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ZiT ControlNet edition

Discussion of Free and Open Source Text-to-Image/Video Models

Prev: >>107413438

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

>Z Image Turbo
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo
https://comfyanonymous.github.io/ComfyUI_examples/z_image/

>WanX
https://comfyanonymous.github.io/ComfyUI_examples/wan22/

>NetaYume
https://civitai.com/models/1790792?modelVersionId=2298660
https://nieta-art.feishu.cn/wiki/RY3GwpT59icIQlkWXEfcCqIMnQd

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

>Illustrious
https://rentry.org/comfyui_guide_1girl
https://tagexplorer.github.io/

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
GPU Benchmarks: https://chimolog.co/bto-gpu-stable-diffusion-specs/
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
Bakery: 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

>Maintain Thread Quality
https://rentry.org/debo
>>
File: ComfyUI_08612_.png (1.43 MB, 944x1280)
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>>
>>
ZIT: does nag work with cnet? im getting model patcher errors SADGE
wait nag doesnt work anymore for me actually WTF
>>
>>107414884
total astrafaggot death. given the opportunity, he censors the shit out of everything he touches. only leaving the sacred GPO and CES tokens, of course
>>
what seed number do anon use first try?
>>
>>107415958
677777777777777777777777777
>>
>>107415958
8008135
>>
>>107415894
https://github.com/BigStationW/ComfyUI-NAG/tree/main
this actually fixed my problem cnet works with nag now. the problem was the super() call in the fallback code.
>>
>>107415958
>schizo
specific, fixed seed number
>well-adjusted normal individual with no mental illnesses
random seed
>>
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How do you upscale z images? I'm trying Nag but it feels blurrier
>>
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>>107415893
>>
>>107415971
That number is backwards
>>
>>107416017
I'm assuming most up to 2048x2048 were just genned that way.

Almost all the same upscaling methods work tho.
>>
>>107416029
Anon we know you did the intended version please catbox it
>>
>>
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>>107416017
cnet works
>>
>>107416077
>cnet
Control Net? I don't think I have vram for that. I tried going 1.5X on the images and it takes 3 times longer to gen
>>
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>>107416098
hot
>>
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>>107416098
churning butter?
>>
>>107416102
She's just singing, anon.
>>
Are 2.2 loras compatible with 2.1 models? Say, using the high noise for motion?
>>
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one last of these
>>
Spoonfeed please. How can I run new ZIT controlnets on 12gb
>>
>>107416173
what have you tried so far
>>
>>107416198
Begging for spoonfeed is literally the first and only thing I've done. Please and thank you
>>
'WanModel' object has no attribute 'condition_embedding_tempotal'

This doesn't work for 2.2?
>>
>>107416227
Catbox so we can take a look at it
>>
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butiful
why didn't they update the i2v lightx2v too
>>
god I hate comfy devs. stop fucking everything up every fucking update
>>
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Good night thread
>>
what is the local equivalent of nano banana pro?
>>
>>107416286
qwen edit?
>>
>>107416286
api nodes
>>
>>107416278
what broked
>>
>>107416017
>How do you upscale

real-esrgan4x

Is there any other way? No.
>>
>No base model
>No edit model
>Questions regarding its release are evasive and "waiting confirmation"

It's never coming.
>>
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>>107416302
did they do le hecking wan2.5?
>>
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>>107416302
https://youtu.be/9v-33jcEDk4?t=19
>>
The Q5 GGUF of Flux2 runs fine if you have 24 GB+ VRAM. Just a FYI. Only slightly slower than Flux1 on my RTX 3090.
>>
>>107416313
It's looking more and more that way.
People saying it's definitely coming aren't used to dealing with the nuances of Chinese culture.
>>
>>107416313
>>107416327
the alibaba team never promised they would release wan 2.5 locally though
>>
>>107416324
>the absolute copequant of 40 gazillion params is as fast as OLD IRRELEVANT version
wow dude thanks for your immense insight.
>>
>>107416334
They never promised they would release z image base either. All we have is people making assumptions from vague language.
>>
>>107416319
weeks to abliterate all NSFW from the model :3
>>
>>107416286
>what is the local equivalent of nano banana pro

Flux-Kontext if your goal is to do image editing and you want consistent gens without LORAs or other work-arounds. If you just want pure image quality then look at a Flux2 GGUF that you can stuff in your VRAM...though if you can't fit at least Q4 you probably should just stick to Flux1-Krea .
>>
>>107416339
>Z-Image-Base – The non-distilled foundation model. By releasing this checkpoint, we aim to unlock the full potential for community-driven fine-tuning and custom development.
>>
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>>107416302
>>
>>107416343
this isn't as bad as API only but my god fucking stop
>>
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>>107416319
fuck my life dude, what will this pony fucker say to them? to remove the artist tags???
>>
>>107416354
>By releasing this checkpoint
That doesn't mean "We will release this checkpoint."
>>
>>107416337
>wow dude thanks for your immense insight.

Flux2 Q5 still an "upgrade" over Flux1 in some aspects, especially since it is using a better text encoder. Prompt adherence is a lot cleaner.
>>
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>>107416356
based screen, might spam it everytime a troll pretends the team never said they will release the model
>>
>>107416356
>Working on open sourcing

This implies red tape that cannot be overcome. Please learn Chinese culture before taking words at the face value.
>>
what exactly is the process of making something open source? Like do you need to apply for a license at the post office or anything like that?
>>
>>107416359
fuck this nigger
>>
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>>107416339
>>107416356
>the base model is going to release, check it by then?
>yes, we are pushing it
Sounds good and all but "we're trying" doesn't bode well. >>107416373
>>
>>107416376
see >>107416343
>>
The truth is, they're using the well tagged Noob database to prune the base model of all nsfw anime pictures.
>>
>>107416376
you gotta draw a pentagram in salt and find some candles, wait for a full moon, then it gets complicated
>>
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>>107416041
Say no more. I've got what you want.
>>
>>107416379
>"we're trying" d
they said "we are actively working" to make it open sourced because you know, before open sourcing a model you work on it, I know you're a troll but c'mon, at least try to be a bit funny about it lol
>>
>>107416390
You are painfully naive.
>>
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>>107416376
you just release it with an open source license. in a corpo setting probablysomeone in charge needs to greenlight this.
>>
morning eurofags
>>
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>I know waiting can be a little boring
he's literally me
>>
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>>107416356
>>
>>107416406
kek, nice
>>
>>107416376
>Hey [head of department can we release this golden goose that trained the model]?
While this is being discussed
>We are trying to open source the model guys, hold on.
reply come back after some review
>"Hmm, nyo."
Queue deafening silence from the team save for intermittent release of tools and peripherals to the distill model.
>>
You either trust Chinaman or you are based. Which one is it?
>>
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NAG can make named anime characters real
>>
>>107416359
What server is this? i really hope someone warns them of these people
>>
>>107416421
never liked that anime, but its 3rd opening is one of the greatest openings of all time
https://www.youtube.com/watch?v=YcL-ymNCoZ8
>>107416428
it's this one
https://discord.gg/EEcF2s3b
>>
>>107416428
They already banned bghira. Enough people like the other two furfags enough unfortunately that it won't happen.
>>
>>107416406
This reads like the spam emails on my old account
>>
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>>107416109
lmao, kino
>>
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>>107416265
https://github.com/amao2001/ganloss-latent-space/blob/main/workflow/2025-12-03%20wanvideo_SteadyDancer.json

It's this one, but with a 2.2 sampler setup.

Pic related is the culprit.

The steadydancer is essentially openpose + i2v.
>>
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>>107416404
they have the right idea, we're in that golden period between a new checkpoint launched and mapping out all of its flaws and shortcomings to where nothing about it surprises us any more
>>
>>107416278
NAG broke for you too? Guess I need to roll back for now.
>>
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>>107416436
Thanks anon

>>107416439
Oh yeah i remember that thread, i'm glad anons reacted fast enough, lets hope we react fast enough here as well, kill any chance of retards poisoning the well
>>
>>107416489
>NAG broke for you too?
you can get NAG working with this branch
https://github.com/scottmudge/ComfyUI-NAG
>>
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>>107416364
>>
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>>107416418
This could happen, but China too has quite many gentlemen and scholars. We'll see.
>>
>>107416436
>>107416491
Prompt?
>>
>>107416494
That's the one that broke for me
>>
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>>107416497
>Prompt?
>1boy, deez nuts, sixty seven
>>
I've been out of it for a while, basically when chroma v50 launched and was kinda disappointing. What are the current go to models?
>>
>>107416483
Exploring the capabilities of the latest thing is certainly fun. Still though, I want to be exploring BASE
>>
>>107416497
Sure, check your dms anon
>>
>>107416463
Aspect ratio, whatever happened there
>>
File: ComfyUI_03116_.png (2.54 MB, 1536x1536)
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https://civitai.com/models/2189534?modelVersionId=2465305

Uploaded to CivitAi
>>
>>107416500
>That's the one that broke for me
Ok change of plan boys, migrate to this branch and it'll work again
https://github.com/BigStationW/ComfyUI-NAG
>>
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>now the cancel button had to be visible through an hover
WHO ASKED FOR THIS???
>>
>>107416511
z-image-turbo is the newest cool thing as it's smaller/faster than many but really quite good. if the base model gets released, I can imagine this might end up being the new better SDXL, it seems likely it'll train all sorts of additional things well in a finetune that is not too taxing.

wan is still great at 5s videos, qwen image edit is great at changing images

chroma radiance is still lewder than the above and has also more creative anime-style training but without too many specific characters, but it is not a clean finished training

neta-yume lumina is the only thing so far to start to rival noob or illustrious for specific anime characters but also not really a finished training
>>
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>>107416483
>>
>>107416552
>neta-yume lumina is the only thing so far to start to rival noob
in what? 1girl standing? can it do complex porn poses and not pov cowgirl?
>>
>>107416559
this did not need to exist
>>
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>>107416511
>What are the current go to models?
Z-image turbo obviously
>>
>>107416569
>He saved my slop
Based
>>
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>>107416577
too zazed to be forgotten like that!
>>
>>107416568
There are many things that should not be. What's one more abomination is a sea of horrors?
>>
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>>107416552 (cont'd)
then there are also flux2.d and qwen image and hunyuanimage3 without the edit. they're big and quite powerful in terms of prompt adherence.

people don't use them as often as you'd think. it's partly that they're huge and slow, partly that people are not seeing them as hot/aesthetic/[...]. the latter of which is of course harder to fix for the community due to the earlier.
>>
>>107416564
for knowing specific anime characters.

not for complex porn poses, no.
>>
>>107416564
It can do complex poses and interactions of 2 custom subjects way better than noob, it's just not as good at porn
>>
>>107416590
kek, we need this to stop the pony fucker from ruining the base model >>107416359
>>
>>107416605
There (clap) Will (clap) Not (clap) Be (clap) A (clap) Base (clap) Model (clap)
>>
>>107416552
>>107416591
Thanks for the info, will check out z image turbo. It is a relatively small model which is really good for me.
>>
>>107416615
>There (clap) Will (clap) Be (clap) A (clap) Base (clap) Model (clap) >>107416356
>>
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>what'll $20 of apple gift cards get me
>>
>>107416620
Vague (clap) Language (clap) From (clap) Discord (clap) Employees (clap) That (clap) Does (clap) Nothing (clap) But (clap) Prove (clap)There (clap) Is (clap) Some (clap) Obstacle (clap) For (clap) Release (clap) Is (clap) Not (clap) Confirmation
>>
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>>107416616
yes, it's probably the most obvious thing to try overall.

i'd also very much recommend qwen image edit. like some of the stuff wan can do it feels like magic.
but of course editing isn't the same as generating new images.
>>
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https://civitai.com/models/679710/scrambled-analog-tv-glitch-style-zit-and-flux?modelVersionId=2464476
I'm a hardcore nostalgiafag but some people are way too autistic about it kek
>>
>>107416638
Yeah I never really got around to trying out more advanced workflows like editing or regional prompting. Is there a preset inside of Comfy for it?
>>
>>107416627
>YOU BLOODY BASTARD WHY ARE YOU FILMING US SAAR
>>
>>107416652
cool look
>>
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LMAOOO, now there's no doubt about it, it's intentional
>>
>>107416695
https://huggingface.co/alibaba-pai/FLUX.2-dev-Fun-Controlnet-Union
>it's real
what the fuck? why would they upload their competitor's models on their hf space?
>>
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>>107415842

https://huggingface.co/AiAF/D-ART_Z-Image-Turbo

https://civitai.com/models/213206/d-art-or-18dart5-style-lora-z-image-turbo-or-chroma-or-illustratious-or-flux-or-pony-diffusion-or-nai

This is probably old news to most of you but z-image turbo seems to train well on art styles (though like flux And even chroma to some extent, it still struggles with nsfw anatomy like nipples). The base model is supposedly going to be released soon, but since turbo is a distilled version of the base model, wouldn't this imply the base model should be considerably larger and more resource intensive than turbo? Flux to to show at us that there are diminishing returns with increasing perimeter count, precision, and file size for local models. A distilled model like turbo has comparable performance and quality to flux 2 at a fraction of the inference speed and resource requirements, so I wonder how large the base model of z-image is going to be when/if the weights are released
>>
>>107416716
>The base model is supposedly going to be released soon, but since turbo is a distilled version of the base model, wouldn't this imply the base model should be considerably larger and more resource intensive than turbo?
no, they said on the paper it's the same size, turbo is a (guidance + steps) distilled model, but not a size distilled model
>>
>>107416716
holy shit you're still training ugly garbage... I kneel
>>
>>107416359
oh FUCK no, these people are obsessed with IP retardation
>>
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>>107416627
>>
>>107416663
there are templates in comfyui and also workflows on civitai and such

for the edit models it's also sort of the "basic" workflows that work already, they're meant to just take prompt and image(s) and edit them
>>
>>107416716
>The base model is supposedly going to be released soon
No it's not.
>>
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https://www.reddit.com/r/StableDiffusion/comments/1pcwx1g/new_image_model_arrived_on_lmarena/
>The quality isn't quite at Nano Banana Pro level, but it's close.
it's the base model, trust the plan
>>
has ani posted at all in the past couple of days? I'm worried the schizo killed all his motivation
>>
>>107416473
legs heaven
>>
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>>107416730
D-art is both one of my favorite art styles but also a good test to evaluate how good a model trains unique art styles. Pony still remains the gold standard in terms of accuracy compared to the actual art and illustrious as a close 2nd. Where you listen? Models like flux, chroma and z image tend to have a reloads and bias so it struggles with cartoony styles like his. If it can pick up on d-art 's style reasonably well then it should pick up on most if not all other art styles as well. There are two caveats though. First is that? Z-image mangles NSFW anatomy. Sometimes it'll get nipples right but most of the time it does it and just puts a weird pepperoni looking deformation in their place. The second is that it took a lot of steps in order to iron out the realism bias and even then you still have to incorporate negative tags like 3d, realism, anime, etc, And prompts like illustration or drawing in order for it to stick.

>>107416724
So it's kinda like their version of flux schenell?

>>107416746
Someone posted a screenshot of their Twitter post not too long ago saying that they did in fact plan to release after further training. What makes you thinking I'll never be released?
>>
>>107416772
>So it's kinda like their version of flux schenell?
no, schnell is steps distilled, dev is guidance distilled, turbo is guidance + steps distilled
>>
>>107416772
>What makes you thinking I'll never be released?
ESL, indirect language, undisclosed hurdles to open sourcing, general history of Chinese companies reneging on promises to open source if too inconvenient.
>>
it's over it's so fucking over god fucking DAMN IT WHY ALSO FUCK YOU COMFY YOUR NEW UI IS FUCKING DOGSHIT NOBODY ASKED FOR THIS
>>
>>107416752
i don't think so. i feel sorry for ani
>>
>>107416784
>if too inconvenient.
Why would open sourcing again inconvenience for them? They bothered to release the turbo version free of charge. So what would they lose from releasing the full version that is supposedly going to be the same size? We already know they partially do this shit just despite American researchers and American competition so why stop now?
>>
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>>107416794
>>
>>107416752
Can anyone write Ani in Discord? I'm kinda worried too
>>
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lmao this is way better than I expected
https://files.catbox.moe/quudwy.txt
>>
>>107416797
I do too. he probably feels bad the schizo goes into a multi day split bake melty and makes the thread unusable for everyone
>>
>>107416814
the problem is this -> >>107416547
>>
>>107416830
how can we help ani
>>
>>107416794 >>107416814
so far the new UI seems much worse for *both* layouting and looks reason and actual functionality. I also turned it off.
>>
>>107415842
Are there any workflows for z-image controlnet yet?
>>
>>107416839
idk. I've been waiting for a cpp frontend since the beginning and now that comfyui UX is becoming annoyingly shit I want to tell him to keep going
>>
>>107416850
I'm going to share mine in a little bit. Someone shared a basic one there: https://github.com/comfyanonymous/ComfyUI/pull/11062#issuecomment-3605050738
>>
>>107416828
cool gen
>>
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Well, the model certainly doesn't know what a crack pipe is.
>>
>>107416752
>>107416797
>>107416819
>>107416830
>>107416839
>>107416855
This is pathetic, Ani. You realize the only thing you're accomplishing with this is tank your reputation even further, right? AniStudio could have been in every /g/ OP if you weren't such a pathetic threadshitter. You have only yourself to blame.
>>
>>107416864
when are you going to post something worth looking at?
>>
>>107416547
ok seriously though, how do I go back? this is the worst decision ever, you press the cancel button a lot of time and I don't want to hover and look at where it is after it's appearing to click on it, wtf is your problem comfy?
>>
>>107416868
>when
the day you'll lose your virginity
>>
>>107416869
Go back ... And lose all of the ZIT updates???
>>
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>>107416869
comfy never touches the frontend. he pays people to do that. it's probably the indians grift chink hired
>>
>>107416860
Thanks Anon, I will look forward to you
>>
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>>107416869
Use the keyboard shortcuts to gen and cancel like a normal person.
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>>107416810
You don't understand the Chinese mind like I do. You still need a few more burns before you get it.
>>
>>107416867
what did you do to help ani?
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>>107416869
use comfyui manager
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>>107416906
shut the fuck up nigger
>>
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>>107416921
>use comfyui manager
and?
>>
>tfw it refuses to generate xi as pooh, and will only put them side by side
>even with nag and weights
>>
>>107416921
where
>>
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>>107416929
thanks for your data :)
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>>107416716
idk how you trained multiple d art loras and somehow the likeness is that bad, unless you want his style mixed with some generic tranime style
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>>107416885
>>107416850
https://files.catbox.moe/i93fbh.png
Here's my ZiT workflow if it helps anyone. It has NAG, loras, i2i, ControlNet, HiresFix, and inpainting (no NAG). I hid unused settings inside subgraphs and I used a few popular custom nodes to declutter a bit. Read the notes within the workflow for usage tips.
>>
>>107416867
t. schizo
>>
I feel like I'm going nuts here. Like I'm the only one seeing the rugpull happening in real time and they've forgotten who they're dealing with.
>>
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>>107412367
Someone has to ask the Tongyi fags on discord to add the fruitiger aero style on the base model
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why does wanx only put in flashes when you don't want them
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>>107416954
thanks anon
>>
>trani craws back from his cave after getting his ass kicked
This time it will surely be different.
>>
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This general needs healing, NOW.
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lmao
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i need some khazar milkers..l
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>>
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>>107416868
Feel free to filter, dear Anon.
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>>107417061
he looks like old daigo umahera with 30 additional pounds lol
>>
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I'm using the anime to realistic qwen image edit lora, and it has no idea what to do for most nsfw stuff, is there any lora for nsfw that meshes well with the anime -> realistic one?
>>
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fuck it im 1girling
>>
>>107416495
this, he gave me the ick
>>
>>107416569
Future is bright!
>>
>>107417157
>>107416569
Wait
The base got released?
>>
>>107416954
Works great! thanks Anon
>>
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>>107417166
Yes, the president of the united states announced it yesterday.
>>
any tip to prompt sexual pleasure faces in Wan 2.2? "moaning" seems to make them scream or laugh hysterically. i have no luck with "orgasm" either.
>>
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Model for drawn-like art, not necessarily anime, that does sfw and nsfw and also works with SDnext?
>>
Does ZIT know any anime artists/styles out of the box? So far every name I try just gives me a generic vaguely Ghibli looking style
>>
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>>107417233
it knows the most mainstream ones like oda's and toriyama's
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>>107417241
Gave me this when I asked for Toriyama, doesn't look much like Toriyama to me. Maybe it only works with actual DB characters
>>
>>107396748
Installed comfy instead, performance is not much better and gets a single 896x1152x20 steps image in 20-22s. However, now I have around 3G VRAM left, can we offload some qwen-4B layers to GPU or something?
>>
>>107417256
Why do you need to offload if it fits?
>>
>>107417255
Try an actual prompt instead of tag vomit.
>>
>>107417256
>can we offload some qwen-4B layers to GPU or something?
yeah sur why not
>>
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>>107417269
>cute 20 year old blonde girl with a short tomboy haircut is dancing naked in the street. She is happy and her full body is visible on the image, from feet to head. She's jumping and having fun. Picture is sharp and people in the background are clearly visible, they're looking at her and are surprised. Image is heavily stylized and looks like a black and white manga in the style of Akira Toriyama
I specifically worded it like a normal person would instead of using tags
>>
>>107417290
Try "in the style of Dragon Ball"
>>
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>>107416569
If chroma disappoints him I cant fathom the disillusionment hell experience with zimage
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>>107417301
Tried both and two at the same time. I mean it very vaguely looks like DB or One Piece so it knows something about them but only very vaguely
pic had both one piece and Eiichiro Oda in prompt
>>
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>>107417316
Well, i dunno what's going wrong with your prompt then.
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Chroma had to be nerfed, if it did hands it would be too OP.
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I don't know much about game development, but would it be possible to use this kind of background prompts for creating isometric RPGs?
This looks comparable to stuff like Pillars of Eternity.
>>
>>107417419
>218 / 82 / 1
yes but you'll have to be consistent and don't tell is AI. Also add collisions to all the surfaces
>>
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>>107417445
grrrrr
>>
>>107417441
They gather together, to get some respite after a long day of getting beaten by spiderman
>>
>>107417445
lmaoooooo, that was clever
>>
2 steps is okay if you ask me, it gets the composition and then you upscale with something faster
>>
>>107416968
>>107417419
yeah but it'd take a lot of effort to fix the seams, feasible though
>>
>>107417445
FUUURRKK!!
>>
>>107417419
Maybe with controlnets and using the depth model combined with a depth map render of a basic 3D layout. Otherwise it may mess up the perspective and won't be consistent.
>>
What the FUCK does this mean? It's purely random, testing multiple videos. It's not the mismatched sizes between the image and video, they're pixel perfect.
>>
>>107417514
kek
>>
Since turbo was trained on an unfinished version of base, the day we'll get base, do you think they'll make a turbo v2 out of it?
>>
Sometimes the beginning few frames of WAN output color will darken. Anyone got the same issue?
>>
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>wake up
>realize i trained on the wrong dataset
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>>107417579
yeah it does that, especially with painter i2v node. idk what the solution is
>>
>>107417584
I just trained for a couple of hours, downloaded all loras and terminated the pod, but then when I tried loading a lora I realized all the downloads had failed. Here we go agine.
>>
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fwuffy wuv sketties
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Oh shit, NAG doesn't seem to be working anymore with the new ComfyUi update, even with this branch >>107416539 you'll get the same exact results as with no NAG, tf did you do Comfy again...
>>
>>107417563
Good question, I mean the idea is clearly to use Base for lora training / possibly finetuning, but use the resulting loras on Z-Image Turbo.

Since Base has obviously undergone lots of changes, loras trained on it may not work well with current Z-Image Turbo, so distilling a new Turbo from the final Base release makes sense.
>>
>>107417615
He is doing it on purpose to help flux.2
>>
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>>107417584
>>107417593
They should really put the dataset selection in ai-toolkit at the top, I almost did the same thing.
>>
>>107417616
If you train a lora on base, would it even work all that well on turbo (even if the turbo model is step-distilled from the same base model you trained the lora on)?
>>
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Z is so good bros
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>>107417665
I’d almost prefer fluxgirl’s slop
>>
>>107417665
I'm actually kind of in shock still. I've been genning since release and it's still weird to me to not get any weird fingers and stuff, like most of the time the pictures are just solid. And the model just popped out of nowhere which is just wild.
>>
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https://civitai.com/models/22800/granblue-fantasy-style
Downloading this lora, anyone already tested it? thinking about organizing my lora folders and creating a specific one for ZiT at this point
>>
>>107417660
Yes, most likely given that the distilled model is just a subset of the larger one, while being trained the same way.
>>
>>107417697
But it's trained to produce results in let's say 50 steps with CFG 3, isn't that what the LoRA will be learning to do too?
>>
>>107417688
damn this looks 2023-esque
>>
Asking again. Please does anyone have the prompt for this image that was posted a three threads ago? Please a catbox would greatly appreciated.
>>
Why is this shitty wan 2.1 SteadyDancer workflow able to do proper i2v with openpose v2v while 2.2 vace doesn't?
>>
>>107417445
kek
>>
>>107417615
update the repo it should be working now
https://github.com/scottmudge/ComfyUI-NAG
>>
>>107417710
I doubt it will require 50 steps, it will be more like ~20 as per other models. Them using 100 steps in their paper is because a) they have tons of compute b) the output was to be cherry-picked to train on for the Turbo version.

I haven't read the entire paper, so I don't know if they do anything different than Flux in regards to 'faking' CFG or if they have another method, do you know ?
>>
>>107417718
Mixture of Experts
>>
How do you fix skin again? Mine's completely fucked
>>
sigh...
new day - new NAG fork
>>
>>107417747
wat
>>
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>>107417665
awesome
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>>107417764
Is true NAG still fucked? I noticed there's a new comfy update but not doing it yet.
>>
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>>107417758
In the morning if my face is a little puffy I'll put on an ice pack while doing stomach crunches. I can do 1000 now. After I remove the ice pack I use a deep pore cleanser lotion. In the shower I use a water activated gel cleanser, then a honey almond body scrub, and on the face an exfoliating gel scrub. Then I apply an herb-mint facial mask which I leave on for 10 minutes while I prepare the rest of my routine. I always use an after shave lotion with little or no alcohol, because alcohol dries your face out and makes you look older. Then moisturizer, then an anti-aging eye balm followed by a final moisturizing protective lotion.
>>
>>107417853
How is it fucked? Do you mean OOMs?
>>
>>107417764
>>107417853
it's been fixed >>107417734
>>
>>107417785
MoE is a LLM term.
>>
comfy? more like cunty
>>
>>107417863
>>107417869
When I said "true" NAG I meant the original repo, not the fork
>>
>>107417901
forget the original repo, they're dead
>>
>>107417717
anyone with the prompt?
>>
>>107417717
>>107417915
ask a llm to give you the prompt of that image
>>
>>107417717
>>107417915
its nai
>>
>>107417915
"negroid, big milkers, looking at viewer"
>>
>>107417915
>1shaquina, nigga, we wuz, I ain't no time fow diss!
>>
>>107417915
ayo gibsmedats prompt
>>
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>>107417915
Are you really this retarded you can't be bothered to type up couple of sentences? eg. describe what you see in this image and write it down.
Fucking mongoloids.
You don't deserve my prompts.
>>
>>107417968
>he thought a worshipper of browns would be smart
ngmi
>>
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>>107417939
>"negroid, big milkers, looking at viewer"
>>
>>107417872
They use different llms..?
>>
>>107417968
lol
>>
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>>107417947
>1shaquina, nigga, we wuz, I ain't no time fow diss!
kek
>>
>>107417974
"Yes, I do hoard my semen, why?"
>>
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The fact ZiT got this popular so quick and people are already making anime loras is really promising, some known checkpoint merger will experiment soon
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It's really bad at doing Hitler.
A shame.
>>
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>>107417929
>>107417947
>>107417951
so this image wasn't made with z turbo image? was it made with sdxl photorealistic model?
>>107417926
i literally kept using joy caption for that yet i don't get same results with z turbo image. i don't believe the image was made with that model.
>>
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>>107417982
lul
>>
>>107417717
>>
>>107417989
I'm pretty sure they've removed Hitler from their database. I'm no history expert, but maybe the Chinese still hold a grudge against him because he allied himself with their sworn enemy, Japan.
>>
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hi i'm scam altman and im ruining the world with closed source and buying all the RAM!
>>
Can zit do padoru?
>>
>>107417490
>fix the seams
You could include a bit of the old image and outpaint the new one in the empty space, there would be no seams that way
>>
>>107417986
>checkpoint merger
hell yeah. more slop
>>
>>107418021
>Ghibli became the default face of all AI image gen models
Miyazaki rolling in his bed (soon to be grave)
>>
>>
>>107418034
Yes. That sounds right. You know what, I might play around with it.
>>
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>>107418043
Miyazaki is allways roling in his bed
>>
>>
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https://xcancel.com/LodestoneRock/status/1995665045838332148#m
Real shit?
>>
>>107418051
You can also make first person dungeon crawling backgrounds by genning based on depth maps. JUST make a simple 3D model of the corridor you need, turn it into a depth map and w'allah you can gen and the layout of the dungeon stays consistent with your 3D model
I actually tried that a while ago, it works well
>>
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Impressive that this can be done with ZiT turbo, can't imagine with Z base, we are so fucking back anime bros.
>>
>>107418024
not sure but use qwen edit 2509 with a base image and you can make infinite padoru variations, it's great for that.
>>
>>107418090
Do you have any example? I'm having a hard time visualizing what that looks like in practice.
>>
>>107418088
meaning?
>>
>>107417745
No, don't know either. It's just in principle if you teach a LoRA to gen images with high steps and CFG, I don't know how well it'll apply to low steps without CFG.
>>
>>107418021
How long can this jew get away with this scam ? He will never deliver AGI, it will eventually arrive (10-20 years from now) but it sure as hell won't be from him and 'Open'AI.
>>
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>>107418021
lmao I thought you were shitposting
https://futurism.com/the-byte/openai-o3-cost-per-query
>>
>>107415842
>generate nude with no loras
>inpaint the nipples and vagina with nude lora
I'm going to break my nutbladder. Please send help.
>>
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Can zit it gen the purest form of love yet?
>>
>>107417008
Who are you talking to?
>>
>>107418131
According to the cited chart, the o3 model scores about 8% better than a human on the benchmark (well, if you consider the people who do mechanical turk humans) but costs about 300-500x as much
>>
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>>107417008
>>
is there anything that can be done with zit loras producing that fried, flat look and killing adherence? Will more steps help?
>>
how do I use torch compile on z image in comfyui? is it not possible yet?
>>
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>>107418041
we need an anime shitmerge to rule them all because this is getting way too fast, anime loras won't stop getting uploaded
>>
>>107418200
a tune. not a merge
>>
>>107418138
>I'm going to break my nutbladder.
Goon riddance
>>
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>>107418009
i wish i could figure out the name of the original model that was used to generate that image. That image was too perfect but it seems to be very hard to replicate it.
>>
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>>107417860
funi

help a nigga out
>>
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starring 1girl, 1girl, and 1girl
>>
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>>107418117
nobody knows
>>
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>>107418251
based
>>
>>107418251
>Autistic Furies don't give a fuck about intellectual proprety rights
Say that to AstraliteHeart removd the artist tags and Lodestone did the same on Chroma since we have 0 artist tags in there as welle
>>
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>>107418221
>>
>>107418251
Furries are nothing but stupid faggots, look at bghira.
>>
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>>
should have gone with anonymous gooners, lesson learned
>>
>>107418251
>Furries are based actually
hmm let's see...
>bghira is reporting anyone doing shit that violate intellectual propreties and do NSFW
>lodestone has no artist tags on his chroma model
>the pony fucker bragged about the fact he did remove the artist tags
>>
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>>107418218
And (Me)!
>>
>>107418200
Be careful what you wish for. A horde of pajeets is already busy merging somewhere.
>>
>>107418293
this
fuck these retarded faggots
>>
>>107418218
reliable proof that men are monogamous by nature
>>
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>>107418278
>>
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Z still doesn't know what a centaur is...
>>
>>107418328
https://civitai.com/models/2128478/zit-and-flux-centaur?modelVersionId=2464601
>>
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>>107418328
>Z still doesn't know what a centaur is...
they know kek
>>
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>>107418328
...Except it does when not prompting for them.
>>
>>107418341
>canned response = they know
>>
>>107418293
>bghira
Not a furry, just retarded pos

>lodestone
AFAIK lodestone had nothing to do with the Chroma captioning, that was done by silvercoin, but he is a gay furry so the point stands

That said, both Chroma and Pony trained on tons of contemporary artist styles, they didn't caption the artist names though so while the model at large benefited from them, you can't select their styles for a prompt, which sucks.
>>
>>107418352
you think they haven't read this?
>>
>>107418341
Now attach the NoobAI artist list to them https://www.downloadmost.com/NoobAI-XL/danbooru-artist/
>>
>>107418354
>that was done by silvercoin, but he is a gay furry
lodestone is also a gay furry, what's up with the high correlation between bestiality and LGBT?? lol
>>
>>107418341
Damn he's thorough
>>
In order to use controlnets in cum ui, do I REALLY need to install some external nodepack? eg. this one: https://github.com/Fannovel16/comfyui_controlnet_aux?
Cum ui right click menu is useless because it's not organized any longer. It used to be back in 2023 lol...
>>
>>107418341
>model isnt trained on a bunch of cartoon slop
>results in the model being extremely good at realistic photgraphs
i've been saying this for years
>>
>>107418354
>they didn't caption the artist names though
Lodestone had occasional artist names in some of his captions in the evaluation dataset. If he removed them, he did it post v28.
>>
>>107418341
>Z make me an amateur photo of a centaur dabbing while a white woman is doing a korean heart gesture in a guillotine
why are furries like this
>>
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>>107418382
your theory doesn't work, it knows more anime slop than flux 1 yet flux is a slopped mess, they said on the paper they didn't train on synthetic data at all, that was the obvious thing to resolve slop
>>
>>107418354
>tfw still use Chroma and Pony models

I love these models, they are absolute chaos. I hope there's a Z image equivalent in the future or Chroma gets some kind of 4 step lora
>>
>>107418374
Fuck it, mediapipe doesn't support 3.14 python
this is so fucking horrible way of dealing with software
>>
>>107418428
or python 3.13
or torch above 2.8
or cuda over 12.9
>>
>>107418382
real data doesn't just mean real life photos, it means everything that's not AI sloppa. So yeah cartoons are in the data
>>
Should you stick to the default values of the wanvideonag for 2.2?
>>
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>>107418406
real realistic training has never been tried
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>>107418354
>Pony didn't caption the artist names
This anon doesn't know about the secret three-letter tags
>>
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>>107418382
It's been trained on a metric shitton of Corporate Memphis and children illustration, though. Whenever you break through the realistic floor using seed vatiation hacks, it's amateur photos for qwen, but it's Corporate Memphis and children books for Z.
>>
>>107418454
this, he knew the model learns shit better if you say the names of the artists, but he couldn't admit it so he tried to hide that shit lool
>>
>>107418465
That didn't happen with auraflow pony, though. That model simply didn't learn anything, and has instead forgotten what it learned under Simo.
>>
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>>107418326
>>
>>107418425
Well, despite what some claim, Z-Image IS censored, so if you want a Z-Image based model that does true NSFW then it will have to be a finetune (doubt loras will be enough, at least judging by the crappy NSFW loras that's been released so far).

I would like a Chroma style finetune of Base once it's out, it would be cheaper to train since it's not as heavily censored as Flux Schnell, and also doesn't have to be de-distilled.
>>
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>>107418477
>Z-Image IS censored
it's so uncensored it tries to put bare tits on any prompt with breast size in it
he simply doesn't have a lot of nsfw training data
>>
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i still don't get the obsession with uncensored. how many images of breasts do you really need?
>>
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>>107418498
Qwen does this, too, and yet it's universally recognized as censored.
>>
Holy fucking shit, what is it with kijai nodes OOMing? I had the 2nd to last update (not the recent one) and updated all of my nodes, not the workflow that worked last week which I didnt fucking touch OOOms. This is beyond retarded.
>>
Even with a descriptive yappy prompt I just can't get a centaur, just naked men on horses.
>>
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https://xcancel.com/wildmindai/status/1996220121900089378#m
noice
>>
>>107418512
>*now the workflow
I meant to put
>>
>>107418526
I knew they were compatible, I tried to use dype the first thing when it was released.
>>
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Wan2.2 is just unbeatable at anatomy... looks like a legit Metart photo.
>>
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>>107418512
>kijai nodes
>>
>>107418526
You can do this with built in ScaleROPE node, the infographic poster was doing it.
>>
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>>107418553
it's the same method?
>>
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does zit only know contemporary celebrities? I'm getting nothing on any comical pairings of action stars or comedians
>>
>>107418557
Depends.
>>
>>107418498
Nipples are botched, it doesn't know what a penis is, it doesn't know what sexual interactions are, it can generate a decent vagina once in a blue moon.

It's censored.
>>
>>107418558
https://www.reddit.com/r/StableDiffusion/comments/1p9m78k/humans_of_zimage_how_many_celebrities_can_you_fit/
>>
>>107418554
As a love guru, number 3 always works
>>
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Like my collage? If so, I'll use it for baking.
>>
>>107418502
I'll tell you how many images WITHOUT breasts I need: 0
>>
>>107418571
I don't like it.
>>
>>107418571
what thread?
>>
>>107418526
Nice, now every character is staring into the camera even more, even architecture is trying to stare directly into the camera
>>
>>107418567
>it doesn't know
This is different from being censored
>>
Wish me luck.
>>
>>107418571
No problem, though you left out other style of gens but sure, it's good to dedicate a thread to anime since this is an anime website
>>
>>107418596
if you censor the dataset so that it has no NSFW in there it is censorship
>>
>>107418498
Try to generate Xi Jinping as winnie the pooh, or cosplaying as pooh. Their research paper also flat out says it's censored against "harmful" content, so...
>>
>>107418596
Botched nipples means it's censored, there's no way you end up with those otherwise.
>>
Move when ready ^^
>>107418620

>>107418620

>>107418620
>>
>>107418628
I will never be ready
>>
>>107418117
Faster better learning



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