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Discussion and Development of Local Image and Video Models

Previous: >>108827570

https://rentry.org/ldg-lazy-getting-started-guide

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, & Upscalers
https://civitai.com
https://civitaiarchive.com/
https://openmodeldb.info

>Tuning
https://github.com/spacepxl/demystifying-sd-finetuning
https://github.com/ostris/ai-toolkit
https://github.com/Nerogar/OneTrainer
https://github.com/tdrussell/diffusion-pipe
https://github.com/kohya-ss/sd-scripts
https://github.com/kohya-ss/musubi-tuner

>Z
https://huggingface.co/Tongyi-MAI/Z-Image

>Anima
https://huggingface.co/circlestone-labs/Anima
https://tagexplorer.github.io/

>Qwen
https://huggingface.co/collections/Qwen/qwen-image

>Klein
https://huggingface.co/collections/black-forest-labs/flux2

>LTX-2.3
https://huggingface.co/collections/Lightricks/ltx-23

>Wan
https://github.com/Wan-Video/Wan2.2

>Chroma
https://huggingface.co/lodestones/Chroma1-Base
https://rentry.org/mvu52t46

>Illustrious
https://rentry.org/comfyui_guide_1girl

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Collage: https://rentry.org/ldgcollage

>Neighbors
>>>/aco/csdg
>>>/b/degen
>>>/r/realistic+parody
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg

>Local Text
>>>/g/lmg

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
>>108831835
oh shit I just realized, the nova anime guy made an anima version.

https://civitai.com/models/2604424/nova-anime-am?modelVersionId=2924415

will test it
>>
>mfw Resource news

05/15/2026

>Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation
https://github.com/thu-ml/Causal-Forcing

>EntityBench: Towards Entity-Consistent Long-Range Multi-Shot Video Generation
https://catherine-r-he.github.io/EntityBench

>ClickRemoval: An Interactive Open-Source Tool for Object Removal in Diffusion Models
https://github.com/zld-make/ClickRemoval

>Warp-as-History: Generalizable Camera-Controlled Video Generation from One Training Video
https://yyfz.github.io/warp-as-history

>RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO
https://yanzuo.lu/raven

>Image Restoration via Diffusion Models with Dynamic Resolution
https://github.com/StarNextDay/SubDAPS.git

>Does Synthetic Layered Design Data Benefit Layered Design Decomposition?
https://github.com/YangHaolin0526/SynLayers

>InsightTok: Improving Text and Face Fidelity in Discrete Tokenization for Autoregressive Image Generation
https://github.com/LeapLabTHU/InsightTok

>ComfyUI-AsymFlow
https://github.com/CanFromEarth/ComfyUI-Klein9B-AsymFlow

>Microsoft Lens: 3.8B parameter text-to-image model. Available in RL-tuned and fast 4-step Lens-Turbo
https://huggingface.co/microsoft/Lens
https://huggingface.co/microsoft/Lens-Turbo

>snwy/SD1.5-DALLE-2
https://huggingface.co/snwy/SD1.5-DALLE-2/tree/main

>stable-diffusion-webui-codex v0.3.0-beta
https://github.com/sangoi-exe/stable-diffusion-webui-codex

05/14/2026

>Anima base v1.0 released
https://huggingface.co/circlestone-labs/Anima

>TrackCraft3R: Repurposing Video Diffusion Transformers for Dense 3D Tracking
https://cvlab-kaist.github.io/TrackCraft3r

>AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation
https://nvlabs.github.io/AnyFlow

>Skill-Aligned Annotation for Reliable Evaluation in Text-to-Image Generation
https://abdo-eldesokey.github.io/skill-aligned-eval
>>
>mfw Research news

05/15/2026

>Head Forcing: Long Autoregressive Video Generation via Head Heterogeneity
https://jiahaotian-sjtu.github.io/headforcing.github.io

>HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention
https://arxiv.org/abs/2605.14513

>Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection
https://arxiv.org/abs/2605.14486

>ACE-LoRA: Adaptive Orthogonal Decoupling for Continual Image Editing
https://arxiv.org/abs/2605.14948

>Compositional Video Generation via Inference-Time Guidance
https://arxiv.org/abs/2605.14988

>Few Channels Draw The Whole Picture: Revealing Massive Activations in Diffusion Transformers
https://aimagelab.github.io/MAs-DiT

>Supersampling Stable Diffusion and Beyond: A Seamless, Training-Free Approach for Scaling Neural Networks Using Common Interpolation Methods
https://arxiv.org/abs/2605.08698

>Delta Forcing: Trust Region Steering for Interactive Autoregressive Video Generation
https://arxiv.org/abs/2605.14382

>Think When Needed: Adaptive Reasoning-Driven Multimodal Embeddings with a Dual-LoRA Architecture
https://arxiv.org/abs/2605.14448

>MiVE: Multiscale Vision-language features for reference-guided video Editing
https://arxiv.org/abs/2605.14664

>HDRFace: Rethinking Face Restoration with High-Dimensional Representation
https://arxiv.org/abs/2605.14821

>Unlocking Complex Visual Generation via Closed-Loop Verified Reasoning
https://arxiv.org/abs/2605.14876

>Diagnosing and Correcting Concept Omission in Multimodal Diffusion Transformers
https://arxiv.org/abs/2605.14270

>KVPO: ODE-Native GRPO for Autoregressive Video Alignment via KV Semantic Exploration
https://arxiv.org/abs/2605.14278

>DiffusionOPD: A Unified Perspective of On-Policy Distillation in Diffusion Models
https://arxiv.org/abs/2605.15055

>RefDecoder: Enhancing Visual Generation with Conditional Video Decoding
https://arxiv.org/abs/2605.15196
>>
>>108831930
Remove that link ASAP, that was a long time ago. Ani doesn't visit here anymore.
>>
Blessed thread of frenship
>>
>>108831967
No need to announce your return dude, we noticed.
>>
>mfw MORE Research news

>CreFlow: Corrective Reflow for Sparse-Reward Embodied Video Diffusion RL
https://arxiv.org/abs/2605.14274

>Aligning Latent Geometry for Spherical Flow Matching in Image Generation
https://arxiv.org/abs/2605.15193

>CoReDiT: Spatial Coherence-Guided Token Pruning and Reconstruction for Efficient DiTs
https://arxiv.org/abs/2605.14191

>Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language Models
https://arxiv.org/abs/2605.14530

>Unified Pix Token And Word Token Generative Language Model
https://arxiv.org/abs/2605.14028

>TeDiO: Temporal Diagonal Optimization for Training-Free Coherent Video Diffusion
https://arxiv.org/abs/2605.14136

>LiWi: Layering in the Wild
https://arxiv.org/abs/2605.14552

>HeatKV: Head-tuned KV-cache Compression for Visual Autoregressive Modeling
https://arxiv.org/abs/2605.14877

>From Plans to Pixels: Learning to Plan and Orchestrate for Open-Ended Image Editing
https://arxiv.org/abs/2605.15181

>MHSA: A Lightweight Framework for Mitigating Hallucinations via Steered Attention in LVLMs
https://arxiv.org/abs/2605.14966

>SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer
https://nvlabs.github.io/Sana/WM

>Your CLIP has 164 dimensions of noise: Exploring the embeddings covariance eigenspectrum of contrastively pretrained vision-language transformers
https://arxiv.org/abs/2605.14893

>Representative Attention For Vision Transformers
https://arxiv.org/abs/2605.14913

>The Velocity Deficit: Initial Energy Injection for Flow Matching
https://arxiv.org/abs/2605.14819

>Editor's Choice: Evaluating Abstract Intent in Image Editing through Atomic Entity Analysis
https://arxiv.org/abs/2605.14842

>On the Cultural Anachronism and Temporal Reasoning in Vision Language Models
https://khushboo0012.github.io/tab-vlm-webpage

>CoCoEdit: Content-Consistent Image Editing via Region Regularized Reinforcement Learning
https://arxiv.org/abs/2602.14068
>>
newfren here
why is there always two or three full length link posts at the start of threads that no one ever replies to?
kinda annoying to have to hide them every time
>>
>>108831955
>everyone who switched to noob when it first released is using anima now
the only people still using SDXL are those who took ages to switch to illust or noob from pony
okay but, i asked for a good noob checkpoint, not for your assessment on the adoption of models, retard.
>>
>>108831994
No need to get upset. Anon was saying there are no longer any good Noob checkpoints since Anima dropped, which is pretty clear desu. SDXL has been BTFO'd, unless you enjoy dumb models with slopped styles I suppose.
>>
>>108831990
ez filter
>>
>>108832001
i know what he (you) said. i asked for a good checkpoint since he seemed knowledgeable about janku. i dont care about anima.
>>
>>108832074
grab nova anime v19 or janku or wainsfw, not that large but good results
>>
>>108832102
aight, i'll check those out
>>
>>108832074
>i dont care about anima.
for why? you are promptlet?
>>
What are bounties?
>>
>SDXL mixes
Right this way sir >>108826892
>>
File: 1423886955077.png (39 KB, 230x158)
39 KB PNG
Why are SD1.5 getting praised for overslopping, but sdxl models are getting blamed for that?
>>
>>108832132
im not a picasso, i just gen 1girl and coom. anima is too slow for something that doesn't look any different than illustrious
>>
https://civitai.com/models/2604424/nova-anime-am?modelVersionId=2924415

anima but nova anime version, this was out before 1.0 base though I think
>>
>>108832182
use the turbo lora and 12 steps/1 cfg, gens are like 3 seconds
>>
>>108831878
>janku has been forcefed so much unadulterated slop that it managed to nuke like 90% of ALL artist knowledge out of noob
I'm not saying this to troll or be mean or whatever but it seems to me like some are just blind to slop. I can't think of another reason why someone wouldn't be able to tell when a model looks gigaslopped.
>>
any decent high res fix or upscaling for Anima yet?
>>
>>108832191
is that with upscaling? it takes me 8 seconds with dmd and 1.5 upscaling with illustrious
>>
>>108832182
>doesn't look any different than illustrious
Are you using a small monitor or have prescription glasses? I'm not even talking about styles but the VAE. It's pretty blatant desu.
>>
>>108832204
post a single side by side prompt to back up your claim.

but you won't, no one ever does in this faggot place
>>
>>108832211
Are you really claiming that the difference between a 4ch and 16ch VAE are non-existent? Were you not around when 8 and 16 channel VAEs came out?
>>
>>108832191
does the turbo lora exist for base already?
>>
>>108832198
until a nice cnet drops we have to cope with a bunch of rerolling but the regular way of doing it works
>>
>>108832219
>blah blah blah
>no side by side
as expected
>>
>>108832239
idk, with SDXL a two pass gen with 0.4 - 0.6 denoising with a good seed made images almost look perfect

with Anima you have to rely less on a good seed, but the final results still don't look as polished

I am still hopeful and I'm sure someone will find a good workflow eventually
>>
File: 1768831699752648.png (1.13 MB, 896x1152)
1.13 MB PNG
>>108831729
>>108831816
Nah, Illustrious looks like pure AI slop, Anima actually bridges the gap into something that actually looks like it was drawn. Also, its not a pure 1girl engine... now you can get 2girls!

The "perfect" look of illustrious looks offputting.
>>
>>108832261
>Anima actually bridges the gap into something that actually looks like it was drawn
are you saying that your pic doesn't look like slop? because if you are, then holy shit
>>
>>108832275
My pic is a heavily inpainted illustrious gen
>>
>>108832211
>>108832251
Just admit you don't know what you're talking about anon https://desuarchive.org/g/thread/105251228/#q105252755
>>
>>108832260
>with Anima you have to rely less on a good seed, but the final results still don't look as polished
... no? you cant upscale SDXL to the point where it gets small details as well as anima lol
>>
>>108832290
>bro, anima is like, so much better than illustrious
>h-here's a post from May 2025
fucking retard, still no side by side either
>>
>>108832310
>continues to prove he doesn't know what he's talking about
16ch VAEs are not new anon... Also there is quite literally a sliding side by side comparison attached to the post. Are you just trolling?
>>
>>108832316
I'm not trolling, you just don't know how to read.
>>
>>108832328
Why are you so upset? It was asked to provide proof that 16ch VAEs are better than 4ch. I posted the proof and you're just resorted to being upset or something. I don't know why?
>>
>>108832338
>I don't know why?
Because you can't read, like I said.
>It was asked to provide proof that 16ch VAEs are better than 4ch.
No one asked for that, retard.
>>
>>108832307
standalone you can't, but there are some nodes you can use to do it, like Kohya DeepShrink
>>
>>108832347
>No one asked for that, retard
Yes they did. Here:
>>108832204
>I'm not even talking about styles but the VAE.
>>108832211
>post a single side by side prompt to back up your claim.

I still don't understand why you're getting so upset.
>>
File: 1749338675431924.png (54 KB, 901x388)
54 KB PNG
>>108828609
she's right thoughever... and since we're local CHADS, pizzamommy accepts us
>>
if anima is truly worth it, it will flourish without all the shilling. if it isn't, illustrious will remain as god king of 1girl, standing

netadogshit was hailed as the next coming of christ and look at it now
>>
>>108832350
>Kohya DeepShrink
that doesnt magically give a model a higher channel vae thoever
>>
>>108832360
as long as reliable safeguards are in place.

no one should feel sad when they use AI.
>>
Having an issue with LTX i2v tests, its my first time really trying it. Iv got the motion down, its looking better, but one thing that keeps happening is that almost as soon as the video starts, the whole thing becomes more muted. The original image is kinda high contrast, is it because its an anime/cartoony look and LTX is too trained on real shit?
>>
>>108832364
The shill honeymoon phase was four months ago. You've just been gone for awhile.
>>
>>108832384
could be many factors, many factors that we dont know since you didnt provide the workflow or image, idiot
>>
File: Anima_00195_.png (456 KB, 832x1296)
456 KB PNG
>>
>>108831957
>>Microsoft Lens: 3.8B parameter text-to-image model. Available in RL-tuned and fast 4-step Lens-Turbo
>404 not found
>>
I am downloading Qwen 2512 not edit for the first time for the luls
What is the best distill lora? Anyone here that spent a lot of time with Qwen?
>>
>>108832431
They pulled it after uploading.
>>
File: ComfyUI_00191_.png (2 MB, 1024x1536)
2 MB PNG
>>
>>108832350
You should check out some papers on variational auto encoders. It would help you understand why deepshrink doesn't work like how you think it does.
>>
>>108832421
desu~
>>
>>108831957
>>108831966
>>108831980
thanks!
>>
why do you guys act like women? who cares if someone moved on to anima or didn't, every single one of you is genning the same shit no matter the model or architecture. it's a 1girl, standing world.
>>
File: Anima_00199_.png (455 KB, 832x1296)
455 KB PNG
>>
File: 1771557750604085.jpg (16 KB, 250x250)
16 KB JPG
>>108832421
>>
File: TrueKleinV2_00240_.png (3.16 MB, 1296x1200)
3.16 MB PNG
>>
>>108832519
Model and prompt?
>>
>anon shows his retardation
>gets called out
>"why are you acting like women?"
>>
t.1girl
>>
>>108832524
I am losing my fucking mind looking at this image.
>>
File: 00030-978425361.png (2.25 MB, 1520x960)
2.25 MB PNG
>>
>>108832360
What a benign lukewarm take I'm pissed off that I read the whole thing.
>>
^
>can't read the size of a twitter post without imploding

Modern human brains gotta be studied
>>
File: 1778712391254403.jpg (2.73 MB, 7272x3545)
2.73 MB JPG
If your AI generated image can't do this it's not art
>>
File: debo_cs_anima1_00028_.png (1.89 MB, 1408x1126)
1.89 MB PNG
>>108832431
yea I know its dead now. since it was linked in a few other places, I left it expecting it to pop back up soon
>>
File: debo_cs_anima1_00030_.png (1.94 MB, 1408x1126)
1.94 MB PNG
>>108832493
happy to contribute :)
>>
>>108832543
Low IQ havers commonly resort to ad hominem when they lose an argument yes
>>
how is posting multiple dozens of dead or irrelevant links contributing?
>>
>>108832639
I loved seeing that whole thing unfold and people deleting their replies out of shame
>>
>>108832686
validation seeking by under the guise of 'helping the community'
tranny mindset
>>
>>108832686
it seems to have worked as a conversation starter
>>
Should I just delete my reforge folder and move everything to the comfy directory
>>
>>108832749
I don't care.
>>
>>108832749
do you have to ask before you wipe your ass too?
>>
>>108832749
Yes.
I just symlink lora folder to that of comfy from my old auto1111 directory that I don't use anymore, but you can do that too.
>>
>>1088327
rm -f *
>>
File: 00030-978425361.png (2.07 MB, 1520x960)
2.07 MB PNG
>>
Reminder that your gens deserve to be inpainted
>>
File: ComfyUI_83985_.jpg (147 KB, 1024x1024)
147 KB JPG
this model is too good. No inpainting required, zero shot crazy prompts and it just works. Wtf
>>
>>108832878
license and registration please
>>
>>108832863
Gross SaaS slop
>>
>>108832878
No disrespect but the melty mess everywhere makes me sad.
>>
File: ComfyUI_13097_.jpg (133 KB, 1024x1024)
133 KB JPG
>>
>>108832943
boxybox?
>>
File: ComfyUI_temp_gbsxr_00002_.png (3.06 MB, 1152x2016)
3.06 MB PNG
>>
>>108832863
/ldg/ It’s a fast thread with multiple threads per day, also /g/ board, It’s not art related, and it’s not an art related general either. The closest general to what you’re proposing is /adt/, whose threads last about a week and mostly consist of image dumps.
>>
Anima GODS...
>>
File: 00097-3827436067.png (1.59 MB, 1520x960)
1.59 MB PNG
>>
>>108832970
/ldg/ is dead save for anima spammers. local is just that stagnant atm
>>
>>108832947
>>108832943
masterpiece, best quality, score_7. Very young souryuu asuka langley is holding an AK-47 rifle in hands, firing position, ready to fire, perspective, dutch angle, @z3zz
>>
File: 1747454461674386.jpg (116 KB, 405x535)
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>>108832986
AI in general is on a complete downward spiral of grift and low quality corporate censorship

>tfw we will never get 2025 AI again
Feels bad
>>
>>108833005
I see. That's how you get a melty ak. Thanks for the tip!
>>
>>108833011
even anima is some elaborate corpo grift. shame so many suck russ and comfy cock to do anything about it
>>
>>108833011
This is the best year for local so far. LocalGODs are so fucking back, while corpos taking crazy losses and increasing prices.
>>
>>108833005
thanks anon
>>108833016
little prick
>>
>>108832986
>>108833023
keep seething lilbro lol
>>
>>108833046
get your eyes checked you lazy faggot. you can't even prompt a 1girl holding a gun. like holy shit how bad do you have to be to not be able to do that?
>>
>>108832445
Anyone?
I guess I will test Wuli-Art vs lightx2v myself.
>>
File: ComfyUI_temp_gbsxr_00005_.png (2.58 MB, 1152x2016)
2.58 MB PNG
>>
>>108832907
>SaaS
lol lmao even

>>108832970
I remember before ldg split off from sdg there used to be both here. Not sure why
>>
>>108832965
nice
>>
File: 00094-3006389156.png (1.27 MB, 896x1152)
1.27 MB PNG
>>
File: Anima_00098_.png (871 KB, 1152x1152)
871 KB PNG
>>
File: Qwen-Image-2512_00011_.png (1.32 MB, 896x1152)
1.32 MB PNG
>>
>>108832449
>>108832643
Was it any good?
>>
File: ZIT-AIO-v2-photo_00022_.png (1.04 MB, 768x1024)
1.04 MB PNG
>>108833259
a man of taste

How to train a style lora? Should all the images have the same trigger word caption and how many do I need for zit?
>>
Just saw a girl IRL who not only looked like Jenny but also had red hair and was very petite. I thought I was looking at a gen.
>>
>>108833302
So you're not sure if Jen was a gen?
>>
File: debo_cs_anima1_00032_.png (2.19 MB, 1408x1126)
2.19 MB PNG
>>108833295
no clue. what made it interesting is was it came from microsoft. could be big, could be an embarrassment. interesting either way
>>
>>108833295
I didn't try it while it was available.
I am almost inclined worry it was too good for "certain stuff" that they nuked it to lobotomize it further, but I don't expect too much from a 4B model either way.
>>108833299
>How to train a style lora?
Gather different images including different characters performing different actions in the same exact style you want the model to repeat. The more content diversity, the better. Aim for 100 images at least for best result.
>Should all the images have the same trigger word
Yes.
>for zit?
My previous ZIT lora training attempts were failures so I can't help with that. All I can say is that distilled models like ZIT are harder to train properly.
Except some seeds to have fucked up anatomy even if you end up training good.
>>
>>108833110
Lamiabox?
>>
File: ComfyUI_00314_.png (3.6 MB, 1344x1728)
3.6 MB PNG
>>
experimented with my first loras for anima-1
took like 90min for 2400 steps on a rented L40S
wonder if i can make it work on zluda
1500 steps for clothing stuff can already work
>>
File: Anima_00576_.png (1020 KB, 1024x1024)
1020 KB PNG
>>
>>108832878
Actually it's not that good and it's still chaotic. You're using the 2 most trained characters in anime history. Any character with under 10k images on danbooru will have memory issues. You'll need to tag every clothing piece separately and fight to keep the model on prompt while maintaining character consistency.
>>
>>108833430
wow you're right. I guess I'll just kill myself instead of prompting anime girls in fun situations. Good call.
>>
>>108833299
treat a style lora like a character lora where the style is the character and you should be fine.
if the style is vibrant watercolor painting with drippy messy strokes, you tag the image without mentioning anything to do with watercolor, drips, messy strokes, painting, etc.
>a messy watercolor painting of a woman sitting on a bench wearing a sundress, the watercolors are bleeding together and there dripping down the painting
would be
>w4tersl0p, a woman sitting on a bench wearing a sundress.
>>
>>108833439
Making the assumption that X model is good because you used ultra mega famous characters like those from Evangelion or Miku doesn't seem like an objective assumption to me.
>>
>>108833465
the model can't be reasonably trained on every minor character for every minor detail. that's for shitmixes or loras
>>
File: ComfyUI_00079_.png (3.01 MB, 1344x1728)
3.01 MB PNG
>>108833465
i wasn't that anon, but since you are so insistent, here is mai waifu with around 100 tags in a very non canon outfit that I prompted while drunk
>>
File: debo_cs_anima1_00035_.png (2.13 MB, 1408x1126)
2.13 MB PNG
>>
>>108833465
Anon we are on /ldg/, what can we expect from the misleading general that one year ago was shilling Chroma to death.
>>
>>108833427
pretty nice. box please?
>>
Yeah so I'm on day 19 of nofap.

Overall report. Women continued as usual trying to avoid even being near me. And, it's clear they weren't happy with me even looking at me, no change except I didn't really care.

The main reason I don't really care is, in the case of one of them, she's only a 1/10, maybe we'll go with 2/10 since she's not fat. Another one, she was definitely a 9/10, except too lacking in boobs so downgraded imo to 5/10. I don't think you can be flat chested and rank over 5/10, and I don't think you can have an ugly face and get over 2/10. You can be pudgy and get all the way up to 4/10, I think, but 5/10 no fatties, and 5/10 also you have to have the boobies. Obviously no butterfaces are allowed into the allowed halls of 6/10+. And, I don't like ugly feet or hands, but some people really don't care, and I respect that. You can be up to a 6/10 and have retarded looking fingers or toes, but that's as high as I'm allowing. The rules for 9/10 are basically you have to be totally perfect and your personality can't be a ratchet's personality. No "wrecking ball" tattoo bitches. 8/10 is the tattoo line. You get up to 10/10 and you have to have something special beyond all that, but also all that. Honestly, our generation doesn't have a Marilyn Monroe.
>>
Why is anima shit at artist mixing? Surely it's just the same as mixing any other kinds of tags?
>>
>>108833430
>You'll need to tag every clothing piece separately and fight to keep the model on prompt while maintaining character consistency.
First time using a base model?
>>108833509
It's just different than retarded clip.
>>
>>108833480
Okay,
"1girl, from front, looking at viewer, kneeling, doing nothing, not original costume"
SDXL type of stress testing.
Thanks for your time and for misleading. I hope you enjoy your paycheck, shill.
>>
>>108833509
>artist mixing
Because nobody even knows what that would mean, even ai doesn't know.

I want vermeer + mondrian + banksy plox
>>
Listening to the opinions of jeetmix users is like listening to a homeless man's advice for how to get rich.
>>
>>108833495
did the blog factory explode
>>
buggirl
>>
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1.99 MB PNG
>>108833543
>>
>>108833539
(spongebob meme) One nofap l8r
>>
File: file.png (3.44 MB, 1536x2560)
3.44 MB PNG
>>108833543
>>
File: 889568007666345.png (2.62 MB, 1152x1472)
2.62 MB PNG
>>
>>108833516
Because it's qwen or whatever instead and I was just assuming something unique to the text stuff from SDXL was actually a more general thing? If it's not clip, why is it load clip, clip text encode, etc in comfyui...

>>108833524
Sure you could say that if other models weren't better at artist mixing. And even if that weren't the case, surely you can use your imagination to combine some aspects of two different art styles. Like if you had one artist do lineart and another colour that lineart in their own way. And anyway it's ai it doesn't need to have a coherent meaniing to just math together two vectors.
>>
File: 401352437635301.png (1.69 MB, 1728x1024)
1.69 MB PNG
>>
>>108833586
I think the answer is to use deeper tags that aren't artist tags, but sub-style tags. But that requires a bunch of well-trained taggers.
>>
File: debo_cs_anima1_00040_.png (2.53 MB, 1408x1126)
2.53 MB PNG
>>108833495
>i don't care
>here's an effortpost about how little i care
why not just go to therapy?
>>
File: ComfyUI_00104_.png (2.03 MB, 1024x1536)
2.03 MB PNG
>>108833586
I used to artist mix a lot, at very low values like :0.4 or whatever. I remember I saw a catbox one day and this guy had a weird mash up of several different artist with diff styles so I played around with that an stuck with it. It might have been placebo how much it was really doing though.
>>
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>>
>>108833651
Tbh he could have said "please"
>>
>>108833651
Whoops!
>>
>>
>>
>>
>>
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>>
>>
File: ComfyUI_02367_.jpg (1.07 MB, 2048x864)
1.07 MB JPG
>>
File: 148019703769181.png (2.1 MB, 1472x1152)
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I genned it for the girls, but the car is really cool looking
>>
>>
how did that #ArtistsAgainstAnima thing go? hmm?
>>
>>
>>108833626
Therapy can't get you a gf, dumbass.
>>
File: 00157-83403891.png (1.94 MB, 1520x960)
1.94 MB PNG
>>
>>108833710
Never heard of it.
>>
>>108833760
>00157-83403891.png
This gave me brain damage, thanks
>>
>>108831990
Debo does them. He thinks he's being helpful. I have never read one once in my entire life
>>
Are we still using stable diffusion xl (illustrious) for anime images? SDXL came out almost 3 years ago. That's an eternity in ai years given how fast the space is moving.

Is there nothing newer/better?
>>
>>108833825
copyright concerns make modern models impotent.
>>
>tfw hands still problematic in 2026

>>108832364
NetaLumina was good. Anima is also good.
>>
>>108833825
we still use pony v6
>>
is there a way to speed up z image base? zit knows too little and zbase is too slow
>>
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789 KB PNG
>>
>>108833465
Choose any other anime model and do the same 1024x1024 t2i only. You will be unsuccessful.
>>
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1.39 MB PNG
>>
>>108833865
is this bait or did you forget to specify local model
>>
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1.59 MB PNG
>>
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1.65 MB PNG
>>
>>108832506
/ldg/ was built on 1girl, standing.
>>
File: 617895212525695.png (1.03 MB, 1088x1600)
1.03 MB PNG
>>
>>108833875
Look at the thread title.
>>
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722 KB PNG
>>
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1.24 MB PNG
>>
>>108833945
she is so proud
>>
>>108832965
catbox or prompt? Which checkpoint is this?
>>
File: 981372720330365.png (1.43 MB, 1088x1600)
1.43 MB PNG
>>108834038
As well she should be
>>
File: Lum no love.mp4 (1.49 MB, 544x704)
1.49 MB
1.49 MB MP4
>>
I want everyone's opinion.

I'll have nofapped for 20 days as of midnight. Well, it will be my 20th day of nofap, an incomplete day.

On Sunday, it will be my 21st day of nofap, and as you know 3*7=21. So, can I count that as my 3rd week of nofap, for spiritually deserving a hb 10/10 gf asap, or did I accidentally and rather foolishly nofap 6 days early for the equivalent effect, spiritually speaking?
>>
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>>
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1.69 MB JPG
>>
File: ryouko_bed.jpg (1.15 MB, 2560x1536)
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>>
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anima needs some tweaking and loras but right now for me it's nova anime v19, or base noobai. (this is nova anime for example.)

but I will still play with both, another nice thing about anima is it can do text, sdxl sucks at text (can add/edit with klein edit but still).
>>
>>108834041
nta but i would assume realistic anima into flux or qwen with an anime to real lora, and a selfie photo lora for that lived in look.
that has been the only consistent way i've found to maintain the details of a plugsuit.
>>
File: Madoka.jpg (3.37 MB, 3584x4608)
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>>108834141
thanks nta anon
>>
>>108834086
why would any girl want a nofapper?
>>
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2.39 MB PNG
>>108834130
>>
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2.43 MB PNG
>>
File: ComfyUI_24906.jpg (1.63 MB, 1500x2000)
1.63 MB JPG
>>108834086
>I want everyone's opinion
Have you mom rent a wood chipper, turn it on and climb in feet first.
>>
File: ComfyUI_00156_.jpg (1.91 MB, 3584x4608)
1.91 MB JPG
>>
>>108834160
slut
>>
File: ComfyUI_00157_.jpg (1.76 MB, 3584x4608)
1.76 MB JPG
>>
>>108834150
want?

>>108834162
Joke's on you, wood chippers are expensive.
>>
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871 KB PNG
>>108833456
>>108833346
tyty

>>108833853
very nice
>>
>>108834086
We're obviously slipping in 1girl quality if some 3-week nofapper feels safe coming in here to post...
>>
>>108834192
>thumb
>>
File: ComfyUI_00031_.jpg (2.65 MB, 3584x4608)
2.65 MB JPG
>>
>>108834211
grayscale, honestly. Also, I'm genning muzak.

https://files.catbox.moe/ycyclz.mp3
This is basically not output I'll probably use. But I really like the chorus, so idk. lol has a nice like 2010's indie feel.
>>
File: 1772610406202960.png (1.63 MB, 2304x1280)
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>>
>>
*nofaps into a brand new day*
>>
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>>
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>>108834332
>kisses you
>>
>>
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https://youtu.be/CttM9jZ711M
>>
so what's the correct way to do this? do i mass produce low inference steps images until i find one that is close to what i want, and then use that seed while turning up the inference steps and wrangling the prompt?
>>
>>108834390
Thats what I do.
Too lazy for inpainting.
>>
Is someone so nice and can tell me if there are other places other than civitai these days? Or does it still hold the monopol on people releasing models on there? Also does the new anima model need stuff like loras etc. or can it do nsfw out of the box?
>>
>>108834398
>Also does the new anima model need stuff like loras etc. or can it do nsfw out of the box?
It can do NSFW just fine. And knows lots of characters and artists. It can do it, unless it is something obscure.

It might have issues with more extreme stuff. I was unable to make it do a yamanba gyaru.
>>
>>108834397
i'd inpaint if my webui wasn't so glitchy. each stroke of the brush makes firefox use up another gigabyte of vram
>>
>>108834390
there is no single correct way which is the beauty of it
>>
we need an anima swastika lora
>>
>>108834402
Is it censored against extreme stuff or does it simply not understand it well?
>>
>>108834413
lol
why is the swastika censored?
>>
>>108834426
the latter
>>
>>108834429
you've been a baaad boy.
>>
Catjak is one of the best artists around here.
>>
there are artists here?
>>
File: ComfyUI_00165_.jpg (1.24 MB, 3584x4608)
1.24 MB JPG
>>
>>108834149
Interlaced fingers, the final boss... Otherwise, hawt.
>>
anybody here using spectrum with prompt alternating? is it possible to make it not skip "a" part of [a|b]
>>
I wouldn't be surprised if there are a dozen hb/10's at the front door at 7:00 AM, after they heard from God about my nofap record.
>>
>>108834398
Huggingface
>>
>>108834477
They are there to measure your missing foreskin.
>>
>>108834477
honest question, have you tried talking to women?
>>
>>108834488
does it look like it?
>>
>>108834498
>>108834457
Yeah, you are a virgin.
>>
>>108834488
Nobody likes to talk to women. As the Septuagint says, better to live in the desert than to live with a talkative woman.
>>
File: ComfyUI_00167_.jpg (2.11 MB, 3584x4608)
2.11 MB JPG
>>
>>108834514
Ran came back. Her artistry is unrivalled.
>>
>>108832524
wtf
>>
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>>
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>>108834514
nice prompt
>>
File: ComfyUI_24977.jpg (1.88 MB, 1500x2000)
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>>108834457
The only "art" in these threads is the female form.
>>
>>108834542
>fd
based
>>
>>108834548
Great work. You shouldn't forfeit the furry aesthetic though.
>>
>>108834514
put her in a mosque, with them bowing to her, and with arab-style text saying "Allatu Akbar"

اللّاتُ أكبرُ

^ that, with the English too imo

no, I don't know arab lol. llm to the rescue.
>>
File: 1760378097926271.png (2.25 MB, 2048x1472)
2.25 MB PNG
>>
>>108834561
What furry aesthetic
>>
>>108834595
btw Allat = female goddess, the goddess consort of allah, in pre-islamic arab religion.

the -u part is the nominative.

per the llm anyway.
>>
I bet allah takes it up the ass from allat.
>>
>>108834431
What is the best way to use anima? Comfy, or a different front end?
>>
how many pictures of a real person is needed for a character lora for z base?
>>
>>108834606
more info about Allat (gemini free):

Multiple Necklaces: Statues and stone reliefs from the region show goddesses wearing three tiers of necklaces simultaneously: a tight choker made of pearls or glass beads, followed by longer chain necklaces holding large, protective crescent amulets (lunulae).Crotalia Earrings: Her anthropomorphic depictions feature distinct crotalia earrings—dangling gold bar earrings with hanging pear-shaped pearls or beads designed to make a jingling sound when the wearer moved.2. The Hatra Bas-ReliefsIn the ancient fortress city of Hatra (modern-day Iraq), a famous 2nd-century BC stone relief shows Allāt flanked by her sister-goddesses.In this depiction, despite holding her warrior spear and shield, she is heavily accessorized with large ceremonial bracelets and heavy, decorative anklets, matching the royal attire worn by the high-born Arab queens and princesses of the Hatran kingdom.3. The Gold "Deity Plaque" AmuletsArchaeologists have also found tiny gold votive plaques (such as those excavated at Tell al-Ajjul and other ancient Levantine trading hubs) that portray the goddess in etched gold. In these visual tokens, the goddess is shown explicitly adorned with high-status jewelry items like elaborate tiaras/crowns and thick torcs (twisted metal neck rings) to emphasize her sovereign status over the earth and fertility.
>>
>>108834633
The main thing is remember to use the @ before the artist tag, if not using a style lora.
>>
Local Diffusion?
>>
>>108834645
all growed up and genning up yours
>>
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1.88 MB PNG
>>108834645
whats your favorite news story of the day?
>>
>>108834643
Oh! that is good to know. Is there a write up about anima prompting you can recommend by chance?
>>
>>
>>108834660
Probably look at images on civitai that are anima and learn from them.
>>
>>108834635
50.
>>
>>108834660
read the model card
use the danbooru wiki
https://tagexplorer.github.io/
>>
>>108834671
Whatever you do not EVER use civitai as a learning resource. You can go to archive and get anon prompts and most of the time they are better than anything what is posted in civitai.
Ironically comfyui's dev is actually the worst possible prompter, his examples and workflows should be taken with a grain of salt.
After all these years that fur faggot hasn't even bothered to learn how to use commas even.
>>
>>108834671
>>108834675
Thanks, anons. It has been a while since I fiddled with local models and I don't want to jump in blind and waste hours of my life on nothing.
>>
>>108834675
>danbooru wiki
https://danbooru.donmai.us/media_assets/37842744
wat
>>
>>108834633
>Comfy, or a different front end?
Vibecode your own that calls to a ComfyUI backend.
>>
>>108834685
>I don't want to jump in blind and waste hours of my life on nothing.
hehehe yeah, you are uh. making a great choice. this is a wise use of time, I assure you.
>>
>>108834688
>https://danbooru.donmai.us/media_assets/37842744
>Tags: scenery, science fiction
lel
>>
>>108834693
Don't worry I have wasted my time on worse before.
>>
Negpip is essentially required for modern workflows desu
>>
>>108834700
lmao
>>
>>108834708
and what are you negpipping? (hag:-2)?
>>
>>108834708
What does that do?
>>
>>
>>108834718
Negatives you put in the positive prompt that are stronger than regular negatives.
>>
>>108834723
And you need a plugin for that? Noted.
>>
File: debo_cs_anima1_00070_.png (1.95 MB, 1408x1126)
1.95 MB PNG
>>
>>108834684
trvke
>>
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2.72 MB PNG
>>108834708
>>108834718
snake-oil
>>
>>108834739
Now that I know what that is I know it works on NAI, no idea if it works the same on local models however.
>>
>>108834708
>Negpip
which node? that's not in base is it?
>>
>>108834684
I just copy prompts, I don't use the negative prompts.
>>
>>108834753
https://github.com/pamparamm/ComfyUI-ppm
>>
>>108834672
but I can't get that many from a random stranger on the street
>>
>>108834708
>negpip
>cfg normalization
>shift scheduling
that one anon was right this is the meta
>>
File: debo_cs_anima1_00072_.png (2.12 MB, 1408x1126)
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>>108834739
great gen
>>
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2.61 MB PNG
>>
when do we get a Q4 for these porn LTX 2.3 models
>>
>>108834708
How does negpip work with natural language prompts?
>>
is AMD usable yet?
>>
which neg do you always have on? for me, its (asian:1.7)
>>
>>108834811
Not when I tried at the beginning of the year. I switched to Nvidia again.
>>
>>108834811
Yes. I'm on rdna2 and never stopped...

>>108834821
really?
>>
>>108833790
Too bad. Very helpful and SOTA.
>>
File: 1748575604264382.png (2.8 MB, 2048x1472)
2.8 MB PNG
>>108834560
>>
>>108834820
usually some variation of
(((Epicanthic Fold:1.5))).
(((monolid:1.5))).
(((asian eyes))).
hand has more than four Phalanges and a thumb. which is snake oil but it's almost always there.
>>
>>108832431
Noticed that. Wasnt jeeted enough.
>>
>>108834823
can I run two cards and get 32GB of hardcore gooning potential?
>>
Dear retard who made the opencv-denoiser extension: please keep working on it. It's really good.
>>
>>108834734
Great work as usual, Master~!
>>
>>108834858
I don't think diffusion across cards is possible yet at least locally. It would be nice. some people separate some functions idk which. clip or something?
>>
>>108834833
It's a complete waste of time to read 90% of those non-stories. If he tried harder to separate wheat from chaff maybe it would be worth glancing at. Instead it's just a long list of nothingburgers that he did not read that sound like

>FreeLunch+: Scalable Autoregressive Layered Training-Free Generalizable Object-Aware Multimodal Inference-Steering for Diffusion Transformers
>by Zhang Hongyuan, Chen Zehui, Yang Xurong, Zhang Yuanben, Peng Yutai
>>
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2.09 MB PNG
>>108834867
tyty
>>
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619 KB JPG
>>
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1.95 MB PNG
got a ghost
also someone help me with the filename_prefix setting, i want comfy to make a new folder each day for gens but the attempts i have tried dont seem to be working
>>
>>108834875
I'd rather have that when I come back once in a while (mostly checking for new models) than the zero news we get from the OP.
>>
>>108834897
folder/(name_of_subfolder-)%date:yyyy-MM-dd%/(name_of_file-)%date:yyyy-MM-dd-hh-mm-ss%
>>
>>108834897
>i want comfy to make a new folder each day for gens
that's literally the builtin example when you hover the file name widget
>>
>>108834811
If your hardware's supported, it basically werks. This table seems easiest to check:
https://rocm.docs.amd.com/en/7.13.0-preview/compatibility/compatibility-matrix.html

ComfyUI has portable AMD builds on its Github if you want to test it out:
https://github.com/Comfy-Org/ComfyUI/releases

Probably want your AMD Adrenalin driver up-to-date.
>>
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733 KB PNG
Is anima supposed to take longer to bake?
>>
>>108834514
Disagree with sexualizing the hijab this way... seems to me the correct way to sexualize muslim 'modesty' clothing is to sexualize the way the clothing hides and obscures

The only part I remember from Salman Rushdie's novel Midnight's Children which I read forever ago, is when he relates the tale of the narrator's grandfather, a doctor, frequently called in to treat a woman he had never seen, only allowed to view and treat a tiny part of her at a time through a little hole in a sheet, gradually building up a composite picture of her in his mind and falling in love with it...

Now obviously I am also somewhat cheating and falling back into the same style of "sexualizing via revealing"... maybe someone else can succeed where I have failed
>>
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1.28 MB PNG
>>108834811
Yeah. I switched to AMD recently and it works pretty well. I used to have a GTX1080. My RX7700 gens images much faster. Of course, it has more vram but I honestly didn't know what to expect when I went for an AMD card cause I prioritized my overall linux experience.
>>
>>108834947
yeah
>>
Does anyone have an ltx 2.3 workflow that lets you load custom audio for an existing video?
>>
>>108834947
nah
>>
>>108834944
>This table seems easiest to check
Or actually, this might be better since it also provides manual install instructions for your chosen combo:
https://rocm.docs.amd.com/en/7.13.0-preview/install/rocm.html

Portable ComfyUI is quicker/easier to try out than a manual install though.
>>
>>108834947
To gen? Like 3x longer than SDXL, yeah.
>>
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1.56 MB JPG
>>108834947
takes me less than a minute at 30 steps
>>108834965
>>
>>108834947
faster than klein, a lot slower than like noobai
>>
Fresh

>>108835005
>>108835005
>>108835005
>>108835005

Fresh
>>
>>108834965
>Disagree with sexualizing the hijab
upvote me reddit!
>>
File: ComfyUI_00500_.png (1.29 MB, 1024x1536)
1.29 MB PNG
>>108834980
>>108834995
>>108835003
>>108835006
I see. Thank you.
It seems to generate better native 1536 images.
Once I take the time to learn how to set up adetailer in comfy it'll be enough for me.
>>



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