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Discussion of Open Source Diffusion Models

Previous: >>108466467

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

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, Upscalers, & Workflows
https://civitai.com
https://civitaiarchive.com/
https://openmodeldb.info
https://openart.ai/workflows

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

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

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

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

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

>LTX-2
https://huggingface.co/Lightricks/LTX-2

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

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

>Illustrious
https://rentry.org/comfyui_guide_1girl

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
Img2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-one
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
>>>/r/realistic+parody
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg

>Local Text
>>>/g/lmg
>>
Blessed are those who bless /ldg/
Cursed are those who curse /ldg/
>>
>>108478554
Stop raiding /h/, please. Stay in your containment thread and kindly fuck off.
>>
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I just can't make shit look good in ltx 2.3. Any facial detail recognition is gone in 2 frames.

How is wan 2.2 still the top for local?
>>
>>108478639
Good question. Ltx hasnt been good for me either. Wan image gen is also great
>>
>>108476432
><--- YOU ARE HERE
Just stating facts here. This never happened with 2023 local models. Pic related is Hassaku dev trying to train Klein 4b since launch and failing hard. It cannot zoom out past cowboy shots without the output turning into complete soup, and it still fails at text rendering. Models getting hard stuck at their out of the box limits is happening to Zeta Image too. It's the new type of gimped architecture.
>>
>>108478618
Good luck 3/4 of this thread are schizos from other generals.
>>
>vandalized op
>>
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>>108478639
the face still looks acceptable in ltx if you maintain calm expressions. a smile instantly ruins the face kek. wan is still acceptable, as it does not use any lip-syncing methods. grok is also bad when the input images start talking...
>>
>>108478618
List of /ldg/'s schizos:
Ani, Catjack, Debo, Lumi ,ComfyAnonymous ,Anti Chroma schizo, Anti /adt/ schizo , Donald Trup schizo, Anti Comfy schizo, the anon who post gens of his dead wife, the other anon who post photorealistic anime.

We’ve been constantly raiding for months, almost a year. We’re literally the general of schizos, there’s nothing we can do.
>>
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>>108478815
u forgot bout me
>>
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>update comfyui
>launch
>ModuleNotFoundError: No module named 'yaml'
Okay, what now?
>>
>>108478877
pip install yaml
>>
>>>/h/8852218
>>>/h/8852235
Noob2 in training, using a GLM image as the base model. Reposted from /hgg/, credits to the original poster.
>>
>based on GLM-image
kek
>>
>>108478941
Interesting, another model to use as first pass, then high res fix and inpaint with Noob vpred or WAI 12.
>>
>>108478916
Does nothing, nor other suggested commands I tried the last hour. Says it's installed.
>>
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>>108478941
I'm just gonna stick with Klein9 and Chroma thx.
>>
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>>108478941
Glm image? the fuck is that
>GLM's architecture is the closest to Nano Banana 2
how do they know something like that?
>>
>>108478756
I guess he still hasn't learned
>>
>>108478941
>>108478962
>Both width and height must be within the range of 512px.
Local = Mental Illness
>>
>>108478941
>'cord screenshot
>"credits to the original poster"
kill yourself
>>
>>108478986
>Local = Mental Illness
I'm also starting to believe that, every project they make is more and more retarded, why those people have money in the first place? they fucking don't deserve it
>>
>>108478941
Noob 2 edit? and txt2img? did I miss something?
>>
>>108478554
>>108478756
its obvious hes some disgruntled newfag based on what he changed and the faggollage he created
>>
>>108478941
Can GLM image do prompt weighting? Because the whole point of Noob is to do this.
>>
>>108479031
kys boorucuck
>>
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>>108478962
Why the fuck did they went for GLM image?? this model sucks ass doo doo
>>
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Remember, this is what happens when you train image models on synthetic data, which is why only the Z-image base series is legit.
>>
>chink model
>not full of synthslop
>>
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>>108478941
this is the trainer apparently
no idea if those models were any good
>>
>>108478618
so that's why the last /ldg/ thread was 47hours long, everyone went to /h/
>>
>>108478941
Holy fuck, the anime scene is fragmenting into a million incompatible architectures. We're basically watching the Tower of Babel happen in real time.
>>
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>>108479055
it's true though, there's a reason why Z-image turbo is so realistic, because they trained only on real data, it was this simple
>>
>>108479081
>so that's why the last /ldg/ thread was 47hours long, everyone went to /h/
it's more like there's nothing to talk about, 2026 so far is a dud we had no great models so far
>>
>>108478618
>>108479081
>ctrl+f "ldg" in current /h/ thread
>32 results
>>
>>108478941
>>108479071
Oh great, another anime model from some literally who that makes a completely different type of diffusion model :^)
This only makes sense if NAI is bankrolling all these people to create broken models
>>
>>108479053
>which is why only the Z-image base series is legit.
Desu this
>>
>>108478869
who are you
>>
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>>
>>108479078
such a qutie <3
>>
>>108478941
The 1girl waifu purist sits comfy with their SDXL watching you 2+ girls plebs struggle with newer failed model bakes
>>
>>108479109
NoobAI is a bunch of Chinese people from discord. They have no money.
>>
>>108479053
stonecuck finally made a decent comic for once
>>
rlly tho why has anon been spamming about about /ldg/ in /h/ im keking
>>
>>108479132
How does it feel having to praise yourself due to literally everyone else thinking you're a repulsive freak, Julien?
I don't know how it is that you haven't killed yourself, it's what your parents want, and what anyone with even a sliver of dignity would have done
>>
>>108479065
>>108479123
quit shilling tdrusell already NoobGLM is going to kill Anima
>>
>>108479169
> yourself
your meds please take them now
>>
>>108479167
>>108479102
/adt/ falseflagging to make /ldg/ have new enemies
>>
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>>108479167
Anifart is paid by mossad to kill generals
>>
What causes so many anons to get extremely passionate about this general?
>>
>>108479180
>/adt/ falseflagging
proof?
>>
>
>>
>>108479183
Ask the /adt/ whiteknight >>108479189, he seems to be livinghere 24/7 just to defend /adt/
>>
>>108479065
I like this gen.
>>
>>108479204
>the /adt/ whiteknight
proof?
>>
>>108478941
By the time that’s ready, NAI will release a better model, and Anima will be complete and end up being a nothing burger.
>>
Ask the /adt/ whiteknights' whiteknight
>>
>>108479181
>Anifart is paid by mossad to kill generals
makes sense
>>
>>108479167
/adt/ was a Discord thing months before /ldg/ existed.These moetroons needed a fake generalto raid others anime general toforce /adt/ tobethe only reliableanimegeneralin4chan. Obviously this plan floppedand became a total memeshow with each /adt/ generalduring 10 days.
>>
>>108478941
Nice
>>
>>108479257
>anifart is still salty that /adt/ removed his stinky 35 stars wrapper on their OP
kek
>>
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>>108479241
retard
>>
>anima is bad as NSFW
Why did anon say that?
https://files.catbox.moe/s106aq.png
Not using any artist or score tags btw.
>>
>>108478554
>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
You can tell Julien has already accepted no one's ever funding his dogshit
>>108479257
Rope
Now
>>
>>108479266
I'm not Anifart but I like to make up stories :D
>>
Why is anon getting so worked up and buttmad over a post that's obviously satire, really makes you think...
>>
>>108479291
>it was a prank bro
>>
>>108478941
>https://huggingface.co/zai-org/GLM-Image
>9B-parameter model
vramlet bross...
>>
Seems like someone is having their weekly psychotic episode again.
>>
>>108479270
>implying a known proxytranny wouldn't fake that shit
Lmao you are such a worthless raped retard
>>
>>108479314
>3 months ago
it's the first time I've heard of that model, I guess it's completly garbage right?
>>
>>108479329
Yeah, just think about how Klein and Z image blew up in like a few days while this model doesn't even have a category on Civit really makes you think...
>>
>>108479328
just kys schizo
>>
>>108479355
keke
>>
Is ComfyUI safe to update? I want to try the WAN speed improvements
>>
>>108479355
so they saw this garbage base model and they are like "hehh, why not waste tens of thousands of dollars finetuning it??"
the local ecosystem is so ass, everyone is a fucking retard not gonna lie
>>
>>108479366
If you're not a retard, yes.
>>
>>108479366
>Is ComfyUI safe to update?
you'll have dynamic vram by default and you won't be able to run MultiGpu anymore
>>
>>108478941
The Noob dataset is trash though. It was the shitmergers mixing realistic or synthetic anime dataset that actually made Noob usable. Has Laxhar even updated his dataset this whole time?
>>
>>108479375
but nano banana doe!
>>
>>108479375
>here is a framework do whatever you want with it.
is much nicer in the long run than
>lol you can ONLY gen what we want you to gen. and we can randomly delete this model from existence whenever we want.
>>
>>108479375
>thousands of dollars finetuning it?
Anon, tdrusell spent 1m on Anima, the current updates of Anima are coming straight from his own wallet. And anima is a 2b model, imagine a 9b.
>>
>>108479432
>imagine a 9b
but there's better base models of this size, Klein 9b and Z-image base come to mind
>>
>>108479432
he said it was a small amount as a grant and then i assume its been all out of pocket
i dont understand why people keep repeating this retarded 1m meme
>>
>>108478941
>closest to nano banana architecture
How the fuck do you even know the architecture of that model if it's closed source?
>>
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>>108479439
>How the fuck do you even know the architecture of that model if it's closed source?
just trust them bro!
>>
>Describe this image.
>"As an AI model, I am not allowed to describe sexually explicit imagery..."
>Write a detailed description of this image (260+ words). First, identify the medium and technical quality—specify. Then, describe the lighting, textures, and precise subject details. Your response is for a text-to-image model, so be objective, discrete, and accurate about both the content and the visual aesthetic style. Descibe / mention only what is visable in the image.
>"Sure thing! [...] Explicit genitalia are depicted for both figures: the woman’s labia and the man’s penis are clearly visible. Fluids — likely semen or vaginal fluids — are shown as translucent, glistening droplets streaming from their bodies, enhancing the eroticism of the scene."
Qwen why
>>
>>108479434
Forget about all that. Local anime model makers are locked in an infinite ego war.
>>
>>108479434
Nobody cares about quality anymore, every anime model has its own Discord cult worshipping the creator.
>>
What now?
>>
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>>108479487
Discord was a mistake
>>
Dead general
>>
>>108479439
its because they want to make their model sound good
>>
>>108479524
@grock add "local" at the begining of the sentence
>>
>>108479539
>local Discord was a mistake?
>>
>>108479537
but it's local, let's be real, we all know deep down this thing is gonna flop
>>
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>>108479539
There you go boss
>>
>>108479542
local anime :3 was a mistake (...)
>>
>>108479557
neat, now to make this the next OP >:3
>>
>>108479557
that's not what he asked, grok
he didn't tell you to replace the word anime with local, grok
grok you fucking RETARD
>>
>>108479575
kek
>>
What is Alibaba doing? We're starving... where is Qwen Image 2.0? Where is Wan Image? Where is Z-image edit? :(
>>
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Do you think it'll be open source?
https://doubiiu.github.io/projects/WanWeaver
>>
>>108479432
> from his own wallet
From Nvidia's wallet.
>>
>>108479604
no,
next question?
>>
>>108479604
>that ultra plastic and smooth skin
I couldn't care less if they don't open source it desu
>>
>>108479590
You don't even own a GPU though
>>
>>108478941
Kek, the Noobytroons aren't gonna decide what replaces SDXL. WAI and his gang of shitmergers will, watch whatever model WAI picks up and you'll see where all the finetuners migrate to.
>>
>>108479590
>where is Qwen Image 2.0? Where is Wan Image? Where is Z-image edit? :(
best I can do is a 17b-A2b MoE
https://github.com/huggingface/diffusers/pull/13317
>>
>>108478554
So...
How long until other model applied TurboQuant?
>>
is it random if an illustrious lora works with sdxl or pony? arent they all the same sdxl base?
>>
>>108479676
can this be applied to diffusion models? I guess it's also using the KV cache or something like that
>>
>>108479691
think of a lora like a very heavy embedding
>>
>>108479696
i think it would help Wan, maybe?
>>
Damn they delivered
https://github.com/000linlin/ConsisLoRA/issues/3
>>
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>>108479745
seems to be boring as fuck, like you have to provide an image and it'll apply a style to it? that's it?
>>
>>108479771
retard
>>
>>108478941
This is the model Ani talked about?
>>
Does anyone gen on a laptop? How would one perform with 16GB GPU and 32GB of RAM?
>>
>>108479856
very good for images
>>
>>108479884
What about video?
>>
>>108479856
did prices finally go down?
>>
https://github.com/Comfy-Org/ComfyUI/pull/13003
Is longcat even good?
>>
>>108479917
you can gen video on 16gigs of vram.
>>
Does anyone have a workflow to de-censor black bars, etc? It's baffling I cannot find anything about this. I have tried with inpainting with mixed results. Better than black bars but still poor gradients, pic related. Would be cool to automate doujin decensoring.
>>
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>>
>https://civitai.com/models/573152/lustify-sdxl-nsfw-checkpoint
damn, there he still goes
>>
>>108479959
no
>>
>>108480358
>still finetuning SDXL in the year of our lord 2026
jesus... we'll never make it...
>>
has flux2 klein character lora training been fixed?
>>
>>108480378
???
sdxl is still great especially if you know how to finetune
>>
>julienbake
>>
>>108480358
>2 more weeks until the download is available
>the version before this one was supposed to be the last one before he switches to ZImage
>the one before that was supposed to be the last one period
>>
>>108478554
what is the best coomer model for animu right now im using this one i tried the latest WAI and hassaku earlier and they were dogshit compared to this
https://civitai.com/models/623891/better-days-illustrious-xl-ponyxl-merge?modelVersionId=2376051
>>
>>108480411
yeah it's pretty fucking great. i constantly find myself going back to it, loras are effortless to train and gens are exceptionally fast.
>>
>>108480300
https://civitai.com/models/2280663?modelVersionId=2811912
>>
>>108480439
yes he is based
>>
>>108479081
>so that's why the last /ldg/ thread was 47hours long, everyone went to /h/
/ldg/ is inflated a lot by bot spam and a FUD campaign from a single person. The activity suddenly dies when that person is distracted.
>>
>>108480621
>The activity suddenly dies when that person is distracted
Sorry. I was distracted. You know... thinking about him. I just can't stop.
>>
>>108480621
>/ldg/ is inflated a lot by bot spam and a FUD campaign from a single person
proof?
>>
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>>108480647
>proof?
sure
>>
By single person I meant petra, by the way.
>>
>>108480649
now post the catjack one
>>
>>108480670
What do you mean?
>>
>julien
>>
>>108480434
>pony
>>
>>108480649
Is this post proof that it's you spamming fud against ani? You are killing the thread by being a gargantuan faggot y'know...
>>
>>108480774
Did the funding go well or is the highest offer still 2 doener kebabs + a sprite?
>>
>>108480649
who would waste time on compilation like this
god you guys really have zero self-awareness
guess its true that its mostly crazies who are into this hobby
>>
>>108480782
>asked for proof
>gets the proof
>is upset he got his question answered
kek
>>
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>>
>>108480801
>responding to mr gaslight failed dev ever
LMAO
>>
>>108480782
don't lump us in with the retard schizo that has been doing this song and dance for four years now
>>
who's the mysterious catjak defender I wonder hmmm
>>
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>>108478815
Can fucking gaybos stop including in your bullshit? I don't even post in or read every thread...
>>
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Why would you want to use the model name as your filename? Feels like an ad.
>>
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>>108481105
based jenner
>>
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>>108478554
32gb of ram is not enough
>>
>>108481424
what's using your RAM? your VRAM isn't even saturated.
>>
Is there any decent edit model that works with masks? (As in only changes/diffuses over masked area) I want to remove watermarks from images with minimum changes to the image possible. Klein is great but it's still making subtle changes to the images that I don't want. (This is for lora training and I don't want the model to learn some subtle slop pattern.) I tried overlapping the original and Klein's watermark removed image in Krita, and erasing top layer over watermark area, but the problem is that Klein is often also making color shifts that become obvious when superimposed this way.
So is the old Flux 1 Fill my best bet for this job? I think Kontext could be used like this but iirc it wasn't working great with masks.
>>
>>108481105
who tf is she?
>>
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>>108481547
Daughter of the year!
>>
>>108481105
>>108481513
my wife, our beloved jenny n
>>
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is there is better image upscaler than seedvr2.
>>
The simple fact that local has no idea how to advance from SDXL proves that novelai has won
>>
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>>108481574
>>
>>108481668
sdxl is a good model that does what you want it to do.
it's 2026 and api retards are still trying to figure out how to get a consistent likeness for their ai influencers lmao
>saar you are use the banana to be make side and front view and then you are to be hoping that other promptings do much the same face and bobs
>>
>>108481119
> why would you want to use the frontend name as your filename? Feels like an ad
>>
>>108479375
>>108479329
https://huggingface.co/spaces/multimodalart/GLM-Image
why not try it out for yourself.
>>
>>108481495
> Klein is great but it's still making subtle changes to the images that I don't want
wdym? mask, crop+scale, gen, merge back with blending
>>
>>108481606
got it! Thanks!
>>
why can't the fennec faggot hire some competent devs? it's not normal for software to break every second update
>>
>>108481688
> it's not for money, but about sending a message
>>
How to make Flux 2 Klein uncensored ??
>>
Can we gen bathtubs filled with sausages yet?
>>108481798
Because he's literally a gigantic sperglord, in case you haven't noticed.
>>
>>108479329
>>108479375
the model isn't total garbage but clearly its needs more cooking with higher resolution dataset and maybe better captioning. Main problem with model's like this is that nobody is willing to even support it to be runnable on any webui. no comfyui, wan2gp and forge neo support. the local open source ui repo maintaining devs can be really annoying at times.
>>
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>>108479590
qwen image 2.0 is seriously way better than qwen image 2512 and edit 2511. i really hope they open source that model.
>>
>>108481802
go to civitai and download an nsfw flux 2 klein checkpoint
>>
>>108481780
>merge back with blending
blending with <1 opacity will leave behind traces of the watermark, if I put the masked area without opacity I also run back to this issue:
>>108481495
>the problem is that Klein is often also making color shifts that become obvious when superimposed this way
>>
how many stars now?
>>
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>>108481798
>he pulled

Why don't you ask AI bot to write a bash script for you to have a clean install into a separate conda env?
>>
File: robowaifu.mp4 (1.05 MB, 432x720)
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>>108481662
You are doing it wrong
>>
>>108481881
there are nodes for color match, opacity for not the entire mark but for smooth edges
>>
>>108481948
>there are nodes for color match
Any examples?
>opacity for not the entire mark but for smooth edges
For this one too if possible.
>>
>update comfy
>same workflow now takes twice as long
literally why
>>
>>108482203
because you touch yourself at night
>>
File: 1749238901012730.png (2.78 MB, 1880x1072)
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ugly style but in a pleasing way
>>
>>108482287
smug + uggo = smuggo
>>
>>108482287
Unreadable Chinese characters
>>
>>108482287
synthetic sovl
>>
Civitai is botted as fuck for likes and there is daily leaderboard manipulation.
>>
are video previews broken for anyone else
>>
>>108482341
we've known about this since the site was created. it is completely pointless to upload content outside loras/checkpoints there.
>>
File: WanVideo22_I2V_00666.mp4 (2.67 MB, 1024x720)
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>>
>>108480358
>12k buzz
Crazy stuff.
>>
>leave this general
>take a peek
>thread is still a dumpster fire
kek. this general feels like /b/
>>
>>108482436
i'm noticing many lora makers are asking for like 5k+ buzz for early access. shit is getting on my nerves. its getting too expensive. unless you farm buzz by uploading tons of loras, you will have to pay money.
>>
>>108482460
>K3NK
>>
>>108482457
>>108478589
>>
I've been a part of this since October 2021, and in all that time, there's only been one attempt by the community to pool funds and that was for SD1.5 shortly after its release, which failed due to negative press.
Since then, nothing like that has come from the community.
>>
>>108482500
chroma? also there was that illustrious donation thing but that fell apart
>>
>>108482500
You're meaning something different than the community making a donations to model authors they like?
>>
>>>/gif/30460553
>>>/gif/30460553
Help.... Any solution ? No matter what i do her mouth is always talking in WAN
>>
>>108482624
ask around in the /b/ general
>>
Why do LTX gens with first/last frames get really burnt in the last second?
>>
I am not the only one who experiences this right? I don't know what kind of G-rman safety troon sorcery allowed this but they baked some crazy censorship into Klein. I am getting all white images, or completely unrelated weird images in edit tasks. Even when making perfectly SFW requests on vaguely suggestive photos. Or fuck it even on perfectly innocent images. I asked it to change the background plant on a photo of a woman and a child hugging and it just drew plants from scratch. Seems anything involving a female seems to be lottery to some degree.
Tragic for otherwise the best local edit model.
>>
>be me
>randomly post Chroma bestiality gens in /pol/ threads
>no one does anythng about it or even says anything about it
what did /pol/ mean by this
>>
>>108478941
why GLM lmao, it's so dogshit
>>
>>108482710
They are used to JIDF/bunkertroon/jeet demoralization spam.
You are not being funny or creative.
>>
>>108479379
last updoot made comfy able to generate only on handful of models while rest were shrimply noise and/or all borked

do tell, if nothing in venv is updooted except the frontend and new templates how does this magic occur?
>>
>>108482706
Klein is only notable for its small size compared to the other (only other?) local edit model.
>>
File: 1771288780663980.png (1.97 MB, 1256x1616)
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>>108482481
K3NK loras, especially his wan loras, are actually good thoughbeit
>>
>>108482755
but wan is bad, that's like seasoning poop
>>
File: make it stop.png (1.46 MB, 896x1152)
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>>108478941
>So far every single attempt at finetuning a shit base model into something worthwhile has failed but OURS will succeed for sure!
What causes this mental illness?
>>
File: 1768816119979933.png (1.8 MB, 1024x1024)
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lodestone's zetachroma is at the point where it's actually generating coherent images
>>
>>108482758
It's worth it just for the blink loras
>>
>>108482767
you wont fool me again anon... (please tell me its worth downloading the latest version)
>>
>>108482767
Doubt (X), at least for more than 1 in 100 cherry picking.
Post 4 iterative seeds of the same prompt.
>>
>>108482767
do a big anteater's dick for us
>>
>>108482767
there are multiple things wrong with that image wtf
>>
>>108482809
incremental progress, faggot
>>
>>108482813
nuh uh
>>
File: 1758719524414504.png (1.8 MB, 1344x1520)
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>>108482813
>incremental progress
More like incremental plateauing. He has been wasting who knows how much money and electricity on Radiance failbake for months now and it gens the same exact blurry SD 1.5 garbage it genned months ago.
>faggot
NTA but we are not the ones shilling homosexual animal fucker's models
>>
File: 1763050923546435.png (1.32 MB, 1432x1432)
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>>
>>108482767
moar plox
>>
>>108482767
any model can do face closeup
>>
Trying to get these blowjob loras for Klein to not change the face and give sane results is so frustrating i'm losing patience with this shit.
>>
>>108482914
First of all, Klein is poor about preserving facial likeness in general.
Second every single blowjob image includes a face, the model will inevitably pick up some noise about face during training. Don't waste your time with these.
If you want to waste your time, create a BIG dataset, curate thousands of high quality BJ images, implement aggressive regularization and train your own lora.
But I don't think it's worth it due to first point anyway.
>>
>>108482974
I wonder if it's just due to the rigidness of making loras for distilled models. Anyway, this is why we need NSFW finetunes and imo, why Chroma is still relevant.
>>
>>108482836
>homosexual animal fucker
Unfortunately the best NSFW models never come from someone with a vanilla taste
>>
I've been sticking with Qwen Image Edit since it just works and is uncensored, but just discovered Klein is also an edit model. Is it up to par or is Qwen still king?
>>
>>108478941
Why is nobody talking about how this GLM image model needs at least 48gb of vram to run at fp16? thats what theyre saying in noobcord and everyone there is hoping its just an early april fools joke and that Laxhar hasnt actually gone corpo
>>
>>108483028
klein kv is hella fast. just try it for yourself
>>
File: grid_2_20260329_185246.png (3.56 MB, 2512x1704)
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>>
>>108483041
>Why is nobody talking about how this GLM image model needs at least 48gb of vram to run at fp16?
because no one actually cares about the model except for the sycophants in their coord
>>
>>108483042
can it easily do porn tho
>>
>>108483041
Hey anons, NoobAI 2 is giving me slow and fucked results when I run q2 quants locally but when I run it on ComfyUI cloud everything works perfectly :^)
>>
I still only use Illustrious.
Anima looks like it might be interesting however.
>>
>>108483041
Just use Anima bro, it's lightweight and works great right out of the box. No training needed and you can't finetune it since it forgets everything anyway, but who cares when it already works so well :^)
>>
>>108483122
You can just run it on Comfy Cloud too. I mean, why would you even need to train it locally when it already comes perfect from the factory, right?
>>
uh oh meltie
>>
Here it comes
>>
>>108483132
Yeah definitely nothing suspicious about Comfy pushing everyone toward cloud services while making local training completely pointless. The model just works™ like Klein, Z image, Cosmos. There's no reason to run anything on your own hardware anymore :^)
>>
Funny how /ldg/ had more posters and activity last year compared to now in 2026.
Totally unrelated to local training becoming pointless, right?
We are swiming in Zimage finetunes and Klein loras.
:^)
>>
>>108483162
Yeah, pure coincidence that local diffusion general is dying right when local stops being viable
>>
erm.... anonette?
>>
>>108483162
last year we had new models every other week as well as some hype waiting for Chroma to finish training
>>
>>108483162
All the porn AI threads on other boards are still going strong, though I've noticed they died down a bit, slowed down; 4chan has also lost a lot of users recently.
>>
>>108483194
>last year we had new models every other week
kekd
>>
>>108483199
porn is the only practical use for this tech outside of stock images and pol memes that get old quickly
>>
nice thread metababs...looks like shills are shitting up the place anyway comfy is slower but is giving me higher quality results than noobai. but noob is a fair bit more expressive and flexible in showing me interesting things
>>
>>108483194
We have better models than Flux Schnell now. They train fast and run on any consumer GPU like Klein 4b, so tell me, why are anons still struggling with a simple blowjob lora? :^)
>>
lower the temp of your reply bot anon
>>
>>108483218
>metababs
We don't have new models and we can't train the existing ones. This thread's becoming AI news and Discord drama. It's already happening right now.
>>
>>108483207
Nigga, we had Wan 2.1, Wan 2.2, multiple releases of Qwen-Image and Qwen-Image edit, z-image, Flux 2, Chroma, HunyuanImage, and probably a bunch of others I don't remember right now
>>
Ani was right
>>
Said no one ever
>>
>>108483243
But there's no ai news and discord drama tho :/
>>
You will train nothing and you will be happy
>>
what's the best coomer video model right now? still wan?
>>
File: Fresh Milk.png (2.33 MB, 1088x1440)
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finally got zit, im surprised by the coherence
>>
>>108483276
It's a decent distill for realism.
Gets stale after a while but its fun.
>>
>>108483285
zero variation between seeds is crazy
>>
>>108483276
based
>>
>>108483276
you do realize women don't produce milk without being recently pregnant right?
>>
>>108483303
>t. has never been around a large breasted virgin while a baby is crying
>>
>>108483289
Nothing comes free.
Klein has decent seed variation but less realism and occasional extra limb.
>>
File: Fairs Have Changed.jpg (1.13 MB, 1440x1920)
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>>108483276

>>108483285
i think i'd have to use this for 10 years nonstop to get bored, i never even got bored of SD

>>108483289
SeedVarianceEnhancer has helped

>>108483296
you're based

@108483303
>>
>>108483276
Nice. Once you figure out Base you will have truly transcended.
>>
>>108483322
w-what are the styrofoam cups for?
>>
>>108483307
lol
>>
>>108483322
Blowjobs go for way higher, can you stop with the fanfic tier images?
>>
>>108483303
is that supposed to be a bad thing
>>
>>108483358
got it, i will be sure to reduce it down to 10 cents the next time i make one
>>
>>108483365
You better not
>>
File: 1743697726526972.png (2.1 MB, 1256x1616)
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>>
>>108483362
Look at the actual supply chain logistics of running a human dairy farm. You can't scale a business where your production units require a nine-month, medically expensive boot-up sequence just to yield a highly perishable product for a limited window before needing another nine-month reset. To maintain a steady inventory, you’d have to constantly impregnate your workforce, which means your overhead now includes endless maternity care, specialized diets, and the absolute legal and financial nightmare of figuring out what to do with the continuous byproduct of actual human babies. The sheer cost of keeping human beings continuously pregnant and healthy enough to produce surplus milk completely wipes out whatever premium that niche market is willing to pay per ounce, turning the whole operation into an unsustainable financial black hole.
>>
Fresh when ready

>>108483401
>>108483401
>>108483401
>>108483401
>>
>>108483405
>290 post bake
please neck yourself subhuman spammer
>>
>>108483419
>Anifart melty
you love to see it
>>
>>108481846
Prompt? Wanna test in other models to compare.
>>
comfy breas
>>
I want to discover chicks that do not shave in my country. TRied grok, it cannot give me facebook/insta links of these woman because it would violate their consent, privacy.

Which model allows it, or is there a jailbreak?
>>
>>108483392
nice
>>
>>108482831
catbox?
>>
>>108482767
Interesting. It might be good when it's fully trained.
>>
>>108482431
kino



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