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Previous /sdg/ thread : >>108735043

>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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>>
>containment general
>>
>>108752054
nice
>>108752127
hehe that's also nice
>>
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>>
>mfw Resource news

05/04/2026

>UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors
https://houyuanchen111.github.io/UniVidX.github.io

>BlenderRAG: High-Fidelity 3D Object Generation via Retrieval-Augmented Code Synthesis
https://github.com/MaxRondelli/BlenderRAG

>It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models
https://akoepke.github.io/divgen/index.html

>Walkyrie 1.3B — Text-to-Image
https://huggingface.co/kpsss34/Walkyrie-1.3B-v1.0

>Caption Creator: Fst and portable tool for image captions and tags
https://github.com/Merserk/Caption-Creator

>VulkanForge: Vulkan-based LLM inference engine in Rust
https://github.com/maeddesg/vulkanforge

>FastSDCPU release v1.0.0-beta.301
https://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.301

>Deepbooru TagWalker
https://github.com/Elliezrah/deepbooru-tagwalker

05/02/2026

>Sulphur 2: An uncensored video generation model based on LTX 2.3
https://huggingface.co/SulphurAI/Sulphur-2-base


05/01/2026

>Representation Fréchet Loss for Visual Generation
https://github.com/Jiawei-Yang/FD-loss

>Caption Generator Pro: Tkinter app for generating image captions with LLaVA-style models
https://github.com/CoolGenius-123/Caption-Generator-Pro

>Metascan v0.3.0 Update
https://github.com/pakfur/metascan/releases/tag/v0.3.0

>Phosphene: Local video and audio generation for Apple Silicon ( LTX2.3 )
https://github.com/mrbizarro/phosphene

>MoCapAnything V2: End-to-End Learning of Generalizable Motion
https://animotionlab.github.io/MoCapAnythingV2

>Diffusers <0.37.1 Security Vulnerability - Code Injection
https://github.com/huggingface/diffusers/security/advisories/GHSA-98h9-4798-4q5v

04/30/2026

>ProcFunc: Function-Oriented Abstractions for Procedural 3D Generation in Python
https://github.com/princeton-vl/procfunc

>Efficient, VRAM-Constrained xLM Inference on Clients
https://github.com/deepshnv/pipeshard-mlsys26-ae
>>
>mfw Research news

05/04/2026

>CMTA: Leveraging Cross-Modal Temporal Artifacts for Generalizable AI-Generated Video Detection
https://arxiv.org/abs/2605.00630

>Colorful-Noise: Training-Free Low-Frequency Noise Manipulation for Color-Based Conditional Image Generation
https://arxiv.org/abs/2605.00548

>End-to-End Autoregressive Image Generation with 1D Semantic Tokenizer
https://arxiv.org/abs/2605.00503

>When Do Diffusion Models learn to Generate Multiple Objects?
https://arxiv.org/abs/2605.00273

>Intrinsic Gradient Suppression for Label-Noise Prompt Tuning in Vision-Language Models
https://arxiv.org/abs/2605.00591

>DPU or GPU for Accelerating Neural Networks Inference -- Why not both? Split CNN Inference
https://arxiv.org/abs/2605.00174

>InpaintSLat: Inpainting Structured 3D Latents via Initial Noise Optimization
https://robot0321.github.io/InpaintSLat/index.html

>Pose-Aware Diffusion for 3D Generation
https://arxiv.org/abs/2605.00345

>Make Your LVLM KV Cache More Lightweight
https://arxiv.org/abs/2605.00789

>PhysEdit: Physically-Consistent Region-Aware Image Editing via Adaptive Spatio-Temporal Reasoning
https://arxiv.org/abs/2605.00707

>Jailbreaking Vision-Language Models Through the Visual Modality
https://arxiv.org/abs/2605.00583

>Technical Report: Activation Residual Hessian Quantization (ARHQ) for Low-Bit LLM Quantization
https://arxiv.org/abs/2605.00140

>Map2World: Segment Map Conditioned Text to 3D World Generation
https://robot0321.github.io/Map2World/index.html
>>
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gm
it monday again
>>
>>108752538
>it monday again
>>
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gm
>>
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>>108752313
Thank you
>>
>>
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>>
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>>
>>
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>>
>>
>>
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>>108753016
fun style
he looks like he wants pets
>>
>>108752127
>>108752313
Thanks. I've been playing with older styles and seeing what I can do. lots of fun.
>>
>>108753079
he does lol
gemma doesnt get "horror" and "anime" combos
>>
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>>
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>>108753128
>bulbasaur jeans
this would make millions
>>
>>
>>
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Good morning, afternoon, or Night.

I was wondering if you would be so kind as to make an image for me, please.

I would like an image of this elephant girl in the style of The Get Along Gang (Nelvana pilot style please).

The elephant girl's name is Lorna.
https://www.youtube.com/watch?v=67dLuC3aTLQ&pp=ygUYdGhlIGdldCBhbG9uZyBnYW5nIHBpbG90

https://www.deviantart.com/chimaerarabbit/art/Runaway-train-Faux-Ep-screen-Bingo-and-Zipper-1319838729

https://www.deviantart.com/chimaerarabbit/art/Woolma-s-Bonnet-1296411313

https://www.deviantart.com/chimaerarabbit/art/Ep-1-Scene-2-Bingo-s-Bet-1276099014

https://www.deviantart.com/chimaerarabbit/art/DIC-scene-remake-Montgomery-and-Dotty-1241252043
>>
>>108753343
Postscript: If possible, please finish completing the headband she wears.
>>
>>108753343
tried with gpt, sadly it seems to not know of the style of the get along gang.
sad to say, your request might be too particular. maybe others will have better luck
>>
>>108753381
Cute image.
Thank you for the image.

And I hope GPT learns more artistic styles.

Especially from lesser-known and forgotten franchises and series.

https://www.youtube.com/watch?v=r1HH6ZLIwd4&pp=ygUSdGhlIGdldCBhbG9uZyBnYW5n

https://www.youtube.com/playlist?list=PLLhOnau-tupTIB0LEBPOSxrWP3xhfV7D2

https://www.youtube.com/watch?v=tSP0Vmt9oto&pp=ygUSdGhlIGdldCBhbG9uZyBnYW5n
>>
>>
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>>108753343
how bout this
>>
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>>108753343
this one has a better headband
>>
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>>108753620
>>108753627
I love and cherish you.
Thank you so much, my blessings to you always.

I hope you have a wonderful week.
>>
>>108753653
yw. you too! :)
>>
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>>108753437
I kind of always hated jigglypuff
one of the worst gen1 pokemon designs imo
>>
>>108753701
As I already said.
GPT, Lora, and other art AIs.

They need to learn and become familiar with more artistic styles.

There are many franchises and series out there that have very beautiful art styles, or at least styles that I like.
https://www.artstation.com/artwork/Ke8dn4

https://www.hebrocharacterdesign.com/work/robotdreams

https://www.cartoonbrew.com/feature-film/robot-dreams-is-unconventional-in-every-way-including-how-it-was-storyboarded-exclusive-238300.html
>>
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>>108753739
i just give nano banana 2 refrences to work off of
>>
>>108753766
Looks nice and cute
>>
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cursed indeed
>>
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>>108753873
Get Along Gang could have had a much worse curse.
https://web.archive.org/web/20151013030404/https://toymeetsworld.net/2015/10/12/lets-get-along-again/

https://www.youtube.com/watch?v=7CQKKci3fg8&pp=ygUVR2V0IGFsb25nIGdhbmcgcmVib290
>>
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>>108753712
mostly like all the gen 1 designs. things get too cluttered after
>>
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>>108753873
here's more on suno x songkick
https://www.musicbusinessworldwide.com/suno-is-now-the-controller-of-songkick-user-data-and-is-hiring-a-gm-to-wire-it-into-its-ai-music-platform/

>>108754079
yeah, I appreciate jigglypuff more when thinking about how bad later gens get. the worst type of pokemon is "its an object but its a pokemon" like the keychain or the garbage bag. they really ran out of ideas over time
>>
>>108754205
interesting. 5.5 thinks: “You made a fake/AI song in the style or orbit of X; here are real artists, shows, venues, scenes, tickets, fan communities, maybe even merch or campaigns that match that taste.”
all the real poison was part of the settlement itself, this thing is just like a cherry on top to get suno to settle with the RIAA reptilians
>>
>>
>>
>>
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>>
>>
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>>108754205
ah, trubbish. i like it, sort of, because it is kind of a cousin to koffing and grimer
>>
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>>108754513
so much outfit detail
>>
>>
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>>108754518
but which came first? the trash bag or the pokemon? did humans come up with the idea of a trash bag after seeing a trubbish in the wild?
it offends my inner charles darwin
>>
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>>108754647
makes me wonder if there will, in the future, be a more serious pokemon series, like serious themes or whatever. blah, can't think of anything interesting to say about pokemon
>>
File: debo_cs2_anima_00013_.png (2.81 MB, 2048x1117)
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>>108754699
lol, sorry, I could talk about pokemon for an embarrassingly long time
>>
>>
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>>
Evening anons
>>
>>108755417
Hello rodent anon
>>
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>>108755417
G'evenin,
>>
Nice comfy pepe
>>
>>108755390
cool blending of colours.
>>
>>108755789
neat, those are some nice textures, catbox?
>>
>>108755822
Can't do catbox of image but here's the prompt. https://cl1p.net/maythefourth
>>
>>108755916
thx
>>
>>108755953
np
>>
>>
>>
File: deCG_anima_00005_.png (2.48 MB, 1792x977)
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>>108756114
oh you got anima working? what's the settings?
>>
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>>108756149
yeah, I gave up on z-image-anime cuz anima does a lot better (even though it refuses to do text)

i've been tweaking settings a bunch and trying a couple different loras, but generally am doing something like
>steps: 40, cfg: 6, sampler: er_sde, schedule: simple
then upscaler pass at
>steps: 12 cfg: 5, sampler dpm++ sde, schedule: simple, denoise: .44

if you have suggestions or thoughts, I'm more than happy to hear
>>
>>108756149
>>108756168
4chins ate my image
i havent tried anima again since that first time
>er_sde/dpm++sde
how does regular euler do?
denoise at 0.44 is high for upscaling isnt it? i havent done that kind of upscale in a while (with the 2nd sampler), i just use rtx upscale since zit does a good enough job
i'll see if i play with anima again some day
>>
i also jump styles and mix things up too much to use a model with too much emphasis on one thing like anima. even with a lora, you're still just adding another type of bias
>>
File: deCG_anima_00011_.png (2.31 MB, 1792x977)
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>>108756177
>how does regular euler do?
I'll try a few gens and see
>denoise at 0.44 is high for upscaling isnt it?
maybe. I have no idea how I settled on this number, but I did want to have a more "do work" upscaler to hopefully pull out more detail
>>
File: debo_cgm_anima_00013_.png (2.68 MB, 2048x1117)
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>>108756177
euler seems fine (picrel)
>>
gn all

>>108756236
ah that's good, that means heavier samplers like seeds or deis_3m should work too
i'll have to check another time
>>
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>>108756243
gn
>>
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>>
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https://suno.com/song/d8fbb70d-f3ca-4057-917e-51c31799f640
>>
File: deCG_anima_00015_.png (2.15 MB, 1792x977)
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>>108756842
rare mouse
>>
are there sulphur2 quantz yet?
>>
i miss schizo anon
>>
is there any tutorial on how to modify existing images using comfyui? i would like to test different rims on my car
>>
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G'mornin Anons, have a great day!
>>
>>108757466
Use a workflow like this with Flux2.Klein4 or 9B
>>108753766
Top image have your car, bottom have the new rim you wish to see. Explain in the prompt what you want to happen, trial and error.
https://civitai.red/models/2313997/flux2-klein-swap-anyting-face-outfit-food-nswf
>>
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>>108757735
good morning
>>
>>
>>108757849
Nice colours/style.
>>108757852
Tracks are straight!and connected Nice!
>>
>>
>>
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>>108758703
fun
>>
>>
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>>108758918
Thank you
>>



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