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File: bbs-zit-2026-04-19_00723_.png (3.81 MB, 1920x1080)
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Previous /sdg/ thread : >>108633149

>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/sdg
>>>/b/degen
>>>/d/ddg
>>>/e/edg
>>>/gif/vdg
>>>/h/hdg
>>>/r/realistic+parody
>>>/tg/slop
>>>/trash/sdg
>>>/u/udg
>>>/vp/napt
>>>/vt/vtai

OP https://rentry.co/twkuk8tz
>>
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>mfw Resource news

04/20/2026

>Elucidating the SNR-t Bias of Diffusion Probabilistic Models
https://github.com/AMAP-ML/DCW

>(1D) Ordered Tokens Enable Efficient Test-Time Search
https://soto.epfl.ch

>Frequency-Aware Flow Matching for High-Quality Image Generation
https://github.com/OliverRensu/FreqFlow

>From Zero to Detail: A Progressive Spectral Decoupling Paradigm for UHD Image Restoration with New Benchmark
https://github.com/NJU-PCALab/ERR

>China’s Alibaba launches 10,000-card computing cluster
https://www.scmp.com/tech/article/3349335/ai-race-us-intensifies-chinas-alibaba-launches-10000-card-computing-cluster

>Modly: Local, open source, AI-powered image-to-3D mesh generation
https://github.com/lightningpixel/modly

>DCW: Elucidating the SNR-t Bias of Diffusion Probabilistic Models
https://github.com/AMAP-ML/DCW

04/19/2026

>ZPix: Local AI image generator and editor powered by open image models.
https://github.com/SamuelTallet/ZPix

>Comfy Canvas: Local inline layer based image editor
https://github.com/Zlata-Salyukova/Comfy-Canvas

04/18/2026

>Rose: Range-Of-Slice Equilibration PyTorch optimizer
https://github.com/MatthewK78/Rose

04/17/2026

>ControlFoley: Unified and Controllable Video-to-Audio Generation with Cross-Modal Conflict Handling
https://yjx-research.github.io/ControlFoley

>TokenGS: Decoupling 3D Gaussian Prediction from Pixels with Learnable Tokens
https://research.nvidia.com/labs/toronto-ai/tokengs

>MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
https://aka.ms/mm-webagent

>Qwen2D-VAE
https://huggingface.co/Anzhc/Qwen2D-VAE

>ComfyUI HY-World 2.0 — WorldMirror 3D
https://github.com/AHEKOT/ComfyUI_HYWorld2

>Anima Style Explorer: A free web tool for ComfyUI styles
https://anima.mooshieblob.com

>Stanford AI Index Report 2026
https://hai.stanford.edu/assets/files/ai_index_report_2026.pdf
>>
>mfw Research news

04/20/2026

>Towards In-Context Tone Style Transfer with A Large-Scale Triplet Dataset
https://arxiv.org/abs/2604.16114

>Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaboration
https://arxiv.org/abs/2604.15829

>Motion-Adapter: A Diffusion Model Adapter for Text-to-Motion Generation of Compound Actions
https://arxiv.org/abs/2604.16135

>TwoHamsters: Benchmarking Multi-Concept Compositional Unsafety in Text-to-Image Models
https://arxiv.org/abs/2604.15967

>Repurposing 3D Generative Model for Autoregressive Layout Generation
https://fenghora.github.io/LaviGen-Page

>The Amazing Stability of Flow Matching
https://arxiv.org/abs/2604.16079

>DINOv3 Beats Specialized Detectors: A Simple Foundation Model Baseline for Image Forensics
https://arxiv.org/abs/2604.16083

>Sketch and Text Synergy: Fusing Structural Contours and Descriptive Attributes for Fine-Grained Image Retrieval
https://arxiv.org/abs/2604.15735

>AHS: Adaptive Head Synthesis via Synthetic Data Augmentations
https://keh0t0.github.io/AHS

>VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects
https://arxiv.org/abs/2604.16272

>Adapting in the Dark: Efficient and Stable Test-Time Adaptation for Black-Box Models
https://arxiv.org/abs/2604.15609

>From Competition to Coopetition: Coopetitive Training-Free Image Editing Based on Text Guidance
https://arxiv.org/abs/2604.15948

>UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMs
https://arxiv.org/abs/2604.15871

>Efficient Video Diffusion Models: Advancements and Challenges
https://arxiv.org/abs/2604.15911

>Making Image Editing Easier via Adaptive Task Reformulation with Agentic Executions
https://arxiv.org/abs/2604.15917

>Noise Aggregation Analysis Driven by Small-Noise Injection: Efficient Membership Inference for Diffusion Models
https://arxiv.org/abs/2510.21783
>>
once again i only find the right flow when i'm about ready to go crash
>>
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>>108649890
pls acknowledge my 420 masterpiece, best quality. it includes coreal
>>
>>108649879
>>108649908
bruh i'm high and half sleep, i just posted on new thread lel
but now that i see it, great job!
definitely me rn
should've said lolweed lmao blaze it 420
>>
>>
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gn all
>>
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>>108650022
gn
>>
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>>108650022
gn
>>
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that's it for me
>>
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>>108650557
gn
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>>
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i miss schizo anon
>>
Is it compute intensive to create LoRAs? Are the links in the rentry still mostly what I should be looking for guides etc. or have things changed?
>>
>>108652391
No, making a lora takes like 3 to 5 minutes with a 30 image dataset on a rtx 3060 12gb vram card
>>
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Morning Anons
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>>108653975
gm
>>
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>>108653975
gm
try gpt-image-2 yet? eagerly awaiting the quokka metric
>>
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>>108654030
It's not in their API yet. Maybe in an hour or so
>>
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>>
gpt-image-2, some random bbs prompt that was sitting in the workflow already. guess i need to update my nodes to support openai to try it for real
>>
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this pricing table is weird, why 1024x1024 cost more than 1024x1536? bc reasons. idk what quality that test image was, the playground thing is pretty ass
>>
>>108655520
seems gpt-img-2 is mogging everyone (but still not great at nsfw)
>>
this is nuts
>>108654985
>>108655069
local when?
>>
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>>108655734
apikeks will do anything to prove their models are better except create art
>>
>>108655662
i want to really kick the tires on it but i'm swamped at work and my nodes don't support it yet so it'll have to wait. full quality comparison of same image in gpt-image-2 vs zit (litterbox bc catbox closed due to jeetery)
https://litter.catbox.moe/aft91j864n8zd33u.png
>>
nano banana 2 is more faithfully ansi, and at 4k is fuckin yuge
https://litter.catbox.moe/h8xj8pr8g765ic2z.jpg
>>
>>108656283
based ANSI enjoyer
>>
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>>108656219
>i'm swamped at work
quit your job so you can gen more
elon and sam are giving us all AI bux soon anyway
>>
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nb2 looks like ass, but mostly bc it decided to do really ugly southpark style lmao
https://litter.catbox.moe/b1lcws35gq1v9pge.png
>>
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>>108656557
papercraft brought in a bit of a south park correlation, lol
>>
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>>108656590
that prompt was just kind of cursed, it had "stacked paper layered cardstock" in there, nb2 is capable of making good ones lol. interestingly gpt-image-2 decided to ignore that part
>>
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>>108657245
YOU MAD BITCH! MODACHODE
>>
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my hand on the right
>>
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>>108657944
are you waterfalls anon?
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>>108657875
you would

>>108657944
omg he back
nice to see you
>>
>>108658017
>would
always
>>
>>
>>
mfw it's time to crash
>>
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>>108658140
me holding the sword (paradox)
>>
>>108658197
the bug just has a large forearm
>>
>boner in the prompt
and with that, gn all
>>
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>>108658228
gn
>>
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>>
i miss schizo anon



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