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File: 1793563519562691.jpg (742 KB, 1024x1536)
742 KB JPG
Previously on /sdg/: >>110212927

>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/

>Moss Image/Kromoss (inc. DMD2 8-step lora)
https://huggingface.co/Comfy-Org/MOSS-Image
https://huggingface.co/lodestones/Kromoss

>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
>>
>>
>>
>>
>>
>mfw Resource news

11/03/2026

>P-H3-Image: Image generation and editing based on MiniMax-H3
https://huggingface.co/PrunaAI/P-H3-Image

>Wave Forcing: Towards Speed-of-Light Streaming Video Generation
https://sjtu-deng-lab.github.io/WaveForcing

>ComfyUI SPEED Sampler: Spectral Progressive Diffusion for Efficient Image and Video Generation
https://github.com/StanLukuvka/ComfyUI-SPEED

>Training-free Conditional Object Composition for Multi-object Image Generation with Diffusion Models
https://github.com/ShampooWang/condComp_imageGen/tree/main

>SAVIER: Source-Anchored Visual Inspection and Evidence-Guided Repair for Vietnamese Cultural Text-to-Image Generation
https://oxyzgiahuy.github.io/savier

>ComfyUI-H3-SemanticTimeline: Semantic timeline conditioning for MiniMax H3 context windows
https://github.com/Mikubs99/ComfyUI-H3-SemanticTimeline

>Geiru Context Suite: Nodes for chaining MiniMax H3 clips without quality falling
https://github.com/roycho87/geiru_context_suite

>Layout Editor for SwarmUI
https://github.com/jambavant/SwarmUI-LayoutEditor

>MOSS Manga Panel Layout Dataset
https://github.com/sepiablue-ai/ComfyUI-MossPanelDataset

11/02/2026

>SketchDirector: Complex Scene Sketching via Agentic Layout Reasoning and Detail Refinement
https://yiki77.github.io/SketchDirector

>SnapRef v1a reference adapter for Anima base v1.0
https://huggingface.co/0ppxnhximxr/snapref-v1a

>Anima RGBA: Transparent image generation for Anima
https://huggingface.co/localai0301/Anima-RGBA

>H3 Continuity Studio — memory across scenes and camera angles
https://github.com/KadoBOT/ComfyUI-H3-Continuity-Studio/releases/tag/v0.1.0

>V2 of Qwen Image 2.1 Lightning LoRA from Lightx2v
https://huggingface.co/lightx2v/Qwen-Image-2.1-Lightning-v2-RL

11/01/2026

>Sulphur-3 Minimax H3
https://huggingface.co/FusionCow/Sulphur-3

>chroma-h3: An image ("stills") fine-tune of MiniMaxAI/MiniMax-H3
https://huggingface.co/lodestones/chroma-h3
>>
>mfw Research news

11/03/2026

>SketchBloom: Training-Free Vector Sketch Outpainting with Stroke-Level Style Control
https://khangcntn123.github.io/SketchBloom

>UniCaMo: Unified Camera and Motion Control for Video Diffusion Models
https://phongnhhn.info/Unicamo

>FilmTogether: Cinematic Video Generation from Low-Cost Inputs
https://shiying-zhang.github.io/FilmTogether

>Seeing the Unseen: Unified Visible--Invisible Motion for Physically Consistent Video Generation
https://arxiv.org/abs/2611.00293

>ODC: Orthogonal Drift Correction for Improved Text-to-Image Semantic Alignment at Inference
https://arxiv.org/abs/2611.00819

>Running a 20B Video Diffusion Transformer on Consumer Hardware: A Deployment and Measurement Report for MiniMax H3 on Apple Silicon
https://arxiv.org/abs/2611.00843

>What Helps Denoising Can Hurt Memory: Rethinking History in Long Video Generation
https://arxiv.org/abs/2611.00937

>SE-Mem: Semantic-Episodic Memory for Scene-Consistent Generative View Synthesis
https://arxiv.org/abs/2611.00658

>Regularized Wasserstein Distance for Discrete Generative Modeling and Clustering Analysis
https://arxiv.org/abs/2611.00653

>FlowFPR: Flow Matching Prior for Oversampled Fourier Phase Retrieval
https://arxiv.org/abs/2611.00157

>SketchForge: Training-Free Scene-to-Vector Sketching via Decoupled Structure and Texture Optimization
https://khangcntn123.github.io/SketchForge

>SASFormer: Stage-Aware Selective Attention Transformer for All-in-One Blind Image Restoration
https://arxiv.org/abs/2611.00523

>Efficient Image Denoising on Smartphone GPUs: Mobile AI 2026 Challenge Report
https://arxiv.org/abs/2611.00974
>>
File: debo_cv_dms_00002_.png (2.68 MB, 1792x1240)
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it be vote day
>>
>>110236913
>Wave Forcing: Towards Speed-of-Light Streaming Video Generation
>https://sjtu-deng-lab.github.io/WaveForcing
worst website i've seen in some time, it's unreadable
>>
File: debo_cv_dms_00003_.png (2.81 MB, 1792x1240)
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>>110236981
>chatgpt, take my science paper and make it into a website. make the website dynamic. very dynamic. no, even more dynamic than that
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>>110236996
>make sure to use a font that looks like it came out of an amiga game from the 80s
>>
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>>
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>>110236981
LMAO XD
>>
>>
Morning anons
>>
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>>110237448
morning
>>
>gm
>>
>>
File: debo_cv_dms_00009_.png (2.62 MB, 1792x1240)
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>>110237448
gm

>>110237502
razzle has my vote. autism for all
>>
>>110237448
gm
>>
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1.49 MB PNG
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>>
>>
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my gpu suxs.
whats a good website to make realistic porn?
video
>>
File: debo_cv_dms_00013_.png (2.59 MB, 1792x1240)
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>>110238018
we're not really website guys, sry
>>
>>
File: debo_cv_dms_00023_.png (2.76 MB, 1792x1240)
2.76 MB PNG
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2.6 MB PNG
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File: debo_cv_dms_00026_.png (2.6 MB, 1792x1240)
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in the grim darkness of the far future, there is only chromagirl
>>
>>
File: comfyui_00809_.png (1.87 MB, 1152x2048)
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>>110239430
we would be blissed.
>>
>>110239445
dont make me go looking for the alexa bliss lora
>>
File: debo_cv_dms_00027_.png (2.77 MB, 1792x1240)
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goose stepping
>>
>>110239473
good for you debo
>>
File: comfyui_00812_.png (246 KB, 896x1152)
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File: debo_cv_dms_00029_.png (2.71 MB, 1792x1240)
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>>110239540
im a big time vooter
>>
File: comfyui_00814_.png (1.95 MB, 896x1152)
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File: debo_cv_dms_00033_.png (2.52 MB, 1792x1240)
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>>110239743
whats the verdict on kromoss? which kromoss do you use?
>>
File: comfyui_00818_.png (530 KB, 896x1152)
530 KB PNG
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>>110239790
it's all i use
whatever the version on lodestone's hf repo, wit the dmd2 lora @ 0.5 and 16 steps
for my purposes it works as good if not better than krea2, with more knowledge surprisingly ,and with more variety. where krea2 will make everything sharpish and "look good", kromoss is way more sensitive to terms so you get what you put in. not to say you cant get sharp and good looking outputs on kromoss, it's super easy to do so. it just knows more so it's more sensitive to terms in input especially style stuff.
i dont even load krea2 at all anymore, even to compare. all loras that i want are transferred over now (although i need to redo a couple). so it's fine. most gens (without the back and forth with llm)take maybe 30-40s max, and that's if i use facedetailers. avg is like 22s.
and vs moss base same thing, it just adds more knowledge thanks to the furry's dataset. i hear he's trainign like hundreds of one-shot loras for styles that he's going to somehow merge back into moss or kromoss or something like that. but who knows, since he's doing teh h3 thing now too. but kromoss is fine as it is.
for instance i cant think of another model that could pull off this image without completely losing its shit and making all kinds of chimeras. kromoss just goes with it
>>
>>110239851
eh i was gonna post one with the extra foot edited out but it is what it is

also with krea2, flux, chroma even, i was always messing around with sampler/scheduler settings to get more out of the models. with kromoss (and moss for that matter) i basically found a set of parameters for all nodes that just works, and i only mess with maybe a bit of the cfg, but everything else is just prompt magic
i did spend my minvacation testing a few other things tho, but basically just circled around back to where i started with a new set of loras for chromagirl
>>
File: debo_cv_dms_00037_.png (2.28 MB, 1792x1240)
2.28 MB PNG
>>110239875
>i basically found a set of parameters for all nodes that just works
euler beta?
>>
>>110239851
>whatever the version on lodestone's hf repo
https://huggingface.co/lodestones/Kromoss
under files -> diffusion models ->int8 convrot
half of this mess is just text nodes with alternate prompts or "show any" nodes showing outputs. detailers/upscaler on the lower right. there's maybe 8-10 core nodes in the middle. oh and 7 seeds lel

>>110239895
>euler beta
that's actually pretty good (heun_pp2/res_2m even better with simple) , but i prefer more hardcore ones like seeds2/radiance shift combo or other more obscure ones that add a few seconds to the gen time or do silly multistep stuff per step
>>
>>
File: debo_cv_dms_00038_.png (2.56 MB, 1792x1240)
2.56 MB PNG
>>110239923
dmd or dmd2?
>>
>>110239947
dmd2 is what you want. let's you do turbo steps (8-12 [or even 6 if you dond mind some loss]) and high steps with cfg (i go anywhere from 4-20 lel) without making quality tradeoffs
i've seen some nice gens at 10 steps/cfg 10 on res_2m/simple from others for photo type gens
>>
>>
>>
File: debo_cv_dms_00039_.png (2.54 MB, 1792x1240)
2.54 MB PNG
>>110239975
you're just using the standard flux vae or have to tried out any of the bespoke ones?
>>
>>110240054
>bespoke ones
link? only other one i tried was something called flux2-hdr-vae but it wasnt really that different than the regular one
>>
>>
File: debo_cv_dms_00040_.png (2.44 MB, 1792x1240)
2.44 MB PNG
>>110240112
idk I see a bunch of random vaes pop up but none of them would be for moss I guess. these are the latest I have in my archive

>Primal VAE
https://huggingface.co/ostris/primal_vae

>Qwen-Image Sharp VAE [Anima / Krea-2]
https://huggingface.co/silvermoong/Qwen-Image-Sharp-VAE

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

>ComfyUI-Qwen-VAE-Triton
https://github.com/AllenCraigBarnard/ComfyUI-Qwen-VAE-Triton
>>
>>110240153
yah edit and video models tend to get vae's to push the speed, which means some quality loss. primal vae is an experiment at this point
>>
>>
oh snap
kro(moss) the only model to actually make the image a casette cover lel
>>
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File: debo_cv_dms_00041_.png (2.65 MB, 1792x1240)
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>>110240209
very cool
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gn all
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File: debo_cv_dms_00044_.png (2.65 MB, 1792x1240)
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>>110240614
how did you prompt for this?

>>110240682
gn
>>
Do people really hate data centers so much that they’d vote for a Democratic senator in Kansas?
What I'm seeing is insane.
>>
File: debo_cv_dms_00045_.png (2.36 MB, 1792x1240)
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>>110240756
people like data centers more when they're not next door. it was supreme entitlement from big tech to think they could rape property values, rape water tables, and rape electricity rates while still sucking down tax breaks.
but the truth is its not really about data centers. they're just a proxy for lots of other things. people are angry that they can't afford gas, groceries, healthcare but sam altman gets hundreds of billions of dollars for a machine that exclusively destroys jobs
my assessment is that people are voting cuz they don't want to foot the bill for the hubris of the altmans and trumps of the world. I'm obviously pro-AI, but I don't see why I have to pay more to run my GPU because microsoft gets discounted rates. running my 4070 costs more while elon can debt-finance a million GPUs for free. people understand this is a gross mis-alignment of resources in our society and needs a response

but with all that said, most people don't actually vote on any of this stuff. they just see gas prices are high and vote on that
>>
File: debo_cv_dms_00048_.png (1.95 MB, 1792x1240)
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