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Discussion and Development of Local Image, Video, and Music Models

Previous: >>109298857

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

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, & Upscalers
https://huggingface.co/models
https://huggingbay.xyz
https://civitai.com
https://civitaiarchive.com
https://openmodeldb.info

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

>Krea 2
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo

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

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

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

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

>LTX-2.3
https://huggingface.co/collections/Lightricks/ltx-23

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

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

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
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
>>>/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
>>
>inb4 nigbo
>>
>>
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FYI for AMDbros, the new ROCm 7.14 fixed a bug that makes it worthwhile to reenable cudnn in ComfyUI. For me it reduces VAE decode's peak VRAM usage by almost half (after initial benching for a given resolution), and the initial benchings are reasonably quick now instead of insanely long. It can be reenabled by setting an env var for COMFYUI_ENABLE_MIOPEN=1

ComfyUI disabled it by default on AMD a couple of years ago because it was dog-slow the first time you decoded a given resolution, and it conferred no RAM advantage at the time. ROCm 7.14 has reduced the RAM usage, and made the first-decode benching less retarded, so now it takes me 1 min instead of 40. (I'm on an iGPU, so it should be way quicker on a dGPU. Subsequent decodes take me 5-10s for the same res.)
>>
>none of my gens in the collage
What the fuck baker??? we already went over this.
>>
>>109302616
uh huh...
>>
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>>
>>109302629
its okay i still love you
>>
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>>109302611
Brother, they're just feet.
>>
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>>109300563
>What exactly am I supposed to do to install comfyUI on Linux with a 9070XT?
Official ROCm install instructions for Ubuntu and Red Hat are here:
https://rocm.docs.amd.com/en/latest/install/rocm.html?senpai=radeon&w=graphics
You can try picking whichever's closer to your setup in the table, and see if the instructions help.

After that, install Pytorch:
https://rocm.docs.amd.com/projects/ai-ecosystem/en/latest/frameworks/pytorch/install.html?senpai=radeon&os=linux&i=pip&w=compute&gpu=rx-9070-xt&pytorch-ver=2.12.0&gfx=gfx1201
(Choose Docker or pip in the table depending on your setup.)

Then install ComfyUI:
https://rocm.docs.amd.com/projects/ai-ecosystem/en/latest/inference/comfy.html
Besides running "pip install -r ComfyUI/requirements.txt", you probably also want to do the same for manager_requirements.txt, and then always launch ComfyUI with the --enable-manager command flag. This gets you image previews during generation, and an extension manager UI.

You can also enable ComfyUI's newer memory management by launching ComfyUI with the --enable-dynamic-vram command flag (on Nvidia it's on by default). People's experiences with it are mixed, but the idea of it is to cut down on disk swapping, and instead prefer releasing models under RAM pressure, and reloading them fresh from disk later.

You can also try enabling MIOpen (AMD's version of cudnn), for the reasons noted in >>109302626. I think on Linux the command is "export COMFYUI_ENABLE_MIOPEN=1"
>>
>>109302626
>>109302659
How much do they pay you to make these posts
>>
>>109302659
thanks chat
>>
>>109302659
thanks, ive never put on my programming socks this fast before
>>
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>kiaralage
cool
>>
>>109302659
>Ubuntu and Red Hat
why would you do this to yourself
>>
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>>
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what the fuck is summertime saga, I keep seeing new loras
>>
>>109302699
why does he even talk about "game dev protests" when he has never finished a single thing lmao
>>
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>>109302625
Oh yes
>>
>>109302704
viral porn addiction game
>>
>>109302737
it looks like shit
>>
>>109302704 >>109302747
yea, just some porn game. i don't think the 4ch / booru / ... people find it terribly noteworthy
>>
>>109302622
bodied the freak
>>
>>109302762
I see threads for it on /v/ daily. Thats where most of the porn addiction recruiting happens.
>>
>>109302737
damn, actually looks like I would enjoy this lol.
>>
^We know you would. Porn addiction is better than beer goggles.
>>
>>109302737
I wonder if we have any decent tools available to create a game like this, creating animations etc... for each sex scene
>>
>>109302770
https://arch.b4k.dev/v/search/subject/summertime/

doesn't seem terribly active to me and i really didn't see much on the fanart side of things but perhaps i'm underestimating it. people certainly should have their loras.
>>
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>>
>>109302799
LMAOOOO, they don't call it by name, the threads are like "would" or "[characters name] ass...."

Its usually the devs themselves - as with most of the threads on /v/ - they're more subtle about it.
>>
>>109302717
his life is so insignificant he has to keep referencing him being 2 blocks over from some event as some BIG thing in his life and defined him.
>>
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>>109302797
with effort yes, but the local video models still are a bit of a struggle

and so are the world engines. world engines because longer term pre-generating this for a 3d game engine is probably the better option. that like pre-generated video *will* perform well enough whereas it's not clear if inference will be fast enough on random people's video game computers
>>
>>
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>>
>Use Krea 2 on Comfy
>About a minute per gen
>Use Krea 2 on Forge Neo
>3 minutes and my whole pc stutters
Apparently it keeps offloading shit sending them in and out of memory
This is retarded
>>
>>109302825
>world engines
https://huggingface.co/robbyant/lingbot-world-v2-14b-causal-fast

Seems pretty interesting, yeah probably pre-recording everything is best bet. I wonder if it fits into 24GB and if it works for uncensored thrusting scenes.

Also with Kimi K3 I see the doing something interesting with agents, though that is not local yet and the model is massive
https://xcancel.com/arena/status/2077824029126504525
>>
who was that anime girl anon here is obsessed with i forget her name
>>
>>109302872
what color was her hair
>>
>>109302872
what was her skin color?
>>
>>109302865
after a while my forge keeps OOMing and I have to restart my PC. Shit sucks because I just can't into comfy
>>
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>>109302872
I think her name was like Tubgirl or something
>>
>>109302892
What, really? What are your specs?
My forge runs fine, but it just goes retarded with Krea for some reason.
>>
>>109302868
yes. we're getting there from various angles and multiple of these angles surely will work locally sooner rather than later.

various of these are obviously really close technology-wise for what you need for the bulk of a typical nsfw game.
>>
>>109302903
yeah no, it's only with Krea2.
I've got decent specs, 4090 with 64gb system ram
>>
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>>109300563
>>109302659
just install swarmui thats what i did on cachy with a 9070xt
on that note anyone using the Pro R9700?
if so how is the performance using wan2.2 and ltx2.3
>>
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Why there are no proper AI thread ? Why is everyone i look, its full of schizos everywhere ?? What the fuck happen ?
>>
>>109302878
>>109302890
>>109302898
no its not any of those girls... whats the other girl that anon posts a bunch?
>>
>>109302923
Better than mine then, this is funny
Despite the long ass time I had no OOMs
>>
This is the proper AI thread
>>
>>109302926
>goes to 4chan
>is shocked pikachu face the coocoo for cocoa puffs all hang out posting their festive crazy
>interupted me turning another video game creature into a monster babe
>interupted me turning another female into a harem member for my harem babe army
really? and you post a stupid non ai frog? fuck off to >>>/dogdumbschizothinkinghesnotschitzoonasiteofschitzos/
>>
I trained a LoRA for IL but it seems its prone to artifacting, I only had 8 images to train.
>>
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>>109302927
>>
>>109302926
Please note that the anon who replied to you does not represent this general in any meaningful way. Please disregard his post.
>>
>>109302948
some optimizers, training parameters or other finetunes/base models can be better

but it might take a bunch of attempts to find out
>>
>mfw Resource news

07/17/2026

>Rare Concept Generation via Counterfactual Inference in Diffusion Models
https://github.com/200204jzy/CI-Diff

>Uni-AdaVD: Universal Concept Erasure for Visual Generation via Orthogonal Value Decomposition
https://github.com/QifanZhou/Uni-AdaVD

>MeanFlowNFT: Bringing Forward-Process RL to Average-Velocity Generators
https://harahan.github.io/meanflownft-project-page

>TanGO: Training-Free 3D Editing via Tangent-Space Guidance and Optimization
https://github.com/siw00-lim/TanGO

>GlobalForge: Towards Robust AI-Generated Image Detection
https://anonymous.4open.science/r/GlobalForge-BE0F

>Knowing You at First Glance: Inferring Apparent Personality from Faces
https://github.com/MrHuan3/GlanceFace

>GNM: Generative aNthropometric Model and Ecosystem
https://github.com/google/GNM

07/16/2026

>Reflecting Process Expertise in Procedural Material Generation
https://materialapprentice.github.io

>PromptForge LD: Shot-writer for LTX Video in ComfyUI using llama + lm studio + ollama
https://github.com/Brojakhoeman/Prompt-Forge-LD

>Qwen3-VL-4B-Instruct Heretic (ComfyUI)
https://huggingface.co/DreamFast/Qwen3-VL-4b-Heretic-ComfyUI

>The AI Backlash Has Tech Executives Fearing for Their Lives
https://www.wsj.com/us-news/the-ai-backlash-has-tech-executives-fearing-for-their-lives-30c43972

>George Lucas likens AI sceptics to luddites clinging to horses and carts
https://www.theguardian.com/film/2026/jul/15/george-lucas-likens-ai-sceptics-to-luddites-clinging-to-horses-and-carts

07/15/2026

>PiD v1.5 Checkpoint
https://research.nvidia.com/labs/sil/projects/pid/comparison.html#qwenimage

>RFMSR: Residual Flow Matching for Image Super-Resolution
https://github.com/Faze-Hsw/RFMSR

>Contrastive-Augmented Flow Matching for Style-Content Disentanglement
https://github.com/CompVis/SCFlow/tree/main#-catfm-follow-up

>Let RGB Be the Language of Vision
https://github.com/yangtiming/RINO
>>
>mfw Research news

07/17/2026

>Multi-Axis Max@K Reinforcement Learning for Representative Diversity in Text-to-Image Generation
https://arxiv.org/abs/2607.14962

>Advanced Image Generation: Negative Prompt Optimization and Latent Classifier Guidance
https://arxiv.org/abs/2607.14580

>Inference-Time Concept Suppression and Video-Centric Evaluation for Text-to-Video Models
https://arxiv.org/abs/2607.14194

>Introspective Attention Modulation for Safe Text-to-Image Generation
https://basim-azam.github.io/iam

>ReBind: Multi-Reference Video Editing via Structured Instructions with Explicit Reference Relationships
https://rebind-mrv2v.github.io

>KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation
https://arxiv.org/abs/2607.14202

>MagicPrompt: Ultra-Lightweight Prompt Tuning for Video Generation
https://arxiv.org/abs/2607.14595

>FlashDecoder: Real-Time Latent-to-Pixel Streaming Decoder with Transformers
https://arxiv.org/abs/2607.14898

>MultiRef-Compass: Towards Comprehensive Evaluation of Multi-Reference-to-Audio-Video Generation
https://arxiv.org/abs/2607.14189

>WanSong v1.0 Technical Report
https://arxiv.org/abs/2607.14749

>U-shaped Multi-granularity Learning for Vision-Language Models
https://arxiv.org/abs/2607.14966

>Contextualized Evaluation of Vision Language Models through Dynamic, Multi-turn Interactions
https://arxiv.org/abs/2607.14499

>DriftWorld: Fast World Modeling through Drifting
https://susie-lu.github.io/driftworld

>Symbal: Detecting Systematic Misalignments in Model-Generated Captions
https://arxiv.org/abs/2607.15216
>>
>>109302926
Prompting does a terrible thing to a man
>>
>>109302948
* 8 training images doesn't necessarily make this easy

and maybe it's even the "best" idea to pre-process the images with like a gan or scalevr2 if it first removes the artifacts. but it's not like this is a standard procedure that always works ideally either.

so... no really easy fix, but you don't necessarily have to give up right away. it could work. 8 images aren't impossible.
>>
First time using comfy what extensions should I install?
>>
File: 776841.png (1.94 MB, 1504x1184)
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>>
>>109302980
cock lengthener
>>
>>109302980
i like save-image-extended and the equivalent for video videohelpersuite, both have more options for saving the final output

i also like the power lora loader from rgthree (and the fast bypasser for groups etc but that's maybe for later)
>>
>>109302704
blocked that term ages ago, idk why third worlders and normies are obsessed with it, actual family guy tier style.
>>
>>109303004
you WOULD fuck lois tho right?
>>
>>109302965
>>109302979
Makes sense, I'm going to try again with a different base model but this will likely be my last training for a while as the buzz has run out.
>>
File: ComfyUI_05303_.png (1.33 MB, 1024x1536)
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>>
>>109303011
if you can share the training data and it's something like an anime girl or something of wider interest like that, maybe someone will give it a shot. sometimes even a quick 512px training with someone else's favorite setup or w/e can give some insight or even an usable result
>>
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>>109302923
something must really be wrong since i just installed krea2
using Comfy in Swarmui with 9070XT should be no problem on a 4090
>>
>>
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learn composition you mf....
>>
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>>
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>>109302952
remember when comfy used to post his fennec girls here. what a time

also claude is insane. literally setup an entire mock browser just to show my project working
>>
>>109302926
A. Mods don't browse these and unless you're posting like literal showing bobs & vagene porn on a blue board or generated CP on a red you're not getting in trouble, they don't care if anything they want the slop threads to self-destruct.

B. It turned out schizos and proompters go hand in hand due to how easy it is set up and get started vs the litmus test of picking up a pencil and making something of note is a big one, even then 90% of generals on this site have their own set of recurring schizos, (just go on /vg/ if you want to see)

>>109303010
I have standards in my cartoon women how dare you take me for some whore.
>>
>>109303100
Did the blog factory explode
>>
>>109303104
>if anything they want the slop threads to self-destruct
They did a great job then because /g/ is like 50% AI generals now. If only they made an /ai/ board.
>>
in india there is no blog factory, we just speak to the rats in our temple while sharing milk with them
>>
>>109303100
too bad it counts towards your limit when it does that ;)
>>
>>109303135
If they made an /ai/ board, /g/ would die overnight. You cannot talk about tech in the current year without AI being involved.
>>
most coherent and least smelly AI general on 4dchan
>>
>>109303154
this isn't /lmg/
>>
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>>109303031
While doing a bit of testing with parameters I have notice that it actually does a lot better at lower CFG despite the lower contrast.

At 5-6 CFG it tends to create these color fraying artifacts.
>>
>>109303148
it's going away in 2 days anyway. I hope anons here are taking full advantage of it, it's legit scary how good it is.

Kimi K3 is cheaper so everyone will probably switch to that
>>
>>109303149
I want to talk about AC instead
>>
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>>109303100
>remember when comfy used to post his fennec girls here. what a time
i'm thinking he's still occasionally here but being anon is better than celeb and drama anyhow.

> also claude is insane. literally setup an entire mock browser just to show my project working
llm are getting more impressive too, SaaS LLM like Claude probably will just be a series of rugpulls and bullshit tho. get more set up locally ASAP.
>>
>>109303167
For Answer is kino
>>
why is it that I can reliably create better looking character LoRA's and LoKR's for Krea with literally no captions at all and just a prompt word. I'm going to assume style and/or poses probably require some level of captioning to properly guide whatever the user is trying to visualize though at least
>>
>>109303170
If I ran an LLM locally then I wouldn't be able to gen at the same time. Can't do both at once. If I were rich I'd ideally have two workstations, one for gen'ing and one for my llm.
>>
>>109303185
It works the same way as with older models. Captions are like passwords to trigger the concept. Too little captioning, your lora will likely inflexible. Too many captions, your lora's concept would be diluted too much.
>>
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>>
>>109303161
maybe that's a viable enough workaround.

the lora most likely did learn something wrong tho as you already suspected
>>
>>109303185
i think in many cases this would already have worked quite well on past models, but sure krea overall seems easy to train for. pretty broad understanding in the base model, nice text encoder and vae, stuff like that.

it might also simply be that the training methods had various relevant improvements over time, not all of them visible in ui but just "bugfixes" or simply the more sound method to do one small step in the whole zoo of algorithms that might have amplified into a mess with some training data. there were not few of these.
>>
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>>
>>109303199
can't tell the difference between this model and Qwen Image 2512
>>
>>109303259
it's better in a bunch of ways. faster for most, the seed variety is bigger. the base training is broader and more useful overall etc (also lora training is easier etc)

it'll be used more than qwen-image-2512 for sure. perhaps qwen-image2 might have been more comparable if it had been released at the time, but it wasn't.
>>
ideogram 4... whatever happened there?
>>
>>109302948
Train only the latter half layers.
>>
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>>109303185
>tfw I'm over here prompting fucking everything down to the literal pixels and some frog poster is saying to just use a single trigger
feels bad
>>
>>109303352
You're supposed to be prompting the things you don't want to bleed into every gen. So if you're training a style, you usually prompt everything except the details of the illustration (brush strokes, etc.) and for characters you don't prompt their facial features and other details that are part of their body. Training on a single trigger word probably works because it trained on everything in the image. So you still get what you want but there's probably a bunch of random objects bleeding into the gen that aren't supposed to be there.
>>
>>109303352
Notice how frogposters never attach a gen, it's pretty obvious why.
>>
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>>
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>>
>>109303464
You could have just taken a photo on your phone anon.
>>
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>>109303401
i wouldn't be a frog poster if I attatched a gen because then I couldnt post the frog, also what I said requires literally no effort to recreate so believe me or don't idc
>>
TFPV (total frogposter victory)
>>
What a dead general
>>
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>>
>>109303589
so you admit you purposely are trolling. cool thanks.
>>
>>
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>>
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>>
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>>109302704
Shitty porn game, fuck your classmates, teachers and (censored) family at the end of high school power fantasy simulator. Huge brown following. One of the biggest patreon scams. And not even in a it's scam because it's low quality junk kind of way, but the dev is greedy faggot who wants more after already getting millions over comically overvalued slop, so he stopped development for two years and then started needlessly redoing shit again in an even worse and more low effort way to keep milking patreon paypig money kind of way.
(Honestly it was kind of entertaining to follow the drama though.)
>>
>>109303730
I now realized I might have worded it a bit poorly.
I meant to say it's low quality junk scam, but also a literal scam on top of it.
>>
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>>
>>109303769
ayy lmao
>>
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>>
Remember Flux2Klein ? Remember your old Toys
>>
>>109303868
yeah, it wasn't that long ago
*checks notes*
oh, holy shit
>>
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>>
twelve thousand million parameters
can't control gaze direction for shit
>>
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betrayal
https://suno.com/s/1pZpdiKRC8ir3E9U
https://youtu.be/dzPsubwUIPg
>>
>>109302625
>>109302728
>>109302807
>>109302845
>>109302924
sloep
>>
>>109304010
Really cool. I liked the drums. The flute, reminded me of The Flute Tune but in a non corny way.

>>109303857
...
>>
>>109303896
in my experience, what and why are more important than where.
>she is looking to her left
nets worse results than
>she locks eyes with an old friend across the room
or
>she is lost in a thought while examining a painting
>>
>>109303868
its not like anyones cared to release a better edit model since
>>
>>109303170
local llms suck
>>
>>109304104
>he can't run Kimi K3 locally
should have bought the RAM when it was cheap
>>
>>109303100
>also claude is insane. literally setup an entire mock browser just to show my project working
average nu-/g/ tard knowledge of basic html btw
>>
keke
>>
palmer
>>
>>
>>109304111
china sucks anyway
>>
i'm about to post kino, but you're all going to say its slop
>>
slop
>>
Would it kill comfy to add dynamic prompting {0.7|1} into all node inputs? What's the easiest way to do this for LOrA strength for example?
>>
>>109304054
thanks
>>
>>109304290
uhh idk, i've never needed to do that before.
does {<lora:weight>|<lora:weight>} work, same lora different weight, or does the load lora syntax just bypass the wildcard?
>>
>>109304277
>>109302832
what's the recipe?
>>
>>109304010
Suno or Ace Step?
>>
>>109304325
suno. haven't fucked with ace in ages, last time i did it was ass lol
>>
What is this bid thing on civitai?
Why would I bid for someone else's model to stay on the front page? Why is it even an option?
What's in it for me?
Why would anyone bid for other people's models, unless for money laundering by buying their crypto buzz?
Is that site run by j-word people?
>>
If anyone is looking for a cool artist to make a LoRA out of:
https://x.com/Gobli_Prin
>>
>>109304351
kill yourself
>>
>>109304355
What about this one?
https://x.com/MonyPich2
>>
>>109304338
Yeah I think Ace-Step can be good but you'll need custom loras for that. Voice is good but default instruments sound like MIDI instruments.
>>
File: 1773683141053569.png (1.66 MB, 1080x738)
1.66 MB PNG
>>109304078
>its not like anyones cared to release a better edit model since
you're lucky anon, because there's the v1.2 edit of Krea 2 that just got released
https://huggingface.co/conradlocke/krea2-identity-edit/blob/main/krea2_identity_edit_v1_2.safetensors
https://github.com/lbouaraba/comfyui-krea2edit/blob/main/workflows/krea2_identity_edit.json
https://www.reddit.com/r/StableDiffusion/comments/1uzpxxy/krea_2_identity_edit_v12_lora_released_today_and/
>>
>>109304366
suno paypigging has it's advantages
>>
>>109304351
>>109304361
Uh, why?
>>
>>109304401
Putting the idea out there.
>>
>>109304418
Are you trying to steal their art or what? Because that's not very ethical.
>>
>>109304388
no doubt. Suno is pretty amazing.
>>
File: meme.png (2.57 MB, 1664x1248)
2.57 MB PNG
>>109304367
>He is eating a hamburger in a restaurant
this shit is still a meme
>>
>>109302704
>nobody posted it
>>
>>109304388
>>109304424
>Suno
Treblo is the real goat
https://treblo.com/song/4e9a403a-15db-4c1c-a853-9872d2f7bae2
>>
>>109304351
>>109304361
ty anon these might get me back into baking for a bit
>>
>>109304367
kekd
>>109304433
Sadly the result of heavy synthetic data use
>>
>>109304442
not bad. lol this is literally Jamiroquai singing this song.
>https://treblo.com/song/4e9a403a-15db-4c1c-a853-9872d2f7bae2
>>
>>109304433
*cancels the download*
>>
I pulled comfy and now all my noodles are invisible, wat do?
>>
>>109304344
We don't use jeet website here, newfag.
>>
even Krea gets selfies wrong often
>>
>>109304442
https://treblo.com/song/c08be2f6-bf4e-4abb-bb38-9d7a583503bf
this is good damn
>>
>>109304433
you forgot to say which he
>>
>>109304433
do you expect me to believe klein does any better with that shitty prompt?
>>
>>109304491
>even Krea
you said it like it's the best model ever to be released
>>
>>109304504
>I see multiple people on the image
what are you drinking today anon?
>>
>>109304506
it is the best open weights model, how is that controversial?
>>
>>109304504
yet it copied over all the other stuff related to "he"
>>
File: 1763539277361623.png (770 KB, 2663x1166)
770 KB PNG
>>109304512
>it is the best open weights model
why not a lot of people are downloading the "best" model then?
>>
>>109304512
>it is the best open weights model

It's called Flux2Klein9B btw.
>>
File: 1766136948392112.png (2.61 MB, 1632x1216)
2.61 MB PNG
>>109304505
this is what I got with klein 9b
>>
>>109304515
oh popularity matters now?
>>
good morning sar
>>
>>109304523
try to explain why the supposedly ""superior"" model has 100x less downloads, I'm all ears
>>
>>109304515
are you telling me that 3 million people downloaded z-image turbo last month?
>>
>>109302872
Sakura Haruno
>>
File: 1776236866190002.png (12 KB, 506x219)
12 KB PNG
>>109304529
>3 million
it's 4.6 millions now lol
https://huggingface.co/Comfy-Org/z_image_turbo
>>
>>109304528
you fucks would be clambering up the walls slinging poo at anyone who claimed download count matters at any other time
>>
File: Krea2_turbo_00537__75.png (3 MB, 1332x1776)
3 MB PNG
krea2 > everything

>muh z-image download count
fake count
>>
>>109304433
>>109304522
>no metadata for proof

>>109304515
>only 300 like difference
>>
File: China wins.png (415 KB, 800x582)
415 KB PNG
>>109304537
>4.6 millions in 18 days (the month is far from over)
>that model is 7 months old btw and it's still that popular
yeah, I'm thinking ZiT is the GOAT
>>
>>109304537
holy shit that's a lot of compute
why last month though. why is the entire planet suddenly downloading z-image turbo?
>>
File: 325897832479763957.png (78 KB, 1539x305)
78 KB PNG
>>109304537
kek z slop getting giga mogged by SD1.5 GAWDS
>>
the free version of ChatGPT has hundreds of millions of users every day
it clearly is the best LLM in the world
>>
>>109304556
it has always been like this, every month ZiT is getting millions of downloads
>>109304559
I guess a lot of people download SD1.5 because everyone has a potato pc kek, it's not that complicated, Krea 2 is a 12b model, so it filters a lot of poorfags
>>
>>109304559
lmao, bodied that freak
>>
>>109304569
So, SD1.5 is the real goat? I fucking knew it.
>>
>>109304573
yup, it bets all other models in the only metric that counts
>>
Krea2 redditors crying ITT
>>
>>109304541
Trump is that you?
>>
>>109304568
>it has always been like this, every month ZiT is getting millions of downloads
It doesn't make sense though. I can't imagine that all those people have the compute necessary to run z-image nor do I believe there are that many people that would want to.
>>
>>109304576
I think your z-image download script errored out, you should go check it out
>>
>>109304576
post some zit gens.... you won't, you can't. that shit is painful to look at now.
>>
I just tired this out and wow, into the fucking trash it goes...

https://civitai.red/models/2764349/krea-2-style-reference-lora?modelVersionId=3111281

Tried it on this image >>109303036 as reference and it's no good, it completely changes the image to something that looks nothing like it. I'll be using another edit lora on it which I tested a little yesterday with really good results.
>>
File: file.png (149 KB, 498x446)
149 KB PNG
>>109304559
>6 millions downloads this month
>109 likes
somethin's shaddy with huggingface's metrics no?
>>
guys the ComfyOrg repo for Krea 2 doesn't track downloads, that's where most people get it not the official repo
>>
File: it do be like that.jpg (642 KB, 2046x1128)
642 KB JPG
>>109304588
>that shit is painful to look at now.
yeah, Krea 2 looks terrible when you compare it to decent models
>>
>>109304590
consider that A1111 at some point, maybe even now, automatically downloaded SD1.5 if you had no models installed
it's probably a lot of automated downloads
>>
>>109303036
krea2 retards believe this image is good
>>
>>109304442
i'll give it a spin. thanks!
>>
File: 52378983573975975.jpg (2.11 MB, 2634x1117)
2.11 MB JPG
>>109304598
>>
File: kekerino.png (258 KB, 1009x382)
258 KB PNG
>>
now the other image will be posted where Krea 2 still clearly mogs but because it has an extra finger, something that is real but rare, ztards will point and laugh
>>
>zitards never post an original gen
really makes you think
>>
>>109304600
I'm going to be posting krea2 images all week and you are going to seethe, I'm going to be enjoying.
>>
>>109304606
Krea 2 looks even worse with those images, are you really trying to flex this shit or something? is this a troll?
>>
File: 5807469870587789.png (1.83 MB, 1024x1024)
1.83 MB PNG
>>
>>109303036
>plastic legs
what will be his excuse this time? "uhh duh, Asian women also put botox on their legs!!"
>>
>women put lotion their legs
>this confuses the zit incel
>>
z-image turbo is so distilled it's down to 3 images
>>
Krea 2 is alright for me
https://files.catbox.moe/g9u7me.jpg
inb4 "woaow!"
>>
>ztard army out in full force
time to call it a night
>>
Look they're both amazing models. I don't know why you guys always have to have these retarded arguments. Just use the model you like.
>>
>>109304623
>i'm going to spam /g/ with slop all week
not by problem
>>
File: loool.png (117 KB, 666x404)
117 KB PNG
>>
>>109304635
>>109304637
>>109304642
>spam melty
that's how you know you hurt them bad kek, feelsgoodman
>>
>>109304644
you never see z-image images here anymore thobeit
>>
>>109304644
>Just use the model you like.
but muhh console war!!
>>
File: file.png (1.94 MB, 1514x1095)
1.94 MB PNG
>>109304641
Krea2 retards believe this is a good image gen
>>
>>109304654
there's allegedly over 3 billion zit downloads last month but not a single one of them posts their gens here
>>
>>109304641
>>109304663
so much noise, or else it's ideogram or else this retard has added some post processing noise and called it a day kek
>>
>>109304663
fuzzy hair
>>
>>109304663
It's alright
>>
all they have to complain about is the hair, kek
>>
File: delusion of grandeur.png (890 KB, 828x994)
890 KB PNG
>>109304666
>they don't post ZiT image on some random schizo thread, that's the ultimate metric to know if a model is universally popular and loved
you're not that important anon, there's probably less than 30 people lurking in there, do you know that the earth has 8 billion people right?
>>
could someone actually post some good zit gens?
>>
>>109304678
>do you know that the earth has 8 billion people right
and yet Z-Image Turbo by Tongyi-MAI has 4 quintillion downloads in just the last 18 days
the numbers don't add up
>>
File: file.png (255 KB, 423x581)
255 KB PNG
>>109304673
hair don't look like that mate
>>
>>109304663
looks like ass, the texture is terrible, especially the hair
>>
>>109304692
the naughty words in the prompt make it fuzzy.
>>
if they to zoom in you've already wonned
>>
>>109304678
>>109304678
>you're not that important anon
i am
>>109304678
>there's probably less than 30 people lurking in there
wrong, there's way more than that
>>109304678
>do you know that the earth has 8 billion people right?
so you're telling me half of the population download zit this month? kek
>>
File: OHNONONONO.png (415 KB, 857x1200)
415 KB PNG
>>109304708
>so you're telling me half of the population download zit this month?
he's trolling right?
>>
File: 5703858703508365.jpg (2.51 MB, 1616x2880)
2.51 MB JPG
>>109304692
it does hair well enough
>>
>>109304663
>>109304673
your gen looks fine, just put it through a second pass at 0.4 denoise to fix the texture issues
>>
File: 00164-1269275483.png (1012 KB, 1152x896)
1012 KB PNG
>>
>>109304716
catbox?
>>
do we have something good yet?
>>
>>109304722
with the same sampler settings? how would that fix anything
>>
>>109304663
you just don't know what you are doing.
>>
>>109304708
>Kreatard can't do basic math
why am I not surprised?
>>
>>109304746
infinite cope + 0 zit gens = ?
>>
>>109304735
its called a diffusion mulligan. sometimes the first pass finishes in an unfavourable region of latent space. a second pass gives the model another chance to rebuild from a more saner position
>>
File: 5329920315430.png (2.29 MB, 1024x1600)
2.29 MB PNG
>>
>>109304778
>his model needs multiple pass to gen an image
Flux2K9B doesn't have this problem
>>
File: krea2_00006_.png (2.82 MB, 1536x1536)
2.82 MB PNG
>>109302924
I love this lora and node.
https://civitai.red/models/2761113/krea-2-identity-edit
https://github.com/lbouaraba/comfyui-krea2edit
>>
I'm looking at my old z-image-turbo gens and nothing seeing any advantage over Krea 2
>>
>>109304801
>Flux2K9B doesn't have this problem
because there's no saving flux, its dogshit through and through
>>
>>109304804
turn on the monitor
>>
File: figurine.png (2.08 MB, 1024x1536)
2.08 MB PNG
>>
>>109304813
>"Dark fantasy movie"
>clothing still defaults to modern casual
>>
>>109304801
Klein is only good for editing. For genning, it produces body horror 90% of the time.
>>
>>109304522
>>109304433
Can't stand the slopped plastic look Klein gives at all but the likeness is much better. (Neither would pass for the same person though)
>>
Will Zeta Chroma be better than Krea 2?
>>
if you post taylor swift gens is it an automatic ban?
>>
>>109304837
how can perfection be perfected?
>>
>>109304850
jannies dont care about likeness
>>
>>109304850
if it's sfw then you will be fine
>>
>>109304728
I do but you don't.
>>
File: 1781986893576610.png (57 KB, 772x613)
57 KB PNG
>update comfy
What in god's cock is this shit now?
>>
>>109304903
Punishment for you using UNSUPPORTED GGUF nodes, chud.
>>
>>109304903
are you scared of straightness?
>>
>>109304903
welcome to the new world of subgraph cancer
>>
>>109304850
Never saw someone posting SFW fakes here getting jannied but you never know for sure with jannies.
>>
File: 8566450976856583876.jpg (3.1 MB, 3072x1728)
3.1 MB JPG
>>109304926
that guy was spamming his zendaya gens for days and he was fine.
i genned one and nothing happened to me.
>>
>>109304923
show butto
>>
File: Ideogram__01284_.jpg (1.28 MB, 1616x2880)
1.28 MB JPG
>>109304716
>>
>>109304939
the what now?
>>
I'm glad Forge exists, imagine using modern Comfy, what a fucking nightmare.
>>
File: 1784373254.jpg (818 KB, 1184x1776)
818 KB JPG
>>109304850
Mucha Rutkowksi Swift. SD 1.5 perfection.
>>
File: ComfyUI_Krea_2_00378_.png (1.63 MB, 1152x1152)
1.63 MB PNG
>>109304338
>>109304424
>>109304503

I'll take ACEStep XL with a LoRA over these any time of the day anon. I'll take anything local over that garbage since you can't train a LoRA, and I've trained some pretty cool ones already.

Thinking ACEStep is still bad (since XL version) compared to Suno boils down to a skill issue. The Base model has most creativity, that combined with Turbo (Base-Turbo 0.5 merge) has pretty good results
https://vocaroo.com/1BubQnbcvSvt

That is from my ZUTOMAYO LoRA

This is what the raw Base model (non-merged) outputs with DCW https://vocaroo.com/1784EdmGwraX

Both LoRA outputs I upscaled with Matchering 2 (local mastering model), but even without upscale they are pretty good. The issue for ACEStep 1.5 XL is that going from the Base model to any merge or plain Turbo or SFT model dilutes the instrumental creativity that the Base model is capable of, and the Base model sound quality suffers especially with voice, but hopefully this is all mitigated in v2.
>>
>>109304953
Art
>>
File: krea2_00010_.png (3.09 MB, 1536x1536)
3.09 MB PNG
>>109304827
>>109304802
You're so wrong, even the anima edit lora does a better job. The edit node and lora for krea2 changes the game completely. With klein9b its a constant battle to avoid it from making people look different and like plastic.
>>
>>109304970
>With klein9b its a constant battle to avoid it from making people look like plastic.
>*Post a plastic image*
what did he mean by this?
>>
I'm unironically thinking of going back to SD 1.5 or Flux 1 D.
>>
File: Krea2_turbo_04786_.png (1.04 MB, 1192x792)
1.04 MB PNG
>>
File: 1781316420944520.jpg (3.52 MB, 2304x2304)
3.52 MB JPG
>>
File: 257807357920857956.jpg (923 KB, 1536x864)
923 KB JPG
>>
Krea 3 will have the good Flux.2 VAE, but fuck up everything else
>>
>>109304982
well flux has a mature lora landscape, but no thanks. I mean I still have all the shit & convrot quants do exist now too, right?
>>
>>109304982
chroma is based on flux and is a straight upgrade
>>
vae is not the problem with krea, its the shitty model itself
>>
>>109305000
>Krea 3 will have the good Flux.2 VAE
they said they're gonna go for pixel space for krea 3
>>
>>109305024
if they go closed source for k3 i'll fucking kms and reincarnate as an saas cuckold.
>>
>>109305024
and they will probably revisit their approach to sanitization. I can't wait.
>>
>>109304964
>https://vocaroo.com/1784EdmGwraX
Meant to link
https://vocaroo.com/18BzfqRk6pA9

That first one was actually just the unmastered output of the Turbo-Base merge.
>>
Honestly I'm not feeling Krea 2 for 3DPD at all.
>>
>>109305048
you can forget using krea 2 for realistic stuff, it's not meant for that
>>
>>109305052
then why is it so good at realism?
>>
File: 18-37-2026.jpg (850 KB, 1049x1575)
850 KB JPG
>>
>>109305056
it's not thoughbeit >>109304598
>>
>>109305064
what about all the other krea 2 gens in the thread like
>>109304716
>>
>>109305074
>has to make a photo from the back to get something decent
show the skin coward
>>
>>109305097
>has to make a photo
little freudian slip there.
>>
File: hmm.jpg (1.83 MB, 3232x2880)
1.83 MB JPG
>>109305074
krea has a better ass but id4 mogs in every other regard
>>
>>109304964
>>109305040
What's also interesting is that the Base-Turbo merge can take a slightly overfitted Base model and make its outputs more unique.
>>
>>109305107
KEKERONI PEPPERONI, BODIED THAT FREAKARONI
>>
File: 1r1r.png (2.18 MB, 1024x1536)
2.18 MB PNG
>>
>>109305114
was ideo ever fixed, I never gave it a shot because fuck dealing with that
>>
files.catbox.moe/fj65pz.mp4
>>
>>109305137
Most mature Kreakek
>>
>>109305063
image as real as her tourette larp
>>
>>109305176
kek, nice one
>>
>>109305176
they are real and they are spectacular
>>
>>109305176
so very real :)
>>
>>109305173
looks scratchy
>>
>>109305176
lmao
>>
File: nendo.png (2.13 MB, 1024x1536)
2.13 MB PNG
>>
>>109305194
pfffffff

files.catbox.moe/kuo2ow.mp4
>>
File: n4444.png (2.09 MB, 1024x1536)
2.09 MB PNG
>>
>>109305114
me when i lie
>>
>>109305114
I’d boink either of those asses.
>>
>>109305303
what does boink mean? explain it in plain english.
>>
>>109304815
>>109305165
>>109305204
>>109305248
very good looking saar may vishnu bless ur petrol cans
>>
>>109305114
are people really attracted to asses this big? ugh
>>
File: get it?.gif (986 KB, 640x358)
986 KB GIF
>>109305114
both look like ASS imo
>>
>>109305310
since the dawn of time, go look at the oldest 1girls.
>>
>>109305114
id4 looks like ass next to krea, no pun intended
>>
>>109305314
is this the pedo cartoon show I've heard about?
>>
>>109305308
I would very much like to have sex with her.
>>
>>109305310
that is pretty small by today's standards.
>>
rest in peace baker. you were a real one.
>>
>>109305327
gay
>>
>>109305423
just a moment
>>
>>109305475
>>109305475



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