>your least funny image got put in the collage

baka

cum

Third thread in one day? Someone must be having a melty

File: krea2textencoder2.jpg (2.41 MB, 2541x3434)

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>>109238689
he will probably blame the end user because he is using a custom node or a simple lora


PSA: the text encoder implementation of krea2 in comfy is fucked

>>109238724
the differences will be bigger once you use a more complex prompt

>mfw Resource news

07/09/2026

>Krea 2 Style Reference LoRA
https://huggingface.co/ostris/krea2_turbo_style_reference

>Infinite Worlds with Versatile Interactions
https://technology.robbyant.com/lingbot-world-v2

>HIVE: Understanding Post-Hallucination Reasoning in Vision Language Models
https://github.com/hefengcs/HIVE

>Tree-of-Thoughts Reasoning for Text-to-Image In-Context Learning
https://github.com/Pandastep/ToT-T2I-ICL

07/08/2026

>LingBot-Video: The first open-source MoE video foundation model for embodied intelligence
https://technology.robbyant.com/lingbot-video

>Anima-Turbo v1.0 and Anima-Aesthetic v1.0 models released
https://huggingface.co/circlestone-labs/Anima/tree/main/split_files/diffusion_models

>SceneWorks: A Free Open Source Local Alternative to ComfyUI
https://github.com/SceneWorks/SceneWorks

>Introducing Muse Image and Muse Video
https://ai.meta.com/blog/introducing-muse-image-muse-video-msl

>NL-Diffusion-Image: 8B T2I Model from Nvidia NL
https://huggingface.co/nvidia/NL-Diffusion-Image
https://huggingface.co/realrebelai/NL-Diffusion-Image_GGUF

>Motion Previs Studio v4: desktop app for AI-film motion, depth, pose, and camera-move previsualization
https://github.com/wassermanproductions/motion-previs-studio

>Tuning-Free Latent Diffusion Models for Ultrahigh-Resolution Image Editing
https://github.com/LonglongaaaGo/UltraDiffEdit

>LILAC: Layer-Wise Independent LoRAs and Cascaded Conditioning for Multi-Concept Customization of Diffusion Models
https://github.com/marianlupascu/LILAC

>PIPBench: A Profile-Inclusive Framework for Personalized Image Generation Evaluation
https://wuyuhang05.github.io/PIPBench

>Erasing Without Collateral Damage: Precise Concept Removal in Diffusion Models
https://github.com/parthupman/care

>Meta Patents AI Device That Tracks Your Emotions, Watches You Take Your Meds
https://www.404media.co/meta-patents-ai-device-that-tracks-your-emotions-watches-you-take-your-meds

>mfw Research news

07/09/2026

>Stage-Aware Adaptation and Distribution Calibration for Subject-Driven Personalized Text-to-Image Generation
https://arxiv.org/abs/2607.07173

>DiffCVE: Diffusion-based Compressed Video Enhancement
https://arxiv.org/abs/2607.07195

>Dynamic-in-Few-Step: Unifying Dynamic Computation and Few-Step Distillation for Efficient Video Generation
https://arxiv.org/abs/2607.06631

>Gen4U: Unifying Video Generation and Understanding via Diffusion
https://arxiv.org/abs/2607.06856

>LEMUR 2: Unlocking Neural Network Diversity for AI
https://arxiv.org/abs/2607.06839

>LoCA: Spatially-Aware Low-Rank Convolutional Adaptation of Vision Foundation Models
https://arxiv.org/abs/2607.06918

>When Prompts Ignore Structure: Graph-Based Attribute Reasoning for Calibrated VLMs
https://arxiv.org/abs/2607.07395

>AnchorPrune: Relevance-Anchored Contextual Expansion for Visual Token Pruning
https://arxiv.org/abs/2607.07033

>Selective Timestep Weighting and Advantage-Based Replay for Sample-Efficient Diffusion RLHF
https://arxiv.org/abs/2607.07693

>Making Implicit Preservation Intent Explicit in Conversational Image Editing
https://arxiv.org/abs/2607.07051

>A Good Initialization is All You Need for Faithful Visual Attribution
https://arxiv.org/abs/2607.06726

>Sparse Attention for Dense Open-Vocabulary Prediction in CLIP
https://arxiv.org/abs/2607.07135

>Unraveling Machine Behavior by Multi-Level Bias Analysis and Detection: Methodology and Application to Computer Vision
https://arxiv.org/abs/2607.07236

>A Theory of Contrastive Learning with Natural Images
https://arxiv.org/abs/2607.07470

>Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study
https://arxiv.org/abs/2607.06603

>JuZhou 1.0 Technical Report: The First Edge-Native Text-to-Image Foundation Model Trained Entirely on China-Developed AI Accelerators
https://arxiv.org/abs/2606.28421

>>109238746
>>109238753
man, why you keep spamming your crap that no one uses, we are talking something important here
>>109238724
>>109238744

>>109238724
It's supposed to be CUM SLUT!!!
what are you using to allow Krea to write cum?

File: krea2textencoder3.jpg (2.77 MB, 2560x2560)

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>>109238724
another example

>>109238838
If you can't tell which one is "better" does it matter?

>>109238724
>>109238838
Without your prompt, I don't even know what would be "wrong" here...

>>109238838
share workflow I'll run the same tests on my side.

>>109238838
>>109238869

Anyways I'm testing and yeah, cpu and GPU is different, but not enough to say one is better. makes me want to try int8 tho or with a GGUF

>CPU vs GPU outputs are different
Uh... is this not expected behavior?

>>109238920
different versions of pytorch affect the output, stands to reason that no pytorch would too

>>109238855
>>109238866
ofc you can't tell since you only are able to gen some stupid fennec girl, there shouldn't such big difference in results, the more complex the prompt the more differences you will get

>>109238948
... Yes... so what's the issue

>>109238995
I tried with my current long ass prompt and the difference was minimal not even big enough to be called seed variation.

Prompt is perfect at 1MP, time to have 2MP fuck it all up!!

>>109239003
first I'm hearing of any issue, dude just asked a question

>>109239012
iirc they said they wanted to fix that for the next version.

>>109238744
TJD

File: AnimaBase1-Aesth1-Aesth1b(...).jpg (1.21 MB, 3264x2020)

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>new Anima variants came out
Neat.

Here's Base 1 versus Aesthetic 1 versus Aesthetic 1b. The 1b version generally retains Base's composition more in my tests, which figures.

File: AnimaBase1-Aesth1-Aesth1b(...).jpg (1.15 MB, 3840x1700)

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>>109239042
1600x1200 with same seed.

File: AnimaBase1-Aesth1-Aesth1b(...).jpg (1.23 MB, 3840x1700)

1.23 MB JPG

>>109239050
Nipi style.

>>109238724
>PSA: the text encoder implementation of krea2 in comfy is fucked
Can you explain with words what you mean

File: AnimaBase1+TurboLora0.2_A(...).jpg (2.04 MB, 2276x3940)

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Base 1 + Turbo Lora 0.2, compared with the new Turbo 1. Tried 8 steps and 12 steps. It doesn't like showing hands with this seed, or something.

File: AnimaBase1+TurboLora0.2_A(...).jpg (1.8 MB, 2660x3300)

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>>109239071
1600x1200, same seed.

File: AnimaBase1+TurboLora0.2_A(...).jpg (1.79 MB, 2660x3300)

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>>109239075
And Nipi style. She regained some daintiness. Fingers came out better in the 8-step version.

I think 8 steps has been coming out a little better for me than 12 steps so far, though I haven't tested that many.

can this 1girl standing faggot get new prompts? what's the point of comparison on retarded simplistic prompts that sd 1.4 can handle

File: soyjak-spinning-spinning-(...).gif (98 KB, 498x300)

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>>109237900
OMG OMG IT'S HAPPENING!! IS THAT EMA WATSON SUCKING A DICK!?!?! HOLY CELEBERINOSS WE ARE SO BACK!!! LOCAL IS SAVED!!!
THANK YOU SO MUCH THANK YOU SO MUCH

uh oh the wokes are not liking the emma watson pic

File: 2026-07-09-230437_794x607(...).png (361 KB, 794x607)

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I mean, ok sure. that *is* what I asked....

>>109239095
Not just the simplistic prompts, or that he only crawls out after an Anima release. Real problem is he won't share the full prompt with artist tags, so nobody knows what he is fucking testing. Just "X is more Takeuhi than Y" and nothing else. Same lazy shit every single release for 6 months straight.

hey whats with all the seething

>>109239012

anon that would be 10x ram

>>109239088
>>109239075
>>109239071
>>109239057
And which one is more Takeuhi, you lazy faggot? You've been using the same prompt since February. You haven't improved.
What's your ComfyUI workflow even called, "Anime Larper txt2img workflow"?

>>109239088
>nd Nipi style. She regained some daintiness. Fingers came out better in the 8-step version
Lmao holy larp

>>109239071
>>109239075
>>109239088
These actually demonstrate very well what I've been saying: turbo checkpoint is better than lora, because the lora just wants to add a whole bunch of shit everywhere in your image. It's too fried and detailed.

so, what the fuck is the point of using anima if you're just going to gen the same 1girl, standing but it takes 2.5 times longer than SDXL?

File: debo_ce_k2_00053.png (3.64 MB, 1536x827)

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>>109239170
>what the fuck is the point if you're just going to gen the same 1girl, standing
a question as old as imgen itself

>>109239205
go back to making spess gens. I don't like these.

I think I should make it a rule that if I post a gooner gen on civ I need to have actually jerked off to it as a testament to its quality.

File: debo_ce_k2_00054.png (3.64 MB, 1536x827)

3.64 MB PNG

>>109239238
I made too many space gens lol
I'll revisit it if I ever figure out how to clean them up more tho

>>109236078
How does one actually build sageattention2 from source on linux? I can't get it to build no matter what always error 255

>>109239325
>pip install . --no-build-isolation
inside comfy's venv

>>109239330
tried it, tried everything gemini suggested including downgrading things. there is something really wrong with it. I don't think it has that modern method you just posted.

>>109239330
>>109239347
I think I might be able to find pre compiled here actually but i donno if i can trust
https://huggingface.co/models?search=sageattention

>>109239095
>>109239138
Testing the same old prompt and seed with each release shows how the artist style and anatomy are changing over time for that test-case. This time the results just look kinda like sidegrades though. I guess the artist's style in Base was already aesthetic, and meanwhile hand/finger issues never quite fully go away.

>>109239125
I posted my prompts before when someone asked, ackshually. It's about as basic as it looks.

>>109239170
Anima seems better at maintaining style for upside-down faces, so there's that.

>>109239368
wait i found something better https://huggingface.co/Kijai/PrecompiledWheels/blob/main/sageattention-2.2.0-cp312-cp312-linux_x86_64.whl

provided by KJ God

>>109239419
comfy would be nothing without this man.

>>109239452
you forgot ani

>>109239452
you forgot your local schizo

>>109239095
Any prompt more complex than 1girl standing produces body horror frequently.

>>109239501
i know...

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How good is Krea 2 with deep fakes?

>>109239640
I wouldn't know, officer

>>109239452
its for cu128 though =/
I think i'm gonna try build it in a docker container with stuff that worked, everything is too new on my arch system to build it.

>>109239681
This is what I use.
never had any issues.
https://github.com/mmartial/ComfyUI-Nvidia-Docker

File: slime.png (3.63 MB, 1328x2368)

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I think this is a pretty good slime girl. Just wish she was more slimy.

File: Ideogram__01153_.jpg (2.04 MB, 2880x2160)

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That fourth rope is really pissing me off

>>109239717
can you not bbox it away?

>>109239717
your gens are pretty fucking epic man.

>>109239711
cuck

>>109239730
From you debo, that's a compliment.

>>109239737
wasn't expecting you to feel shame, since you're a cuck

>>109239711
I've seen her a lot recently.

>>109239717
My favorite part is how wholesome the crowd is. You can really feel they have deep respect for the wrestlers, really makes you feel like this was an historic moment for this small wrestling association.

>>109239688
i used gemini to do a dirty hack on '~/ComfyUI/env_comfyui/lib/python3.12/site-packages/torch/include/ATen/core/List_inl.h '

changing lines 198 to 202:

template<class T>
typename List<T>::internal_reference_type List<T>::operator[](size_type pos) {
  static_cast<void>(impl_->list.at(pos)); // Throw the exception if it is out of range.
  return {impl_->list.begin() + static_cast<typename decltype(impl_->list)::difference_type>(pos)};
}

To read:

template<class T>
typename List<T>::internal_reference_type List<T>::operator[](size_type pos)
{
  static_cast<void>(impl_->list.at(pos)); // Throw the exception if it is out of range.
  return {impl_->list.begin() + static_cast<std::ptrdiff_t>(pos)};
}

And running:
git clone https://github.com/thu-ml/SageAttention.git
cd SageAttention
python setup.py bdist_wheel
python3.12 -m pip install dist/sageattention-2.2.0-cp312-cp312-linux_x86_64.whl

>>109238995
they often screw up stable code with 'latest fixes'
e.g. pull the first acestep implementation (maybe after a first week of required fixes) when acestep's last model came out, would be good if you got some trained lora, generate some good song and use it a test config

then pull the code one month after it, or pull the current code if you want, test generation = three different song versions, first implementation being quite good, second shitty, latest one sterile shitty big time.

llama.py is where they screw up often besides redoing stuff in forward pass many other things in that one, also individual model/text encoder changes occur too that contribute to this.

it is clear nobody there is using comfy let alone testing beside 'it works'.
besides often nuking text encoders, it is worth mentioning their 'dynamic vram' bs that screwed up overall functionality.

>>109239881
did not work, hmm looking through the error it mentions compute 8.9 and i only have 8.6 so it probably that. might need to downgrade something and try again.

>>109239347
read error log or present it when psoting such questions
>>109239881
it taking you for a ride, what cuda version etc, post on their github repo they will help you
do'nt even need to post just read issues

>cu128
which card (bl;ackwell does not work with that sage version) look it up on their github repo
you will not be first nor last
and when you compile it reduce max jobs from 32 down to sensible number

read
read
read
= no problems

llm slop = waste a day or moar

>>109239932
>it taking
* it is taking you ***

go to sage github you will find your solution
or get trolled by posts here and by amazing ai llm itself

>>109239932
its the option i selected inside 'Patch Sage Attention KJ' node, its not supported on a 3060

>>109239946
i do not use that nor should any custom node pack interfere with your installation of sage
ask kj he is a good one, check issue there too

sage repo + kj repo issues = you will find an answer

>>109239955
fuck it mate, the image comes out all messed up, i guess i can't have sageattention 2.2.0 i'm burnt out on this for hours now i'm done. I only wanted it because i can't run wan with out gguf on a 12GB card it oom's fucking piece of shit. I wanted to try one of KJ's patch nodes to reduce peak vram but it requires latest sageattention version and not the crap we are currently stuck with on linux.

>>109239955
well it works so there, i use gemini pro and it was able to pinpoint in the code where it was failing and made the change because it's not necessary to actually build it. its working fine so long as i select the right backend option in the KJ node, also the memory patch node by KJ now works because I'm now using sageattention2 which i just built.

The typename keyword is already present.

This is a parser bug in GCC 14. The compiler falsely claims typename is missing because it fails to evaluate typename decltype(...) when it is placed inside a brace-enclosed initializer list within a template definition.

To bypass this compiler bug, you can remove the decltype logic entirely and cast the position using the standard C++ type for iterator math (std::ptrdiff_t).

>>109239932
i read it all though for hours, i don't have months or weeks to go learn all that shit they are talking about. i'll just give the llm the error and it looks into the source code and creates a patch, job done...

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>too lazy to watch tutorials
>set up templates and spend hours figuring out how they work

Not sure where to ask, but what are the best services to detect AI images? The ones I found work kind of badly with anime.

>>109240425
> too lazy to watch tutorials
At least you didn't have to listen to "saar set dis nod to too point for"

File: Another one.jpg (773 KB, 1784x1297)

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>>109240581

>>109240486
>>109240581
unless it's some kind of batch work you're after, your eyes.
>>109240581
id looks like a scan of an old paper.

>>109240425
You don't need tutorials or r-eddit workflows with hundreds of custom nodes.
Use the default workflows and go from there it's not rocket science.

>>109240593
the hat on Krea 2 has just one solid black color, so unrealistic lol

>>109240581
Slop

>>109240593
left is deceased

>>109240581
left looks worse youre just beeing foooled by the grain enshittification. its better to have a smooth image than a damaged one because the smooth one can be turned into an enshittened one too. another win for ikea2.

>>109240627
its not. what kind of monitor are you using. besides, it matches the darkest blacks in the rest of the scene. the gamma is good, just different vs the enshittened version.

>>109240633
slop post

>>109240649
>enshittened
It's "enshittified" Kreasaar.

>>109240649
>it matches the darkest blacks in the rest of the scene
you're just saying that the whole image has flat colors all over the place, that's not how realistic images are supposed to look like retard

>>109240593

her dick/bones not bulgin shame

i will see you at valhalla

File: text.png (2.2 MB, 2014x760)

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>>109240593
You can see here why it's important to use a good VAE, Idoegram's text is still readable while Krea 2 is just a mess

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Why are krea2 results lacking in variety?
like with the average model you can do the same prompt multiple times and it will take the liberty to do different poses or angles if they're not specified
but with krea2 the results look very similar until you change the prompt enough

>>109240648
But my troon

>>109240701
>Why are krea2 results lacking in variety?
that's the most disappointing part of the model imo, when I tried the API I used to go for short prompts and I always had 4 really different images, the model itself on local has terrible variety, as terrible as ZiT

>>109240692
they both look like shit for different reasons.

>>109240725
exactly

>>109240751
Why?

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>>109240751
she looks like jane margolis from Breaking Bad

>>109240784
Huh, she does actually.

>>109240784
>>109240792
stop capping bluds

>>109240792
>>109240784
lol no

>>109239468
true, let me revise the sentence
comfy would be nothing (much like trani) without this man

>>109240769
>>109240776
Slop

>>109239452
>comfy would be nothing without this man.
ComfyUi was already a really popular software before Kijai even existed, what are you talking about?

>>109240875
Stop replying to the thread schizo

>>109240894
Why are you here 24/7 then?

>>109240899
This is actually the first post I've made in the past 20+ hours

>>109239419
>linux
if you use linux just to run comfy then you truly are a midwit

https://www.tiktok.com/@knightcore___/video/7659820863612538143
Can local do this kind of kino shit?

>>109240942
maybe, but i am too busy to test

>>109240942
Not in one shot. Could do this with multiple LTX gens and using image edit models to maintain the character consistency.

>>109240942
nah, the knight makes a lot of complex movements, you'll get a lot of morphing if you go for Wan or LTX, only seedance 2.0 can pull that shit off

i gen girls and edit videos for myself. but i still feel discouraged when they get downvoted or the get a tenth of the likes i have gotten in the past

>downvoted
>likes
go back

>>109240942
Are you sure that's not LTX because I've seen that exact 80's vcr style done with it.

>>109241023
if I have to guess I'd say it's Midjourney for the image and Kling 3.0 or Seedance 2.0 for I2V

@109241013
where do you share your art?

>>109241009
>post my AI art on X
>zero views
>zero likes

>post on DeviantArt
>get tons of views, upvoted, stars, favorited, badges
>all from AI accounts
>still feel better about myself

>>109241031
You never know. Some people are pretty good at using LTX. But you're probably right.

>>109241042
I don't like DeviantArt it's too restrictive, you even have to censor nudity it's bullshit, this site has "Deviant" in its name but they think nudity is going too far, let that sink in

>>109241052
You should use three reroute nodes if you want switch and branching. It's not that difficult to figure out.

>>109240776
nice!

File: inpaint.jpg (638 KB, 2976x1728)

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How do I reduce the visual seams when inpainting? Doesn't matter what model I use, they all produce backgrounds that don't match the surrounding image.

Is this a limitation of local diffusion or workflow? I'm just using a default one from Comfy.

>>109240751
wow, a non-asian Asuka, nice.

>>109240425
Explains why your gay men look like generic AI slop. 1girl genners have you beat by miles.

>>109241054
have you considered going to therapy for your addiction?

>>109241179

mask and feathering too big as well as denoise to high. why are you trying to regen the entire person anyway? might as well just start over at that point no reason to keep the background

>>109241254
What do you mean?

testing testing, 123

File: 1768710567328283.png (1.99 MB, 1336x888)

1.99 MB PNG

>>109241276
here I made a visual for you.

>>109241318
>Corn
what is that?

>>109241318
1girls is for NPCs. real goonerkings generate hardcore sex only.

>>109241344
>goonerkings
lol

File: 1782333782956299.png (25 KB, 417x135)

25 KB PNG

>>109241344
>goonerkings

>>109240593
ideo is too slow. even turbo ideo requires 15 steps to get a good render

>>109241445
Where I come from, a “wizard” means a man who hasn’t had sex by the age of 30. Fitting.

>>109241455
absolute slop

>>109241455
absolutely based, cumbrainrotted faggots on homicide'd watch

why is it so hard to generate something other than 1girl? does zimage understand detailed context like girl on left does x and girl on right does y?

>>109241501
I thought it was cute.

>>109241530
i thought "prompt engineer" was a meme but i guess people really are too stupid to write a prompt

>>109241556
Iirc Z image for example was designed to be used with LLMs.

>>109240593
this confirms my suspicion that ideogram has a built in safety filter that gives women fridge bodies, just like api models

>>109241530
>does zimage understand detailed context like girl on left does x and girl on right does y?
obviously, we're not in 2023 anymore, those models use a LLM now

File: file.png (288 KB, 1051x358)

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>>109241530

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348 KB PNG

>>109241608
Oh yeah I remember that one

>>109241608
3 + red apples = 4

File: file.png (142 KB, 1006x416)

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>>109241621

>>109241638
4 + white candles = 5
krea2fags are really pwning themselves today

l2prompt tards

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>>109241627
>>109241646

>>109241654
>ESL prompt
>ESL output
imagine my shock

File: 1769599809048091.png (210 KB, 512x308)

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>>109241654
>both at correct relative sizes
what kind of faggot writes his prompts like this?

So it's very obvious now that people aren't uploading WAN/LTX jumpcut NSFW LorAs to civitai.Red anymore. Not a single one in months. Did people just quit making them or where are they now?

>>109238692
D

>>109241678
>This is some nasty ass detail
garbage VAE -> garbage details, simple as that

>>109241669
who cares?

>>109241669
people saw Seedance 2.0 and realized they were wasting their time on a fucking toy

>>109241692
You do.

>>109239170
Anon, some of us are not genuinely not genning 1girl standing.

I have never been interested in banning solo pics and that's what makes Anima so great. What I had to do through rigorous application of custom LorAs in illustrious/SDXL I can now do with just a simple prompt in anima and even then it's fresh new understandings of those concepts that illustrious didn't provide because it simply wasn't trained on those concepts.

Like with animals it's very easy to tell it to visualize a woman jerking off a thin small male human (self insert) on an ironing board on front of all of her girlfriends while they take photos of his dick cumming at his birthday party. Things like that. Get creative.

>>109241706
why? i don't like porn

>>109241690
the 720p doesn't help

>>109238724
>>109240581
>>109240593
what should I use instead of comfy to gen kea/ideogram?

File: ZiT.png (1.72 MB, 1280x720)

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>>109241731
1368x768 is 1MP though, here's a 1280x720 res image by Z-image turbo

>>109241698
>closed source API gen, no local, no LorAs, monitored and surveilled, prompt refusal


Haha no thanks, fucko

>>109240701
>Why are krea2 results lacking in variety?
distillation

File: ComfyUI_temp_ghqbh_00001_.png (2.28 MB, 832x1248)

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any models out there which can replace chroma? need to have equal or better nsfw understanding.

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>>109241743
yeah but someone actually put effort into that. tossing a bunch of meme wildcards at the ksampler is going to result in 98% slop.

>>109241743
Gen is good but god I hate how the basic zit renders stuff like sand, grass and rocks.

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ngl I am enjoying Anima more than I should ever since OneTrainer merged the anima PR.
The base is lacking a lot of tags and concepts, and even the finetunes are not there yet.
The only thing Illustrious is beating Anima at is the vast knowledge it has and tool supports like controlnet and such.

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>>109241832

Vulkan when?

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>>109241842

>>109241894
her left leg is completly fucked lol

>>109241900
it's anima

>>109241777
this is art, and chegg'd

I tried asking in the other thread but it seems like they were arguing about if their ai girlfriends are concious, so I'll ask again here,
What would be reasonably priced hardware for local image generation?
I used to use a gtx 1660 back when stable diffusion was very new, but I haven't kept up with this stuff since, and from what I understand I would need dedicated hardware for decent results? How much is too much to spend, and what hardware would I be looking for? Is there a good resource comparing prices? I found one just on benchmarks, but I don't actually understand what hardware would be considered over/under a reasonable experience, and I don't know what size models are the best now.

>>109241894
renault turbo, competiton edition (not road legal)

>>109241910
vram is king so best bang for your buck is rtx 3090, but be prepared to spend a small fortune.

>>109241910
>What would be reasonably priced hardware for local image generation?
Buy a H200 or better if you want. I still think it's quite reasonable, you're just relatively rich (not really rich but y'know enough to drop 100k or whatever they cost now).

Most just make do with a few grand at most though, because they're not particularly rich.

>>109241910
there is no reasonably priced hardware at the moment.
you get a gpu with as much vram as you afford, you get as much system ram as you can afford, get some storage, at least one big ssd and a some hdds.
not much else to it.

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>this is art, and chegg'd

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>>109241917
>>109241933
I'll probably just back off then, if there's not much I can do.
>>109241924
I used to handle these at a datacenter I worked at. Nvidia was so tempermental about how we returned them, we had to keep the box and everything, even the covers for each gpu. I'm lucky enough to have touched them, but unfortunately with how the world economy is going I'm fairly certain I won't be able to afford this at any point in my entire life. Congrats to you, though.

>>109241910
>a reasonable experience
The cheapest 16GB VRAM Nvidia card you can get your hands on, probably a 5060 ti 16gb and 32gb of system ram
>>109241991
You don't need datacenter cards or a 3090 for a "reasonable experience"

>>109241991
you'd have to be stupid to buy h100 instead of multiple pro 6000.

>>109241991
>Congrats to you, though.
why? he doesnt own one

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>>109241915
The car that no loli can resist (not road legal)
>>109241910
>ze vill own nothing and ze vill be happy

>>109241991
>with how the world economy is going I'm fairly certain I won't be able to afford this at any point in my entire life
Maybe the OpenAI/Anthropic LLM AI madness will collapse at some point?

The point anyhow is that "this is worth it too". Like, you're expense-wise not even with the people who have a famous painter paint a picture on a single ceiling and you get a shitload of nice images. It's vastly more "worth it" in terms of output than ... just about anything else that came before it still even with these prices.

Get a 5090 then?

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>>109240942

>install this shit
>tinker
>find goon model
>goon
>goon
>goon
...
>blueball myself

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>>109241973

>>109241990
>>109242002
A 5060 ti 16gb would be more my price range, I might see if I can find one. I already have some nice ram and storage, so it sounds like this would do fine.
>>109242027
>5090
My car is cheaper than the 5090s I find online. I have never spent this much money on anything. If I've ever made it, this will probably be what I get.

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>>109242017

>>109241654
so are they making models now retard proof?

>pony dev has secured serious money and compute from large investors and is actively working on V8
how can you shit the bed so hard with V7, get completely BTFO'd by anima a few months later, and then still have people throwing money at you

clown world

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What's the best single gpu (+ maybe a bunch of dozen GB layer swap into system RAM) local image captioning model ATM?

The uncensored qwens e.g. luffythefox/qwen3.6-35b-a3b-uncensored-genesis-hermes-*apex versions at low temperature (0.1) are what worked best for me so far.

Picrel is how it and krea see anon's >>109241938 horror pic from earlier

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>>109242210 (cont'd)
Picrel is the inpaint graphic >>109241179

It's really not bad but I wondered if there's something else you'd recommend.

Any interest in a Nichojou lora for ID4 and K2? I'll character tag for Mai, Mio, Aoi, Nano, and Hakase. I'll use a bdrip raws as the source.

>>109242210
I use just regular qwen3.6-35b-a3b q8. I had qwen3.6-27b write a prompt which seems to make it do a good job of captioning sex scenes. It's resource heavy if you send it large images though. My 4090D can do 2-3 images per minute.

>>109241832
>The base is lacking a lot of tags and concepts
Name one thing that base illustrious can do that base anima cannot
>I am enjoying Anima more than I should ever since OneTrainer merged the anima PR.
lol

wheres the kino at?

>>109241933
>some hdds
You haven't looked at HDD prices in the last few months have you

>>109242266
>>109242211

>>109242287
jesus christ

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>>109242260
>Name one thing that base illustrious can do that base anima cannot
I would say they are the same on that end? Although the finetunes took care of any issues the base had and added lots of variety to it. and I hope the same will go for Anima too.

>>109242118
> My car is cheaper than the 5090
How is this possible?

>>109242313
You can easily get a used a car for that same price range.

>>109242306
>I hope the same will go for Anima too.
I think people gave up on anima fine-tuning and just moved to krea

>>109242185
did v7 even come out? lol. I remember being so hyped for v7, then waiting... waiting... waiting... seeing some really shitty preview pics which did not inspire confidence. then I heard about Chroma through the pony discord, and the whole Chroma model was trained to completion in a few months and btfo pony.

>>109242185
He has experience and connections. Someone recommended him.

>>109242325
$3000?

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>>109242346

>>109240942
If you try that with open models you will get a mangled mess 90% of the time (and won't follow the prompt most of the time too), so that person is likely using an API model

so... is anima ded?

>>109242373
duh. krea2 is way better ootb official anime and major mangaka styles not to mention a plethora of western artists to mix in. All it's missing is booru artists

>>109242373
who?

>>109242373
No but anon has been trying to pretend like it's kill.

Krea still doesn't have danbooru in it so...

>>109242327
you dont think much do you

>>109242373
yeah ani was right about that

>>109242383
>All it's missing is booru artists
it's worthless then until this happens
sad

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>>109242347
Well I mean

>>109242373
DOA because no e621 + the license doesn't incentivize no one to do it + its expensive to train

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>>109242366

>>109242402
if tdrussell cared about the community, he'd make a krea 2 lora with his anima dataset

Anon, calculate how much it would cost to fnetune krea on danbooru
>>109242412
>the license doesn't incentivize no one to do it + its expensive to train
Why do you keep repeating things that have already been disproven?

>>109242420
>a lora with millions of images
loool

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what does civitai mean by this

i like when anima is mentioned now anon will go all in on samefagging to make it look like more people than just him think it's dead

i like when anima is mentioned now anon will go all in on samefagging to make it look like more people than just him think it's not dead

>>109242373
Considering it's the only popular modern booru coom model I'd say it is not dead.

You can tell anon is upset by how he copied the other guys post like that

I FARTED!!!!!!!!!!!!!!!

>samefagging intensifies

>>109242433
Ani is the new Daiz but for AI instead.

>>109242427
>Why do you keep repeating things that have already been disproven?
he thinks if he repeats it enough times itll become true

>>109242430
it only needs around 10k images to capture the booru style, tdrussell could do this in his sleep if he wanted to
why doesnt he do it? because his ego fragile cant handle the fact that it would be superior to anima

zamn! trying out krea 2 and while it is good it's a culture shock going back to a highly censored model. you have to really wrestle with it just to make it do bare feet.

i like when i'm mentioned now; anon will go all in on love bombing me

Thx 4 the laff btw

>>109242479
>going back to a highly censored model
bro already forgot about ideogram

/ldg/ should be a study in mental illness

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4 ips thread

>>109242478
Are you pretending to be retarded

>>109242491
ive never used idiotgram. is it uncensored?

>>109242479
>you have to really wrestle with it just to make it do bare feet.
krea2?

>>109242502
it's uncensored in the sense that... sometimes you can get a nipple! :D

>>109242501
5k then

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>>109242502
you get this whenever you try to gen anything remotely sexual

I feel safe. :DDD

>>109242513
2k and it's only the diaper imgs take it or leave it

>>109242506
yes. you have to go out of your way to add context to make it do soles, like beachwear etc. it's like using that old bing ai. for how well krea 2 understands other stuff, it acts super retarded when you try to get a lil saucy and thinks soles means soles of shoes even if you specify barefoot.

>>109242373
what makes you say that?

>>109242528
you've clearly missed every thread for the past week, people have been genning krea 2 feet just fine

>You should see an update in the next 24 hours.
>update to latest sdcpp version e10198d · last week
>went right back to being dead
lol

>>109242528
think we might be looking at a skill issue here

>>109242398
i fuck with the left one desu

Local CHADS. RISE AND SHINE.
Stop IT! NO MORE FRIENDLY FIRE!

CEASE!
CEASE!
CEASE FIRE!

>>109242584
But sir I'm not even loaded

WHERE IS THE FEET POSTER
THREAD LOWKEY NOT FIRE WITHOUT HIM

>>109242598
if you call for feet poster then he will not come

i can't imagine anything lower than begging for another man to generate ai feet pics for (you)

>>109242609
begging another man to implement features in your dead wrapper is lower i think

who is feet poster?

>>109242619
KEK

>>109242628
He's busy in his chambers coordinating and devising a plan against SaaS.

>>109242619
>>109242609
WE ARE AT WAR AND YOU LOT ARE ALL BICKERING! ACK!

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new kinofiguration just dropped

>>109242643
Can you please paste the text. I ain't typing all this.
I don't have OCR setup either.

>>109242643
>fingers, hands, digits, ring, watch, finger rings
no feet

>>109242663

stable, still, steady, non-shaky, no wobble, no shake, locked-off, locked camera, fixed frame, steady horizon, smooth motion, stabilized, gimbal-stabilized, gimbal, steadicam, tripod-mounted, mounted, steady, dolly, crane shot, slider shot, smooth pan, smooth tracking, crane, slider, aerial drone, security cam, surveillance footage, ear rings, finger rings, bracelet, necklace, jewelry, watch, ring, accessory, 6 fingers, fewer fingers, extra digits, distorted hands, poorly formed hands, boring, uneventful, calm, peaceful, serene, quiet, relaxing, lighthearted, vacation footage, nature scenery, landscape, still life, tranquility, censored, blocked, redacted, professional, documentary, movie, staged, reenacted, fake, artificial, scripted, digital, animated, CGI, anime, cartoon, video game, rendered, stylized, microphone, voiceover, narration, dubbing, subtitles, music, edited

God damn it, int8 matmul on a Radeon Pro R9700 is 40% slower than bf16 so int8 convrot provides no benefit

I'm testing Lingbot 1.3b to see if lingbot can handle longer than 5 seconds better than wan because that will imply things about the 30b version

I had to patch flashattention3 out because that's a hopper only thing, and sage attention2 on rocm is slower on short sequence lengths and only 2% faster on long sequence lengths because ROCm sdpa is optimized or something