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

Previous: >>109223207

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://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

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

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

>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
>>
Thread theme: FEET and feet only
>>
wish we had something like anima but good
>>
OP why are you mentally ill?
>>
Blessed thread of frenship
>>
>inb4 n*gbo is lonely again
>>
>reddit post in the collage
thats exactly why this place is falling apart, the lazy get rewarded the most
>>
give it to me straight - is krea2 viable for an 8giglet?
and what about that other one - with the json prompting.
i wanted to wait till the dust had settled.
>>
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>>
>>109227570
Would desu
>>
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>>109227556
Doesn't cost you anything to try them.
>>
>>109227582
>an indian was here
>how could you tell?
>>
>>109227582
it costs more time than it should because no one updates the ops with guides any more
>>
>>109227556
you can use a more quantized version and/or offload layers from VRAM to RAM with some (not super extreme) speed penalty but the same results
>>
>>109227597
Is the indian behind you?
>>
>>109227607
I think... I think he's IN ME
>>
>>109227611
Sounds pretty gay.
>>
>>109227623
Wow! We got a gay expert over here.
>>
>>109227546
Which one?
>>
feet thread.
>>
i will not reply to or read your post, pedo
>>
>>109227661
Are you hallucinating again?
>>
>>109227650
this one
https://www.reddit.com/r/StableDiffusion/comments/1uqdkwl/comment/ow8un2m/?context=3
>>
>>109227666
How does it feel that some plebbitor can gen better ID4 gens than you
>>
>>109227556
krea 2 gguf clip loader fork
https://github.com/molbal/ComfyUI-GGUF
to run the gguf clip
https://huggingface.co/gguf-org/krea-2-gguf/blob/main/qwen3vl_4b-iq4_xs.gguf
then get the krea 2 base or turbo gguf
https://huggingface.co/realrebelai/KREA-2_GGUFs
simple as
>>
>>109227716
based spoonfeeder
you will have a blessed week of having sex with whoever you want
>>
How do new models like Krea 2 train to loras compared to old models? I mean how adaptable are they, can Krea 2 pull out more subtle relationships and adapt to the prompt, or are loras on new models still basically just a 3d stamp tool.
>>
>>109227702
i dont use ideogram, i use ZiT. what bothers me is that a reddit post made it into the collage
>>
>>109227742
"generally easier" but it's still dependent on all the many factors... training data including captions and images/videos, what the model already knows, all the optimizers and settings of the training.

some of the latter also got a few more options so that may be easier too, depending on compute of course you can now just run more trainings with the newer optimizers/methods and have more chances of it justwerking
>>
>>109227753
You forgot to attach your better gen tho
>>
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466 KB JPG
Can ZiT do this?
https://files.catbox.moe/ewp5xq.png
>>
So which model can consistently output a character given a reference image (or at least a description)? Because that's the undisputed winner of model wars.
>>
>>109227753
>what bothers me is that a reddit post made it into the collage
im confused... why did you post it in previous then?
>>
>>109227781
pretty funny. probably not.
>>
Blessed thread of frenship
>>
>>109227774
here
>>109227787
im not the one who posted the reddit image
>>
guy complaining about a reddit image being in a collage also the only guy who spends enough time on reddit to recognise the image is from reddit
>>
>>109227835
Im sorry anon but 1girl cannot match 2boys, 1girl, 1cat
>>
>>109227847
i just reverse image searched it
>>
>>109227787
Pretty sure its main purpose is just to rustle some jimmies, like everything else on the site.
>>
>>109227856
i don't believe you tb h
but it's fine, this is a reddit occupied site
>>
>>109227880
All of us visit reddit. Thus we are redditors.
>>
>>109227899
>All of us visit reddit
I don't.
>>
>>109227899
i don't use the internet
>>
>>109227900
Good for you.
>>
>>109227900
>cant visit your own home
true
>>
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1.57 MB PNG
>>
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2.96 MB JPG
>>
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>>109227919
>>
i'm feeling very safe
>>
>>109227853
thats just your opinion. the fact of the matter is that putting a reddit image in the collage devalues everyone elses image.
who would be willing to make quality posts in the future knowing they could end up next to reddit slop?
>>
Crazy concept but the redditor who posted the gen might be the same person that posted it in this thread.
>>
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>>109227781
>>
>>109227983
>thats just your opinion
Whatever helps you sleep at night
>>
Don't you guys ever get bored of this?
>>
>post nut clarity
>>
>>109228080
like any hobby its important if youre hitting a wall to take a break and experience life before returning
>>
>>109228080
I did, I dont gen anymore
>>
>>109228091
>>109228102
I meant the trolling.
>>
>>109228114
also a hobby
>>
>>109228131
It's an art, not a hobby.
>>
Well we do what we enjoy. Seems boring though.
>>
Where do you get your real people loras now with civitai not allowing them anymore? Looking especially for newer krea2 stuff, not old archives.
>>
File: 07033-273273939.png (1.03 MB, 960x1280)
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>>109228080
nah
>>
>>109228164
I thought they were built in the model.
>>
>>109228193
his little sister isnt
>>
>>109228164
huggingfartface
they're all under code names a lot of the time it's a gamble
>>
>>109228200
Is she famous?
>>
Can I get some prompt or settings tips for tardwrangling wan2.2?
>>
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>>
>>109228193
It's mostly decent for famous persons but a character lora can still improve them. Also useful if they have different looks over the years
>>
>>109228273
anon posted a HF link to a bunch of Krea 2 LoRAs a few threads ago. The files had the PMv1a_Krea2raw suffix. Most of the LoRAs looked decent in the previews.
>>
>>109228293
using those search criteria I was able to find
https://huggingface.co/pmczip/Krea2Raw_Loras
pretty limited list though
it's fair though because if /b/celebs taught us anything, it's that anons aren't ready for this technology yet...
>>
>gen a POV ass grab with SNOFS
>it's okay
>try Realism Engine
>she's now fisting herself
>>
>>109228342
Plenty of jerk off rings are active there and gif as we speak.
>>
>>109228372
Had this happen but instead of basic cowgirl sex the guy had his entire head inside her pussy.
>>
>>109228372
it also seems to prefer anal (hetero kind) in certain positions.
>>
>>109228386
razzz is big suck
>>
>>109228372
>>109228386
every all-in-one nsfw lora or checkpoint for every model has and always will be fucking trash. I can say this with plenty of experience for all models including wan, ltx etc. all fucking trash, the sulphur ltx model is fucking trash, most of the time the man is fucking his own penis, or it changes the woman to be some uber fat fucking pig with tats. or the mans penis becomes mutilated or the size of mount Everest...

I just stopped downloading all that garbage and stick to specific action and base models.
>>
>>109228385
So gooning turns into a group activity then?
One way of trying to beat loneliness I guess.
>>
File: ComfyUI_temp_jkpyz_00005_.png (954 KB, 1536x1024)
954 KB PNG
this is triggering me
>>
>>109228407
for wan that is certainly true. ltx might be another case.
>>
File: ComfyUI_01754_.jpg (1.65 MB, 3600x2016)
1.65 MB JPG
>>
>>109228417
Not sure I'm not participant in the group activities.
>>
>>109228388
>anal
>(hetero)
pleas pick one of these mutually exclusive activities
>>
Best model for cute pp's?
>>
>>109228430
don't tempt me ;)
>>
>>109228433
no one asked
>>
>>109228423
you have to add like 10 bboxes for that shit to ever work right
>>
>inb4 nigbo news spam
>>
>>109228474
a mirror
>>
>>109228430
>Glue Slut
>>
should I post my gens or no
>>
>>109228529
if you're the pedophile, no
>>
>>109228529
this thread is for trolling and pithy insults
>>
>>109228529
if you're the pedophile, yes
>>
ok, I will make some gens and post them
>>
where can i find a comfy workflow for krea 2 raw?
how did ai informaitonsharing become so crappy? i miss the sd 1.5 days when everything was just on civitai
>>
>>109228552
ask an anon here for one
>>
>>109228552
>how did ai informaitonsharing become so crappy?
It hasn't you just can't read, nigga
>>
>>109228520
Oh you
*blushes*
>>
File: Krea2_turbo_00273__75.png (2.36 MB, 1254x1884)
2.36 MB PNG
>1girl
>>
>>109228556
ok.

Pretty please anons gib krea 2 raw workflow

>>109228561
checkmate, I just read your post.
>>
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>ngirl
>>
>>109228573
how many do you need?
>>
>>109228593
how many what do I need
>>
File: ComfyUI_01763_.jpg (1.24 MB, 2336x3120)
1.24 MB JPG
>>
>>109228595
try 2girl or 3girl the next time.
>>
>>109228595
are you like a full time professional retard?
>>
>ltx will move onto world ai models instead

Local just died.
>>
>>109228613
>Local just died.
People have been saying this since... forever
>>
https://ltx.io/blog/introducing-ltx-as-an-open-world-models-company
Imagine trusting Israel, lawl, obviously they decided fo fuck us all after promissing an upgraded video model
>>
>LTX trying to train world models when they can't even train a simple arm moving quickly without turning into an incoherent blob
Israelis really are that delusional
>>
>>109228605
>y-you're retarded
retard
>>
>>109228666
take the L
>>
>>109228680
no L to be taken, retard
>>
>>109228684
whatever helps you sleep at night
>>
shut up the fuck up the up uncs
>>
>>109228702
YOU stfu stupid zoomer
>>
that's it im hacking your albion online account
>>
>>109228650
>Since releasing LTX-2 in January 2026, we've become the top open world model with 22M+ downloads on Hugging Face.
so video model = open world model?
They're just using the latest buzzword to get more investors. They probably didn't change a thing about what they actually do.
>>
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>>109228731
Ultima Online only thing that has any sentimental value
>>
what sampler and shceduler are the meta for krea 2?
>>
>>109228771
euler/beta57

You can also do euler/simple but it ends up being a little too soft for realism, might be good for illustrations.
>>
why would I tell you
>>
File: GITS2026_00012_.jpg (462 KB, 1200x1600)
462 KB JPG
>>
am i allowed to post futa that has a visible cock bugle on a blue board?
>>
>>109228781
beta57 makes spotty textures often
>>
Why is my krea 2 lora trained with 512 resolution better than my other lora trained with same settings, but 512 + 768 resolution?
>>
>>109228812
no, and that's disgusting
>>
File: 1777996295072027.jpg (1.55 MB, 3922x2214)
1.55 MB JPG
>>109228771
euler unccestral + ddim uniform @ 12 steps

or picrel but it's a little slower
dpmpp_sde_gpu + beta @ 12
>>
>>109228812
yes and you're encouraged
>>
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>>109228529
this thread is for pedofiles only
>>
>>109228878
ew
>>
>>109228812
only if the pp's are cute
>>
I'm going back to /sdg/
>>
Sniff Sniff
https://files.catbox.moe/6zoulh.mp3
>>
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560 KB JPG
>>
>>109228815
>beta57 makes spotty textures often
Not if you use 2pass
>>
>>109228769
Oh my... I didn't expect to hear this. Great news, someone still has soul.
>>
>>109228430
how the fuck you made this font
>>
>>109228955
with what settings on the second pass?
>>
Anima-Turbo and Anima-Aesthetic
https://civitai.com/models/2458426/anima?modelVersionId=3108589
https://huggingface.co/circlestone-labs/Anima/tree/main/split_files/diffusion_models
>>
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>>109228967
uo 4 lyfe

>>109229032
Very cool, gotta test the aesthetic tune
>>
>>109229032
>Aesthetic
As opposed to what? How is it different from base? lol
>>
>>109229032
Thanks Russ. You're the man.
>>
>>109229032
I've been testing Anima for a while now, and while I can definitely see what it's is trying to achieve, I feel like it gives up too much control in exchange for natural language prompting.
>>
odd, I thought anima couldn't be finetuned because of the catastrophic forgetting?
>>
>>109229095
>I feel like it gives up too much control in exchange for natural language prompting
it knows tags, you can use them
natural language gives you MORE control anyway
>>
>>109229032
>Anima-Aesthetic
finally, unlike the trannies here the dev knows that his model needed this, will try it later
>>
File: Krea2_turbo_00276__75.png (2.47 MB, 1254x1884)
2.47 MB PNG
>>
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New open source video model that is already out and you goons aren't talking about it? SAD!
>>
>>109229139
>mememarks
yaaaaaaaaaaaawn
>>
>>109229139
Can I gen with it in comfy yet? If not IDC.
>>
>>109229142
>>109229150

https://technology.robbyant.com/lingbot-video
https://github.com/robbyant/lingbot-video
>>
>>109229157
demo looks pretty good.
>>
>>109229071
I'm serious, How is Anima-Aesthetic different from base? This would imply Anima gens weren't aesthetic to begin with.
>>
>>109229157
Cool but no comfy no gen
>>
>>109229193
>This would imply Anima gens weren't aesthetic to begin with.
that's not how it works
>>
>>109229139
>>109229157
looks actually like its kind of a detailed video and not 720p upscaled to 1080p like LTX
consistency/motion clarity/less stiffness seems better than all previous open models
although its still not perfect, and the colors are still slightly slopped, if this model holds up when actually tested locally, it seems like we finally have a true successor to wan 2.2
>>
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>>109229157
>no sound
really? in front of my 2026?
>>
>>109229193
it wasnt, anima by default doesnt even want to generate backgrounds if you dont tell it to, it generates things in neutral positions etc, people dont want that, most want 1girl big boob to give them a finished aesthetic looking images like slopjourney
>>
>>109229157
>30b
holy doa
>>
>>109229256
enjoy your 3day! :D
>>
>>109229032
Did you bake in turbo lora into aesthetic finetune?
>>
>>109229269
bad janny
>>
>>109229245
So a model for people with skill issues? got it.
>>
>>109229157
30b moe video model?
very curious now.
>>
>>109229269
oof, troon buttmad
>>
>>109229249
ltx is 22b so there's not that big of difference.
>>
>>109229323
and 5b of that is audio.
>>
File: ComfyUI_Krea_2_01100_.png (3.55 MB, 1928x1088)
3.55 MB PNG
>moe
They better be experts in gooning tbqh
>>
>>109229279
No, Aesthetic is an undistilled model.
>>
>>109229323
ltx has sound
>>
>>109229352
barely
>>
>>109229336
It seems like it works better with lower cfg than base model. How many images did you use for the finetune? I still have lots of datasets if you need variety.
>>
>>109229352
LTX had sound capability on the same level as this poster has a real vagina >>109229269
>>
>>109229352
if you consider someone farting directly in your eardrums as sound then sure i guess
>>
>>109229379
I don't have a vagina
>>
>>109229352
>>109229363
It's only good for speech in most cases.
>>
>>109229389
woah dude, what did dubstep ever do to you?
>>
>>109229378
Every aesthetic finetuned model can do lower CFG than base model, this is true for SDXL also. The distribution gets collapsed so the model is more stable. Main finetune dataset is about 10k images but also a few custom loras merged in.
>>
They need to turn my brain into an AI model. It would make the best gens imaginable.
>>
>>109229396
I don't care for the music of scholarship recipients
>>
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>>109229032
I'm very happy with NAI. I'll try the aesthetic model just to see what it's like, but NAI has a better VAE, better one shot gens, inpainting with NAI is on another level and literally more knowledge of artists than your model and Noob combined. Maybe NAI backgrounds are a little lacking, but it makes up for it with fidelity, character knowledge, artist knowledge, and versatility overall.
I can't go back to Anima base after using NAI, the difference in quality is just too noticeable man.
>>
>>109229432
I've done few larger finetunes on base model, rank 64+ lycoris merges work really well especially if you keep merging the pure base model with the mix.
>>
>>109229032
>>109229462
Also, I don't get why you're wasting time on Turbo models, there's already a ton of those, or on aesthetic tunes, literally every Civit checkpoint is doing that already.
You should make an IP-Adapter or style transfer setup like NovelAI has, that thing is magic, you feed it 2 images and it basically makes a Lora out of them on the fly.
>>
>>109229462
not your workflow not your waifu
>>
>>109229462
That's great and all but this is a local thread. Unless you can point me to a download link for this model you can fuck off. It's not a matter of money or quality it's a matter of principle.
>>
>>109227490
I, for one, support a future where Japanese Wrestling Waifus are available to us all.
>>
>>109229507
It's a matter of opinion, free speech, and truth. I'm both a local user and a SaaS user, so I can give honest feedback based on actual experience using both models. This isn't your echo chamber.
>>109229487
Okay, make a lora then. Do you actually know how each character or style was captioned in Anima's training data? No? Then you don't know what vocabulary to feed an LLM to write a system prompt that actually matches Anima's training.
Is it a shrug or crop top? Thigh highs and boots, or detached legwear and boots? You don't know any of that either? Then it's not going to generate your waifu right.
>>
>>109229550
>I'm both a local user and a SaaS user
Me too and I don't speak about codex in here because it DOES NOT FIT THE THREAD.
>This isn't your echo chamber.
It quite literally is you faggot retard. It's in the name of the thread.
You can go shill your API cuckery shit somewhere the fuck else.
>>
>>109229139
>30b
i hope it will be possible to create memes this time
>>
>>109229564
Codex is a LLM and I'm not going anywhere
>>
the NAI shill is constantly posting the exact same shit on /adt/, he's either literally kurumuz desperately attempting damage control in the face of Anima's existence or else a troll getting a kick out of this. either way pay him no mind
>>
>>109229572
Of course you're not going anywhere you're paid to shill and peddle your dog shit.
>>
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Beatrice lora :)
https://civitai.red/models/2763456/beatrice-rezero-krea-2?modelVersionId=3110211
>>
doesn't matter how nice an image you think you genned, if it isn't your workflow it's soulless slop with you slurping the 8th man's cum up before your turn
>>
>>109229581
get purged in a fire
>>
>>109229592
you're still using someone else's software stack
>>
This thing will either produce the sloppiest robotic sounding crap ever then sometimes it'll just spit something out that just works. Man we really need more good music/audio models.

https://files.catbox.moe/o63ex6.mp3
>>
>>109229592
my hardware, my gen, f u
>>
I have my perfect krea2 workflow that outputs the best quality krea2 gens I've seen on the entire internet.

Now it's time to write the perfect system prompt for my gemma to have her create the perfect prompts every time. (likely impossible)
>>
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What extensions and workflow do I use in comfyui so I can easily put all the data of a civitai image generation on my nodes so I can remix the picture?
>>
>>109229638
show example
>>
>this lora was trained using flux 2 images
why is this even a thing?
i understand using synthetic data when you're training a new model from scratch, but for a lora? that just seems completely retarded
>>
>>109229639
If the author didn't strip the metadata some posts have the workflow attached. just click the COMFY tag and you can paste the WF directly in comfy.
>>
>>109229645
give me a prompt.
>>
>>109229612
nope its running on my own machine, sis
>>
>>109229679
holy retard
>>
>>109229638
>>109229666
>Detailed photograph RAW of seven smiling friends of different races that are at a nightclub concert with dim lighting that is shining on their faces, behind them is a crowd of people dancing while fighting with large swords, everyone is holding a sword in their left hand and an intricate beer glass with differently colored beer in the right hand. Far behind them above the DJ there is a sign which has "Minimum drinKing age 021!" written on it in stylized cursive letters.
>>
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>>109229681
keep seething as they change your api models silently, cuck
>>
>>109229705
kek
>>
>>109229705
way to completely miss the point you humongous retard
>>
>>109229705
This just gave me a flashback of using ideogram
>>
>>109229715
>>109229681
You have no point.
>>
>>109229726
it takes a brain to get a point, you lack it
>>
>>109229658
but what about pictures without comfyui metadata?
any way to pass the lora list to comfyui?
>>
vramlets and apicucks are seething
>>
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>>109229682
>>
>>109229732
You are very clearly a near illiterate zoomer. You read and understand sentences by keywords then extrapolate/guess what the meaning could be. I know because you write like this on top of it all because you're unable to form real thoughts and put them down in any meaningful way.
>>
>>109229754
says the guy literally too retarded to understand a basic jab
>>
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>>109229749
This is exceptional
>>
>>109229757
>he proves my point
Kek. Pick up a book and read it sometime, retard.
>>
>>109229737
I see what you mean. I do not know.
>>
>>109229749
didnt listen to the prompt fully and slopped fake ai looking humans, nothingburger
>>
>>109229766
it's okay to admit you completely missed the joke, no need to keep posturing
>>
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>>
>>109229772
Cool, show us what your krea WF can do, no lora.
>>
>>109229773
>I was only pretending to be retarded
Yeah, I never heard this one before.
>>
>>109229776
nice!
>>
>>109229790
and that's 2/2 now lmao you're so stupid
>>
why is comfy so confusing
>>
>>109229811
just connect the dots
>>
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>>109229822
too big
>>
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>>109227742
It trains much easier and the concepts can actually be isolated, which makes lora stacking less of an issue compared to previous models. However, getting good likeness while making lora flexible is still a problem. If the lora is overcooked, the results are less obvious.
>>
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>>109229581
i discovered this anime this year. what a wimp of a protagonist. the guy won't stop blubbering, just like bell cranel. this glut of protagonists is fucking boring...
>>
NHH
https://files.catbox.moe/e1l4s6.mp3
>>
>>109229822
too small
>>
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.
>>
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>>
>>109229822
krea could never
>>
oh krea2 turbo does that thing that zit does where every seed for a prompt is basically the same shit
>>
>>109229922
yes, not as bad as ZIT but yes
>>
>>109229922
there's slightly more variance than in z turbo but not much.
>>
>>109229909
slop
>>
>>109229928
>>109229931
why does this problem actually exist?
like is the latent space just really limited or does the prompt encoding always just point to a really specific part of it and the seed value can't do much?
>>
>>109229940
i think it's because of the distillation. If you want variation you have to prompt for it. And I mean you have to change your prompt. Because the same prompt will have a very similar output regardless of seed.
>>
>>109229959
You still get limited variations even with the raw model.
>>
>>109229940
You’ll get a better answer from ChatGPT than from me.
>>
anima desu
>>
>>109229940
this is the basic concept of determining how many different ways you can reach a specific number using mathematics.
a small model doesn't have enough knowledge or creativity to generate truly unique approaches, so it tends to produce very similar answers each time
>>
>>109229822
let me guess, he trained the loras with no name or even keyword to attach the likeness to and if you have multiple women, and even men, in the image they all look like the lora
>>
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Hope this is a good place to ask, I'm trying to crop out characters for wallpaper material but the resulting mask is imprecise and full of holes sometimes.
Looking around I ended up with this Florence model but doesn't work well with anime or manga images, or maybe because I'm using cpu.
Could you guys give me pointers?
>>
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I've never been to a festival but this is what I picture
>>
>>109230015
She's got the jizz shield on
>>
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>>109229864
i personally liked re:zero better than the generic modern isekai where the mc sudden gets his shit together way to early, over powered and one shots the enemy with little to no struggle or character develop.
>>
>>109230014
Brother. just use the selection tool in gimp lmao.
>>
>>109230002 (Me)
tested it and yup, good old malcolmrey sloppa turning a 5girl capable model into a 1girl virgin beta cuck model because he can't change a couple of lines of his pipeline script
>>
>>109229811
what are you confused by
literally every workflow fundamentally is the exact same

model, text encoder, vae connected to prompt connected to sampler.
>>
>>109230041
nta but to be fair some peoples workflows are so insane and schizo it's impossible to look at it and understand it without exploding it and fixing the layout
>>
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>>109230052
It's not just civitai jeets, the average comfyui template workflow now looks like this for some reason, 70% useless superfluous garbage
>>
>>109230062
that's a subgraph. you're not supposed to interact with that. even so, there's nothing confusing about it.
>>
>>109230062
if you're not using prompt enhancement you're not using Krea to its full potential
>>
>>109230062
that's not confusing, though I was mostly talking about the schizo workflows
>>
>>109230089
i saw some insane chroma fag using unsampler and trying to directly modify the latent. pretty sure it was a troll
>>
>>109230052
All you need.
>>
>>109230078
>>109230089
It's not confusing if you know what you're looking at but a template should be just be the basics. It does not need custom lora switchers and prompt enhancement
>>
>>109230062
what not just use forge neo or wan2gp. why do you torture yourself with that unnecessary bloated bullshit of a ui.
>>
>>109230100
I agree mostly. People over complicate their shit for very little reason.
>>
>>109230100
No it's not. "All you need" entirely depends on your needs. For me, that's basic barebones shit. I need automation and flexibility. Your simplistic workflow is worthless.
>>
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>>109230026
that was an easy example
>>
>>109230100
Why does it bother you what other people use?
>>
>>109230133
rembg is probably better and lighter than sam for that stuff.
>>
>>109230014
SAM 3
>>
>>109230161
SAM3 segments better, also SAM 3.1 is way lighter than 3.0
>>
>>109229922
batch size 3
>>
>comfy
>entire point is modularity
>durr this simple workflow is all you need for every single use case
>>
>>109230176
There's a big contradiction in ComfyUI users, then all in one nodes for Klein or GET SET nodes come along, like people love nodes but deep down they want to simplify
>>
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>>
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>>109229749
>>
>>109230173
You're right. Probably safer bet and easier to set up for text prompts.
>>
>make a subgraph
>it resets in size every time the preview from ksampler shows up
comfy ui best software :D lol
>>
>>109230116
>>109230138
Holy fucking redditors
>>
Is calling someone a redditor still an insult in 2026?
>>
>>109230190
>all in one nodes for Klein
I hated that thing. Even the cheesy gradient animation when you're genning made me vomit.
>>
>>109230204
I use TBG SAM3 custom nodes and it's quite useful. For backgrounds, I recommend putting "character" in the prompt and then inverting the mask you'll get excellent precision, more than putting "background"
>>
Anima Turbo 1.0 is pretty good IMO, better than Base + Official Turbo Lora 0.2
Gives even better results with my Base-trained loras also
>>
>>109230207
I dabble in reddit, yes. So do you.
>>
>>109230227
I have the exact same thing in some workflows.
>>
>>109230133
the repo is no longer maintained but you can copy this Mask Fix node that has a "Fill Holes" option
https://github.com/cubiq/ComfyUI_essentials/blob/main/mask.py#L276
>>
Newfags, please read this:
ComfyUI take: losing is winning.
A workflow that fills a whole page is fine, don't fight it. It beats relying on subgraphs or custom nodes that try to centralize everything, those end up causing more problems than they solve down the line
>>
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>>
subgraphs = comfy
get set reroute half broken trannyism and broken chain of order = trash
>>
>>109230264
Krea could never
you ever gen smut with Ideogram? how good is it
>>
>>109230231
okay, have fun
>>
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>>109230002
its not malcomrey's lora
but bleeding happens independent of names or tokens, the only thing I've know that seems to help is ai-toolkit's "differential output preservation"

>>109229920
its krea
>>
>>109230268
>subgraphs = comfy
If you use subraph you should stay in forge
>>
>>109230270
It does tits and nipples fine. Need realism engine lora for lower body nudity
>>
>>109230255
I tend to hide everything I don't need regularly. The less I need to move the screen the better.
>>
>>109230279
im packing only because comfy cant render text for shit
when you have a really packed wf the framerate will drop hard whenever you pan around. it goes away if you zoom out hard enough but thats retarded cope tbjh

and having all your sliders and toggles in one node is peak comfyefficiencymaxxing and you can even reorder and rename however you want
>>
>>109230264
No model can do a sword stab straight through the body.
>>
>>109229139
How censored?

https://files.catbox.moe/3xr19z.mp4
>>
how to stop excessive mouth movement in wan 2.2? this silly anthro lioness refuses to keep her mouth shut and nothing i put in the prompt works
>>
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>>
Man just when im about to used to LTX
FUCK JEWS

https://ltx.io/blog/introducing-ltx-as-an-open-world-models-company
>>
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>>109230402
>he trusted the joos
>>
>>109230402
yikes, i haven't seen reddit meltdown this hard since alibaba announced there'd be no z image edit
https://www.reddit.com/r/StableDiffusion/comments/1uqzpoe/ltx_breaking_away_from_lightricks/
>>
>>109230198
I suppose
>>
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>>109230402
>>109230413
>>109230427
Oy vey trust the plan lousy goyims!
https://www.youtube.com/watch?v=YCgpmISQFKE
>>
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I'm FREQUENTLY having this issue in comfyui, when an image generates on another tab, for some reason the image is placed inside a node from the tab I'm currently looking at
any idea how to stop this? it's very annoying and changes the shape of the affected nodes
>>
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>>109230402
I always assumed they were Chinese like usual.
>>
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>>109230331
Possible with bounding box trickery
>>
>>109230458
>>
slowly realizing that image and video generation is just a stepping stone to advanced robotics
creating cool looking images is merely a side effect
>>
>>109230449
If i remember correctly it's because the preview sent to he frontend has no real owner and is captured by any compatible node. Something like that.
>>
>>109230449
you're probably using UNSUPPORTED UNOFFICIAL CUSTOM CHUD NODES.

user problem. issue closed. wontfix.
>>
>>109230402
LTX was shit anyway
>>
>>109230458
can you make a krea version? too bad ideo isn't popular
>>
>Lie Tricks
>>
how do i make wan do hot k pop dances?
>>
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>>
>>109230472
It's all a stepping stone to real world robot slaves
Tradesmen think they're safe lol
>>
>>109230427
How was the meltdown when WAN going Online Only models ?
>>
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>>109230331
Krea2
>>
>>109230427
good
>>109230691
there was no meltdown since they didnt promise future wan to continue being open weights and more importantly, all later wan versions were barely better if at all compared to already optimized 2.2 workflows
>>
>>109230699
you can't do that! krea 2 is censored!
>>
>>109230699
Nice. There's definitely more than just Krea going on here though
>>
>>109230715
Wan 2.2 still takes decades to generate a 7 second soundless video at 480p. There must be some optimizations in Wan 2.6+
>>
>>109230725
>Wan 2.2 still takes decades to generate a 7 second soundless video at 480p
it took ~5 minutes to generate 1 5s 720x1280 video at full Q8 quality on 3090, with convrot you can probably get it to be much faster
>>
>>109230722
it's got a little black girl magic in it
>>
>>109230722
like what? Didn't even need the bypass lora
>>
>>109230750
noooooo you can't use wan vae you need to use qwen! ack! stop! krea! is! censored!
>>
>>109230740
15 Minutes generation. 7 secs vid,
8 steps,
480p.
5070ti
Stop lying anon
>>
>>109230750
>realism_engine 0.5
>RealisticSnapshot 0.7
>>
>>109230766
cope and seethe
>>
>>109230766
those are called loras, anon
>>
>using euler a
>>
>>109230773
Uh yeah? It's a good gen, I'm not disparaging the use of loras it was just obvious there was more going on than base Krea, which there was
>>
>>109230786
Get REAL NIGGA
>>
>>109230760
>16 GB VRAM
retard
>>
>>109230791
Not an issue anymore after the last comfyui update
>>
>>109230800
if it takes 3x to gen at half res with wan compared to a 3090 then its an issue
>>
why am i sensing a vibe shift in lora usage? before it was heavily encouraged to use loras but now its frowned upon by some people, as if using loras is cheating in some way
>>
>>109230810
it's a cope for people who can't train their own loras or their model of choice has no loras to pick from because nobody wanted to train for it. it's purely a cope.
>>
>>109230807
Yes, the issue rests with WAN because its technically an abandonware. With LTX i can do 1080p gen 15 secs in less than 5 minutes
>>
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>>109230786
This one is just the filter bypass. Honestly starting to think these fucking lora bakers are baking in the filter bypass and not telling anyone.
>>
>>109230810
loras have always been a crutch for shit a model can't do. there's been no shift.
>>
>>109230821
anything that works on your shit card works better on a 3090 which has 50% more vram
shouldnt have bought a cucked 16gb vram gpu broski, simple as.
>>
>>109230827
smells like vramlet cope
>>
>>109230830
>More VRAM = Faster.
Kek look at this dude still coping
>>
>>109230810
Just don't tell those people their favorite finetuned model is just the base model with a million loras baked in.
>>
>>109230837
Cope harder vramlet
>>
>>109230779
It's basically euler but just a tiny bit more creative (error prone)
>>
>>109230842
Cope harder FP8let
>>
I admit it guys.... I'm a vramlet and I am indeed coping. I'm so sorry.
>>
>>109230837
>what is OOM swapping to ram
>>
>>109230823
Still looks pretty good.
>>
>>109230810
ZIT can't stack loras, Krea can, so ZITshills had to start talking shit about using loras
>>
>>109230856
It's okay anon
>>
>>109230857
Gen performance is still faster on 50 series card.
>>
>>109230856
spending ridiculous money on a piece of computer hardware is difficult to justify, even if you're really into it
which is why I didn't spend money, I traded old games for mine
>>
>>109230852
fp8 was always dogshit quality, everyone whos not a retard is either using bf16, Q8 or int8 convrot, all of which is supported on a 3090, and int8 convrot is literally better quality while being FASTER on ALL 30s 40s 50s series of cards, absolute retard.
>>
>>109230874
Maximum copium kek
>>
>>109230872
if you're a techbro investing in good tech is worth it
>t. 5090/9950x3d user
>>
>>109230868
are you 50 iq and unable to follow a conversation? if it takes you 15 minutes for 480p 7s video on 5070ti and it takes me 5 minutes for 5s 720x1280 Q8 on a 3090, your vramlet card is not faster.
>>
>>109230875
learn about int8 convrot support and speed before outing yourself as a retard next time
>>
>>109230882
yup, pulling numbers out of your ass makes you credible
>>
>>109230882
10 seconds on 5 secs video. Its WAN issue. Not a card issue.
>>
>>109230882
but my card says "Porsche" on it
>>
>>109230890
>outing himself as a newfag who wasnt there when wan was popular and everyone was posting their speeds and workflows
another bingo for me, ill go ahead and accept your final concession now.
>>
>>109230889
int8 sucks and its a copium level model.
Be a real man and accept FP8
>>
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I see (V)RAMlets are getting uppity.
>>
>>109230899
>he thinks I spend all of my time and day on here
>>
>More VRAM = Faster
Reminds me of the days when i believe having 4gb of ram with intel celeron CPU = Run Crysis at 60fps lol
>>
>>109230699
>>109230823
not bad at all. prompt?
>>
>>109230922
do you know what happens when models don't fit in VRAM?
>>
>>109230928
your pc blows up
>>
>>109230922
Model and TE fit entirely into VRAM = Faster
>>
>>109230928
THE SAME THING THAT HAPPENS TO EVERYTHING ELSE!
*blasts your ass*
>>
>>109230924
>Wide full-body shot, low ground-level angle looking up at two figures in a traditional Japanese landscape, cinematic 1960s Japanese samurai film aesthetic, grainy film stock texture with visible silver halide grain and slight color fringing. In the foreground, a woman ronin stands with her weight centered on her front foot; she wears a weathered grey and indigo cotton kimono over wide-legged hakama trousers, her hair styled in a practical topknot. A katana blade is embedded deep into the chest of another man, her hands positioned around the hilt. The second man faces toward the woman with his torso arched backward away from her; he is dressed in layered robes of off-white and brown fabric. A steel katana blade passes through his shoulder blades and out through the center of his upper back, piercing the cloth; a saturated patch of dark red blood surrounds the entry point on his chest with a single thick drip visible on the fabric. The man's eyes are wide, pupils dilated, head tilted back at an upward angle with a shocked facial expression. The setting is a dirt path bordered by rustic wooden fences and bamboo stalks. Color palette of muted earth tones, deep indigos, and desaturated browns. High-contrast lighting from an overcast sky creating sharp silhouettes against a misty background. Sharp focus on the foreground figures with soft bokeh on distant village structures in the background.
>>
>retraining my lora with slightly different settings to add more variety over and over again since i exausted it from the old ones
>>
>>109230956
cool, thx
>>
>>109230810
happened during the sdxl era when slop mixes of 1.5 made ugly everything and sdxl shit tunes were being shitmixed with loras not to mention stacking loras in general made things worse
>>
>>109230818
this.
>>109230864
aside from being able to stack zit loras if you use the nodes that allow you to select specific lora layers used, if you have a brain you just train your own lora once and then there's no need to use anything else anyway
>>
>>109230960
You don't even need to change settings. Even with the same seed, loras comes out different if you train again due to the GPU's hardware randomization.
>>
>>109231012
not different enough, and theres a lot of settings to play with that makes it interesting enough in itself
>>
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>>
>>109231029
based.
>>
>>109231029
kill fuck marry
>>
>>109231029
kill kill kill
>>
>>109230989
no problem
>>
>>109231038
bad taste
mutt?
>>
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>>109231041
>>109231046
>tfw shitting on my waifus
>>
Yeah, I'm like 90% certain realism engine baked in the bypass
>>
>>109231055
seems legit. snofs does too at like 0.7 strength
>>
>>109231050
>mfw looking at footfag gens
>>
https://civitai.red/models/2458426/anima?modelVersionId=3111778

anima-aesthetic-v1.0b, an alternate version that is a "pure" aesthetic finetune and nothing else. I think it's slopped and worse than 1.0, but it is smoother and people seem to desire that property a lot, so here it is.
>>
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>>
Damn I guess I'll finally say it: Krea 2 won.
>>
>>109231299
I like you gens and how alive they feel.
>>
>>109230810
There have always been certain people who have been irrationally against basic parts of the infrastructure. For a while back in the day, some people were upset about negative prompts. Sure, Loras are not ideal, and I would prefer it if someday they could be replaced with a dynamic "read all the files in this folder and apply them to this gen" or something, but for now, like controlnet, they remain useful.
>>
>>109231309
Thanks
>>
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krea is good at bulges for whatever reason
>>
>>109231311
When I think about it, the reason I dislike loras is not because I think loras are bad, I think they're quite useful and good, specially character loras. The reason I dislike loras is when they're almost required to make a model usable. So really, it's the models fault, not the loras.

Sure I'll always have a deep hatred for jeeted overbaked loras on civ, but that's more of a people issue.

One of the reasons I like anima so much is that I can just use it without any lora or finetune. Same with Klein.

I guess the recent trend has been a lot of loras to fix model problems instead of loras to elevate models to greater heights.
>>
>>109230810
Juggling loras is annoying. It made sense when models were small and stupid, now there is no excuse. Loras now should be for your hyper-niche waifu not still having to rely on them for passable realism or a well know cartoon style
>>
>>109231303
It's only sota for simpler non-anime art styles, which were alredy easy to do well enough with other models, everything else is worse than other models.
>>
File deleted.
this one is weird even for me
>>
>>109231345
>The reason I dislike loras is when they're almost required to make a model usable
but how does this matter? its only a problem if you need a specific lora for every single specific thing you want to generate, but this is mostly only the case if you're swapping a lot of anime artists with a very very specific style that you want.

most models already get tuned away from their base checkpoint anyway, essentially "preapplying" the initial aesthetic lora.
>>
>>109231411
Someone hasn't tried Krea
>>
>>109231414
NTA but the only "mandatory" krea lora is the bypass, which every single finetune already bakes.
>>
It's crazy Krea won't gen an open mouth without the bypass lmao.
>>
>>109231408
>deleted
I think it was fine*, I like it.
>>
>>109231420
>deleted
I think it was fine, I like it.
>>
>>109231408
wow bro I can't believe you uploaded this shit. fuckin' weird man
>>
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>>
>>109231456
>>109231456
>>
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1.26 MB JPG
>>
>>109230108
you do
how is noob not to think of buying moar ngridia that is faster and has more vrams without such things?
>>
>>109230786
yeah and the lora's are trained using the base model, fucking seething cunt
>>
>>109230857
no such thing when using int8 convrot or standard safetensors in comfyui since ages ago. int8 convrot reduced my gen times significantly and no fear of OOM and barely any system lag while running it. It's a pure godsend.

krea Q4 gguf gen time around 1:20
krea int8 convrot gen time of only 25 seconds and the quality is better, its like a free hardware upgrade.
>>
>>109232014
if the entire model or most of it fits = speed will be much faster, simple as that, krea is just not a huge model/u are not using fp16 TE



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