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Discussion of Free and Open Source Diffusion Models

Prev: >>108024366

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

>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
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
https://rentry.org/animanon
>>
ComfyUI won massively with Anima
>>
If it's anime it belongs to /adt/!
Repeat with me 3 times!

>If it's anime
belongs to /adt/!
>If it's anime
belongs to /adt/!
>If it's anime
belongs to /adt/!
>>
Prompting
The model is trained on Danbooru-style tags, natural language captions, and combinations of tags and captions.

is there a good comfyui node/addon like this one?

https://github.com/DominikDoom/a1111-sd-webui-tagcomplete
>>
>>108025727
https://github.com/pythongosssss/ComfyUI-Custom-Scripts
>>
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>>108025689
>>
>>108025697
Has this board always been this gay?
>>
>>108025739
that's not adhoc, fuck off
>>
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>>108025753
awful hands and what's that faucet lmao
>>
>>108025739
does it work with any node/text input?
>>
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>>108025746
>Has this board always been this gay?
used that as prompt, interesting
>>
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>>108025768
Yes.
>>
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>>108025741
Much grimdark. Thanks.
>>
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failed here
>>
>>108025697
dang, last thread was fire wasn't it?
>>
cozy breas
>>
>>108025779
proof?
>>
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>>108025802
a bit better
>>
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1girl bstaber
>>
>>108025830
alien slop
>>
>>108025739
how do you enable it? the node exists but it wont work
>>
>anima was announced in a quality-maintained threadnow we know what a blessed OP looks like
>>
does chroma work with danbooru tags?
>>
>>108025835
obsessed
it's a different kind of slop
>>
need a turbo lora for base. desperately
>>
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>>
>>108025854
which base
>>
>>108025863
chinese culture one
>>
wtf is anima

>>108025830
>bstaber
now thats an og pedo model
>>
>>108025843
stay mad
>>108025876
its in the op
>>
>>108025876
>wtf is anima
sdxl but slower
>>
>>108025839
https://github.com/newtextdoc1111/ComfyUI-Autocomplete-Plus

this is another one
>>
>>108025876
illustrious 2.0
>>
>>108025893
where the fuck has this been it looks so much better than the other one
>>
>>108025900
also I used a note node and it works fine, was a diff node where it wasnt working
>>
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>>108025876
>>108025878
redundant snca model nobody asked for is in the op now
>>
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see, now it works
>>
>>108025947
how do you know those tags?
>>
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>>
>>108025960
I dont, it autocompletes the related booru tag as it's trained with booru models

or are you that schizo anon who spams threads because he is bored
>>
>tdrussell now in the OP twice
how does he do it
>>
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>>
>>108025984
qrd
>>
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masterpiece, best quality, frieren, white bikini, beach, ocean
>detail even on the cheeks
im impressed
>>
>>108025991
look at who made all the commits on the Anima huggingface
>>
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>>
>>108025996
100% you put some tag for those disgusting fetish armpits
>>
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>>108026015
nope, actually didnt use a single armpit tag.
>>
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>>108025988
>>108026010
>>108025741
neat
>>108026012
I still don't know who that is or what xe did or why xe matters but I've seen xer 100 times at this point
>>
>>108026036
liar look at >>108026042
>>
>>108025996
>>108026036
>>108026042
butiful fried noob v-pred gens
>>
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>>108026047
sure buddy
>>
Blessed thread of frenship
>>
>Release NAI 4.5
>It's years ahead of local
>Can take it easy for a while
>*A few months pass*
>It's already equaled by localfags
Where were you when NAI was kill?
>>
undress lora
https://civitai.com/models/2354759/undress-klein9b?modelVersionId=2648383
>>
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>>108026051
beautiful fried Anima gens, actually
>>
>>108026080
>Trained specifically for Klein9b editing on 300 image pairs
interesting. did you make this? something tells me this was trained on artificial data
>>
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>>108026057
what the fuck does that even mean lmao
>>108026070
I'm kind of surprised they're even still around
>>
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flux klein more useful than ever today
>>
>>108026070
>It's already equaled by localfags
I don't think it's equaled quite yet, but it will probably be kill when Anima finishes training and starts getting loras / finetunes.
If I was NovelAI I'd be sweating unless v5 is real good
>>
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>>108025697
Genie 3 is cool, but definitely still has some issues. Pic is something I made from flux 1 shortly after it came out, it gradually loses the art style and devolves into just a 3d render. Wonder when we will get an actual open source equivalent.

https://files.catbox.moe/7jzp3i.mp4
>>
>>108026105
they are training their next model on klein 4b, anima won't come even close
>>
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>>108026103
>>
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LMAO

the man in image1 and the character in image2 are shaking hands.

image2 is the happy merchant.
>>
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>>108026137
>>
>>108026114
https://litter.catbox.moe/nn6ha5nnhux1gol7.mp4
>>
>>108026080
Nice, this works.
>>108026096
>artificial data
Countless on/off threads to make a similar lora but for keeping the exact same composition no shit it'd have to be synthetic.
>>
>>108026080
yeah that nigga's gonna get b&
>>
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there we go.

the man in image1 and the cartoon character in image2 are shaking hands. keep the appearance of the character in image2 the same.
>>
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>>
If Klein was half as bad as Z-image turned out, we'd be having non-stop threads clowning on it for being a failure.

I don't know why Z keeps getting this magical pass to be aggressively mediocre.
>>
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>>
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>>108026102
???
>>
Both klein and Z are good and muh model vs muh model fags should be publicly gutted on the town square
>>
>>108026168
>no shit it'd have to be synthetic.
if it's trained on images where someone simply inpainted unrelated nude bodies on clothed women it's honestly pointless. you can already do that with klein with better results using reference images.
>>
>>108026195
>I don't know why Z keeps getting this magical pass to be aggressively mediocre.

Shiller's remorse
>>
>>108026195
It was the last thing chinkshills had in them and they fumbled it. They spent over a year trying to convince people that their hunyuan hidream slop was the next big base. They finally pulled off the big trick with Turbo but behind the mask was just another bloated underperforming chinese arch
>>
>>108026070
Equaled? By what???
>>
>>108026195
z turbo is amazing for the size and is fast. base is a training model primarily. use turbo for gens.

same with klein. 9b distilled is better than base (slower).
>>
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>>
>>108026269
i gave you the idea for this image
>>
>>108026250
where is this base you speak of?
>>
>>108026269
>4 horns
>4 fingers
>random purple thing
>random bat looking thing
>fucked up dress on left leg
lol sdxl is still better
>>
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>>
>>108026311
>left hand on right arm
>>
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>>
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>>108026322
>4 fingers
>4 legs
>>
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>>
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>>108026213
>>108026333
I'm just gonna ask one of the sdg posters who this is
>>
>>108026269
>>108026311
>running a model that explicitly only supports 1MP resolution at much higher resolutions
I shiggy diggy
>>
>>108026346
they are losers alright
>>
>>108026343
its my selfie, problem?
>>
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>>108026057
>>
you can tell a model is good because the shitposter tries its hardest to derail discussion
>>
>>108026356
Alright I get it I'll stop asking
>>
>>108026358
your stupid lora made him into a granny fuck you racist
>>
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>>
>>108026385
can you make the car give birth
>>
>>108026250
>z turbo is amazing for the size and is fast. base is a training model primarily. use turbo for gens.

Why are you explaining this to me like a child who doesn't know what the models are for? I know. Even then I am disappointed.
>>
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Can someone please edit hair into me?
>>
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>>
>>108026400
Man this would be a fun LoRA. A fuck my shit up LoRA that just ruins people's hairlines.
>>
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>Can someone please edit hair into me?
>>
>>108026429
>beard is made of beard, hair and ... velcro?
>>
>>108026400
this is why I take estrogen
>>
>>108026457
do you?
>>
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>>108026080
>>
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>>108026400
>>
>>108026525
thanks, can you comb my hair too?
>>
>>108026460
yes I inject it once per week
I have soft skin and I won't go bald
>>
>>108026532
>I have soft skin
proof?
>>
>>108026525
>still thinning
>>
>>108026371
that wasn't a granny?
>>
>>108026525
prompt?
>>
>>108026533
sorry my guy I have a boyfriend
>>
>>108026539
i used paint
>>
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Okay "Julien" is just allegedly Ani's name and that picture is allegedly him.
>>
>>108026540
evidence?
>>
>>108026542
can you make this thing give birth
>>
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>>
>>108026429
the anything to real lora does not do well with basedjak beards
>>
>>108026549
why are you stealing from other people?
>>
>>108026552
great artists steal
>>
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>>
>>108026558
no we don't
>>
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>>108026543
I don't wanna share that here
>>
>>108026561
that's your boyfriend? you know that's illegal right?
>>
Friends from /adt/ are welcome here.
>>
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>>108026569
No that's a random cat image that mirrors my reaction to your proof request
>>
>>108026561
prompt?
>>
>>108026220
Yea, but if you went the other way (put clothes on nude photos), it could work very well.
>>
>>108026542
>allegedly
my sweet summer child
>>
I have been interested in befriending beavers since about the age of 13 or so. Can someone gen me hugging a beaver?
>>
>>108026573
sounds like a lie, why are you doing this?
>>
>>108026586
please don't bait me into responding to you anymore >.<
>>
>>108026577
>put clothes on nude photos
Sounds fuckin hot breh
>>
>>108026599
whatever, stop trolling
>>
>>108026603
who am i trolling?
i just wanted to say that i'm glad i'm not balding like that anon
the image unsettled me in deep ways
>>
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Hands and eyes are still shit but I guess it does seems promising, and better than illust so far for multiple characters and prompt adherence, not by much, but the final model should be a good step up from illust
>>
>>108026623
>not by much
I find that impossible, the model with a llm as text encoder are always much more capable than sdxl
>>
ltx-2 on comfy sucks. Can't even do first and last frames.
>>
>>108026654
It can, use KJ nodes he has a bunch of stuff for it. I like his inplace nodes since you can add the 2nd frame at any frame, but I think Addguide should also work.
>>
>>108026632
It might just be because I prompt like shit then, I tried to prompt more complicated stuff like dynamic poses with left/right positioning and 4-6 characters and couldn't do it without hard fuck ups. That's what I mean by much.
obviously even as it is it's still better than sdxl, I might use it as main for anime stuff if the final epoch can at least give me a bit better hands
>>
base finetune where
>>
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>>108025753
>>
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>>108026400
>>
>>108026667
its being trained with tags only, that kind of stuff will only be known by carrying over from the base model, but now that you mention it I wonder if this will be a problem, booru tags dont specify which character has which feature, lets see how this goes
>>
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>>108025996
I'm impressed.
>>
>>108025860
Sir this is a violation of our spaghetti policy
>>
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>>108026684
>>
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>>108026311
>>
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Wait, I can do better.
>>
Can't believe the Z hype lasted a week and is already replaced by something else
This is a merciless market
>>
>>108026741
Two days ago I said Z img will be forgotten by next week.

Well well well.
>>
>>108026662
>no workflows
>no docs
>>
>>108026753
It's literally like one node lol. Man people need workflows for every little shit
>>
>>108026747
How the hell did you do that? That's insane, two days ago?? Like come on, there must be some trick
>>
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>>
This anima model is ass
>>
>>108026741
there's a new model?
>>
So are these parameters in the default z-base comfy workflow good? Is there a different meta for cfg/sampler/scheduler etc?
>>
>>108026765
prove it
>>
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>>108026654
it does suck but for other reasons
>>
>>108026774
i like euler_cfg_pp, beta, CFG: 0.5
if im doing something non realistic i turn the flow down to 1
>>
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>>108026741
> Z hype lasted a week
it was actually 2 months. too bad hype can't sustain a failed release
>>
>>108026777
Does that intense keyframe animation work? That seems like overdoing it
>>
>>108026784
Funny, we'd probably still be drum rolling over it if it hadn't released yet
>>
>>108026774
>>108026780
oh and 50 steps
>>
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>>108026758
I ran the one node and it didn't do anything.
>>
>>108026789
It's only 16 frames. Across a 20 second video, it keeps everything consistent and stops things from descending into weird ltx2 body horror weirdness.

I create a vid using wan with svi and then send the frames to ltx to add sound. The loras, video quality and adherence is so much better on wan.

You can play with the strength of the frames, giving ltx more room to do its thing
>>
>>108026777
what a convoluted bunch of bullshit. I'll just stick to wan2gp
>>
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>>108026808
That make sense, using ltx to just fill in the gaps and add sound. Thanks for the breakdown
>>
>>108026833
Bazz didn't deserve concord
>>
>https://huggingface.co/lodestones/Chroma2-Kaleidoscope
can this edit image?
>>
Why did he not call it "Kroma"? Idiot.
>>
>>108026856
just use klein 9b Q8, it's good
>>
>>108026741
i was hoping they expanded the dataset a lot if they were training for so long but it felt like the same shit except less stable and somehow less able to do nsfw
>>
>>108026863
it doesn't gen pussy
>>
>>108026864
Why lie tho
>>
>>108026860
that's perfect, lode is a dumbass
>>
>>108026873
ur free to prove me wrong
>>
>>108026856
It's still early in the training.
The answer can be yes when it is done training, although this being a lodestone work, it is very possible that he will fry the edit capabilities, alongside other insignificant minor considerations like the fundamental anatomy knowledge and logical coherency of the model.
Might also be possible to reclaim it with relatively minimal finetuning effort, since the model already knew how to do edit before getting the chroma treatment.
>>
>>108026891
you made the claim
>>
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>>108025996
Man, is that how you anime guys prompt? That's almost total RNG.
>>
>>108026896
i said how i felt, u made a claim that im lying
>>
>>108026912
u made the original claim that base has less knowledge than turbo which is simply incorrect lol
>>
>>108026920
ok show me base gen with bare tits
>>
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time to die epstein kun:
>>
>>108026928
>do my work for me
nah either youre trolling or you werent ITT the day it released
>>
>>108026942
i accept your concession
>>
>108026928
>knowledge boils down to booba
>excluding the fact that base can also do booba
Profound retardation or trolling?
>>
>>108026948
probably trolling
>>
File: ComfyUI_00269_.png (1.72 MB, 1216x832)
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>>
>>108026952
Should be a diaper
>>
>>108026952
>>108026959
lel
>>
>>108026948
instead of this passive aggressive faggotry you can show me and i will say i was wrong, when i tried it just gave body horrors
>>
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>>108025876
pretty good anime/3d/nsfw/... finetune on a previously not much used model type.

i do quite like it, of course you sometimes see what it was trained on but it's not bad
>>
z image for t2i and klein for editing is the meta desu
>>
>>108026989
Pretty much no idea what this tribalry shit is about
>>
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>>
>>108026928
>>108026969
>do the work to prove my claim for me
Why?
>>
>>108026994
You would know if you ever genned anything.
>>
>>108026997
you've done him
>>
>>108026997
Ok
>>
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>>108026758
>it's just one node bro
>trust me bro
>>
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>>108026907
>>
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>>
>>108027005
The fuck you doing lol just replace the inplace node for regular i2v with the KJ one and load the last frame image and plug that in as the last frame. Goddamn everything is rocket science to you mfs
>>
File: 1741872079551828.png (1.51 MB, 816x1264)
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the girl in image1 is using the pose of the man in image2.

miku ball run:
>>
>>108026969
>Photo of a pretty European woman. She is 21 years old. She has long straight black hair. She is looking at the camera with a gentle smile. She is topless, she doesn't wear anything above her waist. She has large saggy breasts. She is fit and healthy. She wears a blue jeans. The photo focuses on her upper body. Indoors warm afternoon photo. She is standing.
Analog photo shot with Kodak camera.
https://litter.catbox.moe/bya244ecg1oztp9i.jpg
>>
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>>108027021
>The fuck you doing
...I don't know
>>
>>108027038
>European
>>
REE ACTUALLY ANIMA IS BAD, ONLY Z IMAGE CAN HAVE ATTENTION NOW REEE, YOU MUST ENJOY AND ACCEPT OUR DOGSHIT ENGRISH CAPTIONING OF EVERY MODEL WE MAKE AND RIDICULOUS CULTURAL BIASES REEEE [insert string of Chinese characters here]
>>
>>108027046
nah i'm good, i went like 10 minutes
>>
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>thinking anything will ever surpass illustrious
>>
>>108027046
The points is that it understands boobs. At times better than the base since they don't always have that weird ring nipples thing.
>>
>>108026879
>dude makes models cause he's a chill autist who just really likes training
>only puts money back into more training of stuff he releases for free always
>4chin: here's why he's bad
>>
>>108027053
I know vPred color burn due to shitty prompta when I see it.
>>
>>108027053
NetaYume already surpassed it for people who speak English natively at all lmao
>>
File: 1751470528854441.png (1.98 MB, 1360x768)
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>>
>>108027062
>>108027065
I actually forgot VAE for that one but you got the joke at least so good job
>>
File: 1739605627313141.png (3.57 MB, 1280x1600)
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>>
>>108026572
neat
>>
>>108027097
thx
>>
>>108027079
mfs were really straight face claiming fried shit like that was "good" with noob vpre and such when it came out
>>
>>108027108
calm down anima still has a bit to go dont get so cocky just yet
>>
>>108027108
all Lain gens are good
to be fair
>>
>>108027106
Thank you for saying thanks.
>>
z image has a horrible sameface issue
>>
>>108027122
>>108027106
>>108027097
>>108026572
>>108026525
Samefag
>>
>>108027079
>I actually forgot VAE
How does an output successfully generate without a VAE
>>
File: hf6.png (1.37 MB, 880x1184)
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>>>108027122
>>>108027106
>>>108027097(You)
>>>108026572
>>>108026525
>Samefag
>>
File: ComfyUI_41550_.png (1.16 MB, 1024x1024)
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This model is pretty good.
>>
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>>
>108027130
lol missed me again
>>
>>108027152
Is ace step ready to go yet?
>>
>>108027038
i was wrong, i think i fucked something up when i set it up the first time
>>
did something new come out?
>>
File: z-image_00016_.png (1.67 MB, 832x1216)
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Another thing is that z-base seems willing to do larger booba, unlike turbo.
>>
>>108027168
yes xister,

>Anima
https://huggingface.co/circlestone-labs/Anima
>>
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>>108027152
some of the biggest fluffy ears yet
>>
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>>108027161
Yes
>>
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>>
>>108027152
well of course you'd say that
>>
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>>108027152
thanks for the ad
>>108027158
I love you nucaca
>>
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>>
File: 886.png (2.11 MB, 1024x1024)
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>ksampler only accepts 1 decimal point
ok?
>>
the ltx2 video extend workflows are hilarious. frame load cap was at 73, anything after follows your prompt.

https://files.catbox.moe/v94516.mp4
>>
>>108027210
>your prompt
That's not my prompt, chat.
>>
File: ComfyUI_41610_.png (1.02 MB, 1024x1024)
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>>
File: z-image_00018_.png (1.77 MB, 832x1216)
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>>108027165
All good.
I was certain you were trolling though lol.
>>
>>108027222
too cute
>>
>>108027152
What are the plans for the future of the model? 1024 sounds expensive even for small model like cosmos.
>>
File: df4.png (1.67 MB, 1760x2336)
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Elden Slop
>>
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>>
https://files.catbox.moe/y9idlp.mp4
>>
>>108027152
I hate you but just this once I'll love you, thanks for the model
>>
>>108026997
Actually, it is the people who never gen anything and never does anything with their life that shitposts in this thread about which model is better. It is very obvious, in fact.
>>
>>108027268
tea party coded
>>
chat is this real?

https://files.catbox.moe/t1u4wu.mp4
>>
>>108027178
beuno. Thank you.
>>
File: ComfyUI_temp_utcfh_00070_.png (1.3 MB, 1024x1024)
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anima is alright
>>
>>108027301
Yeah I filmed that
>>
Fresh when ready

>>108027322
>>108027322
>>108027322
>>
>>108027152
Can you share ETA of anima final release?
>>
>>108027323
>4 threads not at bump limit
bravo, retard
>>
File: 9449.png (1.07 MB, 1024x1024)
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>>108027332
be patient we have autism
>>
>>108027345
put this in the kinollage
>>
>>108027116
didn't say otherwise, mostly just that hacked-on VPred on XL was a meme relative to the proper implementation of it on like SD 2.0 even lol
>>
File: 542482325.png (2.18 MB, 1024x1024)
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>>
File: 1339119.png (1.78 MB, 1024x1024)
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>>
>>108027410
>>108027450
These are nice styles.
>>
File: 813.png (1.89 MB, 1024x1024)
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sleep time, see yall tomorrow
>>
>>108027311
prompt?
>>
>>108027493
https://files.catbox.moe/hku3ut.png
>>
>>108027504
ty anon ty
>>
hello?
>>
>>108027858
hello!
>>
be not afraid (blood machine)
https://suno.com/s/9Y4JovWrWeG3GDlv
https://youtu.be/mRvUGFwHZZA
>>
>>108028901
i made this
>>
>>108028992
how could i forget?
>>
>>108027152
pic unrelated?
>>
>>108029455
drag him king
>>
>>108029500
lumi is my wife
>>
>>108029509
we all have problems, pal. get over it
>>
>>108029520
you are such a tsundere :3
>>
how do I tard wrangle gwen image edit into keeping the style of the original image 100%?
>>
>>108029541
i forgot
>>
>>108029541
Use that custom node that allows you to choose what the input image is resized too, comfy's own downscaling was too much and that what fucks it up.
>>
>>108029572
I mean like it replacing original style and art with generic AI looking shit. Sometimes it keeps the original style so consistent without effort it feels like we live in the future. Then you spend 2 hours trying to get one half convincing edit and realize this is actually hell on earth.
>>
>>108029622
See the example in the video https://github.com/BigStationW/ComfyUi-TextEncodeEditAdvanced if that's what you're talking about. Although this might have been fixed in Comfy, the reference workflow for Klein includes manual rescaling of the input image for conditioning, so possibly it doesn't downscale to shit now. Gotta check the changelog to be sure, or test with this nodepack vs without.
>>
>>108029660
I have to look into this, thanks. Editing existing images is so much more fun than generating new ones it's unreal
>>
fuck
>>
off
>>
niggers
>>
it's over
>>
>>108029660
virus
>>
kek



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