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Layered Edition

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

Prev: >>107597478

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/kohya-ss/sd-scripts
https://github.com/tdrussell/diffusion-pipe

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

>WanX
https://github.com/Wan-Video/Wan2.2
https://comfyanonymous.github.io/ComfyUI_examples/wan22/

>NetaYume
https://civitai.com/models/1790792?modelVersionId=2485296
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
https://rentry.org/animanon
>>
Blessed thread of frenship
>>
Blessed thread of frenship
>>
good collage
>>
>>107604413
>>107604491
wait so does that mean captions for z loras dont actually matter and ive wasted my time recaptioning my shit
>>
>>107604529
I'm also curious about this.
>>
>>107604529
>>107604541
i've never captioned a single zimg lora
>>
How do I get some of the samplers Reforge has over to Forge Neo? I want to try ER SDE but I'm too dumb to figure out how to get it
>>
>>107604550
but ive never NOT captioned a z lora so how do we know with absolute certainty...
>>
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>>107604569
cool style, also interesting it genned an artist signature.
>>
>>107604529
That's NOT what that means at all lol, your captions are still conditioning the model weights. Training the TE (at least when it was CLIP, specifically, again) tended to improve overall results on SD 1.5 / SDXL versus not doing it (which was also always possible there too) but it was never 100% necessary or the only purpose of your captions.
>>
>>107604580
oh ok thanks for clarifying
>>
>>107604580
wtf i thought the unet was only affected by images and not captions. fuck im retarded.
>>
>>107604541
>>107604550
I'm kinda retarded too, but even if the text encoder is frozen (you're not training it) the diffusion model still learns how to respond to those text embeddings when generating images based on the captions.

That said, when training a character LoRA I also don't caption it beyond a unique activation tag.
>>
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>>107604575
Thanks, it's cuz instead of properly cleaning the dataset I just cropped it to 512x512px hoping it would cut out the signatures, but some must've snuck in.
>>
>>107604608
i'd love that lora if you want to share. probably getting up from my pc soon so thank you in advance anon
>>
>>107604615
sent :)
>>
>>107604557
Minimally captioned or no-captioned loras have universally terrible compatibility with other loras I find and are way harder to use even alone, since you have no way of directly controlling them at all beyond adjusting the inference strength in ComfyUI.

I personally just use the exact same setup with jailbroken Gemini Pro to have it output a super accurate NLP prompt in a particular format that makes sure it gets all text and stuff too, for everything these days.
>>
uuuooohhh the genners are harassing the devs rape correction needed
>>
>>107604632
>rape correction
I volunteer to go first
>>
>So here is my beach background lora, you can use it by prompting for b34chMadebyretard6969
What I hate the most are people using keyword loras in natural language models.
They break the basic understanding of anything from the model by inventing bullshit words.
>>
>>107604638
good luck try not to get AIDS
>>
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anyone tried this layer shit yet? any good?
>>
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>>107604648
>b34chMadebyretard6969
is there actually zero point in using that?
>>
>>107604700
Oh, Ryo Saeba, nostalgic.
>>
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poor jerry, HF devs probably all gone for xmas holidays now and gonna ignore his PR until january
>>
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>>
if this new qwen edit isn't better for realism/skin detail i'm going to fucking kill myself
>>
>>107604780
>gen with qwen
>i2i at low denoise with Z
I fail to see a problem here
>>
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>>
Blessed thread of what?
>>
>>107604742
>HF devs probably all gone for xmas holidays now and gonna ignore his PR until january
bruh, them ignoring the most anticipated model ever would be such a dumb move
>>
>>107604895
schizophrenia meds
>>
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>>107604714
Hell yeah brother!
>>
>>107604901
I don't think it's THAT anticipated for non-trainers
>>
>>107604954
there's a lotta trainers, more than you think.
>>
>>107604954
there's a lot of lora sloppers though kek
>>
>>107604551
Bls respond
>>
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>>
z-image is cool can it do oppai loli
>>
I really love ldg and all the genners in this thread every one is unique in their own way and it makes me happy to see your images anon I love you
>>
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>>107605060
then why do you schizo out all the time over some rentries?
>>
>>
>>107605060
based
>>
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>>107605060
now please say this again without your hand halfway down your pants
>>
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>>107605093
answer the question >>107605074
>>
>>107605052
proofs?
>>
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>>107605052
There are age slider and boob slider loras on civit
>>
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>>107605146
Hmm..
>>
>>107605074
You mean the anon who got nuked from obit a couple days ago? That wasn't me
>>
>>107605146
>age slider
The one I use is useless, there are others?

>boob slider
This one works well.
>>
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>>
>>107605065
You need to add XYZ somewhere in the image
>>
>>107605159
you were banned today
>>
>>107605065
>>107605170
based city hunter enjoyer
>>
>>107605184
Nope
>>
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>>107605146
fake news, there are no age loras
>>
>>107605212
Did it get deleted? Can't look it up rn. There was something like "damn age slider"
>>
>>107605212
CREEPY ANON, WE CALL HIM CREEPY ANON THAT'S WHAT WE CALL HIM THAT'S OKAY.
DOESN'T EVEN KNOW WHAT THE HELL IS GOING ON.

yeah of course civitai deletes them the microsecond they go up. I have one that's just called maturity.safetensors, will test it in a bit because i forget.

>>107605228
it's still up, because it's shit.
>>
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>>107605146
might as well try it out. i just use a NAI finetune

>>107605212
>>107605228
no he's right, i just looked up "age slider" on civit with zit as the filter
>>
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>>
ah here it is, i grabbed this before it got shoah'd.

https://civitaiarchive.com/models/2210191?modelVersionId=2488374
>>
>>107605232
>it's still up, because it's shit.
There is another one, which is shit too.
>>
>>107605274
it's still available, it's not good either
https://civitai.com/models/2210191/age-slider-zit
>>
>>107605245
I mean, you don't really need an age slider in Z-Image. It can do it on its own.
>>
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>>107605185
>>107605176
>>
>>107605290
NTA but I want consistent time lapses, locking the seed and changing the lora weight
>>
how do people make these slider loras? it's pretty cool
https://civitai.com/models/2233815/vegetation-slider
>>
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>>107605324
oh hey that's pretty sick
>>
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>>
>>107605342
why did she pour boiling oil on her skull? bitch watched too much oneyplays.
>>
alright so to answer the query from earlier, this is a good breast slider, no need for age slider.

https://civitai.com/models/2230417/zit-breast-slider
>>
>>107605358
yeah it's the best out of the ones I tried
>>
>>107605287
>Model not available with current settings
>This model is hidden when adult content filters are on. Disable X/XXX to view it.
What the fuck are these filters? Why would you hide stuff because adult content is enabled? Never seen a website do something so retarded before
>>
>>107605375
>Never seen a website do something so retarded before
average reaction to 99% of site changes to civitai since the summer. They've been trying to find a way to crater NSFW on the site in the most obtuse ways you couldn't possibly imagine.

including banning popular creators like picrel
>>
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>>107605350
to assert her dominance
>>
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I'm "creating" a barebones tag elimination "game" that aims to make removing bogus tags from datasets less dumb and gay. Before I waste my time further, are there any existing programs that already do this but better?
>>
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>>107605287
>>107605290
You're not genning anything illegal right, bros?
>>
>>107605375
yeah it's such a bizarre idea

>>107605384
he was back last I checked, he reuploaded some of his loras
>>
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Does Chroma spark still handle fictional characters? I can tell Base to gen Geralt of Rivia or Charizard and it works.
>>
>>107605401
you mean like PROMOTING ANOREXIA?
>>
>>107605419
funny since the anorexia look is mainstream again on social media it's like i'm getting flashbacks from the early 00s
>>
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https://www.reddit.com/r/StableDiffusion/comments/1pqt921/release_comfyuisharp_monocular_3dgs_under_1/

https://github.com/PozzettiAndrea/ComfyUI-Sharp
https://github.com/PozzettiAndrea/ComfyUI-Sharp
https://github.com/PozzettiAndrea/ComfyUI-Sharp
>>
>>107605426
I'm a bit annoyed as it's either "MORBIDLY OBESE IS BEAUTIFUL" or "SKELETONS LOOK", I want that healthy nice looking range man
>>
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>lora about nice deep cleavage
>seems to also randomly change the girl
is lora some kind of lost art or something
>>
>>107605436
demonstrate it with a gen like this:
>>107605401
>>
>>107605451
only works with furniture
>>
>>107605449
try prompting a woman's name. Sheryl Montana.
>>
>>107605451
i have 2000 images queued on one gpu and lora training on another
>>
>>107605457
>https://github.com/PozzettiAndrea/ComfyUI-Sharp
Women are furniture. I know this from the Talmud.
>>
>>107605449
most lora trainers put zero effort into the dataset and labeling and just go for clout
also training a turbo distilled model it's a miracle it's even possible, i wouldn't expect good results regardless
>>
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>among all the boob slider loras, there are only two that are ok
>but both only give moderate gains before they start making body horrors
>use them both at max trained strength
>it works
Perfect
>>
>>107605449
many creators are chinese, and use chinese datasets for their loras
>>
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>>107605401
i would never. das illegaaaahl
>>
>>107605473
beeeeeeecaaaaaauuuuuuseee itttttts nott justtttttt distillleeeed theresss a loooraaa dedistilll adapteeeeeeer NIGEEEEEEEER
https://huggingface.co/ostris/zimage_turbo_training_adapter
>>
>>107605488
i'm not a retard i'm well aware of the adapter ostris trained, but in the end it's a hack that miraculously works as well as it does, which is far from perfect
>>
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>>107605473
>it's a miracle it's even possible
I love miracles
https://civitai.com/models/2212718/zit-feet
>>
>>107605464
okies, installing, I'll try.
>>
>>107605494
so all loras are a "hack" and the models using them arent really doing anything special, its still basically gonna behave like a base model no matter the lora you apply

"everything is a hack because my argument would collapse otherwise since i cant admit that saying that the training is happening on a distilled model is wrong"
>>
>>107605507
>[!] Downloading pyvista
ahhhhh
>>
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>>107605401
is this illegal?
>>
>>107605531
ahhh the shit is broken, like all comfyui stupid shit

> [CuMesh] Source build failed:
ib/python3.12/site-packages/setuptools/_distutils/command/build_ext.py", line 368, in run
self.build_extensions()
>>
>>107605537
do not redeeEEm
>>
>>107605550
(this happened trying to install the geometrynodes thing)

I did nightly, maybe I need to back up a version.
>>
i'm just now starting to venture into the uncanny valley with ZiT, very curious what lies beneath that chinkoid dataset they trained on.
Boy i've got the spooks.
>>
>>107605449
This is the exact kind of shit that happens when you undercaption a lora
>>
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>>107605570
[SHARP] Processing 1 image(s)
[SHARP] Image size: 1536x1024
[SHARP] Running inference on image 1/1...
[SHARP] Cache miss - running encoder (this is the slow part)...
>>
>>107605579
is that an uncond gen?
>>
>>107605611
i don't use any of the snake oil node setups if that's what you're asking. It's just ZiT at cfg 1, res 2m beta57.
>>
>>107605537
think of the advertisers...
>>
cumesh lmao cum esh, is it necessary? It's failing to detect the wheel, the retarded comfyui jeetware.
>>
>>107605644
>your brain on installing dependencies
many such cases!
>>
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>>107605436
cool idea, but comfyui is basically trash.

SHARP Predict (Image to PLY)

causes lockups and eventually crashes my window manager. It's not a vram issue, vram isn't even half used.
>>
>>107605648
it doesn't matter, I can't get the jeet trash to work anyway, I'm sure they've included lots of bugs.

cool idea, it's trash.
>>
SHARP, which is trash, and geometry pack, have been disabled lmao

what a pile of garbage comfyui is wow.
>>
Anyone tried the new manager? Usable or jeeted?
>>
hehehe

he wants to know if things IMPROVE
>>
so what are the best settings for an img2img workflow for zit? denoise higher than like 0.2 always seems to change too much and add more grain than make anything more realistic.
>>
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50 iteration dog. Because I love you, my fellow white people.
>>
>>107605734
don't use gaysampler (ksampler). it's garbage.
>>
>>107605788
so what non-gay sampler should i be using?
>>
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If I do a comfy snapshot and switch to the new nodes and manager, can you switch back, or do you need to install a separate branch for this?
>>
>>107605788
also curious. all i know about is maybe custom, clownshark and kkksampler
>>
>>107605814
I think you can make it work with the right switching of venvs but you are better off just using separate copies of Comfy + custom nodes unless your install is mega bloated.
>>
>>107605579
Neat.
>>
>>107605815
>>107605788
CustomSampler is a super basic node. You actually connect the real sampler to it.

right now I'm using samplerER_SDE with it. You also supply sigmas. for that, I'm presently using BetaSamplingScheduler

there are a zillion wfs out there using CustomSampler, & variants.

Use SigmasPreview to see what your sigmas actually are. you don't have to connect the right side to previewimage, it will have its own little image.
>>
>>107604529
Yes, you've wasted your time. Even if you captioned your z lora datasets, you would still have minimal control over them. It's the same as adding noise to your lora. You test this yourself by setting clip strength to 0 versus 1 in the load loader node and using the same seed for the gen. The results are the exact same.
>>
>>107605867
>Use SigmasPreview to see what your sigmas actually are.
Ngl nigga, I doubt people here understand what the sigma graph even means
>>
>>107605867
thanks. i was using this earlier on but it seemed to be placebo.
>>
>>107605624
I asked if that was a promptless gen
>>
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>>107605882
Wat
Nothing you just said makes sense

The CLIP strength does nothing because there is no CLIP component, we discussed this earlier, it makes more sense to use LoraLoaderModelOnly with Flux / SD 3.5 / Z / Qwen / etc.

Training Z without captions has the same downsides as it did on every other model ever.
>>
>>107605916
Oy migu Vey!
>>
>>107605896
Fuck you yes I do
>>
>>107605916
What a nice jewish guy helping his boyfriend while he's studying.
>>
>>107605896
>sampling distribution is hard to understand
this is why low iq retards shouldnt be allowed here
>>
>>107605814
It's easier to tarball your current shit
You should also use external directory for 'models' and just link it inside the cum ui directory
Helps to avoid unnecessary bullshit
>>
>>107605941
>The CLIP strength does nothing because there is no CLIP component

I'm a different anon. Clip strength does nothing because the text encoder isn't trained. If the text encoder is trained, then your prompt will have an effect on how the lora is applied.

You can actually train one of text encoders for Flux, the L Clip.
>>
>>107605882
I dont think it works like this
>>
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>get a new 5070 GPU from RMA since old 4070TI fucking died
>try to train a lora like I did daily on the 4070TI
>instead of the usual one hour, it say it'll take 2 hours and 20 minutes
>Same settings, same checkpoint, same lora trainer (LoRA easy training scripts) but suddenly 2x as long training time

Am I missing something here, or are the new cards just fucking retarded and the AI Training world hasn't yet adjusted onto the 50 series cards after almost a year.
>>
>>107606148
You just told me the same thing I said as to the non-training of basically everything past SD 1.5 / SDXL as far as TEs go lol, again we discussed this earlier in the thread
>>
Sup fellas, I haven't been here in like a month
Did Zmage base drop yet?
>>
>>107606200
doubling the time is typical of when you're not entirely loaded into vram.
>>
>>107606219
:^)
>>
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just bought a dgx spark and i have no idea what to do with it. any suggestions? tried installing a1111 but it's fuckey and doesn't wanna load cuda modules
>>
>>107606197
Prove it then. I haven't seen anyone actually do a detailed comparison between a lora trained with and without captioning with the text encoder not trained in both cases.
>>
>>107606219
2 more weeks
>>
>>107606265
Why would it not fully load into the vram? It's the same amount as the previous GPU (12gigs) unless something fucking retarded is going on
>>
>>107606297
>dgx spark
>>
>>107606321
well, is it?
>>
>>107606297
one of the most useful things you can do with a spark is to sell it to the kind of sucker who'd buy a spark, good luck
>>
>>107606300
They did them for sure on SD 1.5 and SDXL where CLIP was the only encoder and training it was actually a thing for loras
>>
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>skin detail gone
>braaaaap acquired
>>
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>>
>>107606325
thermals can be fixed, already got new paste on it and haven't had it crash.

>>107606340
what can i say, i like the formfactor
>>
>>107606364
ok cool. Good to know. Do you like it? I can't afford anything that crazy.
>>
>>107606348
mommy
>>
>>107605584
you can also just not have faces in the dataset if you don't want faces
>>
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>>107606337
You tell me
>>
Who is the best genner in this general?
>>
>>107606402
i cant imagine being this poor. can you go to a vramlet general? this is the place for big vram boys
>>
>>107606297
Yeah, use chatbox LLM's. dgx spark isn't good for image/video inference.
>>
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>>107606415
moot
>>
>>107606219
No because they're adding more data to it to make it better. The devs said yesterday they're releasing it soon.
>>
>>107606382
well, all things considered- it's NOT a gpu, so inference isn't its strong suit, it's more focused on refining and tuning models. it's a dev kit, the whole thing is supposed to be a 'workstation' of sorts for people who deal with on nvidia's dgx infra, it's a far lower barrier to entry to all of the blackwell stuff. yes, it does run hot. it feels like nvidia was more concerned with keeping the thing small and quiet over keeping it cool. that can be fixed, of course. there's other vendors that make things w/ the GB10 like dell and asus that no doubt have done a better job w/ cooling but the spark was more accessible to me. i like the fact that it's got 10gbe ethernet _and_ dual qsfp, i've got it plugged up to a SAN. all in all it's... "okay" def not worth the 4k but 128gb of unified ram is nice
>>
>>107606348
i dont like how she often does her lips but goddamn do i wish to impregnate her
>>
>>107606219
We got a commit to diffusers from one of the devs to add support, that's it so far.
>>
>>107606425
it's done okay w/ video so far, not big batch stuff but it works fine
>>
>>107606471
of course it can work but you would've been better off getting a 4090 or 5090.
>>
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>>107605387
>>
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>>107606200
maybe a pytorch issue? blackwell support was added in version 2.7.0
>>
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>>107605287
wow it's so shit
>>
did we ever find out what happened to that anon who bought a RTX 6000 PRO for $2k?
>>
>>107606522
very cool, thanks anon
>>
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>>107605449
>>
has anyone made a laurie wired lora for z yet
>>
>>107606605
this makes it better
>>
>>107606533
Yeah, I'm using the 2.7.0 Pytorch ver. CUDA Toolkit is also on the latest version. No clue what else could be an issue.
>>
>>107606535
>positive gives a tan
>negative gives it white skin
>both have schizo backgrounds
>both look the same age range
That's beyond broken.
>>
>>107606674
what's nvtop or idk if you're on windows what you'd use show?

something's wrong, the 5070 should be okay. 12gb sucks tho
>>
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>>107606429
>>
I'm surprised how few people are using Blender i2i. I mean, just manually.
>>
>>107606687
No clue since I am on Win. Best I got is the CUDA performance from the GPU performance tab (Which I posted if you scroll up). Also yeah it fucking blows that they sent me back a 5070 and not a TI version.(And yes I'm nigger to complain about it since it's basically a 200€ difference when compared to previous card)
>>
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>>107606739
before.

NOT AI
>>
File: zit_00006_.png (1.84 MB, 1920x1080)
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>>107606766
>>
>>107606739
people have a hard enough time getting workflows together and not too many people are interested in learning blender because they just want ai to do all the work
>>
File: zit_00007_.png (1.92 MB, 1920x1080)
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>>107606766
>>107606766
>>
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>>107605579
>>
>>107606766
>>107606828
i dont get it. you didnt need blender to get this result you could've used mspaint
>>
>>107606870
lmao
>>
>>107605579
>>107606870
Nothing uncanny about this.
>>
>>107605495
What's the point of this? Zit can already generate feet pretty well.
>>
File: whatever.png (1.78 MB, 1920x1080)
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before
>>
do any of the custom ZiT models actually improve on the over base ZiT or are they all just memes
>>
>>107606828
>>107606786
>>107606766
Is this ai in blender or blender in comfy?
>>
>>107606966
I doubt any serious finetuner actually finished something. it's all shit lora merges.
>>
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>>107605358
cute
>>
>>107606967
it looks like he's using i2i but creating a base image in blender, i guess if you're comfortable enough with blender it could be a useful way to make base images???
>>
>>107606966
The only thing worth it right now are artist loras.
>>
>>107606766
Try rendering the depth map instead and use the depth controlnet
>>
>>107606966
every nsfw lora i tried had massive bleeding or gave shit results.

I'm just going to wait for proper ZIT loras to be made from base. Making a lora from a distilled model is just dumb
>>
>>107607032
do celeb loras come out halfway decent with ZiT or is it not worth the effort
>>
are you guys going to fill your threads?
>>
File: zit_00009_.png (1.62 MB, 1920x1080)
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low contrast makes i2i harder

>>107606967
blender:
>>107606766
>>107606964

others i2i
>>
>>107607072
i'll fill your mum m8
>>
Thoughts on this??
https://github.com/Comfy-Org/ComfyUI-Manager
>>
have another drink
>>
>>107607079
You really need to increase the denoise or something. It's barely doing anything.
>>
>>107607092
vibe coded slop to look like unity store
>>
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>>107605477
>>
>>107607116
huh?
>>
>>107607104
I don't want you in my life, retard. I don't like having to be around anything from other countries, as a general concept. I just really don't like walking barefooted, or eating curry.



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