Please no thread news

>mfw....

>nigbo

>mfw Resource news

10/10/2025

>DreamOmni2: Multimodal Instruction-based Editing and Generation
https://github.com/dvlab-research/DreamOmni2

>A Large-scale Dataset for Robust Complex Anime Scene Text Detection
https://huggingface.co/datasets/deepghs/AnimeText

>One Stone with Two Birds: A Null-Text-Null Frequency-Aware Diffusion Models for Text-Guided Image Inpainting
https://github.com/htyjers/NTN-Diff

>Rectified-CFG++ for Flow Based Models
https://rectified-cfgpp.github.io

>AI Avatar Factory: Create and manage AI-powered avatars with ease
https://github.com/AA-Factory/aafactory

>Equilibrium Matching: Generative Modeling with Implicit Energy-Based Models
https://github.com/raywang4/EqM

>ComfyUI SeC Nodes: State-of-the-art video object segmentation
https://github.com/9nate-drake/Comfyui-SecNodes

>ComfyUI Hunyuan Image 3.0 custom node
https://github.com/bgreene2/ComfyUI-Hunyuan-Image-3

10/09/2025

>StyleKeeper: Prevent Content Leakage using Negative Visual Query Guidance
https://github.com/naver-ai/StyleKeeper

>ComfyUI-Hunyuan-Image-3
https://registry.comfy.org/nodes/ComfyUI-Hunyuan-Image-3

>Pixel-Perfect Depth with Semantics-Prompted Diffusion Transformers
https://pixel-perfect-depth.github.io

>GenPilot: A Multi-Agent System for Test-Time Prompt Optimization in Image Generation
https://github.com/27yw/GenPilot

>Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding
https://synbol.github.io/Lumina-DiMOO

>ChatGPT image snares suspect in deadly Pacific Palisades fire
https://www.bbc.com/news/articles/c8exz5yg14ko

>Pocket Comfy V2.0
https://github.com/PastLifeDreamer/Pocket-Comfy/releases/tag/V2.0

>DC Comics won’t support generative AI: ‘not now, not ever’
https://www.theverge.com/news/797540/dc-comics-jim-lee-no-generative-ai-pledge

10/08/2025

>Continual Learning for Image Captioning through Improved Image-Text Alignment
https://github.com/Gepardius/Taetz_Bordelius_Continual_ImageCaptioning

>mfw Research news

10/10/2025

>VideoVerse: How Far is Your T2V Generator from a World Model?
https://arxiv.org/abs/2510.08398

>MultiCOIN: Multi-Modal COntrollable Video INbetweening
https://multicoinx.github.io/multicoin

>Kontinuous Kontext: Continuous Strength Control for Instruction-based Image Editing
https://snap-research.github.io/kontinuouskontext

>FlexTraj: I2V Generation with Flexible Point Trajectory Control
https://bestzzhang.github.io/FlexTraj

>InstructX: Towards Unified Visual Editing with MLLM Guidance
https://arxiv.org/abs/2510.08485

>Reinforcing Diffusion Models by Direct Group Preference Optimization
https://arxiv.org/abs/2510.08425

>UniVideo: Unified Understanding, Generation, and Editing for Videos
https://congwei1230.github.io/UniVideo

>LinVideo: Post-Training Framework towards O(n) Attention in Efficient Video Generation
https://arxiv.org/abs/2510.08318

>InstructUDrag: Joint Text Instructions and Object Dragging for Interactive Image Editing
https://arxiv.org/abs/2510.08181

>Beyond Textual CoT: Interleaved Text-Image Chains with Deep Confidence Reasoning for Image Editing
https://arxiv.org/abs/2510.08157

>Improving Temporal Understanding Logic Consistency in VLMs via Attention Enhancement
https://arxiv.org/abs/2510.08138

>TTOM: Test-Time Optimization and Memorization for Compositional VidGen
https://ttom-t2v.github.io

>The Rise of the Knowledge Sculptor: New Archetype for Knowledge Work in the Age of GenAI
https://arxiv.org/abs/2510.07829

>Controllable Video Synthesis via Variational Inference
https://video-synthesis-variational.github.io

>DynamicEval: Rethinking Evaluation for Dynamic T2V Synthesis
https://nithincbabu7.github.io/DynamicEval

>LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training
https://arxiv.org/abs/2509.23661

>HIVTP: Training-Free Method to Improve VLMs Efficiency via Hierarchical Visual Token Pruning Using Middle-Layer-Based Importance Score
https://arxiv.org/abs/2509.23663

First for containment general

Thanks for the Chroma help last thread. Too inconsistent though. Has moments of intelligence but none of the gens really work for me, always feels like something is missing. At least I learned the workflows. Gonna test it as a drawing assistant in KritaAI tomorrow and see if it performs better there.

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evenin'

>>106853174
Not again. Night is truly cursed now.

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>>106853188
das rite!

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>>106853188
>cursed
great choice of words

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hm

Anons or more exactly Debo and Lumi sorry but I do not get it. What stops you from ditching this thread and joining /ldg/ exactly? Beyond the "containment thread" meme. What are the differences between /sdg/ and /ldg/ that prevent them from coexisting in one thread? If it is because you are a closed group of 2 or 3 avatarfags who have known each other for years and want to keep the general here that is totally understandable but I am not getting the bigger picture

>>106853419
go to /ldg/
mention debo
watch what happens
there's your answer

is this the pony 7 thread?

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Velvet Switchblade
https://suno.com/s/fhrE7gwmXdlgjxbO

>>106853419
/ldg/ was created specifically to escape these retards

>>106853425
He can use Discord for friends while staying anon here. Just drop the thread schizo act and start fresh in /ldg/

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>>106853435
what model are you using for images now?

>>106853453
you know the schizo is the one that started /ldg/ right

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>>106853419
we keep sdg alive as a place for creatives and explorers. people who want to share their ideas or appreciate the works of others
as a nogen, you could never really understand. its a language you don't speak, or a color you cannot see. I wonder if thats why you spend so much time here; why you ask these questions. you want nothing more than to understand

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>>106853458
still the same old shit. i cheated on that one because for those covers i sometimes want something specific. I touched the girl up in photoshop & nano bananna, removed the girl from the top image and photoshopped 'em together, run it through img2img to re-introduce some of my signature slop (and remove the any llm imagen feel)

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>>106853471
i was pleasantly surprised that nano banana didn't fight me at any stage about the girl

remove background and replace with #FF0FF

ez pz bg photoshop bg removal (in case you don't feel like convincing it to do proper transparency, dunno if it can)

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>>106853479
i still havent found the interest or time to try the newer models

>>106853479
Does Nano Banana fry your character faces or tank quality? What res settings work to avoid that?

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>>106853492
this is my first real attempt, i can try some more though. on this one it kept it pretty damn close. i'll try this one i guess, it's busty and has some basic flaws. ideally we keep the background, but i expect it'll fuck that up.

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>>106853499
so it's fiddly when fixing features lmao

>Fix her hands. try to keep them in a similar configuration. ensure the usual number of fingers (5) leave everything else alone

actually give her creepy gorilla hands like a boss

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OK, progress. Hands are fixed. the tie is weird, so that's next.

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a bit out of place but we can manage

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>>106853435
pw would like this

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>>106853530
fixing the hand/thigh color is proving problematic, and i don't have the energy for this to proceed but it's got promise. before/after

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>>106853543
i wanted to do something different but familiar, not a pure genre piece. it's one of those "make me some illustrative lyrics for this style prompt" that turned into a thing (with a ton of work).
v0: https://suno.com/s/kTEsrA7KFzqVpqKZ
illustrative for what got cut, tweaked, and remained the same.

>>106853530
What res did you use with nano banana? I always go 1536px to 2400px and nano banana destroy the faces

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gn all

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>>106853684
ive been lazy and using aistudio, so all it lets me pick is aspect. the images it genned were 1344x768, just a bit taller than my usual ar

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>>106853692
later chromabro

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why not more cabaret girls? no reason i can think of!

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this prompt's conception of hands is really something else.

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cat girls are CANCELED. bunny girl supremacy

cursed thread of repetitive imagery

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>>106853969
blessed retard, you have been heard.

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https://suno.com/s/075oGhgpHlRgqoBI

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gn i guess

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>>106854114
Goodnight

i miss schizo anon

>>106855306
I'm here AMA

Good pictures itt
Hosanna

Lumi your thread is utter garbage and you will never be a woman

>>106852110
Shit OP

>>106855504
imposter

I think Lumi and Debo should make peace and apologize to /ldg/ and agree on how much avatarfagging is allowed, like max 5 interactions with an avatar or one avatar post explaining a topic and only continue using the avatar if someone responds. This thread makes no sense and I think isolating themselves is harming both Lumi and Debo.

Which thread is for TTS/voice stuff?

>>106856483
/ldg/ is stuck spamming 1girl gens and benchmark posting. You could fill the gap with more artistic or abstract stuff. Check the collages, just 1girl center frame everywhere. Sure it is a male hobby and website but it shows how limited the vision is past benchmarks and coomer slop.
>>106856512
/ldg/

>>106856483
/ldg/ should be left alone by them
I enjoy being able to discuss the technical side of this tech and no one needs mass replying off-topic posting by lonely attention whores
Same reason why julien should post here and not in the real thread

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>>106856528
>Check the collages, just 1girl center frame everywhere
why doesn't koff get put in the collage? he's widely regarded as the post poster

>>106852110
what is this slop? how can you use this horrible mess as OP? this is the type of image you generate on accident at lowest steps

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>>106856957
sorry but you have to post a gen for your critique to be valid

>>106856966
I do, on /ldg/, not this shit bake made by schizo troons

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>>106856987
>my girlfriend is really hot but she goes to a different school

>>106857006
is this thread cope for vramlets?

>>106856994
:3

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>>106857021
you dont have enough vram for a single gen, so maybe? idk I find it hard to get into the head of a nogen

>>106857021
or just the terminally short sighted speccy 4 eyes?

>makes up stuff again as cope

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>>106857038
sneed

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>>106857074
nice gen
prompt?
model?
workflow?

as if nigbo ever cared about workflow

>your opinion is invalid if you don't garbage dump the same slop daily for 3 years

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>>106857172
what are you even using for that blurry slop? some 4gb flux cuck model?

>disabo

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I HAVE A HEADACHE AAAAAAAAAAAAAH

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>>106857511
thats all the creativity compounding in your skull
you must prompt to release the pressure

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>>106857633
I have been trying different stuff lately. Nobody has commented on them so I guess they aren't that good. Oh well.

>>106857715
Thats more a consequence of posting in a dead containment general

>>106857723
masterpiece, best quality, newest, absurdres, highres, nsfw, 1girl, dark background, (caravaggism:1.2), (noir shadows:1.1), ArsMJStyle, Colored pencil hyperdetailed realism, traditional media, colored pencil \(medium\), (hatching \(texture\):1.1), ([cinematic composition | romantic lighting, low light | film grain]:1.2) BREAK <lora:HyperdetailedColoredPencilIl:0.8> , erotic pose, (toned:0.8), 1girl, laura kinney, green eyes, black hair, long hair, choker, medium breasts, nipples, erect nipples, thick lips, blush, coy smile, dancing, erotic dance, bouncing breasts, wind lift, headphones, listning to music, (floating musical notes:1.2), comfy, pantsu-ripper, narrow waist, deep skin, solo, depth of field, thong, large tshirt, transparent shirt, deep skin, solo, depth of field,, glistening skin, indoors, apartment, living room, large windows, new york city, candid , , aroused, suggestive, groin, sound effects, rain on window, , feet apart,

>>106857723
You seem to post quite a lot here for a "dead" "containment" general

>>106857732
Yes i'm getting paid for keeping the containment up, you noticed that correctly

>>106857752
Ok

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>>106857715
what sort of stuff have you been playing around wtih?

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>>106857766
I've been doing some stuff with animals. Nothing huge or mind-blowing, but I'd like to play around with the styles.

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>>106857960
nice, I dig it. this would work as a seasonal prompt too if you toss in autumn colors

mh

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Afternoon anons

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>>106858979
ha-ha, hnggm, uhng hahh...huawahhh!!! ;D
>>106857732
i died too
sometimes people deal with heartache in v inappropriate ways
males especially can heal quite poorly\irrationally
repressed memory
trauma
shock
;c

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>>106853921
hello send bob
>>106859099
<333

>gm

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maybe the therapy actually worked ;c

GEEE EMMM!!!

Quite the stinker

mueheheheee ;3

>>106856987
>>106857752

/ldg/ is for high quality discussion!
>go to/ldg/
>posts are "1girl, masterpiece, best quality, absurdres" or "1girl,miku"and a collage of 20 identical looking girls with slightly different hair colors
Wow,such intellectual rigor. Much progress in AI.

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>>106861932
it's not nice to make fun of the mentally handicapped, anon

>>106861945
Which model do you use? SDXL?

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>>106861987
1.5. lolomixC_v1.5 [0597a4a18f]. i should re-upload it to civitai one of these days. also a constellation of loras, mostly random. scrub core lmao

>>106862028
>tfw i'll never be a bunny girl in a cursed cabaret generated by a retarded

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>>106862045
why even live?

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damnit where were these when i was making the cover for Velvet Switchblade lmao

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>>106862051
>why even live?
to gen

>be Debo
>get mentioned by trols in every thread
>my legend grows
>their gens do not

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>>106862128
live to gen, gen to live

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>>106862169
>>my legend grows
I'm prob more well known than voldy at this point

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PLEASE GOD JUST ONE GOOD GEN!

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>>106862275
suno i mean. sheesh. she has feet for hands

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this song is going to be the death of me

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>>106862275
i know that feel

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Midnight Voltage
https://suno.com/s/CxkbKyTjnoMGnL1m

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fucking finally

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>>106862401
very dad rock

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>>106862478
i choose to believe this is a compliment.
anyway, you should have heard the insane jewish salsa thing i did lmao.
wait, fucking duh!
Ghosts on the Dancefloor
https://suno.com/s/fQnfNwCsCUYisQhr

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>>106862523
I'm not sure I hear the jewishness

https://suno.com/song/5fa73002-a49c-42f0-9e71-17096b4132a9

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>>106862624
really? put klezmer as the only thing in your prompt. make suno make lyrics, that ought to be amusing.

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>>106862605
>>106862673
is this a new image style?

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>>106862684
idk, is it? i like it.

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workin on a better costume system

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here you go, anons.
Drowning in Diamonds
https://suno.com/s/cqpNdbwaNcLiNVxZ

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>>106862724
lol
https://suno.com/s/VruckFLhdmZvsjYK

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>>106862758
nice
does he have a flashy ride tho?

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>>106862758
oh hello monke!

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>>106862788
What ride would a monkey have?

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>>106862824
a wheelbarrow
or maybe a motorcycle (are lemurs monkeys?)

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How about a bananamobile?

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>>106862844
lmao, hell yea. now we're talking
I'd love to see more monke ridin the whip but i'm fallin asleep. gn

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>>106862852
sweet dreams, debo

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nerves set to ignite
https://suno.com/s/CxkbKyTjnoMGnL1m

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https://suno.com/s/WiT529cLgT0tTW3A

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gn
https://youtu.be/bsKwKfHL0AY

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>>106863014
Goodnight

i miss schizo anon

>>106863730
I'm here AMA

>>106863206
Gn debo
>>106863014
Gn debo

>>106863845
hello schizophrenic fren, i missed you, did the interview with debo ever happen?

the real schizo anon would have replied in 2 minutes max
imposter

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gm
Happy thanksgiving

is anything better than qwen edit if i'm renting an a6000?

>>106852110
Newfag here. I'm used to stability matrix and stable diffusion, but making videos sounds fun. Is there anything like "write prompt, press button" for videos? I don't like comfy UI.

>gm

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>>106864593
Good morning
>>106864729
> Is there anything like "write prompt, press button" for videos?
There are local video models that will let you prompt text2vid
>I don't like comfy UI.
I think it is the local UI that supports the video models.

>vibe killed

>one day and 16 hours ago

>>106866224
What happened, was this the last time you talked to a real female?

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>>106866471
he talks to his mom every time she brings him tendies

ok.

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Afternoon anons

>ga

>>106866513
Nice gen. I might whip out ComfyUI. Migrated to linux. Not sure if it was a wise thing to do.

>>106852155
why? it's the only reason I look for this thread

>>106852270
>https://www.bbc.com/news/articles/c8exz5yg14ko
>Mr Rinderknecht also asked ChatGPT: "Are you at fault if a fire is lift [sic] because of your cigarettes?"

can't wait to offload any and all cognitive load to a cooperation, cattle are basically user acceptance testing a nightmare

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>>106866676
Good afternoon

>>106867534
H-henlo...

>>106867390
>https://www.bbc.com/news/articles/c8exz5yg14ko
what a fuckin mess, jesus

>>106867608
forgot - lustify is pretty versatile model - best of them have hidden qualities.

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"Form is the essense of a thing" is the most amorphous and useless quote I've heard today

>>106867700
It's more like a zen riddle. But some jokers thought it's something more substantial.

>>106867821
Its nor but ok

>>106867862
What is a zen riddle?

Next Thread

>>106867904
>>106867904
>>106867904

>>106867872
Ok

After gpu upgrade, noise generation quality went up. I swear to god it's different. Of course I was late to this game.

File: 1760299419571_64d85158-48(...).png (1.16 MB, 768x1152)

1.16 MB PNG

Chroma has a six finger problem

>>106852110
I have a 2060 super 8gb and i want to do lewd videos. what AI should I use? can i even run anything locally with this shit?
I tried framepack but does not work for whatever reason