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

Previous: >>109436434

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
>>
lukewarm bake but i'll allow it
>>
>>109438228
This is the sloppiest collage I have ever seen
>>
File: o_562.png (3.05 MB, 1385x1890)
3.05 MB PNG
>>
>>109438241
>>109438236
blame yourselves. gen better
>>
>>109438242
very nice. model?
>>
File: 1779800093537263.webm (3.93 MB, 1220x720)
3.93 MB
3.93 MB WEBM
https://nvlabs.github.io/Sana/Sol-Attn/
>training free
>Another x2 speed
nice! just in time for H3
>>
>>109438249
krea 2
>>
I'm up, slept like a log
where's the fuckin 1girl videos
>>
>>109438255
it is MJ
>>
>>109438262
no
>>
I just climbed out from under a rock, when h3 drops is comfy ready to use it or do we have to wait for an update?
>>
>>109438228
>trani in collage
is this a joke
>>
https://explorative-modeling.github.io/
could this be used to make better loras?
>>
>>109438273
proofs?
>>
File: 0803010701749-iJ7G21pQXVQ.png (931 KB, 2442x1099)
931 KB PNG
>>109438261
go back to sleep
>>
File: good_gen_125.jpg (467 KB, 720x1280)
467 KB JPG
>>109438248
ok, but just a few.
>>
>>109438241
newfren
>>
I'm in the collage but it is too crowded
>>
>>109438308
Let me guess, 1girl, standing, portrait
>>
>>109438299
Hi newfren, oldfag speaking here, now fuck off.
>>
>>109438320
how'd you know
>>
File: ComfyUI_06205.png (3.43 MB, 1200x1800)
3.43 MB PNG
>>109438251
Why no Wan 2.2?

>>109438287
Looking forward to MiniMax, but I'm NOT looking forward to updating ComfyUI...
>>
>50 different ai generals for weeb shit
>ldg collage trooned with weeb shit
the jews are actively sabotaging this once high quality general
>>
>>109438308
I too am, I love my Ellie/Clementine gen.
>>
>>109438324
>oldfag speaking
Name the black-haired girl /b/ was obsessed with in the late 00s.
>>
>>109438343
wan is pointless
>>
>>109438350
Boxxy
>>
>>109438350
>trivia that even reddit knows
kek you are so new
>>
>>109438343
>Why no Wan 2.2?
that MoE architecture is a nightmare to train, I think they didn't want to do the hassle for nothing, especially now that H3 exists
>>
File: 1082303685146533.jpg (1.57 MB, 3072x1280)
1.57 MB JPG
>>
File: o_744.jpg (2.41 MB, 1353x1889)
2.41 MB JPG
>>109438249
midjourney
>>
>>109438287
Why did they extend the release?
>>
>the exact same composition
>now wider screen
>>
File: syd_00150_.jpg (1.29 MB, 1712x2456)
1.29 MB JPG
>>
>>109438359
considering how hostile they are towards bakers, maybe that was the plan?
>>
>>109438365
To censor and slop it up
>>
>>109438365
it wasn't cucked enough, need more safety training!
>>
>>109438273
>>109438363
>>
>>109438357
>straight, mental-illness-free answer
Based oldfag.

>>109438358
>i totally know but i won't tell you hehe :)
Election tourist.
>>
>>109438367
lovely tart, and the dessert looks nice
>>
File: 9568.jpg (30 KB, 500x500)
30 KB JPG
>>109438365
>>
>>109438363
but midjourney isn't local?
>>
>>109438365
they wouldn't do that, I must have slept for only 2 hours
>>
>>109438347
how did you prompt for them to keep their original styles without bleeding?
>>
>>109438352
SCAIL is very good though
>>
>>109438378
im not a tourist, im a 2016 4chan veteran. you are reddit. name the meme bear if you think you know it all
>>
I THINK THIS GENERAL SUCKS
>>
>>109438386
just use the open-source midjourney nodes available for comfyui, the nodes execute locally. plus a 0.01 denoise pass to make it a 'dual-stage workflow'
>>
>>109438403
>just use this shitty saas model
why?
>>
>>109438390
Literally just asked for "Ellie from The Last of Us and Clementine from The Walking Dead hugging
>>
>>109438393
There's more than one meme bear between [your kink]bear, spurdo, russian winnie pooh, and probably half a dozen others over the decades.
>>
File: syd_00155_.jpg (1.23 MB, 2456x1712)
1.23 MB JPG
>>109438379
a fluffy oven-baked German pancake / Dutch baby (puffy and custardy with crisp edges)
>>
>>109438403
lol
>>
>>109438417
local isn't as good unfortunately
>>
>>109438420
hmm, it keeps giving Ellie cel-shading tho
>>
>>109438350
line trap
>>
>>109438425
that's a yorkshire pudding, can't fool me
suppose it could be a sweet dessert, never tried. It's like ice fingers, they're just bread rolls with icing on top
>>
>>109438424
KEK you would know exactly which one i am referring to if you were around in 2006
>>
>>109438428
if that were true then everyone would be in the saas general.
>>
>>109438420
what model, krea2?
>>
Four more hours of degradation. It keeps getting smaller and smaller. And there goes another bit.
>>
>>109438440
>turn into a women
>run face first into the wall
real monkey paw situation there
>>
File: FIVE FREE HECKIN RUNS.png (9 KB, 451x292)
9 KB PNG
[SERIOUS DISCUSSION]
What do I spend these on? Like the rest of my fellow anons, i'm a localpoor who only uses SDXL because I can't afford anything better than a 3050. I've been dying to use powerful models like Seedance 2.5 but I just couldn't afford them. Now with ComfyCloud's free trial I have the chance to taste that forbidden knowledge. But I am at a loss as to what to gen with them. Any ideas?
>>
indian post above me
>>
>>109438447
this is the proper thread as long as they're generated using comfyUI nodes. re-read the OP
>>
File: ComfyUI_temp_gnnvu_00002_.png (2.62 MB, 1152x1536)
2.62 MB PNG
>>109438452
Yes sir
>>
Do I want anima or anima aesthetic
>>
>>109438468
you see what I'm saying?
>>
>>109438466
hmm, you are right. i guess saas really is dead.
not surprising i guess, that slop really puts the mid in midjourney.
>>
it's actually smaller than flux2, and that runs fine for me. Although I have no idea what 15 seconds of latent space video and audio looks like, if it's like wan then we're all fucked, but if it's like ltx then that's probably too good to be true, so it's probably somewhere in the middle
>>
>mfw Resource news

08/02/2026

>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

>Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification
https://nvlabs.github.io/Sana/Sol-Attn

08/01/2026

>EU to get power to enforce rules on AI starting today
https://www.taipeitimes.com/News/front/archives/2026/08/02/2003861786

>FameGrid Auto Color for ComfyUI
https://github.com/ultramuseart/famegrid-auto-color#famegrid-auto-color-for-comfyui

07/31/2026

>One-take Creation, Flexible Referencing: Introducing Seedance 2.5
https://seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-introducing-seedance-2-5

>ReToken: One Token to Improve Vision-Language Models for Visual Retrieval
https://github.com/avaxiao/ReToken

>RefineSVG: Visual Feedback-Driven Reinforcement Learning for Image-to-SVG Generation
https://github.com/liuxiaobo66/RefineSVG

>ROAD: Reciprocal-Objective Alignment of Discriminative Semantics for 3D Shape Generation
https://github.com/H-EmbodVis/ROAD

>PhysOmni: Physics-Grounded Multi-Object Scene Generation from a Single Image with Real-Time Interaction
https://physomni.github.io

>DinoLizer: Separating VAE and Diffusion Artifacts in Generative Inpainting Localization
https://github.com/anonyme610/dinolizer

>Inline Studio v1.2.6 - Flux 2 & Minimax H3 API
https://github.com/inlineresearch/Inline-Studio/releases/tag/v1.2.6

>SAM 3.1 Multiplex
https://huggingface.co/Sparknight/sam3.1-int8-int4-convrot

>Suno Loses AI Copyright Lawsuit to German Music Rights Society GEMA
https://variety.com/2026/digital/news/suno-loses-ai-lawsuit-gema-1236825010

>AI labels to be compulsory on authentic-looking content under EU rules
https://www.theguardian.com/technology/2026/jul/31/ai-labels-to-be-compulsory-on-authentic-looking-content-under-eu-rules
>>
Is that previous faggot OP /baker gone now? I'm seeing quality pics on collage.
Should I start posing my gens?
>>
File: New Project (18).png (1.21 MB, 3631x1285)
1.21 MB PNG
>>109438486
Yeah, I honestly have no idea how I achieved that one earlier, kek. Here's my workflow.
>>
>>109438492
i really hope it's like ltx. the reason why it is so kino is because you can generate videos that go way past the trained durations as long as your prompt is long enough for the model to spread the actions evenly
>>
File: localgruggys.png (3.69 MB, 1448x1086)
3.69 MB PNG
>>
File: ComfyUI_7290.jpg (1.17 MB, 2328x2328)
1.17 MB JPG
>>
>>109438517
it gets worse the longer you look at it
>>
>>109438403
>the nodes execute locally
the model is not run locally
>>
>>109438548
The OP states "Discussion and Development of Local Image, Video, and Music Models and Software". ComfyUI nodes, including the partner/API nodes, fall under "Local Software". The nodes fall under "Local Software". If you disagree, then that would mean ComfyUI is not local and therefore should be removed from the OP.
>>
>>109438541
>ZITfag is salty still
>>
I missed the past couple of threads, what did I miss?
>>
>>109438552
you sicken me
>>
>>109438552
low level bait
>>
I see it, it's the thing, the meme making discourse impossible
>>
>>109438523
there should be a refusal bot on the left
>>
>>109438552
ok ill remove it fro, the op, thanks for telling me
>>
>>109438560
>>109438565
>>109438573
just stop replying to him
>>
File: 1762419615072874.png (354 KB, 500x500)
354 KB PNG
>>109438523
>APIfags are depicted as richer
yet to run decent local models you must pay up thousands to Jensen, only richfags can survive in the local ecosystem, API is for the poor browns
>>
>apiGOD rigged the OP just to allow the discussion of midjourney and gpt
i kneel. "and software" was only added a week ago. i'm afraid it's on topic
>>
>>109438343
>Wan 2.2
It's several generations behind LTX and Hunyuan, and the researchers know.
>>
>>109438608
hy, there is no hunyuan any more
keep up
>>
>>109438586
only tards write in third person
>>
>>109438228
>Krea 2
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo
https://lumenastrum.github.io/clio-style-preview/gallery/

Let's add the style explorer to the krea section next bake.
>>
>>109438586
anifart please
>>
i was edging all day and timing it with the h3 release, now i have to go at it for another 4 hours. is this what they mean by chinese culture?
>>
>>109438628
Only 400 styles? Surely there's more...
>only Krea Turbo
oh.... lol
>>
>>109438499
stop spamming unemployed loser
>>
>>109438638
>t. clueless retard.
>>
>>109438628
>no nayntcha
>no cutesexyrobutts
>no asura \(asurauser\)
Man krea is such ass.
>>
>>109438717
sir, your kroma?
>>
>>109438628
>>109438638
>>109438662
krea only knows 400 styles? wat ?
>>
File: 07321-4061346080.png (1.42 MB, 1024x1280)
1.42 MB PNG
>>
>>109438717
How many does ZIT know? None?
I'll wait.
>>
>>109438738
do you know more than 400 styles?
>>
only /ldg/ is retarded enough to unironically expect a realismslop model like krea 2, or z image tardbo, hell sdxl, to be trained on booru artists. that's not how this works you dingaloids.
>>
File: syd_00180_.jpg (1.35 MB, 2456x1712)
1.35 MB JPG
>>
>>109438750
>muhh zit out of nowhere
obsessed
>>
>>109438761
perfect.
>>
>>109438738
>>109438717
>>109438638
Do you even understand how this site works?
This isn't like anima where the styles are a tag,
People come up with reusable prompts that will make your output look a certain way.
>>
>>109438753
i am not a 12b image model
>>109438758
krea devs kept saying its for illustrations, there are way more than 400 illustration artists kek
>>109438774
it should know artists by name like normal
>>
File: l2yr.png (238 KB, 550x534)
238 KB PNG
>>109438761
this reminds me that i told a girl she has a nice flux chin and she looked at me with confusion
>>
>>109438761
AI food always looks gross.
Also, are her breasts actually this big?
>>
>>109438758
If it's trained on Van Go and Monet then why isn't it also trained on other artists? Is it because anime art isn't real art?
>>
>>109438768
Answer the question, ZITFag. We know its you. You can put your trip back on.
>>
File: 1779882652496240.jpg (692 KB, 1248x1824)
692 KB JPG
>>
>anima
>0.6b
>knows artists with only 50 images on booru

>krea2
>12b
>knows only 400 artists

kreasissters?
>>
>>109438780
>Also, are her breasts actually this big?
it's her main feature
>>
>>109438784
you said you were old but you dont know what a trip is? reddit ahh nga
>>
>>109438786
i use krea and all japanese cartoons look the same
>>
>>109438776
>it should know artists by name like normal
Why should it when you can just exactly describe how you want the style to look?

You retards need to grow up from booru tags.
>>
File: i_00254_.png (1.3 MB, 768x1376)
1.3 MB PNG
>>
>h3 about to release
>still having fun with krea2
>just got into vibecoding with claude
i have been glued to my seat all day. there's just too much to do.
>>
>>109438628
>https://lumenastrum.github.io/clio-style-preview/gallery/
nah fr this shit only knows 400 artists? LOLE
>>
Some more bits just disappeared into the aether. How small do you think the model is now?
>>
>>109438805
i think a lot of people peaked at sdxl and it's just been downhill ever since then.
>>
ok ahah, I get it, you're just memeing.
>>
>>109438805
prompting for artists by name was a thing before models were trained on booru
>>
would the release of h3 force krea to finally drop their edit model? same with z image.
maybe it creates a domino effect where everyone stops holding back their best stuff, because most of the user base will jump to h3 if it lives up to the hype, and right now it looks like it will
>>
>>109438805
no, it should know the artist name, it's an important knowledge and you want to get rid of that for (((some reason)))
>>
>>109438823
There is no Z Image base. It never released because it doesn't exist.
>>
>>109438823
no. h3 isnt competing with krea
>>
>>109438823
its not an image model... it would have zero impact on krea or z
>>
where are the finetunes
>>
>>109438835
>NooOoOoo NooOOOOO
>THE MODEL SHOULD KNOW THE NAME OF MY PEDO DOUJIN ARTIST WITH 50 IMAGES ON GELBOORU
>NOoOOOOOooooOO!!!
>>
>>109438823
>would the release of h3 force krea to finally drop their edit model?
why? H3 is a video model, it can't hurt krea
>>
>>109438628
Are there any larger galleries? And any for Base? Turbo is at most used as a refiner anyway but its styles are more rigid and pretty poor compared to base.
>>
File: jeetmixsloppa.png (2.91 MB, 1687x1021)
2.91 MB PNG
>>109438852
is on civit ai saaaar
>>
File: ComfyUI_02472_.png (3.13 MB, 1344x1792)
3.13 MB PNG
I'm just gonna say it
Japanese cartoons are all the same
>>
>>109438854
now that's a funny melty kek
>>
>>109438805
>Why should it when you can just exactly describe how you want the style to look?
this is the stupidest shit I've read all day
>>
y lilbro >109438854 spazzin out bout drawfag kino?
>>
>>109438843
>>109438844
>>109438858
in terms of market share, h3 is competing with image models. every minute you spend genning with h3 is a minute you're not spending on an image model
>>
File: IMG_5572.jpg (159 KB, 731x713)
159 KB JPG
Hailuo 3 has a copyright filter just like sora 2
>>
File: 1771583494045019.png (504 KB, 640x867)
504 KB PNG
>>109438872
and every minute you spend playing a video game you're not spending on going to mcdonalds, I guess mcdonalds is scared of nintendo
>>
There's much less Krea2 loras on civit now, seems like the hype is dying down again, what's the next FOTM coming up?
>>
>>109438863
This image brings me great sadness. What the fuck anon.
>>
>>109438811
>i have been glued to my seat all day
that's a new thing for you?
>>
File: syd_00175_.jpg (1.19 MB, 2456x1712)
1.19 MB JPG
>>109438773
almost

>>109438780
yes
>>
>>109438860
Why would the prompt have anything to do with if you're using raw or turbo?
Also if you're actually fully genning with RAW, stop.
This is the largest gallery.
>>
>>109438874
>API service has an external filter
NO WAY!!
>>
>>
File: 236573740414431.png (1.08 MB, 667x1344)
1.08 MB PNG
>>109438874
Is that surprising?
>>
>>109438869
You're the stupidest shit I've read all day.
>>
>>109438880
KREA 2 IS DEAD FINALLY
WE COMPROMISED KREA 2 TO A PERMENENT END
>>
>>109438898
>Is that surprising?
i mean kind of yeah.
>>109438523
>>
>>109438900
you can't read people retard
>>
less than three and a half hours until the next H3 delay!
>>
>>109438902
okay, now that you've killed krea which model are we fudding next?
>>
File: ComfyUI_temp_dkezd_00009_.png (2.54 MB, 1152x1536)
2.54 MB PNG
>>109438910
Kek.
>Krea 2 chads and ZIT fags when they agree that H3 will be DOA
>>
>>109438864
use simple scheduler for illustration style.
>>
>>109438910
I'm going to sleep, factoring in the next delay of 6 hours it should be ready to download just about when I get up. Cya losers.
>>
>>109438886
>Why would the prompt have anything to do with if you're using raw or turbo?
I didn't say anything about the prompt. It's the outputs that are rigid. That's the point of a distilled model like Krea 2 Turbo, they're rigid.
>Also if you're actually fully genning with RAW, stop.
Have you seen the examples on the model card? It works great so long as you have the patience.
>This is the largest gallery.
That is unfortunate.
>>
gettin ahead of myself but will it be able to do video continuation and keep the voices and stuff like ltx (sort of) can
>>
File: KJ Boss saves the day.jpg (2.63 MB, 8192x4548)
2.63 MB JPG
>>109438916
H3 won't be DOA, it's smaller than LTX now
>>
>>109438888
hes only pretending to be retarded
>>
is it just me or is the h3 model shrinking the longer we wait?
>>
>>109438921
>Have you seen the examples on the model card?
yeah they are right below
>This is the Krea 2 Raw checkpoint, its not recommended for inference use.
>>
>>109438884
You’re working some magic with these. No matter what prompt I use the colors never come out nearly as nice.
>>
Most Z loras are trained on ZIT and not ZIM, why is that? Does ZIM trained loras don't work well on ZIT?
>>
>>109438934
>>This is the Krea 2 Raw checkpoint, its not recommended for inference use.
That's to scare noobs off so they don't use Turbo settings on Raw and say the model sucks.
>>
>>109438933
its 19b now
t. knower
>>
>>109438921
The gallery will keep getting bigger as people add more prompts.

If you like using RAW, you could try turbo lora at 0.6 strength with something like 12 steps.
>>
>>109438492
kijai mentioned that, it uses chunks of 5 which is lower than ltx's 8 and more than wans 1, so yeah it's closer to ltx so latent space should be relatively small, at least a lot smaller than wans
>>
>>109438933
>>109438945
I wouldn't mind to wait more if it gets even smaller desu
>>
>>109438947
>The gallery will keep getting bigger as people add more prompts.
Where do people add more prompts?
>If you like using RAW, you could try turbo lora at 0.6 strength with something like 12 steps.
I don't need turbos rigidity. Raw is fantastic on its own.
>>
>>109438960
Smaller means shitter.
>>
>>109438941
>That's to scare noobs off so they don't use Turbo settings on Raw and say the model sucks.
I don't think so lol. I mean, more power to you if you feel like waiting for 50+ steps with RAW.
>>
>>109438945
>its 19b now
finally a model for the people
>>
File: gigabased.mp4 (3.58 MB, 1280x720)
3.58 MB
3.58 MB MP4
>>109438974
skill issue, just train your models better bozo >>109438284
>>
File: soon.jpg (37 KB, 420x315)
37 KB JPG
Very very soon.
>>
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>>109438945
i can finally make an all cats shot for shot remake of the 1993 classic film "remains of the day" staring anthony hopkins(played by a grumpy black and white cat) and emma thompson(played by a feisty tabby).
>>
>>109438923
I don't see why not, none of the current nodes will work but it's not difficult, someone will make of if you can't
>>
>>109438971
>I don't need turbos rigidity. Raw is fantastic on its own.
Idk if this is somekind of elaborate FUDDING but I've literally never heard anyone use RAW alone and say it was good. RAW+Turbo lora has been pretty clearly proven to be the best way to use Krea for a while now.
>>
could wan redeem themselves if they give us wan 2.6?
>>
>>109438935
I think it's just lora and the small i2i upscale I do for every image
>>
>>109438987
kino
>>
>>109438975
>I don't think so lol.
It is. Because noobs also are also not accustomed to pretrained (read: base) models which is how it was before distillation became a thing.

Step and aesthetic distillation are the worst forms of speed up. I'd rather run Q4 than that.

>>109438993
No I like Krea and use it for everything that's not anime.
>RAW+Turbo lora has been pretty clearly proven to be the best way to use Krea for a while now.
Not because it produces better outputs but because it's quicker. And most genners are lazy.
>>
>>109438997
Post custard lora
>>
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>>109438945
>>
Any fast local image-to-image models or workflows like what cloud providers are serving yet? I don't see image edit discussed often here.
>>
>>109439012
Post your RAW only gens.
>>
>>109439012
post one of your raw only gens that mogs turbo.
i started on raw, then raw with a turbo polish, then full turbo and never looked back.
>>
>he won't post any gens.
>>
>>109439023
klein 9b
>>
So H3 is distilled. This is nowhere near Seedance or Flux 3. This was as clear as day, another LTX 2.3 class model for local.
>>
>>109439023
>I don't see image edit discussed often here.
because only klein is the decent one, and it's not even that good
>>
>>109439046
I think you're retarded if you think the API models aren't also distills.
>>
>>109439046
>another LTX 2.3 class model for local.
excellent. kinos incoming
>>
File: k2_raw_00027_.png (2.05 MB, 1088x1632)
2.05 MB PNG
>>109439029
>>109439032
Anon liked this one when I posted it before

I'm not gunna try and convince you to stop using turbo. All I'm saying is it introduces a rigidity that is undesirable for expressive styles. Distillation has always done that.
>>
so why are gguf models important?
>>
>>109439046
>it's either LTX3 level or Seedance level
false dichotomy, there's a huge gap between the two of them lool
>>
>>109439065
Yeah I still like that gen. do you mind sharing the prompt so I can run it through my own WF?
>>
>>109439072
They aren't
>>
>comfy aimbdo has a UI somewhere
I'm a moron anyone know how to see it?
>>
>>109439065
HAHAHAHAHAHAHHAHA
THIS LOOKS AWFUL
>>
where did LTX go wrong? H3 has the same number of parameters but is way more coherent and has much better sound
>>
File: k2_raw_00173_.png (1.06 MB, 1024x1024)
1.06 MB PNG
>>109439076
https://files.catbox.moe/w3u1ii.png fwiw my workflow has changed a bit since this gen but not wildly
>>
>>109439046
don't be so ridiculous anon, people like you though it was a good idea to have a smart phone packed with gigs of memory and high speed processor when it should be just a VDU with 256 MB ram and connected to the cloud. people like you are so fucking retarded that lead us to where we are now.

You want the best but your shit can never run the best don't get that? You are given this for FREE and you fucking complain?
>>
RAW is not worth the performance loss
>>
>>109439092
ty,
I really just want the prompt, not going to nitpick your WF. Maybe for your illustration style RAW works better. I'll be honest I pretty much only do realism.
>>
>>109439090
no one has shown good realism with h3. its all unreal engine data
>>
Is there a krea download that doesnt require a sign up
>>
>>109439101
use turbo lora around 0.7
>>
>>109439115
still requires more steps
>>
>>109439112
Some was posted in here if you go look in past threads
>>
>>109439101
For you.
>>
>>109439046
don't worry you will be able to jerk off to all that you want with it, but then you will get bored of it just like wan or ltx and your pathetic life will become apparent. That is why they compromise just so that you can finally wake the fuck up. So its better than wan and ltx whoopie fucking do, you wont do real shit with out api that is the fucking point!
>>
>>109439114
did hugging face start requiring you to login or are you just retarded?

>>109439121
8 steps to 8 steps is not more steps you just now have the ability to increase steps without melting the image. the lora gives you control. 0.7 at 12 steps is my go to. barely any extra time.
>>
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>>109439101
It takes a keen eye, it seems, to spot the ways in which Turbo visually restricts the model.

Turbo is not worth the performance gain is how it should be phrased. As turbo comes from the base model not the other way around.
>>
make an image with this prompt
>nigga nigga nigga nigga nigga nigga nigga im 100% nigga
>>
>>109439146
Says you have to login to agree to policies before getting access
>>
>>109439146
>12 steps is my go to. barely any extra time.
that's 50% longer
>>109439151
>It takes a keen eye, it seems, to spot the ways in which Turbo visually restricts the model.
yes, you're so special, what a special boy
>>
>>109439165
I'm not signed in and it works for me.
https://huggingface.co/Comfy-Org/Krea-2
>>
>>109439172
>that's 50% longer
yeah and it's optional you snailcat jizz nigger
>>
video model releases feel so good as a vramlet because i already know i wont be able to run any of them so i dont care about it at all
>>
>>109439183
>yeah and it's optional
it's not, at 8 steps the image is much fuzzier than turbo at 8 steps
>>
>>109439174
different than the OP link, thanks
>>
>>109439188
you are absolutely retarded. do whatever you want
>>
>>109439174
>I'm not signed in and it works for me.
>https://huggingface.co/Comfy-Org/Krea-2
is it not against da roolz for comfy to just repackage models and remove the "agree to policies" stuff?
>>
>>109439190
let me guess what you're thinking "just gen at 8 steps and bump up to 12 when you want more detail"
I will do what I want because what I want is more correct you dipshit kill yourself
>>
>>109439200
don't know. don't care. rules are for crackers

>>109439202
don't speak to me in that tone, jizz monkey
>>
File: 1593042985880.png (125 KB, 257x258)
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'puter
create me a nice vageen
make no mitsake
>>
File: 07333-1209267945.png (1.51 MB, 1024x1280)
1.51 MB PNG
>>
>>109439211
don't speak to me at all again, brainlet
>>
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>>
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>>109439065
>>109439092
here's same seed with my WF. Definitely more washed out. but I suspect if I tweaked the prompt a little I could get closer to what you have.

I think using RAW is what gives you more saturation out of the bag, but it's likely more a side effect of the workflow more than something to do with the model itself.
>>
>>109439221
speaking to you now. my big brain is sending you BBC cuck porn in 3d to your mind right now.
>>
see didn't even go through because I right, they were right on the money all along and now i adopt it because its the only thing we can do...

AI is great but also dangerous in the wrong hands so let us accept this offering i doubt there will be another.
>>
>>109439227
>can't even do 4D
>>
>>109439218
Why is she wearing so much clothing? Prude bitch
>>
>>109439218
why isn't she sopping wet?
>>
How long until H3 is released so we can mock the fags who were excited?
>>
>>109439218
why does she have so many peas?
>>
>>109439238
>boots trigger the footfag
heh
>>
>>109439244
she hasn't seen me in my mankini yet
>>
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>>
>>109439226
Colors aside, It also pushed it away from being an illustration into being a 3D render. That goes along with what I was talking about. Do you notice it?
>>
File: ComfyUI_Krea_2_00503_.png (3.34 MB, 1256x1672)
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>>
>>109439269
kino right here
>>
>>109439268
I do notice it. but like I said I think that's more an artifact of the workflow more than RAW actually being "better".

I suspect if you used your WF for realistic images it would look like shit.
Krea is very prompt sensitive and besides the word "painting" you really don't have anything else talking about the style.
>>
the model is not gimped just because its getting smaller they only want to ensure all can use it, but it will probably be the last model we of its kind. Reason? It is dangerous, once you begin to understand models like krea2 and what it is actually capable of and this H3 you will hopefully understand that no normie (low IQ fucks) with ill intent should ever have open access to that technology. That such normie is actually is going to upload because they can't help it due to having a multifunctional brain unlike you, you will understand.

Then the change will come, they will censor the internet, you believe in some fantasy that you are in control that you will be able to create what ever you want to create. This would be true but it is also dangerous because there are literal fucking apes walking among us who do not have self control or self awareness or a moral compass.
>>
File: ComfyUI_temp_uidqg_00011_.png (2.43 MB, 1088x1632)
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>>109439226
>Style: A clean, smoothly rendered digital illustration with precise lines, soft gradient shading, and repeated artificial textures like a bumpy ceiling and fuzzy carpet.
You can see it's already starting to look more like what you have.
>>
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>>109439251
>peas
>>
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>>109439223
these mutants in the back
>>
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>>109439315
>I do notice it. but like I said I think that's more an artifact of the workflow more than RAW actually being "better".
Well, you said the saturation was due to that, not the difference in style.
>I suspect if you used your WF for realistic images it would look like shit.
Eh, for only using the refusal lora it looks fine. Krea devs admitted they gimped realism anyway so you should probably be using a specific "realism" lora for it anyway.
>>109439329
But it'll never look as good as as accurate is my point.
>>
>>109439338
those are just the british tourists
>>
krea loras trained at 2048 resolution are actually insane, it properly supports that high res.
You can do it with 2 3090 cards at 10s/it
>>
File: 9782873979358.jpg (1.76 MB, 1568x1882)
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>>109439344
never really understood the "krea is bad at realism" stuff
>>
>>109439363
b- but I don't have two 3090 cards...?
>>
>>109439344
>But it'll never look as good as as accurate is my point.
My point is that it just ends up looking that way because of your specific setup and not because you've actually "asked" it to look like that.

>k2_raw_00198_.png
This pretty much proves my point. it just looks hella saturated and deepfried. with a lot of fuzzy AI looking objects.

Again, if you're happy with your results and you don't mind waiting probably 5x longer for a gen. no problem. but I'm almost certain if you just prompted a little harder you could get the same look you like with a lot more coherent gens.
>>
>>109439363
damn we finally found the XL successor
>>
leave ani and /adt/ alone you retarded schizo
>>
>>109439363
What new concept requires 4 MP to represent it? Krea can already do detailed skin textures and hair strands if you gen at high resolutions; you don't need to "train" (reinforce) those again.
>>
>>109439379
where neck
>>
>>109439405
higher resolution is just ending up better in every way for style loras
>>
>>109439414
that's a man broheim
>>
where do I get a krea 2 example workflow
>>
>>109439423
do men not have necks?
>>
>>109439390
>not because you've actually "asked" it to look like that.
I, in fact, did ask it to look like a painting. You, using turbo, asked it to look like a painting (with the same prompt) and it came out looking like a 3D render. If you say it's only to do with the WF and not distillation itself, then use the same workflow I posted and prove it.
>This pretty much proves my point.
Post your turbo only WF for realism to show me how it's done, then.
>>109439390
>I'm almost certain if you just prompted a little harder you could get the same look you like
That's ironic because part of using turbo models means you don't have to prompt as hard. Seriously, how much do you know about distillation?
>>
apparently more minimax h3 gens (from XTwitter), more on the animay side:

https://litter.catbox.moe/oskbw1g8h34w1njw.mp4

https://litter.catbox.moe/m5b4e4i4s0cxicno.mp4

https://litter.catbox.moe/y7hu64mwtxkz6ioo.mp4
>>
>>109439436
>do men not have necks?
no
>>
>>109439436
nope. real men have huge traps that devour their entire neck.
>>
File: ComfyUI_temp_uidqg_00019_.png (2.42 MB, 1088x1632)
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>>109439440
>Style: A charmingly tactile stop-motion illustration style built on soft, rounded forms carrying visible handcrafted imperfection, gentle fingerprint-like dents and subtle irregularity standing in for smooth digital finish, warm, even lighting that gives every contour a cozy, dimensional roundness, exaggerated expressive proportions carrying subtle asymmetry and warm British whimsy, a hand-built, slightly wobbly charm that celebrates its own physical process, and a nostalgic, cheerfully eccentric handmade warmth. Influenced by: Aardman Animations, Nick Park, stop-motion claymation technique, British character-animation tradition.. Subject:
>>
>>109439420
I'd like a side-by-side comparison (same hyperparams). You should be able to provide one since you clearly have both 1MP and 4MP variants of your Lora.
>>
>>109439447
Can it actually gen real people or is it a pedo Jap cartoon model?
>>
>>109439440
>I, in fact, did ask it to look like a painting
Is some deep fried MS paint clip art looking image your definition of a "painting"?
>>
>stop-motion illustration
>>
>>109438898
>not asian
no thanks
>>
File: ComfyUI_temp_uidqg_00020_.png (2.08 MB, 1088x1632)
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>>109439465
>Style: A flat, rounded illustration style built on simplified, tube-like limbs and gently curved geometric shapes replacing naturalistic anatomy entirely, uniform flat-color fill with minimal to no shading beyond soft contact shadow, a deliberately generic, approachable proportion language designed for broad, inoffensive relatability, clean, uncluttered composition prioritizing instant digital-platform legibility, and a friendly, corporate-tech sincerity that feels streamlined, accessible, and unmistakably contemporary. Influenced by: contemporary flat-illustration movement, tech-industry design-system practice, geometric character-illustration technique, digital-platform brand-illustration method.. Subject:
>>
>>109439474
yes.
>>
>>109439498
it always makes the popcorn ceiling too realistic
>>
>>109439502
I am yet to see evidence.
>>
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>>
>>109439507
>The ceiling has a rough, textured popcorn finish with a white smoke detector attached near the center.
prompt issue.
>>
>>109439521
no reason it couldn't match the rest of the style even with that prompt thobeit
>>
>>109439440
>That's ironic because part of using turbo models means you don't have to prompt as hard.
That's really not the point.
>>
I tried it again and I can't use raw+turbo lora, it's too soft looking and I'm NOT enabling CFG or going over 12 steps
>>
>>109439465
>>109439498
What was the purpose of showing these non painting styled gens?
>>109439532
For aesthetic distillation, yes it is.
>>
>>109439529
Your point?
>>
my only takeaway here is that krea2 raw is good if you want your gens to look like shit
>>
>>109439546
that it's not a "prompt issue"?
next time you're confused ask Gemini/Claude/GPT
>>
humbly accept your concession on anons behalf
>>
>>109439556
you're forgetting the part where they take from 50% to 200% longer which adds to the buildup.
>>
>>109439558
>the model should read my mind and know exactly what I want the output to look like by just prompting for "1girl, painting"
>>
>>109439512
The model has yet to fall into the hands of any true connoisseurs
>>
File: ComfyUI_temp_dynhf_00013_.png (2.67 MB, 1200x1920)
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I went to bed thinking I was going to wake up and be able to have fun with a new video model but is not out yet
>>
>rawfag
>posted workflow

>turbofag
>sperging out

hm...
>>
>>109439575
And it wont.
>>
>>109439573
you realize the description of the ceiling is there along with the description of everything else and everything else is in the style described at the top
do you get this basic fact?
>>
>>109438916
The important question is which ones are considered the browns in this scenario
>>
>>109439595
>>109439595
>>
>>109439537
>What was the purpose of showing these non painting styled gens?
I don't know in what universe you live but your initial gen isn't a "painting". My point is that turbo isn't too "rigid" it's that you can't prompt and you happened to have found a workflow that works for the specific style that you're looking for.
>For aesthetic distillation, yes it is.
Is that what turbo is? huh...
>>
>>109439587
I don't need to post a WF there's literally a million of them out there. The WF isn't even the point of discussion.
>>
>>109439599
>I don't know in what universe you live but your initial gen isn't a "painting"
You have not seen many paintings, then.
>My point is that turbo isn't too "rigid"
You have proved you don't understand what distillation is.
>>109439615
>The WF isn't even the point of discussion.
NTA but you quite literally claimed it's "more to do with the workflow" than the model. So according to you, yes it is.
Still have yet to see any of your realism yet.
>>
>>109439512
can't confirm authenticity but:
https://litter.catbox.moe/cptuth8p4gqu5em0.mp4
https://litter.catbox.moe/4ddf9br7i9o35vb0.mp4
https://litter.catbox.moe/zsmloi65xjorbay0.mp4
https://litter.catbox.moe/dadqh3t24l19esr0.mp4
>>
>>109439628
So what kind of painting is it anon?
>>
>>109439684
lol anon
>>
>>109439711
no no, tell me. how should the model know what kind of "painting" you're going for?
>>
>>109439724
what does that have to do with turbo being too rigid?
>>
>>109439724
read up on distillation and what it does to a model and then ill tell you
>>
>>109439742
It's not turbo being too rigid. it's anon thinking turbo sucks because
>painting != deep fried ms paint look
>>
>>109439762
>>109439751
>>
another alleged h3:
https://files.catbox.moe/mjoa7z.mp4
>>
>>109439762
turbo is distilled which means that a large model trains the smaller model. so when you prompt its less flexible, it is just going to give you what that boils down to as fast as possible. a base raw model is gonna give you way more but requires more complex prompting to get what you want. Also with turbo negative prompting does not work unless you install special nodes and desu those specials which i have tried aren't that good imo.

The reason people say distilled or turbo is shit is because its very same face and generic output which is true because that is why it is fast. But if you are going to use the full model then your prompts have to be shit hot and that takes many failures to understand.
>>
>>109439762
What >>109439813 said.
>>
And I know why a turbo realism workflow was never posted, because realism with both base and raw essentially requires you to not only use the refusal lora but also a realism lora least you want your outputs to only look kinda okay. That defeats the whole "it's only the workflow that accounts for the difference" argument.
>>
>>109438785
Can I have the prompt for this lascivious 1girl?
>>
and a turbo model will not understand complex prompts as much as a raw un distilled model because of how it was trained to give generic output. Depends on the model and distilling method, but basically turbo was designed for poor fags in mind that don't want to wait for 3 - 5 minutes per gen, krea raw i think you need is it 52 steps? yeah it takes time and its harder to actually prompt because you need to literally write story to explain where each subject is and all the detail into the prompt to be able to gen a masterpiece.

people should start with turbo then go raw once they can understand prompting. then you can be more creative. with raw you need to explain what type of image it is, focus and all that technical shit before hand, before you then describe the subjects and where they sit in the image, its way more otherwise you end up with trash...
>>
Is it out yet kek
>>
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lol wtf. They didn't do the countdown, modelscope did it themsleves
>>
culture status:
>>
How do I uncensor krea2 and Klein9b? I just want the fastest path to gooning possible please spoon feed?
Neither of these models know what a pussy looks like



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