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Discussion and Development of Local Image, Video, and Audio Models

Previous: >>110260751 & >>110254953
https://rentry.org/ldg-lazy-getting-started-guide

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage
Wan2GP: https://github.com/deepbeepmeep/Wan2GP
Neural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel

>Checkpoints, LoRAs, & Upscalers
https://huggingface.co/models
https://huggingbay.xyz
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

>MOSS
https://github.com/OpenMOSS/MOSS-Image

>F3K
https://huggingface.co/black-forest-labs/flux-3-image-klein

>Qwen Image 2.1
https://huggingface.co/Qwen/Qwen-Image-2.1

>MiniMax H3
https://huggingface.co/Comfy-Org/MiniMax-H3
https://neta.art/use-cases/en/h3-1000-prompt-list

>Anima
https://huggingface.co/circlestone-labs/Anima
https://animastyles.thetacursed.com
https://tagexplorer.github.io/
https://animadex.net

>Krea 2
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo
https://lumenastrum.github.io/clio-style-preview/gallery/

>Misc
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/neo_collage

>Neighbors
>>>/aco/csdg
>>>/b/degen
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg
>>>/hr/pdg

>Local Text
>>>/g/lmg

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
Blessed thread of frenship
>>
>>110267135
Thank you OP
>>
Thanks OP
>>
>>110267135
TANKS 4 BAKE
>>
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>7k steps
hm....
>>
File: ComfyUI_temp_gkdlv_00028_.png (2.28 MB, 1165x1747)
2.28 MB PNG
My Honest Reaction
>>
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592 KB JPG
>>
>>
cozy breas
>>
>>110267244
Looks neat, like indie game art. What model, and what style prompt?
>>
>>110267194
>>110267237
https://www.youtube.com/watch?v=v79_ehE6NQY
Vibes
>>
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>>110267135
gen in OP was using a lora baked til step 1973. picrel is the same seed with the lora at 7210 steps.
>>110267257
based and ty, listening now
>>
>>110267256
Model
https://huggingface.co/dominic1021/noobai_illu/blob/main/veridium_v20Noobai11.safetensors

Plus I used age slider, shadman style and wojak girls loras (you can find them all on civitai).

Prompt is random mess made by Qwen 9B

score_9, score_8_up, score_7_up, masterpiece, best quality, 8k, 4k, <lora:Age Slider (Illustrious):-2>, <lora:Shadman Style (Illustrious):1>, <lora:Wojak Girls (Illustrious):1>, cinematic film still of a Soviet Siberian subject in late 1930s attire, frozen in time, shallow depth of field, sharp focus on face, warm moody amber lighting, heavy vignette, volumetric fog, ultra-realistic skin texture, 70mm anamorphic lens, bokeh background, grainy setting, epic composition, glossy skin, woolen texture, leather accents, wind-swept hair, volumetric dust particles, sweeping landscape backdrop, intricate fur collar, vintage film stock aesthetic
>>
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>>
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460 KB JPG
>>
>>110267047
Illustrious
>>
>>110267321
What's your dataset?
>>
>>110267298
lmao those faces
>>
>>110267336
looks like the monkey jesus
>>
File: janny cleanup.mp4 (3.88 MB, 1184x896)
3.88 MB
3.88 MB MP4
Based Janny
>>
>mfw Resource news

11/07/2026

>P-H3-Image pDMD 2-Step LoRA
https://huggingface.co/akhaliq/p-h3-image-pdmd-2step

>HyperFlow H3 Flash (14B)
https://huggingface.co/VideoRebirthAI/hyperflow-h3-flash

>gputaskman: An htop for what's inside your GPU
https://github.com/shanselman/gputaskman

11/06/2026

>HyperFlow H3 Flash
https://github.com/Video-Rebirth/hyperflow-h3-flash

>Pai v1.0.0: painting app with AI generation
https://github.com/g45t345rt/paiapp

>RelayVSR: Large-Small Model Collaboration for Efficient Real-World Video Super-Resolution
https://github.com/kopperx/RelayVSR
https://huggingface.co/Comfy-Org/RelayVSR

>MIKU: Material Invariance and Knowledge Unification for PBR Generation
https://github.com/DreamTechAI/MIKU

>TailSteer: Trajectory-Tail Steering for Drift-Resistant Multi-turn Image Editing
https://lyricccco.github.io/tailsteer

>LongBanana: An Expert-Verified Benchmark for Long-Context Multi-Reference Image Synthesis
https://long-banana.com

>SD-LoRA: Training-Time Structural Distillation into LoRA for Few-Shot Vision-Language Adaptation
https://github.com/MR-Sherif/SD-LoRA.git

>Guidance Is a Field, Not a Scalar: Interval-Integrated Classifier-Free Guidance for One-Step Video Generation
https://github.com/YMlinfeng/AGAVE

>IDPrior: Decoupling Identity Generation from Facial Image Synthesis
https://github.com/fdbtrs/IDperturb

>EDGAR: Efficient Diffusion-Driven Gaussian Avatar Refinement via Synthetic Failure
https://kwanyun.github.io/edgar

>VA-TDM: A Unified View for Improving Few-Step Diffusion Models by Velocity Adversarial Distillation
https://luo-yihong.github.io/VA-TDM

>Context-Aware Autoregressive Image Generation for Emerging Reasoning Properties
https://github.com/Hpesojyjx/Saccades-AR

>Batch-Conditioned Semantic Anchors for Robust Transductive Adaptation of Vision--Language Models
https://github.com/MR-Sherif/JPTA.git

>ConvPE: Convolutional Position Embedding Improves Transformers
https://github.com/wzhagi/convpe
>>
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>>
>mfw Research news

11/07/2026

>FlowRig: Unified Skeleton Generation for 3D and 4D Meshes via Flow Matching
https://tamu-visual-ai.github.io/FlowRig

>Computer Vision Applications for Art History: Reflections and paradigms for future research
https://arxiv.org/abs/2611.02649

>TaoMate-FVSR:Audio-Guided Facial Video Restoration
https://arxiv.org/abs/2611.03393

>Is This 3D Asset Usable? Beyond the Beauty Render for Asset Curation
https://rbz-99.github.io/is-this-3d-asset-usable

>UniCross3D: Unified Cross-View and Cross-Domain Diffusion for Consistent Single-Image 3D Generation
https://arxiv.org/abs/2611.02631

>OmniOPD: Stable On-Policy Distillation for Joint Audio-Video Generation
https://arxiv.org/abs/2611.02803

>What Remains in Sight? Autoregressive Video Decoding as Representation-Guided Context Rewriting
https://arxiv.org/abs/2611.04164

>FlowTranslator: Training-Free In-Image Machine Translation with Flow-Based Editing
https://arxiv.org/abs/2611.04303

>EmoReward: Self-Evolving Reward Calibration for Emotional Video Generation RL
https://arxiv.org/abs/2611.06518

>Unlocking the Potential of Contrastive Regularization for Diffusion Transformer Training
https://arxiv.org/abs/2611.02921

>FFMT: Frequency-Factorized Multi-Rate Tokenization for Music-to-Dance Generation
https://arxiv.org/abs/2611.07384

>Generator-Aligned Reward Modeling with Target-Aware Bounded Optimization for Visual Generation
https://arxiv.org/abs/2611.07648

>PTQ4SAM3: Semantics-Preserving Post-Training Quantization for Segment Anything Model 3
https://arxiv.org/abs/2611.06143

>Unaligned Image Guided Denoising via Cross-modal Conditional Flow Matching
https://arxiv.org/abs/2611.06422

>TRACEMARK: Editor-Aware Watermarking for User Attribution in Text-Guided Image Editing
https://arxiv.org/abs/2611.07632

>BISECT: Bilevel Spectral Decomposition for Low-Rank Continual Learning
https://arxiv.org/abs/2611.03574

>Scaling Laws for Multimodal Data Mixtures
https://arxiv.org/abs/2610.14423
>>
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>>110267334
103 imgs scraped from a social media account and captioned with gemma4:e4b if you can believe it
>>
>>110267298
Hope I don't have a long day.
>>
>>110267366
and lazily scaled to 1024px with only AR buckets
>>
>>110267353
lmao turned them around
>>
>>110267350
>>gputaskman: An htop for what's inside your GPU
>https://github.com/shanselman/gputaskman
thanks, gonna try out this one, looks useful
>>
>>110267366
Have you thought about using anima?
>>
>>110267366
Great results.
>>
>>110267380
You do realize this is a basic tool that can be found with any gpu driver right?
>>
>>110267380
I don't understand how that link is relevant to ldg it seems like something more for pcbg or sqt
>>
i've never done image generation, and i don't want to lurk. i want someone to spoonfeed me (please ^_^)
i have:
- 5090
- 256GB DDR5 RAM
- 2x 128GB GX10s (spark equivalents)
- 1x 512GB m5 ultra (coming later this year)
i have been using these extensively for local LLMs, and it works reeeaaalllyyy well. i was thinking it might be fun to imagegenmaxx for a bit. what's my best bet? if you point me to a guide i will read (skim) it, but there's no shot i dig through all of the links in the OP
yes i see the lazy starting guide, but i don't want to read it since i assume it's aimed at people with less hardware than me
>>
>>110267402
>i want someone to spoonfeed me (please ^_^)
no
>>
>>110267350
>>110267357
Fuck off and go be lonely in your "stable diffusion only" shithole
>>
>>110267402
What is your specific question? Which models are the current meta? (listed in OP). Or how to install an inference engine? (the lazy guide).
>aimed at people with less hardware than me
Installation is vram agnostic desu.
>>
Should I even bother with MiniMax H3 if I have a 3080 and 32GB?
>>
>>110267350
>>110267357
Thank you bro
>>
>>110267350
>>110267357
thanks
you're a true asset to /ldg/
>>
>>110267411
mean...
>>110267427
>Installation is vram agnostic desu.
oh, is it really? i guess it's not that surprising, but i didn't expect it
as for my question, i guess some sort of idiot-proof bulleted list of what to do
> install X engine
> install Y harness
> download Z model
> view some blog or search the archives for some string and run these exact commands
>iterate until you're happy with the image results
that sort of thing
>>
>>110267350
>>110267357
Thanks debo!
>>
>>110267465
are you trans?
>>
File: anima_aestheticV11_00735_.png (1.43 MB, 1232x1584)
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>>110263859
ongezellig lora i made but you can download them on civit
>>
>>110267486
what do you think?
>>
>>110267350
>>110267357
thanks
you're the most valuable contributor to these threads
>>
>>110267465
>git clone https://github.com/Comfy-Org/
>install deps to venv
>follow steps here for the int8 version or bf16 https://huggingface.co/Comfy-Org/MOSS-Image
>launch Comfy
>generate POV amateur porn
Simpleas.
>>
>>110267350
when will you make an RSS channel? i'm tired of scraping archives for ">mfw * news"
>>
I really don't get the stupidiy of people asking for help here when we have Claude and even open models
>>
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>>110267389
when i get back into the mood for booru genning, ill obviously use it. i was a day0 user and trained a handful of loras
>>110267392
even with my unoptimal setup, i agree
>>
>>110267350
>>110267357
Thank you so much for the news!
>>
>>110267513
ty anon i will attempt it
>>110267521
i tend to use claude to optimize my setup once i settle on a setup that i like. i do not trust that retard to select something that's actually good. i trust /g/ anons far more than it
>>
File: anima_aestheticV11_00737_.png (1.19 MB, 1232x1584)
1.19 MB PNG
>dutch flag bikini
pleasantly surprised
>>
>>
File: debo_cgc_km_00015_.png (3 MB, 1792x1076)
3 MB PNG
>>110267520
sorry, I've been distracted but a few different projects for a bit. I'll get back to it eventually
>>
>>110267350
>>110267357
Very based i wait daily for the news
>>
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>>110267402
do not bother with comfy ui first. Forge neo and wan2gp are the way to go for beginners. wan2gp desktop is even more noob proof for the absolute beginners who don't want to deal headache manually installation. A 5090 is a overkill for most of the image generation models you should be able to get clean 3m-5mp res image in 1.5mintues on fp8.
https://github.com/GKartist75/Wan2GP-Desktop-Tauri
https://github.com/Haoming02/sd-webui-forge-classic/tree/neo?tab=readme-ov-file#stable-diffusion-webui-forge---neo
>>
>>110267357
>>BISECT: Bilevel Spectral Decomposition for Low-Rank Continual Learning
>https://arxiv.org/abs/2611.03574
This seems useful
>>
have the paypigs done beta testing krea3 yet?
>>
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685 KB JPG
>>
>>110267644
based
>>
>>110267632
>noob proof
>Deepseek-shūshu please be making me a comfyUI workflow for maximum gooning, praise to China Taiwan doesn't exist
>>
>>110267656
Speaking of china, have you heard about the outbreak? Dengue fever is what they are saying, but idk. they say the people are quarantined so they don't infect the mosquitoes (lol)
>>
File: 1786487613314877.jpg (534 KB, 1728x1728)
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>>
File: big.jpg (584 KB, 1707x2560)
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big lady
>>
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>>110267654
>>
>>110267689
>>110267785
trannylicious style
>>
>>110267793
I like it
Go on post one of you gens, bet you won't
>>
>>110267785
Glad you liked it!
>>
>>110267785
this but shes very sad and the bubble says "why did I listen to /mu/"
>>
File: 1791297309184775.jpg (149 KB, 1168x848)
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>>
Best local model for schizogens using abstract (not descriptive) prompts?
>>
>>110267862
moss
>>
>>110267862
throw this into "image to prompt" >>110267689
Take the prompt and go wild
EZ
Done
>>
>>110267429
i have less compute than you and i love h3
>>
>>110267879
can it lewd
>>
>>110267885
fl2v a random hentai pic and itll generate the girl cumming
>>
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>>110267817
>>
How are you guys getting prompts from images, I tried gemma 4 uncensored (which I was told was the best right now) and it was complete ass.
>>
>>110267921
skill issue,
gemma 4 12B, good system prompt = kinos
>>
>>110267940
and you'll post the system prompts I assume.
>>
>>110267948
nope!
>>
>>110267948
>asking alchemists to decode their symbols
lol no
>>
>>110267940
can i run this on a 4gb vram 16gb ram laptop
>>
What is the purpose of this thread. Shit gens, retard schizo spam, 0 useful info. What do anons take from this useless place?
>>
>>110267982
>Shit gens
set the example then
>retard schizo spam
that's everywhere newfaggot
>0 useful info
not your search engine faggot
>What do anons take from this useless place?
gtfo if you don't see the point
>>
>>110267982
It's crazy how much you cry whenever we refuse to spoonfeed you retards. Go learn to write a prompt before having the LLM write it for you.
>>
>>110267990
Failed to give 1 purpose. What do you think you are achieving by behaving like this? Does it make you feel good? Do you think your sicrit club is more fun if everyone act retarded? Are you surprise this thread has been fucking dead for months now?
>>
cozy saturday bread
>>
>>110267972
Bare minimum VRAM is 8GB and even then it's pretty cope.
>>
>>110268007
>Are you surprise this thread has been fucking dead for months now?
What did he mean by this?
>>
>>110268007
what purpose?
why does this general need a purpose?
post shit and talk shit or gtfo faggot
>>
>Can I haz proompt?
>no
>REEEEEE DELETE THE THREAD KILL IT
>>
>>110267921
Local caption meta should still be Gemma 4 or Qwen MOE if you are a VRAMlet or 31B/27B versions if you have the VRAM. You want abliterated model with low KL divergence, lots of garbage "uncensored" models on hf which uncensor them by turning the model into a retard.
I dunno the current API meta. Months ago gemini flash was given captions with correct system prompt.
>>
>>110267885
Give it a pic of a cute grill and prompt her lifting her shirt and giggling her breasts. It works.
>>
>>110267921
>thinking off
>prefill enabled
you need more?
>>
why is h3, a video maker, the best at editing images too?
>>
File: med.jpg (1.83 MB, 3344x2512)
1.83 MB JPG
>>
346 img dataset here i goooo
>>
How quickly can you train a style LoRA for Moss?
>>
yeah
>>
>>110267912
ty anon very nice
>>
>>110268053
I fed M3 cunny material and it didn't seemed to care. ymmv
>>
>>110268053
>captioning with gemma4 and qwenlet models.

please do not torture yourself with endless hallucinations and constant second guessing for accuracy of the bad results those models spit out 60% of the time. unless its pure degenerate nsfw filth just use SOTA closed source model or hosted open source very large open source model for better accuracy.
>>
>>110268338
24gb vramlet detected
>>
One day I will have a local Opus quality model generate me loli
>>
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3.92 MB MP4
>>
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>>110268364
We all will, one day.

>>110268338
Lol, I think Claude put me on a list. It refused to autistically describe the pose of the 3D models in pic related when they were anime characters because the looked "young" I had to hagmaxx them, delete the conversation and ask again.
>>
File: z_image_bf16_00003_.png (1.21 MB, 896x1152)
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i forgot how slow this model is
also still mogs all new models
>>
>>110268338
I've gotten away with doing captions with minori on gemini. It's best to start the conversation with the emphases that the character is an "adult woman". Your less likely to get content policy blocked when the model understands from the context of conversation history that its a "adult woman" its captioning nsfw images for.
>>110268349
i can use gemma4 on my system, its just the model hallucinates very hard on certain complex character designs for videogame and anime characters. Its ok for basic ass captioning of photorealistic simplistic images but for fictional characters with unique unusual outfits appearances or demi-human like features, will see very bad results especially from the qwen models.
>>
I'm starting to notice adding text moss gens makes the output look sloppy.
>>
>jannies learned that a proper /ldg/ bake includes the rentries of protecc
Based jannies
>>
>>110267689
I have trouble explaining this, but like.

ai never can do drawling. The lines are "loose" but stay pro. Layout is perfect...
>>
>>110268612
I believe pretty much all labs that teach AI the ability to diffuse long text do so with a lot of synthetic data. Makes sense if so.
>>
>>110268545
>also still mogs all new models
care to explain how z image mogs? im curious
>>
>>110268632
>ai never can do drawling.
skill issue
>>
File: kromoss_bf16_00605_.png (2.48 MB, 1344x1728)
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>>110268644
nvm it kept giving me 6 arms which was annoying me
lakshmi has 4 arms
>>
Reposting from stale bread.

What do people here use to generate audio clips?
For example if I wanted to turn an epub e-book file into an audiobook using some trained voice.
I know there are online services like ElevenReader, but I want something local and free as in beer.
Kokoro?
>>
>>110268688
vibe voice is the best local model i have tried.
>>
>>110268632
the artist the lora was trained on is just like that unless im misunderstanding you https://x.com/saito_tomokichi/media?filter=photo
>>
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>>110267921
open webui (kinda shitty, need to switch to something else) + Qwen3-VL-8B-Instruct + system prompt:
>Caption this image as if you were going to try to generate it with an image generator. Be thorough and describe everything in the image. Be decisive by stating things as they are. Do not say things like "It appears that" Or "possibly". Start out with things like "A person on the beach" or "A black dragon". No preamble. Just get to the point.
>>
File: moss-image_04044_.png (1.82 MB, 1024x1024)
1.82 MB PNG
>>
>>110268693
Is it easy to fine tune new voices? Are community made voices available already?
>>
>>110268644
Those with autism struggle to break out of their comfort zone.
>>
>>110267496
neat
>>
>>110268688
omnivoice, theres a large free dataset of audiobook readings that come with transcriptions for the oneshot cloning. forget the exact name of the site hosting it, an LLM should help you with that
>>
File: z-image-turbo_00067_.png (1.02 MB, 1024x1024)
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i'm trying
>>
How easily trainable is that MOSS image shit? I'm still locked in on Krea 2 from how behind i am on all of this, i downloaded MOSS a bit ago and maybe used it for five minutes horribly.
>>
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>>
>>110269065
What kind of loras do you want to train?
>>
>>
>>110269093
I wanna make a lora of picrel, so just characters but more accurate.
Krea 2 is limited in that it kind of stinks at keeping characters consistent due to its censorship. I hear MOSS isn't as bad.
>>
>>110269065
It learns very well, you should try it. Don't give up.
>>
MOSS just seems to refuse to listen. It's good if you want something in the ballpark, but it's too annoying fighting it to make sure it doesn't lose parts of your prompt
>>
>>110269111
I trust these trips, thank you. I'll get to setting that shit up then.

Uh does MOSS or any 'tunes do native 2MP gens? Hell 3 would be nice too.
>>
>>110269121
Naively 3MP is the highest I'll usually go. With Comfy's highres lora, anon has gone up to like 8MP.
>>
>>110269129
*natively
>>
>>110268924
it clones the voice from an input file. you need really clear input files for best performance, and its best to have different files for different emotions. you can feed it audio of a woman talking in spanish and you can generate english with a spanish accent
>>
>>110267885
i was able to make goblin foot worship with it
>>
>>110269146
It starts out good, like A,B,C
Then you add D and it's A,B,D,E (no clue why it added E)
So it's good if you keep it in A,B,C but I like to keep adding to my prompt and after a while it just forgets.
>>
>>110269129
>>110269139
Rad.
>>
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1.29 MB JPG
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>>110269168
Refined. Elegant.
>>
>>110268126
Maybe because it's a video model.
>>
>>110268395

Well, you gonna share the autistic description of the pose or what?
>>
>>110268395
>>110269218
Isn't that just Tribadism?
>>
File: MossLegoStyle.jpg (1.02 MB, 4096x4096)
1.02 MB JPG
>>
whats the purpose of this dog shit general?
no sexy girls and nothing of value
>>
>>110269233
I'd get banned for posting anything I generated
>>
>>110269229
Impressive, very nice. Clean style, looks crisp.
Now make it a female Lego Girl with huge tits plastered on that lego chest.
>>
>>110269233
many sexy girls here sir https://www.reddit.com/r/IndianArtAI/comments/1bhlmqy/indian_girl_ai/
>>
>>110269243
This cant be not real ....
>>
>>110269240
>Now make it a female Lego Girl with huge tits plastered on that lego chest.
I'm not sure that's legal(in Denmark)
>>
>>110269223

It is but getting an accurate clinical description of the exact pose will help with generation.

Even if text encoders don't shit the bed with you using the word "tribadism" or "scissoring", low chance there were enough training images for the diffusion model to accurately give you something non-mangled.
>>
>>110269250
It's really weird with the pace of innovation it's still this retarded
>>
>>110269233
Somewhere people need to learn how to make the sexy girl images.
>>
>>110269065
MOSS is unusable without bbox. Lora raining works well for anime/manga but has trouble with realism.
>>
>>110269256

Yeah but fortunately loras exist.
>>
File: file.png (2.82 MB, 1539x1919)
2.82 MB PNG
>>110269243

Tbh not as remotely as pajeet slop/gooner hell as I was expecting. This one is even kinda decent.
>>
>>110269266
Seems so hacky, you need a LORA for every single specific short coming
Like I have 2 for making the dick go deeper into the mouth because it refuses to do deepthroat
>>
>>110269277
yeah, I was going to link the sub but its pretty normal, so I linked the post kek
>>
>>110269277
This cant be not real ....
>>
File: IndianArtAI.jpg (352 KB, 1308x1440)
352 KB JPG
>>110269243
>>110269246
I love how they generate the same picture with the same colors over and over again. great stuff
>>
>>110269261
>MOSS is unusable without bbox
an issue of skill
>>
File: MossLegoDDStyle.jpg (1.08 MB, 4096x4096)
1.08 MB JPG
>>110269240
4u, anon
>>
>>110269291
>I love how they generate the same picture with the same colors over and over again. great stuff
Wow that sounds so familiar...
>>
>>110269298
>Immediately falls apart the second tits come into the picture so it raped the LEGO style
oooooohhh yikes.
BUT very nice, thanks anyway.
>>
>>110269294
*YAWN*
>>
File: Qwen_image_2.1_00002.jpg (2.86 MB, 1920x1536)
2.86 MB JPG
>>
>>110269237
upload them then
or post them in on /h/ i think
>>110269243
i am looking for alt/ goth girls saaaar
>>
>>110269260
yeah and its definately not here
zero help
zero input
zero sexy girls here
>>
>>
>>110269298
can you do non dogshit gens now?
>>
Yeah don't train on the fucking SFT. Maybe there is a quirky way to get it working by restricting it to specific layers or using esoteric LR combinations, but it works as shit as expected by default.
Against my better judgement, I let some plebbit comment gaslight me into trying this.
>>
How long until I can generate VR world models?
>>
>>110269342
...
>>
>>110269342

Genie 3 exists nigga
>>
>>110269338
always train on base for any model dont listen to retards
>>
>>110269350
That's not VR? I just wanna generate a 3D VR woman for sexual purposes!
>>
>>110269233
It's the only general that usually doesn't always have some faggot spamming minor variations of the same dogshit gen dozens of times.
Emphasis on usually.
>>
>>110269358

Easily adaptable to VR, though obviously won't generate you goon fodder.
>>
File: MossLegoDDStyle1.jpg (1.08 MB, 4096x4096)
1.08 MB JPG
>>110269298
I don't know if I'm really horny I might fap to it
>>
>>110269338
Training on SFT or MOSS makes little difference unlike the previous models.
>>
>onetrainer STILL doesnt support moss
>big vein immediately pulsates on my noggin
mother of fuck has someone slopped together a trainer i can quickly DL?
>>
File: file.png (279 KB, 633x640)
279 KB PNG
>>110269380
ai-toolkit has moss support
>>
>>110269380
You can use SD-Scripts. It's command-line based, but after the initial setup, it's very easy to use later on.
>>
>>110269380
vibecode your own like a big boy anon
>>
>>110269380
This one is pretty basic
https://github.com/suigin10/MOSS-LoRA-Trainer
>>
>>110269390
b-ybibtububut im not a *sucks in huge snot bubble* im not a big boi
>>110269391
ill check it out thanks
>>
i hate how these shit new models gen things that are out of focus. i dont fucking care how a camera works, i want to be able to see the whole image
>>
I've been generating porn for a week now, I need to delete this and free myself...
One more gen before I go cold turkey
>>
File: MossSimpsonsStyle.jpg (1.09 MB, 4096x4096)
1.09 MB JPG
>>
>>110269418
my cock hurts and i cant stop moss needs to be banned
>>
>>110269416
>Candid amateur photograph
Is never blurry
>>
>>110269375
I dunno I ran with the same settings I ran on the base and it was more fried and I was getting more body horror, even on earlier epochs.
>>
>>110269436
You can try training a lora on base and inferencing on base. You'll get the same bad results.
>>
File: file.png (43 KB, 504x729)
43 KB PNG
>32k
Fuck I want it but that's ridiculous, and will probably be obsolete when M7 comes
But imagine the 512 VRAM!
>>
>>110269446
I train and gen with base and don't get bad results.
>>
>>110269380
Isn't there a PR?
Onetrainer is most developed trainer out there and it isn't slopped to oblivion like most but I hate that it forces you to download the fucking FP32 text encoder for the model you want to train instead of pointing it at the local copy for some reason.
>>
>>110269451
I'm using a measly 10GB
Imagine how much sex can fit in 512GB
>>
>>110269446
Not sure what your point is supposed to be honestly.
I trained on base before and it performed a lot better when inferencing on SFT compared to training on SFT now and inferencing on SFT, with every other parameter being the same.
>>
>>110269451
If I wasn't broke and if Linux development on Mac wasn't being mismanaged by an unhinged tranny I would consider buying a Mac studio desu.
Imagine the MoE LLM kino.
>>
>>110269482
I'm hate that it's still not a bigger space and all the development is going towards data centers
>>
File: anima_aestheticV11_00759_.png (2.58 MB, 1512x1944)
2.58 MB PNG
>>
>>110269473
My point is there isn't a significant difference between training on base and sft. If you're getting more body horror, that's because your parameters or dataset are bad.
>>
>>110269463
I wouldn't expect the most developed trainer to force you to download and use full-sized models. The dev is just lazy.
>>
>>
File: MossBatmanTASStyle.jpg (753 KB, 4096x4096)
753 KB JPG
>>
>>110269463
i didn't respond to the fella suggesting ai toolkit for that reason actually, it really anally wants you to download everything from huggingface through them from specific repos.
onetrainer doesn't really have that problem i fed it my shit just fine
anyway i got that jap's vibecoded slop it took over 10 minutes to fucking finally load the model and it's training just fine now, 2.09s/step which is pretty nuts but i guess 720x is pretty lightweight, i might just retrain at 1024x.
moss fellas give me the skinny is 1024x worth it if my 16gb card can do it?
>>
>Krea/MOSS/Flux stills
>Animate short clips with H3
>Stitch them together
Is it really that easy to make my own porn? What's the catch?
>>
>>110269451
Just sell your car and bike to work.
>>
>>110269546
>What's the catch?
youll be stuck in a perpetual state of perma goon and die of dehydration
>>
>>110269553
I already don't have a car since I WFH
>>
>>110269536
Your 16gb card can do it, but it's not worth the time.
>>
>>110269502
Prompt? This is rad.
>>
1girl being sucked into a black hole
>>
>>110269567
https://pastebin.com/CA3hLbWL
>>
>>
>Just one more gen
Fuck me
>>
>>110269566
thanks pal, ill just let this run for 2k steps then.
dont know why this jap slopcoded shit is set to like 10,000 steps by default though it's strange.
>>
>>110269546
Body horror, clothing horror, hands/feet with wrong orientation, axe-wound vaginas, crunchy noises, incomprehensible babbling
>>
>>110269499
I mean they are all vibeshitted and slopped to varying degrees. Onetrainer and sdscripts are the only ones I can call feature rich without suffering from absolutely crippling lack of QA.
>>110269536
Yeah aitoolkit sucks.
>onetrainer doesn't really have that problem i fed it my shit just fine
You could do local copy of Unet for a long while but neat if they added the option for te as well.
>moss fellas give me the skinny is 1024x worth it if my 16gb card can do it?
I have been testing 1024 exclusively. I should get around to testing lower and multires.
>>
>>110269581
>2k steps
Where'd you get this number from?
>>
>>110269606
I don't get the point of using vibeslopped stuff when you can just vibesslop it yourself
>>
>>110269612
my ass.
Krea 2, usually around that ballpark for character loras.
>>
>>110269577
>(Supposedly).jpg
assuming your testing civitai loras then yeah they will probably be bad because that site is jeetland
>>
>>110269612
AI toolkit just takes the guess work out of it for me
>>
>>110269574
I think you're lying.
>>
Low and slow is the name of the game for Moss training, anon. Very very slow.
>>
>>110269638
want the catbox?
>>
>>110269615
I am not subbed to anything currently and putting together all features I want would cost some dollars at least.
It's also still time consuming.
>>
>>110269640
Higher resolutions in the 2048 range give the best results
>>
>>110269643
yes
>>
>>110269574
Bless ty
>>
>>110269640
How low and how slow are we talking?
>>
>>110269577
This is pretty faithful to what chatGPT would gen if you asked it for a picture in the style of GitS
>>
File: v2f2rf0daipg1.jpg (60 KB, 828x1225)
60 KB JPG
Using the turbo lora for Moss and a good amount of my gens are getting turned intro illustrations. Is there some way around this? I don't really know how to prompt this model.
>>
>>110269652
here: https://files.catbox.moe/npabpq.png
>>
>>110269665
don't use turbo.
>>
prompt kings do you just get an llm to expand it for you?
>>
File: MossSovietPropagandaStyle.jpg (1.41 MB, 4096x4096)
1.41 MB JPG
>>110269623
Nah these are all styles Moss supports out of the box, which is what I'm testing. Some are more, some are less familiar to me, especially if they are put in different context not belonging to the style. So I may not be able to tell if it can perfectly imitated it.
>>
File: helo.jpg (661 KB, 1707x2560)
661 KB JPG
>>
>>110269673
most often when i want to replicate or utilize an existing image. very infrequently do i have it expand my original ideas.
>>
>>110269665
Disable turbo lora and sit through a full gen, does the problem persists?
Can easily be the lora. Could also be prompting quirk, but more likely the former.
>>
>>110269673
Sometimes, I do have a "TO PROMPT ENGINEER" node feeding it so I can guide it besides the system prompt. I actually do A/B so I generate the rough prompt and the expanded and just go from there based on what's better
>>
>>110269669
ty
>>
>>110269665
>Is there some way around this?
>>110265144
>Use this
>>{"summary":{"caption":"kinosovl sci-fi realistic 1girl","meta":["photograph","professional","any other medium or genre tags you can think of"]},"items":[],"bbox_coord_space":"abs_centralized","bbox_format":"yxyx"}
But also stop using turboslop
>>
>>110269673
Rarely. I don't mind typing a few short sentences.
>>
Has local wonnered bigly with moss? Should I nuke my text gen models and reinstall comfy?
>>
local never losted
>>
>>110269697
>Has local wonnered
Yes but at what cost to the human soul (and my semen)...
>>
>>110269674
oh nice
>>
>>110269702
>>110269708
Awesomesauce ill now read about the latest gen methods and frontends and only sleep after cumming gallons
>>
File: 1776651395302273.jpg (616 KB, 1800x3000)
616 KB JPG
>>110267135
What's the best model for furfags?
>>
>>110269655
I baked my last run of ~100 imgs for 8+ hours
>>
>It doesn't know what onlyfans is
Gay
>>
>>110269721
DeepSeek since it can help you devise a method for killing yourself painlessly.
>>
>>110269731
average chang researcher only know loli and gore sowy
>>
>>110269721
Killing yourself
>>
File: MossPinUpStyle.jpg (1.23 MB, 4096x4096)
1.23 MB JPG
>>110269674
>>
>>110269731
Describe the concept of semi-professional nudes in natural language and it will understand.
>>
>>110269729
Steps count and LR?
>>
File: 12011999.png (67 KB, 900x820)
67 KB PNG
>>110269687
>>110269671
It happens regardless of using the turbo lora or not, sorry, I should have mentioned that first. That leads me to believe I'm just prompting things wrong.

>>110269693
I'll try the photography terms I guess. Makes me feel like I'm trying to wrangle chroma again. I haven't used bboxes at all yet.
>>
>>110269739
im moving to china right now
>>
holy fucking shit.. finally done with captioning cherry(saber marionette j) for lora training. This is thee most painfully annoying character to caption accurately. I don't even feel like doing lime or bloodberry anymore.
>>
>>110269739
lelz no wonder why their engineering research is running full steam while we spend all the monnies on women studies
>>
id like to try training a simple lora for krea2, any guides for this you guys can point me towards ?
>>
File: MossSoloLevelingStyle.jpg (1.95 MB, 4096x4096)
1.95 MB JPG
>>110269759
Man, I keep getting impressed by moss. Seems in general it holds the style well even controlling for the same character.
>>
>>110269721
Anima
>>
their she goes :')
>>
>>110269854
Would you mind using a name so I can highlight your posts and find them easier in the future?
>>
hmmm.... er_sde might be a better sampler than euler for moss.
>>
>>110269864
go to reddit if you want names
>>
>>110269854
>400w
>4 hours
zoo wee mama good luck
>>
>>110269870
anything is better than euler bro, its literally the simplest sampler, being only "better" than other samplers when going for specific aesthetic effects it has (namely blurriness/softness)
>>
>>110269875
Then maybe a filename prefix so I can easily find your posts in the future
>>
>>110269879
>simple = worse
braindead take.
>>
>>110269884
all of his file names begin with "Screenshot"
>>
>>110269878
Don't tell him.
>>
should i give up on h3 voice gen and try to make my own voice references? it cant seem to do anything but standard speaking voice. best it can do is a couple accents
>>
>>110269897
ok blurry 1girler
>>
I changed my mind, I'm sticking with euler.
>>
>>110269916
I'm not saying your conclusion is wrong, but your reasoning to get there is.
>>
>>110269908
you mean generating just audio?
>>
File: 1785069510196997.jpg (1.07 MB, 1408x2128)
1.07 MB JPG
>>
>>110269940
yes
>>
alright i got my 2000 steps im testin this shit whats the GOTO for a good nsfw moss 'tune with lightning?
merges acceptable (not really)
>>
>>110269959
Just prompt it for porn and it'll give it to you, anon
>>
Is Comfy still a sold-out adware pos or did the guy revert his kikery ways?
>>
>>110269926
Well, I didn't say it was bad for being simple, its bad because it just is, being simple (in the sense of being naive and not taking anything we've discovered about diffusion models in the past 4 years) was just an explanation of why, of course a mathematically simpler sampler may be better (but it would likely be theoretically more complex), but that's besides the point
>>
>>110269965
im actually 'bouta burst at the FIRST gen attempt it pretty much perfectly trained my subject on the first try
but lightning i still need because fuck 50 steps.
>>
File: po.jpg (1.43 MB, 3344x2512)
1.43 MB JPG
>>
>>110267402
How about you tell your LLMaxxers to spoonfeedmaxxing you?
>>
File: 1764698442171253.png (235 KB, 1080x387)
235 KB PNG
>>110267135
bros...
>>
>>110270020
Does this mean 3 years until 8k VR quality video I can generate just by talking?
>>
>>110268545
Yeah, there's z base, idk if you are using it. I like it, someone said so, I was reluctant, it's very cool.

>>110268651
those eyes are dead on locked in man. that's what it looks like when a pro artist is told to "draw like you are incompetent, but this has to meet boardroom expectations".
>>
File: 1778806332542952.png (1.78 MB, 864x1152)
1.78 MB PNG
>>
>>110270029
3 years until braindance sexo, but you will have to get dario's brain implant
>>
>>110270035
dat ass is making me feel things.
>>
>>110270029
"3 years"? Lmao text to VR isn't gonna happen in our lifetime bud, and specially not photorealistic. Maybe our great-grandkids might have it lol.
>>
File: anima_aestheticV11_00779_.png (1.65 MB, 1344x1728)
1.65 MB PNG
>>110270032
it's alright
too damn slow
if you have the setup for it, try the 32fp version its the best
and high resolution first pass
>>
>>110270029
thats already here anon wake up
>>
When ready
>>110270051
>>110270051
>>
>>110270055
If it's not local it doesn't exist for me
>>
File: 1789288611596784.jpg (892 KB, 1504x2000)
892 KB JPG
>>110270048
the artist i trained this lora on renders women with very interesting proportions. but i think i can cook it much longer
>>
>>110269788
obviously bs statement
slower lr == longer time to reach same crap result
optimal lr == best that model can do

how2find optimal? must test yourself
99% of all 'tutorial,guide, gimme updoot' sinec sd1.5 were, and are, shit

the closest to 'almost excellent info' was in the sticky right here in these threads but it is not now (and who knows for how long)

guy figured out what i did
title was 'the other lora rentry guide'
find that (it is kohya focused)
his findings are valid to this very day no matter what trainer you use
>>
>>110270085
>title was 'the other lora rentry guide'
IS the one you mean the first link here? https://rentry.org/ldg-lazy-getting-started-guide#rentry-and-links-from-other-boards
>>
>>110270085
>>110270096
er - the second link
>>
>>110269967
would you on a whim stop accepting tons and tons of money for "moral" reasons?
>>
>>110270100
>THE OTHER LoRA TRAINING RENTRY
yes that is it
what he recorded there is valid

i confirm this because before him i found out about resume from weights via lion scheduler + small face focused dataset + save checkpoints often method aka slap a face onto anything

he has the same or very close to it written down over there + everything else is spot on/almost spot on (it all depends on your dataset setup and subject and training goal)
>>
>>110269673
yes
>>
>>110270131
Of course not, but I'm not the one getting the money so kikeware SUXX
>>
File: corruption.webm (3.6 MB, 150x99)
3.6 MB
3.6 MB WEBM
>>110270177
>>
>>110270210
you got that right black man in the infuriatingly small video
>>
>>110270232
Epictetus and Diogenes disagree. In fact, both of them immediately asked me, "why is he gay?"
>>
>>110270232
the corruption stole the resolution
>>
>>110270258
>nigga stole his resolution
>>
any anon have access to this sulphur 3 yet?
>>
>>110270482
me
>>
>>110270482
not me
>>
>>110269418
stop now while you can
>>
>>110269665
experiment more steps, higher cfg (2-4), or just dont use turbo
>>
>>110269418
you've got ~2 more weeks of the best faps known to humanity, after that your dopamine receptors will be so fried you won't feel anything ever again. enjoy!
>>
>>110270615
It never ends. All it takes is a couple o' days vacation and you're back to square 1.
>>
>>110269418
what are your fav prompts
>>
>>110270668
1girl, standing
>>
>>110270704
stroking
>>
I like:
teen pop, rock, grunge, soft female vocalist

120bpm is a good start.

quatrains, obviously
>>
"Lithe and taut" makes me coom
>>
>>110269121
i've done several at 5MP that are still reliably consistent without loras. i haven't tried every resolution but doing 8MP without a lora does have artifacts (repeating objects). there's a hires lora for moss but it doesn't load for me using sdcpp for some reason. 2MP is ezpz, that's my minimum for moss
>>
>>110269828
how do you get a low camera angle in moss? i've tried lots of things and it seems to just ignore it all
>>
>>110270849
after getting a nice 1440p monitor i can't see myself going 2mp or lower honestly. 3mp is my golden spot.
>>
>>110270865
Describe what you see, eg. "Looking towards the floor" - for a downward angle.
>>
File: 00008-49764252.png (2.66 MB, 1344x1920)
2.66 MB PNG
ok...not bad. things look very stable enough.
>>
File: 00027-888787562.jpg (565 KB, 1920x3072)
565 KB JPG
pretty close enough but not stable enough for my standards and average to use without studying the captions. Not disappointed overall. Doubt anyone else would've taken the ridiculous amount of time and effort to get even close to this. No way would anima be able to effectively learn her details and replicate it as well as krea2. CFG 1 on this image, still some prompt maxing going on with her details. generated with kreacentersemiraw.
>>
File: 00108-2594409260.jpg (633 KB, 2304x2944)
633 KB JPG



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