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Previous /sdg/ thread : >>109110061

>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

>Z-Image
https://comfyanonymous.github.io/ComfyUI_examples/z_image
https://huggingface.co/Tongyi-MAI/Z-Image
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo

>Flux.2 Dev/Klein
https://comfyanonymous.github.io/ComfyUI_examples/flux2
https://huggingface.co/black-forest-labs/FLUX.2-dev
https://huggingface.co/black-forest-labs/FLUX.2-klein-4B
https://huggingface.co/black-forest-labs/FLUX.2-klein-9B

>Chroma
https://comfyanonymous.github.io/ComfyUI_examples/chroma
https://huggingface.co/lodestones/Chroma1-HD
https://huggingface.co/silveroxides/Chroma-GGUF

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

>Qwen Image & Edit
https://docs.comfy.org/tutorials/image/qwen/qwen-image
https://huggingface.co/Qwen/Qwen-Image

>Text & image to video - Wan 2.2
https://docs.comfy.org/tutorials/video/wan/wan2_2

>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

06/23/2026

>Krea 2 Text-to-Image Model Official release
https://www.krea.ai/krea-2-open-source
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo
https://huggingface.co/Winnougan/Krea-2-Base-Turbo-NVFP4-FP8-INT8

>ComfyUI-ConditioningKrea2Rebalance: Bypass built in quality diluation from the trained safety filter
https://github.com/nova452/ComfyUI-ConditioningKrea2Rebalance

>SeFi-Image: A Text-to-Image Foundation Model with Semantic-First Diffusion
https://jmliu206.github.io/sefi-web

>ELDiff: When Evidential Learning Meets Text-to-Image Diffusion
https://github.com/QingtaoPan/ELDiff

>UNITY: Attention Flow Networks for Adaptive Conditioning in Diffusion
https://github.com/arya-domain/UNITY

>CapRiCorn-1K: A Comprehensive Benchmark for Video Captioning and Subject Referential Consistency Across Temporal Scales
https://github.com/xlchen0205/CapRiCorn-1K

>MIRCaps: A Large-Scale Mixed-Domain Dataset with Image-Level and Region-Level Captions for Fine-Grained Vision-Language Learning
https://zenodo.org/records/20418601

>ComfyUI-Llama-Prompt-Generator
https://github.com/GlatTissekone/ComfyUI-Llama-Prompt-Generator

>ComfyUI Bob Ross Preview
https://github.com/SKBv0/ComfyUI_BobRoss

06/22/2026

>One Node · Z-Image
https://github.com/Adeliox/ComfyUI-OneNode-Z-Image

>ComfyUI-Muse: LLM chat panel that lives inside ComfyUI
https://github.com/RudySen/comfyui-muse

06/21/2026

>FastSDCPU v1.0.0-beta.500
https://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.500

>LTX Director 2.0 Update
https://github.com/WhatDreamsCost/WhatDreamsCost-ComfyUI#-recent-updates

>DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis
https://johnnylu305.github.io/df3dv1k_web

06/20/2026

>One Node · FLUX.2 [klein]
https://github.com/yanokusnir-ai/one-node-flux-2-klein
>>
>mfw Research news

06/23/2026

>SeFi-Image: A Text-to-Image Foundation Model with Semantic-First Diffusion
https://arxiv.org/abs/2606.22568

>Towards Error-Free Long Video Generation
https://arxiv.org/abs/2606.22370

>Physically-guided Image Generation for Multi-Projection Mapping
https://arxiv.org/abs/2606.22477

>Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization
https://arxiv.org/abs/2606.21736

>ZeroGVC: Zero-Shot Generative Video Compression with Autoregressive Diffusion Priors
https://arxiv.org/abs/2606.22371

>UnityShots: Memory-Driven Multi-Shot Audio-Video Generation with Boundary-Aware Gating
https://arxiv.org/abs/2606.21661

>ChronoLock: Protecting Videos from Unauthorized Text-to-Video Personalization
https://arxiv.org/abs/2606.21146

>Chehre: An Emoji-Prompted Video Dataset for Perceptually Diverse Facial Expression Recognition
https://arxiv.org/abs/2606.21657

>CoDMD: Copula-aware Distribution Matching Distillation for Fast Video Generation
https://arxiv.org/abs/2606.21982

>GroundShot: Visually Consistent Multi-Shot Long Video Generation via Entity-Grounded Shot Scheduling
https://arxiv.org/abs/2606.20799

>Trajectory Forcing: Structure-First Generation with Controllable Semantic Trajectories
https://arxiv.org/abs/2606.22527

>Diffusion Integrated Gradients: Controllable Path Generation for Flexible Feature Attribution
https://arxiv.org/abs/2606.22314

>Extraction and Analysis of Multimodal Concepts in Vision Language Models through Sparse Autoencoders
https://arxiv.org/abs/2606.21197

>Structural Assessment for Understanding and Guiding Dataset Distillation in Discrete Token Space
https://arxiv.org/abs/2606.21705

>AnimeAdapter: A Modular Adapter for Appearance-Consistent Anime Character Generation
https://arxiv.org/abs/2605.20237

>Stabilizing Consistency Training: A Flow Map Analysis and Self-Distillation
https://arxiv.org/abs/2601.22679
>>
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>>109122912
ayyxcellent
>>
>>109122941
>>
idk why that was a reply
>>
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>>109123080
i feel replied too
>>
>>109123092
i'm just here for the dystopian booba
>>
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>>109123143
arent we all
>>
yeah. well this is never going to work the for the song i wanted it for. anima is way too horny. also no idea why it's still called aliens. sloppy
>>
new shit is all fucked up fml
>>
>>
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>>109123329
>aliens-
>no aliens
I feel scammed
>>
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>>
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i miss schizo anon
>>
>>
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G'mornin Anons, have a krea2 day!
>>
>>
>gm
>>
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>>109124438
good morning
>>
>>109124438
gm
>>
too many feet in that one above.
>>
>>109124444
checked GM
>>109124448
>>109124472
nice, I don't wanna goto work today, dammit.
>>
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>>
>>
>>109124757
it's more like klein without the layer of noise at the end but yah, i can see sd3 there too. of course sd3 was bigger/slower too, and more of a pain in the ass to use
>>
>>
>>109124891
change one setting (lower cfg by a point)
>>
>>
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>>
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gm
>>
>gm
>>
>>
>>109126210
horseface coded
>>
>>
Morning anons
>>
>gm
>>
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>>109126512
gm
I want to play pizzaball
>>
>>109126585
'zzaccer
>>
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>>109125739
>>109126512
morning
>>
ugh training krea is slow af
maybe i set it at too high a res tho, or too many src images
>>
>>
So krea2 seems nice.
First gen looks pretty nice.
>>
>>109127632
it has potential, i dont know if i prefer it to ig or zit
it knows more common media/known characters for sure
ig seems to know more niche concepts not related to media tho
>>
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>>
>>109127668
I find the optional rebalance node to break the quality.
>>
>>109127718
what strength do you use it? it's supposed to be already set (internally) for high strength so try at 0.4 or so
>>
>>109127753
I tried at 1.0 and images are still a little off. I guess I could try 0.4 but would it still do corn?
>>
>>109127854
shoudl be fine, just dont use the "bypass node" or whatever's floating around since that really does make it worse, you just need the lora
>>
>>109127854
>>109127978
also it's been updated, this one's bestest
https://civitai.red/models/2728234/krea2filterbypass
>>
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>>
>>109128020
thanks
So far, can't gen big boobs at all even with prompting and the lora. What's the point if you can't get big boobs?
>>
I urgently need a boob slider lora for krea2.
>>
>>109128293
((((((large boobs)))))))
>>
>>109128301
It's there anon. I've got ((huge boobs)), (her boobs barely fit in her top), etc. I think I'll cry a little.
>>
>>109128327
try "busty, large breasts, massive tits, hyperbooba" or whatever the hyper word is
>>
>>109128332
stand-by... testing.
>>
I think I almost got it...
>>
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>>109128529
nice
>>
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>>109128859
it do be like that sometimes
>>
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when they did not bring enough banana to share
>>
>>
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>>
Haven't seen an uni-arm in a while.
>>
>>109129053
nice lofi
>>
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>>
>>
>>109129406
holy pepe - nice
>>
The rebalance node needs to be set to at least 1.0 otherwise no corn, no boobs. More testing...
>>
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>>109129408
daaaamn.
>>109129463
Clean.
>noticing hand/leg issues with krea2
>>
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>>
>>109129463
>adds another inspired by Oc to the list.
Big boob red head armor babe. oh ho getting a few of those built up now.
>>
>>109129394
thx
>>
>>109129771
theres a lot of noise pattern baked into these. might be some better performing schedulers
>>
>>109129804
these are training samples, who knows what ai-toolkit uses internally (sampler is "flowmatch" for example)
but yes, all models respond differently to samplers/schedulers, some better than others
>>
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>>109129215
these monke always speak to me

>>109129408
it seemed you solved the booba riddle
>>
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G'mornin Anons, have great day!
>>
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>>109131790
good morning
>>
i miss schizo anon
>>
>>109131801
GM, nice one. my thoughts about gong to work atm.
>>
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It's almost that time of year again, hope you have a good one dude!
>>
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>>
>gm
>>
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>>
lora attempt failed x2
i'll have to rethink this another day, too hot today
>>
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>>
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>>
>>109132129
what type of lora are you trying to build?

>>109131951
>>109131832
>>109131801
>>109131790

gm anon

>>109130192
almost. I've got to add an insane amount of hints to get something nice. " with extremely large breasts, her breasts barely fit in her top, (((huge breasts))), her breasts are as big as her head." I expect a lora will make this a lot easier and consistent. Hopefully without destroying image quality.
>>
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>>
>>
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>>
>>109132424
>what type of lora are you trying to build?
my usual chromagirl lora(s)

three hours later i finally got musubi trainer to work (just to launch that is). we'll see how the lora it makes comes out
>>
sfw vageen and nipples protudring department here, c'mon now lads
>>
File: file.png (33 KB, 787x290)
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>Trying to used Anima for Image edit
>ComfyUI-Cosmos-Reference got fucked
Anyway on how to fix this?
>>
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>>109133210
Let me know if it works. How much vram does it take to create a krea2 lora?
>>
>>
Morning anons
>>
>>109133849
in musubi it's taking a lot (>32gb), but i'm not sure it's optimized. it loads the bf16 model,vae and encoder, then quants them to fp8. i'm sure there's a way to optimize tho. the vram is full right now, at res 1024 and 180 images. i'll try 60 instead.
i think i need to re-do my dataset since the loss is pretty high right now
>>
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>>109133880
morning
>>
>>
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what do you think of my dog?
>>
ah finally some progress
i guess the larger dataset has some problems, we'll see how this goes
>>109134038
i'd pet your dog and give her treats
>>
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>>109133880
gm

>>109133940
monkeball
>>
>>109134043
nice.
I'm also having problems getting realism. Very hit and miss, even with lora. They all have this 3D gloss with low skin details.
>>
>>109134109
dont use photorealism/hires/ultra* in your prompt
just "casual photo, amateur photo" that sort of thing
this sample uses only "candid photo of..."
>>
this loss rate is so disgusting but somehow it's steadily learning
>>
>>
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>>
>>
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>>
lora 1 seems complete
3600 steps or so, 1024, took like 3-4 hrs
gonna do some testing before doing 2nd
>>
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>>109134124
Thanks for the tip. Sometimes it works well with "The image style is clean and high-resolution, characteristic of professional glamour photography" and other times I get plastic. Might be something in the prompt.
>>
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>>
>>
>>
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Any of these models is good at removing watermarks? i want to get rid of this one.
>>
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>>
me in the background
>>
>>
>>
>>
>>
>>109136485
Looking nice in krea2 mode
>>
been pokin at krea2 a bit, only tried a few workflows so far
>>
>>109136700
>>109136700
>>109136700
>>
>>
>>
fin



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