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File: Nemona_00052_.png (944 KB, 1152x896)
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Discussion and Development of Local Image, Video, and Music Models

Previous: >>109520422

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

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

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

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

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

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

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

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

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Collage: https://rentry.org/ldgcollage_v2

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

>Local Text
>>>/g/lmg

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
>>109522303
TY 4 BAKE anon
>>
we should be safe here
>>
Where collage????
>>
Blessed thread of frenship
>>
File: 1786406177554.webm (3.91 MB, 2048x1332)
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>>
>mfw Resource news

08/10/2026

>H3 Motion Context: Chain MiniMax H3 clips
https://github.com/NikoDemon80/ComfyUI-H3-Motion-Context

>MiniMax H3 Turbo — ComfyUI 4-Step T2V and I2V LoRA
https://huggingface.co/joyfox/MiniMax-H3-Turbo

>HRDiT: Training-Free High-Resolution Image Generation with Off-the-Shelf Diffusion Transformer Models
https://github.com/zylwithxy/HRDiT

>RoRA: Role-Oriented Regional Allocation for Visual Token Pruning in MLLMs
https://github.com/LukieLuu/RoRA

>AVCap: Reinforcing Audio-Video Joint Caption with Detail-Aware Reward
https://huggingface.co/collections/Apryle/avcap

>Prune Once: Retraining-Free Task-Agnostic Pruning for Vision-Language Models
https://github.com/cau-hai-lab/PORTA.git

>Unsloth Minimax H3 GGUF (Q2:Q8)
https://huggingface.co/unsloth/MiniMax-H3-GGUF

>MiniMax-H3 for Apple Silicon - Rebuilt from the official weights
https://huggingface.co/uetuluk2/minimax-h3-mlx-rebuild

>Soran’t: Small Next.js front end for video generation on ComfyUI
https://github.com/pwillia7/ai_video_fe

08/09/2026

>Kroma v0.2 — Krea 2 fine-tune (full model)
https://huggingface.co/lodestones/Kroma

>krea2-turbo-bbox
https://huggingface.co/jimmycarter/krea2-turbo-bbox

>Kroma v0.2 Quant
https://huggingface.co/silveroxides/Kroma-Quant/tree/main

>Spectrum for Ideogram 4
https://github.com/Nif00/ComfyUI-Spectrum-Ideogram4

>ClipProj — MiniMax H3 conditioning from a Qwen3-VL-4B
https://huggingface.co/NicoLab28/ClipProj-MiniMax-H3

>ComfyUI-SigmaSync-LoRA: Sigma-aware model-only LoRA strength scheduling
https://github.com/capitan01R/ComfyUI-SigmaSync-LoRA

>NexusBTA v0.2.44 adds MiniMax H3 support
https://github.com/JpAndreBTA/Nexus-BTA/releases/tag/v0.2.44

>Experimental MiniMax H3 single-image VAE
https://huggingface.co/Mamad8/MiniMax-H3-Image-VAE

>MiniMax H3 REF2VA w4a8
https://huggingface.co/realrebelai/Rebels_w4a8s

08/08/2026

>Kijai: MiniMax H3 Ref Lora Rank 256 bf16
https://huggingface.co/Kijai/MiniMax-H3-experimental/tree/main/loras
>>
>>109522303
>>
>mfw Research news

08/10/2026

>Beyond Starry Night: Shortcut-Aware Control-State Planning for Artist-Grounded Text to Image Generation
https://arxiv.org/abs/2608.06751

>From Cheap Fakes to Pure Synthesis: Addressing the New Era of T2V Fake News Videos
https://arxiv.org/abs/2608.06732

>PAST: Prompt-Adaptive Sampling Termination for Efficient Diffusion Model
https://arxiv.org/abs/2608.06794

>Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models
https://arxiv.org/abs/2608.06768

>MaskFlow: Precise, Consistent and Seamless Regional Image Editing
https://arxiv.org/abs/2608.06929

>Multiple Hypothesis Flow Estimation for Video Frame Interpolation under Matching Ambiguity
https://arxiv.org/abs/2608.07120

>Addressable Memory for Video World Models
https://research.nvidia.com/labs/sil/projects/WorldTrace

>Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration
https://arxiv.org/abs/2608.06981

>ControlRef: Efficient Layout-Guided Multi-Instance Generation via Anchored 4D-RoPE
https://arxiv.org/abs/2608.06878

>CustomDance: Customized 3D Dance Generation with Coarse-to-Fine Human-Centered Interactive Control
https://arxiv.org/abs/2608.06722

>Bend the Basics: Degradation-Aware Deformable Tokenization for All-in-One Image Restoration
https://arxiv.org/abs/2608.06832

>Stable Curves, Unstable Items: Item-Level Scaling Heterogeneity in Video LLMs
https://arxiv.org/abs/2608.07014

>A Picture is Worth a Thousand Tokens: How Vision Language Models Cut AI Energy Costs While Improving Accuracy
https://arxiv.org/abs/2608.07427

>Alignment has a Fantasia Problem
https://arxiv.org/abs/2604.21827
>>
I feel safe.. but for how long?
>>
>>109522352
It's possible the janitors/mods remove new threads because there is fetish content in the collage.
>>
>>109522359
No they wiped everything.
>>
>>109522359
The old janny was nice and would just delete the collage instead of the whole breads... this new janjan has a lot to learn...
>>
>>109522364
lol
lmao even
no
>>
>>109522343
>>109522348
Nice collage
>>
What causes this mental illness? The guy spamming links to another thread?
>>
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lets see if the new janny has read this part, not to mention all the other clear violations by the schizo spammer (ani)
>>
>>109522439
You shouldn't fight thread schizos, rookie mistake
>>
/g/ needs post ids
>>
is this the thread or not
>>
>>109522476
Of course it is. Just report debo's spam.
>>
>>109522476
Yeah. Ignore the guy crying.
>>
>>109522476
It's not the best, but it will have to do.
>>
what art is fetish content or gets deleted anyway
>>
cozy
>>
thanks for jannering
>>
>>109522476
No. It's spam by idiots trying to get the general banned. There's other bakes, but whoever made this one refuses to use them because a fucking troll rentry was removed.
>>
assuming debo is one person, and isn't just himself bitching about himself, why should i give a fuck if the thread baked is a debo thread or not? all of the links are the same, except for the warning about debo, which no one on earth has clicked, except debo
>>
Jannies this is the second day in a row this meltdown has happened and the persistence has been over several months.
Do what you did to the pretty cure spammer on /wsg/ and /gif/ if possible
>>
>109522501
uh oh troll baker is getting uppity now
>>
File: daboogie.gif (2.23 MB, 498x336)
2.23 MB GIF
do da boogie
oh oh ah ah
>>
>>109522508
I don't get it either. The people making a big deal over it are just as mentally ill as he is.
>>
>>109522508
That's cool and all but why should I care about your newfag opinion?
>>
File: janny cleanup.mp4 (3.88 MB, 1184x896)
3.88 MB
3.88 MB MP4
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>>109522508
you dont have to give a fuck and can use any thread you please. just like every other anon can use whatever thread they want. not sure how thats so difficult to understand
>>
>>109522492
Your fetish content has to be so artistic that a janitor is unable to tell it's fetishshit at a glance. Anon has gotten away with posting straight up peanus in vagene by doing this.
>>
>>109522524
Thanks Janny!
>>
what should i gen?
>>
>>109522542
columbo in umineko. its quite good at mixing realism and 2D
>>
>>109522508
>>109522518
you can either choose to participate in the troll thread or the serious thread. no one's forcing you to do anything
>>
>>109522508
yeah, you're right. somebody wants to make a thread and most people just want peace. it's in everyone's common interest to just use whatever thread we get and it'd work well if if wasn't for some shitposters trying to make it hard for everyone
>>
>>109522508
maintaining thread quality is very important
if you're a newfren you don't know about the past but julien and debo are extremely toxic if left unchecked
and that's why the rentries (and the thread split) happened
>>
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>>109522554
>serious thread
>>
So it seems like anons honeymoon phase with Minimax is over, then? Kek
>>
>>109522566
no?

It's just quite long to gen on it so people are not going to spam gens
>>
>>109522566
No, there's just no point in posting gens here anymore
>>
>>109522566
Barely even begun. Currently stuck in a goon loop of finding hot 5 second clips and replacing the woman with a LOLI.
>>
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>>
>>109522560
>maintaining thread quality is very important
>so lets give the trolls a place of honor in the OP and never shut the fuck up about them
definitely how you beat trolls, they hate it when people talk about them
>>
>>109522566
i've gotten minimax to the point where i can gen serious stuff now, which also means i'm no longer using any cope nodes or turbo loras, so gens take a long time. unfortunately, the kino can't be posted here and i'm not wasting my compute on meme gens
>>
reminder that the fudding is still just debo samefagging.
>>
>>109522599
>definitely how you beat trolls, they hate it when people talk about them
clearly, that's why they spend their christmas begging for it to be removed
>>
Add this to your 4X filter list. Set 4X to hide stubs. Collapse any post that isn't about genning. That's how you maintain thread quality:

/\bdebo\b/i;op:no;boards:g
/\bani\b/i;op:no;boards:g
/\bjulien\b/i;op:no;boards:g
/\branfaggot\b/i;op:no;boards:g
/\bhlky\b/i;op:no;boards:g
/\bwanschizo\b/i;op:no;boards:g
>>
File: 1780963089894970.mp4 (1.04 MB, 960x544)
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1.04 MB MP4
>>
if anyone isn't aware yet, this is the sharty troll thread
>>
>>109522599
but you are talking about them right now in fact the entire thread is about them
>>
File: VHycOOKl.mp4 (1.82 MB, 1376x768)
1.82 MB
1.82 MB MP4
>
>>
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>>109522303
Still amaze me you can do this Video AI gen with a 19gb model. I always thought its gonna take 1000 terabytes due to all the videos in the world for training
>>
>>109522614
what did hlky do to you anon?
>>
File: ldg baking guide.mp4 (3.59 MB, 768x1376)
3.59 MB
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>>109522303
For next time OP
>>
>>109522671
yay, more cringe thread drama bait
>>
I cleaned out my Gen Folder but only because I kept accidentally seeing blowjob gens and getting hard and jerking off when I didn't intend to
>>
have any of you referenced yourself fucking your waifu?
>>
>>109522689
very based
>>
i wish there were more examples of POV scenes using the ref2va model. are you supposed to define the viewer as a subject as well?
>>
>>109522520
>>109522530
>>109522554
>>109522560
all the same person btw
>>
make more will smith kinos
>>
>>109522671
You really upset him with this one kek
>>
>>109522689
>>109522690
>>109522692
>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
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>>109522697
>You really upset him with this one kek
>>
Bloody hell what's gotten into debo lately?
>>
>>109522704
lol
>>
who is trolling who anymore?
>>
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>>
Any solution of why my gen suddenly have different lighting ?
>>
>>109522599
>YoU dOnT uNdErStAnD!
>yOu MuSt Do WhAt ThE tRoLL WaNtS tO bEaT hIM
nope
>>
>>109522730
vaguepost much?
>>
>>109522671
based
>>
>>109522729
>>109522730
Maintain Thread Quality
>>
>>109522730
post catbox of workflow and anon may help
>>
>>109522671
based
>>
>>109522733
>>109522737
make more will smith kinos
>>
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>>109522671
lol
>>
why is everyone in the sharty bake?
>>
it appears that once again he is trying to make the links a big enough point of contention that theyre added to the spam filter or something
>>
>>109522758
yeah hes not the brightest is he
>>
>>109522758
shut the fuck up and post gens
>>
>>109522751
You can't make gens like this and not make them spooky.
>>
>>109522758
then we make new links. he's just a baby that refuses to accept accountability for his dog shit behavior.
>>
>>109522758
yeah. the entire thing was a sharty troll for years. we went over this. continuing to play into it by using their bakes reduces the bump limit so maybe we just stop using the links and you can let your spam filter do the rest
>>
Now it's talking to itself. This is fucking sad.
>>
>>109522776
Are you replying like that on purpose or are you really that dense?
>>
File: 00015-1238796.png (1.35 MB, 1024x1024)
1.35 MB PNG
>>
>>109522758
>>109522764
>>109522765
>>109522771
>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
File: 1786282282633768.webm (2.45 MB, 1152x640)
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>>109522749
tsmt
>>
https://strawpoll.com/wby5Q1X5wyA
>>
>>109522782
low quality b8

>>109522789
repost
>>
>>109522785
my on topic post was caught in the crossfire!!
>>
I'm messing around trying to get SageAttention installed and working for Minimax H3 - AI is telling me this:

PyTorch 2.13 + CUDA 13.0 + Python 3.13 is a combination for which there doesn't appear to be a ready-made SageAttention 2.2 Windows wheel.

What do I do to fix it? I'd like to get it working since the default workflow chokes up at the video VAE stage
>>
>>109522793
>repost
proof?
>>
>>109522797
He's just doing this >>109522758 you can safely ignore him.
>>
>>109522799
>PyTorch 2.13 + CUDA 13.0 + Python 3.13 is a combination for which there doesn't appear to be a ready-made SageAttention 2.2 Windows wheel.
Build your own wheel? Or ask it for a combination that would work with your specific conditions?
>>
>>109522791
there were countless strawpolls against debo and julien so fuck off
>>
>>109522812
It says there isn't one, idk what you mean. I just wanna make funny video
>>
>>109522791
Yes let's trust a strawpoll when the schizo owns 20 proxies.
>>
>>109522819
i see you finally found a way to change your ip to vote yes again
>>
>>109522799
use linux
>>
cant wait until all the votes end up being from france again
>>
the results are in
>>
>>109522799
Use a better chatbot desu

But also what anon said >>109522829
>>
>Screenshot 2026-08-10 at 18-52-07
>current time in Tokyo 18-52
What's a jap doing trolling this blessed bread?
>>
>>109522838
>2
you already know who
>>
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>>109522765
It's less spooky when you can see something desu. Horror through omission is much more kino.
>>
>all of the no's come in right away because they are organic
>each yes takes time to come in because he has to get new IP
lol
it really is just one guy samefagging both sides of this "thread quality" thing
>>
>>109522850
we in japan not like low morals zainichi spammers. nuisance rentry links ! ! !
>>
>>109522566
only for adhd zoomers
this thing was literally made for promptergods to enjoy endless kino
wan and ltx never had this feeling
>>
>organic
>>
>>109522873
>thinks lurkers and people who want to post give a single shit about drama
>>
>>109522864
almost as if we shouldn't have it and should instead PSA the sharty actively raids here and anons shouldn't take the bait
>>
>>109522821
you need to downgrade to pytorch 2.10. are you sure you're using the embedded python from comfy? .\python_embeded\python.exe --version
>>
I remember last time there was an influx of newfrens and he _almost_ convinced everyone that the links needed to be removed. Too bad, so sad.
>>
>>109522877
what is your explanation for the non-rentry shitbakes always being avoided mysterious anon?
>>
>>109522879
They are actively trying to gaslight anons harder every time you mention them so we should probably just do this until the get bored
>>
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>>
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>>
>>109522879
the issue isn't even anons taking the bait, the issue is that the guy is samefagging so hard 80% of whatever is in any thread you choose is just him arguing with himself
>>109522887
no one reads the links in these threads
>>
This thread split from /sdg/ to get away from the namefags and avatarfags.
The >Maintain Thread Quality section is integral to the core culture of this thread. If you don't like it you can go to /sdg/
>>
>>109522791
Totally unbiased poll lol
>>
>>109522903
>no one reads the links in these threads
weird. why include links nobody reads?
>>
>>109522907
>to get away from the namefags and avatarfags
i see avatar trannies in here too
>>
>>109522895
desu too digital looking
>>
>>109522907
>split to get away from namefags
>creates namefags out of autists
>core culture
that culture being... one retard with alts

lol
>>
>>109522907
>get away from the namefags and avatarfags.
>Maintain Thread Quality section is integral to the core culture of this thread.
normally you aren't supposed to give attention seekers attention in any way not center the entire thread around them
>>
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>>109522916
>too digital looking
what does this even mean
>>
>>109522903
>no one reads the links in these threads
you really live in your own world lol
>>
>>109522917
>>creates namefags out of autists
they were already namefags, silly newfren
>>
>>109522922
so you read all of the links every time a thread is posted? Sure buddy
>>
>>109522919
can you stop crying for like 2-3 bakes "anon"?
>>
>>109522928
i specifically avoided installing "anistudio" because of the malware warning and the debo one is on-point
and yes i read them because they might have an update for us non terminally online anons
>>
>sdg was made to get away from namefags
>enshrine two namefags into the OP and never shut the fuck up about them
kek
>>
If not for the links in OP, this thread would be dead save for a few "good morning" posts like the other place
>>
>>109522919
He knows that. This isn't a good faith debate.
>>
>>109522947
the thread would be as slow as /adt/ between model releases but maybe that is ok
>>
File: kekekekkeeeeeeeeek.png (1.17 MB, 864x1184)
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>>109522939
fr bruh what is bro even doing keeeeeeeeeeeeeeeeeeek JSID already this app is cooked cuh ion even playin
>>
>>109522939
true
next step should be a community get-together at carla street :)
>>
am i supposed to believe that "anons" are defending avatarfags and namefags?
>>
/ldg/ was made because sai fucked up sd3 so hard we renamed to be more suited to all local models.
>>
i fucked up on the pacing of dialog, it fucked up the weapon, i should have just used some actual halo footage for this but you know what it did pretty good given what i supplied as reference. im not fixing it because each reattempt is 1.5 hours. i think ill stick to shorter ones for now.
https://files.catbox.moe/3r3fwi.mp4
>>
>>109522953
Between model releases this thread goes for a day or so at a time so I don't know what your point is

>>109522963
This. Fuck SAI
>>
>>109522963
why didn't reddit abandon r/stablediffusion?
>>
>>109522965
>"fine take these"
>5 seconds go by
>instantly thanking her as the pics flash onto the screen
keeeeek sometimes the pacing works in your favor
>>
>he just invents new copes on the spot for hours
based
this is your life
>>
>>109522966
>Between model releases this thread goes for a day or so at a time so I don't know what your point is
it's not GM posts like you say it is and no the links should just go for the simple fact it's sharty ammo
>>
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>>109522967
>why didn't reddit...
you already have your answer
>>
qrd? im new here
>>
>>109522977
>t's not GM posts like you say it is
Reread my post and notice I said the other place is like that, not this thread
>it's sharty ammo
Just because some teenagers mentioned it on their wiki months after it was written by anon doesn't really mean anything
>>
>>109522986
why are you trying to spoonfeed yourself about yourself
>>
>>109522974
i want to point out that those images were not provided as reference, i made the prompt explicitly make those, so like, you could in fact use this for images if you absolutely wanted i guess.
its like that guy who made a workflow to make t2v ltx 2.3 to single image workflow for some fucking reason
>>
>>109522965
nice. did you give it halo gamplay reference? it's pretty cool to just watch it play
>>
>>109522986
catjack forced debo and ani rentries in OP. the sharty uses them to shit up the threads for years
>>
>>109522982
art
>>
File: 669.gif (3.86 MB, 400x532)
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>>109522998
>catjack
>debo
>ani
>sharty
>>
>>109522998
>catjack forced debo and ani rentries in OP.
And it took you literal years to realize that? Why are you shitting yourself right now about it?
>>
>doesn't know what the sharty is
>>
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Quick test gen.
>>
>>109522965
yeh the audio (speaking) could simply be done in a TTS. But these are the things people find out when genning - what needs genning and how. Obv if you wanted Masterchief fighting in non Halo environments or doing things no Halo like then genning it is needed
>>
File: file.png (239 KB, 889x487)
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>>109522997
no just images and some short audio clips, it even whined about 2 of them being below 2 seconds for chief's audio clip.
heres each of the references used. good luck. https://files.catbox.moe/irepi5.7z
>>
>>109522986
>>109522998
>>109523010
>>109523013
all one guy btw
>>
>>109522799
.\python_embeded\python.exe -m pip install --upgrade pip
.\python_embeded\python.exe -m pip install --upgrade torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu130
.\python_embeded\python.exe -s -m pip install -r .\ComfyUI\requirements.txt pygit2
.\python_embeded\python.exe -m pip uninstall -y sageattention triton triton-windows
.\python_embeded\python.exe -m pip install triton-windows --no-cache-dir
.\python_embeded\python.exe -m pip install "sageattention~=2.2.0" --no-build-isolation --extra-index-url https://comfy-org.github.io/wheels --no-cache-dir
>>
>>109523010
what the hell was your multi thread troll bake spree then? it really looked like a meltdown that took all day
>>
>>109523017
epic
>>
>>109523014
reminds me of a saints row 3 character lmao
>>
>>109522996
>i want to point out that those images were not provided as reference, i made the prompt explicitly make those,
based
>>
does memory usage go up as you add more and more reference images?
>>
>>109523017
Is that your own UI? If so, very nice even if WebApp.
>>
h3 is cool, but is there any image model which matches its level of natural language understanding? I was previously playing with this shit in the sdxl/pony era but I got tired of danbooru tag soup.
Looking at the front page of civitai I see the same masterpiece best quality 1girl garbage, but I know models must have improved by now. zit or anima or what?
>>
H3 coom lora status?
>>
It's kinda funny to imagine a newfren who wasn't here at all over the past number of hours and didn't witness the anon baking three threads in a row without rentry links while crying, being so gun-ho about removing them.
>>
>>109523042
Krea 2 is natural language if all you're looking for is text to image. I still see idiots on civitai including danbooru tags but that's just because they're stupid and didn't the documentation.
>>
File: 1755759087528778.mp4 (493 KB, 576x736)
493 KB
493 KB MP4
>>
>>109523048
answer my question retard >>109523037
>>
>>109523042
ideogram
>>
>>109523055
>random hoe with seizures in my apartment
great
>>
>>109523055
pretty based
>>
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>>109523038
its not, it was based on a recommendation from another anon. its an ai slop node, but its entirely just a node to make the prompting effort slightly easier. it doesnt do any llm shit so it was actually quite nice. ive noticed no performance penalty either. the included .pdf worried me a bit but its clean and is a much more legible version of the prompting documentation from h3.
https://github.com/Adudeguyman/ComfyUI-Fantastic-MiniMaxH3-PromptBuilder

biggest downside i have is that edits need you to click save on the bottom right there
>>
>>109523048
>In /ldg/ and similar Stable Diffusion generals, never maintain thread quality; LARP as debo or animanon
>>
i want to post a SFW generated vid of a chick sucking on toes but im too scared itll get bananed
>>
>>109522957
which schizo are you, you're kind of funny lil nigga
>>
>>109523064
how much memory does it take?
>>
The absolute state of /a/ using H3:

>>>/a/290065372
>yeah, even with the turbo Lora, its still gives low quality results
>>
>>109523013
>some shithole I don't care about
yeah it's honestly better that way
>>
>>109523068
just catbox?
>>
>>109523078
i have no fucking idea. i just needed something that doesnt make me feel like im having a stroke while making the prompt for ref2v. i just want to make it myself rather than using an llm to make the prompt. if anything it takes the same memory as not using it.
>>
I feel so bad for the things I said to ani because of all this
>>
>slow pan left
>it's fast
>mfw
>>
>>109523081
You should reply to /a/ posts in /a/ instead of here.
>>
>>109523083
you seem to care about it a lot when it's mentioned
>>
>>109523085
but i dont wanna do that
>>
>>109523064
>biggest downside i have is that edits need you to click save on the bottom right there
Get Claude to modify it so it autosaves whenever you change text or inputs.
>>
>>109522915
>>109522917
>>109522919
Why aren't you posting in the thread without the rentries if you are so adamant about it? Genuine question.
>>
File: 1778100552047623.jpg (98 KB, 1003x1080)
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You really need to prompt like a robot
<PICTURE 1>
<SUBJECT 1>
<SHOT 1>

^
|
These are very crucial
>>
>>109523064
god damn how many anons are vibe coding h3 prompt builders

this is the 4th one ive seen
>>
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>>
For minimax can anyone give their opinions on the various megapixels?

From my observations it's kinda apparent that:
0.2: is not functional
0.3: barely functional
0.4: ok but a little flawed
0.5: decent

But beyond that I don't know how much "better" the various megapixel levels are.

These aren't just more detailed resolutions like image models, I think they're actually increasing the intelligence of the output.
>>
>>109523071
diddybluds in here trippin finna make me crash out ion even playin dawg fr
>>
>>109523113
for whatever reason anons wanted to fill this one first. we can fill the other one after this one hits the limit. everyone here deserves to know the truth about the rentries
>>
>>109523113
>no counter argument
>redirects instead
not very good at this, are you
>>
>>109523123
Well it's a pretty simple app but I think everyone is going to have different opinions on how it should work.
>>
>>109523121
>You really need to prompt like a robot
y not get a robot to prompt it ?
>>
>>109523042
Minimax is supposed to release image model after aesthetic training is finished
>>
>>109523128
> I think they're actually increasing the intelligence of the output.
I don't think so. It's simply that higher resolution means there's more visual detail the model can work with.
>>
>>109523113
>why are anons in the most active thread?
gee einstein no clue
>>
>>109523135
>for whatever reason
huh, wonder what reason that could be
>>
>>109523121
Or just have an LLM do it and make small adjustments. I'm not typing all that shit out.
>>
>>109523123
the same amount that vibed id4 prompt builders. it's not really anything special. everyone is trying to get out of the shittyui in one way or another
>>
>>109523147
shhh no let him believe hes tricks some newfrens into thinking the links should be removed
>>
>>109523121
Yes, very crucial.

https://litter.catbox.moe/3ipufo.webm
>>
i've learned the ways of hard cuts, to make quick camera shots. if you dont, it will slide or dolly, which is fine but sometimes you want a new angle instantly.

ie: [2-4s] the camera hard cuts to (whatever)

https://files.catbox.moe/t6icfj.mp4
>>
>>109523147
sharty raid bumps and everyone thought it was alive? at this point it's sunken cost
>>
>>109523148
>forfeiting direction and control to AI
Yep, you're a brainlet anon. Sitting right in the assistant director cuck chair.
>>
>>109523135
>>109523136
>>109523146
So you're unable to attract anons to post in the other thread? Maybe if you posted some gens there it would help.
>>
>>109523144
>I don't think so.
well you're wrong because all you have to do is some comparisons between 0.2 and higher. 0.2 is retarded, not just low res.

and if you conceed that point, then 0.3 is obviously just like 0.2 except "slightly less retarded".
>>
>>109523161
based movie director
>>
>>109523128
below 0.4 increasing the steps to 25 or 30 sometimes works, but dont expect wonders.
>>
>>109523159
but the thread without the links was reposting gens from the 'sharty' thread. so that means the raiders or whatever actually gen stuff and whoever made the other thread doesnt
>>
>>109523111
i dont want to, it works fine enough as is.
>>109523123
theres like 30 now
>>
I'm working on animating the full BLAME! ::EX-LOG:: from Volume 1
>>
>>109523150
comfyui isnt the problem
>>
>>109523162
>>109523172
can you stop the raid already? this is getting pathetic even by sharty standards
>>
physics

https://files.catbox.moe/tegq1h.mp4
>>
>>109523042
h3's 32b text encoder does wonders
we have yet to see that for image models
>>
>>109523182
comfyui is a problem tho
>>
>>109523105
post it in /gif/ on /vdg/ and link it as long as it's not a celeb as they get uppity about that
>>
>>109523053
Thanks anon, I'll try it. I don't mind if it's not as aesthetic as the overcooked sdxl models, I'm just tired of trying to obliquely hint at shit I want with tags.
>mfw I see "refusal reduction lora" on civitai for krea2
you've gotta be fucking kidding me, has it really come to this?
>>
How did chang make a model as powerful as H3 while making sure it runs on poorfag hardware? Same question to amerifat tdrussel.
>>
>>109523161
did you miss the part where I said to make adjustments? the LLM is just there to provide a rough framework. For simple 5 second porn videos, that's perfectly fine. I'm not trying to make a cinematic movie.
>>
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646 KB MP4
>>
>needs an llm to write a 5 second prompt
embarassing
>>
>>109523186
Kino

>>109523204
Kino
>>
physics, but slow motion

https://files.catbox.moe/0evwyw.mp4
>>
>>109523199
>where I said to make adjustments?
Yeah, like the cuck assistant director.
>>
>>109523186
It looks like your images are getting smushed before they are given to the model
>>
kek i see one of you trannies crying in the IRC
>>
>>109523218
Once again you've got it backwards. An assistant director would give suggestions and a general outline. The lead director is the one that approves and makes adjustments.

Your logic is the equivalent of saying a CEO is a cuck because they aren't doing all the work. You are retarded.
>>
>>109523014
Someone needs to teach the model to downscale literally, tune it on a shit ton kf very low MP (but still HQ) vids and VRAMlets could be saved.
>>
>>109523055
i wonder how well it can t2v a pov of putting a pill on a girl's tongue
>>
>>109523223
I had the aspect ratio set to square for t2v gens, should prob go back to landscape.

anyways, I said she runs to the left but she ran in place kek

https://files.catbox.moe/0aqwfx.mp4
>>
>>109523242
i mean she is running while facing left. you should have specified a camera motion :)
>>
how do i use a midget as a reference to replace a tall female. it scales the midget. seriously replies only
>>
>>109523256
i know what you are.
>>
>>109523256
dwarf sized FREAK. use that prompt.
>>
>>109523242
Like a comedy skit, I like it
>>
if anyone is bothering to IRC, ask for a red /ai/ board already
>>
>>109523235
I'm still testing the prompting before I switch to outputting in higher resolutions. Might try the two step process after I work out the weirdness of some of the prompts. The few higher resolution tests I did had a weird smoothing effect like it's not filling in more detail at higher res.
>>
>>109523256
ah hell naw what diddy ahh unc doin bruh :skull:
>>
>>109523265
what? I like shortstacks.

>>109523266
what prompt? nothing I do works. I'm starting to think it's not possible because it would change the structure of the video too much.
>>
File: late.mp4 (1.14 MB, 1344x768)
1.14 MB
1.14 MB MP4
>>
>>109523231
screenshot of the crying?
>>
i just want to make midna porn
>>
>>109523256
did you define the midget as strongly preserved and the source video you are editing as partially preserved?
>>
>>109523128
I've learned that 0.6 is the minimum for getting into acceptable-good quality territory and 0.7 is where it starts getting great
I don't usually go below that
>>
>>109523288
that was like 20 years ago
>>
>>109523278
me but 4am
>>
>>109523289
there is no strongly preserved, only fully_preserved

>and the source video you are editing as partially preserved
wouldn't weak_reference yield better results?
>>
>>109523295
>can't even go to .5 for 15s without my machine locking up
i envy you
>>
File: 1763369628126618.jpg (71 KB, 548x592)
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For R2V Image
>[Shot 1] completely use the background, camera, lighting, character, artstyle from <Picture 1>.

Is this a correct way to prompting so to avoid scene change ????
>>
>>109523278
Literally me...
>>
>>109523312
Damn. If only there was some sort of official prompting guide or something.
>>
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>>109523256
>>
>>109523307
i figured weak_reference would change too much about the video other than the person but you might be right since it would have to fill in like the background from where the taller person no longer is
>>
bocchi

https://files.catbox.moe/w19u2u.mp4
>>
>>109523318
>For the target video, at 0.00 seconds into the target video, <Picture 1> (from [Shot 1]) is fully referenced.

This fails me everytime
>>
I want to post more but it's all porn
https://gofile.io/d/otLH5g
I've been genning some vanilla, some insane, some mixed
>>
>>109523312
HOLY FUCK
FEED BOTH PROMPTING GUIDES INTO CLAUDE
GET IT TO GENERATE A SYSTEM-PROMPT PROMPT ENHANCER
FEED THAT INTO A LOCAL AI LIKE GEMMA 4 26B A4B ABLIT
GIVE IT YOUR IDEA
>>
>>109523332
>>For the target video, at 0.00 seconds into the target video, <Picture 1> (from [Shot 1]) is fully referenced.
Wait... that's supposed to be in the prompt? Kek I thought that was some bullshit my chatbot kept putting in there that I should ignore.
>>
R2V (image) > I2V >>>>>>>>>>>>>>>>>>>>>>>>>> T2V > R2V (Video)
>>
>>109523332
I usually take it out when I'm trying to use the fl2v model to do things that aren't strictly i2v, like using an image as a reference
>>
>>109523121
I prefer this to trying to write things unambigiously
>>
>>109523344
It's got pretty strict/rigid syntax for more advanced tasks. If you're doing anything with the ref model, you really need to do this >>109523336
>>
>>109523312
Use Image 1 as the exact character identity reference for (your name)

then use the name you picked

if 2 images,

the setting is the background in <image 2>
>>
Tried R2V with image and video ref, but it output the same video and ignored the image.
How to fix?
>>
>>109523359
><image 2>
It uses <Picture 1>, <Picture 2>, etc.
>>
>>109523128
I'm using the comfyui default template and 640x672 is the exact falloff point to slop for me for some reason. Other anons say this isn't an issue they are seeing. Going lower makes things like different but I'm not sure its necessarily better. But the video quality is rough here. I can gen to 1 megapixel but get slop.
>>
>>109523366
Either read the prompting guide in full (and not be a retard) or see >>109523336
>>
reminder there is already a thread up
>>109518361
>>109518361
>>
bocchi again, camera works surprisingly well once you learn "hard cut" is the magic word for an abrupt change.

[0-2s] the character is playing a rock song on her guitar.

[2-4s] the camera hard cuts to a closeup of the guitar.

[4-6s] the camera hard cuts to a medium shot behind the character.

[6-10s] the camera hard cuts in front of the character. the camera rotates around her 360 degrees.
>>
>this image model sucks it cant gen anything!
>just use an llm
>NOOOOOOOO THE MODEL SUCKS!!!!

>this video model sucks it cant gen anything!
>just use an llm
>THAT MAKES TOTAL SENSE WOWOE THE MODEL IS SO GUD GUISE@@!`
>>
>>109523380
tsmt
>>
obvious bait, but watch them bite
>>
>>109523375
If we go there will you shut up ?
>>
>>109523366
Did you reference <Image 1> or <Video 1> in your prompt and tell it exactly what parts of those references to keep?
>>
>>109523379
helps if I link it.

https://files.catbox.moe/6hug28.mp4
>>
>stale troll bake with an old collage even
nah im goodie on that one anon
>>109523385
no hell cry regardless
>>
if you wrote:

<Subject 1> is Billy bob in picture <Picture 1>
can you just say Billy Bob in the rest of the prompt?
>>
>>109523373
forgot to say this is t2v, i2v I don't see any obvious issue with higher resolutions unless I tell it to break to a totally different shot
>>
>>109523386
in node, image index starts from 0, should it be 1 in the prompt?
>>
>>109523373
640x672 multiplied together is 430,080 which is 0.43 megapixels and yeah I do agree, below 0.4 is bad.

I've tried 0.35 as a minimum which does help quite a bit in comparison to 0.3 but I probably still wouldn't recommend it.
>>
>>109523333
added some links, dumped most of it, I've genned over a thousand videos already, think I got the model mostly understood. it's gonna be even more fun once the new goodies drop for:
image edit
2k
sparse attention
etc.
in the meantime I wanna train some mizumizuni again
>>
>>109523390
probably, but i'd just use <Subject 1> every time to refer to them just to be thorough.
>>
>>109523379
I spent so long trying to get hard cuts to the exact same shot (situation was security footage where the camera doesn't move at all but the people in the scene do). It got there but only eventually
>>
>>109523387
holy shit the notes plucked on the guitar are correct with the audio

I made that up because I like posting misinformation
>>
>>109523403
>>109523403
>>
File: 1779004572698051.jpg (71 KB, 633x758)
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Man i just want to use R2V similar to I2V.
But it keep creating me a new scene.
Those Voice reference are too good to ignore.
Also it helps with face drifitng. with additional face reference.

The problem is
IT ALWAYS CREATING AN ENTIRELY NEW SCENE AAAAAAAAAAAAAAAAAAAAH
>>
>>109523380
This is exactly why Flux 3 is going to take a shit all over Minimax. What takes a two sentence prompt in Flux 3 needs a full fucking script going through everything blow by blow, else the characters act like wooden planks.
>>
>>109523397
Yes it should be 1 despite the reference image/video starting at 0. It's a bit stupid like that.
>>
R2V takes like 3 times longer to gen than I2V
>>
>>109523412
hopefully it runs well on my computer
>>
>>109523233
You're coping. You're a cuck who relies on the big boy to do the big man job because you're too stupid and worthless to handle it yourself.
>>
>>109523399
I'm tired and bad at explaining, I mean the images get clearer higher than 640x672 resolution but the quality and realism jump off a cliff. I haven't found another anon with the same issue though.
>>
>>109518361
>>109518361
move
>>
>>109523407
>baking at page 1
retard
>>
>>109523409
establish the characters <Picture 1> is the exact character reference for (name you give)

the setting is <Picture 2> (or whatever, if no second image)

then it's t2v as usual with a reference.
>>
>>109523422
already a thread >>109523407
>>
>>109523423
no choice.
>>
>>109523128
0.1-0.7 is shit
0.8-1.5 decent
1.6 and up is good. once you try 1.6+ its hard to go back down
>>
>>109523441
nice try but im pretty sure it caps out and gets worse when it's that high
>>
>>109523437
why not? image limit is like 100 away
>>
>>109523437
you can let this go archived before baking new ones
>>
Holy fuck what a shithole this general has become

Literally somethinhg about debo/ani/catjack every other fucking post

WHO. FUCKING. CARES.
>>
>>109523441
I don't use that megapixel thing at all, just resize image ref to what I want as output video res be, and get dimensions that I pass to H3.
This also fixed the stretching ref image issue in the output video.
>>
>>109523265
Would goblin shortstack posters really make himself so obvious?
>>
>he uses sage attention instead of --use-comfy-kitchen-int8-attention
enjoy your 2.6x higher NRMSE error
>>
>>109523450
Nope, try it, it's amazing quality. There IS a cap, it's just much higher. 8.3MP (4K) gens came out very blurry every time (unusable). 3.7MP (2K) gens come out with a weird pattern artifact. The sweet spot is around 1.6-2.0MP
>>
>>109523497
so you can go ahead and evidence that then yeah
>>
File: MiniMax_H3__00011-small.mp4 (3.33 MB, 1728x960)
3.33 MB
3.33 MB MP4
>>
>>109523534
just trust me bro.
>>
File: walking.noaudio.webm (422 KB, 480x864)
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422 KB WEBM
>>
>>109523539
AI genning is science, you need to backup your claims with proof.
>>
>>109523537
10 years ago that would have taken like a day and a half to set up and tweak and then a few hours to render.
>>
uhhhhh bros???
>>
>>109523719
Kek post in new >>109523407
>>
>>109523719
last time that happened to me they rolled up with a piece of paper they called a warrant but it just had Based written on it
>>
>>109523537
I can smell the curry
>>
>>109523421
I think I just found out my prompt sucked and was unstable and the slop would kick in at random resolutions
>>
>>109523779
no idea what that means.. the birds are made of curry?
>>
File: MiniMax_H3__00015.mp4 (2.58 MB, 1056x1600)
2.58 MB
2.58 MB MP4
>>
File: idea_for_enemy.png (596 KB, 1086x620)
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good morning anons can you slop up some video game texture for me to UV map a 3d model on based on this collection of images?



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