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Discussion of Free and Open Source Diffusion Models

Previous: >>108375274

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

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

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

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

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

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

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

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

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

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

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

>Illustrious
https://rentry.org/comfyui_guide_1girl

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
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
Collage: https://rentry.org/ldgcollage

>Neighbors
>>>/aco/csdg
>>>/b/degen
>>>/r/realistic+parody
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg

>Local Text
>>>/g/lmg

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
The general is at an absolute crawl and you’re baking at 290 posts? You’re such a pathetic nigger.
>>
>>108384322
are you still seething about ani even though he's right about most things?
>>
Blessed thread of frenship
>>
>mfw Resource news

03/16/2026

>Finite Difference Flow Optimization for RL Post-Training of Text-to-Image Models
https://github.com/NVlabs/finite-difference-flow-optimization

>MemRoPE: Training-Free Infinite Video Generation via Evolving Memory Tokens
https://memrope.github.io

>MoKus: Leveraging Cross-Modal Knowledge Transfer for Knowledge-Aware Concept Customization
https://chenyangzhu1.github.io/MoKus

>Less Data, Faster Convergence: Goal-Driven Data Optimization for Multimodal Instruction Tuning
https://github.com/rujiewu/GDO

>Rethinking VLMs for Image Forgery Detection and Localization
https://github.com/sha0fengGuo/IFDL-VLM

>BitDance: Scaling Autoregressive Generative Models with Binary Tokens
https://github.com/shallowdream204/BitDance

>PixlStash: Image management and analysis for tagging, similarity checks, grouping and quality assessment
https://github.com/Pikselkroken/pixlstash

03/14/2026

>Z-Image-Turbo-SDA: Restoring Generative Diversity in 8-Step Models
https://huggingface.co/F16/z-image-turbo-sda

>Streaming Autoregressive Video Generation via Diagonal Distillation
https://spherelab.ai/diagdistill

>ComfyUI-PuLID-Flux2: PuLID implementation natively adapted for FLUX.2 Klein (4B & 9B)
https://github.com/iFayens/ComfyUI-PuLID-Flux2

03/13/2026

>ComfyUI-CapitanZiT-Scheduler
https://github.com/capitan01R/ComfyUI-CapitanZiT-Scheduler

>DVD: Deterministic Video Depth Estimation with Generative Priors
https://dvd-project.github.io

>InSpatio-WorldFM: An Open-Source Real-Time Generative Frame Model
https://inspatio.github.io/worldfm

>DyWeight: Dynamic Gradient Weighting for Few-Step Diffusion Sampling
https://github.com/Westlake-AGI-Lab/DyWeight

>Trust Your Critic: Robust Reward Modeling and Reinforcement Learning for Faithful Image Editing and Generation
https://firm-reward.github.io

>BiGain: Unified Token Compression for Joint Generation and Classification
https://github.com/Greenoso/BiGain
>>
Is training on batch 4 good even on small datasets (~50 pics) or only for hueg loras?
>>
>mfw Research news

03/16/2026

>Mitigating Memorization in Text-to-Image Diffusion via Region-Aware Prompt Augmentation and Multimodal Copy Detection
https://arxiv.org/abs/2603.13070

>Naïve PAINE: Lightweight Text-to-Image Generation Improvement with Prompt Evaluation
https://arxiv.org/abs/2603.12506

>AccelAes: Accelerating Diffusion Transformers for Training-Free Aesthetic-Enhanced Image Generation
https://arxiv.org/abs/2603.12575

>A Closed-Form Solution for Debiasing Vision-Language Models with Utility Guarantees Across Modalities and Tasks
https://arxiv.org/abs/2603.12998

>DiT-IC: Aligned Diffusion Transformer for Efficient Image Compression
https://arxiv.org/abs/2603.13162

>V-Bridge: Bridging Video Generative Priors to Versatile Few-shot Image Restoration
https://arxiv.org/abs/2603.13089

>OARS: Process-Aware Online Alignment for Generative Real-World Image Super-Resolution
https://arxiv.org/abs/2603.12811

>Narrative Weaver: Towards Controllable Long-Range Visual Consistency with Multi-Modal Conditioning
https://arxiv.org/abs/2603.06688

>From Sparse to Dense: Multi-View GRPO for Flow Models via Augmented Condition Space
https://arxiv.org/abs/2603.12648

>coDrawAgents: A Multi-Agent Dialogue Framework for Compositional Image Generation
https://arxiv.org/abs/2603.12829

>What Makes VLMs Robust? Towards Reconciling Robustness and Accuracy in Vision-Language Models
https://summu77.github.io/R-Adapt

>Cheers: Decoupling Patch Details from Semantic Representations Enables Unified Multimodal Comprehension and Generation
https://arxiv.org/abs/2603.12793

>Revisiting Model Stitching In the Foundation Model Era
https://arxiv.org/abs/2603.12433

>AWPD: Frequency Shield Network for Agnostic Watermark Presence Detection
https://arxiv.org/abs/2603.06723

>Train Short, Inference Long: Training-free Horizon Extension for Autoregressive Video Generation
https://ga-lee.github.io/FLEX_demo
>>
/dedgen/
>>
anima is too good i deleted everything else
>>
raped retard
>>
What is the point of these threads if nobody shares workflows?
>>
anima balls
>>
>>108384478
to discuss general ai image gen content i guess. i stopped sharing workflows when I found some redditor reposting it on reddit and claiming credit.

worked too hard on my workflow just to have it stolen. besides, i doubt an average user needs anything aside from comfy default workflows anyway
>>
>>108384322
Thank you for baking this thread, anon
>>108384353
Thank you for blessing this thread, anon
>>
holy shit free chatgpt is so fucking dogshit at vibecoding compared to free clauds
>>
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>>108384652
github copilot is prob the best free option for vibecoding. you can use shitter models for small tasks and get a fair bit of premium model usage for bigger tasks
but if you're vibecoding a lot, the basic copilot subscription is really good value. you get a lot for $10
>>
>>108384381
>>108384388
Go back >>>/g/sdg
>>
>>108384698
how up to date is it with comfy's api? i tried to make some slightly complex custom nodes that require calling internal comfy logic and they never worked.
>>
>>108384652
>>>/g/aicg
>>
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>>108383928
I have never seen her talk about any generated images of her on the internet (mine or otherwise), seems like her knowledge is mostly confined to LLMs and other boring commercial uses she comes across. A few people have said they'd send her my pics on several occasions (probably as a threat), but she hasn't reacted publicly to any as far as I know.

This was funny though:
https://xcancel.com/JennyENicholson/status/1418724676197511168#m

>>108384478
You don't want most of the workflows people use, trust me. Some people have so much garbage (hundreds of nodes) in them that you'd struggle to cut out the parts useful to you... and subgraphs have made everything that much more convoluted. Just start with basics and add nodes as needed.
>>
>>108384478
I share my WF to anyone who asks desu
>>
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>>108384712
you should be able to point any model at the node documentation to give it context. you could also just drop the comfy files into your IDE context for the AI to crunch through too
>>
>>108384322
>that one madman with the trump meme
legendary status 2bh
>>
>>
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I don't use any of these technologies nor do I have the hardware to run anything locally, but I'm interested in seeing how the local video models are right now so if some anon wants to try go ahead.
>1992 on-board video landing Hong Kong Kai Tak Airport
>>
>>108385111
send me 3 BTC and i will fulfill your request
>>
Best realistic vramlet (16GB) model for goonery?
>>
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where the fuck are the other two Z models
>>
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Trying to follow the 1girl rentry guide and got to the controlnet part. What am I doing wrong here? It's not giving me a proper outline in the preview image. It causes the final output image to have a different pose.
>>
>>108385288
Might be the blur in the original photo. Have you tried other processors? Try canny.
>>
ani updated anistudio to use a recent version of sd.cpp btw
>>
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>>108385355
There's like a gajillion different processors in the options so I didn't know which ones were good. I just tried canny though and it worked pretty well, thanks for the suggestion.
>>
>>108385368
There's only like several actually relevant ones. Depth, canny, sketch and open pose.
>>
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>>108385406
I just tried all the ones you listed except sketch, couldn't find that one.

Depth also seem to work pretty well, but open pose seems comical, outputs literal stick figures. Didn't help generate the final image either, poses are different.
>>
>>108385191
Bump
>>
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>>108385487
>but open pose seems comical, outputs literal stick figures.
That is the point. Maybe try cranking up the strength for that one.
>>
>>108385529
You mean the strength value on the controlnet node? Tried progressively upping the value but it couldn't get it right. Maybe this particular example is just really bad for open pose, but I'll consider it an option for other cases.
>>
cozy breas
>>
>>108385366
Based. Love the progress being made.
>>
>>108384322
>>108382604
need source or more of the center pic in OP image. something very sexy about it
>>
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whenever I switch from sdxl to z-image I get to peek inside the mind of the machine
>>
>>108386671

that is our based jenny genner posting our beloved youtuber jenny n
>>
>>108384755
tfw she's actually real
>>
>>108386796
>>108386671
def need more from this set... something about a sweaty accomplished performative woman... getting me going
>>
>>108387076
I've been trying to convince him to post his jenny gens to bunkr or catbox. His jennies are the best.
>>
calm yourself anon the jebby poasting shall continue momentarily
>>
I wish Jenny anon would post her lora so anon can generate sexo
>>
ai jenny is hotter than real jenny 95% of the time
>>
>>108387307
what a waste of a wish
>>
>>108384637
>worked too hard on my workflow just to have it stolen.
now you feel what an artist feels kek
>>
>>108387373
you can't steal art or workflows, your emotions are simply incorrect and invalid
>>
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>>
>>108387373
tell that to him, he's the one talking about "stealing"
>>108384637
>worked too hard on my workflow just to have it stolen.
>stolen
>stolen
>>
>>108387384
You can steal credit, and even grift money.
>>
>>108386671
>>108386671
needs a slightly thinner waistline
>>
https://www.youtube.com/watch?v=dJACkKbN-Eo
>Nvdia made the AI slop look mainstream
it's fucking over
>>
>>108387444
all they had to do was tone down the img2img denoise from 0.30 to 0.15 and it would probably have been perfect
>>
>>108387504
I wonder if we can get this denoising value option, if yes then maybe they're onto something interesting
>>
https://www.reddit.com/r/StableDiffusion/comments/1rvcue7/can_comfy_org_stop_breaking_frontend_every_other/
Wtf Comfy, you fucked shit up so bad even the cattle ledditors are angry about it now
>>
>>108387524
Isn't it written in cuda? Just vibecode your drivers.
>>
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>>108387444
https://www.youtube.com/watch?v=-vMVlfxUDe4
this looks disgusting, even flux 1 doesn't have such plastic skin
>>
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>>
>>108387663
Those are sme big ass humans.
>>
>>108387663
what API model did you use to get that image?
>>
>>108387675
Not API. Z Image Base.
>>
chroma is still the best for nsfw realism btw. i forgot how easy and good it feels to just prompt nsfw content without trying to find specific loras for every single little thing.
>>
>>108387696
that anon is right, dunno why he believes only API could do something like that, I can do that with SD1.3 as well
>>
>>108387542
I don't recall caring about the opinions of jeets.
>>
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>>108387663
Klein is so funny
>>
Using ComfyUI, how do I keep the same character when I've generated it randomly? As in, even using the same prompt there are differences in face proportions etc. What's the best way to fix on one look? IP Adapter FaceID?
>>
>>108387791
Using a rigid model like ZiT or qwen
>>
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lmao, SDXL is that bad?
>>
>>108387791
Qwen layer can separate out the character if you want it to look exactly the same and paste it over a different background. It's like a magic wand tool that doesn't suck. You can also you use Flux 2 or Qwen 2511 with a prompt such as "maintain the exact details of character while changing so-and-so"
>>
>>108387811
Shitty prompt but yeah now looking back it's laughable. At the time it was SOTA kino. Retards will disagree with this.
>>
>>108387802
>>108387811
>>108387829
Qwen's that good, huh. Thanks for the tip, I'll try it.
>>
>>108387811
there may be some use cases for SDXL but its getting BTFO by newer models. pure diffuson is too sloppy to be viable. sad because I kind of miss it, it does some weird unpredictable things
>>
>>108387760
doctor who is loved i see
>>
>>108387860
>>108387830
>kino
>sloppy
>>
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Holy jeebus what have they with the fucking buttons again?
>>
>>108387925
At least they are not round.
>>
>>108387842
qwen has that airbrushed ultrasmooth skin texture I definitely don't like it
>>
>>108387811
>Klein hair
jesus christ, did BFL do that on purpose?
>>
>>108387925
reminder anon, those frontend developpers are getting paid 300k per year to change two buttons because they have nothing else to do, they do that to annoy you and pretend they are working, that's why I don't care that AI takes most of dev's jobs, easily 80% of them are just frauds good at pretending their job is useful at anything
>>
>>108387929
The X button is. Also poorly centered kek.
>>
>>108387811
"photorealistic"
guys, you have to stop using this fucking tag. that's an art term. it means you want a DRAWING to look realistic, but it's not actually realistic. it will ALWAYS make your gens look like AI slop. Stop using that fucking god damn word.
>>
>>108388013
You misunderstand the retards that actually WANT it to look like that. It's insane, I know.
>>
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>>
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>>108388356
>>108387402
Nice how did you did that? Love that 3d style, could you share?
Its a lora? Its a proompt? Its not X but Y?
>>
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>>108388448
>Transfer the image into a (game: "Final Fantasy XIV Online") style, keep the scene the same (woman holding leash attached to man on floor)
>>
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>>
>>108388466
Interesting. I'll try it out when I get home. I didn't know Klein was familiar with game titles and styles.
>>
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but I hate the jeets though...
>>
>>108388494
Jeets have collective ai psychosis.
>>
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>>108388487
t2i is hit and miss, if it doesn't know it defaults to pixel art. You can always use screenshots as references.
>>
>>108384382
I always train on batch 10+ even with <10 img datasets and don't see any problem, there are 1000 timesteps to train, batch 10 isn't even tickling the model
>>
>>108388479
lovely
>>
>>108388494
ai generated graph
>>
there hasn't been anything remotely interesting posted on /ldg/ in months. guess there's no real point in browsing here if there's nothing new out
>>
he's on one, lmao
>>
expect random comments from "anona" fudding about comfy and anima
>>
>>108388595
can you jump off a building already you worthless sack of shit
>>
>>108388666
uh oh, melty
>>
>>108388494
I wonder why israel is so low. they love their state propaganda more than the chinese do
>>
>>108388813
yeah, and they're literally using AI to hide the fact their president is dead lool
>>
>>108388574
what would you like to discuss?
>>
>>108388574
that's mainly because imgen is mostly dead
this isn't like llms which get new sota shit every other month locally that runs on just a bunch of cheap gpus
>>
>>108388992
>wow i can be a great artist with AI
>uhh.. 1girl, big boobies, ((real big boobies:1.9)),
>donald trump.. uhh, dressed up as.. hmm.. a, uhh.. the joker
no wonder most people moved on. AI gave them a voice, then they realized they have nothing to say.
>>
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After a few months away, I updated ComfyUI, and now it's extremely slow. It only uses 10 GB of VRAM. Does anyone know what the problem might be?

>3070 ti
>32GB of RAM
>>
>>108389044
>>uhh.. 1girl, big boobies, ((real big boobies:1.9)),
70% of non ai art and 90% of classical art desu
>>
>>108389044
>AI gave them a voice, then they realized they have nothing to say.
or, maybe the local models we have are so ass that's the only thing we can do, think about it?
>>
>>108389044
And now with DLSS5, every screenshot of every game and media can look like a 1girl gen
>>
>>108388574
>there hasn't been anything remotely interesting posted on /ldg/ in months.
almost as if we completly depend on companies to provide us good models or something, and since Alibaba decided to abandon us, we are basically dead lol
>>
What's with all the FUD posting? What upset anon?
>>
>>108389073
local models are designed to be trained.
literally the whole point.
>>
>>108387608
is her mouth supposed to look like that
>>
>>108389049
MultiGPU loader has been fucked since like January or something due to Comfy memory optimizations. Swap to regular GGUF loader or load a regular safetensors model where it will now offload if it's too large for your VRAM or roll back the update. I don't remember if disabling dynamic VRAM or smart memory fix MultiGPU issues but you could try that too.
>>
>>108389120
>API chads gets to enjoy high quality models and have fun making great images with it
>localkeks can only do training as playing with those models is a miserable existence
and then you wonder why no one lurk on local threads kek
>>
>>108389120
that poojeet cant even run models let alone train them
>>
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>>108386834
She's real... and she's spectacular!

>>108387444
>not a single breast enlarged or cleavage being exposed
Can you touch the prompt it's running?
>>
>>108389120
>dude you don't get it, making the TV is more fun than watching the TV
I have to disagree with that
>>
>>108388595
See, you forgot about the local-fudding option.
>>
>>108389167
>only buys prebuilt lego sets
>>
>>108389144
you ask for a coloring book and then complain that the pictures are black and white.
whats the next logical step? demand a new coloring book...
>>
>>108389181
>you ask for a coloring book and then complain that the pictures are black and white.
duh? if I ask for a coloring book I'd like to get what I want, yes
>>
>>108389172
and anon fell for it too... every time :/
>>
>>108389181
no anon, you won't make seedance 2.0 with a wan 2.2 lora, it's not happening
>>
>>108389191
maybe with a wan 2.6 one...oh wait
>>
It;s like its anons firstest time between model releases
>>
>>108389191
>ByteDance suspends launch of video AI model after copyright disputes
do free credits rollover? paying money to prompt on a lobotomized model seems kind of gay.
>>
yeah let's pretend everyone didn't leave because ranjack turned this into a kiwi farms thread
>>
>>108389239
>a lobotomized model
as if local models aren't lobotomized, Z-image base or Klein don't know any copyright shit, they don't know nudity either, and worst of all, they aren't making good images, the best case scenario is slopped images
>>
>>108389241
nobody wants to give this troon the satisfaction. lets be honest though, with anima being such a major letdown it's no wonder anons feel demotivated
>>
ty for the bumps btw
>>
>>108389241
>>108389259
all right ani, you can stop samefagging now
>>
>>108389049
when I had my 3080 I got by with 10 VRAM but the key was upgrading to 64GB so I could use bigger models without going OOM and crashing my computer. you just have to accept that your gens will take several minutes which isnt a big deal to me
>>
>>108389258
because local models are designed to be trained, if the base model is overfit you can't train it properly.
it's really not that hard to understand.
>>
>>108389283
retard, seedance 2.0 was great at everything, that's why API chads are ahead of you, they are ambitious and you are not
>>
>>108389091
bread was so cozy until anon started trolling :(
>>
>>108389272
not ani, and only made the second post. you can point out what we're wrong about instead of resorting to name calling as you always do faggot
>>
Anyone test zeta-chroma-base-x0-pixel-dino-distance? It was updated 30 mins ago.

https://huggingface.co/lodestones/Zeta-Chroma/tree/main
>>
>>108389311
>pixel-dino-distance
What does this mean
>>
>>108389288
you will never know because they trained(there is that word again) seedance 2.0 with a bunch of hollywood slop and now they can't release it until they retrain(oh that word keeps on popping up, wonder what it means?) it.
>>
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>>108389316
no clue, and lodestones is shit at explaining.
>>
>>108389316
thick Stegosaurus cock
>>
>>108389311
It's probably too early for it to be worth it right now. But maybe I'll be surprised.
>>
>>108389337
apparently it can't do nsfw yet according to another user, so yeah, not worth trying. maybe in 6 months it should be closer to completion.

I look forward to it.
>>
>>108389341
>maybe in 6 months it should be closer to completion.
Desu that wouldn't be so bad considering how long other large finetunes took to come to fruition.
>>
>>108389316
the distance between a dinossaur and a pixel (it makes no sense)
>>
>>108389311
>x0
>pixel
>dino distance
We now have 3 separate schizo architecture modifications stacked on top of Z-Image. This guy is literally incapable of just taking a good model and training it normally.
>>
>>108389353
>This guy is literally incapable of just taking a good model and training it normally.
dunno why people are still hyping this fraud up, it's been a year since chroma and he actually never made anything good
>>
>>108389311
>you can use the model as is in comfyui
>Error(s) in loading state_dict for NextDiT:
size mismatch for x_embedder.weight: copying a param with shape torch.Size([3840, 3072]) from checkpoint, the shape in current model is torch.Size([3840, 64]).
i must be retarded
>>
>>108389376
are you on latest comfy? otherwise you may have to use convert script.
>>
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>>108389353
not only that but multiple big models at the same time...just why
>>
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>>108389353
>This guy is literally incapable of just taking a good model and training it normally.
but z-image is a very good model
>>
>>108389353
>>108389402
You sound jealous of being able to train at the scale and complexity he does.
>>
>>108389382
>latest comfy
that was it.
but unless, for example, teenage asian foot poster returns with some zeta kino that convinces me its worth figuring out right now, ill wait a couple more months until the model gets interesting. my few initial tests are unsurprisingly not good.
>>
> >108389412
go away
>>
updating comfy actually completely fucked my install fuckin hell
>>
>>108389800
oh comfy just broke multigpu nodes, again
>>
>>108389800
fell for it again award. try neoforge at least
>>
>>108389852
the root of all of this is pytorch, python, pip and jeetscript clusterfuck. it's time to seriously switch to ggml based solutions
>>
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>>
>>
>>108389967
90% of the way to being a nice IRL NSFW model desu
>>
>>108389998
yeah, just CFGNorm node and score_9 in negs (or negpip) is enough to make nice realistic stuff. (could also play with modelsamplingauraflow, if you're feeling fancy.) unfortunately score_9 ai slop style still leaks through sometimes, but i'm sure just a minimal lora trained on IRL images would negate that.
>>
>>108389967
I though this was just for tranime. Can it do realistic nsfw like chroma?
>>
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>>108390055
>CFGNorm
i wonder if thats why yours are sort of grey. i dont have flow on this wf. not saying mine are substantially better outside that
score_9 in the negs works really well it seems
>>
>>108390086 (me)
with IRL gens it completely shits the bed on upscale + secondpass unlike with anime
>>
>>108390055
wtf r migu and tato doing???????
>>
>>108390124
decorating from the looks of it, they've got splotches of white paint on them
>>
>>108390086
yeah it's really grey because of that node. haven't figured a good way to normalize the cfg from blowing up into 2d clip art shit.
>>108390078
yuh. needs a lot of wrangling, but it works
>>
Usecase for this?
https://www.reddit.com/r/StableDiffusion/comments/1rvnomy/im_back_from_last_weeks_post_and_so_today_im/
>>
>>108390193
the sound quality is good, too bad it's not a music model, this dude would know how to make a good one
>>
how the heck are you getting realism out of anima?
cosplay tag?
>>
>>108390313
ye-pop, a new line, and a paragraph of generated NLP
>>
>>108390333
I see
>>
>>108390313
for me it's
(realistic photography, real life photo:1.4).
(score_9:-1)
and apply some snake oil to cfg to reduce it
>>
>>108390375
>weights
*vomits*
>>
>>108390381
mentel ilnis
>>
>>108390375
>(score_9:-1)
does this actually do anything, why not put it in negatives?
>>
>>108390393
hes prolly using shit like negpip, cope shit for sdxl garbage models
>>
I CAN'T WAIT TO PULL
>>
>>108390507
me in the middle
>>
zimg ain't it, let's go back to chrom......
>>
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I pulled...
>>
>>108390557
>windows
>portable
anon... i-
>>
>>108390557
I'm starting to think the guy who made MultiGPU fucked Comfy's wife or something, this custom node can't stop breaking after new updates and I refuse to believe it's a coincidence
>>
>>108390557
cumfart will keep breaking and fucking you over but you'll keep reinstalling this piece of shit because you're just that good of a cattle. good job
>>
>>108390580
what's the alternative ani? :(
>>
>>108390593
well since you're using forge catjak why are you even asking
>>
are there docs for expressions you can use in comfy. like the date one for the save node
>%date:yyyy-MM-dd%

also what's the rule for where these get evaluated? because putting this in a string primitive does nothing
>>
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>>108390566
in comfy's mind, everyone fucked his wife (the fennec girl).
>>
>>108390615
don't you dare change the default comfyui ad filename
>>
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>>108390615
https://blenderneko.github.io/ComfyUI-docs/Interface/SaveFileFormatting/
KJNodes has a "widget to string" node, just need the node ID and the widget name.
>>
>>108390645
tyvm
>>
>>108387951
Too bad AI is poisoned with their shit.
>>
>>108390193
That's crazy.
>>
>>108390393
>>108390403
i run it both in negatives and in negpip
cause fuck shiteating ponyfucker and his slop score tags
and negpip actually works better if you want to outright remove the concept.
>>
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>update njudea drivers
>it's worse
Is there a proven most superior version that I can rollback to? I'm tired.
>>
>>108391407
what makes you determine if it's worse?
>>
>>108391417
Game that didn't stutter before stutters now.
>>
>>108391417
he doesnt have a 6000 pro so instead of getting a 30% perf increase hhe got squat dick
>>
>>108391422
>game
bro this site isnt for underages
>>
>>108390615
> cumfart ui
> docs
lol
https://github.com/Comfy-Org/ComfyUI/blob/master/folder_paths.py#L438
>>
I can't get it to stop looking uncanny
>>108389967 >>108390055 look like real photos, would you mind catboxing
https://files.catbox.moe/oeu9aj.png
I AI generated some camera terms as I have no knowledge of cameras or lenses, and I find it kind of hard to control the output. It's very inconsistent for me
>>
>>108391460
cuh
>>
>>108391465
I don't speak ebonics
>>
>>108391460
don't expect to get an actual answer from them. they used a different model for those gens and simply want to attract attention to anima. its losing traction fast after the v2 fiasco
>>
>>108391500
I see, I can't believe someone would lie to me on the internet
>>
>>108391495
Did you get to see ani yet? Also yeah this place is getting shittier by the day, not to mention the shitter in this general gets a free pass to nig up the general while others get the hammer for basic bitch chan culture posts
>>
>>108391460
sure, it's not going to be 1-to-1 because for cfgnorm and auraflowsampling i vibecoded nodes that add scheduling to them, but vanilla nodes work just fine
https://files.catbox.moe/ycd936.png
>>108391500
;)
>>
>>108391513
racism isn't chan culture
>>
>catpissjulien
>>
>>108391515
awesome
I hadn't thought of negging some artists, that's clever
>>
>>108391536
i feel like cfg just sucks. to me cfgnorm is like 80% why these gens are possible
>>
>>108391535
I blame most of it on Hiroshima's no mod posting/hands off policy. So much shit could have been resolved by a mod stepping in and just saying how it is instead of some schizoid freaks that can ban evade and shit all over everything without reprocussion. I mean, you are breaking the rules but I honestly don't care because you are pretty chill
>>
>>108391550
maybe the Rescale CFG snake oil could work
>>
>>108391535
>didn't he have some falling out and was trying to setup shop here?
I think he stopped posting here because the mentally ill faggot that wrote the rentries just spams the thread if he does. I do miss him though. He is doing some business things so you'll probably have a chance to meet up eventually unless you get blown up in Iran or something
>>
>>108391558
vanilla rescale cfg barely does anything to anima
>>
>>108391572
ah that's unfortunate
>>
>>108391550
>i feel like cfg just sucks.
it probably sucks, there's no reason to say cfg is optimal, it's literally one of the very first thing we discovered after the diffusion method, but so far, everything that claimed to "improve" on cfg turned out to be snakeoils so...
>>
I don't hate you Comfy. I hate your jeet ass frontend developers
>>
>>108391635
everything except comfy sucks in that company. the CEO is a slimy chink mouth breather, nobody but comfy actually makes good contributions to the backend and the front end devs are all vibe coding jeets. what a fucking mess. doesn't even feel like an open source company with how much shilling they do for cloudshit
>>
man, the raped retard sure has a lot of free time these days
why is that? wasn't xe supposed to be having a great time in japan?
>>
>>108391670
if he actually posted you would be spamming the thread
>>
ani hasn't posted here for more than a month and the raped obsessed faggot still can't let it go
ran is the worst thing that could happen to this general
>>
>>108391668
I'm almost tempted to just redo all of the nodeshit myself. Keep the code, strip out the APIshit, and keep it minimal.
I just can't be added to maintain it.
>>
>>108391680
>>108391685
funny that it only took you less than 2 minutes to respond to the name of raped retard
is the japan trip that miserable? good
>>
>>108391693
getting rid of all the bloat would be perfect but it's still gonna be poothon so rotten to the core
>>
Just tipped off Customs about a potential CSAM smuggler.
>>
>>108391693
all the custom node slop will still break everything all the time

>>108391703
this
>>
>>108391712
I was talking about trani (obviously)
>>
>>108391712
and you think you'll get an ai board by spamming hentai here?
>>
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>>108391614
>the yen rate is basically at thridy tier
Man, I wish... I just paid $125 for fucking slow-ass shipping for $340 worth of stuff from Japan.
>>
>>108391732
gaijin upcharge is more common nowadays. they are either sneaky it embarrassed about it but they can get away with being up front about it
>>
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>>108391761
Amazon at least exposes FedEx and UPS when they rape me with shipping (I paid $50 s&h for a $40 photobook). I don't mind paying if it gets in two days.

>>108391825
>a proxy shipper like buyee ur doin it wrong
Who else can preorder stuff for me? Some of things I buy don't even have print runs over 300.
>>
>>108391635
He hired them, he told them what to do, he is responsible for everything.
>>
>>108391848
>He hired them
did he? I thought the CEO of ComfyOrg was some random chink but not comfy himself
>>
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What model do the jews use to fake Netanyahu? LTX?
>>
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heh, I love klein
>>
>>108391877
>they used a jewish model to help the Israel president
would be funny but LTX is so fucking mid, they probably used Kling 3.0 or Seedance 2.0
>>
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:O
>>
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>>108391880
What's funny about that? Why the "heh"? We've been able to remove watermarks for years now. Didn't need Klein for it, though it does a nice clean up job.
>>
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heh, I thought it would fuck up the text in the background and it didn't
>>
>>108392012
its very clean and straight forward, yeah we have been able for years, but it hasn't been that easy and fast like now,

Is not the same as inpainting or as using flux fill, photoshop, w/e
>>
>>108391906
LTX doesn't have better option on api?
>>
>>108392039
it completly changed the colors of the image though, look at the skin color of the woman, it's more saturated on the left and more green on the right
>>
imagine using ai to remove watermarks from celebrity images. normie trash, heh.
>>
>>108392087
fuck off nigger
>>
>>108392059
who cares? color match node and its fixed, stop whining for mundane stuff
>>
>>108392113
>mundane
it's not mundane at all, the fuck you're talking about? they advertised flux's 2 vae as a groundbreaking shit that would be as close as it gets as the ground truth, when in reality it alters the image just as much as kontext when it was using flux 1's vae
>>
>>108392059
>OMFG IT COMPLETELY CHANGED THE COLORS OF THE IMAGE, ITS UNUSABLE

in reality, a small desaturation that has an easy fix, why AI jeets like to be so contrarian?

>>108392087
pedo anime enjoyer detected
>>
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>>108392127
what a loser lmao
>>
>>108392128
>how dare you want better quality edit?? you must be a jeet!
anon... jeets are the opposite of that
>>
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>>108392136
yet you act like one, nigga you barely have a gpu to run SDXL and you complain over the most stupid shit, I just want to train a Olivia Rodrigo chroma lora, who cares if the result has a small color mismatch
>>
>>108392059
>more green
Visit a doctor
>>
>>108392181
>who cares
you are right saar, quality is not important saar, AI slop all the way saar! >>108388494
>>
>>108392189
visit an ophthalmologist
>>
>>
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>>108392127
yeah the vae doesn't seem to be that much better than what kontext used

btw catbox this pic whoever made it if you're here
>>
>>108392230
Share meta for this one?
>>
>>108392287
hmm
no
>>
Eventually people are gonna realize that Anima is one medium-sized finetune away from being what Chroma should have been, but at 1/3 the size. 100k images or so should do it (few hundred $ on a rented H100). Probably should wait for final version of the model though.
>>
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>Anima is one medium-sized finetune away from being what Chroma should have been, but at 1/3 the size. 100k images or so should do it
>>
>>108392230
shiny
>>
>>108392411
tell that to nutbutter (bigasp), might be the best candidate to birth a decent uncensored model.
>>
>>108392329
Shouldn't you post on /b/ or some other gooner shithole if you aren't interested in contributing?
>>
>>108392487
This but unironically. It's already agreeable to photography in general.
>>
>>108391668
no wonder why ani left him
>>
>>108392567
im actually not that anon. i just thought if i said no, the anon would get annoyed and shared but they clearly dont care eitherway
>>
tired of crippled models. feels like buying an unfinished game with a long pipeline of DLCs waiting for the customer. NICE GIRL? basegame. wait, you want breasts? DLC, 19,99. better nipples? 4.95. PUSSY? season pass, year 2. ANUS? and every fucking lora degrades the model a bit more. what a shitshow
>>
>>108392639
you can look at your own anus for free
>>
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it's crazy how bad is z base. months for this shit,wtfffffffff
>>
>>108392611
comfy is a psychopath, he'll get what's coming to him. I'll be laughing my ass off when the gold digger he's dating bankrupts him
>>
>>108392698
for the billionth time, you use z-base to make loras/finetunes. it makes them more flexible when used with ZIT. man i dont know why people dont get this shit.

same reason fucking nobody uses klein 4/9b base.
>>
So boring~
So uninterestig~
So dead~
>>
>>108392698
All you need are good settings and a natural language prompt it's not that difficult.
>>
>>108392732
>you use z-base to make loras/finetunes. it makes them more flexible when used with ZIT
That would make sense if ZIB was the direct parent model of ZIT, which it isn't. They are separate descendants of an unreleased base model used to train ZIT. They should have either released that base, or else retrained a ZIT2 on top of the ZIB we got.
>>
Where can we migrate now that /ldg/ is no longer the epicenter where things are happening?
>>
>>108392732
that's weird because everyone was saying the lora situtation with ZIB was fucked
>>108392785
why tell you? so you can go shit up that place too with your drama?
>>
>>108392785
/ldg/ is no longer the epicenter because imgen has stopped moving forward. You need movement to have an epicenter.
>>
>>108392553
It'll have to be him or someone else not already balls deep in training another modern model already.
>>
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>>108390055
>>
>>108389820
addendum: it seems comfy's memory management works well now. I can gen a 720p video with wan fp16 (27 gb) on a 24gb card. I guess multigpu is deprecated
>>
>>108384322
>Neighbors
>>108384322
>>>/vg/vpcai
wtf? vpcai migrated to /vg/? any pokeschizo care to explain?
>>
Dayum this site dead.
>>
>>108392943
That’s what /adt/ was supposed to do with /jp/.
>>
>>108392920
>it seems comfy's memory management works well now.
>I guess multigpu is deprecated

>>108389910 sisters... our response???
>>
>>108392997
we are dying bro, let the corpse rest
>>
ZiT 2.0 status?
Klein 3.0 status?
Anima full status?
>>
>>108392920
Multigpu has been an outright downgrade for months now.
>>
>>108393198
but most importantly
35 stars status?
>>
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When ready
>>108393213
>>108393213
>>108393213
When ready
>>
>>108392698
i cant believe you havent figured out how to use it yet
>>
>>108393216
there he is waiting with bated breath to bake the second we hit 300 posts, which is not the bump limit, so he keep his rentry links in the op. absolute fucking clown
>>
>>108392910
I love AI
>>
>>108393252
>>108393205



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