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Previous /sdg/ thread : >>108401533

>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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>>108416371
best /sdg/ gen in quite some time
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After sticking with auto1111 for so long and seeing comfyui get updated I think I want to download it.

One problem, I prefer using zluda.
Should I just download the comfyui that AMD has now as an optional download with its update package?
Doesnt that use rcom or directML or whatever AMD uses?

Or should I use
>https://github.com/patientx/ComfyUI-Zluda
>>
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I'm back after 1 year of not genning
Best tools and models?
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>mfw Resource news

03/20/2026

>NeuralGraft: Zero-Training Capability Transfer & LoRA Construction for Diffusion Models
https://github.com/alokickstudios-coder/neuralgraft

>Nvidia SANA Video 2B
https://huggingface.co/Efficient-Large-Model/SANA-Video_2B_720p

>Measuring 3D Spatial Geometric Consistency in Dynamic Generated Videos
https://github.com/tj12323/SGC

>Cubic Discrete Diffusion: Discrete Visual Generation on High-Dimensional Representation Tokens
https://github.com/YuqingWang1029/CubiD

>SSP-SAM: SAM with Semantic-Spatial Prompt for Referring Expression Segmentation
https://github.com/WayneTomas/SSP-SAM

>PromptHub: Enhancing Multi-Prompt Visual In-Context Learning with Locality-Aware Fusion, Concentration and Alignment
https://github.com/luotc-why/ICLR26-PromptHub

>EffectErase: Joint Video Object Removal and Insertion for High-Quality Effect Erasing
https://henghuiding.com/EffectErase

>WhatDreamsCost Node Pack: ComfyUI Nodes for Filmmaking
https://github.com/WhatDreamsCost/WhatDreamsCost-ComfyUI

>Latent Model Organizer: Organizes Checkpoints, LoRAs, and embeddings by architecture
https://github.com/erroralex/latent-model-organizer

03/19/2026

>The Unreasonable Effectiveness of Text Embedding Interpolation for Continuous Image Steering
https://yigitekin.github.io/diffusion-sliders

>Identity as Presence: Towards Appearance and Voice Personalized Joint Audio-Video Generation
https://chen-yingjie.github.io/projects/Identity-as-Presence">Identity-as-Presence</a>

>Anchoring and Rescaling Attention for Semantically Coherent Inbetweening
https://github.com/teunchoi/TGI

>Omni-I2C: A Holistic Benchmark for High-Fidelity Image-to-Code Generation
https://github.com/MiliLab/Omni-I2C

>ComfyUI Spectrum FLUX
https://github.com/xmarre/ComfyUI-Spectrum-Proper

>ComfyUI Spectrum WAN
https://github.com/xmarre/ComfyUI-Spectrum-WAN-Proper

>MPS-Accelerate: Drop-in PyTorch acceleration for Apple Silicon
https://github.com/SrinivasMohanVfx/mps-accelerate
>>
>mfw Research news

03/20/2026

>Improving Joint Audio-Video Gen with Cross-Modal Context Learning
https://arxiv.org/abs/2603.18600

>Adaptive Auxiliary Prompt Blending for Target-Faithful Diffusion Gen
https://arxiv.org/abs/2603.19158

>ADAPT: Attention Driven Adaptive Prompt Scheduling and InTerpolating Orthogonal Complements for Rare Concepts Generation
https://arxiv.org/abs/2603.19157

>6Bit-Diffusion: Inference-Time Mixed-Precision Quantization for Video Diffusion Models
https://arxiv.org/abs/2603.18742

>Spectrally-Guided Diffusion Noise Schedules
https://arxiv.org/abs/2603.19222

>Efficient Video Diffusion with Sparse Information Transmission for Video Compression
https://arxiv.org/abs/2603.18501

>Recolour What Matters: Region-Aware Colour Editing via Token-Level Diffusion
https://yangyuqi317.github.io/ColourCrafter.github.io

>3DreamBooth: High-Fidelity 3D Subject-Driven VidGen Model
https://ko-lani.github.io/3DreamBooth

>Epistemic Generative Adversarial Networks
https://arxiv.org/abs/2603.18348

>RPiAE: A Representation-Pivoted Autoencoder Enhancing Both ImGen and Editing
https://arxiv.org/abs/2603.19206

>CRAFT: Aligning Diffusion Models with Fine-Tuning Is Easier Than You Think
https://arxiv.org/abs/2603.18991

>Q-Drift: Quantization-Aware Drift Correction for Diffusion Model Sampling
https://arxiv.org/abs/2603.18095

>Training-Free Sparse Attention for Fast VidGen via Offline Layer-Wise Sparsity Profiling and Online Bidirectional Co-Clustering
https://arxiv.org/abs/2603.18636

>SynQ: Accurate Zero-shot Quantization by Synthesis-aware Fine-tuning
https://arxiv.org/abs/2603.18423

>Do VLMs Need Vision Transformers? Evaluating State Space Models as Vision Encoders
https://lab-spell.github.io/vlm-ssm-vision-encoders

>SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of VLM
https://sparse-embedding-modulation.github.io

>SJD-PAC: Accelerating Speculative Jacobi Decoding via Proactive Drafting and Adaptive Continuation
https://arxiv.org/abs/2603.18599
>>
>mfw Yesterday's Research news

03/19/2026

>Steering Video Diffusion Transformers with Massive Activations
https://arxiv.org/abs/2603.17825

>ChopGrad: Pixel-Wise Losses for Latent Video Diffusion via Truncated Backpropagation
https://arxiv.org/abs/2603.17812

>Few-Step Diffusion Sampling Through Instance-Aware Discretizations
https://arxiv.org/abs/2603.17671

>Motion-Adaptive Temporal Attention for Lightweight VidGen with Stable Diffusion
https://arxiv.org/abs/2603.17398

>AR-CoPO: Align Autoregressive VidGen with Contrastive Policy Optimization
https://arxiv.org/abs/2603.17461

>Event-Driven VidGen
https://arxiv.org/abs/2603.13402

>FrescoDiffusion: 4K Image-to-Video with Prior-Regularized Tiled Diffusion
https://arxiv.org/abs/2603.17555

>TINA: Text-Free Inversion Attack for Unlearned Text-to-Image Diffusion Models
https://arxiv.org/abs/2603.17828

>Directing the Narrative: A Finetuning Method for Controlling Coherence and Style in Story Generation
https://arxiv.org/abs/2603.17295

>A Creative Agent is Worth a 64-Token Template
https://arxiv.org/abs/2603.17895

>Versatile Editing of Video Content, Actions, and Dynamics without Training
https://dynaedit.github.io

>MosaicMem: Hybrid Spatial Memory for Controllable Video World Models
https://mosaicmem.github.io/mosaicmem

>DSS-GAN: Directional State Space GAN with Mamba backbone for Class-Conditional Image Synthesis
https://arxiv.org/abs/2603.17637

>EchoGen: Cycle-Consistent Learning for Unified Layout-Image Generation and Understanding
https://arxiv.org/abs/2603.18001

>Rel-Zero: Harnessing Patch-Pair Invariance for Robust Zero-Watermarking Against AI Editing
https://arxiv.org/abs/2603.17531

>Exploring PEFTof billion-parameter vision models with QLoRA and DoRA: insights into generalization for limited-data image classification under a 98:1 test-to-train regime
https://arxiv.org/abs/2603.17782

>Hidden Clones: Exposing and Fixing Family Bias in Vision-Language Model Ensembles
https://arxiv.org/abs/2603.17111
>>
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>>108416993
>Best tools
still comfy (sadly)
>and models?
depends on what you're making
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that's a lot of news uncle ed
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this isnt even the furry model
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>>108417345
both threads are dead so I had to stack up two days

>>108417461
can you give the llama the kinds of faces the monkeys have? or is it something unique about monkeys?

>>108417567
>chromagirl and all her image generators
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>>108417733
i'll try the llamas with the monkey wizard prompt, but i doubt it will have the face
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it's no monkey wizard
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>>108417992
interesting
I guess the expressions are too correlated with monkey. it did make a very picturesque llama tho
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i'll queue up 50 of em for overnight
gn
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>>108418058
i have no idea why but this randomly got me thinking about a game called Vindictus. bad ass korean girl posing before casually wiping out a horde of demons
some of their outfit designs were pretty cool, even though its kinda hard to find images to prove it. maybe I'll try to find a way to prompt it
>>
>>
>>108418158
Nice. Who knows. The training might have included her.
>>
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>>108418158
maybe they were cooler in game

>>108418066
>i'll queue up 50
damn hes so back
>gn
gn
>>
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>>108418066
gn
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there it is!
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>>108418435
>>
>>108418412
>>108418435
not sure i'm liking this reversal of roles y'all got going on
>>
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>>108418454
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4chins acting up again
>>
>>
>>
>>
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>>108418570
dig the minimalism
>>
>>108418578
yah, completely unintentional tho lol
just like this
>>
>>108418606
the latents giveth, and the latents taketh away
>>
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>>108418543
here's a pickle for your troubles
>>
>>
yep
>>
>tfw oneshotted by the cute pickle man
"everything reminds me of him"
>>
>>
>>
>canada has always been populated by east indians
>here is the mountie aspect of krishna with his two meese, an ancient deity of canada
>>
>>108418725
lel
>>
>>
>>
uᵷɐʇɥɟ ʅᵷɐu'ɥɐᵷʍ ɥǝʎʅ'ɹ nɥʅnɥʇɔ ɥɟɐu'ʍʅᵷɯ inʅᵷu'ɥd
>>
must... not... touch... the... artifact
>>
>>108418786
it'll be fine, what's the worse that can happen?
>>
>>108418803
it might know who you are
>>
>>108418827
dont give it your name, duh
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>>
>>108418834
>dont give it your name, duh
that’s what the last one said
>>
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>>108418725
canada was promised to the indians 3,000 years ago
>>
>>108418859
names have power, that's occult 101
>>108418897
>to the indians
native americans is the prefered nomenclature
east indians are native to the whole world, however
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>>108418908
its cope that's what it is lol
>>
>>
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as it would need your cooperation to identify you.
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>>108418908
we're all native to the whole world
unless we were seeded from alien dna from a distant star
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>>108419003
two things
1, speak for yourself hooman
2, by definition native is to a particular land not "the world"
also it was a satirical statement
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ganesha's more rebellious sibling
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>>108419026
the world is a land

>>108419046
I wonder why blizzard never added elephant people to warcraft. it seems obvious in retrospect
>>
>why isn't the world the way i want it to be?
because you want it.
>>
it is what it is, not what you'd like it to be. there are an awful lot of you after all.
>>
>>108419059
the 3/4 that are water would like a word
you're being disingenuous
>warcraft
are there anthropomorphic versions of other animals (besides something like werewolves)? dont elephants or mammoths or some such exist in that world?
>>108419075
>>108419085
what if the world is exactly how i want and expect it to be
>>
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shoes by the door
if this is love
https://suno.com/s/dfHqF5gRS3BxXBMb
https://youtu.be/nideJ71bOWc

>>108419095
wouldn't it be nice?
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>>108419095
>you're being disingenuous
mmmmmmmmmm no
>are there anthropomorphic versions of other animals
yeah, one of the central races is a cow person (tauren) and one of the most well known characters is a panda person (pandarian). I'm sure there's more, but I don't think there's an elephant
>>
>>108419108
right but are there cows and pandas in the world that arent anthropomorphic. that is, can you have both types or just one or the other
>>108419104
it's very nice
>>
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>>108419130
:thinking:
I had to google it but there are both cows and cow people in warcraft. that must make for awkward family reunions
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>>108419142
we are supposed to be monkeys and yet the zoo is still a fun place to go
>>
>>108419142
well that being the case, maybe they just didnt want to take the time to design elephant people then
>>108419147
you're great apes, not monkeys, those are a different grouping
>>
>>108419152
an interesting slip of the tongue
>>
>>108419156
who?
>>
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>>108419147
hey thats a good point

>>108419152
>they just didnt want to take the time to design elephant people then
imagine the trunk physics tho
>>
>>108419166
>you're great apes, not monkeys, those are a different grouping
implies that you are, well, something else. sus
>>
>>108419180
i wasnt implying, i flat out said it
but that's neither here nor there
>inb4 i miss schizo anon
>>
chromagirl confirmed nephilim. abomination
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>>108419186
how small you think
>>
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>>108419196
do tell then
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>>108419223
go through the door
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>>108419236
now lets see chroma's business card
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>>108419255
this is the balboa park botanical garden
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>>108419269
neat
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>>108419302
there is no door
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>>108419321
it was a misprint but <3
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>>108419328
>it was a misprint
it must be worth a fortune
>>
>>
don't bother. it's futile. you cannot win
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>>108419370
bruh, blue board
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i said what i said
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why so serious
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>>108419401
mmmm shroooms...
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and with that i go crash
gn all
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>>108419401
is the turkey scanning the frog or the mushroom with its psychic energy?

>>108419433
I guess I'll never know
gn
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>>108419433
bye <3
>>
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>>108419724
lol
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>>108419747
TY, that was a bunch of edits. :D Gn
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>>108419761
not again
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>>108419761
gn
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>>108419971
>>108419971
>>108419971



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