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File: collage.jpg (2.99 MB, 5000x3565)
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Discussion and Development of Local Image, Video, and Music Models

Previous: >>109348588

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

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

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

>Qwen
https://huggingface.co/collections/Qwen/qwen-image

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

>LTX-2.3
https://huggingface.co/collections/Lightricks/ltx-23

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

>Chroma
https://huggingface.co/lodestones/Chroma1-Base
https://rentry.org/mvu52t46

>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

>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
>>
>inb4 nigbo
>>
nigbo
>>
>inb4 malware news spam
>>
>>109351792
>the Majora's mask image is on the collage
based baker
>>
cmon nigbo score some fakkin goals
>>
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>>
is baker just adding his own gens into the collage?
>>
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>>
if I baked images I lowkey wouldn't add my own images because mine are too high quality to put next to... you people.
>>
>>109351854
Only 5 are mine, cmon not a big deal
>>
>mfw Resource news

07/23/2026

>FLUX 3 - Real World Models: Towards Multimodal Flow Models as the Backbone of Visual Intelligence
https://bfl.ai/blog/flux-3

>AISmith 3D — Local AI 3D Studio
https://github.com/intisarGIT/AISmith-3D

>HeadCast: Casting Attention Heads for Efficient Autoregressive Video Generation
https://github.com/sjlgaga/HeadCast

>Self Gradient Forcing: Native Long Video Extrapolation
https://zhuang2002.github.io/SelfGradientForcing

>Lean-SAM2: Target-Anchored Memory and Encoder Acceleration for SAM2
https://github.com/DeawhaleQwQ/Lean-SAM2

>LTX Desktop v1.1.0: Apple Silicon, a built-in LoRA library, video extend, and more
https://github.com/Lightricks/LTX-Desktop/releases/tag/v1.1.0

>Img2threejs: Build 3D objects as a code-only, procedural Three.js model
https://github.com/hoainho/img2threejs

>v1.2.41 Z-image-lora-trainer
https://github.com/inlineresearch/Inline-Studio/releases/tag/v1.2.41

>VidBoards: Canvas board for organizing videos and images.
https://github.com/KuzmaBogdanov/vidBoards

>Image2Prompt — Extension for SD WebUI Forge Neo
https://github.com/Adeliox/forge-neo-image2prompt

07/22/2026

>FLUX.1-dev in native ComfyUI ConvRot formats
https://huggingface.co/SearchingMan/FLUX.1-dev-ConvRot

>AlayaWorld: Interactive Long-Horizon World Modeling -- Full Technical Report
https://huggingface.co/AlayaLab/AlayaWorld

>ComfyUI Ultimate Face Fix: Custom nodes for model-aware single- and multi-face repair
https://github.com/Merserk/ComfyUI-Ultimate-Face-Fix

07/21/2026

>Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing
https://huggingface.co/microsoft/Mage-Flow

>HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enhancement
https://yiyangcai.github.io/homie-page.github.io

>ShotPlan: Cinematic Video Generation with Learnable Planning Token
https://pensioner-11.github.io/ShotPlan
>>
>mfw Research news

07/23/2026

>OSVE: One Step Video Editing with One Step Diffusion Models
https://arxiv.org/abs/2607.19895

>Vera: Identity-Faithful Human Subject-to-Video Generation
https://arxiv.org/abs/2607.20247

>Back to Back with a Copy: A Computational Analysis of AI-Generated Visual Contemporary Art Pastiches
https://arxiv.org/abs/2607.20127

>Group-of-Latents: Perceptual Video Compression at Extreme Bitrates via Masked Latent Generative Modeling
https://arxiv.org/abs/2607.19437

>WearWow: Native 2K Multi-Garment Virtual Try-On via Adaptive Token Packing and Preference Alignment
https://arxiv.org/abs/2607.19923

>Importance-Aware OBS Pruning for Diffusion Models
https://arxiv.org/abs/2607.20048

>GhostPrompt: Cross-Image Adversarial Prompt for Vision-Language Models
https://arxiv.org/abs/2607.19683

>Analytic Distribution of Classifier-Free Guidance for Schedule Design
https://arxiv.org/abs/2607.19725

>Evolving Cache Schedules for Fast Diffusion Policy Inference
https://arxiv.org/abs/2607.20293

>Test-Time Training for Modality Order Consistency in Vision-Language Models
https://arxiv.org/abs/2607.20351

>ETPDesigner: Multi-Agent Orchestration for Interactive Multimodal Electronic Theater Program
https://arxiv.org/abs/2607.19947

>VQ-Transplant: Efficient VQ-Module Integration for Pre-trained Visual Tokenizers
https://arxiv.org/abs/2607.19575

>ENTRAP-VL: A Taxonomic Probe for Dual Contextual Entrainment in Vision-Language Models
https://arxiv.org/abs/2607.20092
>>
>mfw Resource news

07/23/2026

>FLUX 3 - Real World Models: Towards Multimodal Flow Models as the Backbone of Visual Intelligence
https://bfl.ai/blog/flux-3

>AISmith 3D — Local AI 3D Studio
https://github.com/intisarGIT/AISmith-3D

>HeadCast: Casting Attention Heads for Efficient Autoregressive Video Generation
https://github.com/sjlgaga/HeadCast

>Self Gradient Forcing: Native Long Video Extrapolation
https://zhuang2002.github.io/SelfGradientForcing

>Lean-SAM2: Target-Anchored Memory and Encoder Acceleration for SAM2
https://github.com/DeawhaleQwQ/Lean-SAM2

>LTX Desktop v1.1.0: Apple Silicon, a built-in LoRA library, video extend, and more
https://github.com/Lightricks/LTX-Desktop/releases/tag/v1.1.0

>Img2threejs: Build 3D objects as a code-only, procedural Three.js model
https://github.com/hoainho/img2threejs

>v1.2.41 Z-image-lora-trainer
https://github.com/inlineresearch/Inline-Studio/releases/tag/v1.2.41

>VidBoards: Canvas board for organizing videos and images.
https://github.com/KuzmaBogdanov/vidBoards

>Image2Prompt — Extension for SD WebUI Forge Neo
https://github.com/Adeliox/forge-neo-image2prompt

07/22/2026

>FLUX.1-dev in native ComfyUI ConvRot formats
https://huggingface.co/SearchingMan/FLUX.1-dev-ConvRot

>AlayaWorld: Interactive Long-Horizon World Modeling -- Full Technical Report
https://huggingface.co/AlayaLab/AlayaWorld

>ComfyUI Ultimate Face Fix: Custom nodes for model-aware single- and multi-face repair
https://github.com/Merserk/ComfyUI-Ultimate-Face-Fix

07/21/2026

>Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing
https://huggingface.co/microsoft/Mage-Flow

>HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enhancement
https://yiyangcai.github.io/homie-page.github.io

>ShotPlan: Cinematic Video Generation with Learnable Planning
>>
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>>109351854
don't like it? make your own bake
>>
>>109351886
why is it not green? im scared
>>
>>109351893
everyone's gens deserve to be objectively judged, and i think a vlm is the only thing that can provide that. clearly this baker is not taking it seriously
>>
>>109351915
>this baker is not taking it seriously
he's taking it more seriously than you though, because he made a bake, and you made nothing
>>
>>109351915
getting ai to make the collage would actually increase quality
>>
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Now that Flux 3 is coming. Is Krea 2 dead?
>>
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Flux 3 open weights edition will be censored for weeks until it becomes DOA btw.
>>
>>109351873
>>109351885
>>109351886
Fuck off unemployed loser
>>
>>109351915
they are judged the second the hit the general.
awful gens get attention
bad/ok gens get no attention
good gens get attention
great gens cause a meltdown
baker just distills that down into an op image.
>>
>>109351947
You sound upset
>>
>>109351945
>unemployed loser
proejction
>>
>>109351915
He clearly ignores spammers, I see no issue with this.
>>
>>109351941
>Now that Flux 3 is coming. Is Krea 2 dead?
I'm a krea hater but I think Krea 2 will be fine, Flux 3 will be a nothingburger, they decided to go for the multimodel meme so the model is probably some 50b shit no one will be able to run, it's Flux 2 dev all over again; those retards haven't learned anything
>>
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>>109351944
See I would agree but maybe it'll be uncensored.
>>
>>109351937
how do you know i wasn't in the process of baking, or that other people who take it more seriously weren't either?
people would much rather wait a couple more seconds for a proper bake than get something rushed or trolled
>>
>>109351991
uuuh ANON?!
>>
>>109351978
maybe your dad will learn to love you for who you turned out to be.
>>
>>109351981
>how do you know i wasn't in the process of baking
you weren't, don't lie to me
>>
>>109351954
why would i be upset? just telling you the way it is. if you want to be in the op, start posting good gens.
>>
>>109351995
Forgot what board I was on for a moment, Kek.
>>
>>109351995
Porn addiction can make a person go into black out states where they dont know what they're doing - please forgive him.
>>
>>109352004
my gen is in the collage

does that mean im kino
>>
Why don't we all post bad gens from now on as a protest?
>>
is it legal to make ai porn of celebrities in usa?
>>
>>109351991
She's cute.
>>
File: z-image-upscaled_00021_.jpg (1.26 MB, 1384x3016)
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I wanna see naked bjork
repost it
>>
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>>109352020
I use an VPN. They can go fuck themselves.

I also don't just make porn.
I do that but I also make random shit.
>>
Surely theres alot of people getting GR1'd when they post revenge porn
>>
>>109351944
it's gonna be bad and bloated, every model that ends up with a version 3 are shit, Flux 3 will be the next SD3, I call it
>>
thanks for bakering
>>
>>109352049
They post borderline Cheese Pizza on the /b/ AI degen threads. Either ban it all, or don't. You can't have it both ways.
>>
>>109352049
what do that mean?
>>
>>109352083
post a nude celebrity and find out
>>
>>109352078
its not even borderline. those threads are gross, wall to wall 1girl like here, except the girl is aged in single digits and engaged in some hardcore gooner fantasy.
>>
>>109352020
I don't think there's much interest in enforcing the laws. You can just google image search "[insert name] nude" and you get hundreds of deepfakes.
>>
>>109352112
Yeah even for me, its too much. The celeb threads while "illegal" were fun, and you could understand it. Lets ban adult celebs but allow 5 year olds to be gangbanged, 4chan.
>>
I can't believe I fell for the Anima meme, this model is so ass.
>>
>>109352126
you just don't *see* the law being enforced because your knowledge of crime is based on the twitter front page
>>
>>109352128
>The celeb threads while "illegal" were fun
I don't see the fun in this, like if I post an AI picture of you getting gangbanged on the internet you wouldn't find it so funny
>>
>>109352144
Its being enforced in the sense that you won't see threads on fourms or here anymore. But you can still make deepfakes.
>>
>>109352143
but did you download the 50 loras and the jeeted workflow?
>>
>>109352148
just make me look cool and in charge
>>
>>109352148
not everyone is so wrapped up in their ego
>>
>>109352148
NTA but it would be funny. I would be freaked out if the undressed body looked like mine though, because I would think where did they get that training data?
>>
>>109352148
A hard pill to swallow for alot of anons - thankfully they can hide behind the fact that they're so ugly that nobody would ever do that.
>>
>>109352169
>>109352170
>>109352162
ok cool, now post a selfie of your face here, we can start right now
>>
you wished people made a deepfake of you
>>
>>109352144
I don’t use Twitter, but you’re right I don’t keep up with news on the subject. Still, I’d assume Google would be the first to get cleaned up.
>>
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>>109352189
>>
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I've actually posted AI art of myself before on here.
Several times actually.

Its just that I'm so handsome I guess nobody could notice.
>>
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>>109352189
>>
>>109352202
>Elon Musk is lurking on /ldg/
I knew this was the best general!
>>
>>109352191
I think people have actually made deepfakes of me. Sort of. I don’t give a fuck, but it’s not the same.
>>
>>109352214
Are you famous
>>
>>109352211
bruh I'm so used by his fat meme version I forgor how he looked originally ;-;
>>
>>109352221
No it was trolling.
>>
>>109352221
Who cares? I mean, what's the difference between that and a photoshop in the 2000s?
>>
>>109352225
He is much skinnier now.

>>109352239
>>109352228
I was just curious.
>>
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>>
>>109352239
the difference is quality and ease of use.
it's like any technology, it only becomes a problem when it is easy to use.
sony made the walkman, vcrs, mp3 players, they didn't care until highspeed internet made sharing fast and effortless.
>>
What are people's thoughts on Suno? Is that okay? Stealing people's music?
>>
>>109352239
>what's the difference between that and a photoshop in the 2000s?
nta but the difference is that it's harder to spread deepfakes back then because you needed a skilled guy to do the image, nowdays every braindread jeet can get something decent in seconds
>>
>>109352259
Suno is absolutely apocalyptically bad, at least for the kind of music I try to make.
>>
>>109352259
Toby Fox literally steals other peoples music all day long and people are calling him one of the greatest video game composers of all time
>>
>>109352270
But it will get better.
>>
>>109352020
https://en.wikipedia.org/wiki/TAKE_IT_DOWN_Act
No. /r/ got removed for this very reason.
>>
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>>109352259
when it comes to copyright shit, I'm a full communist
>>
WHERE ARE THE FINETUNES ASDASDASDFFFFFFF
>>
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>>
>>109352294
this. z-image was supposed to usher in a golden age for local and noone even uses it now
>>
>>109352319
Z Image Turbo was fantastic for about a month.
Then everyone realised how limited it was.
They then blue balled everyone for "Z Image Base" that was FOR REALZ coming.
>>
File: Krea2_turbo_00952_.png (2.9 MB, 1448x2176)
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For me, it's krea2.
>>
>>109352294
>WHERE ARE THE FINETUNES
there's this I guess
https://huggingface.co/fancyfeast/bigasp-3
>>
>>109352331
like my russian ex gf holy hell
>>
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>>109352331
Krea 2 is unbelievably awesome. Its what ZIT should have been.
>>
>>109352259
>Stealing people's music
Lol, what? Suno is terrible. Udio is SOTA for actual music production,
https://www.udio.com/songs/wzKtEP7gHsuFNGnjvL9GKp
https://www.udio.com/songs/pHLn2TLb2jSsQfa9CC7S7J
https://www.udio.com/songs/heDdLtrK4wJcbQxShJW7sG

and ACEStep XL with a LoRA is also not bad
https://vocaroo.com/1BubQnbcvSvt
https://vocaroo.com/14wvmcvt94lB
https://vocaroo.com/12tVNq7SnhO1
https://vocaroo.com/12iNuu5k1xpa
>>
I think the litmus test for the shittiest gens is to include Tifa
>>
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>>109352350
>Its what ZIT should have been.
but ZiT produces better images though?
>>
>>109352356
Depends on the workflow and loras.
>>
>>109352356
yet no one posts ZIT gens here, curious
>>
>>109352353
>Udio is SOTA for actual music production
he doesn't know about treblo, ngmi
https://treblo.com/song/2e99edfa-da93-496f-adfd-6b49e9507893
>>
Sasoribros... Our 3D rendergens... I'm missing them...
>>
>>109352337
I mean, the /ldg/ finetunes.
>>
>>109352365
people just post the flavour of the week that will be forgotten after a month because no finetunes are happening, happened to all other models before, same will happen to Krea or whatever is popular atm
>>
>>109352380
as if ZIT was getting posted before
>>
>>109352380
Krea 2 doesn't seem to need a finetune. It can produce great stuff with little fuss.
>>
>>109352372
what makes you think he's not a /ldg/ lurker?
>>
>>109352390
it was when it was new, same as with every new model that looks halfway good, the circle repeats, no finetunes are happening, no NSFW(inb4 some shitty lora)=forgotten in a month
>>
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Nothing wrong if a better model comes through for us

So as long as I can gen my 2girls and goon :^)
>>
>>109352380
>people just post the flavour of the week that will be forgotten after a month because no finetunes are happening, happened to all other models before,
like z-image?
>>
idk but I think people losing interest in models so fast when something new drops is also one of the reasons we don't get any finetunes, people are always waiting for the next model that might be just a bit better instead of actually focusing on a model that shows promise
>>
>>109352440
yes and all other models since XL and your favourite flavor of the month will be no different
>>
>>109352444
Most people now have ADHD. I dropped ZIT because Base never actually came out like they said it would, and the "base" was shit.

>>109352455
Okay bro, we get it, You don't like Krea. You can be quiet now.
>>
>>109352459
Unless Krea gets finetunes and the ability for decent NSFW it will be forgotten, like all the other models before.
>>
>>109352366
https://treblo.com/song/3dc26e59-b114-4daf-9444-07dbf317e923

I kneel.. Not sure if this is Udio tier musicality and vocals, but It's not bad for EDM. Part of what makes Udio so great is its creativity, the fact that it's a DiT model, like ACEStep. This Treblo model likely follows an autoregressive architecture, like the still yet to be released Qwen Music. Also the vocals in Treblo are at most on par with Suno.
>>
>>109352444
I can understand them, imagine spending tens of thousands of dollars on a model just so that in 2 months a new model makes all your effort obsolete
>>
>>109352482
It has decent NSFW lmao. Every model ever has needed loras. None of them will ever be NSFW ready. None.
>>
>>109352482
there are already like 10 porn finetunes and hundreds of porn loras.
>>
>>109352490
He knows it too. He's just being a bad faith merchant. It has more than ZIT did in the same time frame, But sure, flavour of the month.
>>
>>109352483
>This Treblo model likely follows an autoregressive architecture
I can tell just by listening to it, the sounds that it produces are great but it does nothing substantial with what it's got, lacks that Udio magic.
>>
>>109352490
>10 porn finetunes
you mean merges not finetunes
>>
>>109352482
Developers don't have to submit to the whims of porn addiction actually
>>
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>>109352482
>Krea gets finetunes and the ability for decent NSFW it will be forgotten
I make decent nsfw stuff with loras tho
>>
>>109352490
other models have loras and lora merges too, where are they now
>>
>>109352516
>heh this happens to every model and you better believe that it will happen to kreapoop
but also
>ZIT IS THE BEST MODEL AND CAN NEVER BE REPLACED!!!!
>>
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>ask AI to make a prompt for me
>a person drinking coffee

Modern LLMs are so fucking cucked they might as well be pre-large language model scripted chat bots.
>>
>>109352563
what do you expect it to default to with such a simple query and why do you think that's a reasonable default
>>
>>109352538
where am I saying anything about Z, same happened to ZIT and ZIB as well, same will haben to Krea, same happened to every other model since XL and derivates unless peopel get rid of their ADHD and a model actually developed by the community
>>
Of course a model will eventually get overtaken by a newer one. It will go the way of the floppy disk or CRT monitors.

That's technology for you, enjoy it in the moment.
>>
How lobotomized will Flux 3 be? BFL (Blackrock Forest Labs) are one of the bigger piece of shit in the AI space when it comes to fucking over their open weight releases.
>>
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>>
>>109352629
>6 fingers
Comfy, is this is Flux 3 dev I'll be really disappointed :(
>>
>>109352625
Flux2 Kleins were not heavily censored
>>
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>with such a simple query

My agent has over 50,000 tokens of context being loaded into it every single time.

So it defaulting to "lol coffee" - "lol library" - "lol comfy" Is just the model showing its lobotomy and the underlying safety system prompts breaking its creativity even when jailbroken.

Modern LLMs suck ass - I bet the actual hidden reasoning was like "Hmm, he typically does this, but thats unsafe, lemme do something generic."
>>
>>109352640
they are literally impossible to train, that's how censored those models are
>>
>>109352638
that's krea, here is flux
>that signature tho
kek
they updated some shit tho. UI looks more flat and darkish. or may be it's just me
>>
>>109352638
That just means she's extra good at guitar.
>>
>>109352664
if you aren't the man himself, do not pretend to be him

you have been warned
>>
>>109352625
doesn't matter, the video showcases are good, that means it's a giant model, DOA
https://streamable.com/3zadu7
https://streamable.com/q42o96
>>
>>109352677
im only using the default prompt.
here is flux again, typical
>>
>>109352680
ramlets are not human
>>
File: 1760711871741500.jpg (1.43 MB, 1248x1824)
1.43 MB JPG
I wish Krea had anima's artist knowledge, doing anything anime adjacent really slops the image up but by the gods it can do curves
>>
>>109352680
the showcases literally do not matter since that's not the model being released to the public
>>
>>109352690
unfortuantely ramlets decide what models get popular because models only 3 people can use get only used by 3 people
>>
>>109351941
Why are you assuming Flux 3 will have an accessible size for local?
Would you be willing to run a >50b model offloading to RAM and taking 10+ minutes to gen 1girls?
>>
>>109352708
this, it's basic maths, SD1.5 is still being downloaded millions of times on huggingface because it can be run on every potato PCs
>>
>>109352483
>like the still yet to be released Qwen Music
Current Alibaba would lock that shit behind API and you know it
>>
>>109352708
llm community is bigger than image gen and they have much more ram on average, there is a large market for this, and people would wait dozens of minutes for a gen if it were actually seedance 2 tier, the problem is we dont have large good models at all
>>
>>109352680
motorola anon will love this
>>
File: 1770677393253120.png (47 KB, 1006x418)
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ComfyUI doesn't care about new good models.
>>
File: AYAAAAAAAAA.png (437 KB, 976x549)
437 KB PNG
>>109352760
>lingbot
>good
>>
You dont even know what lingbot is
Dont be a sheep
>>
>>109352764
Better than wan and better than lobotomized flux 3 which we will get weeks from now.
>>
>>109352774
Can it gen a quadruple rotating DP shot without loras?
>>
>>109352774
>Better than wan
I fucking hope it's better than wan, it's a fucking 30b model
>>
>can it do [porn addiction]?
always assume no
>>
>>109352788
MoE
>>
>>109352793
doesn't matter, you still have to put all the model to the gpu, good luck doing that with a 30b model
>>
Poll (Flux 3 size)

https://poal.me/8795wo
https://poal.me/8795wo
https://poal.me/8795wo
https://poal.me/8795wo
https://poal.me/8795wo
>>
>>109352807
none of us know, what's the point
>>
>>109352807
Between 60b and 100b
>>
>>109352798
>you still have to put all the model to the gpu
You don't that's the point on MoE, you get the same speed with a large MoE that fits into RAM as with a small dense model that needs to fit into VRAM.
>>
that poal shit should be a bannable offense.
>>
>>109352811
that's a lie, you're coping hard
>>
woah deja vu
>>
>>109352818
>Nuh huh
Good one luddite, learn what MoE is before embarrassing yourself next time.
>>
>>109352807
probably over 30b, flux 2 dev was 32b and it was just an image model kek
>>
>>109352750
>people would wait dozens of minutes for a gen if it were actually seedance 2 tier
from what I'm seeing it looks a bit worse than Sora 2, which means it's amazing, but we won't get that quality on local lol
>>
>>109352727
>https://huggingface.co/papers/2607.11699
>Paper has been out for over a week
>No word

If true, what is taking them so long to release the API? Surely, they're not neutering their own API... There has been no blog post, nothing on this. If it's API, they'd at least hype it up like Qwen Image 3.
>>
>>109352807
Flux 3 size: DOA
>>
>>109352835
Sora 2 wasn't great. Heavily censored. This will be too. And yeah, no way in hell do they let us create Sora quality videos locally. They are (rightfully) terrified of fake videos and porn.
>>
>>109352875
>Heavily censored
that wasn't on the model itself, it was layered on top.
>>
>>109352886
And the model itself was never released to the public. As far as I know.
>>
>>109352852
They didn't mention the model size and also compared themselves only to the API models
It's unlikely this will be open weights
>>
local is more censored than api
>>
>>109352852
>No word
why should we care about some paper? if they don't release the weights, may as well never exist
>>
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>>109352708
what are the vramchads and ramchads (24-96gb vram/64gb-128gb ram) doing? Look at the civitai page for krea2, barely any good shit unless you like unhinge nasty lewd concept loras and fake consistent ai avatar loras. krea2 is unfortunately is in fucked situation. I love the model but so far in 4 weeks, hardly anyone is posting anime, cartoon or vidya character loras.
>>
>>109352908
24GB of vram does not grant you vramchad status
>>
File: Jill.png (794 KB, 672x896)
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>>109352908
Because the model knows video game characters. I literally make Jill Valentine gens.
>>
>>109352908
the biggest benefit is running video models faster, but wan is old and ltx is downgrade in quality so theres nothing much you get out of having much more (v)ram right now
>>
>>109352908
it's already on it's way out, same old story as always
>>
Hopefully 48gb vram chads will be able to run Flux 3 with a 5bit quant. As mangled as it would be at that quant, I doubt it would be worse than LTX2.3
>>
>>109352908
that's disgusting
>>
>>109352908
>krea2 is unfortunately is in fucked situation.
12b is just too big, that's why people were hyped so much by Z-image base, it's small enough (6b) and we knew the potential was huge by looking at ZiT images
>>
>>109352935
Did Krea 2 fuck your mum in front of you or something? What the fuc k is your problem with it? We get it, you love ZIT. Go and make gens for ZIT so you don't shit this board up with your drivel.
>>
>>109352908
People with money have zero taste or the life experience to appreciate and make art - that includes LoRAs.
>>
File: pathetic.png (611 KB, 1080x888)
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>>109352947
>nooo don't criticize Krea 2 our cult doesn't allow that!!
the model won't fuck you bro
>>
>>109352897
>They didn't mention the model size and also compared themselves only to the API models

True, but ACEStep is not worth comparing yourself to because it's not on any benchmark. Regardless, at ACEStep's current rate of improvement they are just close sourcing a model that no one will use.
>>
>>109352965
I don't even care about it as much as you do. You moan about it constantly lmao. Like calm DOWN
>>
>>109352965
okay, you're right, keep incessantly posting about how bad Krea 2 is any time it is mentioned
we won't stop you
>>
why is huggingface torturing me with 3MB/s downloads. I got a gigabit connection
>>
>>109352979
>I don't even care
then shut the fuck up if you don't care, but you won't
>>
>mu my model vs muh your model
how do we kill these retards, I just want a model to take off and get finetunes, derivates and develop an ecosystem constantly resulting in new interesting things like XL and its descendants
>>
File: 1779156758464810.png (782 KB, 1865x1222)
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>>109352807
>>
>>109352992
It’s been doing that a lot lately.
>>
where Realism Engine v4.0 for Krea that fixes that stupid wet skin/cum on skin bias
>>
>>109353000
He'll complain that it isn't ZIT. Anything that isn't ZIT is shit to the pea brained pedo cunt.
>>
>>109353008
>pea brained pedo
funny projection
>>
>>109353008
you're the same dude
>>
>>109353011
I like how you don't deny you're just a ZIT dick sucking cultist. The thing is, You're probably right about Krea 2. That isnt what I'm mad about. What I'm mad about is. You just won't shut up. You just. won't. Shut. Up.
>>
>>109353000
>I just want a model to take off and get finetunes
it won't happen if the model is big, in what language do I need to tell you to understand this simple fact?
>>
>>109352979
>I don't even care about it as much as you do.
>>109353024
>What I'm mad about is. You just won't shut up. You just. won't. Shut. Up.
So I guess that you do care right?
>>
>>109353028
If by care, you mean I care that you're adding nothing to this thread? Yeah I care about that. You should play in the traffic. You're still not denying you're a dick sucking cultist of ZIT lmao.
>>
ZITGODS still make the slopcucks seethe I see.
>>
>>109353039
>Yeah I care about that.
but I don't care that you care, crying about it won't change anything, if you are too mentally weak to accept the fact that people won't suck your dick when you post some gigaslopped Krea 2 images, then maybe Reddit is more of your taste, there's a lot of weak minded faggots that need some space bubble to survive, you'll fit perfectly kek
>>
>>109353026
People used to make fine-tunes for the huge >=30b Llamas all the time back in the day
I think the real catch is that the LLM scene is composed of grifters and nerds making a name for themselves while the imagegen/videogen consists mostly of bobs&vagene gooners and NEET weebs
>>
>>109353059
Still not admitting it, I see.
I'll keep tagging you until you admit it, Feel free to filter me, I don't care. I have all night. Nothing better to do. I will get you to admit you're a dick sucking ZIT loser.
>>
>>109352925
those are mainstream pop cultural characters every normie gaymer knows about. There's tons of games in the semi-mainstream, niche, large cult following and obscure categories that the model doesn't know that i wish it knew.
>>109352944
z image base at fp16 is about 12gbs while krea2 raw at fp8/int8 is 13-14.5gbs. You don't have to train loras with the transformer model being at the full fp16 precision. Also what happen to the option of cache text embeddings, unloading the text encoder and cache latents?
>>
>>109353024
you're the only one constantly bringing up ZIT ITT
>>
>>109353067
>I have all night. Nothing better to do.
your average Kreatard, ladies and gentlemen
>>
>>109353056
what I don't see is a gen
>>
>>109353063
>while the imagegen/videogen consists mostly of bobs&vagene gooners
It's ironic because LLMs are way better for gooning
>>
>>109353073
So gonna admit it or?
>>
>>109353068
>loras
we're talking about serious finetunes anon, so no, your fp8 cope won't do it, and even if it does, ZiB fp8 is still twice as light as Krea 2 fp8 so...
>>
File: 1776476911251472.png (3 KB, 100x115)
3 KB PNG
>>109353076
I don't throw pearls before swine
>>
Just say you have a bunch of CP and worthless porn addict gens you literally cannot post anyway
>>
Do kreakeks do anything but project? lol
>>
Insider here, Flux 3 is 12B.
>>
File: z-image-upscaled_00029_.jpg (1.69 MB, 1384x3016)
1.69 MB JPG
>>
>>
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>>109353101
I prefer to keep my drives garbage free.
>>
File: z-image-upscaled_00030_.jpg (1.21 MB, 1384x3016)
1.21 MB JPG
>>
>>109351659
Looks close enough (and from their benchmarks on blind tests it's on par with Seedance 2 (52% preference), if it can handle flips like this

https://litter.catbox.moe/kko1xenm7vjsvtnk.mp4

That's all local needs, and they've shown their model can handle physics. You can reliably prompt for anything you can prompt on Sora 2 and Seedance and get a decent result. The main issue will be whether or not the thing will still be as good locally when they release it, likely it is not.
>>
>>109353136
Fisher Price UI for tards?
>>
File: z-image-upscaled_00024_.jpg (1.21 MB, 1384x3016)
1.21 MB JPG
>>
>>109353143
is that the best zitards can come up with?
>>
File: z-image-upscaled_00026_.jpg (1.5 MB, 1384x3016)
1.5 MB JPG
>>
>>109353136
>calls Zit garbage
>then is surprised when he gets the same heat on Krea 2
just don't poke the bear and maybe you'll get more interesting interactions, how about that?
>>
File: 1774090727405275.png (3 KB, 81x121)
3 KB PNG
>>109353136
ZITGODS aren't cultists, they just recognize the best model for realism.

Krea is great if you don't care about realism or anime and just care about some third type of cartoony styles, other than that, it has little use since its worse than ZIT for realism and worse than Anima Aesthetic 1.1 for anime.
>>
>>109353155
>the bear
oh, you're gay
I'm not into that anon but have a nice day
>>
Are these numbers supposed to be impressive
>>
>>109353161
post some zit realism
>>
>>109353170
Is that the best Kreatards can come up with?
>>
File: connelly_00466_.jpg (659 KB, 2048x1512)
659 KB JPG
>>
File: 1782220351459572.png (2.78 MB, 1871x840)
2.78 MB PNG
https://civitai.com/models/2784566/qwen-image-vae-sharp-krea-2-turboraw?modelVersionId=3137196
maybe it's a better vae, let's hope it is
>>
>>109353063
i wouldn't really call the llm crowd "grifters" especially for the amount of time and money they sink into this hobby of local ai. They're mostly rich paychads that are actually wiling to spend nearly $9,000-$15,000 for a setup to run dense and larger than 35B ai models. The llm crowds are very creative with their setups and bizarre builds. It an entirely different crowd of people who are mostly white collar workers. As for image/video gen enthusiasts, its a fragmented mess.
>>
File: 1578890791129.png (30 KB, 657x527)
30 KB PNG
is there a way to create a gif loop of the funny and cute variety using a 4050 rtx laptop, 6GB vram, 16GB RAM and 16GB swap?

wan 2.1 gives me an hour to render 2 seconds of cute and funny actions.
>>
File: 1761709531064311.png (209 KB, 1719x1017)
209 KB PNG
>>109353142
>and from their benchmarks on blind tests it's on par with Seedance 2 (52% preference)
that benchmark is a meme, it implies that Gemimeme is on the same level of Seedance (loooool)
>>
>They're mostly rich paychads
yeah, and they use that money to invest in a tool they dont give a fuck about to scam others for more money - a grifter
>>
File: connelly_00476_.jpg (706 KB, 2048x1512)
706 KB JPG
>>
>>109353218
https://github.com/deepbeepmeep/Wan2GP
>>
>>109353218
kys
>>
tons of krea images posted here are of a variety of interesting styles, who is seething about "third type of cartoony styles" wtf
>>
Some more Flux 3 examples:
https://files.catbox.moe/hbzceu.mp4
>>
>>109353193
AI is truly the greatest invention of our lifetime.
>>
even /s*g/ switched over to krea lol
>>
>>109353285
Must be horrible to be this obsessed with some imageboard thread.
>>
>>109353271
now show the one that will open sourced and not this apicuck only bait
>>
>>109353271
>the yodeling is just the guy saying "yodel" over and over in falsetto
>>
>>109353302
>will open sourced
will be
>>
>>109353271
I'm not optimistic about this, or else Flux 3 dev will be slightly worse than this, but too big to be run, or else it'll be small enough to be run, but will be shit
>>
>>109353304
basically what yodeling is.
yodel-eh yodel-eh yodel-eh-he-who
>>
>>109353304
if this is the biggest problem to complain about, the model must be incredible
>>
File: z-image-upscaled_00031_.jpg (2.05 MB, 2584x1616)
2.05 MB JPG
>>
>>109353323
api model*
>>
>gets asked to post zit realism
>crickets
really makes you think
>>
>>109353335
Learn to follow the conversation
>>
>>109353271
anon can you post link where flex3 can be tested. i have personal niches that seedance2 could do that i want to see if flux3 is at the level of seedance2.
https://files.catbox.moe/hs4jdn.mp4
https://files.catbox.moe/0x5lkp.mp4
https://files.catbox.moe/qq9p6v.mp4
https://files.catbox.moe/a54iul.mp4
>>
>makes a snarky retort
concession accepted
>>
File: 1774985142530203.jpg (2.92 MB, 2352x1568)
2.92 MB JPG
>spent the last 6 days genning Kiara non-stop.
feels gud
>>
>>109353317
nah, that's the stereotypical yodeling but it can be anything, just has to sound like yodeling
>>
>>109353335
>he's pretending he never saw all those ZiT vs Krea 2 realism comparaison images
you're not arguing in good faith, so there's no point in interacting with you anymore
>>
File: on the site.png (11 KB, 659x170)
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>>109353346
You have to ask for an access
https://bfl.ai/blog/flux-3
>>
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502 KB JPG
>>109353272
agreed!
>>
>>109353346
no, it won't do that, not the API version much less the future DEV version
>>
>>
>>109353346
advanced porn addiction
>>
>hurr durr didn't you see ALL those comparison images?
>gets asked to share one zit realism gen
>crickets
slipping in their own shit again
kreachads win again
>>
>>109353354
>ZiT vs Krea 2 realism comparaison images
but they made krea look better than zit
>>
>>109353390
kek
>>
kill all krea and zit fags
>>
>>109353382
I'm seeing the vision. TLOU with Jill would be pretty sick.
>>
>>109353395
i must be misremembering, my bad.
could you post some zit realism gens to refresh my memory?
>>
>>
File: ComfyUI_4773.jpg (563 KB, 1512x2160)
563 KB JPG
>>
>>109353335
>>109353390
the guy who's hard shilling Krea 2 right now is still the fat black dude from twitter right?
>>
What's the likelyhood of Zeta Chroma being good
>>
>>109353404
the fat black guy that was pogging out over qwen3? i think his allegiance is to his harem of waifus.
>>
File: 2469.jpg (94 KB, 1200x900)
94 KB JPG
>>109353400
>>
>>109353412
about the same as flux3 id reckon
>>
>>109353418
ZiT can do Billie Ellish? you've used a lora right?
>>
File: debo_dw_k2_00037_.png (3.64 MB, 1195x1792)
3.64 MB PNG
>>
>>109353427
he used a google
>>
>he doesn't think anon knows how to use reverse google search
>>
>>109353412
can't believe that dog fucker is still training that model, it's been 6 months
>>
File: ComfyUI_4740.jpg (725 KB, 1720x2064)
725 KB JPG
>>
>>109353427
Doubt it.
Not powerful enough
>>
File: let's hope so.png (131 KB, 1859x492)
131 KB PNG
Trust the plan, the BFL CEO is saying that Flux 3 dev will be good
https://xcancel.com/robrombach/status/2080377398072053913#m
>>
>>109353439
>krea skin
>krea lighting
>krea concrete
>krea trees
>krea blurred background
i'm tired boss
>>
the fuck are you talking about shill fights over various free models retards
>>
File: ComfyUI_4700.jpg (671 KB, 1896x1896)
671 KB JPG
>>
>>109353460
cognitive dissonance can be mentally exhausting
>>
>anon doesn't know what a real human looks like
my fucking sides
>>
>krea
>zit
anima really was forgotten about
>>
we seriously need to talk about (((Open))) weights
>>
>>109353465
something weirds me out here, anatomically speaking
>>
>>109353459
Cux 3 will be nerfed and slopped.
>>
>>109353486
yes, women creep you out

it's a sign you might be a faggot
>>
>>109353493
oh shit you might be right let me suck your dick real quick to confirm come on pull it out
>>
>>109353493
why are you so agressive, is this because you're an [Afro American]?
>>
>>109353402
>>109353439
>>109353465
Impregnation.
>>
>>109353480
Took some time unti aesthetic came out, and it doesn't train too well in my experience although I was trying a more relistic style. Hope we get a big noob tier tune. Although I think the model might be too small to hold the quality needed for more.
>>
I will marry her.
>>
File: N.png (333 KB, 571x437)
333 KB PNG
>>109353493
>>109353499
>>
File: file.png (178 KB, 483x350)
178 KB PNG
jennifer connelly now
>>
>>109353465
can I ask for workflow?
>>
File: 1759617778516124.png (267 KB, 800x533)
267 KB PNG
>>109353522
remind me of that meme
>>
>>109353501
it's too small. krea and zit proved that turbo models are the only way for local to feel both smart and fast. 2b parameters is nowhere near enough to learn properly.
>>
File: ComfyUI_4829.jpg (731 KB, 1664x2080)
731 KB JPG
>>
i just genned cunny with krea
>>
How much do zitards get paid to defend their model on here?
>>
>>109353550
not enough to post gens
>>
>>109353550
i'd do it 24/7 for a cute state mandated chinese bf
>>
>>109353193
i considered testing this against zit and f2k since i have a lora for her in all 3. then i remembered the non-krea2 loras are probably malcom's and not worth bothering.
>>
>>109353550
>How much do zitards get paid to defend their model on here?
less than Kreatards, you can guess the amount of money because it's proportional to the amount of seething
>>
>>109353564
you have a non-malcolm JenCo lora for Krea 2?
>>
>>109353569
z-tards are pulling in 7 figures?
>>
>>109353540
How do an "off" panel
>>
>>109353576
if ZiT enjoyers are pulling in 7 figures, then Kreatards are trillionaire
>>
>>109353550
They get paid not to because they're embarrassed by how shit they are.
>>
>>109353573
was linked here a couple days ago
https://huggingface.co/xixxix-HF/JenniferConnellyEarly90s_krea2
>>
>>109353459
local flux 3 is a lie. they are just trying to attract the attention, of potentially api users, kek
>>
>>109353599
>local flux 3 is a lie.
why, they always delivered a local version of flux 1 and 2, there's no reason it won't happen again, they never betrayed us (yet)
>>
>>109353607
hows that BFL video model announced like a year ago or whatever going? oh...
>>
>>109353613
>a year ago
it was 2 years ago, and we finally got it with flux 3 I guess lol
>>
File: file.png (1.07 MB, 1024x640)
1.07 MB PNG
>>
>>109353063
>I think the real catch is that the LLM scene is composed of grifters and nerds making a name for themselves while the imagegen/videogen consists mostly of bobs&vagene gooners and NEET weebs
Correct.
>>
File: 678.jpg (2.05 MB, 4098x2298)
2.05 MB JPG
>>
File: 1768064739833613.png (296 KB, 570x558)
296 KB PNG
>>109353123
>Flux 3 is 12B.
>>
>>109353613
prob took them this long. You know how absurdly long it would take to make a proper dataset of all of youtube / movies without a sweatshop army like china?
>>
>>109353655
not only that, but it was obvious that the technology wasn't good enough in 2024 to make a decent video model, a lot of things have improved those last 2 years
>>
https://www.reddit.com/r/StableDiffusion/comments/1v4os1j/better_flux_3_example_3/
>>
>>109353665
>>109353271
>>
>>109353665
if this becomes open source, will porn be allowed
>>
Video for anything specific (other than gooning) is too good for api and cloud providers to allow for a good local model to exist. With video you blow credits really fast, because so many things can go wrong that you need to try again and again. The guy that made the Dezra short movie with LTX 2.3 created a workflow to run each prompt 4 times as a basis, and if you've seen the short movie Neil Blomkamp released there are embarrassing mistakes all over, and he had to have some kind of budget for that.
>>
>>109353692
if there's anyone else that can kill a model's momentum better than a vramlet, it's a coomer, no coom = DOA, we've seen that with Ideogram already
>>
>>109353648
art is hard and most people are bad at it.
>>
File: ComfyUI_05777_.png (2.59 MB, 1024x1536)
2.59 MB PNG
>>
>>109353718
>>109353718
>>109353718
>>109353718
>>109353718
>>
File: Krea2_turbo_00970_.png (3.78 MB, 1448x2176)
3.78 MB PNG
If you can't make porn vids with this new flux3 model then what literally is the point
>>
>>109353704
I've actually been missing drawing lately, maybe it's time to pull out the ol' tablet again.
It just feels good... for your brain.
>>
>>109353719
Ignore, baking proper
>>
>>109352704
they state they will release the full dev weights and that it is all one model. Just likely will have no commercial rights / profit share
>>
>>109353729
based
>>
>>109353720
what's the character on the left?
>>
>>109353751
I put in "A beautiful Swedish supermodel dressed as Jean Grey..." but I'm gonna keep rolling.
>>
>>109353790
>>109353790
>>109353790
>>
>>109351792
was the mm moon always jewish



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