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

Previous: >>110267135

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
>>
gm saars
>>
File: anima_aestheticV11_00742_.png (2.83 MB, 1344x1728)
2.83 MB PNG
>>110270063
gm saaaar
>>
"slightly chubby" = morbidly obese for krea2. moss ignores it completely. do i have to describe each roll of fat or what
>>
Only an hour of training and MOSS nailed the character down to a T, including her lack of joints. Very impressive stuff, and at 768x res.
I am such a lazy fuck i don't want to keep it cooking another hour but i should, i do want the outfits working.

Some of the gens are slightly more realistic than others, it flips between giving her realistic hair and that one solid 3d model chunk like in picrel.
>>
erm excuse me, old thread isn't at bump limit yet
>>
>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
>>
>>110270083
>just noticed the third ghost leg
gonna KMS. probably an issue of the turbo lora though non-turbo all the gens were fine anatomy wise.
>>
>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
>>
got a doggystyle gen in progress, the preview looks really good
>>
>>110270099
nevermind it was a disaster
>>
>>110270082
Give qwen an image of "slightly chubby" and borrow how it describes it
>>
>>110270159
i remember when prompting that would make a dog run into scene
>>
>MOSS put in a pussy i didn't ask for
>a real good one
>puffy
>intricately detailed
>3MP
me cum
>>
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>>
I know you won't believe me, but you're better off genning at 1MP and adding more steps than going 3MP. moss isn't going to add more details to your gens beyond 1MP and it only marginally make small details more clear.
>>
>>110270162
interdasding
>>
what does the kroma lora do for krea2 and why should i not take it
>>
Also, turbo lora rapes details.
>>
>train lora on highschool crush
>generate the view out my peephole of her delivering my food
kino
>>
>>110270250
>t. mentally ill
>>
>>110270250
>t. fully lucid
>>
>1girl, pussy, hyperfine intricate details
>>
ug i genned a pretty interesting sex scene, but it just looks a little off. the facial expression is a bit weird, one leg looks too long, the sex sounds more like a rocking chair
>>
>>110270325
>>>/hr/pdg
>>
Does MOSS make better anime than Anima?
>>
>>110270360
define "better anime"
>>
>>110270363
I dunno. More aesthetic. More Japanese?
>>
>>110270360
not without style loras
>>
redpill me on generating 8k images
>>
>>110270399
thats a lot but just do one at a time and you will get there
>>
>>110270091
>>110270098
Thank you so much bro
>>
File: ComfyUI_Kromoss_00090_.jpg (2.25 MB, 1760x1760)
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>>110270027
Don't know what tin cans you're listening on, but YuE is a clear winner there. Also the 1980s generation I shared. Just way better sound quality.

Let's compare these three

BANDMAID Babymetal style (hard rock meets metal)
Ace Music
https://vocaroo.com/1hDMGvqQb9zt

YuE 2 RS-FW-2.0x0.75 tune
https://vocaroo.com/1gpWqlKuVkkL

Minimax Music 3 (not the same lyrics or exact prompt, but similar idea)
https://files.catbox.moe/8au6uh.mp3


Also there's this for 1980s rock in the style of ac/dc with higher pitch male vocal
YuE 2 RS-FW-2.0x0.75 tune
https://vocaroo.com/1hlZ2lbRtfI0

Ace Music 1.0
https://vocaroo.com/17WEbQtiVE2M

MM3 can't do this genre so not shared.

Now get a pair of high quality headphones (similar to HD 600s which I have). Do you hear the difference anon? Ace Music is Suno-slop maxxed. It sounds like Suno v5/v6. YuE 2 with RS finetune is measurably better, actually it's on par with MM3 sound quality wise while still having way better out of the box knowledge than MM3. YuE 2 RS finetune is the best local music model in existence. The only way for ACE team to redeem themselves is if they give us the tokenizer and we can do perfect covers (not just remixes), but that's a pipe dream at this point.
>>
>>110270085
>>110270096
>>110270142
>Edit: 18 Aug 2023 11:52 UTC
unc...
>>
>>110270083
>Only an hour of training and MOSS nailed the character down to a T
>Krea 2-er_sde-1.0-8-2026-(...).png
?
>>
>>110270747
HAH nice catch thanks, i didn't notice my MOSS workflow still has the KREA 2 workflow names in my save image node. Doii.
>>
>>
>>110270748
Happens to the best of us.
>>
>>110270752
yeah im genuinely in the middle of throwing my krea 2 datasets in for training and not touching any training settings, funny i didn't even give myself time to once over my workflow for MOSS. Will remember to.

also cute butterface there man.
>>
>>110270752
need her
>>
>>110270759
>butterface
The face is why I kept it
>>
>>110270752
tfw no recessed chin text neck gf
>>
>>110270773
I don't speak Clavicular
>>
File: kromoss_bf16_00618_.jpg (2.31 MB, 2880x2240)
2.31 MB JPG
>>
>>110270842
kino
>>
>>110270773
lol
>>
>>110270530
all four are garbage
>>
>>110270530
all four are gems
>>
i'm trying hard to find some fun in anything not sdxl but i'll give up i think
>>
>>110270773
>text neck
?? it's textbook correct posture, look up any exemplar, they'll have same angle or more.
>>
>>110270530
>https://vocaroo.com/1hlZ2lbRtfI0
that is not bad
>https://vocaroo.com/17WEbQtiVE2M
you posted that one before, it is good

rest is as other anon says. funky or to speak plainly retarded.

ace is not slop, other models are limited, and slop is due to one who makes slop, stop a slop and you get updoots
>>
File: kromoss_bf16_00619_.jpg (3.02 MB, 2880x2240)
3.02 MB JPG
>>
>>110270962
I did this shtick in the SD1.4 days.

Not that it's not a good shtick; it is.

But I did it. In case anyone forgot.
>>
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>>110270965
yeah
well 1.5
but yeah
>>
Thread Challenge: gigantic breasts
>>
>>110270975
Challenge accepted and cleared before you even posted this challenge
>>
>>110270971
The earliest I can find on my HDD are from october 1 2022, 1.5 wasn't released till october 20. So I think it must have been 1.4
>>
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>>110270993
>08134-2579082188-hot cousin Emily, (she's 19). Drunk and sloppy at 2AM, seductive expression. we were fooling around a bit after everyone went to.jpg
>>
File: kromoss_bf16_00622_.jpg (2.75 MB, 2880x2240)
2.75 MB JPG
>>
>>110270998
A1111 saving the prompt in the filename is 90% of why my gens got any attention at all. ComfyUI should have copied this default behavior, imagine how much better the threads would be
>>
File: kromoss_bf16_00623_.jpg (3.27 MB, 2880x2240)
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>>110270998
kek
>>
>>110270998
>>110271007
we need more of this energy in the function (as in adding my own joke fake prompts to the filenames for lols)
>>
>>110271007
you can.
learn2noodle
>>
>>110271016
No it has to appear accidental or nobody cares
>>
File: kromoss_bf16_00624_.jpg (2.43 MB, 2880x2240)
2.43 MB JPG
>>
File: ComfyUI_00022_.png (3.46 MB, 1408x1894)
3.46 MB PNG
>>
File: kromoss_bf16_00628_.jpg (2.6 MB, 3360x1920)
2.6 MB JPG
>>
the more complicated the scene the more that can go wrong. with just 3 characters doing stuff i keep rolling seeds that arent to my standard and have decided to give up
>>
>>110271110
I'm retarded, I never messed with seeds. I assumed it would be pretty similar but it's totally different each time
>>
>>110271110
assign names to each character so the model has less guesswork
>>
This is like finding the porn section in the Akashic Library
Send help
>>
File: kromoss_bf16_00632_.jpg (2.68 MB, 3360x1920)
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>>
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>>110270993
>>110270998
moss, prompt is
>hot cousin Emily, (she's 19). Drunk and sloppy at 2AM, seductive expression. we were fooling around a bit after everyone went to.jpg
>>
>>110271241
>moss
>544x544
nice, not enough mini-gens in the post-SDXL world
>>
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>>
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moss is crazy useful with bbox.
with anatomy book, bbox can be very versatile marker for guessing postures.
ive never seen a model works this well.
>>
>>110271527
wf?
>>
>>110271527
yoooooooooooo why she have that bludge doe
>>
>>110271527
but it drew her feet backwards
>>
>>110271568
Feet orientation is correct but missing big toe.
One of the hands is wrong though.
>>
>>110271551
could be a cover or a stick idk
>>110271615
hands were the hardest, precise bbox control does not work in small area
>>
>>110271527
bbox? tell me more
>>
Never genned here do you guys run local gen in a sandbox or VM? What precautions do you take?
>>
File: 626141154489086571.png (2.98 MB, 1024x1536)
2.98 MB PNG
When looking for art, I see this type of picture all the time. What local model can I use to make pictures like this? I think they use midjourney but that's online.
>>
>>110271842
Here's another, I'm sure you guys have seen these types of pictures all over different websites. Any help would be appreciated.
>>
File: ComfyUI_MOSS_02851_.png (1.53 MB, 2560x1440)
1.53 MB PNG
new 'toss
>>
>>110271848
>>110271842
Just go to civitAI and download any SD 1.5 shitmix.
>>
>>110271804
bounding box(es). basically you can draw/define rectangles and say what you want in that specific part of the image. you can use it to place objects and features precisely where you want them rather than trying to describe the positions using natural language (so like "there's a radio at exactly the coordinates 100,100 and of the exact size 400,200" instead of "there's a radio on the bedside cabinet near the upper left corner of the frame". not exact wording, just paraphrasing for an example)
he will be using it to "force" a highly specific body position, like saying where the head, torso, legs and feet are exactly in the final image
>>
>>110271871
whre mogus
>>
>>110271893
just squint really hard
>>
>>110271904
try captioning all the moguses and see if the final lora can make new ones
>>
>>110271871
Cool.
>>
>>110271924
desu it would be more impressive if the lora could pick up on that small repetitive detail from it not being captioned
but then that conversation veers into pattern recognition and people see amoguses in everything
>>
>>110271934
The thing is the amogi are in different places, composed of different objects patterns in each comic. Being small isn't the real problem, the real problem is that it's deliberately drawn to be subtle and seamless enough that you need to look for a while to find it.
>>
>>110271934
i think you would only have to include the panels that have it for that to have a chance of emerging without captioning, which limits your dataset size
>>
File: ComfyUI_MOSS_02873_.png (1.16 MB, 2560x848)
1.16 MB PNG
>>
>>110271945
your best bet would probably be to gen something without one, then find something close and inpaint using an amogus sillhouette as a reference to subtly push it towards that shape.
in that picture, i could see adding oval shapes to the belt to make the belt buckle an amogus
>>
File: amogus.png (149 KB, 1280x1440)
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>>
>>110271878
Can those really get the detailed and intricate backgrounds? Google AI seemed sure it needed Flux or Midjourney/Niji
>>
Why is huggingface so retarded?
>here's a 90GB model lol, but ooops, we only offer 500kb/s download speeds because we're morons teeheee
>>
File: ComfyUI_MOSS_02875_.png (2.03 MB, 2048x2048)
2.03 MB PNG
>>110271992
kekkles
>>110271994
skill and/or ISP issue. i easily get 100mb/s but you may have better results with fdm or the like
>>
i found a haunted seed. random dude standing in the background
>>
>>110272010
>skill and/or ISP issue
No because smaller files download perfectly fine but their retarded ass xim/xer storage system along with jeet-tier servers limit total bandwidth when they could be using fucking torrents like a normal person.
>>
>>110272033
big tech has a vested interest in keeping torrent knowledge less common
>>
>>
>>110271994
huh? huggingface has always been pretty fast for me
>>
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pretty close enough but not stable enough for my standards or average to use without studying the captions. Not disappointed overall, but have some mixed feelings about it. 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.
>>
lost thread RIP niggers sheesh
>>
>>110271527
i dunno
it tends to ignore bboxes outside of well known compositions
>>
>>110271812
bwrap
>>
File: ComfyUI_MOSS_02878_.png (2.12 MB, 2048x2048)
2.12 MB PNG
>>
>>110272146
> krea2
> anima
> almost 2027
>>
Am I missing something or moss just isn't all that good. Most of the time it's a blurry mess with bad anatomy. Krea just seems way better
>>
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>>110272237
krea2 gets the job done for me for the most part. It still has it's limitations on how solid it can learn and follow prompt instructions but its the best "stable" image gen model local has at the moment.
>>
File: 85467.webm (3.65 MB, 448x256)
3.65 MB
3.65 MB WEBM
>>
soo with these new models you all just write sdxl prompts and let an LLM make a wall of text? i don't like that. feels like i'm not prompting
>>
>>110272307
Not really, "prompt enhanchers" are only meant for people unable to rotate apples.
>>
>>110272307
i don't use a prompt enhancer. it's not required. they're there for beginners to get less shit results from shit prompts
>>
>>110272298
actual creep
>>
>>110272362
fact check: false
>>
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>>110272298
nice video there. i wish i wasn't an absolute promptlet when it came to understanding how to use fl2va and ref2va minimax models. It just feels soo overwhelming and time consuming.
>>
>>110272416
the trick is to switch to ltx 2.5 because the h3 models do not have enough sovl and require you to prompt for every little twitch that the perspective makes if you want natural movements. ltx is smart enough to figure it out on its own
>>
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>>
>>110271110
>the more complicated the scene the more that can go wrong. with just 3 characters doing stuff i keep rolling seeds that arent to my standard and have decided to give up
With bboxs you can go as complicated as you want, basically until 4000 tokens
>>
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i was kinda getting depressed with how janky this cherry lora turned out especially the week long time sink it took fix up the dataset and caption it but kinda shocked and happy it at least learned a basic understanding of otaru mamiya.
>>
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>>110272717
Great loras as always, too bad you're not using SOTA models like MOSS, so I can try them out
>>
>>
>>
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Is this even possible on anything but moss?
>>
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>>110272805
fuuuuu, probably not without stacking a couple of loras on top
>>
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>>
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>>110272810
Thought as much.
To be fair it wouldn't work at all without bboxes, but maybe it's a skill issue.
Changed the prompt slightly to get rid of the strap behind the neck.
The sameface of this turbo thing is a feature btw. Sometimes it would be nice to have some variation though...
>>
>>110271994
I've had that happen sometimes. My only guess is they might be giving popular/newer models more cache priority.
>>
File: My_Hero_Academia_PEGI18_1.png (3.32 MB, 1248x1664)
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>>110272837
>To be fair it wouldn't work at all without bboxes, but maybe it's a skill issue.
Sure, but the fact the model provides this out of the box, that it works without too much of a hassle(read: Ideogram4) speaks to its strengths.
>The sameface of this turbo thing is a feature btw. Sometimes it would be nice to have some variation though...
That's why I generally avoid the turbo thing. You could try some samplers like er_sde with add noise, so it could randomize it a bit better.
Or you could provide a particular character dressed the way you wanted. https://hide1-moss-image-character-catalog.static.hf.space/index.html
this is the website I use where people maintain a catalogue of MOSS styles, as well as known characters(over 30k)
>>
>>110272805
wdym
>>
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>>110272821
>>110272864
>noisy gpt image 2 image artifacts.
i fear for the human centipede poisonous disaster of all future image generation model in future especially the ones coming from china.
>>
1girl killed by tricycle gang drive-by
>>
>no one gens porn
why are you all gay?
dogshit general.
>>
>>110272911
Your mind is buckbroken by AI slop. Moss removed AI slop form their training. This is deliberately prompted in over the top Hero-ish style.
>>
>>110272929
porn of who? they all got shot
>>
>>110272929
go ahead post some porn, I dare you.
>>
>>110272298
Jacob vs Angel 2.0
>>
>>110272929
we consider AI genning an art around here
>>
File: MossChadVSIdeogramVirgin.png (1.79 MB, 1248x1664)
1.79 MB PNG
>>110272864
>that it works without too much of a hassle(read: Ideogram4)
lel
>>
>>110272929
this is a blue board anon, 99% of my gens can't be posted here
>>
File: MossChadVSIdeogramVirgin1.png (2.49 MB, 1248x1664)
2.49 MB PNG
>>110272982
>>
>>110272944
i come here because my gpu is not strong enough to make proper videos and you faggots waste your gpu power to gen worthless some dogshit trash with males
>>110272936
goth alt girls
>>110273002
upload them to catbox/mega or post on other boards. whats the problem?
>>110272971
i consider porn of alt girls art
>>
>>110273019
>goth alt girls
give me an example
>>
>>110273019
>upload them to catbox/mega or post on other boards. whats the problem?
well some of us do, you don't notice because posts on other boards don't show up here. i've posted a few explicit things here as catbox links, and while i haven't been banned for that, i'm not really sure why and wouldn't want to push my luck doing that often
>>
File: 858346.webm (3.43 MB, 448x256)
3.43 MB
3.43 MB WEBM
>>110272959
>>
>>110272864
Yeah. Unfortunately I haven't succeded in pulling the panties slightly down. They always keep the shape instead of being partially or fully inside out.
>>110272889
Recreate that image in a different model. I'll wait.
>>
>>110273032
>>
>>110273032
>>110273079
>>
>>110273088
>>110273079
>>110273032
>>
File: ComfyUI_temp_yevsj_00002_.png (3.61 MB, 1824x1248)
3.61 MB PNG
Anyone has any gun loras? Citvit is just porn.
>>
>>110273044
kek
>>
File: ComfyUI_temp_tpzpf_00001_.jpg (628 KB, 1824x1248)
628 KB JPG
Oh shit it can actually make the solid properly.
>>
>>110273044
man i hate it when you're out camping and you walk off to go take a piss and a demon so bright it physically hurts to look at just attacks you out of nowhere
>>
>>110273044
make one with the stereotypical green glownig
>>
File: 46753.png (63 KB, 337x378)
63 KB PNG
>>110273166
i did one with biblically accurate visuals and i can't post it or else this thread will get deleted
>>110273173
i want to figure out first person driving so i can run him over
>>
>>110273166
>a demon
That's God m8, he's about to enhance you
>>
File: MossChadVSOtherVirgins.png (3.59 MB, 1248x1664)
3.59 MB PNG
>>110273016
>>
>>
What model would I use If I wanted to focused on a text to speech generation?
Thanks.
>>
File: BigTiddieGoth.png (1.48 MB, 1248x1664)
1.48 MB PNG
>>
>>
>>110273250
Seach tts on the archive.
>>
File: BigTiddieGoth1.png (1.52 MB, 1248x1664)
1.52 MB PNG
>>110273284
>>
File: Goth1.png (1.68 MB, 1248x1664)
1.68 MB PNG
>>
File: Goth2.png (1.93 MB, 1248x1664)
1.93 MB PNG
>>110273341
>>
File: Goth3.png (1.26 MB, 1248x1664)
1.26 MB PNG
>>
File: Goth4.png (1.25 MB, 1248x1664)
1.25 MB PNG
>>110273414
>>
slop
>>
>>110273079
>>110273088
>>110273099
Moss? Workflow??
>>
>>110273419
based
>>
>>110273430
What was happening there? Another 1girl caught by the 1girl killer?
>>
>>110273419
Is she ok?
>>
>>110271275
Haven't seen you post your faggot bottles in a long time disabo. I used to report you for deleting post you made just to spam that image as the last post.
You're welcome, I helped you kick a autistic ritual.
>>
File: 85351.webm (3.46 MB, 256x448)
3.46 MB
3.46 MB WEBM
>>110273523
sources tell me she's still alive
>>
i get 30x the amount of reactions on social media from my gens when i do something generic instead of the high quality stuff i really want to do
>>
>>110273044
Is this H3 or LTX? The fast paced bodycam like movement is something I struggle with, local models don't tend to do that well
>>
>>110273580
So why gauge yourself by whatever reactions you get from normie cattle rather than your own satisfaction? Follow your dreams anon.
>>
>>110273604
my dream is to quit my job. the only route possible seems like shoveling slop for the goyim
>>
File: 00236-820041767.png (3.52 MB, 1536x2048)
3.52 MB PNG
have fun with the cherry lora
https://civitai.red/models/3041890/cherry-saber-marionette-j-j-krea-2-lora
will work on the lime lora once i regain my strength and mental energy.
>>
>>110273615
Anon, that's retarded.
>>
File: 85574.webm (3.65 MB, 256x448)
3.65 MB
3.65 MB WEBM
>>110273589
ltx 2.5 text to video. for that specific video, it was
real life. the perspective stands in a rocky valley at night. the stones and steep valley walls are dim and barely visible. the blinding angel (tall humanoid figure, feathered wings, bright white clothing, intense white glow) is the only brightly lit thing in the valley, its glare washing out its outline.
the angel rushes into frame and its bright wings spread across the view. the perspective’s arms rise into frame and press against the angel’s chest. the angel drives the perspective backward. the view jolts and tilts as the perspective’s feet skid over loose stones. the angel forces the perspective down, and the rocky ground fills the lower frame. the perspective’s arms push upward against the angel while the angel’s glowing figure leans over the view. the perspective twists sideways, with one arm scraping across the stones, then kicks both legs into the bottom of the frame and pushes against the ground. the angel grabs the perspective’s arms and pulls them across the rocks. the view shakes violently, and nearby stones streak with motion blur. the angel’s glare remains bright while the valley around it stays dim. loud wing beats, scraping stones, and strained breathing reverberate through the night.
>>
will moss image ever get a snapref-like reference node for characters/styles?
>>
To train a lora for moss sft, should I train in the base or sft?
>>
>>110273686
Base. All the LoRAs I've ever used that were trained on SFT were extraordinarily sloppy, and didn't even work on Base which is what I use to gen with anyways.
>>
>>110273639
Fucking fuck, I'm always late. Wouldn't be better to upload them to a catbox?
>>
File: 856464.webm (3.4 MB, 256x448)
3.4 MB
3.4 MB WEBM
>>110273742
>Fucking fuck, I'm always late.
late for what?
>Wouldn't be better to upload them to a catbox?
if you mean to extract a workflow, i don't use comfyui so i don't think you can get anything out of the metadata besides the prompt
>>
>>110270051
>>Anima
>https://huggingface.co/circlestone-labs/Anima
>https://animastyles.thetacursed.com
>https://tagexplorer.github.io/
>https://animadex.net


Every image looks identical no matter how you prompt or which settings you use. Never seen such a trash model
>>
>>110273829
Post your results.
>>
File: trash.png (539 KB, 1380x785)
539 KB PNG
>>110273837
Varying text, sampler, seed, adhering to official prompting guide or not... - doesnt matter, always the same overfit trash output

i miss the days of SD 1.5
>>
>>110273869
what is your prompt like
>>
>>110273220
Moss so far is worse than base Krea 2
>>
>>110273817
Oh, I thought your webm's were being deleted, I got 404's when hovering my cursor over them, Turns out is just firefox being retarded, they work on Brave.
>>
File: 1789394168614038.jpg (1005 KB, 1504x2000)
1005 KB JPG
13k steps
>>
>>110273904
anon why the fuck would you use 13k steps to generate a single image? like its not bad but why
>>
>>110273817
sdcpp stores all the runtime information in the files' metadata as well, fyi
>>
>>110273912
no thats how many steps i trained this lora for so far. i have ~11k more until its "finished"
>>
>>110273894
Usually somthing like: masterpiece anime screenshot of a goth girl with dark red-brownish hair, blue eyes and warmly lit skin, goth clothing,

and something with score_5 somewhere in between. Doesn't matter much if I use natural language or tags anyways, result converts to the same fucking pose
>>
File: 1773499155834850.jpg (1.24 MB, 2000x1504)
1.24 MB JPG
>>
>>110273220
based and truthpilled
>>
>>110273940
Then the model gave you exactly what you asked for.
>>
>>110273713
Why do you gen on base anon, don't the hf page says that SFT is better at gen and base is better for lora training/fine tuning?
>>
>>110273940
Just use one of the jeetmixes if you want a model that hallucinates a bunch. The base model won't hold your hand.
>>
>>110273958
Except, it doesn't matter if I specify "view from 1m away" or "frontal view",...
Some specifiers have virtually no infuence on the output. I can rewrite and reorder most of the prompt, with no effect.
It's always that retarded perspective.
>>
>>110273967
SFT is more "optimized" for genning, sure, but I find that it just looks more like typical AI slop. If you read the technical report, they say they filtered out as much AI images as they could from the dataset for Base, and it shows. That being said, I don't know if whatever SFT optimization they did involved pre-existing AI images.
I find that this gives pretty good results, use this on Base at around 0.7 strength and you get the benefits of unslopped Base with extra goodies from SFT: https://huggingface.co/Kijai/MOSS-image_experimental/blob/main/loras/moss_image_sft_lora_blocks_21_to_49_rank_512_bf16.safetensors
>>
>>110273993
And oh yeah they deliberately trained on lower quality images, so a negative prompt is pretty much necessary. Just something like "low quality, low resolution, jpeg compression" should do (and update it as you go of course)
>>
>>110273990
Simple: VAEs are very prone to model collapse. Some keyword collapses the whole variance in the diffusion process. Infuriatingly.
>>
File: 753754.gif (3.77 MB, 256x448)
3.77 MB GIF
the trannitors are shutting down the kinoplexatorium, goodbye
>>
File: 83145821.jpg (61 KB, 960x768)
61 KB JPG
>>110272837
show bboxes or wf? curious to see how things are structured, never messed with them before
>>
i was seated
>>
>>110274008
they can't handle your kinos
>>
>>110274008
TJD
>>
File: download.jpg (9 KB, 224x225)
9 KB JPG
please behave yourselves
>>
File: 1787723661897243.jpg (1.15 MB, 1504x2000)
1.15 MB JPG
>>
>>110274082
Please go fuck yourself. You add nothing to this board.
>>
>>110274008
I find you annoying don't come back if you keep posting the same pepe images and denoting yourself as kino. Only others can grant that title.
>>
>>
File: file.png (2.26 MB, 1184x1776)
2.26 MB PNG
>>110271241
>moss, prompt is

heres the same prompt copypasted into kromoss as is, no loras
>>
File: 1770062517454421.jpg (853 KB, 2000x1504)
853 KB JPG
>>
>>110272558
Nice style
>>
File: file.png (1.5 MB, 811x1222)
1.5 MB PNG
>>
>can't increase batch size on civit trainer
why the fuck did i hoard all this buzz if i'm just going to train locally
holy FUCK
>>
>>110274303
>Getting buzz / safety-cucked by faggotai

You deserve it for trusting faggotai and playing along with their gay system.

>also

Remember to hoard any AI resource that you like along with the pertinent information of it, in special if faggotai is involved.
>>
>>110274107
meds
>>
>>110274092
Someone is upset...

Some may need to take another break from posting...
>>
>>110274293
kek
>>
File: anima_aestheticV11_00815_.png (2.37 MB, 1344x1728)
2.37 MB PNG
>>
File: 1790635155969372.jpg (1.64 MB, 2688x1536)
1.64 MB JPG
>>
kino gen hour
>>
>>110274293
idgi
>>
>>110271241
>hot cousin Emily, (she's 19). Drunk and sloppy at 2AM, seductive expression. we were fooling around a bit after everyone went to.jpg
>>
File: ComfyUI_temp_zxstb_00018_.png (3.01 MB, 1165x1747)
3.01 MB PNG
>>
File: slop.png (2.19 MB, 1256x1672)
2.19 MB PNG
>>110273990
>view from 1m away
Because that sentence means nothing to the TE, anima was trained mostly on booru tags. Also, you are genning an image with a landscape orientation, how do you expect the model to fit a full body shot in there?
>>
File: 1775275378112292.jpg (1.33 MB, 2304x1296)
1.33 MB JPG
>>
>>110274483
Very cool and "noisy" in a way that is really unique, what did you train your lora on?
>>
File: 1785643592661761.jpg (377 KB, 832x1216)
377 KB JPG
>>
>>110274572
yes
>>
File: 1786604225065934.jpg (1.4 MB, 2304x1296)
1.4 MB JPG
>>110274536
https://shejtano.com/?view=shejtano-gallery
>>
im finding minimax good for selfies and pov videos
>>
>>110274254
>>110274414
>>110274599
Good shit
>>
>>110274599
how hard is it to tag these?
>>
>>110274599
looks a bit like soul cairn from skyrim
>>
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324 KB JPG
>>110273426
no its desirex on civital. checkpoint based on krea2
it makes this tipical alt girl
>>
File: ComfyUI_temp_fgnai_00002_.png (1.33 MB, 1248x1984)
1.33 MB PNG
Is lokr good for artists? I trained 100 pics on teh default 70 epoch run rank 8 and it barely shines through. Pic related was trained with normal lora and the artist transfers well.
>>
>>110273639
to your job tranny janny
>>
File: 1792757287900092.jpg (1.5 MB, 2304x1296)
1.5 MB JPG
>>110274621
i used gemma4:e4b which i only recommend if you care little about the quality of the captions. but even with shit captions in addition to not pruning the highly distorted ones like https://files.catbox.moe/m66yf1.jpg (with it's caption: https://files.catbox.moe/tnzhzx.txt), moss performs well
>>
try giving moss incredibly vague prompts and turn off "skiplayerguidanceditlayer" node, its very fun
>>
Thoughts?

https://civitai.red/models/2634497/snowbreak-or-noobai-eps-lora?modelVersionId=3454148
>>
>>110274641
Locon > lora, everything else provides only value by requiring less memory to train, if you have enough memory to train a lora, train a lora, the lora variants are not better than a baseline lora (researches though so because of sloppy benchmarking)
>>
>>110274675
I'm really impressed by how good its description was for it just being E4B, it only fucked up maybe 3-4 small details.
>>
>>110273525
>disabo
Debo posted MY bottles, which he for whatever reason saved. Not that I mind seeing my gens saved and reposted, but don't get us mixed up!
>>
>>110274641
also forgot to add
>rank 8
Lokr you are supposed to use full matrix (which would be like over 4k rank on lora) and tune the decomposition factor, the benefit of lokr is that you can achieve that full matrix with reasonable memory values, full matrix avoids problems lora has like intruder dimensions, the drawblack of lokr is that unlike lora it doesn't transfer well, it works well only on the model you trained.
>>
File: MiniMax_H3_01191_.webm (2.19 MB, 1344x768)
2.19 MB
2.19 MB WEBM
>>
File: debo_ic_km_00004_.png (2.82 MB, 1792x1076)
2.82 MB PNG
>>110274715
this is new schizo lore I've never heard before. I reposted someone elses bottles and that triggered some other anon for some reason?
>>
File: 1789483327189266.jpg (1.23 MB, 1552x1936)
1.23 MB JPG
>>110274599
348 imgs baked for ~13k of ~24k steps https://litter.catbox.moe/iekiex.safetensors i should probably do the full 24k
>>
>>110274768
Fuck off idiot.
>>
>>
File: 1783337672314124.jpg (1.13 MB, 1552x1936)
1.13 MB JPG
>>
Anyone tried p-h3 lora with ref2v or fl2va model? Is it any better for image generation than normal minimax?
>>
is that one lighting lora for MOSS on civitai the only one? Are there better versions on huggingface?
>>
>>110274772
Fuck off debo
>>
>>
Thoughts?

https://civitai.red/models/2634497/snowbreak-or-noobai-eps-lora?modelVersionId=3454148
>>
>>110274950
You can't even see a cleavage and bare feet if you are not logged into Faggotai. Pathetic bunch of safety-maxxed faggots.

Sample images looks nice.
>>
>>110275028
I made better pics with pony
>>
>>110274715
>>110274772
Notice how he doesn't deny his spam
Tired of ffaze and his worthless attention seeking behavior.
>>
>>110275028
>>110275039

I talked too soon, borked hands, borked hands everywhere, typical of small models. BIG Moss and BIG anima, when? Not that I'm impatient, I have Krea2.
>>
File: boaanaconda.png (1.25 MB, 1024x1024)
1.25 MB PNG
>>
File: ComfyUI_temp_ygliz_00043_.png (3.12 MB, 1165x1747)
3.12 MB PNG
>>
>>
>>110275083
tough pose to prompt, did you use boxes?
>>
>>110275134
>Her right arm with toned developed biceps and triceps is raised and bent at the elbow, with her upper arm pressed flush against the side of her head, with her hand buried in her hair, prominently showcasing the deep sweep of her latissimus dorsi and the depth of her armpits, while her left arm is held across her chest covering her small chest.
no bb
>>
>>110275083
Billie Eilish after after doing steroids and getting a boob reduction job. Would.
>>
>>110275157
I want to believe this is achievable natty.
>>
>>
>>110275174
its an achievable NUTty that's for sure haha lol
>>
File: oldboa.png (2.11 MB, 1248x1664)
2.11 MB PNG
>>110275061
lel
>>
>>110275174
It is, but not for all girls. It would require a balanced routine and not just focusing in getting a giant lower half like many women do.
>>
File: ComfyUI_temp_gacsk_00024_.png (1.26 MB, 1024x1024)
1.26 MB PNG
>>
>>110272445
i'm still using ltx2.3 is 2.5 that much better?
>>
>moss
>moss sft
>kromoss
what the hell where do I begin
I'm mostly a anima user but I wanted to try some realistic stuff
>>
>>110275245
sft, 50 steps, euler beta. all you need.
>>
>>110275245
>try some realistic stuff
Moss is most realistic but requires 50 steps, moss sft is distilled version, requires only 8 steps but less realistic (less natural), kromoss is misterious bunch of code.
>>
File: anima_aestheticV11_00820_.png (2.69 MB, 1344x1728)
2.69 MB PNG
>>
>>110275245
moss sgft is all you need.
>>
>>110275214
kino
>>
>>110275046
I mean it was obviously Debo doing it why would he deny it? And who cares what he posts after the thread is over? He usually did that to cap off a finished thread, one of his quirk chungus bits. You don't even notice it until you're looking at old threads in the archives
>>
>>110275357
nobody cares dude. stop polluting threads with your drama
>>
>>110275238
is this sd 1.5?
>>
can't wait for his early shitbake to be deleted again :)
>>
>>110274772
can you be lonely somewhere else? thanks
>>
>>110275357
Fampaitachi, just let it be. The schizos have finally (kind of) been managed. Lets ignore them so they fade into irrelevance just as their IRL existence.
>>
>>110275381
Vagueposting king award.
>>
>>110275380
SDXL
>>
>>110274599
Kino.
>>
New thread
>>110275319
>>110275319
>>110275319
>>
>>110275414
finally a cozy bake
thanks anon
>>
>>110275414
Thanks for bakering
>>
>>110274825
prompt for this one please?
>>
>>110274107
bot
>>
>>110274775
very midjourney "at home" but in a good way.
>>
real bake
>>110275467
>>110275467
>>110275467
>>
>>110275469
There's already a new thread up, delete please.
>>
>posting saved gens from previous threads to make it seem like his thread is active
>>
>>110275576
Can I get a quick rundown on who is making each thread? What are the motivation of each poster?
>>
>>110275594
Lore for trollbakes is here
>>Maintain Thread Quality
>https://rentry.org/debo
>https://rentry.org/animanon
Attention whore schizo retards basically
>>
>>110275245
>realistic
moss base, 1.9 cfg. Prompt more or less the same way you would Chroma
>>
>>110275709
One thread has the rentry links, the other don't. The one who is pro-links can't be on the links. Who is he?
>>
>>110275933
Forgot to add: turn off the LLM prompt processing, obviously. Might be useful to run it occasionally to inspect its output yourself and learn a thing or two, but obviously you want to have full control.
>>
>>110275950
The same guy who puts his name on the filenames in the thread without links.
The other guy bakes plenty of trollbakes too.
>>
>>110276024
Ok.

Debo = anti links poster, he is on them, so doesn't want them.
X anon = pro links poster, he is not on them, so he wants them.

Who is the X anon?
>>
>>110276109
Anyone who isn't debo or ani
>>
>>110274014
There are examples here:
https://openmoss.ai/MOSS-Image/

I just plop that structured json thing into a random llm and ask it to shit out something. Sometimes it doesn't fuck up rhe bbox placement. Other times I plop the image I genned back into the llm and ask it to fix shit.

There are dedicated tools for making and editing bboxes but I haven't tried them. They seem useful though.
>>
File: anima_aestheticV11_00871_.png (2.65 MB, 1232x1584)
2.65 MB PNG
i wish black girls weren't such masculine bitches



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