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

Previous: >>109736449

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
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
>>
File: AniStudio-78963.mp4 (3.84 MB, 768x1080)
3.84 MB
3.84 MB MP4
>>
>>109744947
>schizopost in collage
>kino mentos ad is not
Fucking hell, even though you're sperging out in /adt/ right now you still earlybake for /ldg/ just to put your mental illness into the op. Consider not breathing for a while
>>
File: naisv5_32_08.jpg (1.57 MB, 1344x2368)
1.57 MB JPG
@COMFYANONYMOUS
Please add NovelAI support to ComfyCloud API Partner Nodes
>>
>mfw Resource news

09/06/2026

>ComfyUI-Viggle-Animate-H3
https://github.com/Saganaki22/ComfyUI-Viggle-Animate-H3

>uncomfymcp: MCP server for generating images on ComfyUI from a chat client.
https://github.com/aschet/uncomfymcp

>MiniMax H3 Semantic Bridge
https://huggingface.co/speach1sdef178/MiniMax-H3-Semantic-Bridge

09/05/2026

>Intern Lumina U2: Multi-Codebook Diffusion Large Language Model for Omni-Visual Understanding and Image Generation
https://internlm.github.io/InternLumina-U2

>Musk’s xAI loses court bid to block Minnesota's AI ‘nudification’ ban
https://www.reuters.com/legal/litigation/musks-xai-loses-court-bid-block-minnesotas-ai-nudification-ban-2026-09-04

>Add Sparse Attention node- #16072
https://github.com/Comfy-Org/ComfyUI/pull/16072

>MiniMax-H3 FL2V 8-Step Motion Enhancer
https://huggingface.co/rzgar/minimax-h3_fl2v_8Step_motion_enhancer

>Qwen3.8-Flash-Next-NVFP4
https://huggingface.co/nvidia/Qwen3.8-Flash-Next-NVFP4

09/04/2026

>lightx2v/Minimax-h3-Turbo · FL2V Turbo 4-step v1.2 (768p)
https://huggingface.co/lightx2v/Minimax-h3-Turbo/discussions/52#6a9a890895a616c64799324f

>ComfyUI NVIDIA DLSS 5 Visual Enhancer
https://github.com/Konohamaru04/ComfyUI-NVIDIA-DLSS-Frame-Interpolation

>Viggle-Animate: Character Replacement in Video from a Single Repainted Frame
https://huggingface.co/Viggle/Viggle-Animate

>DSAQuant: Denoising-Stage-Aligned Quantization-Aware Training for Video Generation
https://robbyant-research.github.io/DSAQuant

>Do Video Generators Track the World Across Segments? A Benchmark and Method for World-State Reasoning in Video Continuation
https://github.com/AMAP-ML/StateAgent

>FlashRender: Few-Step Generative Rendering via Camera-Controlled Video MeanFlow
https://byeongjun-park.github.io/FlashRender

>LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes
https://huggingface.co/inclusionAI/LLaDA-Image
>>
>mfw Research news

09/06/2026

>The Visual Insensitivity Gap: Diagnosing When Vision-Language Models Fail to Use Visual Evidence
https://arxiv.org/abs/2609.00868

>A Glance Is All You Need: Single-Pass Fine-Grained Image Captioning with SimLoss
https://arxiv.org/abs/2609.00591

>When Modality Gap Reduction Fails: Prediction-Level Hubness in CLIP
https://arxiv.org/abs/2609.01103

>Detecting Object Hallucinations in Large Vision-Language Models via Cross-Modal Attention Drifts and Mask-Based Verification
https://arxiv.org/abs/2609.02028

>PixelIR: Fidelity-Perception Decoupling via Pixel-Space Image-Residual Flow Matching for Efficient One-Step Real-World Super-Resolution
https://arxiv.org/abs/2608.30782

>Visual Attention Faithfulness in Vision-Language Models is Heterogeneous
https://arxiv.org/abs/2609.00830

>Hallucination Mitigation for Large Vision-Language Models via Implicit Feature Stabilization
https://arxiv.org/abs/2608.29924

>LaST-SR: Laplace-Inspired Steady-Transient Complex-Frequency Decomposition for Single Image Super-Resolution
https://arxiv.org/abs/2609.02063

>SCULPT: Training Edge Vision Models for Post-Training Quantization Readiness
https://arxiv.org/abs/2609.01743

>Conducting Stylistic Analysis of Paintings through an Art-History Agent
https://arxiv.org/abs/2608.29644

>Beauty is in the AI of the beholder: MLLMs systematically overrate facial attractiveness
https://arxiv.org/abs/2609.02512

>MeanField Surrogate Modeling for Scalable Runtime Scheduling of Concurrent Heterogeneous AI Inference on Shared GPUs
https://arxiv.org/abs/2609.02109

>FairLens: Benchmarking Fairness in Vision-Language Models for High-Stakes Decision-Making
https://vectorinstitute.github.io/fairlens

>Beyond Static Visual Tokens: Structured Sequential Visual Chain-of-Thought Reasoning
https://arxiv.org/abs/2603.26737

>VectorGym: A Multi-Task Benchmark for SVG Code Generation, Sketching and Editing
https://arxiv.org/abs/2603.29852
>>
Blessed thread of frenship
>>
>>109744969
Does it hurt no matter how hard you try to blame one person, documentation of your schizophrenia grows and other anons point and laugh at you?
>>
>>109745070
>your schizophrenia
>>
>>109745070
>said the schizo to himself as he laughed into the dark night
>>
File: MiniMax_H3_00363_.webm (2.15 MB, 928x672)
2.15 MB
2.15 MB WEBM
>>
>>109745073
>>109745078
Why are you instantly seething then?
You don't contribute to either thread and just screech
>>
>>109744969
>you're sperging out in /adt/ right now
That's not me.
>>
>>109745084
please seek help
>>
>>109745089
He's going to claim you're everyone making fun of him as a means to self soothe.
You get used to it eventually.....it's ironic there's documentation of him samefagging so he thinks if he keeps saying others are doing it, he can cope with getting caught red handed.
>>
>>109745089
>>109745112
please just turn the monitor off and go outside. you've been found out already so there isn't any point in continuing unless you like being humiliated
>>
>>109745027
>>109745032
fuck off nigbo
>>
>>109745084
ask yourself, why do you feel the need to make a new thread five hours before the other thread would even come close to page 10. Just to put your disgusting low quality schizo gen in it? We had plenty of kinos in the last thread including the pepsi gen for example, yet all you managed was a 3 image collage with one of your schizo gens, so a 2 image collage. that frankly... looks like shit. Just stay contained in /adt/ you schizophrenic faggot and stop coming here
>>
File: debo_anima_00031_.png (2.47 MB, 2048x1117)
2.47 MB PNG
>>109745127
>>
>>109745123
Proof?
Because we have proof of ani doing everything in OP. Just accept you're a fail dev and stop being a pest in the diffusion space.
You have no feats
You post nothing of value
You failed at every project
>>109745131
I'm not OP.....Please stop drinking
>>
>>109745131
He will never fuck off until someone does the needful
>>
>>109745144
>Proof?
you can literally go to the previous thread for months and not trip over your paragraphs of seething and faggotry
>>
>>109745144
then why are you replying to me you bottom feeding subhuman retard? I'm addressing the thread schizo not some newfag retard
>>
>>109745160
Proof?
There's proof in OP curated by anons about you. You're seething in multiple threads please put the bottle down
>>
>>109745160
>not trip
*trip*
>>
>>109745166
So you're actually not able to tell that your boogeyman and the baker are different posters?
>>
>>109745191
>your boogeyman and the baker are different posters?
>Gen has the schizo post in collage
check
>OP has rentry warning about his two discord fuck buddies
Double check
>instant seething about the who gives a shit news
Triple check
I know exactly who I'm addressing, do you?
>>
You know more than a single anon makes posts, right?
>>
File: output_4mb_max_quality.mp4 (2.75 MB, 2048x1132)
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>>109745215
I think you enjoy being in the hell that you are in
>>
>>109745224
I think you are a schizophrenic retard shitting up the thread while samefagging to an extent where any janny overseeing this thread would feel 2nd hand embarrassment
>>
File: output_4mb_max_qualit1y.mp4 (2.97 MB, 1216x672)
2.97 MB
2.97 MB MP4
>>109745245
You okay bud?
Lots of bitching over a random anon but no gens posted, you go on about this for hours.
If this triggers you so much just post in one of the other threads
>>
>>109744947
Thank you for baking this thread, anon
>>109745037
Thank you for blessing this thread, anon
>>
File: cleo.png (1.53 MB, 1270x720)
1.53 MB PNG
>>109745288
Thank you for thanking this thread, anon.
>>
>>
File: 4557845437894.png (18 KB, 900x806)
18 KB PNG
where is kino?
>>
File: 1765100587287701.png (2.9 MB, 1408x1408)
2.9 MB PNG
Give me some prompts to try I'm uncreative right now.
>>
>>109745348
Why are you reposting?
>>
>>109745403
very grainy looking
>>
>>109745434
got that chromamelt
>>
File: d9f7e8fb1efc.jpg (1.06 MB, 1184x1664)
1.06 MB JPG
https://litter.catbox.moe/p25bkzuzsh02962d.mp4
>>
>>109745403
that room looks so comfy.
the fluffy carpet
the light-chain.
I want this too
>>
>>109745434
Yeah I need to mess with the loras/strengths.
>>
>>109740543
Didn't you post that already? Or is this a new gen on the same theme?

>>109741090
kekarooooo
>>
>>109745445
i cumed momy
>>
File: Saint Crispin.jpg (1.19 MB, 1920x1088)
1.19 MB JPG
>>109744947
Man, I love how picrel came out. GPT Image 2 ftw! Tried with Nano Banana (at twice the cost) and EzRemover first but both fucked up in different ways, the former even returning the input as-is (i.e. unchanged), the fucker!

Source for the uninitiated:
https://www.youtube.com/watch?v=JRPdFFTjaFI
>>
>>109745509
>local model generation
>>
>>109745524
You stickler, you! I would've done it locally had I the setup/a working desktop PC right now. Should I share the prompt? Would that assuage you?
>>
>>109741122
Some of those are still gonna end up in her ass though, right? RIGHT!?

>>109741717
>cloth puppet Apu
I dig it!
>>
>niggas still using the default save video node which butchers the encoding with tranny tier settings
>>
>>109741815
Deleted why exactly?

>>109742192
Neat! What kinda prompts did you use style-wise?

>>109743580
She cute, anon. Catbox of your picrel?
>>
File: 93b.png (254 KB, 900x806)
254 KB PNG
>Adult Down Syndrome (Females) By AiMami's
>>
File: file.mp4 (3.2 MB, 864x480)
3.2 MB
3.2 MB MP4
https://files.catbox.moe/b86omr.mp4
>>
>>109745649
cute and sexy
>>
File: file.mp4 (2.88 MB, 864x480)
2.88 MB
2.88 MB MP4
https://files.catbox.moe/d60dn5.mp4
With cow ear headbands tailplugs XD
https://files.catbox.moe/a7ehtg.mp4
>>
File: Krea2_turbo_03889_.jpg (1.52 MB, 2368x1776)
1.52 MB JPG
>>
>>109745649
Haha, imagine that thing falling between those two hips and getting smushed to death? Just kidding ... unless ... owo
>>
>>109745811
kekd
>>
Why do you always draw him kinda chad-/rugged looking? Weird way to dab on someone.
>>
>>109745869
All of his gens have a weird psycho-sexual homo-eroticism that he doesn't seem to notice himself doing. It's quite fascinating!
>>
>Thread status: Highly inorganic
>>
>>109745892
>Highly inorganic
There's lots of carbon in it though!?
>>
>>109745869
the anon is also a schizo obsessed with ani and debo.
>>
>>109745899
specifically in coal form
>>
>>109745889
>>109745920
It's all so tiresome.
>>
File: joes.jpg (945 KB, 1088x1456)
945 KB JPG
I'M ENTERING THE THREAD
>>
how do yall actually determine what strengths to put loras at? I'm guessing posing/shapes/context like nsfw loras get high strength, and image style gets medium to low
>>
>>109745958
you generate a fixed seed with different strengths and pick what you like?
>>
>>109745958
As low as possibly needed
>>
File: the-rabbit-runs.jpg (713 KB, 1088x1456)
713 KB JPG
>>
>>109745968
but when dealing with multiple loras and 3 minute generation times this becomes an insane time-sink, and viewing how they affect the image independently doesn't really tell you anything about how they affect the image all together
>>
>>109745958
I start at 0.8. if that gives me good results i just keep it there. if the lora is overpowering my prompt/gen, I lower it. if nothing is happening, i increase it.
>>
>>109745889
>>109745869
>>109745892
Just say you're mad anon, I still want to make things that catches people's eyes.
It's another reason why I tower above the schizo crew in raw skill
>>
>>109745958
I just start everything at 1.0 and regress / increase till something looks wrong, once I get good enough I never touch it again and only ever load back in by dropping in a "last known good setup" seed image.
>>
File: Tiny_Moo_with_Thing.png (1.59 MB, 1600x1200)
1.59 MB PNG
>>109746003
3 Minutes is a godsend compared to where we were before Minimax-H3 + 4 step turbo lora... tho.. I'll take my under a minute for a 5 second clip gen any day of the week, it finally feels fast AND competent enough now that I can tolerate touching local.
>>
>>109746015
Why are you impersonating schizo anon? He doesn't write like that lmao
>>
File: Sadstory.mp4 (2.97 MB, 768x1344)
2.97 MB
2.97 MB MP4
Sad gen ;^(
https://litter.catbox.moe/91aowg.mp4
>>
File: AniStudio-89543.mp4 (3.88 MB, 768x1376)
3.88 MB
3.88 MB MP4
>>
File: Krea2_turbo_hr_fix_00317_.jpg (2.9 MB, 3344x2512)
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>>109746055
nice feet
>>
File: WOOO.webm (882 KB, 576x736)
882 KB
882 KB WEBM
https://litter.catbox.moe/idaajmh0swo0k8cf.mp4
>>
>>109746130
What's the deal with you and that hag Toph?
>>
File: ComfyUI_01746_.png (1.19 MB, 1024x1024)
1.19 MB PNG
>>
>>109746163
Blind loli designed to provide fanservice to foot-fetishists? No idea why she's so popular.
>>
>>109746163
He's a grown ass man and not some weak man child?
>>
>>109746173
>>109746174
???
>>
>>109746231
Duh, I'm based!
>>
i dont feel like writing a new prompt today...
>>
>>109746249
compwuter... writwe mwe a nwew pwomt! pwonto!
>>
File: Krea2_turbo_hr_fix_00324_.jpg (2.83 MB, 3344x2512)
2.83 MB JPG
?
>>
>>109746336
you are so easy to bully into doing what I want lol
>>
>>109746379
How is it bullying if the person is not afraid of you?
You're still not making anything but you always have something to yap about.
>>
>>109746394
because you are a dark skinned cuck with a walnut for a brain. of course it would be easy to manipulate you into embarrassing yourself further than you already have. you really are a dumb lolcow
>>
File: band-on-the-run.jpg (1.24 MB, 1248x1680)
1.24 MB JPG
>>
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>>109744947

Why the hell every Minimax finetunes is shit. For example 10eros max, with every beta """"Updates"""" the prompt adherance is getting shitter. Its really that hard to Train Loras with Minimax ?
>>
File: 00009-931411803.jpg (309 KB, 2816x1536)
309 KB JPG
>>
>you really are a dumb lolcow
desu u dont seem to be laughing heh
>>
>>109746417
The finetunes are literally just the default model with a questionable lora baked in. Just use the default model, it's not censored
>>
>>109746419
of course you would think you can physically hear anons laughing over a mongolian basket weaving forum lmao
>>
>>109746437
correlation where?
>>
>>109746430
I know but im just too lazy to prompt + Minimax dont know Penis + Anus + Vagina
>>
File: band-on-the-runv2.jpg (1.31 MB, 1248x1680)
1.31 MB JPG
>>
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>>109746444
>Minimax dont know Penis + Anus + Vagina
Non-issue.
>>
>lmao
>>
>he thinks the schizo can't physically hear us laughing

>>109746444
Just permanently put a reference of a naked woman and a vagina into <Picture 1> and a naked man and a penis into <Picture 2>.
If you're really creative you can even put all references into <Picture 1>
>>
>>109746443
Minimax base model dont understand "Girl having anal sex" you most prompt it like "man moving his body back and forth and his penis penetrate the girl anus"

>>109746450
You need a complete 360 image for this. I tried anus reference pics before and i got body horror
>>
RIP GemmaPrompt 2026 - 2026
RIP MiniConstruct 2026 - 2026
>>
File: debo_bcl_k2_00024_.png (2.62 MB, 1664x1069)
2.62 MB PNG
>>109746493
miniconstruct anon is still working on his project
>>
i'm still using illustrious and pony in forge ui. who's with me
>>
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>Non-issue
>>
>>109746537
honestly better than tearing your hair out over vidgen issues
>>
>>109746296
Wait! Masterpiece.
>>
>>109746417
10eros is so fucking shit. not only does it bake the shitty turbo lora in, but it force changes the camera regardless of the prompt
>>
>>109746537
i still use illustrious for anime and refuse to move until krea or anima gets better nsfw finetunes.
>>
>>109746537
My forge installation is still there for when I want to gen with the older models, don't see a reason to migrate those over to comfy
>>
>>109746537
>>109746575
illustrious has still arguably the best looking finetune for anime and pony has the best controlnets.
But I don't know about forge, seems kind of limiting
>>
>>109746587
oh no, forge is way outdated. absolutely no reason to still be using that.
>>
Riding Lora >>>>>>>>>>>>> Everything else
>>
>>109746624
Do you retards not check the links before posting? Also use litterbox not catbox, they probably get auto deleted
>>
File: file.mp4 (1.51 MB, 864x480)
1.51 MB
1.51 MB MP4
>>109746543
>>109746444
It's really not difficult.
NSFW: https://files.catbox.moe/eehfdj.mp4 NSFW: https://files.catbox.moe/gf6iyi.mp4 EXTREME NSFW: https://files.catbox.moe/rykgb3.mp4 (embed) / https://litter.catbox.moe/uqdr86oyavsu4sdq.mp4 / https://litter.catbox.moe/9not8z99e1ex7oxb.mp4 / https://litter.catbox.moe/b91tsu4x6d8zkhez.mp4
>>
File: Krea2_turbo_03676_.jpg (1.24 MB, 2368x1776)
1.24 MB JPG
>>109746410
Careful with all that edge corner cuck
>>
>>109746575
Why would Anima need an NSFW fine-tune? It's not really censored in any way afaik

I found it to be a straight upgrade over Illustrous. I can still just use tags, if I want to, and it has less weird anatomy issues.
>>
>>109746670
>i-i am NOT a lolcow
>9001 times reposted seethe gen where you larp as a white person
lmao
>>
>>109746680
>I found it to be a straight upgrade over Illustrous
NTA but everything that comes out of anima looks like pure slop, unsharp and overall like shit. Obviously feel free to prove me wrong but outside of prompt adherence anima is pure shit tbqhfam
>>
File: Krea2_turbo_02841_.jpg (1.29 MB, 1776x2368)
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>>109746695
someone is having a bad day. You're supposed to have fun not seethe. You raise my stocks for me.
>>
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>>109746463
>"Girl having anal sex" you most prompt it like "man moving his body back and forth and his penis penetrate the girl anus"
I put "girl having anal sex with a man" through my H3 prompt writer and got picrel.
>>
>>109746711
ion reading allat
>>
>>109746696
>Obviously feel free to prove me wrong
I feel like that would be a waste of time, given how such discussions work here. All I'm saying is that I am much more happy with Anima, because it avoids a lot of the problems I had with anatomy or perspective.
>>
>>109746708
I am having a great time proving you are batshit retarded lol
>>
>>109746696
>everything that comes out of anima looks like pure slop, unsharp and overall like shit.
Quite literal skill issue.
>>
File: Krea2_turbo_02753_.jpg (706 KB, 1776x2368)
706 KB JPG
Yeah, he's having a rough time. I think we're done here you come off a bit too needy
>>109746744
Also this but lets be real there's a lot of needy anons that lay out stale bait. If he really was serious he would do a comparison gen but he's just going to make a time wasting argument.
>>
>>109746737
>anatomy or perspective.
Well there you go, it is better at that, can't argue that, but I'd still use illustrious afterwards to cover up that disgusting artstyle and those cartoony genitals
>>109746744
You're still free to post a singular good anima image that comes even a little close in terms of sharpness and quality of illustrious or noobai.
But the schizo agreeing with you is the same as losing the argument by default so there's that
>>
Anima sucks donkey dick lol
>>
>>109746746
>If he really was serious he would do a comparison gen but he's just going to make a time wasting argument.
yeah he would never because that would ruin his argument
also its already been done a million times over
>>
>>109746696
>unsharp
This can't possibly be good-faith criticism of Anima. There is just no way. Put it side by side with any SDXL anime model, and it literally looks like someone took a gaussian blur filter to the SDXL image, that's how blurry and melty the VAE is. The difference is extremely fucking obvious you have to actually be legally blind not to see it.
>>
Strange how hard anon is rallying for SDXL when there hasn't been an SDXL gen posted here in eons...
>>
>>109746417
it's because of the mystic loras. these loras ruin 80% of the scenes, and the video quality drops significantly
>>
>>109746773
Just post one anima image my guy, you keep talking without backing it up. It's not like I'm asking for a 30 second video gen here
>>109746783
great argument except that nobody posts anima slop either. There is only Krea2 posts and H3
>>
>nobody posts anima slop either.
Tourist detected
>>
>>109746797
>post comparison images to prove anima's VAE is sharper than fucking SDXL 4 channel VAE or I'm going to keep asserting the exact opposite
no
>>
>>109746769
resorting to samefagging?
>>
>>109746502
Hey debo you're not welcome here
>>
>>109746696
you are correct, this has long been proven. anima is outdated crap, the natural language comprehension is actually terrible.
>>
>>109746783
He's just buckbroken, we have too many people that can't stop seething about this thread but are too dented to troll well so they just post stupid shit and crumble when asked to do a show and tell.
>>
File: debo_cm_anima_00050_.jpg (98 KB, 784x614)
98 KB JPG
>>109746839
https://desuarchive.org/g/search/text/you're+not+welcome+here
>>
>>109746869
>>109746502
>pants shitting in 3.....2....1
>>
someone is buck broken alright and it ain't Debo or sdxl enjoyer
>>
>>109746869
Crazy how you prefer this social interaction compared to ... not having it lonely loser
>>
>>109746879
its me
>>
Will the mentally ill drama spammer please leave?
>>
>>109746892
we know anon
>>
>>109746897
brb i will go microwave a pizza pocket
>>
>>109746902
good luck
>>
>>109746906
back. it went well
>>
>>109746947
good to hear, don't burn your tongue
>>
>>109745535
no, you fucking off will assuage me.
>>
stop fagging around and post krea2 goodenings
>>
>>109746869
thats deranged
>>
File: witchkingwins.mp4 (1.99 MB, 992x416)
1.99 MB
1.99 MB MP4
>>
File: hagmaxxed.jpg (1.03 MB, 2368x1792)
1.03 MB JPG
>>
File: toph-rocker.jpg (1.17 MB, 1152x1792)
1.17 MB JPG
>>
the decode stage for a 1:20 video at 320p takes 9300mb of vram. what about you guys?
>>
File: tophrock.jpg (1.28 MB, 1152x1792)
1.28 MB JPG
>>
File: the-interview.jpg (593 KB, 1152x1792)
593 KB JPG
>>
File: the-2nd-interview.jpg (528 KB, 1152x1792)
528 KB JPG
>>
*yawn*
>>
*yawn* indeed
These people are pathetic
>>
File: screenshot.1788740604.jpg (128 KB, 602x462)
128 KB JPG
10k likes from an ai video of a loli licking ice cream
>>
>>109747300
that could've been you if you were creative and smart enough to actually use the tools huh?
>>
>>109747319
only if he used novelai
>>
File: me-and-my-bike.jpg (684 KB, 1664x1280)
684 KB JPG
>>
>>109747350
you mean anima due to the sharp vae vectors?
>>
>>109747319
I can make better content but farming likes on twitter does nothing for me, especially if i'll just get banned eventually for posting loli. waste of time
>>
>>109747373
Your actions and words contradict each other, here you are not only browsing twatter but also posting screenshot, yet you claim you don't care about it. And then the claim that you can do it better yet you don't. Hmm, doesn't add up
>>
File: lbnmgdxdirr61.jpg (294 KB, 1920x3414)
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>>109747300
death to pedos
>>
>>109747300
Yeah shit is dire, an AI game on dlsite has more buys than a game where yeah the art isn't great only had a handful of purchases.
>>
File: pepper.jpg (471 KB, 1472x1472)
471 KB JPG
>>
>>109747390
>normies can't comprehend that japanese pedo is absolutely shameless about it and is not trying to hagmaxx
Oh japan, silly goose
>>
File: pepper gas.jpg (501 KB, 1472x1472)
501 KB JPG
>>
>>109747390
kek
>>
>>109747393
artists are stuck between a rock and a hard place. In order to compete they really do need to start using ai tools, but doing so will cause them to be ostracized by other artists and of course, some of their fans. all they do is watch as AI slop dwindles their viewership
>>
File: helofrens.jpg (628 KB, 1472x1472)
628 KB JPG
>>
File: ComfyUI_0558.png (439 KB, 704x704)
439 KB PNG
>>
https://x.com/ComfyUI/status/2096054653498876010

MiniMax H3 Max is now live in ComfyUI.

Post trained by
@Fal
, this model was trained for speed and precision.
>>
>>109747514
>still not released for local
hard pass
>>
>>109747440
Get out of the boiler room Pepe!
>>
>>109747514
anything but pay for an ad. fuck you comfy
>>
>>109747615
comfy doesnt post here anymore, and they dont need to advertise to a place which has 99.9% comfy users.
>>
Crazy how many of you faggots used to sucked his dick and demonized anons that called out his faggotry.
Well deserved fate.
>>
>>109747621
Maybe we should change that by removing comfyui api adware from the OP
>>
>>109747857
Only if we move the rentry links to the very top of OP
>>
why did the threads die so hard after the absolute banger of a video model we got? 1 hour between each post, wtf
>>
>>109748096
what model
>>
>>109748096
its already a month old unc
>>
>>109748096
>No new model
>Rentry schizos not active
This is how the thread should normally be. Why do you think we warn new users in every OP
>>
>>109748096
>1 hour between each post
Takes me 15 minutes to do a decent gen, 90% of my gens are NSFW, best case scenario I only contribute here once every two-and-a-half hours if I'm not at work, asleep, or lost in a descending coom-spiral.
>>
>>109747678
You wouldn't be here if it wasn't for comfUI and this thread wouldn't exist either. Comfy has done môre for the local scene than anybody else but you ingrate bastards can't seem to comprehend that. How is this mental ilness called?
>>
>>109748194
Really bad bait and your goal is to make people rage at comfy. Don't get it twisted I would drop faggots like trani at the drop of a hat too.
>>
Is Klien still the top model for image edits?
>>
>>109748244
for the everyman, yes
>>
>>109748207
I don't have a problem with comfy. I just find it curious how people somehow harbor such contempt for the only guy that enable their hobby. Also I have no idea who trani is.
>>
>>109748246
What are the other models that compete with it?
>>
Whats a good tts with voice cloning thats better than chatterbox? I heard of fish s2, but I want to experiment. [spoiler]And and it might be too heavy[/spoiler]
>>
>>109748266
Just read it yourself
>>
>>109748253
Qwen image edit. I find that qwen is better than klein in some instances, specifically when doing edits on cartoon style characters. It's better at preserving toon styles.
That being said minimax would probably be the goat at image edits. Wasn't there talk of them creating an edit model?
>>
>>109748253
i dont know, for i am an everyman
>>
>>109748130
They came back already at the first sign if life. This place is a schizo wasteland. Fuck catjack
>>
reminder gemini was leak a few days ago
>>
File: file.png (544 KB, 1875x929)
544 KB PNG
[>>109632960 This dude is me.]
>>109744947
Today, I just got 32 GB RAM with NVIDIA GeForce RTX 5700. I also use Stable Diffusion (sd-webui-forge-neo). Is there any upgrades I should consider? Any new .safetensors I should consider over the classic illustriousXL_v01? I read some guides but I want to hear other opinions. And am I finally good enough for MiniMax H3 video generations?
>>
>>109748096
you’re only just realizing local is dead?
>>
>>109748096
because it's so tiresome seeing the same shit over and over any time you come here. schizo drama, drama about shizos, then the pedos posting shit constantly, and it's all just the same shit.
>>
>>109748304
>Any new .safetensors I should consider over the classic illustriousXL_v01?
>>109744947
>>Anima
>https://huggingface.co/circlestone-labs/Anima
>https://tagexplorer.github.io/
>https://animadex.net
>>
>>109748096
Once again proving that better models don't inherently equal better gens if you have little imagination or skill
>>
>>109748400
Or in /ldg/ case, zero taste.
>>
>>109748400
>Once again proving that VRAM KINGS don't inherently equal better gens if you have little imagination or skill
>>
>>109748304
Wai-illustrious
>>
File: MiniMax_H3_00210_ (1).mp4 (3.62 MB, 864x480)
3.62 MB
3.62 MB MP4
>>
>>109748330
ldg is dead because local is so simple we don't need it anymore, outside of new model drops. the only people still struggling with slop roulette are vramlets and tagtards.
>>
>>109748347
>then the pedos posting shit constantly,
I haven't seen anything remotely pedo related like a month.
>>
File: 1783807951979196.png (2.45 MB, 2304x1152)
2.45 MB PNG
>>109734278
the style prompt for that one was
>monochrome, greyscale, @asteroid ill, @sakkan, @junji ito, @yoji shinkawa, @Sadamoto Yoshiyuki, oekaki, @Shin Megami Tensei, jaggy lines,
and some other stuff
>>109744251
no humans, landscape, scenery, beach, ocean, water, waves, rock, rocky beach, night, mountain,
>>
>>109748096
kek because most people who were here are now dehydrating their nuts to unfathomable levels of degeneracy in the privacy of their own homes.
>>
>>109748743
The aforementioned coom-spiral, dangerous stuff.
>>
>>109748743
yes, you better believe i'm making a shit load of porn. i just feel no need to post it here. this general is more for posting experiments and discussing new stuff, not endless gen dumping.
>>
>>109748784
no kidding. i'm producing like 200 h3 gens a day, most of them from the tens of thousands of gens i've done over the past few years. none of it has been anywhere near the coherence or quality of the long form meme gens like star trek or mentos i've seen here.
>>
>>109748868
>most of them from the tens of thousands of gens i've done over the past few years
try making pure t2v kinos
>>
>>109748743
Could have been me but I'm too stupid to understand the flowcharts and terms, so I just lurk the thread now pretending I'll some day do this stuff like it's as easy as you people say (It's not, you underestimate yourselves.)
>>
>>109748926
it is easy. you may be retarded or a boomer
>>
>>109748936
You just haven't had enough people praise you as much as they should have while growing up.
>>
>>109746839
I mean ... I like his gens.

>>109747030
kek

Gay Witchking with a spear aside, I'm surprised by the consistency.
>>
>>109748686
Thanks!

>@junji ito
Shoulda known it even though the figure wasn't really in his style.

>>>109744251
So it dropped in that shiny orb on its own? Interesting.
>>
>>109748743
>>109748784
>>109748866
Dunno how accurate of an explanation that is but I did saunter over to /degen/ recently and dayum, is it ever addicting. Maybe the novelty of it will wear off but right now I can definitely see the danger of becoming a wirehead with this tech. Spoopy.
>>
H3 R2V gives pretty good results even without exact image ref of the scene.
>>
I "browse" this general, looking for new things to explore, but there's mainly just extreme fucking mental illness, people who need to end themselves.

But then I browse civitai and see things like this, and then this general doesn't seem so bad afterall.
>>
>>109749370
dump truk
>>
>>109748400
>>109748096
i think all of the posters are cooming like mofos
90% cant approach a female
hence most of the loras are coomer loras no matter the model
unsure how many weeks it has been since model was released, but it is possible due to health issues caused due to uninterrupted cooming majority of these posters will never return to this thread
>>
also, rate my lyrical genius (no bully plz) + partial anon poster lyrics, partial
>>>/wsg/6229341
>>
File: 1788035990759637.mp4 (2.82 MB, 704x1152)
2.82 MB
2.82 MB MP4
>>
>can generate anything you want
>repost shit instead
And they say AI has no creativity.
>>
>>109749370
>All Tomorrows body horror
OK, what did those insectile fucks do this time?
>>
>>109749438
>rate my lyrical genius
Post text. I'm at work, not gonna listen to shit.
>>
>>109749430
It can do most stuff out of the box, except for coomshit, which is why it really needs loras there.
>>
>>109749430
coomer here
can confirm and can't post my coomkinos here
>>
The new comfyui node for sparse attention ( specifically tested at default values using Sol-attn) causes a progressive increase in memory usage paired with H3, as if leaking memory. Could anybody confirm this? My setup was already near maximum and i’ve used kjnodes to lower the memory allocation, which would end in OMM otherwise
>>
>>109749576
MiniMax fucked it by releasing 4 models instead of 1. Best merged model for ref2va is based on the 20B pruned version which is worse at prompt adherence and doesn't pair as well with the turbo LoRAs, additional LoRAs further degrade prompt adherence. Model has lots of untapped potential and I blame MiniMax for the sloppy separation from the outset. Should've just delivered one working model without the fuckery, but bfd, it only gets better from here.
>>
>>109748244
>top
lol
>>109748253
>other models
kek
>>
>>109749629
is it better than other SLA custom nodes?
>>
>>109749673
Probably because it’s natively implemented and developed by different paid employees instead of a single person, it actually performs overall much better but as I’ve said in my test it seems to leak memory during inference
>>
>>109749430
>a female
Proudly part of the 90%, huh?
>>
>>109749629
>Could anybody confirm this?
Yes, this is real and recognized, a lot of people have been experiencing it. There's also an issue right now that causes false reporting of memory leaks that aren't actually happening. Nice combo there.
>>
>>109749629
>>109749769
Is this why my whole GPU becomes unstable and crashes when I use H3?
>>
>>109749809
Not necessarily, but potentially, sure.
>>
https://huggingface.co/drbaph/Viggle-Animate-ComfyUI
hehehe
>>
>>109749769
I have just seen this commit “Pause comfy compiler for long lived sparse allocations” have been merged. It seems to address and fix this problem, I haven’t tested it yet
>>
Tourist/brainlet here, I set up WanGP yesterday and started messing around with the 14b t2v wan2.2 model and some loras, I have a 12gb 5070
my gens are okay but they all still have that early AI feel, occasional extra hands and vague/smudgy look, and no matter what the women in my gens look like cheap hookers. every time i try to continue a promising video theres a hard cut which i cant figure out how to fix
I want to make actual decent coomershit but is my hardware not enough
>>
>>109749868
there should be a 'sliding window' tab that lets you increase the number of overlap frames to remove the hard cut
>>
>>109749868
Your hardware is more than enough, it's better than the 8GB of VRAM I've got so you can't use it as an excuse. Switch to MiniMax H3, learn how to prompt it. Use the merged variant for ref2va, the actual one delivered by MiniMax is broken and gives shit quality. Use full 30B standard for fl2va if you've got at least 32GB of system RAM.
>>
>>109748096
It takes too much compute and effort to generate one good video with H3, and videos in general do not respect the viewer's time either.
>>
>>109749645
the things i would do to be a retard like you
>>
>>109749902
please don't lobotomize yourself, anon, that's not healthy
>>
>>109749895
>It takes too much compute and effort to generate one good video with H3
why don't you use the chosen model then?
>>
>>109749895
All of my videos never not don't respect anyone's time on purpose though?
>>
the kinoplexatorium will be open soon
>>
With minmax h3 you can make multiple videos that get automatically combined, is there any reason to do that instead of just one long video?
>>
i am seated
>>
>>109749979
One of them will blow up your video card
>>
>>109749968
Nice.

>>109749984
As am I. Hope you don't mind me picking the seat right next to you, anon, even though literally every other one is open, too.
>>
>>109750032
Is it possible to make the consecutive scenes seamless? I tried but it even changed the character's voice
>>
>>109750037
as long as you hold my hand thats okay
>>
>>109750122
Kinda gay but okay. As long as we keep it at that.
>>
>>109750122
>>109750153
Mind if I sit between you guys? I brought popcorn.
It's not from the cinema but still good just reach in, trust
>>
Will local ever improve?
>>
File: 57543879.webm (3.87 MB, 933x420)
3.87 MB
3.87 MB WEBM
the kinoplexatorium is screening version 1 of https://pastebin.com/0et4JrGw
>>
all the time
>>
>>109750249
My gf
>>
>>109750231
No, it will never get better than Minimax, just like it didn't get any better with WAN2.2 at the same time last year.
>>
>>109750305
she is in an endless loop, dying over and over
>>
>>109748096
Honeymoon period is over
>>
File: file.png (190 KB, 1406x790)
190 KB PNG
I have now vibecoomed a coomfyui and browser addon coompanion that follows my cursor leaving a trail of cooom wherever my mouse leads... coooooooom https://files.catbox.moe/kwl5ug.webm / https://litter.catbox.moe/rtewbprzsf8jj488.webm
>>
>>109750249
>>109750393
Incredible work, frens.
>>
>>109750393
thanks.
>>
Guys I'm sciencing so hard right now UGHHH, my need for speed is not quenched
>>
>>109748515
needs the fight lora
>>
>>109750064
yes: edit manually in post
>>
>>109749561
it aint no shit music
it is high skill art

and nobody replied except you
bunch of basedims
>>109749430
but look they replied to this post of mine
bunch of basedims
>>
>>109749430
>i think all of the posters are cooming like mofos
what they're actually doing is COPING like mofos. big difference
>>
So I did some research about image references, here are the results at 32 steps of sampling:
>3 refs @ 2MP = 8:45
>3 refs @ 0.98MP = 8:21 (4.4% improvement over 2MP), (3.5% total gen time improv.)
>2 refs @ 0.98MP = 7:16 (13% speedup in comp to 3 refs at 0.98MP)
>1 ref @ 2MP = 7:25

Findings:
Going from 2MP to 0.98MP made fine details slightly less accurate to reference and the image less sharp.
Changing the quantity of references did not affect prompt comprehension, even at 1 reference with everything being cramped into the image.
The single ref. at 2MP had the worst video quality due to the fact that the initial keyframe was effectively in 540p and the other references just as low, while not saving time over two references at 0.98MP.

Conclusion:
Keep the amount of references as low as possible and the resolution withing 0.98MP to 2MP, so if you have a lot of standing figure references you can cramp them into one image to massively save on time if you previously used 4-8 image references.
If you use an image as first frame do not reduce the resolution below 2MP, the time speedup is simply not worth it. Overall going from 2MP to 0.98MP is almost negligible so I would keep references at 2MP if you want maximum fidelity and maybe even mix with the first frame being 2MP and the other references 0.98MP.

Bonus findings:
>The aspect ratio does not change gen times, only total pixel count matters.
>You can put your references upside down into the reference images and it will still understand
>Going over 2MP scales generation time exponentially
>Going below 0.98MP has a negligible effect on generation time
>>
>>109744947
Im downloading and installing Krita plugin for making gens with Illustrious you fags better be right that this is the way. I also dont see support in it for Anima only illu/noobai.
Anyway any advic
>>
>>109750187
No way, homo, sit in front.
>>
>>109750907
Thank you for your research. Guess I got lucky because I was already doing the post optimized setup.
>>
>>109750249
>armored columns
>in the middle of the day
>in 2026
Gotta be old footage. Looks like the instathot got isekai'd at the end though?
>>
>>109750393
But why?
>>
>>109750865
"Shit" as in "stuff", dumbass. You gonna post 'em or what?
>>
>>109750249
The low resolution is really hiding some of the really wonky shit LTX-2.5 outputs.

Same prompt at portrait 1080p:
https://streamable.com/outgw8

Gotta say, it's really fast, though. 322 seconds on a completely cold workflow is quite quick.

>>109750933
Krita Diffusion has added basic support for Anima in May.
>>
>>109751102
very kino. the only mistake i can spot is her helmet morphing away when she goes to heaven
>>
File: 1786817145094935.jpg (30 KB, 720x540)
30 KB JPG
>>109751088
Because aminooted hosse peen anon thats why.
https://files.catbox.moe/c8an4b.png / https://litter.catbox.moe/7plrxy2yf9dm1t29.png
>>
File: 00065-1688828698.png (2.51 MB, 1280x1920)
2.51 MB PNG
>>109749430
i'm personally too busy with irl wagecuckery to have the time and energy to generate stuff and post here. The schizo trolls here kinda also demoralized me a lot from engaging in these threads. The lora selection for krea2 and minimax h3 on civitai is filled with hardcore nasty fetish garbage.
>>
>>109751201
why haven't you made an h3 video of Kairi sucking that Popsicle.
>>
>>109751201
is that a lora you trained? would you share it?
>>
File: 00093-2970075349.jpg (482 KB, 1728x2880)
482 KB JPG
>>109751230
yes i indeed trained this one and the namine one for krea2. Check my civitai profile and change the pg settings if your looking for the young lunafreya. https://civitai.red/models/2853096/kairi-kingdom-hearts-1-2002-krea-2-lora
gotta sleep. i hope i have the energy and time to start the captioning for aqua.
>>
File: 85595.webm (3.75 MB, 320x576)
3.75 MB
3.75 MB WEBM
kino alert
>>
goodnight sasoriGOD
>>
>>109751137
I dunno, anon, seems distracting.
>>
>>109751345
Heh. The unnatural head angle actually works out here thanks to the context, nice accident.
>>
File: Test 00002(5).mp4 (3.84 MB, 832x1248)
3.84 MB
3.84 MB MP4
>>109751222
NTA, but here you go.
>>
>>109751542
Nice.
>>
>>109751343
thanks
>>
>>109751542
wew lad. if i had this in the early 2000s i don't think i'd be a functioning adult
>>
>>109751611
i agree, but i was also poor as a kid and wouldn't have been able to afford $2-5k GPU to do all this stuff anyway.
>>
>>109751414
it was supposed to be her helmet slipping down over her face
>>
File: screenshot.1788792356.jpg (425 KB, 1180x907)
425 KB JPG
did a design change for my h3 prompter. i think a sidebar is better than having all the boxes laid out. reduces clutter
>>
>>109751914
I got astra to just fix one of the hundreds of h3 prompt helps that were all pieces of shit and now it just actually follows the guide and ensures all fields are there
>>
>>109751914
the popover showing the reference is smart
why is there an "enhance prompt" button under the enhanced prompt?
>>
>>109751951
Both Gemma4 31B and Qwen 3.8 follow the guides without any errors now, but I still keep that button for when I want to make changes to the enhanced prompt myself to make sure im following the guidelines. I havent had to use the fix issues button or regenerate in weeks.

Then again, I'm doing simple 5-10 second porn shots, not 1minute + complex scenes.
>>
File: image.png (10 KB, 279x51)
10 KB PNG
>>109751914
>>
>>109752018
damn so it's abandonware?
>>
>>109752009
>the popover showing the reference is smart
you bet it was. I got the idea from using Visual Studio. That has advanced syntax highlighting and clicking keywords gives you a small description, so I figured why not use that to show thumbnails in my editor, and tada~

>why is there an "enhance prompt" button under the enhanced prompt?
That's global. It remains at the bottom regardless of the page

>>109752018
wut
>>
>>109744947
I cannot believe how absolutely and utter DOGSHIT the frontiers are at image generation. I am trying to build images for a storyline, I don't have a 5090, I am stuck with a dogshit 16GB card, which means I can't do shit. So, I turn to the frontiers and they're fucking completely worthless.
As much as I hate cloud services, is there one that can generate a storyline's worth of images keeping the same characters, scenery, etc? Or am I just fucked
>>
can't even hit 100 images kek
>>
>>109752058
it's not a race and it's a schizo bake
>>109752052
>the frontiers
What the fuck are you even talking about.
Also if it's just images then 16gb is plenty
>>
>>109752052
if you cant make good content with the best api models, then that's a skill issue.
>>
>>109752058
You new or something or just shitting your pants, you can post in /sdg/ or /adg/....oh wait they are slower and hate you too
>>
>>109752058
Everyone is too busy gen'ing. Aside from that, this thread really is missing a ton of new H3 quality of life nodes being released. There's new stuff dropping almost every day, i've just been too lazy to post it
>>
new bread
>>109752182
>>109752182
>>109752182
>>
>>109751611
we are losing the next generation of functioning adults as we speak
>>
>>109751611
Have you been around zoomers and alphies? Shit's getting scary, man, who's gonna change my diapers when I'm old?



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