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File: 1787005727751972.mp4 (1.41 MB, 1280x736)
1.41 MB
1.41 MB MP4
Previous: >>109578567

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

>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

>Minimax H3
https://huggingface.co/Comfy-Org/MiniMax-H3

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

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

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

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
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/ldgcollage_v2

>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
>>
solution to BJs sounding like snacking on carrots??
>>
>>109575769
>>109575769
>>109575769
>>
>mfw Resource news

08/17/2026

>pagedMark: AI watermark removal built for Apple Silicon
https://github.com/doofzoff/pagedMark

>Stripe strikes mega-deal for OpenRouter
https://www.axios.com/2026/08/17/stripe-openrouter-paypal

>Context-Anchored Tile Refine: Nodes for tiled refining and upscaling
https://github.com/Blakeem/ComfyUI-ContextAnchoredTileRefine

>ComfyUI MiniMax-H3 SPEED Sampler: Runs SPEED (Spectral Progressive Diffusion) on packed video+audio latent
https://github.com/StanLukuvka/ComfyUI-MiniMax-H3-SPEED

>ComfyUI MiniMax H3 Parallel Attention: Exact activation-only attention-head sharding
https://github.com/AesSedai/ComfyUI-MiniMaxH3-Parallel

>Concept Guidance: Precise, Training-Free Latent Control for Text-to-Image Generation
https://github.com/CompVis/concept_guidance

>Marionette: Predicting World States, Rendering Geometry, Painting Appearance
https://alayalab.github.io/Marionette

>CoANeRV: Coordinate-Aware Token-Space Neural Video Representation
https://github.com/jialong2023/CoANeRV

>PiD 1.5 qwenimage — NVFP4 (ComfyUI-ready)
https://huggingface.co/BennyDaBall/PiD-1.5-qwenimage-nvfp4-comfy

08/16/2026

>EVOKE 14B - a 3-step, CFG-free interactive world model
https://evoke-world.github.io/Evoke

>10eros minimax h3
https://huggingface.co/TenStrip/10Eros-Max

>10Eros-Max beta2 — NVFP4 (ComfyUI native)
https://huggingface.co/sakamakismile/10Eros-Max-beta2-NVFP4

>Twitch addresses backlash after streamers find AI is being trained with their content
https://www.dexerto.com/twitch/twitch-addresses-backlash-after-streamers-find-ai-is-being-trained-with-their-content-3398045

>ComfyUI ALL-in-ONE MiniMax H3
https://github.com/LeonQ8/ComfyUI-ALLinONE-MinimaxH3

>Animating on Twos: Training Keyframe-Animation Adapters
https://github.com/alvdansen/animating-on-twos

08/15/2026

>ComfyUI MiniMax H3 Extender
https://github.com/tritant/ComfyUI_MiniMax_H3_Extender

>ComfyUI-H3NegativeLab
https://huggingface.co/CCP6/H3-Shadow-Negative-Nodes
>>
Blessed thread of frenship
>>
>mfw Research news

08/17/2026

>Beyond Text Conditioning: A Systematic Study of MLLM-DiT Fusion for Video Generation
https://arxiv.org/abs/2608.14043

>RankT2I: A Submodular Framework for Discovering Interpretable and Diverse Semantics in Text-to-Image Models
https://arxiv.org/abs/2608.14226

>PROVE: Training-Free Prompt Recovery using Verifiable Evidence
https://arxiv.org/abs/2608.13671

>MagnifiQ: Patch-aware Text Guided Progressive Upscaling for High-Resolution Image Restoration
https://arxiv.org/abs/2608.14543

>RGBX-Next: Towards Realistic Generative Rendering from G-Buffers
https://arxiv.org/abs/2608.13929

>PPOM: Marginalizing Patch-Grid Phase for CLIP-Based Generalizable Vision-Language Prompt Tuning
https://arxiv.org/abs/2608.13969

>CRAFT: Constrained Reward via Attention Fine-Tuning for Subject Personalization without Composed Targets
https://jihun999.github.io/projects/CRAFT

>CPI-Bench: A Comprehensive,Practical and Intelligent Benchmark for Real-World Image Editing
https://arxiv.org/abs/2608.14546

>ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models
https://arxiv.org/abs/2608.14022

>Designing Reinforcement Learning for Diffusion Models: A Unified Path-Space View
https://arxiv.org/abs/2608.14430

>ProFocus: Interpreting Affective Experience in Artistic Images with Progressive Visual Focusing
https://arxiv.org/abs/2608.13974

>Limitations of Synthetic Data Generation in Specialized Data-Scarce Domains
https://arxiv.org/abs/2608.13729

>SPARGen: Unifying Spatial Perception and Reasoning through Native Multimodal Generation
https://arxiv.org/abs/2608.14138

>Attention Capture Is Not Detection: A Two-Stage Account of How Humans Miss Localized AI Image Edits
https://arxiv.org/abs/2608.13865

>Seeing Red, Thinking Bad: Color Bias in Vision Language Models
https://arxiv.org/abs/2608.14286

>Doomed to Re-Annotate, Forever: The ImageNet Story
https://vrg.fel.cvut.cz/reimagenet
>>
So what is the best slopnode for writing H3slop?
>>
>>109582597
Thanks for sharing so I can report spamming
>>
>>109582617
Simply spin up llama.cpp or kobald
>>
File: KoledaDrill.png (1.32 MB, 1024x1536)
1.32 MB PNG
https://files.catbox.moe/0kk8fq.mp4

Really struggled to get decent images for this out of ANIMA, but Krea2 kinda refuses to gen this kinda stuff. Doesn't even seem to know what a micro bikini is. Adding the stupid Rebalance node completely lobotomizes the model, though. So the outputs are also kinda bad.

Anyone got a lora or checkpoint suggestion for Krea2 that could allow me to gen this stuff with Krea2 instead of having to rely on the completely fucky tools and scene ANIMA creates?
>>
>>109582601
>https://github.com/StanLukuvka/ComfyUI-MiniMax-H3-SPEED
How bullshit is this one?
>>
>>109582625
Moron.
>>
>>109582625
Is llama.cpp a local engine?
>>
>trusting n*gbo malware spam
ngmi
>>
Blessed thread of frenship
>>
File: output_no_audio_lossless.mp4 (3.36 MB, 1056x608)
3.36 MB
3.36 MB MP4
>>109582633
That retard has and will continue to link anons to malware and he will find it funny if you do get infected.
Ignore
>>
>>109582631
a bit too robotic animation wise but nice anyway
>>
>>109582595
Prompt for the sound of bones breaking. No I am not memeing.
>>
>>109582650
KEK
>>
>>109582595
I have no idea why it's that sound but it drives me insane too.
>>
>loads a video of an amazing blowjob but made by an ugly porn actress
>loads an image of a beauty I have around
>"please replace the woman"
>gets something normally impossible
this is magic
>>
>>109582686
>saved a video of an ugly porn actress in the first place
porn addicts are mentally ill
>>
>>109582631
Kino, kino. People are harsh on AI outputs now, but this is extremely good for gens and motion. If you have a place you post stuff, please let me know.

For Krea2, you must use the Krea filter bypass, it can make nearly anything without hurting the model too much. krea2filterbypass3
>>
>>109582686
>doesn't post the vid
>>
>>109582686
lets see some of that magic
>>
>>109582697
oh nice, a eunuch is among us!
>>
>>109582330
>>109582415
>I'm going a assume he can't actually do it because you can do it in krea either in one pass or a two pass light high res fix
? Explain. I have 24gb vram, but I don't know what you are talking about. I'm new to krea2
>>
>>109582697
I have internet anon, I can download stuff

>>109582706
>>109582700
maybe once I get a proper dick instead of an alien one, only issue with the gen
>>
>>109582727
you're not having sex either
>>
>>109582745
huh, you said it was magic but you get a mutilated dick? that means you arent using the model properly wtf
>>
>>109582770
I meant her face got perfectly ported over and replaced the professional ugly one, that's the magic part
but dick seems to suffer, so not perfect yet sadly
>>
My dick also suffered after wanking too many times with MiniMax.
>>
>>109582789
add a masked out image of a penis as an image reference
>>
Someone recommended this as a lazy prompt writer for H3: https://github.com/duckyshell/ComfyUI-MiniMaxH3-Prompt-Writer

But I don't like how it doesn't let you specify the amount of cuts like GemmaPrompt.
But then again, GemmaPrompt doesn't allow Audio and Video input for R2V...
>>
Havn't coomed from any of my MinMax gens, I made a vow to never be so degenerate to cum to my own video gens
>>
>>109582798
not a bad idea, I'll see what it does
>>
File: MiniMax_H3_00130_.mp4 (2.39 MB, 1056x608)
2.39 MB
2.39 MB MP4
am I really surrounded by people that jerk off to their own gens
>>
>>109582860
I don't really, they're too short, but I enjoy the erotica anyway.
Also your video has the wrong aspect ratio.
>>
>>109582860
jerkin to this one right now
>>
>>109582860
Who literally doesn't jerk off to their own gens
>>
File: MiniMax_H3__00116.mp4 (1.34 MB, 896x576)
1.34 MB
1.34 MB MP4
>>
>>109582886
make a variation of it. if its 3 videos over 12 seconds its fappable
>>
anons who don't use turbo, what's your favorite sampler scheduler for quality and yet some speed?
I use the default res multistep + simple as it looks fine but at 20-25 steps it can be quite slow
>>
File: 1770349133405242.jpg (462 KB, 2557x1212)
462 KB JPG
>>109582963
I want to use the extender node for that, to get to 1min+, hopefully it'll be better than what I got with wan.
>>
>>109582944
>wasting eletricity to animate an eldrish horror in human skin
wouldn't be me
>>
>>109582843
i haven't tried it with a video reference but it works well for anything where the guy's cok doesn't start visible, like the girl unzipping the guy's pants and pulling it out. otherwise it's mostly weird potato dicks
>>
File: 000.jpg (143 KB, 489x1021)
143 KB JPG
i'm loving MY h3 prompt enhancer. latest features:
- basic auth
- save/loading of sessions
- optional temp folder where all uploaded content is stored
- mobile notifications
- queue system just like comfy. run unlimited jobs
- prompts are saved as .h3 files.
- notepad++ syntax highlighting for the .h3 format.

and last the most important feature, safe guards for model loading. the prompt will give a warning if the gpu usage is above 20%. additionally, if ollama has the model loaded and you run a comfy workflow, the ollama model is automatically unloaded. i know another anon here has a similar ui so im just sharing my ideas.

we are COOKING
>>
>>109582992
>wasting electricity to post anonymously on a 4chan board
>>
>>109583015
keep doing your necromancy shit lil bro, don't get your panties in a twist
>>
File: dd1_compressed.mp4 (1.55 MB, 1376x768)
1.55 MB
1.55 MB MP4
Playing with some more models.
>>
>>109583003
I'm just beginning to play around (last I did was with wan 2.1 lol), but the worst I've seen were the vaginas, aka minidick horrors
do you use a disembodied dick or a full nude male body as reference image? is the text encoder smart enough to just understand with a dick?
>>
File: MiniMax_H3__00119.mp4 (1.94 MB, 640x832)
1.94 MB
1.94 MB MP4
>>
>>109583006
I just use silly tavern + enhancer card lol
>>
>>109582653
Yeah, I'll most likely redo it in a higher Res and more steps once I have a way of getting better base images. Movement has to remain a bit robotic to match the original, though.

>>109582698
Thanks. Don't really post anywhere except here.

Will give krea2filterbypass3 a try. Looks pretty good judging by the examples. Thanks for the suggestion.
>>
>>109583035
disembodied, referenced inline in the prompt like 'she pulls out his penis <Picture 2>' which it seems to understand
i will admit since i started doing this someone probably came out with a decent penis lora but i haven't looked.
>>
>>109583056
>looked up silly tavern
>chatbot for anime characters just to interfact with models
what the fuck that sounds bloated as hell
>>
>>109583099
you can have anything as cards, anime characters, or "h3 helper"
I'm used to it, been using that since 2022-2023
>>
File: MiniMax_H3__00120.mp4 (1.9 MB, 640x832)
1.9 MB
1.9 MB MP4
if this doesn't make you cum you're gay
>>
>>109583110
fuck off
>>
>>109583069
thanks anon
and yeah for now I didn't check loras much, I figured it would take time for people to get used to the model and make actual ok ones
>>
>>109583040
>>109583110
What are you prompting for the camera grab and zoom in? I tend to get objects mixed in between or disturbing it. Love me some lips.
>>
>>
>>109583110
I'm gay then
>>
>>109583126
>At 12.500, she pouts her heavy, pillowy lips, a deep, exaggerated, and wetly-textured pout, her lips parting slightly to reveal a hint of a perfect, white, even smile, preparing for a slow, certain, and crushing kiss. At 14.000, the tension breaks as she settles into a slow, knowing, and devastatingly smug smile, her eyes narrowing into a heavy, smoldering, ink-lined slit that radiates absolute, predatory confidence.
>>
>>109583127
Damn, that's pretty trippy, yet consistent.
>>
>>109583150
Cheers
>>
can we uncensor h3 yet
or distill model is too hard to train?
>>
mind filling threads before you bake new ones newfags?
>>109575769
>>109575769
>>
>>109583172
>trani/n*gbo troll thread
nope
>>
Comfy should come with a wizard that installs sageattention or something, holy shit

I finally did it without a guide after putting it off for days.
>>
>>109583173
why do you care about that shit. this is an anonymous website. screeching over namefags should be a permaban
>>
>>109583127
how u do dis
>>
>>109583176
zip it n*gbo
>>
What's the LDG meta for video upscaling? Pls a morsel of spoonfeed pls
>>
how do we get the ai janny to ban this namefag obsessed newfag?
>>
>>109583174
They just released a new built-in ModelAttentionBackend node that does essentially the same thing with the 'comfy kitchen attention' mode.
>>
>>109583188
gotta be done in post. ive seen that effect before.
>>
>>109582578
FUCK I hate running my GPU during summer
why can't it be winter
>>
>>109583110
>western troon
>lipstick/excess makeup
>hag
0/10 didn't even twitch
>>
>>109583040
>>109583110
nice
>>
File: MiniMax_H3__00122.mp4 (2.78 MB, 800x1056)
2.78 MB
2.78 MB MP4
>>109583221
u gay lol
>>
>>109583215
i know right. I can't wait for winter. I can leave my gens running 24/7 without my room turning into an oven
>>
>>109583215
If you have central air put your pc between your supply vent and the door with the exhaust on the door side, then turn the central fan on when genning with the door open. nobody talks about rooms for pc thermals because nobody cares about how hot the user is
>>
>>109583195
he's not a newfag. he's been at this for 4 years
>>
>>109583243
jessica needs neutral canthal tilt to look right. Marilyn monroe had negative canthal tilt. positive isnt sexy even though its a feminine feature. No idea if you can prompt it with H3
>>
>>109578489
Ooh, --use-ck-attention gives an appreciable speedup over pytorch attention on my AMD iGPU.
>about 10% with Krea 2 Turbo (5 mins instead of 5.5 mins)
>about 20% with Anima (425s instead of 525s)
At first I thought the CK stood for Composable Kernel (which doesn't support my hardware last I checked), but in this case it was Comfy Kitchen. Glad I looked up the flag.

>>109582631
>>109582698
Fedor Bypass is supposed to have the least side-effects, if their technical description is to be believed. I've seen it bleed colors and characters though, so YMMV. Haven't tried the others for comparison yet.
https://civarchive.com/models/2746817?modelVersionId=3089754
>Every "safety bypass LoRA" is just a tiny file that overwrites the positions of some of those knobs. That's literally all they do.
>Where the existing files differ:
>skc3vo / z0jglf — twists ALL 12 knobs. But knobs 1–8 and 12 aren't refusal at all, they're style/anatomy priors. When you crank strength high enough to defeat refusal, you also warp faces, skin, and proportions. Hence the "plastic" look at higher strength.
>FilterBypass3 — twists knobs 9, 10, and 11. Knob 11 is a secondary refusal, but it also has a side-effect on how naturally humans render. So at strength 5 you get uncensored output but expressions look stiffer than they should.
>FilterBypass2 — twists only knobs 9 and 10. Actually the cleanest of the community bunch, but for some reason hardly anyone uses it.
>The file I made keeps FB2's exact knob-9 and knob-10 values and locks every other knob at zero [...] Because knobs 1–8, 11, and 12 are literally zero in my file, no amount of strength can move them. Cranking strength only turns knobs 9 and 10 harder.
>>
>>109583258
Why do mods let this retard bake. I would have taken his image posting away if I were a fucking mod
>>
>>109583272
i've tried every bypass filter, fedor is the best imo.
>>
i wish anon would twist my knobs...
>>
>>109583269
no idea what you're talking about josef goebbels
>>
File: 1782540209350213.mp4 (1.45 MB, 800x800)
1.45 MB
1.45 MB MP4
>>
>>109582595
Record sounds of you sucking on a popsicle and use it as a reference file
>>
What is the best vision capable qwen3.8 heretic/abliterated for h3 prompt writing? The Blackfrost version?
>>
File: MiniMax_H3__00123.mp4 (3.71 MB, 800x1056)
3.71 MB
3.71 MB MP4
>>
I recall laughing at anons who were using language models to write prompts in 2024.

"It makes sense" they said "the datasets are captions with llms so obviously your prompt should be generated by one."

I would say, "you're retarded. a human prompt will always perform better than one generated by a cold, dead machine."

How foolish I was.
>>
>>109583176
>why do you care about that shit.
>should be a permaban
why do (YOU) care then
>>
>>109583431
i remember thinking how retarded it was when models moved away from tag based 1girl,masterpiss style promts
>>
File: sexy jam.mp4 (2.36 MB, 1216x672)
2.36 MB
2.36 MB MP4
activation memory scales with frames * pixels, so 0.9 MP at 9s is cheaper than 0.8 MP at 15s

>>109582578
>my throwaway slop gen where the prompt is literally just "spaceship going into a black hole" is the OP image
kek anyways here's a catbox for this workflow, I have everything turned on and I'm happy with it as a turbo workflow for 16gb VRAM
https://files.catbox.moe/93kq16.webm

also I had to make some sort of patch to get er_sde with spectrum and turbo working. here Kimi K3 explains it: https://rentry.org/h3er_sdepatch
but you can just use euler/beta and it should be fine for stochastic turbo + spectrum, some other ones work right now too

440 seconds for vidrelated btw, it took 80 seconds just for the vae decode fuck me
>>
>>109583438
anon the original datasets were all natural language captions... booru models came after...
>>
How are you guys creating keyframes with consistent characters?
>>
>>109583433
esl
>>
>>109583359
Her eyes dont tilt inward
>>
>>109583465
a reference image should take care of it automatically. image models aren't really good for moving a camera around a scene, so a trick i would do is get a video model to move the camera and then use an image model to put the character into that frame. then you can use that again as a keyframe for a new generation
>>
>>109583465
very carefully and time consumingly.
I did a 18s + 18s minimovie.
I have front and back of all my characters (single image sheets),
I have all the assets I want them to hold front and back,
If I need, I would need the starter keyframe from the last shot of the last frame of the first video, if I needed a particular middle of the clip shot from a seed, I would have to generate and generate until H3 got it right and screenshotted it and use that as a middle key frame.

tldr, lots of work because H3 hallucinates at the best of a prompt.

>>109583440
thanks I'll play with yours, Im like a week behind on updates
>>
File: videogen__00065_4chan.webm (3.86 MB, 960x1248)
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3.86 MB WEBM
non stop elf sex
>>
>>109583514
Waist too fat
>>
Does prompt weighting not work for H3?
What if you use other text encoder model?
>>
>>109583511
>thanks I'll play with yours, Im like a week behind on updates
only thing I'm not using is something to speed up the vae decode, I think there's a couple of nodes in development to help with that
>>
>>109583440
Pretty sure we'll see this kind of commercials soon
>>
>>109583526
i remember someone here saying it worked if you spammed the same word over and over. never tried it though
>>
File: videogen__00055_4chan.webm (2.3 MB, 960x1200)
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2.3 MB WEBM
>>109583525
elves are at their best when they're fat slampigs anon
>>
>>109583455
maybe. when i started it was sdxl/sd1.5 finetunes and it was all tag based
>>
>>109582578
Make a fucking collage you lazy faggot
>>
File: 1565007178364.jpg (77 KB, 785x785)
77 KB JPG
>>109583555
>Make a fucking collage you lazy faggot
>>
>>109583559
>>109583555
>>109583553
>>109583538
>>109583537
>>109583536
checked
>>
all me btw
>>
File: 1766741746433202.mp4 (1.58 MB, 704x896)
1.58 MB
1.58 MB MP4
>>
>>109583586
black ops 2 remake in 10 years will go so hard
>>
Im retarded. How to use " attribute_transfer: " ???????
>>
Why do they keep recommending SeedVR2 for video upscaling?
Every time I try it, I get weird pixel flickers, take a billion years to process, and randomly OOM on top of it.
There isn't anything better?
>>
>>109583538
im okay with this
>>
>>109583599
ltx is the new meta for upscaling
>>
>>109583597
Attribute transfer is a cope node to make ComfyUI to look more like Houdini. I don't think you have any meaningful use for this.
>>
>>109583537
I tried,
>RAPIDLY RAPIDLY RAPIDLY RAPIDLY RAPIDLY
to make fast actions.
And Clanker started talking jibberish.
>>
I turned on nodes 2.0 and it runs like ass. fuckin' retards can't even vibe code this shit to the finish line?
>>
>>109583622
i use things like "whizzed", "lightning speed", "instantly" if i want things to happen fast
>>
>>109583553
1.5 and prior used captions scraped instead of generated. so yes they were natural language captions
>>
>>109583612
Yes lemme just unload and load a brand fucking new model/text encoder/vae just to upscale.
Fucking genius.
>>
>>109583659
that anon is wrong anyway.
>>
>>109583659
what's the problem? you already have the final product if you want to upscale it
>>
welp, I enjoyed my two days off. spent the ENTIRE time in comfyui playing with minimax and enjoyed every moment. finally nailed down ref2va so that it works perfectly. it's unreal the things you can do with this model. time to sleep
>>
Does H3 understand international units ?
I specifically described a 3 meter long sword but it was just a generic long sword.
>>
how much do you guys all pay kimi for the prompts to do H3?
>>
>>109583682
It understands vectors, short sword, long sword. Giant sword.
>>
>>109583682
the model is trained through automatic captions of videos. none of them know what the length of something is
>>
>>109583692
>paying for prompts
i shiggy you diggy
>>
>>109583682
Just describe it as "the length of two babies skewered end to end"
>>
For fuck sake GemmaPrompt what the FUCK is the developer doing?
>>
i spent the weekend failing to get H3 to work on comfyui. i thought having 2 video cards would help but it confuses the minimax stuff. I had to turn off pinned memory before it would work.. but i did like 5 other things that might be important too. i'll post when i can definitively say what worked and why...
>>
>>109583711
>the developer
You're giving him too much credit. He just vibed the whole thing.
>>
>>109583731
That makes me wonder, maybe I should just let me Codex open the repo and actually fix it. More specifically, add support for more than 4 shots and support for video and audio refs.
>>
>>109583751
I'm surprised you haven't done that already. It's so easy and far less work than crying here about it for a week or however long you've been at it.
>>
>>109583754
What the FUCK is your problem?
>>
Submission for sexy jam: https://litter.catbox.moe/vu4p4r.webm
>>
>>109583757
vibe coders are like jews. they give you poop and then kvetch when you call it poop
>>
everything that comes out of ref looks like shiny plastic
>>
>>109583731
I doubt anyone programs things from scratch now. Programming is a solved problem.

>>109583780
Skull issue
>>
>>109583767
You posted this like 3 times now
>>
>>109583757
Just put the tokens in the bag and stop whining
>>
>>109583788
And I'm not going to stop, especially now that I know it annoys you.
>>
>>109583767
this rocks
>>
Enjoying Qwen3.8 abliterated as a prompt writer. It's definitely delivering better results than Gemma4 Heretic.
>>
>>109583068>>109582698 >>109582631
the bypasses help in various ways but I think micro bikinis are not trained?
>>
>>109583802
Please stop. They're both similar in quality and neither is better than the other as a whole. Each has their own areas where they shine. The LLM's should only be used as a basic framework anyway.
>>
>>109583792
dumbass
>>
>>109583819
Holy shit cry some more? I've tried both and I get better AND more consistent results with qwen3.8. That's all there is to it you cuck. Gemma4 would often create shots at 00:00.000 too which results in erroneous output.
>>
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>>109583829
>dumbass
>>
>>109583802
i already found the uncensored qwen 3.6 more useful, both for image->caption/prompt and just prompt->prompt
>>
>Ref2VA get the face accuracy right
>Motion sucks
>FLF2VA motion is better
>Face accuracy is shit.

I hate this shit
>>
>>109583835
nta but I look like this.
>>
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>>109583847
>nta
>>
>>109583852
Yeah just like this but browner. That's me!
>>
>>109583843
No you just don't know what you're doing. I get fantastic results from both models.
>>
>>109583870
You just make weird fetish videos about ani, debo and comfy tho and they all suck
>>
gonna blame that 1 Kairi h3 genner for the VA's death. next time use a catbox instead of a timed link faggot.
>>
File: 1763374060042887.mp4 (1.1 MB, 800x800)
1.1 MB
1.1 MB MP4
>>
>>109583840
Post a comparison with the same input.
>>
File: MiniMax_H3_00244_.webm (2.44 MB, 704x896)
2.44 MB
2.44 MB WEBM
https://d.uguu.se/sRMyvkib.webm
>>
you got any wojak of me?
>>
>The Krea 2 sigma schedule is the resolution-aware exponential time shift, so the scheduler config is expected to set use_dynamic_shifting=True together with the Krea 2 shift parameters (base_shift=0.5, max_shift=1.15, base_image_seq_len=256, max_image_seq_len=6400).
Emmm, does comfy do that already? I never seen anyone play with that, or any workflow have those types of options
>>
>>109583876
Uh no I dont waste time on memes.
>>
>>109583884
I'm a fiend for this specific style of woman
>>
>>109583947
Eg. a virgin. There's no shame in admitting this fact, anon.
>>
gonna go back to krea2 for a bit to gen some stuff to animate later.
>>
>>109583958
damn that was uncalled for i just said i liked the girl
>>
>>109583959
Krea + H3 is the current local meta.
>>
deleted all those stupid custom nodes. fresh start with krea 2 and h3 with as few custom nodes as possible. muy bueno
I will never open another workflow and click "install missing nodes" ever again. stupid jeets have a custom vibecoded node for every single simple task that comfy likely already does by default
>>
>>109583979
welcome to the comfy side of comfyui
>>
>>109583979
as wide as the ocean but as shallow as a puddle. the cumfart ecosystem is a farce
>>
How can detectors tell krea photos with scrubbed metadata? Does it leave a watermark?
>>
>>109583972
It was a joke, anonie.
>>
>>109583997
>Does it leave a watermark?
Not in the way you're thinking, no.
>>
>>109583997
>Does it leave a watermark?
all AI leaves some sort of "watermark"
the vae usually leaves some sort of noise unique to that vae but it's not intentional
>>
>>109583997
Probably does something what colour printers do with the yellow dots. Also most common aspect ratios and resolutions tell immediately it's AI generated.
>>
>>109583979
Installing random ass malware nodes? Shiggy diggy
>>
>>109584022
comfyui is already malware so that's redundant
>>
>>109584008
Interesting. Where can I read more about that?
>>109584011
I've tried cropping and adding my own noise/blur/contrast in photoshop but it still gets flagged easily.
>>
>>109583804
Works for me. I've put micro bikinis on... a number of different things that maybe they shouldn't be on. Look good for me. I cranked the lora to strength of 5, it seemed to help. The original image didn't seem to change for me.

I use a prompt enhancer, and the key to get it to do wht you want is to put like the thing it doesn't want to do in front of everything else. Some things Krea2 likes to do, others you have to be explicit and put it int eh front of the prompt. I do basics for gens
>>
>>109583987
>>109584025
Can you reply again but without sounding like a jilted ex
>>
>>109583878
That VA dont voice Kairi anymore after KH1
>>
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my namine krea 2 lora was successful but kinda janky.
https://gofile.io/d/linfjr5U
>>
>>109584030
why reply to me?
>>
If you use turbo lora with h3 and complain about quality, you need to be punched in the face
>>
>>109584030
Ur a fag. How's that?
>>
>>109584025
May as well include every python project lul
>>
>>109582639
Yes? It's just a language model thing and there's plenty of good language models that can ingest the style guide for minimiax prompts and output a proper formatted prompt. I use Qwen 3.6 for example. If it refuses just use prefill and turn of thinking.
>>
>>109584028
>things that maybe they shouldn't be on
billy mays? a velociraptor?
>>
https://www.shodan.io/search?query=comfyui
you guys don't just generate porn on rando's hardware?
>>
>>109584038
I do and say this, but also use sageattention
>>
What should I gen?
>>
>>109584027
>Interesting. Where can I read more about that?
https://arxiv.org/pdf/2511.16136
>>
>>109584054
kinos
>>
>>109584054
Embrace the edgelord like me and make an anime battle. It's difficult. Once you get a good gen it hits harder than any porn in the dopamine receptors.
>>
>>109584045
you aren't wrong kek
>>
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>>109583878
hope the namine one doesn't die.
>>109583976
krea2 is just too OP of a model.
>>
>>109583878
i'll beat your ass nigger/ fuck you till you love me for putting that bad voodoo on me
and not my fault catbox is shite that never works right.
anyway pick which one you're lusting after and i'll reup.
>>
>>109583903
embarrassing
>>
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>i'll beat your ass nigger
>>
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god i wish that were me
>>109582269
nice
though the books should be facing the crowd
>>
>>109584035
Based. What did you use to training at what Pc
>>
>>109584101
i say this and look like this
>>
File: 1575712385869.png (73 KB, 1029x1040)
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>embarrassing
>>
Ani is claiming faster low res speeds with sdcpp. Chat, is this true?
>>
>>109583884
kek
>>
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>>109584118
several in-game screenshot of her from chain of memories, screenshots of her in cgi fmv for dream drop distance and screenshots of her from kh3. i made clear caption distinctions between the games and visuals. A total of 56 images, at 5000 steps, 1024res, rank 32, automagic 3, sigmoid, learning rate 0.0001
>>
>>109583784
I program from scratch on occasion.
>>109583769
There's skill expression even in vibe coding. Namely if you didn't know how to code originally, your vibe code slop will still be slop. It's just about design documentation and planning now.
>>
>>109584140
Under 1024px it's faster but over and it's slower. It's a wash.
>>
File: Krea micro bikini tests.png (1.94 MB, 1586x1074)
1.94 MB PNG
>>109583804
>>109584028
Different Anon here; can confirm micro bikinis work with Krea.

>1) Skinny anime girl wearing a micro bikini at the beach. She is standing in the water, grinning at the viewer.
>2) Anime girl wearing a micro bikini at the beach. She is standing in the water, grinning at the viewer.
>3) Anime girl with large soft breasts, wearing a micro bikini at the beach. She is standing in the water, grinning at the viewer.
Seed: 256635123367888
>>
>>109584153
Wouldn't that be better for tiled upscaling?
>>
>>109584158
someone was doing slingshot bikinis a few days ago too
>>
https://github.com/Comfy-Org/ComfyUI/pull/15695
>taeh3
?
>>
>>109584176
previews dumbass
>>
>>109584158
>Fedor Bypass
never heard of Fedor.
>>
>>109584160
It doesn't have tiled sampling.
>>
>>109584187
yet*
>>
>>109584183
he's the guy that invented the assault rifle
>>
>>109584183
gregor's brother
>>
https://d.uguu.se/ggNBcvnL.mp4
>>
>>109584189
If development continues at the same pace tiled sampling won't be needed anymore. It's already kind of falling out of fashion.
>>
>>109584200
if it's faster and high quality then I don't see the issue
>>
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>tfw she's more cuter and loveable than young lunafreya.
>>
>>109584201
If what's faster and high quality?
>>
>>109584200
didn't LAX make a tile controlnet for anima just for that? I don't think it's leaving anytime soon especially since upscalers accentuate mistakes
>>
>>109584183
Me neither; see >>109583272
>>
>>109584052
finding some Indian guy's DGX spark convinced me not to get one lmao, pretty slow on image gen
>>
>>109584211
It took Anistudio 6 months to get anima support anyway.
>>
>>109584035
got a link for lunafreya?
>>
>>109584225
unified memory is a meme especially with the dogshit bandwidth it's got
>>
>>109584230
to be fair, ani compares it to pony and he is kinda right on that
>>
>>109584242
If you don't think the model is very good why did you bring it up?
>>
>>109584243
What do you mean?
>>
>>109584242
why did he talk about trying to make an open version of it if he thought it was like pony?
>>
>>109584225
>DGX spark
Its only somewhat useful for LLMs, but even then its still slower than a 3090
>>
>>109584243
>"people don't care about tile upscale"
>*show people care about tile upscale even though it's a model I don't use*
>"noooooo you can't use a model you don't like as an example!"
uhhh
>>
>>109584266
hey, why did you use two quotation marks next to each other?
>>
>>109584158
these are mostly mini not micro bikinis?

micro bikinis are the more extreme version of a mini bikini, they cover the nipple and maybe aerolae if the aerolae are small but the point may even be that they don't cover the aerolae either.
>>
>>109584262
pony was untrainable because of a fucked text encoder.
anima is untrainable because of a fucked encoder adapter.
ani probably wants to do it the right way without some encoder jank or the tiny shitty llm tdruss chose
>>
>>109584254
?

>>109584266
Anon implied it was a bad model not that he simply does not use it. But its pretty clear that anon is grasping at straws.

>>109584284
No, his words were "it's anima but with an open license". If it was as you say, it would've been something like "it's going to be the next top anime model".
>>
File: MiniMax_H3_00052_.webm (1.61 MB, 544x608)
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1.61 MB WEBM
>>109584104
>>
>unironically zero users except for the author
>theres always a single anon defending it with all his might
>>
>>109584284
>anima is untrainable because of a fucked encoder adapter.
but I train anima fine? Unless you meant something else than lora
>>
>>109584311
>is a completely
gm saar
>>
>>109584300
>>109584298
>his words were "it's anima but with an open license"
No need to start getting worked up over this, anon.
>>
>>109584233
https://civitai.red/models/2761525/lunafreya-nox-fleuret-final-fantasy-xv-krea-2
change the pg settings
>>
>>109584322
?
>>
different day same routine huh? kek
>>
File: Roshi and Mina.webm (2.72 MB, 736x576)
2.72 MB
2.72 MB WEBM
>>
>>109584335
and still he gets the same results
some have a word for this
>>
>its like pony
the implication that the next top anime model will also be cosmos based and tiny is pretty interesting
>>
File: GemmaPrompt-Fail.png (27 KB, 857x210)
27 KB PNG
GemmaPrompt cuck, what the FUCK is this?
>>
>>109584355
You need to edit it's system instructions and tell her to commit everything in a single turn, or otherwise Gemmy thinks it has multiple turns.
If you can't edit its prompt, just install llama.cpp and go from there.
>>
File: 00016-1767577560.jpg (476 KB, 1728x2880)
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why do vramlets refuse to see the beauty and potential of krea2?
>>
File: great tits.mp4 (3.54 MB, 736x576)
3.54 MB
3.54 MB MP4
>>
>no u
different day same routine huh? kek
>>
>>109584355
open an issue
>>
>>109584364
the software explicitly instructs you against changing the system prompt
>>
File: namine_bitch.webm (2.5 MB, 960x544)
2.5 MB
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>>109584321
thanks, have a namine_bitch.webm on me
>>
>>109584371
It's more about the lack of Danbooru or any booru training than it is about size.
>>
>>109584376
That's your problem, retard. Maybe don't toy with llms if you don't know what you are doing.
>>
>>109584051
It's a mystery until I prefect it :)
>>
keep crying lol
>>
I'll stick to Illustrious Mix, I doubt newer models could gen my character anyways with the same looks.
>>
>>109584371
I haven't played any of the games. But that looks like the cloud character morphed into a 7 year old girl. It's jarring.
>>
>>109584381
>wrapper explicitly warns against changing the system prompt
>"that's your problem"
Actually quite remarkable how stupid you are, anon. Completely bereft of intelligence.
>>
I'll stick to SD 1.5, I doubt newer models could gen my character anyways with the same looks.
>>
>brining up troons out of nowhere twice
Something you wish to share with the class?
>>
POOPIE! lol :)
>>
>>109584401
post your character and ill gen them degrading you using h3
>>
>>109584401
>>109584391
based luddAItes
>>
>>109584391
You should use AOM3
>>
>>109584305
He's not very subtle
>>
>>109584420
what's that, never heard of
>>
>>109584427
pedo mix aka Agent Orange Mix.
>>
File: x.jpg (1.46 MB, 2400x1600)
1.46 MB JPG
>>109584371
krea2 works on low vram (8GB or w/e), it's probably mainly the content finetuning?
>>
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437 KB MP4
>>109582860
There are people that don't?
>>
>>109584204
these would look cool animated. do you use minimax?
>>
>>109584401
back in the SD1.5 days I spent weeks trying to perfect embedding and loras
in SDXL and Anima it took 3 minutes
>>
Fresh when ready
>>109584455
>>109584455
>>
>>109575769
>>109575769
>>109575769
>>109575769
>>109575769
>>
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>>109584378
haven't even touched minimax h3 in days. kinda motivated boot it up again.
>>109584395
og character designer was nomura who also responsible for cloud's design.
>>
>>109584319
>there is a reason there are no fine tunes with over 100k images
I'll give you two:
1. Nobody knows how to train DiTs correctly. Anima is literally the first community-trained DiT that is actually usable and not completely fried and schizo. There is a long history of people fucking up DiT training and blaming the model. It has happened like 5 or 6 separate times now.
2. Base model has been out for only a few months. How many illustrious finetunes of over 100k images (other than noob) are there even? And that one has been out for like 2 years.
>>
>>109584492
anon anon stop bringing facts and logic to the table the one youre replying to is about to blow a gasket
>>
>>109583665
which upscale do we use?
>>
>>109584492
noob here; what is the difference between diffusion and DiT?
>>
>>109584492
>Nobody knows how to train DiTs correctly
and you do?
>Base model has been out for only a few months
it's almost coming up to half a year. still nothing and people are just waiting for minimax image.

ergo, anima is a failed pony teir model
>>
>>109584528
https://en.wikipedia.org/wiki/Diffusion_model

And the "T" part https://en.wikipedia.org/wiki/Transformer_(deep_learning)
>>
>360 outift reference exists
>No cope nodes
>No cope turbos
>Still fail to accurately generate outfits

Minmax is BAD
>>
File: 1765387864235.png (1.89 MB, 1280x1920)
1.89 MB PNG
>>
>>109584444
Fuck Milim is so hot
>>
model preview override is inside subgraph
How do I make the preview window expose outside of the graph ?
>>
so this nigga pretends to run his little ai "company" and then just lies to his parents about it so he can spam on 4chan all day? really nigga?
>>
>>109584978
Ikr I prompted 'cloak hood up' like 3 times, it decided to give her long hair that phased through the hood???
>>
>>109583440
Thanks, anon! Looks pretty great.
Where is the turbo lora from? First time I'm seeing the minimax_h3_fl2_v_lightx2v_turbo_8step_v1.0_resized_avg_rank_24_bf16.saftensor



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