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File: Haru_09.png (1.04 MB, 896x1152)
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Previous thread hit the bump limit.

Discussion and Development of Local Image, Video, and Audio Models

Previous: >>109991596

https://rentry.org/ldg-lazy-getting-started-guide

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage
Wan2GP: https://github.com/deepbeepmeep/Wan2GP
Neural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel

>Checkpoints, LoRAs, & Upscalers
https://huggingface.co/models
https://huggingbay.xyz
https://civitai.com
https://civitaiarchive.com
https://openmodeldb.info

>Tuning
https://github.com/spacepxl/demystifying-sd-finetuning
https://github.com/ostris/ai-toolkit
https://github.com/Nerogar/OneTrainer
https://github.com/tdrussell/diffusion-pipe
https://github.com/kohya-ss/sd-scripts
https://github.com/kohya-ss/musubi-tuner

>Qwen Image 2.1
https://huggingface.co/Qwen/Qwen-Image-2.1

>Minimax H3
https://huggingface.co/Comfy-Org/MiniMax-H3
https://neta.art/use-cases/en/h3-1000-prompt-list

>Anima
https://huggingface.co/circlestone-labs/Anima
https://animastyles.thetacursed.com
https://tagexplorer.github.io/
https://animadex.net

>Krea 2
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo
https://lumenastrum.github.io/clio-style-preview/gallery/

>Klein
https://huggingface.co/collections/black-forest-labs/flux2

>Misc
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Collage: https://rentry.org/neo_collage

>Neighbors
>>>/aco/csdg
>>>/b/degen
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg

>Local Text
>>>/g/lmg

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
Ty anon!
>>
A little to risky for a OP image try to play it safe next time
>>
New ideogram?
>>
>>
Blessed thread of frenship
>>
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>>109996867
You lost and your schizobake will be deleted again like always :)
>>
Kill ani
>>
i come from threads far and wide and everywhere they tell me ldg is the blessed thread
>>
>two bakes
I'm tired boss
>>
>>109996867
Are you unwilling to run an anon userscript or are you against userscripts in general? Just wondering.
>>
>>109996919
Ani why are you ban evading?
>>
>>109996941
One was made after the bump limit. The choice is obvious.
>>
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>>109996867
>>
this looks like the thread to me
>>
>>109996964
trashy nsfw gen made by a notorious schizo instead of a collage makes it a hard sell anon
>>
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>>109996978
Next time don't bake early, ani idiot.
>>
miniconstruct anon going all out rn
>>
>>109996980
>>109996989
>>109996965
Platinum wouldn't do this
>>
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>>109997008
Dawn?
>>
>>109996948
Just don't bake early, anon.
>>
If ani spent time more time developing his crappy wrapper instead of trying to get rid of the rentrys from ldg, do you think anistudio would be better?
>>
Can anyone link the ldg discord? I am now willing to endure this shit anymore.
>>
>>109997035
I'm not that anon, I was just curious is all.
>>
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>>
>hes doing the thing where he reposts gens in the troll thread to make it look active
boring
>>
>>109997052
Just.
Don't.
Bake.
Early.
>>
>>109997057
That's the ani.
>>
>>109997051
Is there an ldg discord?
>>
>the sad cretin is spamming old debo will smith gifs in the trollbake
>>
>>109997062
I already told you I'm not that anon.
>>
>>109997076
Yes.
>>
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>>109996867
>mfw Resource news

10/06/2026

>Kandinsky 6.0 Video: Foundation Models for Synchronized Video and Audio Generation
https://github.com/kandinskylab/kandinsky-6

>MiniMax H3 for Forge Neo
https://github.com/eduardoabreu81/minimax-h3-forge-neo

>ComfyUI-MiniMaxH3-Studio
https://github.com/rookiestar28/ComfyUI-MiniMaxH3-Studio

>WanGP v17.00 — With Great Speed Comes Even Less VRAM
https://github.com/deepbeepmeep/Wan2GP#6th-of-october-2026-wangp-v1700--with-great-speed-comes-even-less-vram

>TRACE: Time-Adaptive Residual Attention Control with Content-Style Decomposition for Training-Free Diffusion Style Transfer
https://github.com/pixelchemy-research/TRACE

>NAMVIS: Next-Scale Autoregressive Multi-View Image Synthesis
https://corl-team.github.io/namvis

>DynaMesh: Dynamic 3D Texture Generation
https://threedle.github.io/dynamesh

>ClasSAE: Class-Aligned Sparse Autoencoders via Differentiable Feature-Class Affinity
https://github.com/St0pien/ClasSAE

>BossouChimpanzee: Long-term Chimpanzee Video Dataset
https://robots.ox.ac.uk/~vgg/data/BossouChimpanzee

>Obliviate: Erasing Concepts from Autoregressive Image Generation Models
https://github.com/multimodal-ai-lab/Obliviate

>Fine-Grained Caching for Diffusion Transformers with Few Calibration Conditions
https://github.com/zihaowu25/InvarDiff

>MIND: Microstructure INverse Design with Generative Hybrid Neural Representation
https://github.com/TimHsue/MIND

>TinyLuma: Lightweight, native post-processor and batch editor for AI-generated images
https://github.com/ThetaCursed/TinyLuma

>ComfyUI v0.39.0
https://github.com/Comfy-Org/ComfyUI/releases/tag/v0.39.0

>ComfyUI-UltraTex: Unleashing 2K Multi-View Diffusion for 3D Texturing
https://github.com/visualbruno/ComfyUI-UltraTex

10/05/2026

>Prism: Dynamic Sparse Attention for Native 2K Joint Video-Audio Gen Model Training
https://huggingface.co/FrancisRing/Prism

>Looped-DiT: Looped Diffusion Transformer
https://github.com/OpenSenseNova/Looped-DiT#model-zoo
>>
Seriously when is new ideogram?
>>
>>109996867
>mfw Research news

10/06/2026

>Salvation Lies Within: Eliciting Inherent Style Transfer in Step-Distilled Diffusion Models
https://arxiv.org/abs/2610.05066

>FADE: Frame-Aware Diffusion-Transformer-based Multi-Concept Erasure for Video Unlearning
https://arxiv.org/abs/2610.03980

>Geometry-Aware Preference Optimization for Text-to-Image Diffusion Models
https://arxiv.org/abs/2610.04980

>FASTER: Fast Adjoint Stochastic Transport for Endpoint Refinement in Reward-Guided Image Editing
https://arxiv.org/abs/2610.04538

>A Spatiotemporal Semantic Importance-Guided Unified Compression and Editing Framework for AI-Generated Videos
https://arxiv.org/abs/2610.05779

>Hybrid-Basis Feature Forecasting for Diffusion Sampling Acceleration
https://arxiv.org/abs/2610.05254

>Level-of-Token Diffusion
https://georgenakayama.github.io/lotdiffusion

>From Pixels, Without Pre-training: Joint Generative and Self-Supervised Representation Learning in One Model
https://arxiv.org/abs/2610.05711

>Beyond Plausibility: Verifiable Fine-Grained Image Editing on Structured Assets
https://arxiv.org/abs/2610.04381

>LoRA's Second Descent Extends Beyond Parameter Parity
https://arxiv.org/abs/2610.04507

>Rethinking Long-Video Efficiency: A Joint Allocation Perspective on Frames, Pixels, and Front-End Latency
https://sixundong.com/projects/lohi

>RPFQ-ViT: Rotated Phase-Frame Quantization for Extremely Low-Bit Weights in Vision Transformers
https://arxiv.org/abs/2610.04457

>A Strong Baseline for Evaluating Vision Encoders in Multimodal Large Language Models
https://arxiv.org/abs/2610.05413

>LyapuFlow: Controlling Generative Flows with Lyapunov Feedback for Inverse Problems
https://arxiv.org/abs/2610.04326

>DriftSR: One-Step Real-World Image Super-Resolution via Distribution Drifting
https://arxiv.org/abs/2610.04819
>>
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>>109997119
>>
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Which is worse for video output, turbo 8step or spectrum 20step?
>>
>>109997186
Suck it up and learn to be patient.
>>
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>>109997186
Fuck you
>>
>>109997089
Is it too late to get there?
I just want a place to discuss local diffusion without all of this shit.
>>
>>109997189
There is nothing wrong with optimisation
>>
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>>109997223
Depends which one you go to. Ani is a mod in one of them.
>>
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Wasn't there some retard here the other day who didn't realize that turbo and all video speedups cause motion to completely shit itself?
>>
>>109997195
Do NOT post this on /u/
>>
>>109997256
Cumfy kitchen does the least amount of hard, close to lossless
>>
>>109997256
Nobody disputes this.
The thing in question is spectrum.
Meaningful speed improvement, but at what cost?
>>
>>109997272
You keep shilling this retard.
Anyone using comfy kitchen over sage is fucking dumb
>>
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This is my first ever generation
>>
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>>109997119
>>109997126
>>
>>109997272
I don't file comfy kitchen under the same category as turbo distillation desu
>>
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>>109997300
>can't even make anything original
>still losing
>>
>>109997297
Model?
>>
>>109997119
>>109997126
Fuck off you parasite and get a job
>>
>>109997322
>>can't even make anything original
It's funny that he recycles both insults hurled at him and gens from anon kekkkk
>>
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>>109997333
https://civitai.red/models/1224788/prefect-illustrious-xl?modelVersionId=2081643
Based off what this one is using.
https://civitai.red/images/105170630
>>
>>109997348
It's so pathetic
>>
>>109997342
ironic
>>
>Illustrious
2023 called and they want their gen back
>>
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>>109997303
Damn
>>
Its funny watching ani desperately struggle
>>
>>109997251
life in plastic, it's fantastic!
>>
>>109997246
I don't know. Any actual active discord would work. Is ani actually banning people in the server where he's a mod?
>>
>>109997441
This
>>
>>109997303
i wish i had the workflow for this

also when are we going to admit this is just /cumg/ under a different name?
>>
>>109997457
>i wish i had the workflow for this
It's literally just the built in comfy template for I2VA in Minimax H3
>>
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>>109997484
nice
>>
>>109997467
thanks, i haven't tried video much yet
>>
>>109997537
Definitely try it.
Its amazing
>>
i just fapped and i entered this thread and now i want to fap again, how could this be happening to me?!

>>109997566
i already have too much ai porn, but lets keep going and see what happens
>>
>>109997566
If you want to wait 8 minutes for 5s.
>>
>>109997297
my first one was barely recognisable as anything, though that was with sd 1.5 and i had no idea what i was doing, naturally. kinda wish i saved it anyway but oh well
>>
>>109997594
Poorcuck
>>
>>109997593
Based and fap pilled
>>
>>109997645
the combination of ai images coupled with custom ai text is way too powerful, my poor dick can't keep up. making them into videos may well be too much
>>
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>>109997314
I was hoping for some braps here
>>
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>>109997642
Actually not really poor. My income is above average and I have a 4060ti rig but I refuse to give Jewsen Huang 6000 for a card that's only worth a third of that. kthxbai
>>
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>>109997705
Then get the fuck out of this general, poorfag. Owning a 5090 is the bare minimum to post here.
>>
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>>109997721
>he only has a single 5090
Who are you calling a poorfag?
>>
new kroma is massively better btw
https://huggingface.co/Clybius/Kroma-Quantizations/blob/main/kroma-v0.3.1-turbo-opd-W8A8.safetensors
>>
>>109997721
>owning [a condition made by me which I fulfill] is a prerequisite for [doing what I do], otherwise you are [a slur]
Do you sometimes think about what you write?
>>
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>>109997721
i have an RX 7800 XT, lol
>>
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>>109997787
apparently he is also training the TE now which apparently krea 2 needs. Top row is with TE training, 2nd is without.
>>
>>109997289
I'm not sure sage even supports AMD, so it's nice that Comfy Kitchen now exists with comparable speedup for a fraction of the digging.
>>
>>109997787
Catbox some coom and show anon the goods
>>
>>109997883
our eyes are not ready for that body horror
>>
>>109997905
but our bodies are ready...
>>
>>109997727
This is what peak performance looks like.
>>
>>109997905
>>109997912
>>
>>109997913
This is what samefagging looks like.
>>
>>109997929
Hmmm nyope
>>
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spilling scalding hot cooking oil over ani and debo <3
>>
>>109997787
is lodestones doing an actual simple finetune now or is he trying to murder the model with frankenstein surgery again
>>
>>109997975
Take a wild guess
>>
>>109997975
he is both finetuning it and finding a way to improve krea turbo's variance. This is 8 step with great variance. He has not released the new TE yet though.
>>
so did newfrens finally learn or is it gunna have to happen again?
>>
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>>109998012
no, i think you will have to keep spamming, bitch ;)
>>
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>>109998001
I always imagine lodestones as a Tzimisce vampire from world of darkness and his finetuning attempts like Tzimisce fleshcrafting with the model being the victim
>>
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watch out guys our beloved chris-chan is getting mad again lole!

>>109998021
why do you think you're still welcomed here, grifter-kun?
>>
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why are there 2 generals
also is the anon arround who made this
i have a question about your workflow
>>
>>109998041
im not comfy.
>>
>>109998036
nyope! try again :]
desu he didnt really need to spam stuff but who am i to tell him to stop
its nice that the norentry thread is getting spammed like how the rentry threads usually get spammed this is the first time thats happened
>>
>>109998051
its comfy-kun
don't forget it
grifter-kun is fine too
just make sure you add the kun
>>
>>109998021
cute
thanks for everything comfy
>>
>>109998045
because you touch yourself at night
>>
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>>109998045
because people with severe autism and agp need to force their existence into people's attention, despite being told repeatedly they they're not liked and to fuck off

it's kinda rapey when you think about it..
chris-chan energy... ick.
>>
>>109998045
One of the thread schizos keeps trying to erase evidence from the OP (see the rentry links at the bottom).
>>
>>109998098
>>109998100
>>109998119
im not new i was tricking you
>>
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>>109998136
thats ok im more than happy to explain why they need to slit their wrists and ill happily repeat myself until they do
:D
>>
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>oh aniiiiiii~~
>are you ready for your euthanization?
>actually i dont care LOL guards you can hold the freak down now
>>
Thoughts on solattn?
>>
>>109997119
>>109997126
thanks, kandinsky's looking good
>>
>>109998045
I am around. It's just the default workflow for Realism Engine 3, though, so I'm not sure I can answer too many detailed questions.
>>
>>109998045
That's just an ordinary SDXL finetune gen.
>>
>>109998149
>>109998181
You have some serious issues wanschizo ngl
>>
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I am so afraid that my 4060 will die on me from all that genning guis. I even tuned the max watt down to 110 that's how afraid I am.
>>
>>109998270
understandable, but if it makes you feel any better, I never had a gpu die on me and I used to heavily overclock and overwatt those things to extreme points and use them for years
>>
>>109998270
You can't even generate a cat meme how am I supposed to believe you?
>>
>>109998284
I bet you didn't have an early '10s gpu
those pieces of shit died all the time
>>
>>
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>>109998223
dude its krea2
>>109998190
so you just got the meta data from the lora? can you tell me what gpu and how long it takes for you for one pic? it is taking me fucking 8 minutes and the result isnt even as good as yours
even chat gpt makes a better copy of this than i can. i tried intorealism and a wai xl with face recognition, nothing comes close and krea takes too long in my amd gpu and the result isnt even as i want it. this is the exact same workflow as you btw except i bypassed turno lora since i am using krea2 turbo bf8
>>
>>109998318
I did, none of them died. All of them had massive coilwhine though
>>
>>109998342
had 570 die on me just from gaming
my friends' nvidias also died left and right back then.
apparently they had very bad soldering during those times. you're unironically lucky if it didn't die on you, especially with overclocking
>>
>>109998335
looks shit. Try a different sampler.
>>
>>109998284
I also never had a gpu die. I even ran a 660 ti back then for years with a loose fan frame, it still works.
But still. Back then it was just gaymes I could find a game on an older gpu (I also have a 1070 in the shelf).
But I never was so addicted to anything as I am to genning and goon chatting now.
>>
As expected nobody cares about the troll bakes and will always post in the real bakes, also the new kroma looks promising but lodestones will find a way to fuck it up
>>
>>109998420
Are you gonna pretend that the real bake isn't getting spammed? We're just honna wait till the meltie is over and move
>>
>>109998431
but i dont see any spam in this thread?
>>
Why does that one anon keep purposefully changing a single character in his posts? Like "hunna" instead of "gunna" but he was doing it yesterday too. He was playing both sides of the trolling, but why does he do that thing with the letters?
>>
I absolutely hate ComfyUI. I don't know why- I just hate it. It is lowkey the worst UI ever, and every moron uses it. New model? Straight to ComfyUI. What a load of crap. And no, I don't have a problem with nodes I used them in Blender for years without issue. I don't mind complex UIs, either. I've managed fine with Blender since version 2.41 and with GIMP it's all just a matter of getting used to things but ComfyUI. everything about it sucks. The way it works, the way it looks, and the damn attitude of the whole community workflow here, workflow there," "wow, great image, can I have your workflow?". Fuck this shit
>>
>>109998431
This is the real thread, I'm sorry but you can do this as much as you want and spam this as much as you want but like we keep telling you, nothing will change and there's nothing you can or will ever be able to do about it.
I suggest you improve /sdg/ and leave us alone.
>>
>>109998463
just use a wrapper like swarm
>>
>>109998473
>just install mono on top of all that pyfon crap
no
>>
Why is the other thread full of garbage?
>>
>>109998522
Because it's the thread that makes the two most aggressive and insufferable schizos seethe, something about rentries and collages makes them really mad
>>
>>109998522
That's all they have and post, none of those schizos have made anything that's both local and original. They are just fucking with us and have put in a crazy amount of time doing so.
>>
>>109998335
Yes, that's how I got that workflow. I imagine it could also work reasonably well without this two pass stuff and the non-standard VAE. I'm using a 5090 and it takes roughly 25 secconds. There seems to be something seriously wrong with your output. What GPU are you using?

https://litter.catbox.moe/j5hc4z.png

Here's the exact settings and prompt I'm using. The "very young" in the prompt sometimes leads to undesired results, but it definitely beats goth girls looking like mid 30s women.
>>
>>109998522
wanschizo had a meltdown and started his spambot because he saw that thread was getting all the activity.
>>
>>109994289
Well, I see a few mistakes in how you're using it. First you should not use Krea 2 Turbo, use the raw model with the Turbo distill instead, as that has less noise artifacts when doing img2img from my testing. I noticed you made the image 1152x1536, but with Chroma-Krea, it's very important to use 2K instead (as Chroma-Krea is based on a merged model Chroma model, it performs poorly below 2K). It's common that if you drop below 2K res, you don't get a photograph even if you ask for it, if you need to do that then use regular Chroma HD Flash instead of the mix. Also, I have no tested orientations on it other than square, so can't comment on whether those work as well. Lastly, place "Amateur photograph" or "Photograph" at the start of your prompt, to focus the attention on it. Also keep in mind, that because of the fact that it's a merge being prompted at non-native res, the Chroma model doesn't always work as flawlessly as just using the normal one. The rare case involves split view prompts, which it interprets as not split down the middle and instead down the left side of the image, but that can be now be fixed with an editing model in post-processing.
>>
cozy breas
>>
>>109997715
keep posting
>>
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Kino alert!!!
>>
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>>
>>109998711
Have you tried selling your goods yet? I don't want you to stop posting here but I would be remiss if I didn't mention how I think you could make bank selling tutorials or some shit.
>>
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>>109998575
i tried arround a bit
its about a minute with only one k sampler and no upscale but it looks like a very old phone camera now. i only have a amd rx 6800
>>
>>109996867
Everyone hates you lol
>>
>troll thread deleted
based jannie
>>
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>>
>>109998045
>looks at the people in the background
huh, that guy looks like he has no pants on
>>
>>109999372
They can only troll for so long before they get actual eyes on the situation. I these daily seething sessions ends after this.
>>
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They did all of that just to make zero progress and end up in a worse spot
>>
https://files.catbox.moe/swnt3v.mp4
>>
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Could one of you share a ComfyUI workwork for Anima that has regional prompting? All the material I looked up didn't help.
>>
>>109999614
Look up the crop and stich inpainting node in the manager or whatever search engine. That's the one that works.
>>
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>>109999072
>>109999097
keep your gay shit in sdg you fucking creep faggot
>>
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>>109999654
This one?
>>
>>109999658
Yep. Should be pretty self-explanatory.
>>
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if ur dad or uncle diddled you thats not my problem no need to impose your gay fetish shit on other people

creepy fuck
>>
i would like to request some muscle mommies
>>
>>109999237
whered you get this pic of me
>>
>if ur dad or uncle diddled you thats not my problem
Projecting much? Everyone knows you are gay for ani
>>
>>109999667
Outright doesn't work with anima. It does nothing. Does it require some special checkpoint?
>>
>>109999855
It does. I've used it with Anima base with success. If you wait like two or so hours I'll be able to post a workflow. I assume you're missing a connection or setting with the nodes.
>>
>>109999901
I'll wait, thank you very much.
>>
>>109999855
In the meantime here is an article that might help out
https://lilting.ch/en/articles/anima-inpaint-m1-max-lanpaint-cropandstitch
And if you're really impatient maybe you can find something in the archive
https://desuarchive.org/g/search/text/Cropandstitch/
>>
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>>
What should I prompt for?
>>
>>110000173
bugs
>>
>>110000206
That's actually a good prompt idea thanks anon
>>
>>109998040
okay
>>
Did the pokemon schizo kill himself yet?
>>
Hibernation Mode: Activate
>>
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>>109998335
>>109998575
>>109999286
NTA, but I tried the prompt and seed with just Krea 2 Turbo (int8 convrot) and some decensor loras, out of curiosity. 1280x1920 with 8 steps takes about 5.5 mins with an 890M iGPU. 1560x2344 takes about 8.5 mins. I'm running with --use-ck-attention and --fast fp16_accumulation.
>>
>>110000469
Here's 1560x2344 without loras.
>>
File: Krea2Turbo_00002_.png (3.63 MB, 1560x2344)
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>>110000474
Wait, my bad, that was with TextFusion. THIS is without loras.
>>
whats with all the dad/uncle rape fantasies you guys have? so creepy
>>
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>>110000491
its just one guy
>>
>>109999902
Do you still need a WF or did you figure it out?
>>
>>110000533
Send it!
>>
>>109997874
What's the third row? Human art?
>>
>>109999099
I guess I could kek, though I imagine most normies are comfortable with aesthetic plastic ZIT or Kreaslop, and H3 video is most popular nowadays.
>>
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>>
i'm warming up to LLM generated prompts. i have amassed a sizable collection of high quality handwritten ones that i can use to feed as examples for how the writing style should be in the new prompt
>>
>>109998711
Do you have any comparison images, model vs model?
>>
>>110000758
Thank you for letting us know.
>>
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>>110000537
This is an old prev3 gen but it'll work with 1.0 and I only now realized it's not using any custom nodes. It's from my own frontend so you'll notice the WF looks a bit off but I'm sure you can just rip out the important parts. I'd typically batch 4-6 seeds.

Original: https://files.catbox.moe/ogct0p.png
Anima Inpaint with vanilla nodes: https://files.catbox.moe/cifp93.png
And then picrel iopaint to remove the stray line
>>
>>110000600
I was the dude that asked about the generation times some threads back. I thought it was 3 minutes on my 3090 because that's what it would say on the side asset panel. In reality it's 3 minutes to generate the chroma image and 3 minutes for the krea2, or something like that. Either way it's actually 6-7 minutes total on my 3090 at 250W. The updated workflow with the negative prompt is actually like 30 seconds slower for each image. Either that or my prompt changed and that's the cause for the longer gen time. Even at this slow speed, it's still worth it. I'd rather wait 6 minutes for a good chance of a decent image than wait 2 minutes for a 90% chance of plastic slop.
>>
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>>110000758
Can you share with me your handwritten ones? I don't care if they're NSFW prompts of little girls. This sounds like a good idea and I'm too lazy to write the prompts myself to show as an example.
>>
>>110000469
>>110000474
>>110000479
whats with all the kids anon
>>
>>
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>>110000600
dont fall for it anon, selling tutorials is only inviting jeets to steal them from you, as soon as you publish a tutorial, a jeet will automatically download it, pass it thru a SaaS AI service, repurpose it and sell it as its own
>>
>>
>https://rentry.org/comfyui_guide_1girl
>Edit: 22 Sep 2026 19:45 UTC
>no mention of anima
>>
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>>
>>110000972
how does this look with the new Qwen model? great gen btw
>>
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>>109999672
is there something you want to share with us anon?
>>
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>>
The Duality of Anon
>>
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I wish fanza allowed gaijins to sell content, I would make so much money
>>
>>110000924
they are specifically written for ltx 2.5, so let me know if you still want one
>>
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>>
>>
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qwen 2.1 is crazy good for what little i've thrown at it so far, both speed- and quality-wise, though it does still suffer from some mild issues in the latter department it's often good enough to goon to
shame edit models are so rare these days, i need some way to self-insert into various scenarios
might try H3 next if my 3090 doesn't explode
>>
>>110001062
nevermind then. I thought they were regular image prompts.
>>
>>110000985
well duh. anima is a downgrade to noobxl
>>
>>109997721
So much for democratizing art... Good. I think oligarchies and aristocracies are better
>>
>>110000972
Lol don't worry anon, I wouldn't actually sell tutorials, I know it's not as feasible as just running full SaaS and that's not practical for the workflow I run anyways, plain Krea 2 with a LoRA is probably more profitable than that

>>110000894
>3 minutes to generate the chroma image and 3 minutes for the krea2

That seems too much for Krea 2 side however. Are you on latest ComfyUI (CUDA 13)? That actually matters for speed. On my 3090 with 64GB of RAM it's just 1:50 and 40 secs respectively, I do not power limit however. Maybe power limit has a bigger impact than I think and the time is normal.
>>
>>110001227
me on the bottom
>>
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Trying to do some clips with default img2video H3 workflow and if i press instant run it just does this? like its trying to save the last one instead of generating a new?
>>
>>110001294
because you trying to generate the last video with the same settings,
change something or change seed
>>
>>110001294
you're running on a fixed seed
>>
>>110001303
>>110001304
thanks, new to comfy and im already tripping on jank
any nodes i should get?
>>
I'm trying to finally transition from a webui to Comfy, but there's one specific behavior that I can't figure out how to specifically or easily replicate.

In a webui prompt, you're able to use brackets in the following ways in any part of your prompt and at any time:
>[A|B] will alternate every step between what's in A and what's in B. You can add as many '|'s as you want to add more and more tokens to alternate between
>[A:5] will only apply A from the 5th step onwards
>[A::5] will only apply A for the first 5 steps

Is this just impossible to do this simply in Comfy? This is 90% of how I'm able to refine and get the exact styles or outputs I want in a webui (for example, starting the prompt in the style of one artist for framing/proportions then switching to another artist for rendering, then another, etc.). I only want to change small portions of a prompt and not have to reroute through multiple copies of the same prompt with small differences, especially for the ones with alternating steps.
>>
best nsfw h3 that doesn't change the face?
>>
>>110001338
theres a custom node for it
>>
>>110001146
good one anon
>>
has anyone used this face-swap lora and gotten good results consistently?: https://huggingface.co/akatz-ai/MiniMax-H3-Character-Swap-LoRA If so, can you share your settings/workflow? I've only gotten one truly good generation from it.
>>
>>110001397
Any idea which one? All I've been able to find is Dynamic Prompts, which doesn't actually allow you to do the kind of step-based control I listed and only seems to allow you to randomize or combine prompt outputs.
>>
>>110001419
i wasn't kidding
>>
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>>109998711
noted, thank you.

Question, do you get good results with explicit stuff? like straight up porn.

I keep trying and it always glitches out with porn stuff, specially on the ChromaHD side. Having a Power Lora Loader (rgthree) node would be nice, altho I don't even know where to put it on your workflow lol.

So far I've been getting better stuff (NSFW) with Lustify (krea2 checkpoint) and some added loras like SNOFS, but I know your wf has potential to generate realistic nsfw stuff

Also do you mind sharing the prompt of that "cow" pic? I want to try it with this other workflow I mentioned and compare both results.
>>
>>110001612
oh you crack me up
>>
>>109998711
>>110001681
How are real women supposed to compete with this?
>>
>>110001752
By being real and not Korean?
>>
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>>110000985
he has a good taste in artists
>>110001146
the pros outweigh the cons imo
>>
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>>110001681
this the same prompt with the other nsfw workflow, it looks less realistic but they're sluttier.
>>
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>>
you may take a seat
>>
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>>110000824
Thank you, it works. But I can't get it to do what I actually want to.
Like, I'm making images for my chatbot, and when I prompt multiple OC characters, the AI mixes up attributes, and that's what I need to fix. For example, I have these two girls that wear ribbons in black and white, but the AI mixed them together, and I just wanted to flip their hair ribbon colors, but I can't even get it to do that. I've been at this for hours on a task that should have taken seconds.
>>
How true is this?
>>>/h/8964388
>>
>>110002009
Just banter
>>
>train a krea loli lora
>train a krea style lora
>try combining the two, works only some of the time
>still have to go through creating a lora for all of the other cunnies
>$20 runpod rupees when I could've been gooning to anima that just works â„¢
>>
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>>110002030
Do people feel okay training loli loras on runpod?
>>
>>110002039
Of course, just submit your pedographic training material to them and see how it goes.
>>
>>110002039
People host comfy on it and gen the same shit so
>>
>>110002030
just use nai, retard
>>
i ejaculated and now my gens dont really look as good now
>>
>>110002062
hmm ... nyoo
>>
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>>110002032
that orc was just minding his own business wtf
>>
>>110002130
Imagine you're hanging on for dear life and an entire house is ripped from the ground and slammed into you.
>>
>>110002140
i'll add more cool destruction. i was thinking it's kind of boring right now with no houses or cars flying around
>>
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>>110000469
Those are the exact undesired results I meant when I mentioned the "very young" part of the prompt. With Realism Engine 3, you mostly get some 19-20 y/o looking girl, without it you apparently get to be on a watchlist.
>>
how do i make water, raindrops and tears not look like cum in realistic krea 2 gens?
anything water on skin looks like white cum, which i think is from the anime datasets
>>
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i'm back to using Ai-Toolkit again. i just noticed an OOM message, which is fair, but it's not crashing my training. previously with ai-toolkit, and all other training scripts i've used, an oom error means a full crash where i have to restart the training. is this some new fancy feature that handles oom errors better, or is it messing up my training and i should go back and up the off-loading a couple of percent?
>>
How does one wrangle negative prompts to H3?
Feels bad to roll useless result when it takes so long every try
>>
>>110002447
Harden yourself, my son. You just reroll and deal with the consequences.
>>
>>110002423
seems like people are starting to make better memory managers for cuda. wan2gp recently got an update that somehow pushes through a generation if you end up slightly exceeding your vram. this could be a similar technology. there's a chance that it causes the training to take a bit longer if it has to keep redoing a process, so i would personally stabilize the settings
>>
>>110002423
You can thank lodestome for that https://github.com/lodestone-rock/RamTorch

>>110002479
That's just regular ram offload
>>
>>110002503
>You can thank lodestome for that https://github.com/lodestone-rock/RamTorch
if only all furfags could be this based
>>
>>109996867
MINIMAX
WOULDNT
JUST
FUCKING
SHUT
UP

FUCK
GIBBERISH
TALKING

I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE I HATE GIBBERISH TALKING

EVEN LTX WOULDNT LET YOU TALKING GIBBERISH
>>
Reminder Gibberish audio is a bug on Minimax itself (Ill doubt it ever gonna be fixed)

https://aireiter.com/blog/minimax-h3-prompt-review
>>
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>>
>>110002652
>>110002644
who cares?
>>
>>110002673
20 million people who download Minimax H3. Its crucial because LTX is beating Minimax in audio consistency
>>
>>110001681
Softcore stuff is possible but it's a matter of figuring out how to best prompt Chroma. I recommend swapping the textfusion to v2 https://civitai.com/models/2775340/krea2-textfusion-refusal-reduction-lora-updated

More hardcore porn (piv etc...) is also possible, but possibly needs a LoRA or more tweaking to see proper non-censored genitals. It's kind of limited there because Krea tends to censor it more than usual, but it still helps over not using the wf at all. I recommend 1408x1408 for the res if you're trying to get PIV porn.

Some 2K res examples
https://files.catbox.moe/x30bma.png
https://files.catbox.moe/6rov11.png
https://files.catbox.moe/vfndxq.png
https://files.catbox.moe/wljqy3.png
https://files.catbox.moe/yqosxq.png

Notice the extreme denoise increase to 0.75 on the more hardcore prompts at 2K res. Still better than without the wf, but Krea is doing more heavy lifting. I actually found it to be much more consistent and less body horror for it at <=1408x1408 resolution. The mix performs excellently at the Chroma side with hardcore porn at those resolutions, if you don't mind losing some quality. Otherwise, just 0.75 at 2K works fine and is still unslopped. If you find situations where Chroma Krea is struggling, might be worth a try at that lower res.

>>110001855
That is just prompt engineering for their clothing to be see-thru.
>>
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>>
>>
>>110002681
i guarantee it is a prompt issue
>>
>>110002710
Its not a prompt issue. Its a bug from Minimax. Try a picture where 2 person facing each other with Anime style.
>>
>>110002719
and what is the prompt?
>>
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>>110000600
Don't sleep on L2VA, boys. It's H3's secret coom weapon.

https://files.catbox.moe/ucu3l7.mp4
>>
>>109997787
Kino, I'll check it out
>>
>>110002732
Try "girl and boy facing each other silently"
They gonna talk gibberish no matter what you do
>>
>>110002736
Kek, nice
>>
>>110002742
ok wait, i need to download h3
>>
i wish i could run h3 desu
>>
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>playing around trying to make minimax h3 work on my hardware
>finally get it to generate a few things
>now i'm getting oom's again even trying to generate the exact same clip
huh?
>>
>>110002742
i did multiple generations and none of them had any talking
integrated_multimodal_description: [Shot 1] anime, 2d, animated. girl and boy facing each other silently.
overall_soundscape: ambient wind and cicadas chirping.
non_diegetic_music: N/A
https://litter.catbox.moe/zyilhk.mp4
>>
>>109997119
>https://github.com/eduardoabreu81/minimax-h3-forge-neo
if mmh3 is possible on neo, why hasn't haoming included it yet?
>>
>run wan2.2 5b i2v in default cumfart template
>prompt girl dancing
>gen 5 s
>video doesn't really move, hands melting into a blurry blob while the character doesn't do a single step
useless shit
>>
>>110002908
Because he's a single developer and not a company like Comfy?
Go buy him a Coffee to speed up process.
>>
>>110002975
I was inferring that eduardoabreu81's extension is an obvious malware injection.
mmh3 is not and will never be possible on neo.
>>
>>110002987
>is an obvious malware injection
lol sure, Jan
>>
>>110002992
Who?
>>
>>110002992
ok, looks like eduardoabreu81 was bold enough to advertise it
>https://github.com/Haoming02/sd-webui-forge-classic/issues/1380
so maybe it's legit
>>
>>110003020
(You)
>>
>>110003030
>>110003030
>>110003030
>>
>>110002987
Why shouldn't it be possible?
>>
>>109997787
Thanks, gotta check it out
>>
>>110002838
how loong to gen this
>>
>>110003451
i didn't save the time but the steps themselves took a couple minutes. i wanted to do one without the turbo lora as well but i'll have another go at it later. this is on an AMD card as well
>>
>>110003492
what card i am on amd as well
>>
File: out.webm (1.91 MB, 896x1344)
1.91 MB
1.91 MB WEBM
>>110004107
RX7800XT 16GiB
that time doesn't count the clip/text encoding part. still messing with it to try to get it more reliable

does this count as safe for work? i upscaled this one afterwards using waifu2x
>>
>>110001011
you guys need to come up with something new than the 'no u' card
kys faggot
>>
>>110001021
faggots like you got curb stomped
the moment we give you lee way you start encroaching with your faggot shit
faggots like you got curb stomped
dont forget that
>>
>>110004622
yaaasss daddy step on me
>>
>>110004627
https://www.reddit.com/media?url=https%3A%2F%2Fpreview.redd.it%2Faftermath-of-an-alleged-curb-stomp-v0-sbrch51wq6la1.jpg%3Fauto%3Dwebp%26s%3D16c0762d9ea923435902560793a340b0888c5df4
>>
>>110004634
keeek, was it that bad when your uncle did it?
>>
>>110004652
he thinks because he got raped by his relative that everyone else has too lol
dumb faggot
>>
>>110004663
Unfortunately I wasn't, 30 and virgin :)
>>
>>110004676
and youre still a faggot
so go kys
>>
>>110004689
no u
>>
>>109997874
Tess Kotkin <3



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