Previous /sdg/ thread : >>105849019

>Beginner UI
EasyDiffusion: https://easydiffusion.github.io
Metastable: https://metastable.studio
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI

>Advanced UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
Forge Classic: https://github.com/Haoming02/sd-webui-forge-classic
Forge: https://github.com/lllyasviel/stable-diffusion-webui-forge
reForge: https://github.com/Panchovix/stable-diffusion-webui-reForge
Stability Matrix: https://github.com/LykosAI/StabilityMatrix

>Early Preview UI
AniStudio: https://github.com/FizzleDorf/AniStudio

>Kontext
https://comfyanonymous.github.io/ComfyUI_examples/flux/#flux-extras
https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev
https://huggingface.co/Comfy-Org/flux1-kontext-dev_ComfyUI/tree/main/split_files/diffusion_models
https://huggingface.co/bullerwins/FLUX.1-Kontext-dev-GGUF

>Chroma
https://comfyanonymous.github.io/ComfyUI_examples/chroma
https://github.com/maybleMyers/chromaforge
https://huggingface.co/lodestones/Chroma
https://huggingface.co/silveroxides/Chroma-GGUF

>Text & image to video
https://comfyanonymous.github.io/ComfyUI_examples/wan
https://huggingface.co/city96/Wan2.1-T2V-14B-gguf
https://huggingface.co/city96/Wan2.1-I2V-14B-480P-gguf
https://huggingface.co/city96/Wan2.1-I2V-14B-720P-gguf

>Models, LoRAs & upscaling
https://civitai.com
https://huggingface.co
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
>>>/h/hdg
>>>/e/edg
>>>/d/ddg
>>>/b/degen
>>>/vt/vtai
>>>/aco/sdg
>>>/u/udg
>>>/tg/slop
>>>/trash/sdg
>>>/vp/napt

>mfw Resource news

07/10/2025

>ComfyUI-Distributed: parallel and distributed processing across multiple GPUs and machines
https://github.com/robertvoy/ComfyUI-Distributed

>CaO2: Rectifying Inconsistencies in Diffusion-Based Dataset Distillation
https://github.com/hatchetProject/CaO2

>DilateQuant: Accurate and Efficient Diffusion Quantization via Weight Dilation
http://github.com/BienLuky/DilateQuant

>ControlNet-manga-recolor
https://huggingface.co/SubMaroon/ControlNet-manga-recolor/blob/main/ControlNet-manga-recolor15.safetensors

>LoRa Loader with Trigger Database
https://github.com/benstaniford/comfy-lora-loader-with-triggerdb

07/09/2025

>Invoke 6.0 - Major update introducing updated UI, reimagined AI canvas, UI-integrated Flux Kontext Dev support & Layered PSD Exports
https://github.com/invoke-ai/InvokeAI/releases/tag/v6.0.0

>Nieta - Lumina2 Anime Experimental
https://huggingface.co/neta-art/lu2

>Prompt-Free Conditional Diffusion for Multi-object Image Augmentation
https://github.com/00why00/PFCD

>T-LoRA: Single Image Diffusion Model Customization Without Overfitting
https://github.com/ControlGenAI/T-LoRA

>Tora2: Motion and Appearance Customized Diffusion Transformer for Multi-Entity Video Generation
https://github.com/alibaba/Tora

>Cloud Diffusion Part 1: Theory and Motivation
https://github.com/arandono/Cloud-Diffusion

>Structured Captions Improve Prompt Adherence in Text-to-Image Models (Re-LAION-Caption 19M)
https://huggingface.co/datasets/supermodelresearch/Re-LAION-Caption19M

>EmoNAVI: An emotion-driven optimizer that feels loss and navigates accordingly
https://github.com/muooon/EmoNavi

07/08/2025

>NovelAI Diffusion V2 Weights Release
https://blog.novelai.net/novelai-diffusion-v2-weights-release-b9d5fef5b9a4

>LAID: Lightweight AI-Generated Image Detection in Spatial and Spectral Domains
https://github.com/nchivar/LAID

>TLB-VFI: Temporal-Aware Latent Brownian Bridge Diffusion for Frame Interpolation
https://zonglinl.github.io/tlbvfi_page

>mfw Research news

07/10/2025

>PromptTea: Let Prompts Tell TeaCache the Optimal Threshold
https://arxiv.org/abs/2507.06739

>Enhancing Diffusion Model Stability for Image Restoration via Gradient Management
https://arxiv.org/abs/2507.06656

>MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval
https://arxiv.org/abs/2507.06654

>Towards Multimodal Understanding via Stable Diffusion as a Task-Aware Feature Extractor
https://vatsalag99.github.io/mustafar

>Concept-TRAK: Understanding how diffusion models learn concepts through concept-level attribution
https://arxiv.org/abs/2507.06547

>Spatial-Temporal Graph Mamba for Music-Guided Dance Video Synthesis
https://arxiv.org/abs/2507.06689

>Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models
https://arxiv.org/abs/2507.07104

>Democratizing High-Fidelity Co-Speech Gesture Video Generation
https://arxiv.org/abs/2507.06812

>Denoising Multi-Beta VAE: Representation Learning for Disentanglement and Generation
https://arxiv.org/abs/2507.06613

>Evaluating Attribute Confusion in Fashion Text-to-Image Generation
https://intelligolabs.github.io/L-VQAScore

>Physics-Grounded Motion Forecasting via Equation Discovery for Trajectory-Guided Image-to-Video Generation
https://arxiv.org/abs/2507.06830

>3D-Generalist: Self-Improving Vision-Language-Action Models for Crafting 3D Worlds
https://ai.stanford.edu/~sunfanyun/3d-generalist

>Concept Unlearning by Modeling Key Steps of Diffusion Process
https://arxiv.org/abs/2507.06526

>FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation
https://arxiv.org/abs/2507.06523

>DynamicID: Zero-Shot Multi-ID Image Personalization with Flexible Facial Editability
https://arxiv.org/abs/2503.06505

>>105855702
LMAO
I keep this gremlin face in my fodder folder if I ever need it for some reason

>>105855719
LOOOOL I was looking for that one!!!

First for containment general

>>105854981
>>105855702
Welcome back anon. I am still goofing off with Dokken battle and ai art and chatbots. hope you had a goof time with hangouts.

>>105855737
i slep now
but one last fun fact
I decided her name is mia
which is short for mian (noodles, informal)
which is short for miàntiáo (noodles, proper)
which is short for miàntiáo tuǐ (noodle legs)
because her legs have been chronically spaghetti

>>105855737
Heeeeey

>>105855761
Thanks so much!!
Yeah it was fun! I hope your day was fun as well :D
>>105855764
Good night, Debo!! Sleep well :]
LOL cute name
Those legs are totally noodles hahaha!
>>105855778
How are you? :]

>>105855790
Indeed my day is good. I decided to goof on a perchance gen and make a dragon ball inspired character. so messing with that right now. just hit generate and will be making adjustments to the guy.

first gen results produced 6 that looked like this guy.

>>105855731
>>105855639
cuute
>>105855661
>>105855672
W O U L D


https://www.youtube.com/watch?v=N6IaHiLN34c

>>105855790
"..THIS is your COMPUTER ANON?! WOW"
*starts pressing random buttons*
"..whats THIS do? whats THAT doo???"
*presses power button, pc shuts off while rendering*

>>105855778
w o u l d

>>105855840
I'm glad to hear it!
Hahaha yea that totally looks like a dragon ball guy
>>105855868
Cute style!! :]
>>105855877
That would be terrible!!
LMAO wtf as soon as I go to reply my internet died?!
Omg my cat ran past the modem cord and pulled it

>>105855790
Good you?
>>105855868
Thanks wouldanon

>>105855954
<3
these PW witches live in my transparent monitor from time to time
i like watching the lil playlist shuffle while im rendering or doing other tasks
>>105855687 (OP)
Y-YOU TOO OP!!!
I HAVE DOZENS OF THEM!!

>>105855958
I'm doing great, thanks!
A bit tired but pretty good overall haha
>>105855988
That always sounds so cool when you mention it!!! I hella want one lol
Either that or one of those hyte computer cases with the touchscreen!

>>105856018
Long day at work?

>>105856022
Nah haha, though I did have to go shopping for work earlier today! Then I went out with friends and just got back recently
That didn't take too long though, maybe I just woke up too early, or the heat idk haha

>>105856062
>>105856022
im @ home enjoying my day off
eating local fruit & wanting my renders cook :p
the monitor sounds cooler than it is
and is highly failure prone
i have several backup
components on deck
it has failed a lot :p
im ready 2 retire
these days -
sleepy

>>105856270
makes a neat "peppers ghost" during october if im feelin festive tho ;3

>>105856270
Nice! :D
Ohh I made a smoothie today and it was hella good! I juiced some apples and strawberries! Then I blended it with some bananas and ice :]

>>105856320
that sounds great honestly
i dont have a juicer or blender but...
i do have a v nice espresso machine :3
i have been cracked out out work kek

>>105856320
this ones so neat ;_;

>>105856270
OH WAIT! I Just realized that's your see through screen thing!!! That's so cool omg!!!
>>105856353
I just bought it recently hahaha! I love it!
Ohhh nicee hahaha that sounds great!
That screen is so cool!!
>>105856362
Thanks so much!! :D
It finally did what I wanted it to do hahaha! The past tries were all so bad

>>105856376
<33

i miss schizo anon

>>105856650
<3 :]

>>105856270
Post ick on eck!

>>105855687 (OP)
Thanks Baker!
>>105855868
Very smooth motion.
>>105855737
Nice job on these animations, I like how the hair sways, and the loop is great.

>>105856901
Why are you thanking, it's just a thread on 4chan? Anyone can make new threads.

>>105856901
Thanks so much!! :D
I think i'm finally getting the hang of it hahaha
You're is amazing as always!!
I need to figure out how to make the loops seamless haha

I'm watching you.

another day of telling clients to go fuck themselves is over, yey

>>105856985
Of course you are, you are here 16 hours every day.

>>105857194
fuggin kekked
truly, a blight

>its a janitor
>he knows when you are sleeping
>he knows when you are posting
>he knows when youre away
>it doesnt matter if your gens are bad or good
>he'll say theyre all shit either way
ohhh
>u better watch out
>u better hide (ur IP)
>u better look out & im telling you why
>/g/ janny is actively participating in threads instead of doing their jobs (for free)

>>105856907
I was showing appreciation for choosing one of my gens for the OP.
>>105856907
Thank you, I'm glad you like them.
Yours look very good.

>>105857320
schizophrenic

>>105856907
Common courtesy/respect thanking the Baker for using Aons generation in OP. Welcome to 4Chan, enjoy your stay, where's your gen?

G'mornin Anons, have a great day!

>>105857517
>wheres your gen
he doesn't have one
he will never have one
he cant post he is a janitor
>>105857430
https://suno.com/s/RcDPuxktDnO2J9eq

>>105857573
>he is a janitor
That's be hilariously pathetic, and scary..
>>105857328
Nice trunks with moss/vines! Lush.

>>105857573
>>105857660
song is sloppa but the random quirks it threw in do make it kinda funny

>>105857517
Good morning. Enjoying your new gpu? Your image looks crisp.
>>105857660
Thanks! Trying to get a lot of foliage.

>>105857777
good morning of quads
>the river gently flowed
>the sun gently shined
>everything was OK

>>105857777
quads, checked!
nice animation, checked!

>gm

>>105857777
Checked, ty, Haven't had time to play with it really, weekend must hurry up! Off to work!!!

>>105857517
It's 4chan btw

>105857328
who are you replying to? seems like anonymous imageboard is confusing to you

Shame that chroma mangles faces and hands.

>>105857890
>>105857777
>>105857517
gm anon

>>105857328
Second reply was meant for >>105856972
>>105857791
Nice
>>105857797
Thanks, glad you like it!
>>105858277
Good morning

gm

>>105858277
facedetailer? also try base 43? i prefer it to detail-calibrated

>>105858542
nerv nicht

>gm

>>105858964
chromagirl: “engage pod- door protocol 946”
Penghelpers: *chirping excitedly*

Somehow, the face is better.

>>105859185
Is Staging RL a pre-release? I'm using the gguf quantized version

She came in 15th place, she's so exited!

>>105859217
staging are tests that lodestone's doing (like low cfg/low steps, RL training, etc), not really "pre-release", more like "side tests". they're sometimes really bad lol but also fun
the base (and detail enhanced) models are the 'working' models, and have quants. staging you gotta convert pth to safetensors yourself. thankfully forge has a model converter that doesnt kill your ram like some scripts i've seen floating around
there's some quants for staging models here
https://huggingface.co/silveroxides/Chroma-Misc-Models/tree/main
but i'm not sure how up to date they are, i dont use them

>>105859276
ty

Seems it's slowly improving. Except for hands which I'm hiding. kek

>>105859455
yeah supposedly hands and other small/micro details will be better once the main run finishes and there's a few generations at 1024 or higher, but we'll see

Last night, I was watching a true crime show. They showed a map of the United States, and it had a few states that don't exist and the states were all labeled with nonsense text. I thought, "holy shit this is obviously AI, I should screenshot this". Then I woke up and realized it was a dream.

>>105859635
>>105859342
>>105859254
hopefully horseAnon is having a blast with this game!

>>105859313
I like cocks :)

>>105859640
wauw yes, I hope so too xD
Honse go brrrr

>tfw still on auto1111

I had to take Afrin. Now I'm all jacked up and I hate it.

>>105859720
if it works, it works

>>105859827
tf, does a nose spray do that to you?

https://youtu.be/YTZSV0gSIY0?si=LOWD0hptbR9bJXY3

for frodo

gm
one more day 'til rimworld dlc

>>105859254
lol, good gen
I can't believe this absurd game has made the level of splash it has

>>105859313
gm
nice cock

>>105859480
meta

>>105860184
gm

>>105860184
Same, it's wonderful. ty Asmon-pappa
The horse girls are all very likeable and the gacha in it isn't too bad, you get enough karats to spin semi-regular without spending a dollar.
Remember watching the first season and it was bretty boring, but S2 and 3 seemed way better.

>gm

And I think the concert songs are pretty good as well
I'd 100% spend all my money on cute horse girls racing.
https://youtu.be/2MNuTlMIgXI?si=W74Y3IznYPy2buB2

>>105860420
>that filename
it was (You) this whole time!
welcome back!

>>105860438
aaah I blew my cover!
yes, it was me ///

Flower is such a bitch smol horse
She's so fking fast

>>105859957
I'm not sure how you're unaware that decongestants are stimulants.

>>105860559
this is a heartburn medicine commercial, lol

>>105859957
What

>>105860559
nta. some countries still allow the sale of medication that makes you drowsy.

>>105860559
I sincerely didn't know, I don't use much medicine ever
Might be a fun buy if it's w/o receipt xd
>>105860592
Yes but they have clear warnings here in EU?

Morning anons.

>>105860634
gm

>>105860634

>gm

>>105860684

why is there no AI board? Just a bunch of AI generals spread all over the place, why?

>>105860820
AI has become a huge portion of traffic on a lot of boards. keeping ai threads distributed keeps boards alive and inflates their engagement. its a numbers game for them. thats my theory at least. we've been asking for an ai board since 2022

>>105860820
>why is there no AI board? Just a bunch of AI generals spread all over the place, why?
welcome to August 2022. a dedicated board didn't happen then and it has happened since.

general a.i. /gai/

>>105860865
That's not even that crazy of a theory

>>105860865
I totally believe that. I also think they make bot threads for the same reason

>>105860592
That's literally all adventures.

>>105860865
I mean tons of us think that is the reason. I know it brings in tons of traffic to boards and sites and thus they dont want it all contained on 1 board and the other boards die a bit from it.

>>105861080
trained on unreal engine I see

>>105861232
I forget if I had 'unreal engine' in this prompt or not. was trying for photo-realism but couldn't get there. can be hard with scifi stuffs

>>105861264
was making a stupid joke but it does look spot on for the terrains
building textures are really off though
makes me crave for a nice good RTS though...

>>105861290
>makes me crave for a nice good RTS though...
rimworld dlc tomorrow! its barely anything like an RTS, but don't let that stop you
that what I was trying to capture with these gens. a frontier rimworld colony

>>105861264
Try Death Stranding too, lel.

>>105861393
magic lizard town hall, or magic lizard academy?

>>105861425
>the setting is Blenheim Palace, A sprawling lawn extends before her, dotted with meticulously manicured hedges and vibrant flowerbeds
now known as Godzilla palace

Horse steroids are no joke

>gen a bunch of 1girl slop, starting from scratch because all the workflows people upload are for porcelain Koreans and 3d anime instead of regular people in regular places (seriously what are they even training models on these days)
>the most realistic models never look realistic once upscaled beyond thumbnail sized, all the usual AI flaws, smooth skin, double lines
>could install and tweak 3,000 loras to try to fix things
>instead, open The Gimp
>sharpen slightly
>add light noise
>monkey brain now automatically interprets result as an actual digital photograph
How big brained and/or behind the curve am I?

>>105861921
just add more nodes bro

>>105861930
why are we trying to cram post processing into the generation workflow instead of doing it in dedicated image editing software, anyway?

>>105861959
have you seen some of the noodles people post to get that extra 1% graininess?

>>105861985
i have not, node based stuff always annoys me for reasons i cannot describe so i don't use comfy. but even then, why not just open the result in photoshop and use tools that do exactly what you need/want instead of AliBabaAnon's EpicFilmGrainSuperBhaabitPONY-V75-BETA.safetensor

sorry, out of ideas beyond nightmare stuff
some sketch art:
https://files.catbox.moe/xvswhk.png
https://files.catbox.moe/vwjioj.png
https://files.catbox.moe/nqu4jh.png
https://files.catbox.moe/fafw8x.png
tomorrow i may try to train another flux lora off of such stuff, and or api images

>>105862360
>>105862415
subtle style change, i dig it.

>>105862436
<3 very subtle xd

>>105862211
>sorry, out of ideas beyond nightmare stuff
that's what i always default back to too or just i2v other peoples stuff for fun to have something genning in the background

>>105856972
enjoying your anims
>I need to figure out how to make the loops seamless haha
https://openart.ai/workflows/nomadoor/loop-anything-with-wan21-vace/qz02Zb3yrF11GKYi6vdu
there's this if you haven't seen it already, haven't used it myself. bookmarked it a while back so not sure if outdated or not.

>>105861921
>civitai slaps brilliance\slight-sephia filter to their outputs
>copy 1:1 local, wonder why im so much "brighter"
>adjust the images in gimp
really activates the almonds kek
you are smart enough to USE all ALL tools available then you're on the right track ;3
>>105862777
trips of prayer and TRUTH
>>105862776
>seamless
i use ezgif\reverse-loop and cut the repeated frames manually
haven't found a lora that i like enough for that yet...
>>105861352
i like her outfit but not the leash :c
>>105861550
<33

>>105862911
<3

>>105862911
>haven't found a lora that i like enough for that yet...
yeah after modifying his workflow to loop something i realized i didn't really have anything i wanted to loop.

>>105863005
lmao

lel i just LOVE facedetailer some times

>>105863011
speaking of loops one of your gens would prob be p nice to loop. i always like silhouette dancing.

>>105859276
[Leaves dripping water under starlight
Into woods you go
Five fingers leaving trails in the water so that we can know
Where you are and where the water goes
I am dripping water
And living under seven skies
I live in your halo of hummingbirds
And flying fish and butterflies
And these memories stay
They'll go slowly now]


https://youtu.be/VMNBol61y_o?si=hYjzj8rbQqQuXjmb

>>105863146
very cool. I really like the way it worked with the lighting

>>105863147
>not animating the goat-lions too
come on now >_<

>>105863185
yeah i honestly thought none of them were going to be in sync at all

>>105863230
it would have mangled them ;c
i gently blush\blurred them away back into dreamland haha
my cat video got SUPER FUGGED UP in \ldg\

>>105863279
would chug
>>105863146
its not easy getting that many subjects to obey
any prompting tricks\magic done there?
or did you leave it up to fate (like me) :p

should I continue to include simpletuner updates in the news?

>>105863366
wtf is simpletuner lol
and no

>>105863376
u wabnt ur guitar in TUNE OR NO????

>>105863376
its a model training app that people have used for loras and stuff across sd, flux, wan, pretty much every model. but the author has been having a crashout and generating a lot of bad blood, so far as to make people no longer trust the app

>>105863297
>any prompting tricks\magic done there?
nothing really new, i just use chatgpt to create a base prompt of what i want then modify it. p much how i've been doing all my boomer prompts since flux came out.

>>105863447
thnx bb
>clowns
i have always been spooked by them kek
only movie i can watch alone is "killer clowns from outer space"

bakersan

>>105863230
>https://files.catbox.moe/74i1m1.mp4
some rad boobs ;3

>>105863593
;3

Next Thread

>>105863680
>>105863680
>>105863680

it was a great one :3
DO IT AGAIN