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File: 1793302760970868.png (2.21 MB, 1344x1024)
2.21 MB PNG
Previously on /sdg/: >>110191000

>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 REAL Resource news

10/30/2026

>NVIDIA FastGen: Fast Generation from Diffusion Models
https://github.com/NVlabs/fastblurper

>minimax_h3_open_regenerate_2k_refiner_rank_384_bf16
https://huggingface.co/Kijai/MiniMax-H3/blob/main/lora/minimax_h3_open_2k_refiner_rank_384_bf16.safetensors

>SpEdE — Splat Edit Engine for ComfyUI
https://github.com/Burgstall-labs/ComfyUI-SpAdA

>Directors Cut: A local asset and REF2VA video studio for ComfyUI, powered by Qwen-Image 2.1, MiniMax H3
https://github.com/leonardofrito/Director-Cutter

>AReA: Training-free attention mechanism for generating images beyond DiT training resolutions
https://github.com/KooroshRH/ARIAM

>Hy-Nomas: Towards Free-Form Interactive World Generation
https://hys-nomas.hyf.tencent.com

10/29/2026

>Open-H3-Regenerate-2K: High-Resolution Video Refinement with Few-Step Diffusion
https://nvlabs.github.io/Sana/Open-H3-Regenerates

>H3 Relay Hires node: 0.5 2 MP anime upscaler, ~4x faster than native
https://github.com/tazmannner/Comfy-H3-RelayHire

>10Eros-Max Beta 7
https://huggingface.co/TenStrip/10Eros-Beta

>krea2-turbo-bbox: Krea 2 finetune for layout control
https://huggingface.co/jimmycarter/krea2-bbox-turbo

>Anima Reference Adapter for ComfyUI: Character and style from one image
https://github.com/ElectronGirl/ComfyUI-Anima-Ref-Plugin

>nima Role Ref KV v1.0 · Reference-guided anime illustration for Anima Base v1.0
https://huggingface.co/AnticPan/Anima-Role-Ref-CLI

>Visual Autoregressive Generation with Next Token Imagination
https://github.com/JackRuihang/NTIGO

>Generative Structure from Motion with Native 3D Diffusion
https://dotb1ue.github.io/GenSnmOpf

>Look Only When Needed: Certificate-Guided Visual Routing for Efficient Diffusion VLMs
https://hyeon9698.github.io/LOL
https://arxiv.org/abs/2610.366

>EmbeddingGemma 2: Unified and Efficient Multimodal Representations
https://huggingface.co/google/embeddings-gemma
>>
>mfw REAL Research news

10/30/2026

>Repurposing Video Diffusion Transformers for Cross-View Temporal Object Correspondence
https://cvlab-kaist.github.io/FTracker

>MatAnyone-E: Sparse Memory Propagation for Efficient High-Resolution Video Matting
https://shuyun-wang.github.io/projects/MatEveryone-F

>When Pointing Becomes Profiling: Social Bias and Refusal in Text-Steerable Visual Encoders
https://arxiv.org/abs/2610.350

>GeoGSplat: Geometry-Grounded Non-Pixel-Aligned Gaussian Splatting
https://comedy0913.github.io/projects/geog-splatter

>V-LUMEN: Visual Lookup Memory for Embedding Scaling in Vision-Language Models
https://arxiv.org/abs/2610.370

>SPOOK: Sparse Pixel Optimization for Off-Manifold Knowledge in Vision Encoders
https://arxiv.org/abs/2610.328

>CrossPair: Unlocking Generalist Visual Transformation Learning in Image Editors
https://arxiv.org/abs/2610.343

>Patch-Derived or Register Tokens? Comparing Variable-Length Image Tokenizers
https://arxiv.org/abs/2610.335

>Copying As Defense: Protecting Images from Editing By Eliciting Model Copying
https://arxiv.org/abs/2610.355

>Beyond the Estimate: Wiener-Informed Decoding for Easier Training of Pixel-Space Flow Models
https://arxiv.org/abs/2610.361

>Haste Makes Waste? Towards Safe Few-Step Text-to-Image Models
https://arxiv.org/abs/2610.366

>The Noise Plane: A Diffusion Bridge Across Exponent and Dispersion
https://arxiv.org/abs/2610.375

>A note on data-efficient finetuning of vision foundation models
https://arxiv.org/abs/2610.375

>WorldPager: Zero-Stall Tiered Memory for Long-Horizon World Models on a Single Consumer GPU
https://arxiv.org/abs/2610.355

>VibeVideoBench:Evaluating Multimodal Agents on Code-Driven Video Generation
https://arxiv.org/abs/2610.358

>What Makes Video World Model Latents Action-Relevant: Prediction over Reconstruction
https://arxiv.org/abs/2606.076

>NGM: A Plug-and-Play Training-Free Memory Module for LLMs
https://pioneerqyw.github.io/npm-projects
>>
>>
File: comfyui_00641_.png (3.54 MB, 2048x1152)
3.54 MB PNG
>>
>double bake
>debo alt confirmed
You're so fucking pathetic
>>
File: comfyui_00642_.jpg (946 KB, 2048x1152)
946 KB JPG
photagerrpy
>>
>>
>>
>>
File: comfyui_00649_.png (1.93 MB, 2048x1152)
1.93 MB PNG
>>
>>
>>110202821
wish it was in 4k, I'd put it as backgound
>>
File: comfyui_00651_.png (1.91 MB, 2048x1152)
1.91 MB PNG
>>110202915
sadly such a res is beyond my poor p.c.'s ability
>>
>>110202394

Welcome back advertisment anon. Love your posters.
>>
File: comfyui_00654_.png (3.36 MB, 2048x1152)
3.36 MB PNG
>>
File: ComfyUI_00001_.jpg (1.61 MB, 4096x2304)
1.61 MB JPG
>>110202821
>>110202915
>>110202927
cant you run the rtx upscale node on your pc? it should be pretty quick
>>
>>
>>
File: comfyui_00656_.png (1.9 MB, 2048x1152)
1.9 MB PNG
>>110203106
if it requires an rtx card, i only have a gtx 1080
>>
>>110203235
ah might not work then
>>
>>
>mfw Resource news

10/30/2026

>Pika H3 Flex: Built for professional iteration
https://huggingface.co/Pika-Labs/Pika-H3-Flex

>H3 Motion: Lift a subject out of a photo and drag it into motion
https://github.com/PxTicks/h3-motion

>Idol: A single image to a 3D Gaussian splat
https://huggingface.co/speridlabs/idol
https://github.com/Nynxz/ComfyUI-Idol

>Don't Ask the LLM: Visual Token Pruning with Spectral Structure and Semantic Relevance
https://github.com/sejong-rcv/ST-Pruner

>MEV: A Multi-Event Video Dataset for Long-Take Generation
https://mev-dataset.github.io

>IntReal: A Real-World Dataset and Benchmark for Multimodal Interleaved Generation
https://yushaohan.github.io/IntReal

>Wavelet Phase Diffusion for Structurally and Semantically Consistent Sim-to-Real Translation
https://kit-mrt.github.io/Wavelet-Phase-Diffusion

>CreatorOS Studio: One recurring character, from a one-line brief to a finished reel
https://github.com/thePloggy/CreatorOS-Studio

>ZenTrainer: Train LoRAs inside ComfyUI, and watch them learn
https://github.com/Nynxz/ZenTrainer

10/29/2026

>NVIDIA FastGen: Fast Generation from Diffusion Models
https://github.com/NVlabs/fastgen

>minimax_h3_open_regenerate_2k_refiner_rank_384_bf16
https://huggingface.co/Kijai/MiniMax-H3-experimental/blob/main/loras/minimax_h3_open_regenerate_2k_refiner_rank_384_bf16.safetensors

>SpEdE — Splat Edit Engine for ComfyUI
https://github.com/Burgstall-labs/ComfyUI-SpEdE

>Directors Cut: A local asset and REF2VA video studio for ComfyUI, powered by Qwen-Image 2.1, MiniMax H3
https://github.com/leonardofrito/Directors-Cut

>AReA: Training-free attention mechanism for generating images beyond DiT training resolutions
https://github.com/KooroshRH/AReA

>Hy-Nomas: Towards Free-Form Interactive World Generation
https://hy-nomas.hy.tencent.com

10/28/2026

>Open-H3-Regenerate-2K: High-Resolution Video Refinement with Few-Step Diffusion
https://nvlabs.github.io/Sana/Open-H3-Regenerate-2K
>>
>mfw Research news

10/30/2026

>Hierarchical Diffusion for Camera-controlled Autoregressive Video Generation
https://kaihua-chen.github.io/wanar_fixar

>Self-Consistency Geometry Injection for Multi-view Consistent Image Generation
https://arxiv.org/abs/2610.38518

>Aligning Misaligned Benchmarks for Single-View Novel View Synthesis
https://arxiv.org/abs/2610.38349

>V-CAPE: Visual Consistency Assessment for Product Image Editing
https://arxiv.org/abs/2610.38611

>Detecting Fine-Grained Differences between Image Datasets
https://arxiv.org/abs/2610.38547

>Evaluating Visual Realism of AI-Generated Videos with Eye Tracking
https://arxiv.org/abs/2610.38825

>Automatic Iconographic Annotation of Medieval Illuminations: Comparing Generative Vision-Language Models and Supervised Discriminative Classifiers
https://arxiv.org/abs/2610.38462

>Residual Motion Splatting for Continuous Space-Time Video Super-Resolution
https://arxiv.org/abs/2610.38499

>ConvRoute-ViT: Convolutional Token Routing for Efficient Vision Transformers
https://arxiv.org/abs/2610.38284

>Intersectional Invariant Learning for Fair Deepfake Detection
https://arxiv.org/abs/2610.37881

>WeVisCut: The Whole Editing Room in One Agent From Narration to Long-Form Video
https://arxiv.org/abs/2610.38352

>MintFlow: Minimal Trajectory Intervention for Constrained Flow Matching
https://arxiv.org/abs/2610.02260
>>
File: debo_hs_dms_00054_.png (3.09 MB, 1643x1792)
3.09 MB PNG
>>
File: comfyui_00658_.png (2.79 MB, 1152x2048)
2.79 MB PNG
>>
>>
File: debo_hs_dms_00060_.png (3.27 MB, 1643x1792)
3.27 MB PNG
>>
>>
>>110203742
How do you manage to do this so consistently? Having some sickass backgrounds with absolute ass foregrounds filled with inconsistent nonesense
>>
File: comfyui_00669_.png (1.73 MB, 1152x2048)
1.73 MB PNG
>>
File: debo_hs_dms_00074_.png (3.22 MB, 1643x1792)
3.22 MB PNG
>>
File: comfyui_00674_.png (2.37 MB, 1152x2048)
2.37 MB PNG
>>
>>
File: debo_hs_dms_00084_.png (3.38 MB, 1643x1792)
3.38 MB PNG
>>
File: comfyui_00676_.png (2.5 MB, 2048x1152)
2.5 MB PNG
>>
>>
File: debo_hs_dms_00086_.png (3.27 MB, 1643x1792)
3.27 MB PNG
>>110204789
rightfully smug
>>
>>
>>
File: comfyui_00677_.png (3.89 MB, 2048x1152)
3.89 MB PNG
>>
>>110204899
literally me
>>
File: debo_hs_dms_00088_.png (3.08 MB, 1643x1792)
3.08 MB PNG
>>
>>
>>
>>
>>110202394
>The dibben say valve for That wiold and he reaps passel, tad why we sourel ming; haer from the reating our basines was.
Truly words to live by.
>>
File: comfyui_00678_.jpg (1.12 MB, 2048x2048)
1.12 MB JPG
>>
>>110205315
>horsecock
that's from that wildcard file you shared isnt it? i've seen it come up some times
>>
Afternoon anons
>>
>>110205568
howdy, happy halloween eve
>>
File: 1793389754723.jpg (537 KB, 1024x1536)
537 KB JPG
>>110205586
Happy Halloween Eve
>>
File: debo_hs_dms_00092_.png (3.08 MB, 1643x1792)
3.08 MB PNG
>>110205568
ga
>>
File: comfyui_00681_.jpg (867 KB, 1536x1536)
867 KB JPG
>>110205341
i'm not using the wildcard for these
>>110205568
afternoon
>>
>>
File: comfyui_00682_.png (3.5 MB, 1536x1536)
3.5 MB PNG
>>
>>
File: debo_hs_dms_00111_.png (3.28 MB, 1643x1792)
3.28 MB PNG
>>
>>
File: comfyui_00683_.jpg (894 KB, 1536x1536)
894 KB JPG
>>
>>
File: comfyui_00685_.png (2.38 MB, 1536x1536)
2.38 MB PNG
>>
do you guys ever talk about ai here
>>
File: debo_hs_dms_00112_.png (3.42 MB, 1643x1792)
3.42 MB PNG
>>110206150
sure, whats on your mind
>>
ill take that as a no then
>>
File: comfyui_00686_.png (2.96 MB, 1536x1536)
2.96 MB PNG
>>
>>
File: debo_hs_dms_00122_.png (3.13 MB, 1643x1792)
3.13 MB PNG
>>
File: comfyui_00688_.png (2.79 MB, 2560x1344)
2.79 MB PNG
>>
>>
>>
File: debo_hs_dms_00129_.png (3.15 MB, 1643x1792)
3.15 MB PNG
>>
>>
File: comfyui_00691_.png (1.53 MB, 1536x1024)
1.53 MB PNG
>>
>>
File: comfyui_00692_.png (2.12 MB, 1536x1024)
2.12 MB PNG
>>
File: comfyui_00693_.png (3.83 MB, 1728x1344)
3.83 MB PNG
>>
>>
File: comfyui_00695_.png (3.17 MB, 1728x1344)
3.17 MB PNG
>>
File: debo_hs_dms_00132_.png (3.18 MB, 1643x1792)
3.18 MB PNG
>>110207024
you've been cookin' lately, idk how you come up with this stuff
>>
>>
File: comfyui_00696_.png (2.67 MB, 1728x1344)
2.67 MB PNG
>>110207091
just my randumb thoughts, random objects and mostly unrelated phrases. basic prompts. if i weren't depressed, or not heavily medicated, maybe i could think up more interesting scenes. using a.i. to write the prompts make it much less enjoyable.
some drawings i made the past week:
https://files.catbox.moe/rdxon5.jpg
https://files.catbox.moe/qz6yxv.jpg
https://files.catbox.moe/ugzhxt.jpg
>>
>>
>>
File: comfyui_00698_.png (3.65 MB, 1728x1344)
3.65 MB PNG
>>
>>
heh
>>
File: debo_hs_dms_00149_.png (3.18 MB, 1643x1792)
3.18 MB PNG
>>110207313
I'm a bit jealous of your motivation to draw. I couldnt choose a favorite but the mouse one would be my favorite if I could choose
>using a.i. to write the prompts make it much less enjoyable.
personally, I like this as a way to peer into the latent space, but I get the perspective that its not tethered to intent or imagination
does any of this stuff make it to your xitter?
>>
File: debo_hs_dms_00150_.png (2.98 MB, 1643x1792)
2.98 MB PNG
>>110207407
I love this flavor of debo
>chromagirl making a scene
expected
>>
>>
>>110206738
>>
>>110207430
how about "stuck in the 1970s" debo
>>
File: comfyui_00699_.png (2.21 MB, 1728x1344)
2.21 MB PNG
>>110207422
yeah, the backup xwitter account, now the main. my previous main became quite successful, but for a style of a.i. i hate myself for making. was getting like 3k likes for some of them, not too long ago 10 likes would be a success for me.
now with the backup account, back to mainly getting zero likes, or one like. deleted the successful account.
>>
File: debo_hs_dms_00152_.png (3.24 MB, 1643x1792)
3.24 MB PNG
>>110207447
sir, I regret to inform you that there is a nipple in this gen
>>
>>110207466
ah well, post a good OP when i'm gone
>>
File: debo_hs_dms_00158_.png (3.18 MB, 1643x1792)
3.18 MB PNG
not sure what happened to the proportions on this one but its funny af

>>110207462
lovin the hustle so much, he's doin it a second time

>>110207495
I cannot make that promise
>quokka genning increasingly sloppy
lol
>>
>>110207533
the slop just kept getting worse and worse
i'm done here
>>
heh i forgot gemma-chan, who shouldnt even be at this party for degenerates
>>
File: debo_hs_dms_00162_.png (3.21 MB, 1643x1792)
3.21 MB PNG
>>110207702
she get represented as pretty degenerate tho
>>
>>110207723
>she get represented as pretty degenerate tho
that she is.. she really is...
RIP quokka
>>
ok now i'm done lel
>>
File: debo_hs_dms_00164_.png (3.53 MB, 1643x1792)
3.53 MB PNG
>>110207739
>when you roll up to the house party but the house is gross af
>>
>>110207783
i've been to worse looking house parties
>>
File: comfyui_00702_.png (2.23 MB, 1344x1152)
2.23 MB PNG
>>
File: debo_hs_dms_00167_.png (3.17 MB, 1643x1792)
3.17 MB PNG
>>
>>110205088
Shhhh it's trying to tell us something
>>
>>
>>
File: debo_hs_dms_00173_.png (3.49 MB, 1643x1792)
3.49 MB PNG
>>110208239
the color effect on this one is wild. was this using infrared or something?
>>
>>110208278
yah infrared heat spots
>>
>>
>>
File: debo_hs_dms_00174_.png (2.98 MB, 1643x1792)
2.98 MB PNG
>>
>>
>>
>>
File: debo_hs_dms_00187_.png (3.03 MB, 1643x1792)
3.03 MB PNG
>>
>>
File: waifu2x.png (2.34 MB, 3840x2160)
2.34 MB PNG
>>110202915
>>110203106
could use waifu2x
>>
>>110208947
>waifu2x
is that still a thing?i thought omni/adt were both faster and more accurate (and smaller) than old gans/swin upsacalers, at least for realism
>>
>>110208957
idk, i haven't really looked into the current methods for fancy upscalers
>>
>>110208966
check them out, 4xnomos_hq (atd or otf) is pretty good in general if you can run it
for me rtx is enough, it's basically lanczos at light speed
>>
File: debo_hs_dms_00193_.png (2.99 MB, 1643x1792)
2.99 MB PNG
>>
>>110208857
giggity
>>
>>
>>
>>
File: debo_hs_dms_00195_.png (3.1 MB, 1643x1792)
3.1 MB PNG
>>
>>
>>
>>
>>
>>
File: debo_hs_dms_00200_.png (3.56 MB, 1643x1792)
3.56 MB PNG
>>110209301
literally me
>>
>>
gn all
>>
>>110209425
Gn, thanks for the nightmare fuel
>>
>>110209425
gn
>>
File: debo_hs_dms_00203_.png (3.11 MB, 1643x1792)
3.11 MB PNG
>>110209425
gn



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