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File: 1792067338672479.png (1.03 MB, 896x1152)
1.03 MB PNG
Previously on /sdg/: >>110062679

>Beginner UI
EasyDiffusion: https://easydiffusion.github.io
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI

>Advanced UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
Forge Classic: https://github.com/Haoming02/sd-webui-forge-classic
Stability Matrix: https://github.com/LykosAI/StabilityMatrix

>Minimax H3
https://huggingface.co/Comfy-Org/MiniMax-H3

>Krea 2
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo
https://lumenastrum.github.io/clio-style-preview/gallery/

>Qwen Image 2.1
https://huggingface.co/Qwen/Qwen-Image-2.1

>Z-Image
https://comfyanonymous.github.io/ComfyUI_examples/z_image

>Flux.2 Dev/Klein
https://comfyanonymous.github.io/ComfyUI_examples/flux2

>Chroma
https://comfyanonymous.github.io/ComfyUI_examples/chroma

>Anima
https://huggingface.co/circlestone-labs/Anima

>Models, LoRAs & upscaling
https://civitai.com
https://huggingface.co
https://tungsten.run
https://yodayo.com/models
https://www.diffusionarc.com
https://miyukiai.com
https://civitaiarchive.com
https://civitasbay.org
https://www.stablebay.org
https://openmodeldb.info

>Index of guides and other tools
https://rentry.org/sdg-link

>Related boards
>>>/aco/csdg/
>>>/b/degen
>>>/d/ddg
>>>/e/edg
>>>/gif/vdg
>>>/h/hdg
>>>/tg/slop
>>>/trash/sdg
>>>/u/udg
>>>/vp/napt
>>>/vt/vtai

OP https://rentry.co/twkuk8tz
>>
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>Flux3 is the greatest model ever 9/10 - IGN
>>
>>110075064
shill money is a hell of a drug
>>
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on one hand i don't really like that you post so many of your own gens in a row, but at the same time you posted mine as the OP, so you're not making this easy
>>
>>110075131
i only post when thread's on page 3-4 (or higher), unless there's more activity.
so while technically they are "in a row" they are spaced out in time
>>
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time.. what even is it
>>
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>>
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>>110075315
that's fair. i'm a bit drunk atm so i'll probably regret what i've posted later. don't mind me too much.

idk who came up with this general design for gemma-chan either (wasn't me), but man she is cute.
>>
>>110075423
some anon on /lmg/ did
you can use the card on any edit model/api model to generate more, or your prompt seems to be doing well enough
>>
>>110075338
https://www.youtube.com/watch?v=zhRzORqNa0E
>>
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>>
>>
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>>110075484
i haven't heard that song in a while
>>
>mfw Resource news

10/15/2026

>FLUX 3 Image: Maximum control over every pixel
https://bfl.ai/models/flux-3-image

>FLUX.3 Image Klein in Diffusers: The latest open image generation model from Black Forest Labs
https://huggingface.co/blog/flux-3

>FLUX 3 Image Klein for ComfyUI
https://huggingface.co/black-forest-labs/flux-3-image-klein-comfy

>LightVAE: Towards Compact and Efficient Video Autoencoders
https://huggingface.co/lightx2v/LightVAE

>PhyMetric: Diagnosing Physical Plausibility in Text-to-Video Generation via Scene-Level QA
https://mengsiwei.github.io/PhyMetric

>Generative World Simulation with DAO and JING
https://xgenlabs.ai/research/generative-world-simulation

>No Way To Steal My Face: Proactive Defense Against Identity-Preserving Personalized Generation
https://github.com/OpenAscent-L/IDGuardian.git

>Speculative Sampling in Interactive Video Generation
https://yubo-shankui.github.io/speculative_sampling

>Representation Conditioning for Generation
https://recondiffusion.github.io

>Your Transformer Is Secretly Elastic
https://github.com/WalterSimoncini/secretly-elastic

>Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation
https://lhmd.top/atas

>Equilibrium Forcing: Adaptive Video Generation Without Noise Conditioning
https://equilibriumforcing.github.io

>MiniDog: Dog-Breed Text-to-image Flow Matching from Pretraining to Fine-Tuning on 4 Consumer GPUs
https://reyhaneesmailizadeh.github.io/MiniDog

>ComfyUI Queue Workbench
https://github.com/SmeggyBoi/ComfyUI-QueueWorkbench

>TaoMate H3 FL2VA LoRA is out, here's a ComfyUI conversion
https://huggingface.co/Robert1212star/TaoMate-H3-3Step-ComfyUI

10/14/2026

>Correction Training for Diffusion Models
https://sunovivid.github.io/correction-training/

>Simplifying and Improving On-Policy Distillation for Few-Step Diffusion
https://zjwfufu.github.io/SMD-Page

>LinMorph: Learning to Morph Weights for Efficient Video DiT Linearization
https://lonelyling.github.io/LinMorph
>>
>mfw Research news

10/15/2026

>Long-horizon Video Generation with Slot Memory Addressed By Region Tokens
https://eren-cetin.github.io/SMART

>BluePixel: Toward Native 4K Agentic Image Editing
https://tech.vivo.com/BluePixel

>Kandinsky S2V 1.0: Audio-Driven Avatar Video Generation
https://arxiv.org/abs/2610.19290

>GAD: Geometry Attention Distillation for Consistent Video Generation
https://fantasy-amap.github.io/GAD

>Data-free Multistep Diffusion Distillation
https://arxiv.org/abs/2610.19305

>PixelMoE: Scaling Pixel-Space Diffusion with LLM-Style Mixture-of-Experts
https://arxiv.org/abs/2610.18857

>Discriminative Score Function: Turning Pretrained Models into Functional Generative Priors
https://junhoo.me/dsf

>Recasting DiT for Extreme Image Compression with Hierarchical Visual Priors
https://arxiv.org/abs/2610.18607

>Glance Forcing: Making Bidirectional Diffusion Autoregressive at a Glance
https://arxiv.org/abs/2610.20220

>CREATE: Creativity Evaluation of VLMs using the Visual Remote Associates Test
https://arxiv.org/abs/2610.18569

>DuplexBridge: Coordinating Understanding and Generation for Unified Image Editing
https://arxiv.org/abs/2610.18819

>Mitigating Video Hallucinations via Attention-Guided Representation Perturbation
https://arxiv.org/abs/2610.19728

>SliderEdit++: Improved Slider Trajectories in Instruction-Based Image Editing
https://arxiv.org/abs/2610.14253

>CommerceGen-Studio: An End-to-End Framework for Commercial-Grade Main-Image Generation
https://arxiv.org/abs/2610.20603

>From Plato to Aristotle: Toward a General Theory of Representation Hypotheses
https://eethanshi.github.io/LRH

>RSIgen: Reciprocal Self-Improvement for Agentic Visual Generation
https://arxiv.org/abs/2610.18688

>How Far Can Coding Agents Go in Visual Generation?
https://arxiv.org/abs/2610.19025

>Chain of Time: In-Context Physical Simulation with Image Generation Models
https://arxiv.org/abs/2511.00110
>>
>>110075557
same, it was either post that or floyd
>>
>>110075611
the alan parsons project doesn't get enough love
>>
>>110075626
too slow for modern adhd kids
>>
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>>
>>
>>
>>110075651
they're actually supposedly past my time as well. they finished around when i was born. i was also diagnosed with add as well (nowadays called adhd, at the time there was no distinction between them).
not being much into music myself, my tastes were mostly driven by what my parents listened to.
songs like that make me cry, not because i was around for them when they were actually new, but because they remind me of a time when i would have first heard them.
>>
>>110075732
imagine what kids growing up listening to their parents music nowadays will remember fondly in the future...
all my parents listened to when i was younger was classical so for me it's wagner and mozart
>>
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>>
>>110075780
maybe i was just lucky. i'm of course completely biased, but i do believe the '70s and '80s was the best time for music.
stuff like the alan parsons project only get better over time as the lyrics become more real over time
>>
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>>110075796
>>110075780
don't pay my posts too much mind, i'm pretty drunk and i just listened to that song several times in a row.
not the best choice, perhaps.
what an amazing song.
>>
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>>110075780
thats the thing with cultural posterity though. people listen to wagner and mozart because the greats survived the classical era and the shit got filtered. same is true of all eras of music, the shit always gets filtered. only reason you might think modern music is shit is because contemporary shit hasn't been filtered by the passage of time yet
>>
>>110075780
wish my childhood memories were of my parents listening to wagner and mozart, all i got was some pop trash
>>
>you wanted a lift
>>
>>110075850
throughout my childhood all my mum listened to was contemporary pop, so things like nsync, backstreet boys, step 7, etc.
my dad on the other hand mostly listened to older music. dire straits, pink floyd, etc.
needless to say i was pushed towards older music. i was more interested in what was in my parents' vinyl collection than what was on top of the pops
>>
File: 00017-2183629274.png (3.33 MB, 1792x2304)
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trying 'my' version of a touhou girl. blank mind on adding accessories, beyond holding a giant pill
>>
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>>110075895
>me and my gf
>>
>>
>>110075922
>>110075895
Two mentally ill faggots fantasizing over questionable characters
>>110075842
You are a failed musician that lives on disability, shut the fuck up.
If you would excuse me I need to make a replica of this thread in my toilet bowl
>>
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>>
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>>110076118
lol
you ok?
>>
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>>
>>110075651
i understand that reference. it's more than a quarter of a century old joke, but i get it.
>>
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>>
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>>110076410
>>
>1990 was almost 40 years ago
>the 2070s will be almost 40 years from now
it's a crazy world
>>
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>>110076504
we're probably more alike than either of us would like to admit, even if we're probably not really that close in birth date.

>>110076529
and don't you just know it?
>>
>>
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>>110076529
I hope we make it that far
>>
>>110076553
any fan of gemma is a fren of mine
>>110076562
i wont
>none of us will
we'll see
>>
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>>
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>>110076591
>i wont
you gotta. sdg2070 is gonna be peak
>>
Dario is going to get us killed before 2030
You will see how tomorrow
>>
>>110076643
>>110076704
just wait til the micronova hits in 2030s/40s
>>
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>>110076591
i feel like you might be older than me, but >>110076562 is probably younger than me
>>
>>
>>110076717
it's likely
>>
>>
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>>110076591
i won't make it to 2070. i don't take nearly enough care of my body to make it to that age
>>
>>110076801
ai will give us new bodies bruh
>>
>>
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>>110076872
i've seen this promise too many times to believe
>>
>>110075780
I hope you're one of my children from the future. That's all we listen to, too.
>>
>>110077090
nevermore
thus quote the raven, nevermore
and so the raven,
remains in my room, no matter how much i emplore,
no words can soothe him, no prayer remove him, and i must here forevermore...

https://youtu.be/N3fHbjOsSaE
>>
>>110076962
what's the matter, they havent sent you your robowaifu yet?
>>110077090
pls trump-sama dont reincarnate me again
>>
File: 00023-131462633.png (2.92 MB, 1248x1824)
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>>
wrong one posted
>>
>>
>>
File: comfyui_00056_.png (1.47 MB, 896x1152)
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not sure i'm getting flux3 klein
>>
File: comfyui_00057_.png (3.97 MB, 1728x1344)
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>>
>>110077468
>>110077510
look about right for f3
>>
File: comfyui_00058_.png (2.23 MB, 896x1152)
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durr, was using base instead of distilled
>>
>>110077563
is that distilled? not much improvement lel
>>
>>110077584
naw, all those were with base with distilled settings.
the attached to this post is with distilled.
used a chatgpt prompt based off of an earlier illustrious gen i posted.. earlier
f3k is quick, by my standards
>>
File: comfyui_00059_.png (1.88 MB, 896x1152)
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durr forgot pic
>>
File: comfyui_00060_.png (2.02 MB, 896x1152)
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>>
>>110077606
ah nice
i'm waiting to see if more people manage to get something good out of it, most seem disappointed, like sd3 tier where some aspects are good but it's mostly junk
>>110077621
neat
>>
File: comfyui_00061_.png (1.72 MB, 896x1152)
1.72 MB PNG
>>
File: x_73luli.png (597 KB, 1024x512)
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>>
>>110077635
could be worse
>>
File: comfyui_00062_.png (2.41 MB, 896x1152)
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>>
>>110077655
you gotta be squidding.
>>
File: 🐸00000_80909_.png (3.39 MB, 908x1590)
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>>110077637
Nice.
>>
>>110077721
thanks.
it was mind-blowing.
>>
>>110077721
is that flux3?
>>
File: comfyui_00063_.jpg (1.24 MB, 1728x1344)
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hands seem not ideal. or bad prompt
>>
>>110077770
anatomy and weird poses in general fail, from waht i've seen
>>
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>>
>>
>>
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>>110077756
Qwen2.1, just getting used to this one, now another model.. :d
>>
File: comfyui_00066_.png (1.65 MB, 896x1152)
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>>
crossing the ilne a bit

>>110077821
>Qwen2.1
i've only used it for edit, t2i seems lacking
>>
>>
>>
>>
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>>
>>
>>
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>>
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>>
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>>110078063
neat
>>
gn
>>
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>>110078244
gn
>>
>>110078244
gn

i'm crashing too, gn all
>>
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>>110078314
gn
>>
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Can anyone help a retard out? I only just got around to installing comfyui with zimage turbo and can gen some basic shit but the second image I try is always either just a black image or extremely noisy to the point that you can't really make out what it's meant to be. It works fine again for one gen if I restart comfyui. I guess it's probably a memory issue but I don't know how to clear it without restarting comfy
>>
>>110078637
Turn off the internet when genning
>>
File: debo_uhc_k2_00015_.png (1.97 MB, 1792x896)
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>>110078637
hard to say without knowing what your workflow looks like
>>
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>>110078650
Didn't make a difference.
>>110078678
Okay but don't laugh, it's my first day.
>>
>>110078678
I have no idea what I'm doing to be honest. This shit just sort of came up.
>>
I am now making the switch from Automatic1111 to ComfyUI but I don't know how anything works and it's all Greek to me, which is why I was hesitant to make the switch.
>>
File: debo_uhc_k2_00017_.png (1.87 MB, 1792x896)
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>>110078735
ah, workflow looks fine. I didn't know if there was gonna be custom nodes or anything in there. since you said you just got comfyui setup, I assume you're on the latest. maybe just try a different model (krea or something) or different version of zimg (fp8 or something)
>>
>>110078758
It appears to be workflow-based, which is completely new to me. I'm going to watch a few tutorial videos but any help you all can give would be appreciated.
>>
>>110078788
Download a model and use it's specific template at first. When you get used to all the visual chaos you can start dicking around with loras. Templates are usually embedded in png files metadata so it's just drag and drop
>>
How the fuck do I download checkpoints and LoRAs and no, I don't have a manager button.
>>
>>110078929
Read the OP you lazy nigger
>>
>>110078942
Nothing in the OP tells me why I don't have a ComfyUI folder I can just dump checkpoints into retard. Apparently it can only be done with some manager thing in the UI which I don't have.
>>
NVM I found it.
>>
>>110078965
Are you braindamaged? That's exactly how ComfyUI works. It says so on every template where to put all your shit in which folder.
>>
>>110078990
>That's exactly how ComfyUI works.
What's exactly how ComfyUI works? I don't know what you're talking about and I don't know how this shit works but I finally found the folder to put checkpoints in since I had literally zero checkpoints. It was hidden behind the appdata bullshit.
>>
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>>110078990
why so angry
>>
Right, so how do I add a positive and negative prompt box to this shit?
>>
>>110079094
Left (not right) double click. OK.
>>
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What am I doing wrong here? There seems to be an issue with my negative prompt.
>>
>>110079256
flux dev doesnt have negative prompt support
also, flux is a very old model
>>
i miss schizo anon
>>
>>110078759
What's something good that runs on 16gb vram? Also, I managed to get it to run a few gens before going to shit but it still goes to shit.
>>
>>110079331
https://docs.comfy.org/tutorials/image/krea/krea-2

you might need the fp8 for it to fit, idk which model it uses by default
>>
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>>
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>>110079350
Is that the same thing as Kea-2 Int:8 text to image? Sorry for what is probably a retarded question but I don't want to download the wrong one if I can't use it.
>>
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>>110079561
Also I'm sometimes getting completely random seeming shit like this with the exact same prompt and settings with the only difference being the random seed
>>
What's the best model for photorealistic images?
>>
>>110079768
ideogram4
>>
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G'mornin Anons, have a great day!
>>
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>>
>>
>>110080481
GMorning anon, thats a distinguished looking frog
>>
>>
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new rando model dropped, already getting praised over f3 lol
quants here
https://huggingface.co/nif0/MOSS-Image-SFT-ComfyUI
moss, apparently can do tags and realism and whatnot
>>
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>>
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>>
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>>
>>
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>>
So, those who were able to try, is Flux 3 Klein better than Flux 2 Klein ?
>>
>>110081913
flux3 is DOA
moss image our new bff
>>
>>110078637
Are you on AMD? Might be an issue with the VAE. In the past you could remedy this with running the VAE at FP32.
>>
>>110078637
i used to get that sometimes with my rx6600, just the occasional black picture or slightly fucked up picture, with most being fine.
not sure i ever really worked it out, i just chalked it up to the fact it's a consumer video card and so doesn't have ecc ram and hammering it that hard is bound to run into some bit flips
>>
>>110078637
>installing comfyui
found your problem
>>
>>
>>
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>>
gm
playing around with a new workflow. The old one was getting too messy.
>>
>>110082479
I love asian cosplayer sluts, gn!
>>
>Guys GUYS! Let's ask an AI to mix the most unrelated random crap together and call it ART!!!
>I'm such an artiste ya know!!?

>>110074993
>>110075611
>>110075716 etc...

Go fuck yourself fucking nigger!
>>
>>110081977
>>110082336
>>110082390
>moss image
Yet another new model? I'm lost with all these new models... I am only starting to use Anima instead of Illustrious...

Anyway, I find Flux 2 Klein often amazing in img2img mode, but sometimes frustrating because it seems to just refuse to do anything to my picture... Will Flux 3 Klein be better?
>>
>>110082520
anima/illustrius
krea2
moss maybe (already better than f3)
all you need
>>110082479
three girls? dont go crazy here
>>
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>>
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cant believe flux3 got mogged by a nobody model. bfl on suicide watch. I guess they've still got flux-video to look forward to?
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Is this the full power of H3?
https://x.com/tekitou115330/status/2111052682140270892
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>>110082542
yah, didnt it happen with f2 (with krea) too?
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>>110082558
Pretty impressive. Pure art. H3 can do so many different powerful things.
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>>110082527
No worries... kek
just needs some fine tuning.
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moss is kinda nutty
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finally a model that gets size proportions per prompt right
if only it was bigger with more conceps tho
i hear lodestone's already planning on finetuning it with his dataset
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File: 00014-4156980591.png (2.24 MB, 1248x1824)
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heh
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File: debo_uhc_k2_00023_.png (1.94 MB, 1792x896)
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>>110082872
LMAO XD
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8 step moss lora
https://huggingface.co/lodestones/MOSS-Image-SFT-8-steps-dmd/blob/main/lora.safetensors
gets updated every 200 steps or so apparently as lodestone trains it, but you can run cfg 1 and steps 8-12



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