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

Previous: >>109457662

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

>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

>Z
https://huggingface.co/Tongyi-MAI/Z-Image

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

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

>Wan
https://github.com/Wan-Video/Wan2.2

>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
>>
Does a high res fix pass help with Krea2?
It seems kind of pointless when you can make images at such high resolutions out the box
>>
I hate "ecelebs" especially men who offer nothing for my penis
>>
>>109459116
dunno if it helps visually but it could potentially make seed hunting & prompt iteration faster
>>
Blessed thread of frenship
>>
RTX or seed2VR ?
>>
https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/docs/VIDEO_PROMPT_WRITING_GUIDE_ref_en.md

Man, ref2va is complex. I don't think we've had media generation anywhere near as complex as capable as this one but it's pretty challenging to get a full grasp of.
>>
For anyone using r2v in mini, have you had any luck replacing likenesses in videos? I'm trying to use the syntax from the prompt guide but it's not clear to me why it isn't working. It seems inconsistent. If I want the motion and action from a video is that an "attribute transfer" or a "weak reference" or "partially preserved"? Or am I overthinking it?

If it helps I'm only trying to use the reference video in one of the shots of the output.
>>
>>109459151
not sure but google ai search has been helpful for figuring out reference prompts and so on
>>
r*ddit is going to get this shit banned
https://www.reddit.com/r/StableDiffusion/comments/1vf9wv7/breaking_gooner_minimax_h3/
>>
the future: people gambling on the outcome of AI reference fighting videos

https://files.catbox.moe/n3i2hz.mp4
>>
>>109459168
million dollar idea?
>>
>>109459168
>>109459173
saltybet2.0?
>>
https://x.com/ostrisai/status/2084642732610396411
https://x.com/ostrisai/status/2084648469877141998
ostris making both turbo 4 step lora AND undistillation lora
>>
>>109459173
>>109459180
sure, if you prompt "one of the men falls down" AI has to guess who. cant rig it. just plug in character reference images.
>>
>>109459168
what the fuck thanks for the idea idiot that's just saltybet + ai and the only thing you need after that is to make it actually good

>>109459180
>saltybet2.0?
imagine the insights degenerate gamblers will obtain for us about these models. they'll learn that hitler beats floyd 57% of the time or something like that
>>
We can now prove so many thought experiments
>We would win? 100 chickens vs 1 lion
>100 chicken sized bears vs 1 bear sized chicken.
Endless possibilities.
>>
File: file.png (40 KB, 1140x217)
40 KB PNG
can you 4chan hackers stop ruining it for everyone? you're going to get this shit banned if you keep genning problematic stuff and posting it online
>>
>>109459197
we have been blessed with TWO models. two. and this reference model in particular can do all kinds of crazy shit. im simply using 2 image nodes. it can take audio AND video as input.
>>
>>109459200
boohoo nigga the model is out
>>
>>109459197
what happens if a planet of fire and a planet of ice collide
>>
okay I need to tweak it, but the gen works: asmongold vs floyd.

the black man Floyd in image 1 is having a fight with the man named Asmongold in image 2, in the streets of New York during the day. Asmongold is wearing a white tshirt and black track pants. Floyd and Asmongold have a fist fight and Asmongold says "you're getting hit by a chud, faggot!", after several hard punches to the face of Floyd, Asmongold knocks Floyd to the ground and Floyd says "I cant breathe!" as Asmongold stands over him.

assign a name to reference image 1 or 2 then you can t2v prompt as usual.

https://files.catbox.moe/qplluy.mp4
>>
>>109459200
Let them archive the models while we do what we must.
THERE'S NO BREAKS ON THE GOONING TRAIN!
>>
>>109459200
From what I've seen reddit is a lot more likely to get it """Banned""" with all the copyrighted stuff they post.

Nobody gives a fuck about what people do on here.
>>
>use comfyui desktop because it just werks as far as installing python does
>desktop version uses fucking chromium which takes up way more memory than it should
is there any way to just use comfyui desktop while having it boot into my main browser instead of chromium?
>>
>>109459218
>Chinese model always makes black guy lose
I'm noooticing.
>>
>>109459227
no lol
>>
>mfw Resource news

08/04/2026

>stable-diffusion.cpp adds support for MiniMax-H3
https://github.com/leejet/stable-diffusion.cpp/blob/master/docs/minimax_h3.md

>ComfyUI Spectrum MiniMax H3: 34% lower Euler sampling time, 30% lower RES time
https://github.com/xmarre/ComfyUI-Spectrum-MiniMax-H3

>MIEScore: Human-Aligned Evaluation for Multi-Source Image Editing
https://github.com/IntMeGroup/MIEScore

>PeCA: Palette Context Assisted Inference for Test-Time Paint-Bucket Colourisation on Animation Videos
https://rathgrith.github.io/PeCA

>Kandinsky WM 1.0: A family of models for Physical AI
https://github.com/kandinskylab/kandinsky-wm

08/03/2026

>MiniMax H3 Official Video Prompt Writing Guide (T2VA / I2VA / FL2VA / L2VA)
https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/docs/VIDEO_PROMPT_WRITING_GUIDE_base_en.md

>Raylight 1.7.2 Adds MiniMax Support, 2x Speedup
https://github.com/komikndr/raylight/releases/tag/1.7.2

>Scaling Properties of Text Conditioning in Visual Generation
https://heheyas.github.io/context-scaling

>Retrieval-Driven Training-Free AI-Generated Video Attribution
https://github.com/renxi-seu/Video_Attribution

>A Frozen Pixel-Space Diffusion Model Can Guide Itself with Its Own Samples
https://github.com/zfu006/SSG

>ComfyUI MiniMax H3 Image Studio (Experimental)
https://github.com/astropuzzo/ComfyUI-MiniMax-H3-Image-Studio

>MiniMax H3 — NVFP4 (Blackwell)
https://huggingface.co/lilcheaty/MiniMax-H3-NVFP4

08/02/2026

>MiniMax H3
https://huggingface.co/MiniMaxAI/MiniMax-H3

>MiniMax H3: Repackaged model files for ComfyUI
https://huggingface.co/Comfy-Org/MiniMax-H3

>MiniMax-H3-INT8-CONVROT
https://huggingface.co/Gluttony10/MiniMax-H3-INT8-CONVROT

>MiniMax H3 COMMUNITY LICENSE AGREEMENT
https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE

>LoRA Dataset Studio: LoRA workflow in one tab
https://github.com/perfectgf/lora-dataset-studio

>comfyui-vram-tracker
https://github.com/PuppetMasterAI/comfyui-vram-tracker
>>
File: seething chink.jpg (66 KB, 750x962)
66 KB JPG
NOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO YOU CAN NO JUST MAKE GEN WITH MY OPEN SAUCE MODEL NOOOOOOOOOO
>>
File: 1782373333216547.png (128 KB, 380x396)
128 KB PNG
trying .9 megapixels, 5 second video on REF model with 5070ti with just a single 5 second video reference
>219.33s/it
FL model can do 1 megapixel 5 seconds just fine at under 20s/it. Why is it 10 times faster than REF? How do I into REF model at decent resolution? What slows it down?
>>
>>109459159
is that so
>>
>>109459082
I did a test running this with this flags, and still cannot gen 15 sec in 1mp I can only go for 9sec in that resolution... I don't know what is wrong. Someone with a 4090 and 64gb of ran which can confirm what is the max resolution possible and the time you can gen?
>>
>>109459218
we're not thinking with portals.

it's not just bet on who wins, you bet like you're betting on roulette. yeah red or black is either of them winning, but you can bet on green (a tie, or some easter egg / funny resolution) as well, or on some division of the numbers (e.g. you can do a sidebet that george floyd pours a bottle of Hennessy on asmongold leading to victory which happens in 10% of fight videos)
>>
>mfw Research news

08/04/2026

>Token Radius Attention for Efficient Video Generation
https://arxiv.org/abs/2608.02504

>CultureVidBench: Benchmarking Cultural Understanding in Text-to-Video Generation
https://hanxjing.github.io/CultureVidBench

>EchoCache: Energy-Guided Cross-Modal Caching for Efficient Audio-Driven Video Generation
https://arxiv.org/abs/2608.02474

>Investigating Social Bias in Narrative Image Generation
https://arxiv.org/abs/2608.01780

>CopyCat: Improving Fine-Grained Subject Consistency in Subject-to-Image Models within Seconds
https://arxiv.org/abs/2608.00674

>Diagnosing Under-Development of Irreversible Processes in Video Generation
https://arxiv.org/abs/2608.00617

>Where Does Generative Difficulty Reside? An Empirical Study of Target Representations
https://arxiv.org/abs/2608.00626

>UDT: Reconciling U-Nets and Diffusion Transformers with Data-Adaptive Token Reduction
https://arxiv.org/abs/2608.01298

>One-Sided Quantile Coupling for Flow Matching
https://arxiv.org/abs/2608.00978

>MineGrad: Gradient Inversion Attacks on LoRA Fine-Tuning
https://arxiv.org/abs/2608.01521

>ChordVideo: One-Step, Training-Free, Temporally Consistent Video Editing via Low-Energy Transport
https://arxiv.org/abs/2608.00769

>CoT-Edit: Let CoT Guide Instruction Video Editing
https://arxiv.org/abs/2608.01113

>Generated Images Are Easier to Forget: A Machine Unlearning Perspective for Synthetic Image Detection
https://arxiv.org/abs/2608.00716

>A Benchmark Dataset for MLLM-Generated Image Detection: GPT Image2 & Nano Banana2
https://arxiv.org/abs/2608.01258

>CRAFT: Compression via Recursive Adaptive Fusion of Video Tokens for Vision-Language Models
https://arxiv.org/abs/2608.01644

>DiffPrune: differentiable information throttling for token pruning in vision-language models
https://arxiv.org/abs/2608.01985
>>
also ive learned if you dont have enough dialogue OR use the "0 to 3s: " stuff, you will get jibberish.

but, it works: I need to add more actions or use more specific prompting.

https://files.catbox.moe/4kirhb.mp4
>>
>>109459200
bruh I didun du nuthin :'(
>>
>mfw MORE Research news

>IDraw: Artist Verification from Digital Drawing Images
https://arxiv.org/abs/2608.01737

>Proxy Avatar Meets Low-Rank Caching: Real-Time One-Shot Emotion-Controllable Portrait Animation
https://arxiv.org/abs/2608.01978

>UniMoCa: Unifying Motion and Camera Controls as Visual Proxies for Faithful Human Video Generation
https://tanliming-daniel.github.io/UniMoCa

>MoCRA: Mixture of Compositional Rank-1 Atoms for 4K All-in-One Video Restoration
https://arxiv.org/abs/2608.01829

>SPAE: Spectrally Guided Autoencoder for Pretrained Visual Latents
https://arxiv.org/abs/2608.01306

>Beyond Token-Level Cross-Entropy: Fréchet Distributional Post-Training for Autoregressive Image Generation
https://arxiv.org/abs/2608.00562

>Detail Continuation over a Trustworthy Coarse Scale for Autoregressive Super-Resolution
https://arxiv.org/abs/2608.01823

>Same Semantics, Different Paths: Self-Improving Alignment for Vision-Text Compression
https://arxiv.org/abs/2608.02109

>SPARE: Structural Parameter-Free Affinity Regularization for Flow Matching
https://arxiv.org/abs/2608.01990

>DAVET: Denoising-Aware Visual Evidence Trajectory Allocation for Diffusion Vision-Language Models
https://arxiv.org/abs/2608.01821

>Decoupling semantics from vision: A framework for faithful visual-text compression evaluation
https://arxiv.org/abs/2608.01848

>SVGEval: A Vision-Grounded Framework for Perceptual-Quality Benchmarking and Evaluation in Text-to-SVG Generation
https://arxiv.org/abs/2608.01977

>Remember-R1: Mitigating Long-Context Visual Forgetting through Reinforcement Learning
https://arxiv.org/abs/2608.01314

>ReACT-CLIP: Response-Aware Test-Time Defense for Vision--Language Models
https://arxiv.org/abs/2608.01067

>RSRA: Training-Free Probing of Representation Sensitivity for Efficient LoRA Rank Allocation
https://arxiv.org/abs/2607.09757
>>
>>109459245
i look like this and say this
>>
>>109459250
KEK
classic projection
it's some dumb brazilian posting a bunch of celeb shit on plebbit
>>
>>109459243
>>109459254
>>109459262
stop spamming nigbo
>>
>>109459258
>Assmongoy
>>
File: Krea2_turbo_00306_.png (3.07 MB, 1320x1984)
3.07 MB PNG
>>109459243
>>109459254
>>109459262
You seem lost
>>
>>
:::H3 SAMPLER SURVEY:::
>>
https://litter.catbox.moe/49yq46pjc9dqywdx.mp4
>>
>>109459294
res_m / simple
>>
https://files.catbox.moe/qyhjr5.mp4
>>
Any of you guys tried referencing multiple voices from a single audio source yet?
>>
>>109459151
If the samples you use are clean it's pretty easy.
I did some of that yesterday, I just could not get it not be blurry.
>>
>>109459294
dpmpp_2m / simple
>>
>>109458949
It's sandboxie, I have tried running it outside of the sanbox and now have possibly thousands of folders I will never remove, you used to be able to just plug in things and make it work, now it needs hundreds of nodes to generate a vagina. Fuck this sellout and fuck his niggerware.
>>
File: oihuied.png (918 KB, 1414x730)
918 KB PNG
>>109459319
>>
minimax + starlight precise + flowframes =
>>
>>109459327
I don't get it
>>
>>109459327
qrd?
>>
>>109459327
So which custom nodes am I supposed to grab?
>>
9 seconds, 0.9 MP, 2 references (1 audio, 1 image), 20 minutes in a 4060 Ti with 64 GB. With these times I think comfy needs a scheduler that can store prompts for doing all the inference at night ¿Does this exist?
>>
anon your lora loader node?
>>
>wan still in the OP
cringe
>>
>>109459327
>So ComfyUICore is basically crippling first last frame mode
give us context, which node is causing issues?
>>
>>109459339
>>109459327
so if doing i2v or r2v, give very high resolution(about 4k res) reference picture?
>>
>>109459371
to the TE, yes
>>
>>109459376
But you can't even give the reference to the TE with the normal node. it's just "first_frame" with no control.

That's why, What custom node lets you fix this?
>>
which minimax version should i try with 24GB vram?
>>
>>109459369
he has custom nodes for feeding the qwenvl TE the start image as well, otherwise just as codex / claude to make it yourself
>>
>>109459327
>Garbage in, garbage out.

Is this what pass for news? Fuck off.
>>
>>109459391
has nothing to do with quality / higher res starting image for the model, its using a high res version of the starting image for the TE
>>
after some more testing I'm starting to realize anons here were right
even without the key loras for proper uncensored t2v, which I still suspect might be faster or more consistent, you could probably make do with just the ref model for almost any use case, it's really fucking good
>>
>>109459319
It does a great job putting the reference image character in the first scene, but then when it switches to the reference video in the second scene it just forgets them entirely. Will keep tinkering. Cool meek tho
>>
>>109459001
>>109459044
These retards are already coping hard saying you don't need H3 loras lmao
>>
File: uiggiued.png (90 KB, 1861x421)
90 KB PNG
>>
>finally got my shit together and updated torch for the first time in year
>nearly 60% speed bump with krea2
jesus fuck
>>
>>109459409
LTX employee mad their model sucks, huh?
>>
so RTX upscale helps to stabilize the generation artifacts a bit. very nice.
>>
>>109459409
by the time i get bored of H3 and need a lora a better model will have come out
we're accelerating
>>
>>109459409
bro just try it out. I was also a non believer but the reference workflow is really powerful. it's just a question of combining the right media inputs. yes that arguably takes more work but it's doable
>>
File: 1777605679236707.png (734 KB, 869x768)
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I have a nice theory on why Minimax released such a powerful model, they're currently being sued by Disney, so they're giving a giant present to humanity so that we support them during the lawsuit, if the judge sees that people love Minimax and hate Disney it can move the needle
>>
>>109459428
the first part of your theory is a good one, but the simpler reason is now Disney gains nothing by suing them. anyone can violate copyright and deepfake common characters
>>
>>109459200
>noooooo you can't just legally make stuff I don't like!!!! ahhhhh the world is ending!!!!
thank god I don't give a fuck about that place
>>
>>109459428
If anything this helps Disney's case... but now it can't be stopped.
>>
What are your wait times currently with the lowest H3 shit you can do?

With wan 2.2, I could generate 600x600 5 seconds in 30 sec, which was nice for prototyping. Debating whether trying H3 now or waiting until community optimizes it. I hear it's like 4 minutes for the shortest simplest video you could do
>>
how much vram do i need to run that comfy workflow for minimax? i got 12 vram and 32 gigs of ram
yes i know that i'm a vramlet but we all are unless someone here actually has a whole terabyte of it
>>
I'll ask again, anyone genning h3 at higher resolutions and have the video change style and lighting completely?
>>
>>109459445
its worth tasting bro
>>
Have we decided on the best stock wf for Krea2 and H3?
I have a suspicion the comfy example is hot garbage for both
>>
how can disney even sue minimax, a chinese company? they can just ignore them lol
>>
File: 1758364156619590.jpg (30 KB, 720x676)
30 KB JPG
I've 6 GB or VRAM
>>
>>109459420
>>109459426
you can add as many references as you want you can't change the fact that the nsfw physics of the model is bad compared to wan and ltx loras. It's trash. Plus you can't combine animation style of smooth realistic and anime style. You have to choose between the two.
>>
>>109459445
performance seems to MASSIVELY vary across everyone's systems. Most of us probably haven't even been fucked to update torch and comfy kitchen in a year >>109459414
and are probably using a fucked node setup that makes it slower (compacting the use sage attention flag WITH the kj node), and other fuckery.
Your mileage will vary, but it's probably the most respectably performing video model we've ever had. LTX would always rape the shit out of my entire computer and freeze it or lag it, H3 doesn't even do that at a full 1.0MP 7s.
>>
>>109459445
and it sets your video card on fire too
>>
>>109459445
5 Sec is 50 seconds. 0.4mp, 5090, enough for shitposts/testing prompt.
>>
File: 1758202950774995.png (311 KB, 954x542)
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>>109459443
it really depends, I think Minimax is trying to prove a point, they release a powerful model, and if the internet doesn't explode in the next few months it meant that the fearmongering tactics were unwarranted, someone had to put the genie out of the bottle, see that nothing ever happens, and move on with our fucking life
>>
>>109459467
skill issue. boob and ass physics are top notch
>>
>>109459474
noice
>>
>>109459470
>LTX would always rape the shit out of my entire computer and freeze it or lag it,
huh now that you mention it i'm able to do other stuff with my pc while waiting for a 10 minute H3 gen even though i am a vramlet, wouldnt ever be enjoyable with ltx
>>
>>109459467
I don't get dicks if that's what you mean. non issue
>>
>>109459465
know you're not alone in being a vramlet, fellow poorbro
>>
>>109459413
Why does this retard does not create an issue or directly dm/@ comfy or kijai in discord then, they are literally answering retarded questions and showing new stuff in discord like 12 hours a day.
>>
okay this is a good one.

the man Asmongold in image 1 is having a fight with the man in image 2 named Hasan, in the streets of New York during the day. Asmongold says "you dog shocking bitch!" to Hasan, and then Asmongold punches Hasan many times. After several hard punches by Asmongold to the face of Hasan, Asmongold knocks Hasan to the ground and Hasan says "okay stop it, I wont shock my dog!".

https://files.catbox.moe/ndnj5r.mp4
>>
>>109459498
don't gen*
>>
https://files.catbox.moe/4afl19.mp4
>>
>>109459506
what's with the low res on the faces? I thought H3 wouldn't allow you to generate low resolution stuff
>>
https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/docs/VIDEO_PROMPT_WRITING_GUIDE_ref_en.md

>Example:
> <Subject 1> is the coffee-shop environment in <Picture 1>, featuring an exposed brick wall, an orange tufted sofa with patterned pillows, a neon sign, and a wooden coffee table.
> <Subject 2> is the fluffy white Samoyed in <Picture 2>, <Picture 3>, and <Picture 4>, with thick white fur, pointed ears, a dark nose, and a curved tail.

Can someone explain to me why the Minimax documentation is referencing 4 pictures? The actual node only lets you select 3 ref pictures. Am I missing something?
>>
>>109459531
>Am I missing something?
yeah, the 4th picture
>>
>>109459531
cant you just rewrite the node to add more references?
>>
>>109459511
damn that's impressive
>>
>>109459531
You add another reference it adds another slot
>>
>>109459531
Doesn't it add another empty slot when you fill them all?
>>
>>109459511
nice.
>>
>>109459531
>>109459540
>>109459544

Just connect more and it will show up automatically. Retards.
>>
>>109459531
Down syndrome levels of retardation.
>>
>>109459557
>>109459558
Calm down you angry little autist
>>
I hate how many retards new model releases bring.
>>
File: Krea2_turbo_00391_.png (3.48 MB, 1400x2096)
3.48 MB PNG
>>109459565
It's that and a blood thirsty gaggle of people who can't move on
>>
this is insane I had no idea H3 could do porn
>>109457874
>>
>6 fingers
>>
>>109459529
doing 0.3mp to test/iterate fast
>>
File: retard.gif (2.05 MB, 194x281)
2.05 MB GIF
calm d-
>>
>>109459565
You're just autistic, anon. Lonely, autistic retards like you get angry at beginners because it's how your demented brain is wired.
>>
>>109459565
>noooo this general must be dead with only me and the voices in my head to shit on it!!!
sorry schizo, but you lost
>>
eceleb slop, amerimutts have truly rotten brains
>>
Lots of insecure newfriends huh?
>>
File: Krea2_turbo_00398_.png (3.41 MB, 1400x2096)
3.41 MB PNG
>>
>>109459565
kill yourself and it wont be an issue anymore
>>
How good are video upscalers? I find that 0.8MP has enough detail, but I would like to blow some of these videos up.
>>
>>109459531
bwo...
>>
>>109459629
kek, bodied that freak
>>
File: MM_00076_.mp4 (1.66 MB, 960x544)
1.66 MB
1.66 MB MP4
https://files.catbox.moe/7dy5cx.mp4
Scuffed pearl with connies voice.
>>
File: 1767716885857978.png (212 KB, 586x539)
212 KB PNG
now we're talking
>>
>>109459667
big if true
>>
>>109459593
no one has a problem with beginners, everyone was once a newbie. we figured things out ourselves through experimenting and research.
these newgens just want to be spoonfed, and it's a waste of time helping them. they'll make a couple of gens, get bored and jump to the next trend, whether it's a new video game or a marvel movie
>>
>>109459667
>4 steps
I always find that this is too low to keep the quality, maybe 6 would be the sweet spot
>>
>>109459679
Relax, autist. A beginner asking a beginner question is no reason to chimp out as much as you have been.
>>
>>109459577
you haven't been able to move on in 4 years now
>>
File: Krea2_turbo_00406_.png (3.43 MB, 1400x2096)
3.43 MB PNG
>>109459679
Why are we even discussing this?
Why do we care about people being new?
The only problem should be when they don't listen
>>
>>109459608
>eceleb slop, amerimutts have truly rotten brains
The vast majority of hasans viewers are European. I guarantee you most of this eceleb shit is coming from a European or Paki.
Now instead of crying perhaps gen some kino.
>>
File: not a glowie.png (21 KB, 788x699)
21 KB PNG
can minimax create interracial videos?
>>109459696
that's because Europe is caliphate land
>>
>>109459679
>these newgens just want to be spoonfed
they have the right to ask questions, and anons have the right to answer those questions or not, you having a meltie about it doesn't change anything
>>
File: Krea2_turbo_00410_.jpg (1.5 MB, 1776x2664)
1.5 MB JPG
>>109459689
Talking to yourself there bud?
Trying to see if I can add details like cherry blossoms on the nails at higher resolutions
>>
Anon please give the recipe to gen in 1mp, 15sec or more in minimax with a 4090 and 64 ram... I cannot gen without get out of memory... Why 5090 faggot can go for 15sec without problem?
>>
>>109459727
cute
>>
>>109459700
Yes it can do asian/white. No niggers, though they removed them entirely from the dataset.
>>
>>109459731
Skill issue. You do know that you can chain multiple shots together.
>>
>>109459688
>>109459691
>>109459703
a newbie asking a question is fine. but there are better places on the internet for those kinds of questions. these threads are meant more for professionals and advanced hobbyists.
i'm leaning toward gatekeeping, because nothing makes a community more unbearable than the same basic newbie questions clogging up the threads. those belong on forums like reddit
>>
>>109459667
Lmk when ostris or any researcher or big finetuner tries to finetune the fuzziness and slow-mo crap away.
>>
>>109459727
the nails are pretty impressive
>>
File: 1615829958599.png (16 KB, 506x606)
16 KB PNG
>a newbie asking a question is fine. but there are better places on the internet for those kinds of questions. these threads are meant more for professionals and advanced hobbyists.
>i'm leaning toward gatekeeping, because nothing makes a community more unbearable than the same basic newbie questions clogging up the threads. those belong on forums like reddit
>>
>>109459667
Steps didnt matter with Minimax. I got same gen time with 20 / 15 / and 10 steps
>>
>>109459756
fuzziness is a sampling issue,
slow-mo is a prompt issue.
basically, git gud.
>>
>>109459703
honestly (heh get it), on /g/, if you're not using an LLM to solve/explain any issues you're havijng with software then you deserve to be poor
>>
>>109459409
This model is not anywhere near Sora 2 or Seedance tier, that's only Flux 3 which can do much more impressive stuff than this. I've been telling retards, but they don't listen.
>>
File: 1779456460432016.webm (3.89 MB, 1472x728)
3.89 MB
3.89 MB WEBM
I tested out Spectrum, the hands are a bit worse but apart that it's really clean, way better than EasyCache
https://github.com/xmarre/ComfyUI-Spectrum-MiniMax-H3
https://files.catbox.moe/4853id.mp4
>>
File: MiniMax_H3_00039_.webm (3.02 MB, 576x896)
3.02 MB
3.02 MB WEBM
>>
File: Krea2_turbo_00413_.jpg (1.98 MB, 2048x3072)
1.98 MB JPG
>>109459753
>gatekeeping
There are far more important things to gatekeep here and this general has been trying it's best to do so. More people the better this is a non issue

Anyways 6mp or so takes 1 minute 20 seconds more detail is being shown
Trying 8 next
>>
>>109459789
wish you had also put easycache in there.
>>
File: file.png (508 KB, 1605x1099)
508 KB PNG
So, this model is DOA after all right? Ryan is Minimax's CEO btw
>>
>>109459789
https://github.com/kijai/ComfyUI-SolAttn_triton
is worth it too
>>
>>109459801
>>109459245
>>
>>109459787
But, maybe if you're a VRAMlet you want to cope and say it's Seedance tier. Perhaps the weights can he saved, but as they are right now the model is still not even HappeHorse 1.0. The motion and picture quality is not fluid enough.
>>
>>109459789
the guy other guy lost his glasses.
>>
>>109459797
a bigger audience for your schizo faggotry?
>>
>>109459798
I don't need to, it's really a bad tool it destroys the audio
>>
>>109459750
Yes, but there are anons who claim they managed to do it using a 5090, and others using a 4070 Ti at 0.9mp and 15 sec. How? If mine won't let me do it with a graphics card that has slightly more RAM. I mean, I feel like I'm ignoring something. I'm using the ComfyUI workflow; often these workflows need improvements.
>>
How is Minimax's music knowledge? Can I reference a popular song by text alone in the non-diegetic section and it will play something similar?
>>
>>109459814
it's unconsequential because I never asked for the other man to have glasses or not
>>
>>109459789
Post workflow plz
>>
File: 1785851854ZCLcWTeRCqR-Hw.png (1.09 MB, 1377x1241)
1.09 MB PNG
>>109459225
I got a permaban from reddit for a musk dancing vid, just him eating that ice cream
>>
>>109459822
It's shit if you didn't see comfy's vid yet
>>
File: 1781845547515488.png (168 KB, 1252x1040)
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>>109459829
you just add the spectrum node
>>
>>109459817
people say this yet I find the audio to be fine. maybe it's because I'm using speakers.
>>
File: MiniMax_H3_00148_.webm (1.9 MB, 608x896)
1.9 MB
1.9 MB WEBM
>>
>>109459822
Local music was already saved by ACEStep. Just kind of sad we never got Qwen Music.
>>
File: Krea2_turbo_00415_.jpg (2.67 MB, 2368x3544)
2.67 MB JPG
>>109459816
I'm not here that often, You can always find a new hobby, care to show the class what you're working on?
8mp results cherry blossoms are visible on the nails moving to 10 mp at 16 steps

Does the text in my image upset you?
>>
>>109459831
>I got a permaban from reddit for a musk dancing vid
why do you think I'm lurking here anon? 4chan is one of the last sites that allows a modicum of freedom of expression
>>
>>109459831
They did you a service honestly.
>>
File: internetmagicalgirl.mp4 (2.35 MB, 864x480)
2.35 MB
2.35 MB MP4
Internet Magical Girl!
https://files.catbox.moe/wcjpls.mp4
>>
File: MiniMax_H3_00123.mp4 (2.05 MB, 1376x768)
2.05 MB
2.05 MB MP4
>>
>>109459855
>moving to 10 mp at 16 steps
don't even think you need to add more steps honestly.
>>
https://huggingface.co/SexGod1979/NaughtyTimes_MiniMax-H3/tree/main
before the ceo finds it again
>>
bajs?

https://files.catbox.moe/lqevyy.mp4
>>
>>109459878
Style swings based on steps, sorry should have been clear. I have been using 16 steps from the start
>>
>>109459876
That's not AI right? You're just fooling around right?
>>
>>109459801
No is just a stupid faggotry to avoid government censorship, once the weight are open there are not a way to avoid it.
>>
>>109459855
now i'm really impressed by those nails, as a sdxlfren to this day i'm kinda jealous :>
>>
>>109459801
>nsfw tune
was it any good?
>>
File: 334343.jpg (54 KB, 511x512)
54 KB JPG
you guys are generating videos with AI, spending resources, while ppl are starving in africa????
>>
given it's already pretty good I can't see it being that hard to train a nsfw lora

https://files.catbox.moe/inhcur.mp4
>>
>>109459906
brb, batch generating Miku vids
>>
>>109459853
What was that other one that came out around the same time as the good acestep model? Was it HeartMula?
>>
File: 1769516722987590s.jpg (6 KB, 200x250)
6 KB JPG
>>109459105
Hi will h3 work on a 4070 (vram12gb), 16 gb ram, don't want to waste time downloading if it wont work thanks.
>>
>>109459801
Just don't put NSFW in the title of your lora, it's that simple.
>>
>>109459879
Is seem the audio becaume shit
>>
File: file.png (650 KB, 1314x1459)
650 KB PNG
>>
>>109459908
lora training for video models isn't that hard, only slow and expensive. a high-quality all-purpose nsfw lora should cost maybe $200? a project like sulphur or something could get it done easily.
>>
>>109459908
Its not THAT good for porn
>>
>>109459917
it's just that? like you can write "triple bukkake blowjob.lora" on civitai and it'll work as long as it doesn't have "NSFW"?
>>
>>109459886
messing with r2v, aika's short clip used as reference video
>>
>>109459916
yeah, you should be getting ~2 mins of get time for a 5sec video at 0.4mp
>>
>>109459926
not open weights yet
>>
>>109459916
works 4 me on a 3060 and 16gb ram
>>
>>109459855
This is one of the most impressive gens I have ever seen in my life. God bless you.
>>
>>109459926
who cares? dev is still not here and there's no way dev will be competitive with minimax
>>
>>109459935
>>109459937
Thanks!
>>
>>109459927
Is there any open nsfw dataset or are we still at the "massive duplication of effort" stage of the "open weights but closed everything else" hellscape?
>>
>>109459852
My bisexual wife
>>
>>109459926
Bingo predictions:
>SAFETYMAXXED
>+30B params prunned
>Nobody can run it
>3x slower than H3
>>
>>109459926
Will the open weight version be as good as minimax place your bets now
>>
is Illustrious over?
>>
>>109459948
there is no good open nsfw data, and honestly i don't even know how captioning video models works. it's not as easy as just throwing booru tags at the model. i think this is what sulphur is working on with their community curation project.
>>
File: my hero.png (588 KB, 518x617)
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>>109459963
not a chance, minimax is really uncensored, and knows every softcore/fetishes in the book (foot licking, armpit licking, actual french kissing...)
>>
>>109459955
if they actually give us the full weights with that sora 2 magic it has on api then I will be happy
>>
it's 2026, nobody should caption their dataset with booru tags anymore. let it go.
>>
>>109459985
everyone should do both natural language and booru tags separately like how krea did it. It strengthens the effect of individual words
>>
File: MiniMax_H3_00120_R.mp4 (3.89 MB, 768x1376)
3.89 MB
3.89 MB MP4
>>
>>109459985
those idiots will never give it up.
>>109459994
you mean anima?
>>
File: meiko2.png (3.65 MB, 1920x1080)
3.65 MB PNG
>>109459970
I still use Illustrious. I still can't let go of CLIP style blending.
>>
>>109459970
No
>>
>>109459926
BFL is known for cucking and lobotomizing their models so they produce body horror 80% of the time, just to make you cave in and buy their API services. Not excited for this at all
>>
>>109459916
How fast is your internet and what speed do you get from HF?
>>
the reference model is wild

the man named Forsen in image 1 is standing with the man in image 2 named Hitler, at the Reichstag in 1940 Germany, in front of a huge crowd of nazi soldiers. Forsen says "Whats up, boys?" Hitler says "Hello Germans, I need you all to save Europe again. Especially you Forsen. Only you can save us Forsen." in a heavy German accent. The two men shake hands. the video is in black and white.

https://files.catbox.moe/ismsfz.mp4
>>
>>109459963
>>109459926
will do heckin wholesome astronaut dog on the moon dancing 10% better, zero nsfw, will be dead on arrival
>>
>>109459996
5' 9" woman
>>
>>109460000
krea lightly did as well, you just need to multiply the conditioning
>>
>>109459801
>>109459042
bruh if civitai won't allow NSFW loras this model is in serious trouble, wtf are ou doing chinks, you're so close to perfection
>>
>>109460020
>heckin wholesome astronaut dog on the moon dancing
Why do you need more?
>>
>>
>>109459931
Of course. Nobody would upload something NSFW without tagging it as such, so if it doesn't say NSFW, it has to be SFW.
>>
>>109459794
dumb bitch didn't even flip it
>>
>>109460025
but it's not deleted?
>>
>>109459852
Undressing fetishist here.
New model is amazing at undressing/striptease. Still has some of the same old problems though, like shirts being split into two parts, gravity not always working properly (conditioning actually helps with the latter when you know what to prompt).
You can now prompt for a character to put their hands behind them to unhook their bra before removal, and it actually works, complete with the unhooking sound.
>>
>>109460025
porn is illegal in china. It having nsfw in the dataset was a mistake
>>
>>109458524
>Do you guys have functioning ears? Can you not hear the glaring issues with the examples on this page? Sounds like dialogue coming through a tube or a toilet roll.
I feed output files from DramaBox into CosyVoice for voice conversion to improve the audio quality.
>>
>>109460020
you missed the part where the dog has 5 legs and a flux chin
>>
yeah so steps do have to increase the higher resolution you go with krea 2. The most I can stomach is 8mp at 16 steps when going over cfg 1
>>
>>109460039
>porn is illegal in china.
yet Wan and Hunyuan have no problem letting westerners upload NSFW loras on civitai
>>
my nuts are quaking
when 4 step lora
>>
>>109460052
actually both of them had the first few taken down as well but then gave up
>>
Ok I am a tremendous faggot and need an example of a successful prompt replacing a character in a reference video with a character in a reference image.
>>
>>109460040
How about you just use a better model like Fish S2 Pro?
>>
>>109460012
>buy their API services
There's an input filter. If anything, the API is even more cucked.
>>
>>109460064
let's hope it's also the case for Minimax, they're probably virtue signaling at the peak of their popularity and will calm down once people will have moved on to something else
>>
>>109460052
It's just a bit of PR management. The model just released, it would look bad in a headline if they didn't shut it down. give it a couple weeks and they won't give a shit anymore.
>>
>>109460052
The license of H3 forbids westerners from using the model
>>
>>109459926
Damn I wish I still had an x.com account so I could reply "Oh wow. Anyway..."
>>
>>109460087
Except if you're Canadian apparently.
>>
>>109460087
commercial use, individuals don't need a license to use Minimax
>>
>>109460087
Glad to be an Indian !
>>
>>109460106
Lets FUCKIN GOOOOOO!!!!!
INDIA # 1 IN THE AI BIZ
>>
>>109460087
I think it's pretty funny that they actually had to make a statement about it. People are really dumb.
>>
>547MiB / 24564MiB
>run a gen
>21387MiB / 24564MiB
>Unload Models and Execution Cache
>2347MiB / 24564MiB
why is ComfyUI such a piece of shit at unloading models?
>>
>>109460116
Works for me?
>>
The first 20 loras are almost always the runniest of shits you've ever seen.
>>
>>109459926

Keked again by a chinese lab. Definitely doing it on purpose.
>>
File: Krea2_turbo_00420_.jpg (2.21 MB, 2368x3544)
2.21 MB JPG
It's actually 3 minutes at mp8 on my hardware but this is the cut off for small little details
This is absolutely amazing for a model on a single pass being able to juggle so fucking much. I highly recommend taking the speed hit and going over cfg 1. The chroma lora also does a lot of good work when properly adjusted with no actual quality loss.
On to the next prompt
>>
>>109460122
First porn lora i've seen has excellent peepees and lady bits, tits are a bit bolt on at this stage.
>>
>>109460138
proof?
>>
h3 is really something else when it comes to nailing voices

https://files.catbox.moe/h7ck21.mp4
>>
>>109460147
I don't think Jerry would say that.
>>
>>109459643
I tested seedvr video upscaler but it runs out of VRAM with 16GB at 1.2 scale with a 0.8 MP video. I'll try it in cloud when I get credits,

In the meantime I am going to keep adding loop cuts to this until I get an hour of teasing.

https://files.catbox.moe/iiev7g.mp4
>>
>>109460146
Follow some of the links posted.
>>
>>109460147
seinfeld probably not the best test for that tho, seems they made sure to include that extensively in the training
>>
>>109460129
That's good to know, thanks for sharing the results of your experimentation
>>
>>109460147
George's lips aligning to Jerry's dialogue at the start. Start again, cuck.
>>
>>109460163
>seems they made sure to include that extensively in the training
lol. It's just because the show has tons of episodes and they're always in the same places so the model can easily remember everything about it.
>>
>>109460156
tiled?
>>
>>109460147
Another Seinfeld h3 video gen? Jesus, why are you all so unoriginal, also, every guy who is posing seinfeld videos must be a 40 something guy
>>
>>109460147
I liked AI Seinfeld better when it was that low poly 3d version
>>
>>109460207
I like it better when George is naked.
>>
File: MM_00080_.mp4 (2.12 MB, 960x544)
2.12 MB
2.12 MB MP4
dpmpp_2m_sde definitely seems like an upgrade over res_multi
https://files.catbox.moe/zn955z.mp4
>>
>>109460193
I tried to do a gen where the cast of Red Dwarf were at the table in the coffee shop and the 4 main cast of Seinfeld walked in shouting because their table was taken. It didn't recognise any Red Dwarf cast member apart from Kyrton, the cat literally was a black cat lying on the table
>>
>Can't do celeb likeness
>No gentials
>Slow as fuck gen
DOA
>>
>>109460222
GO FUCK YOURSELF FAGGOT
>>
>>109460147
INT8?
>>
>>109460147
Are you the notorious 4chan reddit warned me about?
>>
>>109460233
you good?
>>
I have 24GB VRAM and 32GB RAM, can I run H3? Are the half a dozen components of this loaded at the same time or in sequence?
>>
>>109460260
No. Don't bother. Its crap.
>>
>>109460260
yes
>>
File: error.png (128 KB, 570x1076)
128 KB PNG
>>109460200
The workflow has VAE decode tiled, I am going to try the trim video toggle and see if that works. I didn't read the tips of the workflow before.
>>
>>109460260
if you can run LTX you can run H3. In fact if you can run Wan you probably can run H3
>>
You know what, I'm on board with ZITChad now. he's the ultimate retard filter.
>>
>>109460260
you might need to update comfyui and a bunch of random shit to get good speed but yes
>>
>>109460260
post workflow when you figure it out im cheering for you mate
>>
>>109460233
I think you forgot to take your meds today
>>
>>109460260
>>109460283
Literal default workflows all work fine
>>
>>109460222
Specifically for 2D animation?
>>
>>109459441
it's illegal in america though (take it down act) and 4chan complys with american law
>>
>>109460312
TBD.
I'm mostly looking at reducing artifacts. which for this specific gen, dpmpp_2m_sde is the clear winner.
>>
>>109460318
every 4chan thread eventually goes down, don't worry
>>
File: 1756018352738570.png (22 KB, 1474x196)
22 KB PNG
>>109459159
based jannies putting the schizo safety freaks in their place
>>
What's the consensus regarding pruned vs not pruned INT8 diffusion model?
>>
File: 1774718664158639.png (259 KB, 686x386)
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>>109459218
>asmongold
lost all my respect for him after he decided to date a prostitute, it's Idubbbz all over again
>>
>>109460356
lossless.
>>
anyone tested much with step count on minmix, 20 is comfy default but do you get a better video at 40, or do you need 40 if you go up to 6-10s videos
>>
>>109459295
you guys have to stop using litterbox, the links gets dead pretty quickly
>>
>>109460361
i don't believe this
>>
>>109460368
this. if it's sfw just cross post from /wsg/
>>
>>109460375
ok. have fun with your 33GB model.
>>
convince me to update my comfyui setup to support h3
im on amd
i also have an arc setup for more suffering just in case
>>
you guys use minmax workflow with upscale? I'm tired of generating low res after being spoiled by LTX
>>
>>109460360
pink_sparkles? I think she used to advertise her streams on here back in the day with hate baiting.
>>
File: study-session.mp4 (2.43 MB, 864x480)
2.43 MB
2.43 MB MP4
https://files.catbox.moe/cbmbkl.mp4
>>
File: LTX-2_00057-2.webm (3.93 MB, 1920x1056)
3.93 MB
3.93 MB WEBM
>>109460384
??? LTX high res looked like this kek
>>
https://files.catbox.moe/svyus6.mp4
Kek this shit is retarded. Fuck this model
>>
>>109460147
>A jew insulting jews
never happens, that's why AI is kino kek
>>
>>109459913
Yes, HeartMula. It wasn't that good compared to ACEStep 1.5
>>
What are you guys using as a prompt to replace people in a video? The video always just ends up driving the still image of the person that I want to insert.
>>
>>109460235
yeah, out of the box, really

>>109460245
>>109460202
https://files.catbox.moe/n16rg8.mp4
>>
so it knows south park natively. t2v gen

https://files.catbox.moe/8u4g8d.mp4
>>
>>109460431
tell your LLM to prompt using the guides from the docs
>>
>>109460446
>>109460446
>>
>>109460202
>every guy who is posing seinfeld videos must be a 40 something guy
I doubt that, Seinfeld is pretty popular in the zoomer community
>t. zoom zoom
>>
>>109460384
RTX upscaler at 1.5. Its acceptable
>>
>>109460427
ACEStep 1.5 XL got really good with LoRAs thanks to the Turbo/Base 0.3 merged model. With the right settings, better than Udio and Suno. On a class of its own
https://files.catbox.moe/j2l015.flac
https://files.catbox.moe/kwzpsz.flac
https://files.catbox.moe/7znul3.mp3
https://files.catbox.moe/uv9k0b.flac
>>
>>109460434
you made me smile and for that i thank you. still have some issues with both characters trying to take the lines but ill forgive it.
>>
>>109460407
Were you born yesterday? Without a LoRA, H3 is way better than anything Wan or LTX would gen. Wan had genitals scrubbed out such that it would generate gore if you tried to prompt for them.
>>
>>109460431
<Video 1> is the source video for the editing task.
Use the character from <Picture 1>, entirely replacing the original character in <Video 1>
>>
>>109460485
Look at what I just posted.
Do you think that looks good? If you do, you may actually be retarded.
>>
very light training. Needs undistill lora before proper training as it hurts quality too much
https://litter.catbox.moe/or1wyo8h856m9zjq.mp4
https://litter.catbox.moe/a7krt97d89r296fy.mp4
https://litter.catbox.moe/ao8ib8xk7m2t4hv4.mp4
https://litter.catbox.moe/or1wyo8h856m9zjq.mp4
>>
>>109460521
https://litter.catbox.moe/222yihrgpmoqibrr.mp4
>>
>>109460431
There's a specific prompting format that is recommended.

>https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/docs/VIDEO_PROMPT_WRITING_GUIDE_base_en.md
>https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/docs/VIDEO_PROMPT_WRITING_GUIDE_ref_en.md


Ask your clanker to read these and translate your intent to a prompt in this format.
>>
>>109460501
>Look at what I just posted.
Prompt issue, skill issue, you issue
>>
>>109460485
>replies to namefag troll
Were (You) born yesterday?
>>
>>109460534
Or literally just do this instead and stop relying on clankers for literally everything >>109460499
>>
>>109460499
>>109460534
replied here >>109460563
>>
Is using a reference video supposed to make things like 10x slower than without?
>>
>>109460599
yeah
>>
>>109460598
just specify more in your prompt
replace the [blonde/blue-haired/green goblin/whatever] in <Video 1> with the [dark haired sexy slime girl/osama bin laden/whatever] from <Image 1>
>>
>>109460681
crazy that we still don't have models that train inputs by an actual number.
>>
>>109460695
frontier models can do it
>>
>>109460534
I fed the instructions and 10 pages of my script to Claude, I have references for all the characters involved already. Here I come Hollywood.
>>
>>109460710
They use an LLM in the backend to rewrite the prompt. My 24GB is already maxed out. Might actually be time to get a spark.
>>
File: MiniMax_H3_00045_.mp4 (561 KB, 384x544)
561 KB
561 KB MP4
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>>109460521
Use case for watching old men have sex with women?
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>>109459926
>and open weights coming soon
the fire rises
>>
Is there any reason to go above nvfp4 for h3 on a 5090?
>>
>>109463140
why would you use fp4 over int8 convrot or fp8?



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