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Previous /sdg/ thread : >>108766288

>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
>>
>mfw Resource news

05/07/2026

>Stream-R1 Reliability-Perplexity Aware Reward Distillation
https://stream-r1.github.io

>banodoco/hivemind: Drop-in skill that searchs the Banodoco Discord message feed
https://github.com/banodoco/hivemind

05/06/2026

>Exploring Data-Free LoRA Transferability for Video Diffusion Models
https://github.com/Noahwangyuchen/CASA

>Ortho-Hydra: Orthogonalized Experts for DiT LoRA
https://github.com/sorryhyun/anima_lora

>DirectEdit: Step-Level Accurate Inversion for Flow-Based Image Editing
https://desongyang.github.io/Directedit

>Let ViT Speak: Generative Language-Image Pre-training
https://github.com/YanFangCS/GenLIP

>TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment
https://gdm-tipsv2.github.io

05/05/2026

>Decision Boundary-aware Generation for Long-tailed Learning
https://github.com/keepdigitalabc-svg/DBG

>Motion-Aware Caching for Efficient Autoregressive Video Generation
https://github.com/ywlq/MotionCache

>SIFT-VTON: Geometric Correspondence Supervision on Cross-Attention for Virtual Try-On
https://github.com/takesukeDS/SIFT-VTON

>Linear-Time Global Visual Modeling without Explicit Attention
https://github.com/LeapLabTHU/WeightFormer

>Local Dream 2.4.3 - SDXL support, tag autocomplete and more
https://github.com/xororz/local-dream/releases/tag/v2.4.3

>Sora’s downfall signals broader problems with AI’s creative utility
https://theconversation.com/soras-downfall-signals-broader-problems-with-ais-creative-utility-280013

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
>>
>mfw Research news

05/07/2026

>FaithfulFaces: Pose-Faithful Facial Identity Preservation for T2V Generation
https://arxiv.org/abs/2605.04702

>Advancing Aesthetic Image Generation via Composition Transfer
https://arxiv.org/abs/2605.04609

>Stream-T1: Test-Time Scaling for Streaming Video Generation
https://arxiv.org/abs/2605.04461

>Taming Outlier Tokens in Diffusion Transformers
https://arxiv.org/abs/2605.05206

>DiCLIP: Diffusion Model Enhances CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation
https://arxiv.org/abs/2605.04593

>From Diffusion to Rectified Flow: Rethinking Text-Based Segmentation
https://arxiv.org/abs/2605.04590

>LEGO: LoRA-Enabled Generator-Oriented Framework for Synthetic Image Detection
https://arxiv.org/abs/2605.04445

>Towards General Preference Alignment: Diffusion Models at Nash Equilibrium
https://arxiv.org/abs/2605.04494

>SpecPL: Disentangling Spectral Granularity for Prompt Learning
https://arxiv.org/abs/2605.04504

>Uncertainty-Aware Exploratory Direct Preference Optimization for MLLMs
https://arxiv.org/abs/2605.04874

>D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models
https://vvvvvjdy.github.io/d-opsd

>Computer-Aided Design Generation by Cascaded Discrete Diffusion Model
https://arxiv.org/abs/2605.05031

>Structured 3D Latents Are Surprisingly Powerful: Unleashing Generalizable Style with 2D Diffusion
https://arxiv.org/abs/2605.04412

>Intermediate Representations are Strong AI-Generated Image Detectors
https://arxiv.org/abs/2605.04358

>Joint Semantic Token Selection and Prompt Optimization for Interpretable Prompt Learning
https://arxiv.org/abs/2605.04425

>Lightning Unified Video Editing via In-Context Sparse Attention
https://arxiv.org/abs/2605.04569

>Open-Source Image Editing Models Are Zero-Shot Vision Learners
https://arxiv.org/abs/2605.04566

>Local Intrinsic Dimension Unveils Hallucinations in Diffusion Models
https://arxiv.org/abs/2605.05026
>>
>n*gbo
>>
mirror fail
>>
File: 000000_69712_.png (2.66 MB, 1735x926)
2.66 MB PNG
>num num num
>>
File: debo_anima_00003_.png (2.45 MB, 2048x1117)
2.45 MB PNG
>>
File: out.jpg (727 KB, 1840x1280)
727 KB JPG
anima -> klein 9b
this might work if i can work out the settings
but i'd have to remake loras
i dont want to lel
>>
File: debo_anima_00006_.png (2.53 MB, 2048x1117)
2.53 MB PNG
>>108776377
I would have figured you mastered lora making down to just clicking one button at this point
>>
File: FluxAnima2Realu000033.png (1.34 MB, 960x1280)
1.34 MB PNG
>>108776510
clicking run is one thing, getting the dataset, the captions, etc ready is what takes time, and i'm never happy with the previous results
>>
File: Animau000035.png (1.28 MB, 960x1280)
1.28 MB PNG
>>108776515
plus it's getting warm out and i dont want to bake myself more than i already am
>>
back to zit
>>
>>
>>
File: debo_anima_00008_.png (2.39 MB, 2048x1117)
2.39 MB PNG
>>108776666
checked
>he forgot zit doesn't know what a weight is
>>
>>108776672
oh, there are ways to trick it. it's not the image model, it's the encoder that matters when it comes to weights and timings and whatnot. and qwen3-4b is quite capable
it's the llm that sometimes forgets to put them inside parenthesis
>>
>>
>>
>>
File: debo_anima_00010_.png (2.8 MB, 2048x1117)
2.8 MB PNG
>>
guess they dont like poor cletus
>>
File: debo_anima_00012_.png (2.54 MB, 2048x1117)
2.54 MB PNG
>>108776847
he was kind of a cuntface after all
>>
gn all
>>
>>108776961
gn
>>
File: debo_anima_00014_.png (2.56 MB, 2048x1117)
2.56 MB PNG
>>108776961
gm

>>108776971
put her in a suit and send her to space
>>
>>108777011
>>
File: debo_anima_00019_.png (2.52 MB, 2048x1117)
2.52 MB PNG
>>108777054
excellent
>>
>>108777072
it doesn't always remember her suit
>>
File: debo_anima_00021_.png (2.68 MB, 2048x1117)
2.68 MB PNG
>>108777081
you have to say "or else she'll die" so the AI understands the gravity (heh) of the situation
>>
>>108777092
i hacked the space thing in really lazily that's why

__std/xl/style/plushy/v2__
Scene:: Astronaut on a spacewalk outside of space station

__std/xl/girls/base_human_zit_curvy_nb__
>>
bedtime gn
>>
File: debo_anima_00025_.png (1.96 MB, 2048x1117)
1.96 MB PNG
>>108777145
gn
>>
New to this whole thing.

Is it normal that order of tags matter in prompt? I'm using Anima and found out that putting artist tag last vs putting it early has huge impact. When put at the beginning, it has little impact. Put last, it has huge impact.

Increasing the weight makes it strong even early. But has little impact if tag is last.

Is it normal or just quirk of the model?
>>
i miss schizo anon
>>
Anyone doing this on AMD card?
>>
File: 00014-2012032508.png (414 KB, 512x512)
414 KB PNG
>>
>>
>>108777769
>>>/g/ldg
>>
>>108777374
>Is it normal
Depends on the model. From my experience, I would say absolutely in most cases. I sometimes run my prompt in an enhancer to make sure the elements are optimized for the model.

gm
>>
File: 00207-4185530419.png (2.14 MB, 1024x1024)
2.14 MB PNG
>>
>>
>>
File: 00209-501304722.jpg (873 KB, 1728x1344)
873 KB JPG
>>
File: 00213-4065084313.png (3.57 MB, 1728x1728)
3.57 MB PNG
>>
Any recommendations for videogamey look models? Something like older FF cutscenes, FF13 ig graphics etc. Bonus points for adult compatibile.
>>
Morning Anons
>>
File: 00217-1725623735.png (1.92 MB, 1920x1152)
1.92 MB PNG
>>108780246
morning
>>
File: 00218-1775085364.png (2.59 MB, 1536x1536)
2.59 MB PNG
>>
>>108780246
>>108780316
gm
>>
>There should be a Predator vs Transformers movie.
Michael Bay, get on it.
>>
File: debo_cm_anima_00027_.png (3.78 MB, 2048x2048)
3.78 MB PNG
busy friday
>>
File: SuperfunCoolv2.png (1.55 MB, 1024x1024)
1.55 MB PNG
>>
File: amazing1.png (1.42 MB, 1024x1024)
1.42 MB PNG
>>
File: 22026.jpg (127 KB, 1986x1333)
127 KB JPG
>>
File: scaled_490.png (3.51 MB, 1366x2035)
3.51 MB PNG
>>
happy disclosure day. waiting for the jesus hologram to be projected in the sky. don't believe their lies
>>
>>108781230
the who what now
>>
File: 3006433105272026.png (3.64 MB, 1124x1674)
3.64 MB PNG
>>108781230
This comment was a wild ride from start to finish and I understood none of it.
>>
>>
>>108781255
>>108781267
project blue beam... the NWO is gonna project a jesus hologram in the sky to trick everyone into thinking it's the second coming and accept one world government. the feds are releasing a bunch of their alien shit. its like the epstein files but for alien truthers
>>
>>108781320
and this is why i dont follow any type of media for years and years
>>
>>108781230
>>108781320
*sighs* well why am I not shocked my 7th theory would be considered by another in this wacko jacko timeline. well let's wait and see because timelines all say good loses.
Hope you got your contingencies for the contingencies in order. Find a nice quiet island with less than 200 people for some breathing room.
>>
>>108781402
if the aliens come for real i'll probably just die while muttering "fake and gay"
>>
>>
Any models you guys would suggest in order to gen warships? In particular, I need napoleonic era broadside ship-of-the-lines, not battleships.

I've only ever generated characters before.
>>
>>108781531
any current model + make your own lora
that kind of data is not on any [local] model to any extenct beyond a schooner here and there
>>
File: 00219-1069039481.png (3.46 MB, 1728x1344)
3.46 MB PNG
>>
>>108781418
I figured i'll just move to an island than stealth to a volcano and "trip and fall". here's hoping. either way best of luck over on your end of it.
>>
>>108781678
neat
>>
File: debo_cm_anima_00022_.jpg (959 KB, 2048x2048)
959 KB JPG
>>
>>
>>
File: 00221-1705327052.jpg (1.49 MB, 3456x1152)
1.49 MB JPG
>>
>>
>>108782280
6...I count 6 boobies! *waves the boobie flag*
>>
>>108782304
they could be boobs (male)
>>
>>108782311
DO YOU IMPLY THIS MATTERS? *beatings given with the boobies flag* BOOBIES FOR ALL!
>>
aaro dot mil for your ufo disclosure
>>108782304
>>108782311
do alien boobs count tho
>>
File: 00225-619819952.jpg (2.14 MB, 2016x2592)
2.14 MB JPG
>>
>>108782346
also war dot gov dot UFO
>>
>>
File: 00227-3305600701.jpg (1.92 MB, 2016x2592)
1.92 MB JPG
>>
>>
File: 00229-2706108680.jpg (1.94 MB, 2016x2592)
1.94 MB JPG
>>
File: 00231-3582688729.jpg (2.18 MB, 2592x2016)
2.18 MB JPG
aah
>>
>>
File: 00233-1274488470.jpg (1.48 MB, 2592x2016)
1.48 MB JPG
>>
>>
File: debo_cm_anima_00063_.png (2.89 MB, 1664x1664)
2.89 MB PNG
>>108782612
war cry
>>
gm anons
>>
>>
>>
File: debo_cm_anima_00031_.jpg (68 KB, 546x570)
68 KB JPG
>>108783031
damn those fruit cups fuck
>>
>>108783080
compliments to the hog
>>
>>
File: debo_cm_anima_00032_.png (3.49 MB, 2048x2048)
3.49 MB PNG
>>
File: 000000_69784_.png (1.86 MB, 852x1455)
1.86 MB PNG
>>108776598
nice frogs

>>108781418
Soo much to talk/discuss, not correct thread, ahhhh
Obvious timing is distraction from globa'al consolidation and reset to digital currencies,,
IMO the closest you'll come to seeing an Alien in this
existence is with 5MeO Di-Methyl-Tryptamine. 8 minutes of being told your a moron for leaving this place when you choose to experience it.
>Your correct on ProjBluBeam and the NWO
>>
>>108783261
thx
>>108783261
>listening to the DMTard gnomes
tell those little bitches they still owe me 5$
never trust any entity under 6D
>>
>>
>>
>>
File: 000000_69819_.png (2.84 MB, 1228x1336)
2.84 MB PNG
>>108783278
>never trust any entity under 6D
Agreed, you are all that is, all else is a projected reflection.
>>108783261
>Your
YOU ARE, YOU'RE!!
>>
File: debo_cm_anima_00033_.jpg (376 KB, 1244x1244)
376 KB JPG
>>
>>108783382
>projected reflection
i prefer to think of it as simple harmonics waves
>>
File: 000000_69827_.png (2.75 MB, 1228x1336)
2.75 MB PNG
>>108783417
Understood.
>nice colour/balance detail background
>>
File: 1778286039022717.jpg (108 KB, 735x1024)
108 KB JPG
uhh how can we tap into that..?
>>
>>108783417
>>108783382
Reality's what you make of it.
>>
>>108783473
We tear them all down.
>>
>>108783478
no u
>>108783452
thx
why does no one ever gen reptiloids
>>
>>
File: deal_chroma_00056_.png (1.61 MB, 1280x960)
1.61 MB PNG
>>108783508
based

>>108783531
>why does no one ever gen reptiloids
I'm offended. my alien series had reptiloids in it
>>
File: 000000_69841_.png (2.71 MB, 1413x1133)
2.71 MB PNG
>>108783531
I try..
>>108783554
From the caverns!
Gn Anons, long day..
>>
File: deal_chroma_00063_.png (2.09 MB, 1280x960)
2.09 MB PNG
>>108783569
>long day..
tell me about it
>>
>>
>>108783554
>>108783581
>>108783569
those are nice creatures
>>
File: deal_chroma_00067_.png (1.99 MB, 1280x960)
1.99 MB PNG
>>108783592
thanks. this series was pretty awesome ngl
>>
>>108783601
>chroma
oh have y ou tried those in zit?
>>
File: deal_chroma_00069_.png (1.91 MB, 1280x960)
1.91 MB PNG
>>108783620
no. might be interesting
>>
>>
File: debo_alien_zi_00009_.png (2.41 MB, 1792x977)
2.41 MB PNG
>>108783620
doesn't work too well with zit cuz it thinks "alien" = "xenomorph" so they all get the same head shape
>>
>>108783862
hmm maybe you need to schizo prompt it
>>
is there a workflow for a main reference image and a pose reference image in the OP?
>>
>>
>>108783885
https://files.catbox.moe/x6lbnu.png
>>
File: debo_alien_zi_00011_.png (2.42 MB, 1792x977)
2.42 MB PNG
>>108783871
possibly worth revisiting when I have more energy for it, but chroma 'just worked'

>>108783902
I'd buy that pillow
>>
>>
>>108783907
"claude, figure out how to make this for etsy, make no mistakes"
>>
File: debo_alien_zi_00013_.png (2.22 MB, 1792x977)
2.22 MB PNG
>>108783968
what would a bunchan plush look like
>>
>>108783985
its on the todo list
>>
gn all
>>
File: debo_alien_zi_00016_.png (2.19 MB, 1792x977)
2.19 MB PNG
>>108784027
gn
>>
>>108784027
see ya. you're gonna miss your plushy!
>>
good enough for now, the detail creatures didn't work like i thought lol
>>
ok there's one with a normal looking creature lol
>>
>>108783531
I'm not fighting with you and we've talked plenty of times before.
>>
File: 2006454105272026.png (3.67 MB, 1260x1878)
3.67 MB PNG
>>
>>
File: debo_alien_zi_00020_.png (2.29 MB, 1792x977)
2.29 MB PNG
>>108784081
this ones nice. hope he sees it tomorrow

>>108784082
I doubt he was being aggro

>>108784093
nice, which character is this?

>>108784116
mischief in plush form
>>
>>
>>
>>
hard to get em all in together
>>
File: deal_chroma_00070_.png (1.6 MB, 1280x960)
1.6 MB PNG
>>108784125
quokka always quokka
>>
so close! poor quokka turned into ... whatever that is lol
>>
File: deal_chroma_00072_.png (1.95 MB, 1280x960)
1.95 MB PNG
>>108784185
the spirit of product anon
>>
probably about as good as it's gonna get, zit gets really confused with this much going on. gonna try throwing deepseek-v4-pro at it but idk if it's gonna make a difference, the prompt enhancer is allergic to long prompts
>>
ah well i'll have to cheat with nb2 tomorrow, i don't feel like setting it up for this workflow and the cat is nagging me to go to bed again. bunny pw is canon now. gn
>>
File: deal_chroma_00073_.png (1.71 MB, 1280x960)
1.71 MB PNG
>>108784228
love this
gn
>>
File: 42640820940908113.png (3.64 MB, 1158x1724)
3.64 MB PNG
>>
File: 12641720940117113~1.png (3.64 MB, 1176x1752)
3.64 MB PNG
>>
File: 000000_69880_.png (3.21 MB, 1184x1386)
3.21 MB PNG
>>108783985
This is a good detailed series, more.
This is Chroma?which model by chance?
>>
>>108784081
>>
i miss schizo anon
>>
gm
>>
is there no way to use a exposed endpoint to gen with comfyui or forge?
I got a sub
>>
File: 00001-562669029.jpg (1.19 MB, 2592x2016)
1.19 MB JPG
>>
>>108785306
yes, many ways, here's one. https://ngrok.com/
>>
>>108785306
Do you mean API access for generating via ComfyUI or Forge? A subscription doesn’t always include that.
>>
File: 00003-274973997.jpg (1.11 MB, 2592x2016)
1.11 MB JPG
>>
>>
>>108784078
>>108784081
sweet
>>108784082
the joke
---
your head
>>
File: 00005-2734311291.jpg (1.25 MB, 2016x2592)
1.25 MB JPG
>>
>>108785351
yeah its more of a openai style endpoint, perhaps there is no way to use this subscription for this. Which is a shame.
>>
File: 00007-3577845688.jpg (1.57 MB, 2592x2016)
1.57 MB JPG
heh
>>
>>
>>
>>
gm
>>
>>
>>
>>
>108786299
>108786299
>108786299
>>
oops
>>108786299
>>108786299
>>108786299



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