luckily for you they've got that on the naughty list. "something something playa showin his bussy playfully". i tried to play the minority card but it failed
>>
>>
>>107290025
each additional clause is another prayer to the safety policy
>>
>>107290010
this is a pretty good debo, tho prob too stylized to be a good reference image

>>107290025
he's just too sexy
>>
of course the finishing move is TWO chromagirls
>frog gets the chips
lel
>>
>>107290032
dear god what have i done?
>>
>>107290063
VERY close to a perfect debo. horns are kinda fucky
>>
>>107290079
you've lost is what you've done dumdum
>>
>>107290110
but ... they're both chromagirl
>>
>>107290085
I'm getting burnt out on looking through all the debos. this ones also really close. eyes, hair, casual fit
>>
>>107290132
aint that different to canon chibi-debo desu
>>
>>107290122
she does have a dark side to her madness
>>
>>107290132
i give up. there was never a perfect debo. but here's one of the very first debos ever printed

>>107290134
yeah, mostly just the hair is the big diff. he's always been supposed to have the split color
>>
>>107290154
you know, i shouldn't, on purely pragmatic grounds, but i'm in love with your implied lore standpoint. someone misinterpreted your image? "oh you silly boy, don't you know blah blah?"
"no, actually you have never uttered those words"
"yes but that's what's true"
"ok?"

>>107290165
jojo debo (with horns) is the alt then. i assume the goal of this process was to find a debo reference that didnt make you cringe that much. but jobo is ideal.
1) trump long red tie. hail to the chief
2) cool but tuff guy
3) his strand is sus, but it works so the red and green muscle boys are just his workout buddies and NOT part of some complicated sexual favor scheme as has been alleged by the HATERS
>>
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>>107290201
>i assume the goal of this process was to find a debo reference that didnt make you cringe that much
no, I love chibi debo and that style captures his mischievous nature well. bunchan-adjacent but less of a chaos agent. its mostly just the hair I was trying to find a correction for, and maybe an alternative to the tracksuit.
>>
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Hello
>>
>>107290201
>"no, actually you have never uttered those words"
>"yes but that's what's true"
that's why it works
let go of reason, and you shall find her there, gazing into the camera with a smile, welcoming you to the nonsense of this world
>>
>>
>>107290224
oh, i can recostume, don't you worry your pretty little head about THAT.

>>107290253
hello

>>107290276
yeah still holdin out for a wiki. because without that the only way to describe chromagirl is "yeah he's weird but a really nice guy. apparently every element in his image is chromagirl's alternate forms. yes you would know this if you could inhabit chromagirls brainspace psychically.
>>
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>>107290253
hello

>>107290288
lol, what a pretty debo
>yeah still holdin out for a wiki
I'm sad perchance anon never put together his elaborate world into a wiki. I was hoping to read it some day
>>
>>107290288
i've said it many times
the only constant is the girl
everything else is ephemeral
even the butterflies come and go
>>
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>>107290306
that's what the wiki is for. dilettantes like myself can stay generally apprised of the chromagirl situation, while the tried and true have woven worlds more complex than reality without such mundane assistance. i'm afraid i must admit to being in the FORMER CATEGORY!
>>
>>107290329
i only share her adventures with her anipals
how people interpret it is on them
>>
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>>107290339
>how people interpret it is on them
based artist death
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>>107290339
wiki or it gets worse.
fine, then i'll headcanon as i see fit. chromagirl is advocating for MORE ABORTIONS! she loves DEAD BABIES! she has a tattoo of a DEAD BABIE on her ABDOMEN as a reminder of the first CHILD she ABORTED
>>
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and i'm out
>>107290389
it was real in your mind
>>
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>>107290396
gn
>>
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>>107290396
repost confirms my theory.
also gn
>>
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>>107290426
it's never a repost, just different seeds m8
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>>107290453
who else had glow in the dark stars on their walls as a kid
>>
>hes ignoring jap food anon again
ITS OVER
>>
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>>107290456
gm
is this cherry flavored or is it the type of chocolate that has fruit filling? I dig those
also, you made it into the sdg fighting game. as a bag a chips: >>107289993
>>
>>107290457
>glow in the dark stars
ENTER
>>
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>>107290505
Hey what's good. Its like cherry pie but imagine if you made it out of cherry cordials instead of plain cherries.
>>
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>>107290510
core memory unlocked
25 cents in a vending machine, and you're suddenly slapping walls 3 states away

>>107290514
>cherry cordials
googling...
>googles
ahhh, I'll buy 100 please
>>
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>>107290528
>>cherry cordials
>googling...
>>googles
>ahhh, I'll buy 100 please
Haha yeah. Pick some up if you get a chance. You've probably had a crappy one at some point if you've ever had one of those big chocolate assortment boxes and bit into something where it's like cherries and corn syrup inside. That's like an absolutely bastardized version. If you have a chocolate chop near you, it's worth it to go get one or two just to try as an experience.
>>
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>>107290537
- chocolate orange
- protein ice cream
- milano cookies
- luxury cherry cordial chocolate
I'm starting to think you're a bad influence on me, haha
>>
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>>107290602
:( I dont mean to be
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>>107290612
lol I didn't mean to make you feel bad. I'm gonna spend my empty calories budget on something, whether you have good ideas for me or not
you up to anything fun this weekend?
>>
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>>107290645
Nah man just chilling. Yourself?
>>
>>107290645
i will eat 40 mcdonanlds chimken nuggets this weekend to counteract your gay crunchy bullshit. i made 20 panko boxes and left myself cute little notes like a gf would then beat myself in the head with hammer until i forgot about writing the messages. every day is a wonderful surprise :)
>>
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>>107290711
bouncin around a bunch of apartments looking for a new spot. gonna be too exhausted from that to do much else, I'm sure

>>107290731
mcnuggets arent even good. and they charge you for the sauces now. fuck that shit. get yourself some real tendies. you deserve it
>>
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>>107290755
I remember you told me you were moving. Do you have any apartments you've seen already in particular that have caught your interest and you're deciding between them or you're still sort of in the browsing phase? In my experience I found that to be the most frustrating part.
>>
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>>107290762
I'm already down to the wire and my options suck. at this point, its just figuring out which compromises I prefer to make
but on that note, I should really sleep.. gn
>>
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>>107290783
Dang, I'm sorry bro. I hope the place that you manage to get into you can reform into something at least pleasant or better than where you were. Good night.
>>
>>107290755
you need to go back
>>
>>
>>
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oh
>>
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america for americans
>>
ps hispanics aren't americans
>>
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south america? more like fuck off you miserable ... wait peruvians? you know, as i get old, fat, and retarded in my old age, i'd wager at least 70% of my children are some kind of strange gender
>>
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i mean ONLY 30% of my 1.9 kids was gay/trans/retarded
>>
i miss schizo anon
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>>107284382
Monero Chan proportions
>>
>>107290505

gm anons


>>107290793
>>107290762
healthy breakfast right here.
>>
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>>107292875
>>
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>>107292875
Good morning
>>
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>>
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>>
>gm
>>
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>3d render, cg, pixar style,
>Pixar Monsters,
>solo female monster, smug expression, looking at viewer, big toes, split-color hair, horns, ragged clothes,
>dynamic pose,
>dark background, rim lighting, mist, top lighting,
I fail at creating two coloured split hair. However this is lustify - a porn model so it's probably very baked in. But it has pretty good sense of 3d and some 2d art too.
>>
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Maybe Lustify is too rigid.
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>deprecated bread
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>>
>>
>>107293866
Can you list your prompt here please?
>>
>>107293879
No
>>
>>107293879
>>107293823
>>107293887
In case you didn't get the joke, the prompt is literally the filename.
>>
>>107293904
Thank you Redditor.
>>107293887
Why are you like this?
>>
>>107293918
I'm the same guy. I was making a joke.
>>
>>107293949
Ok.
>>
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>>107294333
Welcome back.
>>
>>107294103
The model did a great job catching the unemployed vibe
>>
>>107294429
Not really. It's pretty much dumb model. I tried to achieve black and white hair but it won't do it.
>>
>>107294333
What is the best about everything... I used to have a 4GB workstation card.
But, buying 2024 workstation card what still takes the same amount of wattage, it's literally 20 faster.
People think that wattage is all, but the amount of cuda cores is everything.
>>
>>107294486
My card is still 6 GB. Because I only use workstation cards.
>>
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>>107294544
It's a great image.
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>>107294429
>11 year olds aren't employed.
Nothing gets by you, huh
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>>107294557
I am not unemployed..
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>>107294576
>>
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>>
Animating some classics with I2v
>>
>>107294931
Thank you, I am bowing upon down.
>>
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>>
https://www.youtube.com/watch?v=vkUpfw4Hf3w
>>
>>107295628
This is my song.
>>
>>107295693
Learn to play,
>>
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I made this in sd1.5 3 years ago.
>>
>>107295762
did you get a hard on?
>>
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>>107295775
I am always hard on.
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>>107295784
Whatever.
>>
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Lemon.
>>
Mother Lacrimarum, Mother Susprirorum, Mother Tenebrarum.
>>
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>>107295918
>>107295924
Great work.
My gen was anime shit. I will post Ted Bundy.
>>
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>>107295941
Ok.
>>
Next Thread

>>107295961
>>107295961
>>107295961
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When AI if able to reconstruct people from their parts, only then we can call that AI "good"
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mfw
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>>
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