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All This Time Later Edition

Discussion of Free and Open Source Diffusion Models

Prev: >>108278827

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/

>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
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
>>
>mfw Resource news

03/01/2026

>Accelerating Masked Image Generation by Learning Latent Controlled Dynamics
https://github.com/Kaiwen-Zhu/MIGM-Shortcut

>Open-sourced a one-click ComfyUI setup for RTX 50-series on Windows
https://github.com/hiroki-abe-58/ComfyUI-Win-Blackwell

>stable-diffusion-webui-codex v0.2.0-alpha
https://github.com/sangoi-exe/stable-diffusion-webui-codex

>ComfyUI SeedVR2 Tiler
https://github.com/BacoHubo/ComfyUI_SeedVR2_Tiler

02/28/2026

>Anima 2B Style Explorer
https://github.com/ThetaCursed/Anima-Style-Explorer

>LoRWeB: Spanning the Visual Analogy Space with a Weight Basis of LoRAs
https://research.nvidia.com/labs/par/lorweb

>Nexa - Your On-the-Go ComfyUI Companion
https://github.com/Arif-salah/Nexa_comfyui

>Z-Image-Turbo Controlnet Union 2.1 version 2602
https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union-2.1

>FL PixelGen: Pixel-space diffusion text-to-image generation and LoRA training nodes
https://github.com/filliptm/ComfyUI-FL-PixelGen

>ComfyUI NKD Sigmas Curve
https://github.com/Nekodificador/ComfyUI-NKD-Sigmas-Curve

>Capable, Open, and Safe: Combating AI Misuse
https://bfl.ai/blog/capable-open-and-safe-combating-ai-misuse

02/27/2026

>WISER: Wider Search, Deeper Thinking, and Adaptive Fusion for Training-Free Zero-Shot Composed Image Retrieval
https://github.com/Physicsmile/WISER

>Aligning Few-Step Diffusion Models with Dense Reward Difference Learning
https://github.com/ZiyiZhang27/sdpo

>Huihui-Qwen3.5-27B-abliterated
https://huggingface.co/huihui-ai/Huihui-Qwen3.5-27B-abliterated

>ComfyUI Yedp Action Director
https://github.com/yedp123/ComfyUI-Yedp-Action-Director

>Nano Banana 2: Combining Pro capabilities with lightning-fast speed
https://blog.google/innovation-and-ai/technology/ai/nano-banana-2

>ComfyUI适配 FireRed-Image-Edit-1.0: general-purpose image editing
https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0-ComfyUI
>>
holy malware
>>
>mfw Research news

03/01/2026

>Mode Seeking meets Mean Seeking for Fast Long Video Generation
https://primecai.github.io/mmm

>SwitchCraft: Training-Free Multi-Event Video Generation with Attention Controls
https://arxiv.org/abs/2602.23956

>Diffusion Probe: Generated Image Result Prediction Using CNN Probes
https://arxiv.org/abs/2602.23783

>SenCache: Accelerating Diffusion Model Inference via Sensitivity-Aware Caching
https://arxiv.org/abs/2602.24208

>MSVBench: Towards Human-Level Evaluation of Multi-Shot Video Generation
https://arxiv.org/abs/2602.23969

>Enhancing Spatial Understanding in Image Generation via Reward Modeling
https://dagroup-pku.github.io/SpatialT2I

>DesignSense: A Human Preference Dataset and Reward Modeling Framework for Graphic Layout Generation
https://arxiv.org/abs/2602.23438

>Interpretable Debiasing of Vision-Language Models for Social Fairness
https://arxiv.org/abs/2602.24014

>Venus: Benchmarking and Empowering Multimodal Large Language Models for Aesthetic Guidance and Cropping
https://arxiv.org/abs/2602.23980

>A Difference-in-Difference Approach to Detecting AI-Generated Images
https://arxiv.org/abs/2602.23732

>Fixed Anchors Are Not Enough: Dynamic Retrieval and Persistent Homology for Dataset Distillation
https://arxiv.org/abs/2602.24144

>U-Mind: A Unified Framework for Real-Time Multimodal Interaction with Audiovisual Generation
https://arxiv.org/abs/2602.23739

>Joint Geometric and Trajectory Consistency Learning for One-Step Real-World Super-Resolution
https://arxiv.org/abs/2602.24240

>NAU-QMUL: Utilizing BERT and CLIP for Multi-modal AI-Generated Image Detection
https://arxiv.org/abs/2602.23863

>RAViT: Resolution-Adaptive Vision Transformer
https://arxiv.org/abs/2602.24159

>PixelRush: Ultra-Fast, Training-Free High-Resolution Image Generation via One-step Diffusion
https://arxiv.org/abs/2602.12769

>Diff-Aid: Inference-time Adaptive Interaction Denoising for Rectified T2I Generation
https://arxiv.org/abs/2602.13585
>>
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>ZiB
>The overall mood of the image is exceptionally cozy, serene, and domestic.
>>
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total comfyUI api nodes victory
>>
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>>
> how to upscale in comfyui: https://blog.comfy.org/p/upscaling-in-comfyui
> use cloud
> you can also download and use our workflows locally, but register first for downloading
>>
The dalle thread is so dead...
>>
>caption image of male
>uses masculine pronouns

>caption image of female
>uses feminine pronouns

>caption image of overtly masculine male wearing obvious heavy drag makeup and wig
>uses words like "they", "individual", and "subject"
>>
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>>108282829
>Anima
>The overall mood of the image is exceptionally cozy, serene, and domestic.
>>
>>108282842
Most AI creators realize that cloud options are simply better quality. ComfyOrg too realized that local has not kept up, which is why they positioned themselves to be the leading API workstation for generative AI. When you're working on serious projects that require maximum quality, cloud is the go-to option.
>>
>>108282840
>>108282850
Neat. Artist(s)?
>>
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>>108282859
>aleriia v
>haysey
>>
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>>108282850
>The overall atmosphere is one of extreme disorder and neglect.
>>
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>>
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>>
i hope tdruss has seen my kino anima gens
>>
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>>108282923
>>
>>108282870
>>108282870
nice
>>
>>108282922
double nice
>>
>>108282922
this one is gud
>>
>>108282950
I hope he posts an update on huggingface soon, lots of us in the furry community are waiting
>>
Blessed thread of frenship
>>
>update made my 1080p gens 200s longer
>>
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>>108282950
he saw that ani went through more work than he did to fund the project instead of lining comfyorg's pockets. ani is pro Japan and pro open source, can't be more based than that
>>
>>108282728
>>108282740
>>108282847
>>
>>108283143
what is there to answer? if someone is frustrated with the noob licence they can just train illustrious. it isn't the same case for anima
>>
>>108283158
35 stars status?
>>
>>108283113
why do you insist on pretending to have allies on the one place online that hates you the most? is it because every time you try shilling on discord you get btfo'd due to being unable to samefag?
>>
"PYTHON PROCESS EXITED WITH CODE 1 AND SIGNAL NULL"

I get this error when I try to run ComfyUI desktop. I've tried multiple versions of Python, so not sure what I'm doing wrong.
>>
>>108283158
>if someone is frustrated with the noob licence
name one who was
>what is there to answer?
why is animas license bad if other noncommercial models have no problems gaining popularity with the community
>>
>>108283172
>ComfyUI desktop
On the technology board we run the latest github commit
>>
>>108283161
>>108283169
why are you mad at ani for having a better plan, arch, dataset and a team that historically made the best anime models?
>>
>just trust me bros
>>
>>108283173
forces providers to pay comfyorg even if it's a derivative
>>
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>>108283201
you ACTUALLY have a bull btw
>>
>>108283209
why should i care about jeet providers i run local
>>
>update comfy after a month
>bf16 ZIT hangs for 10 seconds on 24GB VRAM now when swapping the model and TE
kek alright
>>
>all this screeching
>still have not seen a single model that this dev has made
>>
im in japan guys really
>>
>>108283211
local through comfy cloud and API nodes right?
>>
>>108283201
>team
Can you post any proof of anyone else on the team? And by proof I mean from the other supposed members themselves.
>>
>>108283224
if youre not some random anon inserting himself then i will take your concession but i will wait for an actual reply if it happens because i am curious
>>
>>108283217
actually no, its when doing VAE at
>Model AutoencodingEngine prepared for dynamic VRAM loading. 159MB Staged. 0 patches attached.
>>
>>108283230
NTA but it is concerning comfyorg is trying to monetize everything in the space
>>
>>108283225
He means the 80 voices in his head
>>
>>108282658
>it's really sad to hear comfyorg doesn't want to support open source
>>108283209
>the licence actively punishes cloud providers
These are conflicting illogical arguments.
>>
>local open source thread
>defending saas focused company and proprietary commercial models
what happened to this place?
>>
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>>
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>>108283247
>>defending saas focused company and proprietary commercial models
and ani is the number 1 comfy glazer
>>
>>108283255
hes just samefagging there
>>
>it's not ok for sai, bfl and others to do this
>it's fine if comfyorg does it
mental gymnastics
>>
>>108283209
Is your argument really "think of the providers" because I can't earnestly believe someone would think that's a convincing argument in a thread dedicated to local models
>>
>>108283269
think of the slippery slope retard
>>
>>108283277
You'll have to clue me in
>>
I am just happy there are two anime models in the works
>>
>>108283283
well right now only one is available for download so
>>
just upgraded:
pytorch 2.9 to 2.10 cu130
sparge
triton
FA
sage
nunchaku
latest njudea driver

no gain in speed sadly
but I actually forgot to take metrics
I might be rarted
anyway AMA
>>
>>108283247
>>108283262
If you had clear logical arguments you wouldn't have to resort to this sort of posting in attempt to convince the very few unaware newfags lurking
>>
>>108283307
dont engage him
>>
This is just sad at this point.
Also it's pretty funny you want to copy anima instead of doing your own thing.
>>
I just bought a 16g lgb 9060XT. Is it any good for stuff like this
>>
>>108283320
Are you on linux?
Yes - you'll probably be okay
No - LOL
>>
>>108283283
tranima is never coming out, don't listen to the lonely little Walter Mitty pedofreak.
>>
>>108283283
There ain't.
>>
>>108283225
I guess there's no proof of the other team members then.
>>
>>108283358
why not ask ani? he mentioned reaching out to the noob team in the discord
>>
>>108283384
I just did
>>
Holy shit tran is mad lol. I hope apache2 anime btfo tdrustled
>>
>>108283389
where?
>>
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>so little going on in his life that he has to resort to shitpost to death imagecoom threads
sad! post gens faggots
>>
>>108283396
>>108283225
>>
>>108283399
I'd rather troonjak keep her gens to herself. Use the correct pronouns please
>>
Ani's in Japan! Konnichiwa Ani ^^
>>
>>108283403
check the noob discord. he already contacted LAX, angelbottomless, chenkin and co.
>>
>>108283416
If they were actually part of "the team" it'd be easy to prove with a post from them yet your reply is "he contacted them on their public discord" as if that really means anything
>>
>>108283222
ani already posted pics from japan and i see no reason for him to lie really. he's kinda busy right now i think
>>
>>108283423
cool, then you can tell me what their reply was on your own :)
>>
>>108283430
I see ani asking to "put him in touch with partners" and then no reply so the conclusion one would draw is that nothing came out of it unless you happen to have a screenshot disproving that. For example one of the mentioned devs saying "yes we would love to work with you check your dms"
>>
>>108283416
kek just because i contacted my ex doesnt mean the whore responded
>>
Hiw is he THIS retarded?
>>
>>108283460
It's not him being retarded it's him operating as if the average anon is retarded which to be fair is mostly true
>>
>>108283440
>unless you happen to have a screenshot disproving that.
if he did itd be reposted at the start of every thread for a week straight but he doesnt
>>
>>108283462
Then how come nonone else was retarded enough to expose their identity in an intermet imageboard, Julien?
>>
There's literally nothing that a bunch of anons at /ldg/ can do.
>>
>>108283497
About what?
>>
>>108283497
>more Julien projection
*yawn*
>>
why is it always the anime retards crying and shitting up the thread? just subscribe to novelai and shut up already, it’s better than local anyway
>>
kek 2 posts from the anima trainer and all this ani meltdown, its beautiful
>>
>>108283740
japan funding talks not going well?
good, lmao
>>
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this is the most annoying logic setup I had to create. I have an option that toggles whether lightx2 lora is used or not. The entire group needs to be disabled/enabled for this. If it's not, the lora still loads, even if the strength is set to 0 it still impacts the model. I cannot use PowerLora because I need to be able to use customString to modify the lora name. Why? Because I like to keep my distill loras in a separate lora folder which powerlora doesn't recognize.

so anyway, because the group the lightx2 bool node is in can be bypassed from a toggle, that means the value becomes null. so I had to create a passthrough node for booleans. then I had to create a null node that checks if the value is null. I also had to create a node that inverts this value (flip bool) so if lightx2 is DISABLED, it uses the native workflow.

anyway it works so fuck off
>>
>>108282818
>>Anima 2B Style Explorer
>https://github.com/ThetaCursed/Anima-Style-Explorer
a goated style similarity explorer should cluster styles by visual similarity, or maybe even better by cosine similarity of the embeddings
>>108282982
huh? in the hopes that he says he included e621? well the model already knows syuro so for me thats already kinda of 50% of what I wanted from e621 already in there
>>
>>108283902
who are you talking to
>>
>>108283917
im blog posting and needed to post about my problem i spent several hours solving.
>>
>>108283921
ok but can you post a gen?
>>
Flux2 dev is supposed to be better than flux2 klein, right? Cause it kinda sucks compared to Qwen edit, and I don't want to test klein version too.
>>
>>108283925
Why? /ldg/ is for learning and discussion. Plenty of other generals if all you care about are gens.
>>
>>108283938
it's better at t2i, imo, but klein wipes the floor with it for editing
>>
>>108283938
No. Nobody uses flux dev.
>>
>>108283940
I just wanted to see if you were skilled or just a cope noodler. I guess you're the latter :)
>>
>>108283951
>i wanted to pass arbitrary judgement on you based on a single node post
shouldn't you be posting 1girl slop somewhere? some of us are actually doing things
>>
>>108283902
Most of the times it's easier to create two reroute nodes and manually disconnect the output... You still need to push a toggle switch even with your node group setup.
>>
>>108283969
>shouldn't you be posting 1girl slop somewhere?
nah, Julien doesnt post gens, since he's that much of a worthless retard
>>
>>108283902
Bypass node or is for newfags?
>>
>>108283113
> comfyorg's pockets
Nvidia's pockets.
>>
I only post assets, i don't know why you simpletons call "gens", maybe thats a SaaS term more simple to make you too consoom
>>
Assets desu
>>
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How did Comfy do it? I'm a newfag so I don't know what it was like having Comfy here with other anons, when he was one of us. Was he some kind of prodigy or something? Did he come here and solve impossible problems for anons?
>>
>>108283991
Is this a thinly veiled reference to the developer of Anistudio being unable to get even a single cent for funding (and thus, having no assets)?
>>
>>108284045
he wasnt a backstabbing mentally ill faggot
>>
>>108284057
Who did he backstab?
>>
>>108284045
he just made a UI that had up to date support for recent tech while A1111 was struggling to get support due to bad legacy code and worse extensibility
>>
>>108284066
Anon said he WASN'T.
>>
>>108284076
Ah, my bad
>>
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Really pleased with this one
>>
>>108284045
You are free to read the archives.
He's just an Asperger's who posted a gen one day.
>>
>>108284070
>he just made a UI that had up to date support for recent tech
Which comes at the cost of usability. No sane person uses Comfy unless there's no better option (vidgen, cutting edge shit better UIs have yet to implement, etc).
>>
>>108284095
Some people's way of genning benefits greatly from having access to every setting, or from being able to extend functionality with custom nodes, or from workflows being queuable via API. But yes, if the stuff you do doesn't benefit from any of that, then it's all complexity you need to spend time coming to terms with that would've been avoided in A1111.
>>
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can someone finish this for me
>>
love ComfyUI, me
>>
I'm sooo glad comfy kicked julien out
The whole ecosystem would be fucked if julien had any influence at all
>>
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sad act
>>
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>>108284070
thats revisionism, comfy only got relevant because the original a1111 dev (voldy) had a fallout with SAI, they kicked out and comfy sneakily got in and got access to working directly with model devs
>>
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>ye-pop
>The Darkest Object
>A studio photograph of a sphere coated in Vantablack paint sitting on a white wooden table. The sphere absorbs 99.9% of light, appearing as a perfectly flat, featureless black circle with absolutely no shading, reflection, or texture, despite the bright directional lighting casting a shadow behind it.

such a fun model to play with, thank you tdrussell!
>>
>>108284094
>You are free to read the archives
No thanks, I’m not a troglodyte
>>
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>>108284285
>tdrussell
>also posts in /ldg/
>randomly starts posting about his training repo (diffusion-pipe)
>famously adds hunyuan-video support before other repo
>adds chroma support before other repo
>quietly works and updates without drama
>quietly releases a new anime model that delivers and secures himself fund money

Now compare that to pic. related, he's like the total opposite
>>
>>108282818
>>108282823
if you're a newfag on these threads, beware of posts like this, this anon has been caught spreading malware in the past, be cautious when downloading/install custom_nodes that this user shares
>>
>>108284329
his izzat is FUCKED
>>
>>108284070
he made a user friendly ui that worked better than a1111. simple as that
>>
>>108274712
Yeah i just thought they could perhaps be outdated aswell
>>108274697
Thanks for the detailed answer
>>108274979
Will give it a try, thanks
>>
>>108284340
they must have gotten lost because they usually only post in /sdg/. im so glad that trash general is dead.
>>
>>108282818
>>108282823
get the fuck out to your sdg asylum debo
https://rentry.org/debo
>>
uh oh...
https://www.reuters.com/legal/government/youtuber-sues-runway-ai-latest-copyright-class-action-over-ai-training-2026-02-24
>>
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>>108284457
>cloud company sued
who cares
>>
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>>108284474
>First they came for cloud companies, I didn't speak out since I wasn't a cloud company...
>>
people have been suing AI companies for muh copyright since 2022 and nothing has come of it
>>
>>108284488
>nothing has come of it
yet
>>
western companies love lawsuits and regulation. meanwhile the chinese can steal anything without consequence. there's just no way we win this ai war.
>>
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>>108284457
its not illegal to download youtube videos.
>>
>>108284502
>meanwhile the chinese can steal anything without consequence.
you're joking? Bytedance bent the knee towards Hollywood and Disney after some lawsuit threats
https://www.bbc.com/news/articles/c93wq6xqgy1o
>>
>>108284513
that's unique to tiktok because they have such a large amount of western users. the platform itself is too valuable as a tool to the chinese for surveillance. that is why american wants control of it.
>>
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>Tongyi has finally something interesting to say
was about time lol
https://xcancel.com/Ali_TongyiLab/status/2028749638237319603#m
>>
>>108284527
that's the point no? once China starts getting too good, the US will threaten them with lawsuits, they don't like when their rivals are improving too much, it'll happen again if a LLM reaches Opus 4.6 level for example
>>
>>108284540
nah. do you not remember Deepseek? nothing happened.
>>
>>108284543
deepseek never reached/surpassed the best US API models at that time, this is revisionism, Seedance 2.0 got lawsuits threats because it's the first time a Chinese model is actually the best model in the world
>>
>>108284552
OpenAI threatened to sue Deepseek though nothing came of it, probably because they knew they had no case and it would be expensive.
>>
>>108284045
I think he had some involvement with Stability AI in the early days of Stable Diffusion.
>>
>>108284045
>How did Comfy do it?
he made a software that's easy to personalize with custom nodes, that shit is powerfull as shit, you're not happy about something? you make your own custom node, problem solved, combined that with the fact we now have LLMs that can make custom nodes fairly easily, you can see how much power and control this software is actually giving you
>>
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apparently default lora loader for z image was broken and this fixes that?

repo: https://github.com/capitan01R/Comfyui-ZiT-Lora-loader
>>
>>108284633
>so I made a node...
motherfucker, he has to make a fucking PR, this is something that should be fixed on native
>>
>>108284633
Another crap vibe-coded claude made custom node with no image examples or comparisons that no one needs for a solution that only happens to the author of the said custom node
>>
>>108284651
To wait few weeks for merge, if ever.
>>
>>108284651
>>108284680
>>108284681
>he has to make a fucking PR
he did though
https://github.com/Comfy-Org/ComfyUI/pull/12717
>>
>>108284684
> Uhm, what’s the point of this? Comfy already provides repackaged files. And if someone finetunes using the sharded safetensors and wants it to work with Comfy, there’s already a script to convert it, no?
This is a feature!

Just like with LTX2 and embeddings connectors.
>>
Trying to figure out this anima modulation guidance (clip is back!) thing available for Comfy and Forge Neo if you pull. The paper authors suggest w=3, start_layer = 5, but I can hardly tell if I like the pictures better with it on at constant guidance, on with starting later (dynamic guidance), or off entirely. Need to make some plots or something.
>>
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>>108284529
call me crazy but I don't see any difference
>>
>>108284726
it smells like it's a snake oil
>>
>>108284742
Yes, another generation param that's hard to pin down what exactly it's doing and if you like it better or not. Just what we needed.
>>
>>108284738
If you can't see an immediate and obvious difference, you have no business doing anything art related. You are blind. Like holy shit anon.
>>
>>108284753
nta, but
more noise and saturation, omg so good
aren't there like 20 different nodes that inject noise?
>>
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>>108284726
It gave me worse outputs
>>
>>108284738
>>108284763
Not just saturation but colors range.
>>
>>108284738
the colors are just more saturated, you can get the same result on paint in less than 10 seconds lol
>>
>>108284781
>not only saturation, but also contrast!
>>
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>>108284793
the key difference is the physically accurate lighting as stated by Tongyi. Bumping up the contrast in photoshop won't produce the same result.
>>
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>>108284809
is she a midget? where the fuck is the rest of her body.
>>
>>108284805
>stated by Tongyi
oh well, if they said so must be true, same thing when they said that Z-image edit will be released in "a few weeks", that was totally true :(
>>
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>>108284825
anon... she's lying on her stomach on the bed...
>>
>>108284766
>>108284796
>>108284831
are you gonna whine about avatarfags for hours or what? don't you have something better to make with an image model?
>>
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>>108284847
>>
>>108284834
anon..even from that position you'd still see her feet in the background. it looks jarring from that angle
>>
>>108284329
what a lolcow kek
>>
>>108284866
>you'd still see her feet in the background.
no you don't, she's really close to the camera she's hiding a lot of background shit, including the rest of her body
>>
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>>108284600
Comfy was hired after he made the UI and because he made the UI, but then quite after the SD3 release fiasco made it clear that Stability was a sinking ship.

>>108284045
When SDXL came out, it worked in Comfy immediately and A1111 took like a week to implement it. Mostly because of the two step base and refiner model workflow that ironically died pretty quickly when none of the finetunes bothered with it. but I switched to Comfy because I was impatient and never looked back. I'm sure others have similar stories.
>>
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>>108284905
I forgot about the refiner model
>>
>>108284905
> but then quite after the SD3 release fiasco made it clear that Stability was a sinking ship
So is he a rat?
>>
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the shape store my niggas
>>
>>108284936
post the link my nigga, but yeah, this video is one of my favorite AI of all time, it completly nailed the early 2000s aesthetics and vibe
https://www.tiktok.com/@a.i.solation/video/7612337372667071774
>>
>>108284935
I would say stability is the rat with it's unprofessional behavior and arrogance which lead to them crashing and becoming irrelevant. I will never forget how much sliding they did in the old general and the capos that are now exiled because of that company.
>>
>>108284972
>arrogance
remember when Emad said that SD3 would be so good it'll solve imagegen and nail 99% of usecases and that we wouldn't need a new model after reaching that level of perfection? lmaooo
>>
>>108284988
Oh I remember, I also remember them posting teaser images with a non lobotomized model only to tell users that got the destroyed model that it was a skill issue. The faggot that said that has never been heard from again too. I never seen such self sabotage in my entire life. Even if they made a new model nobody would care, even the roaches that jump ship are struggling because they follow the same worthless design philosophy
>>
>>108284936
>>108284958
fuck off with your slop spam
>>
>>108285024
>1 webm
>spam
>>
>>108285024
are you kidding? this shit is pure kino, way more sovlfull than what our local models can produce, seethe about it I don't care, it's the truth, we're still far from them
>>
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>>108285037
>>
>>108285033
>>108285037
obviously chilling your tiktok account for views, fuck off
>>
>>108285046
lol, I'm not talented enough to produce something like this, not a lot of people can make something this cool actually
>>
>>108285037
>we're still far from them
I mean, are you really expecting a local model ran from a single consumer GPU to compete with 1.7 Trillion parameter models that require an entire warehouse to run?
>>
>>108284936
what's with the americans and nigger culture? Couldn't they just generate normal people? I legit don't undestand. Was someone holding a gun to their had, forcing them to make it disgusting like this?
>>
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Next subject
>>
>>108285046
no one shills anything on 4chan. that would be a waste of time because it's the same 20 people that post here.
>>
>>108285063
>what's with the americans and nigger culture?
the guy making this video is black, so I'm not that surprised he's portraying something he's familiar with
>>
>>108285063
the video is making fun of black people in the early 2000's by replacing jewelry/flashy shit with toy blocks.
>>
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>>108284936
>>108284958
pristine theatrics man
>>
>>108284766
Hard to say because your 'outputs' (read: spam) are always such sameslop anyway.
>>
>>108285064
what's with the disabled guy with horns? what does it mean
>>
>>108284766
>>108284796
>>108284831
>>108284851
>>108284883
>>108284926
>>108285043
>>108285064
>Spamming/Flooding
you know what to do sirs
>>
>slop
slopslop
>>
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>>108285132
>>108285114
These are on topic gens why does this bother you?
>>
Holy meltie
>>
>>108284045
never used comfy ui and I'm still not going to bother installing it. Don't understand the constant shilling for that ui when forge neo, reforge2 and wan2gp exists and gets the job done efficiently. I'm tired and annoyed of the circle jerking and schizoid shitposting over the user inferences and their devs in these threads. Its fucking repetitive and more retarded than console war faggotry.
>>
>>108285140
spamming the same shit over and over is against the rules, you know that right?
>>
>>108285131
avatar/name/tripfag cringe lore isn't worth pondering
>>
>>108285151
we know. you and your same face butt chin 1girl gens are incapable of using something better. we get it. stick to forge/whatever and stop bragging how you're using inferior software.
>>
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>>108285153
Are you the hall monitor on what I can post in a image diffusion thread?
>>
>>108285151
>posts the most slopped klein gen in existence
Hi pornmeister sloppa fag, are you done with your spammy onsen gens?
>>
>>108285175
>fuck the rules
we tried to do that on /sdg/ and look what happened, avatarfags spamming their slop h24 killed this general, for someone who hates debo and what he represents so much, why do you want to go that same path again?
>>
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Didn't ask
>>
>>108285206
you did ask though >>108285175
>>
>>108285132
Bet you never said that to an avatartroon
>>
>>108285221
he is one himself
>>
>>108285221
but you are an avatartroon, you're spamming the same exact character every fucking time
>>
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>>
why is this guy back. did they get bored of their own general. why wont they go back
>>
>>108285229
huh?
>>
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His lack of understanding basic concepts is why he earned his status
>>
>>108285224
Yeah no shit
>>108285229
I'm not the anon you think I am, but you aren't entirely wrong.
Too many gens of the same subject for my taste.
>>
>>108282769
Please post bottom left horn lady
>>
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>>108285248
oh I know that one it is a classic
>>
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>>
it's almost 2 years and this guy gens the same exact shit. definitely a mental illness. you can let your creativity run wild, and this is what they post. 2 years.
>>
>>108285283
i like these
very wholesome
>>
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>>108285296
I wish he could spam his cries on /sdg/, this garbage general is made for that after all
>>
>>108285256
what?
>>
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They are not having a good time
>>
frenly reminder that bullying literal lolcows is 4chan culture
>>
>>108285311
What do you mean?
>>
>>108285308
unfortunately it's easier to post low quality trash than engage in actual discussion. literally requires 0 brain cells.
>>
>>108285329
what is your opinion on the sdcpp wrapper named ``AniStudio''?
>>
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>>108285329
You can clap back with your own gens anon
Or are you afraid?
>>
>>108285341
>You can clap back with your own gens anon
She would never
>>
>>108285335
i think what it really needs is a catchy slogan or something
like "from pedophiles for pedophiles", that would catch attention!
>>
>>108285354
glad we are in agreement anon
>>
>>108285341
you fuckos, making me crave to know more about the drama-lore, it must be the old age
>>
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>>
Can any of the new models do abstract glitchy art like you can do with sdxl easily in auto1111. Like just fucoing with style tags and parameters feels so much more creative than crafting realism today. I dunno
>>
>>108285341
>You can spam the same exact image as I do on a general based on discussing AI diffusion models.
Nah I'm not a rule breaker, I'm more civilized than that.
>>
>>108285360
now that you exposed your newfren status the dev wannabe is going to go into samefagging overdrive trying to gaslight you into thinking he has allies and his threadshitting is other people's fault rofl
>>
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>>108283971
>manually disconnect the output
I don't want to do any manual connecting/disconnecting of nodes. You should NEVER have to dig through your workflow to change settings. All interactable options should be neatly organized on the left size and that is all you should be interacting with. Anything more and you're 100% going to forget how your own workflow works, especially when you have dozens of workflows per model.

>>108283986
bypass node is from rgthree's custom node. it lets you toggle bypassing groups or individual nodes.
>>
>>108285367
Yes but you'll have to just trust me as I am not at my computer right now.
>>
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https://xcancel.com/JustinLin610/status/2028865835373359513
NOOOOOO, ITS FUCKING OVER
>>
>>108285399
Good. Why should I care about bloatmaxxed sloppa models?
>>
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>1girl
>blonde hair
>blue eyes
>bimbo lips
>(((big breasts)))
>>
>>108285409
are you kidding? this dude was the head of Wan, Qwen Image, Z-image turbo, if his replacement is worse we can say good bye to Z-image edit
>>
>>108285462
Based on his post and the replies it seems he didn't care much about the non qwen models or he did not have as much of an influence over them as you purport.
>>
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>>108285151
Welcome back!
>>
How do I gen generally mediocre/ugly women in zit/zimage?
>>
>>108285520
>>108285544
>avatarfag complaining about another avatarfag
I thought I was on /sdg/ for a second lol
>>
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RED ALTERT
Ani is in Japan!
>RED ALTERT
Ani is in Japan!
RED ALTERT
>>
>>108285579
man no one cares about your discord adventures julien fuck off
>>
>>108285563
go for an amateur lora
https://civitai.com/models/2178631
>>
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>>108285579
Why would anyone care if the diddler is in japan?
>>
Wow Comfy HATES that pedo kekkkkk
>>
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>>108284726
(me)
So I think there's an inflection point where your picture just completely changes on a certain clip layer #. I think it's around 9, not 5.

This module is on the same level of frustration as all those CFG alternatives though (snake oil)
>>
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>>108285387
Chroma still has the most sovl or has that changed
>>
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>>
>>108285579
>im in japan frfr!
>photo of public channel you can get on any TV set
uhmm really suspicious bros
>>
any local video developments? it's been a while since anything dropped
>>
>>108285749
r u able to notice how messed up the artifacts are in that image?
zimg is king of sovl now or anima if u like anime
>>
>>108285579
I want to belong to that group of friends.
>>
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>>108285736
Modulation Guidance in Forge Neo
>>
>>108285579
why do you always leak your discord conversations trani? that's not nice
>>
>>108285827
Uhhhh thanks? In any case, using a later start layer seems to give outputs similar to anima without using it at all, but with more detail that's hard to understand (snake oil), and using an earlier start layer completely changes everything.
>>
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>>108285798
yes but that adds to sovl. I could have used this example but felt it lacked that like zit. chroma hd flash too. I take it that's not best chroma but it's quick ...
>>
>>108285908
>zit
nah zbase is what you wanna use
>>
>>108285827
>still not queue
>>
>>108284738
You are crazy.
>>108284792
You fundamentally misunderstand the idea of a model being able to do it natively vs requiring post processing.
>>
>>108285908
>yes but that adds to sovl.
if they were authentic to the medium maybe but theyre not
>>
>>108285971
>requiring post processing.
you can simply add a post processing node on comfyui, no need to make a lora to do basic shit like that
>>
>>108286000
I'm sure you do the same to try and save EPS gens. Kek.
>>
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>>
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>>108286014
it's literlaly this meme
>>
>>108286014
Bro, please use Comfy.



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