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File: 1787752408794887.jpg (2.19 MB, 3072x2304)
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1giral Edition

Previously on /sdg/: >>109646887

>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/

>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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>>109655981
TY Baker!
>>
>mfw Resource news

08/26/2026

>MiniMax H3 Acc FL2VA & REF2VA LoRAs By Wan Team
https://huggingface.co/alibaba-pai/MiniMax-H3-Acc-LoRAs

>MiniMax-H3 Omni Prompt Rewriter LoRA
https://huggingface.co/lightx2v/MiniMax-H3-Prompt-Rewriter-LoRA-Omni

>MiniMax-H3 Acc LoRAs — ComfyUI conversion
https://huggingface.co/aptech0081/MiniMax-H3-Acc-LoRAs-ComfyUI

>H3 Character Sheet Generator
https://huggingface.co/PoopMan333/H3_Character_Sheet_Generator

>DiffusionOPSD: On-Policy Self-Distillation in Diffusion Models
https://diffusionopsd.github.io

>TurboT2VA: Fast Large-Scale Text-to-Video-Audio Generation via Score-Regularized Consistency Distillation
https://github.com/thu-ml/TurboDiffusion/tree/main/turbot2va

>LeFlow: Generative Latent Flow Planning for World Models
https://github.com/hsiangwei0903/LeFlow

>Bridging Adversarial and Collaborative Learning for AI-Generated Image Quality Assessment
https://github.com/LQAMEI/ACL-IQA

>Game2World Engine: Unlocking In-the-Wild Gameplay Videos for World Model Training
https://github.com/Dongping-Chen/Game2World

>TorchMorph: CUDA-accelerated Morphological Transforms
https://intcomp.github.io/tm

>Low-Rank Ternary Adaptation for Fine-Tuning Transformers
https://github.com/alexmanoo/ternary_adaptation

>HAP: Head-Adaptive Visual Token Pruning via Cross-Modal Alignment
https://github.com/baokou-fw2/HAP

>VisCache: Visual KV Cache Pruning for Efficient Vision Large Language Model Inference
https://github.com/Wlklk/VisCache

08/25/2026

>Anima Turbo v1.1 released
https://huggingface.co/circlestone-labs/Anima

>Training-Free Pseudo-Fusion for Composed Image Retrieval with Diffusion Models and Multimodal Large Language Models
https://github.com/StevenXuf/PeFuse4CIR

>ReART: Reference-Guided Retrieval and Refinement for Emotion-Aware Art Generation
https://github.com/oceanflowlab/ReART.git

>Loopy: Seamless Video Loop Generation via Anchored Looping Shift of Positional Embedding
https://donghaotian123.github.io/Loopy
>>
>mfw Research news

08/26/2026

>Keep-or-Drop? Adaptive Tokenizer for Compact Video Representation
https://arxiv.org/abs/2608.24293

>X-MULTI: VLM-based Imaging Factor Disentanglement for Factor-Aware Image Synthesis
https://arxiv.org/abs/2608.24563

>AffineTok: Semantic Affine Consistency for Diffusion-Friendly Visual Tokenizer
https://arxiv.org/abs/2608.23864

>In-Context Inpainting for Time Series Forecasting
https://arxiv.org/abs/2608.23855

>Scaling Reinforcement Learning for Diffusion Models via Velocity Matching
https://arxiv.org/abs/2608.23664

>The Blending Ratio Is Not Where the Performance Is: Diagnosing Prototype Blending for Few-Shot Adaptation of Vision-Language Models
https://arxiv.org/abs/2608.23634

>TransPhy: Visual In-Context Learning for Physically Grounded Image Editing
https://arxiv.org/abs/2608.24119

>LAION-BVD: A 10-Million-Hour Open Video Dataset for Multimodal Pre-training
https://arxiv.org/abs/2608.24845

>Representation Learning in Diffusion and Flow-based Model: An Application Aspect
https://arxiv.org/abs/2608.24068

>What Does Prompt Learning Change? -A Natural-Language Concept Analysis of Vision-Language Models
https://arxiv.org/abs/2608.24142

>Continual Visual Learning under Evolving Semantic Concept Shift
https://arxiv.org/abs/2608.23903

>When Seeing Is Not Enough: Benchmarking Interactive Visual Grounding in LVLMs
https://arxiv.org/abs/2608.23978

>SandwichQuant: Which Parameters Matter Before and After Quantization?
https://arxiv.org/abs/2608.24173

>Too much of a good thing -- when knowledge distillation promotes overfitting, and how to avoid it
https://arxiv.org/abs/2608.23752
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>Asuka just can't get over how large her friends grew but hers didn't.
>>
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gn all
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>>109657828
Gn anon
>>
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fucking stupid fucking 5h fucking usage limit on fucking codex is fucking back and I fucking hate this fucking shit
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i miss schizo anon
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>>109658418
my man doesn't miss a single day
respect
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>>109658442
i really miss her
i hope she's okay...
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G'mornin Anons, have a great day!
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>>109660477
gm anon
>>
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>>109660477
good morning
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>>109658442
clinically obsessed imho
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>gm
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my precious
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en.wikipedia.org/wiki/Northern_buffed-cheeked_gibbon
amusing images on this wiki article
>>
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>>109661489
I made it to the big leagues. I'm a koff gen

>>109661955
you can't fool me, those are 100% koff gens
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>>109661955
what the fuck? wiki standards sure have fallen, and they were already shit level lel
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>>109661920
when they visit the coom dimensions which coom dimension is their favorite?
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>>109662052
>wiki standards sure have fallen
I assumed they were drawings from the scientists that studied them or something, but no, its just some wikipedia poster drawing animals
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AI could never have this much sovl
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>>109662058
the one with vaginas everywhere
>>109662097
>>109662097
lel that's fantastic, some rando pole
wait, is koff polish?
>>
>>109662111
that's some crazy shit
>>
>>109661068
>>109661252
>>109661653
>>109661955
>>109660822


What Model and LORA is this?
>>
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the polish cycle of life
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>>109662170
model is krea 2, no loras used. prompt is:
image type: ultra high resolution archival scan of artwork.
artwork style: expressionism.
style subtype: shin-hanga.
style subtype: surrealism.
artwork subject: [whatever subject you want].
artwork setting: [whatever setting or scene].
artwork detail: hyperdetailed, intricate.
artwork lighting: lucid, pellucid, stark contrast.
artwork color: oversaturated, chromatic aberration.
artwork perspective: claustrophobic.
artwork optics: soft-focus, fine grain.
>>
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Attempt at genning a bad drawing failed spectacularly
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>>109662858
its possible but its hard to defeat the "pictures should look good" bias
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>>109662858
>>109663010
Perhaps the full model (not turbo) accepts negatives?
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>>109663074
it does. and without turbo distillation, its more likely to draw bad pictures too
>>
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>>109663074
Thanks for reminding me about the non-turbo model. I completely forgot about it.
Much better result, although it takes way too long for my taste
>>
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>>109663647
great result
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>>109663647
np anon - yeah, its a lot more steps,
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>>109664381
nice
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>>109664656
these are using the (shin-hanga) tag you gave me. its adding a very pleasant effect
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I like the textures on this a lot even though its very messy
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Afternoon anons
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>>109665018
ga
you're really trying to tempt us to eat the quokka lately
>>
>>109665072
Lmao
>>
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>>109665018
afternoon
>>109665072
nice waviness
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>>109655844
very cool whats the workflow look like
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>>109666046
I like this composition a lot
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>>109666153
thx
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>>109667386
tfw
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Morning
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>>109667825
gm
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>>109667961
gm what is up
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i miss schizo anon
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>>109667970
temp is finally starting to break. its been cookin' all week
gettin' in a productive day/night too. pretty good day, but getting exhausted
are your spideys wildcarded or are you manually choosing the mutliverse each one comes from?
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>>109668005
Nice. Its cooler here as well. I manually specify all the details. I dont use wildcards. I think that defeats the point of using imgen to be creative. In my case anyway.
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>>109660825
mean.
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>>109668015
I can respect that. you come up with some really interesting spidey variants
I like wildcarding a lot, personally. variety is the spice of life, but I like seeing what kind of crazy stuff can stumble out of latent space
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>>109668049
Thanks and thats cool too.
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poop'in right now
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I'm doing a z-image LoRA based on my Danbooru 1024 EQ (explicit and questionable) 40K dataset.I liked how fast z-image turbo was, it just sucked at anime and NSFW. We'll see. It's an hour-long process just caching latents at this size. I'm pivoting to focus on agentinc AI so this will be my last locally trained LoRA for a while.
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>>109669500
interesting. anime?
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>>109656090

Saw your image in the other thread. I was really into the details and I had this thought that it would look pretty good as a paper cutout. Picrel of what Sam made with it.
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>>109669615
das a cool creature, what was the prompt for it?
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>>109669770
It's part of the companion monsters list.

"tall, broad-shouldered, almost entirely covered by dense, cracked-leather-like hide stretched over his entire form. His head bears only one enormous orb for —an unblinking, pupilless void centered upon his brow—as if carved out through raw flesh rather than sculpted bone. He wields something akin to a crude sword"
>>
>>109669857
thx
>companion monsters lis
is this listed somewhere or is it something you use?
>>
>>109669914
I had an LLM create a description of distinct monsters from D&D Monster Manual and Fiend Folio, plus some monsters from vidyas. Then using an iTools node, I get it to pick a random one. Some turn out really bad, others are nice.
I like the to be surprised with what it comes up with.
>>
this video randomly came up and i immediately thought of you qoukka anon
https://www.youtube.com/shorts/y2chGa_vPCk
>>
>>109669945
>D&D Monster Manual and Fiend Folio
ah i'll have to steal some of those lol
i had gemma do a wh40k list, but its mostly different legions and some chaos stuff, need more variety. maybe i should do a diablo monster list too
>>
wtf kind of captcha is this lel
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>>109669978
do latinas in maximum fuckwear pl0x, love ur gens
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>>109670134
ty
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>>109670190
ptsd animals genner, what's the deal, why do all ur animals have ptsd, what are you typing in the prompt?
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>>109669914
I almost missed the mini-granny hiding in the corner. she's so over it

>>109669945
>I had an LLM create a description of distinct monsters from D&D Monster Manual and Fiend Folio
damn thats smart. I gotta do that

>>109669974
lmao, thats wtf on several levels

>>109670190
he's got his party wizard hat on and is ready for the weekend
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>>109670419
>I gotta do that
You can try iTools (probably from the node manager or https://github.com/MohammadAboulEla/ComfyUI-iTools) Prompt Styler Extra.
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>>109670277
prompt was:
an expressive, surreal shin-hanga artwork featuring a small, round gibbon wearing a wizard hat and holding a staff in a forest setting, with hyperdetailed, intricate details; lucid, pellucid qualities; stark-contrast lighting; oversaturated colors with chromatic aberration; and soft-focus, fine-grain optics.
>>
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>>109670498
>girls with mind flayers
muh magical realm
prompt suggestions for this feel
>>
*threatening
>>
>>
>>
new
>>109670807
>>109670807
>>
>>



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