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

Previous: >>110219098

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

>Local Text
>>>/g/lmg

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
Also >>>/trash/pdg

Please include this in your future bakes.
>>
>>110223836
pdg is a good thread
>>
File: ComfyUI_temp_ohaal_00290_.png (3.05 MB, 1165x1747)
3.05 MB PNG
>>
blessed thread of frenship
>>
File: file.jpg (325 KB, 1536x2048)
325 KB JPG
>>110223797
lol it looks great, thanks
>>
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987 KB JPG
>>
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44 KB JPG
>>110223870
>>
File: MOSS_02179_.png (1.4 MB, 1184x1776)
1.4 MB PNG
>>
>>110223874
post an example of "low angle"
>>
You can really just prompt moss for anything and it'll give it to you, huh

Did imggen just get solved?
>>
posting my sdxl stuff on civitai in galleries that everyone left more than 1 year ago :(
pls come back to sdxl
>>
File: MOSS_02186_.png (2.79 MB, 1184x1776)
2.79 MB PNG
>>110223884
so it seems
>>
>>110223836
The only bad thing about this thread is how fast /trash/ is compared to /g/
>>
>>110223836
no thanks
>>
>>110223900
I definately agree, too many NEETs who lord over starting ldg threads
>>
>>110223836
next bake pinky promise
>>
File: Nuretatako.jpg (201 KB, 832x1216)
201 KB JPG
>>110223882
it was intended to look similar to this (not mine, and not local), so this kind of angle
>>
File: krea2_joycaption_00045.png (2.9 MB, 1280x1920)
2.9 MB PNG
>>110223870
ok
>>
>>110223891
moss is like sdxl but newer and better
>>
>>110223919
Desu replace krea with moss and joycaption with Qwen 3.5 or Astra if you don't have the hardware
>>
>>110223919
give moss lora.
>>
cozy
>>
>>
File: debo_news_00017_.png (2.63 MB, 1792x1312)
2.63 MB PNG
>mfw Resource news

11/01/2026

>Sulphur-3 Minimax H3
https://huggingface.co/FusionCow/Sulphur-3

>chroma-h3: An image ("stills") fine-tune of MiniMaxAI/MiniMax-H3
https://huggingface.co/lodestones/chroma-h3

>Slopus: AI media harness for planning, generating, and editing locally
https://github.com/bitti-ai/slopus

>Scaling Transformer Energy-Based Models for High Quality Image Synthesis
https://int-lee.github.io/scalable-ebm

>MiniMax-H3 Prompt Rewriter (Ref2VA)
https://huggingface.co/lightx2v/MiniMax-H3-Prompt-Rewriter-Qwen3.8-27B-Ref2VA

>psd-layer-vae: An RGBA autoencoder for editable layered PSDs
https://huggingface.co/Yidhar/psd-layer-vae

>ComfyUI-MiniMaxH3-PrefixStream: High-performance Prefix KV Caching & Streaming Long Video Suite
https://github.com/knoic/ComfyUI-MiniMaxH3-PrefixStream

>RTX 5090 96GB Mods Confirmed by US Modder
https://shiftdelete.net/en/rtx-5090-96gb

10/31/2026

>HairDeck: Animation-Ready Stylized Hair Cards from a Single Image
https://hyzcluster.github.io/HairDeck

>MiniMax H3 X2 Detail VAE
https://huggingface.co/speach1sdef178/MiniMax-H3-X2-Detail-VAE

>Pika H3 Flex Turbo LoRA
https://huggingface.co/akhaliq/Pika-H3-Flex-Turbo-LoRA

>Primal VAE
https://huggingface.co/ostris/primal_vae

>Tessera: Production video upscaling for ComfyUI, built on MiniMax H3 — 544p to 4K/8K on one consumer GPU
https://github.com/hashu786/ComfyUI-Tessera

>Unlocking Any-Order Generation in Pretrained Autoregressive Image Models
https://github.com/Ordered-AR/unlockedadaptation

>Intrinsic Distribution Matching
https://github.com/inclusionAI/IDM

>Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-Improvement
https://agentic-videogen.github.io

>CAD-WAM: Anticipating Geometry for Text-to-CAD Generation
https://github.com/Lzy-1037/CAD-WAM

>FastSDCPU Halloween release - Fibo 2.0 Edit Turbo image editing
https://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.620
>>
>>110223820
>gays
>blacks
no.

gen a song.
>>
>mfw Research news

11/01/2026

>Triage: Skip, Skim, or Refine Attention Tiles in Video Diffusion Transformers
https://arxiv.org/abs/2610.35706

>Localizing Concepts in Visual Autoregressive Models
https://arxiv.org/abs/2610.40061

>Hy-Nomas: Towards Free-form Interactive World Generation
https://arxiv.org/abs/2610.36729

>MVRCap: Towards Comprehensive Video Captioning via Hierarchical Multi-Dimensional Verifiable Rewards
https://arxiv.org/abs/2610.36838

>Parametric Gaussian Noise Mixer (PGNM): Unified Synthesis of Camera Noise and Film Grain
https://arxiv.org/abs/2610.39868

>DiFuse: Fusing Native Diffusion Representations for Spatial Reasoning in Unified Multimodal Models
https://arxiv.org/abs/2610.39609

>UniRA: Unified Representation Alignment and Auto-Encoding for Efficient Diffusion Generation
https://arxiv.org/abs/2610.39948

>Semantic Mismapping in Generalized Category Discovery: Evaluation and Mitigation
https://arxiv.org/abs/2610.39356

>M-PFT: Angular Margin for Calibrated Prompt-Tuning of Fine-Tuned Vision-Language Models
https://arxiv.org/abs/2610.39861

>OneScene-Bench: Do Vision-Language Models Integrate Evidence Across Views?
https://arxiv.org/abs/2610.38926

>GameVerse: A Minute-Scale Gameplay Dataset for Long-Horizon Interactive World Modeling
https://arxiv.org/abs/2610.37257

>DeCoRL: Decomposed Consistency Reinforcement Learning for Multi-Image Composition
https://arxiv.org/abs/2610.39265

>Textual Response-Aware Guidance for Zero-Shot Adversarial Robustness of Vision-Language Models
https://arxiv.org/abs/2610.40309

>ACSAN: All-Convolutional Self-Attention Network Integrating Convolutional Operations with Vision Transformer
https://arxiv.org/abs/2610.35375

>EditAgent: Rethinking Agentic Image Editing
https://arxiv.org/abs/2610.39664
>>
File: ComfyUI_temp_ohaal_00292_.png (3.27 MB, 1165x1747)
3.27 MB PNG
>>
>>110223919
too plasticky
>>
File: ComfyUI_temp_ohaal_00293_.png (3.4 MB, 1165x1747)
3.4 MB PNG
>>
>>110223979
>>RTX 5090 96GB Mods Confirmed by US Modder
>https://shiftdelete.net/en/rtx-5090-96gb
this seems fake and possibly gay
>>
File: ComfyUI_temp_ohaal_00296_.png (3.76 MB, 1434x1434)
3.76 MB PNG
>>
File: MOSS_02231_.png (2.09 MB, 1184x1776)
2.09 MB PNG
>>
>>110223982
>gen a song.
I'm a good enough producer that AI music has yet to entice me outside of sampling.
>>
File: MOSS_02234_.png (2.73 MB, 1184x1776)
2.73 MB PNG
>>
File: MOSS_02235_.png (2.74 MB, 1184x1776)
2.74 MB PNG
>>110224028
>>
>>110224046
yes!
>>
>>110223991
>>110224028
kot
>>
File: ComfyUI_temp_ohaal_00301_.png (3.13 MB, 1165x1747)
3.13 MB PNG
>>
>>110223930

Sure!

https://drive.proton.me/urls/589NKVGAAW#Z4rrnsqhT2TA

Trigger is MauraR
>>
File: Subjects_06184.png (916 KB, 752x1336)
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>>110223928
I actually already have joycaption and moss

I use a uncensored version of Qwen as well. Still experimenting.
>>
File: MOSS_02253_.png (2.5 MB, 1776x1184)
2.5 MB PNG
>>
>>110224067
cheers!
>>
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629 KB JPG
lotta things i shouldve changed before pressing "generate" but oh well
>>
File: MOSS_02259_.png (2.3 MB, 1776x1184)
2.3 MB PNG
>>
>>110224067
i will save this and never use it
>>
File: MOSS_02262_.png (1.99 MB, 1776x1184)
1.99 MB PNG
>>110224093
Same
>>
File: 1775351114982494.png (731 KB, 1024x768)
731 KB PNG
>>
File: MOSS_02264_.png (2.68 MB, 1776x1184)
2.68 MB PNG
ei-brau
>>
File: 1786182898503259.png (669 KB, 1024x768)
669 KB PNG
>>
File: MOSS_02275_.png (2.63 MB, 1776x1184)
2.63 MB PNG
>>110224117
>>
File: ComfyUI_Moss_Base_00527_.png (3.83 MB, 1440x2176)
3.83 MB PNG
>>110222938
Yep, it's a pretty insane Fate Gear LoRA. Plus it can do perfect Maki Oyama voice even though it only had like 3 of her songs in there.
https://vocaroo.com/1gWtTrdtr7S7

Heads up if you're using Ruach Studio, make sure "free tempo" is disabled, which can turn itself on from just clicking on the caption box, can fuck up your generations (took me a few days to wrap my head around why my songs were coming out 7+ mins long and all slow and fucked up kek)

I might do a rentry on this one soon as the potential is so much higher than ACEStep XL.
>>
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108 KB JPG
>>
File: ComfyUI_temp_ohaal_00300_.png (3.56 MB, 1434x1434)
3.56 MB PNG
>>
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171 KB JPG
>>
File: MOSS_02289_.png (1.7 MB, 1456x1456)
1.7 MB PNG
>>
File: ComfyUI_temp_ohaal_00314_.png (2.6 MB, 1165x1747)
2.6 MB PNG
>>110224067
Definitely over cooked but thanks for sharing!
>>
File: ComfyUI_Moss_Base_00528_.jpg (1.64 MB, 1440x2176)
1.64 MB JPG
>>110224148
https://vocaroo.com/193e0eRPzkWr
I'm not even nitpicking these results kek
>>
>>110223867
>>110223797
model?
>>
>>110224402
just kromoss at 3mp
>>
File: 1782403611484067.jpg (181 KB, 1408x1056)
181 KB JPG
>>
>>110224075
those freckles look cancerous
>>
File: moss_00552_ .jpg (136 KB, 1792x1760)
136 KB JPG
>>110223982
ok gay
>>
File: debo_cg_dms_00041_.png (2.63 MB, 1792x1240)
2.63 MB PNG
>>
File: MOSS_02280_.png (1.18 MB, 1456x1456)
1.18 MB PNG
>>110224627
>>
File: 1765353251554578.png (146 KB, 1036x1206)
146 KB PNG
Does your model have a backstory?
>>
>>110224616
I hate how the tongue looks like it's going into a nipple-hole
>>
File: 00336-1323517344.png (2.05 MB, 1280x1856)
2.05 MB PNG
Is there a model that goes both ways? As in, you can feed it an image and it'll spit out a prompt and if you run it with that prompt you'll get an image that could could as well be another take on the idea of the original idea by the same artist.

One of the biggest hurdles has always been figuring out what makes any given model tick. What they respond to and how. Imagine if you could just as the model itself.
>>
>>110224781
There's a couple custom nodes in comfy that let you feed images directly to your models text encoder which sounds pretty close to what you're asking.
>>
>>110224781
There was https://github.com/deepseek-ai/Janus but it never seemed to catch on
>>
File: 1775249146951921.jpg (949 KB, 2048x1456)
949 KB JPG
>>
>>110224781
best we can do right now is VLMs or any language model with vision capabilities like qwen, gemma, etc
>>
>>110224840
nice, what model?
>>
File: 1763642146652219.jpg (904 KB, 2048x1456)
904 KB JPG
>>110224865
moss base
>>
>>110224873
base(d)
>>
>>110224849
Yeah but that only goes one way. It'll give you a prompt but it won't give you the prompt. That said, a VLLM that could either recognize styles or break them down to the point that they can be reconstructed. Lineart style, medium, color depth and palette and whatnot, I never studied art but surely lots of terms for style elements exist.
>>
>>110224066
Bro is so fucked up
>>
File: debo_kc_dms_00019_.png (3.35 MB, 1792x1240)
3.35 MB PNG
>>
>>110224889
BE NICE TO HIM
>>
File: 1772776706995146.jpg (893 KB, 2048x1456)
893 KB JPG
>>
>>110224949
dang, nice
>>
>>110224940
hey, i wanted to see that
>>
>>110224973
desu has it
>>
>>
>>110224990
i dont feel like it anymore
>>
>>110225004
this >>110225000
is the same thing just with less distortion
>>
>>110225026
i regret watching it
>>
File: 1767449613995172.jpg (861 KB, 2048x1456)
861 KB JPG
>>110224840
https://litter.catbox.moe/8w8gwlxujasxd0dz.png
>>110224949
https://litter.catbox.moe/vn2qjyg4uw6k0v91.png
>>
>>110224735
A twelve year old read this and got a chubby
>>
File: debo_kc_dms_00024_.png (2.48 MB, 1792x1240)
2.48 MB PNG
>>
File: OL.jpg (1.34 MB, 2368x3552)
1.34 MB JPG
>>
File: tmp.z6aSV4e8pY.jpg (3.9 MB, 2368x1776)
3.9 MB JPG
>low step-count gemma isn't real, she can't hurt you
>>
File: 460.jpg (45 KB, 450x338)
45 KB JPG
>>110224111
>>110224149

I don't know what are you doing but you are using the style of one of the inferior games.
>>
kinosovl
>>
>>110223979
> >Sulphur-3 Minimax H3
> https://huggingface.co/FusionCow/Sulphur-3
> Please see read.md for the README
lol
>>
File: ComfyUI_Moss_Base_00521_.jpg (1.51 MB, 1440x2176)
1.51 MB JPG
>>110224148
As for Yousei Teikoku attempt, I ran a few experimental runs and I'm sure I'm close. So far the issue has been the voice. I'm testing on tiny datasets, so after increasing the rank to get closer the model learned a little too fast. But if I'm a bit more patient, and let my earlier runs go for double or triple the epoch count, or perhaps even expand my dataset, I'm sure it'll be there too

This is at max rank and a slightly earlier epoch (still a bit fried)
https://vocaroo.com/18bcuq65Sjbg
https://vocaroo.com/1nasrnvLuCBz
https://vocaroo.com/16X14UuUV1Ii
>>
>>110224148
>>110224307
slop
>>
>>110224616
>no gay
>>
File: ComfyUI_temp_neaty_00033_.png (3.4 MB, 1165x1747)
3.4 MB PNG
>>
>>110225157
>I don't know what are you doing
screenshot from bloody roar primal fury anime vids > claude > moss-base
>nferior games.
correct but necessary as i dont think any others have lengthy anime/illustration cut scenes or really any cut scenes at all
>>
>>110225245
looks rotten
>>
boy i sure hope this >1hour long gen turns out alright
>>
>>
>>110225245
https://voca.ro/15wevl9Xusl1

Enjoy my TF2 theme mashup
>>
File: Jennyicon.png (150 KB, 356x336)
150 KB PNG
https://civitai.red/models/2912265/scissoring-women-lesbian-sexual-position-for-krea2?modelVersionId=3294310

"Not enough information? I’m kinda lazy, so please ask in comments below if you need something!"

>Charges for a Lora, too lazy to write more than one sentence in the description. I don't like that and I'm a pirate, so, free lora: https://filebin.net/5pkbmv9et4e147lo


>>110225254
Bloody Roar 2 story mode is a whole visual novel and it looks fantastic.
>>
>>110224840
titled "you missed one"
>>
>>110225269
Bro your shit stinks
>>
File: debo_kc_dms_00036_.png (2.49 MB, 1792x1240)
2.49 MB PNG
>>110225236
yea idk why theres no documentation
>>
>>110225289
https://voca.ro/12SKzfX07kmI

ty anon
>>
https://voca.ro/1aJH8dnqk5Nv

fatass.wav
>>
>>110225304
Either my Japanese is not as good as I thought it was or that's total gibberish.
>>
File: debo_kc_dms_00039_.png (2.46 MB, 1792x1240)
2.46 MB PNG
>>110225317
it is, in fact, total gibberish
>>
File: tmp.9K3gVdr75T.jpg (3.93 MB, 2368x1776)
3.93 MB JPG
>>110225259
thank fuck
>>
>>110225369
ldg lmg <3
>>
>>110225269
Nice, did you train on it or is that just a cover?
>>
>>110225369
That took an hour?
Damn makes me appreciate what I got
>>
File: hq720.jpg (84 KB, 686x386)
84 KB JPG
>>110225259
>>110225369
lmao
>>
>>110225405
I'm using YuE2 Studio, I just created it as a cover using the tool in it :)

No training, this was pure prompting
>>
>>110225411
>[I] generate_image completed in 4579.90s --- image.cpp:1140
76 minutes :)
>>
>>110225420
>image.cpp
nigga what are you doing
>>
>>110225427
if i go a hair over 2MP in comfyui it bombs out from a lack of memory, that's 4MP. i normally use comfyui but it just doesn't work for this.
pretty sure it's mainly because i haven't been able to get the smaller gguf CLIP to work in my comfy moss workflow, so it's stuck with the larger int8 one instead which takes up more memory
>>
File: debo_kc_dms_00049_.png (2.51 MB, 1792x1240)
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>>110225413
why are you reposting this picture of me
>>
>>110225432
(and yes i have tried cpu offloading and a node to unload models before sampling but nothing i tried worked well, i think i hit 3MP in comfy a couple times but never 4)
>>
https://voca.ro/1hMQ9CxES3UA

You'll never guess which Legend of Korra song I used as a reference
>>
What LLM do I use to write and modify prompts with no "I can't do that request"?
>>
>>110225444
idc
>>
is there any getting around singing into civitai ? Ive been using civarchive but so much stuff is only on civit and im too paranoid to tie my email to 2foot futa cock loras
>>
>>
>>110225446
any qwen vl heretic probably
>>
>>110225446
This is what I use with gemma 12B and it never refused anything. it doesn't even try to think about it's safety guidelines.
>>
>>110225456
what front and back end are you using?
>>
>>110223919
cute gyth
>>
>>110225460
pi and comfy. the mcp tool just calls the comfy api with my workflow, it's nothing crazy.
>>
File: 1778465217796914.jpg (2.18 MB, 4096x1456)
2.18 MB JPG
>>
>>110223762
What was the prompt to the clanker?
>>
>>110225472
trade secret.
>>
>>110225472
unless you mean what was the prompt before the rewrite.
it's in there >>110223333
>>
>>110225484
No, I mean "enhance that prompt" prompt.
>>
>>110225485
>>110225473
>>
schizo calm down
>>
>>110225494
Why post in this thread if you're gonna be a useless image only posting cunt? Go post in /trash/ where you belong. This is a tech thread, not your shitty slop den.
>>
>>110225494
I can reverse with my clanker anyway.
>>
>>110225512
good.
>>
File: 200w.gif (1.64 MB, 200x244)
1.64 MB GIF
>>110225501
>>
>>110225501
>you must spoon-feed me.
>>
>>110225532
That's not the point. If you don't want to discuss the tech, it's fine. Just go to an appropriate board like /trash/ or /b/.
>>
File: 1785880832348623.jpg (1.83 MB, 2048x1456)
1.83 MB JPG
>>
>>110225546
I share and discuss generation techniques at length and often, I'm just not going to give you my personal set of instructions I use to generate my prompts.
>>
>>110225546
>>110225562
imgonnafuckingcum.com


https://voca.ro/1f9FsTiGieyk
>>
>>110225448
anyone? :(
>>
>>110225569
search up disposable emails
>>
>https://github.com/physicsdolphin/nv-uefi-unlocker
remember to uncuck your card...
>>
>>110225448
yeah it works with disposables just fine
>>
>>110225573
>>110225583
had no luck with the ones I usually use, any suggestions for one that isnt blocked ?
>>
>>110225591
>[space][question mark]
not helping you
>>
>>110225599
Why do you hate french people ?
>>
>>110225603
because you generate mixed race garbage
>>
>>110225608
Prooves ?
>>
>>110225599
why is that a problem? :(
>>
>>110225591
the ones from google search
>>
>>110225613
you're mom
>>
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3.75 MB PNG
>>110225411
if i use the 8-step lora it just ruins it, brings back the Moss Blur™ and simplifies the picture. that's 40 steps with no loras
i want to try the hires lora but it's just not working for me (as in when i add it sdcpp just quits before sampling)
>>
>>110225246
Ngl, I do hear a bit of slop in the bridge that survives across LoRAs, the LLM may be too predictable or it could be my settings/prompt types. One of the drawbacks of YuE's architecture as opposed to DiT based like ACEStep, but no complaints since it works.
>>
>>110225637
Just gen at lower res and upscale.
>>
>>110225650
how about i gen at high res then upscale?

idk what the current state of the art is for upscaling, fanciest thing i've used is waifu2x and i at least know that's out of date
>>
how do you use comfyui I don't get it fuck this gay earth
>>
>>110223921
but the loras :(
>>
>>110225675
There are alternatives you know. I'm still using A1111 forks as my go-to.
>>
>>110223884
Had been solved since Chroma days, Moss is just a refinement on top of what Chroma started (and still does better in some areas). Kromoss may be the final imagegen solution.
>>
>>110225689
Tips for prompting Kromoss?
>>
>>110225689
Kromoss somehow inherited Chromas fucky anatomy almost as if it was trained on chroma outputs and not chroma og datasets.
>>
>>110225689
>Had been solved since Chroma days
Maybe if all you prompt is bara furry cocks
>>
>>110223921
>moss is like sdxl
at first I thought so too, but it has become very clear that moss can't do anime. So unless they release a working anime fine tune like illustrious for sdxl, moss will forever be the blurry realism machine and meme generator.
Which is fine, we needed one of those anyway
>>
>>110225717
what makes it sdxl-like?
>>
>>110225695
Depends on what you're going for, Gemini Flash is good as VLM if you don't know how to describe the concept

>>110225704
>trained on chroma outputs

Not how it works, the fuckups you describe are what happens when you train on real images as opposed to attempt cheating with RLHF which turns images into slop. It's not trained on Chroma outputs because its consistency is as almost as good as Krea. Regardless, base models are always about getting the right seed, and they still know much better than a model that is outright missing the concept.
>>
>>110225236 >>110223979
so is sulphur-3 any good?
>>
>>110225722
The model is small and almost everyone can run it, it's focused on realism just like sdxl and the anatomy is complete fucking garbage so you have to reroll a bunch of time
>>
>>110225730
>Depends on what you're going for,
I was just hoping for generic "make this shit look good" shit I can spam in any prompt. The default look is way too fucking blurry for me. I wanna say SFT is just straight up better but I want to give it a chance before I completely trash it.
>>
For those unaware, there are 1 or 2 die hard chroma fanboys ITT and they'll always claim the shitty loadstone finetunes are just THE BEST.
>>
>>110225739
The devs themselves say MOSS Base isn't for inferencing.
>>
>>110225446
> modify
not getting the refusals / modifying anything that was refused probably needs an uncensored / abliterated LLM

DavidAU and LuffyTheFox (with other people's work included) should have a bunch of decent models for the usual consumer hardware
>>
>>110225746
i think all base models can be used to get good results, but the effort to tune the settings and change the negatives for every different generation makes it impractical for the average slopper
>>
>>110225746
works for me
>>
>>110225739
>make this shit look good
That's mostly just settings for Moss. So far I use DMD LoRA for Kromoss since it's still early iterations, but I guess disabling it would be a way to get rid of blur
>>
Those are massive changes compared to non-turbo version tho.
>>
>>110225899
50 step is still king
>>
>>110225732
it's not available yet
>>
File: t.png (28 KB, 753x329)
28 KB PNG
What happens when I click merge? Why would I want to merge with undercooked checkpoints?
>>
>>110225899
8-step is for people with old/slow hardware who don't want to wait very long.
also keep in mind 8 and 50 aren't the only options. depending on what you're doing i've gone as low as 20 steps without any loras
>>
File: 345685.png (25 KB, 780x321)
25 KB PNG
it's that time again. time to reclaim my disk space. kinos lost forever
>>
>>110225960
Just stop saving every shitgen
>>
>>110225963
>shitgen
they don't exist
>>
>>110225957
people always hype up base models but i rarely see gens posted that make feel like i'm missing out.
>>
>>110225987
well how do you know which ones use base?
>>
>>110225989
the blurry ones
>>
>>110225411
haha fug, it seems my configuration was bad instead of 114s/it now i'm getting 35s/it (and my gpu is even hotter). oops.
i thought it was slower than it really should have been, but i just assumed scaling up the image didn't correlate linearly with it/s since i only really do 2mp in comfy and 4mp in sdcpp
>>
>>110226013
what do you reckon was used with >>110225369
>>
>>110225989
if you can't tell the difference then whats the difference?
>>
>>110226022
juest stop using comfy, especially if you don't have top-end hardware. it's a poorly vibecoded sloppy resource hog
>>
Is there money in making AI slop videos?
>>
>>110225928
ah ok, ty
>>
>>110226030
well anon thinks the blurry ones are base, but i posted a completely blur-free image itt that is using base, so that's not it.
in my limited testing, it's probably not easy to tell which made what based only on someone else's output, it's more about how it follows your prompt. base is pickier about being given all the details details but will follow those details more consistently than sft in my experience. that is, sft stuff tends to look better out of the box with minimal prompts but may be harder to make it do very specific details with
>>
>>110226034
YT and other platforms paid slop creators for a while

some porn platforms also might still pay for AI videos or you could potentially do the odd commission (but it won't be a lot of money most likely)

going forward i guess ad companies, hollywood and so on will pay to have AI videos made until maybe they no longer need you again
>>
>>110226028
Base. The colors look washed out.
>>
>>110226059
that's because i put "saturated colours" in the negative prompt
>>
>>110225579
ty anon now my 3090 is cooking—and just in time for summer!
>>
>>110226076
>summer
its almost winter, dude
>>
>>110225722
i will add to his post that training via ostris made tool takes around eight and a half gigs with his default quant while fp16 goes only up to 14gb

sdxl bits = has depth of field and subject isolation and on top of that retard-high level of realism no model managed so far (without loras)

problem with it is sensitive code and sensitive model that collapses easily and my training test so far are not yielding optimal results
and qwen is retarded
>>
>>110226078
Way to out yourself as being ignorant of seasons.
>>
>>110226078
anon they also generate 1girl in the southern hemisphere
>>
>>110226087
ok bot. you think i didnt notice your em dash?
>>
>>110226034
The answer is always porn.
Big firms probably develop their own model and pipeline anyway.
Even the guy like foyege24 has to ride current trend. He'll become irrelevant once it over. The demand or vanilla content isn't there
>>
>>110226088
can confirm. 24C and the sun's been down for hours
>>
ok i'm using moss with the 4 step lora. is it bad?
>>
Is anyone else getting banding in dark gradients when running the Moss base at 4MP? Looks fine at 2MP, goes ftull poster-art the second I push resolution up. Re-roll doesn't fix it, so it's not seed variance.
>>
>>110226447
it worked I hate that this is the answer every time
>>
>>110226328
same aspect ratio?
>yes it matters for moss for some reason
>>
>>110226433
VAE decode precision. Force fp32 VAE tiling and it'll vanish. Costs you maybe 20 seconds and your dignity
>>
>>110226359
>>110226373
bro is talking to himself
>>
>>110226380
he's talking to someone from the future
>>
>>110226359
>>110226373
Fix your spambot bro.
>>
>>110226306
it's an ok compromise i suppose? very many steps don't necessarily get you a very conceptually and image wise clean output on MOSS anyhow tho sure I also think the non-lora version is better
>>
>>110226306
link? it's not furry's, right? that one is sloppy as hell
>>
>>110226306
moss_image_sft_4step_v2.0.safetensors ?
It's not really great imo. The detail seems to be lacking compared to 25-50 steps and better distills in other models.
Though I think it's currently the best step lora and usable overall. But I really want a better distill to arrive.
>>
File: ComfyUI_temp_izzgq_00032_.png (3.11 MB, 1536x1536)
3.11 MB PNG
>>
>>110224735
Wow, it sounds exactly like aislop. It has every single hallmark of aislop reddit writing. It's so different. I'm not like the other modelinos
>>
File: 53746.webm (3.64 MB, 448x256)
3.64 MB
3.64 MB WEBM
>>
>>110227007
>Black and White in real life (with space mechanics)
>>
>>110226745
yea. i'm now on the 8 step one. idk if better
>>
>>110227039
>idk if better
lock the seed and generate with and without it for a direct comparison
>>
>>110227037
the sequel we never got
>>
AAAAAAAAAAAAAA
HELP MEEEEEEEEEEE
>>
File: 4499.jpg (1.13 MB, 1426x788)
1.13 MB JPG
>>
>>110223921
For your limited use case. For me, it can't do art without schizo prompting, but at that point might as well pick up a brush
>>
>>110225717
For me, it slides into anime unprompted
>>
>>110227204
Wtf is schizo prompting, can you stop misusing words
>>
>>110225057
where do I get this "paintermosssampler"node?
>>
>>110225123
very nice, now lets see paul allen's gen.
>>
File: 57558.jpg (1.19 MB, 2368x3552)
1.19 MB JPG
I can do 8mp one pass in one minute 45 seconds
>>110227354
?
>>
why are ran bakes always so dead?
>>
>>110227472
Actual /ldg/ anons are getting ready for work.
>>
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453 KB PNG
>>110227505
someone's gotta pay for my ebt.
>>
>>110227472
Nobody wants to post in troll threads.
>>
If you worked a job you could afford a better gpu instead of seething here 24/7 and shitting yourself daily
>>
>>110227505
>>110227543
ran please, you never worked once in your entire life.
>>
File: 434345.jpg (1.5 MB, 2368x3552)
1.5 MB JPG
Why does he start at the exact same time every day
>>
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180 KB JPG
>>110227553
your average working person cannot afford to throw $10k at a gpu.
>>
>>110227472
>>110227543
>>110227588
omg trani the raped retard hiii!
how many new users did tranustudio get today?
why are you bringing subhuman avatarrtroon drama to our thread?
when are you hanging yourself?
>>
Current meta for anime/realistic images? I've been out of the local imagegen game since Illustrous 0.1 launched.
>>
>>110227689
I only care about anime and moss is the best for anime atm
>>
>>110227689
moss, anima-aesthetic 1.1, kroma 3.1
>>
>>110227697
XL still has far, far superior lora support. it won't come close to matching for a long time, if ever. sure, moss can create anime better if you're making OC or basic vanilla porn, but that's it.
>>
>>110227716
Spoken like a true retard, of course a mature ecosystem will have more loras, at that point your post should be ignored
>>
>>110227720
It's pointless to claim moss is better then you absolute idiot, because plenty are still using XL/Anima, therefore moss is not meta. It literally just came out. Don't ever respond to me again.
>>
>>110227738
Fuck off dent
>>
remember when anons said krea2 was the best for anime
>>
>>110227777
anyone saying anything other than anima is second best for anime is simply shitposting
>>
>>110227635
why didn't you buy it while it was 3k?
>>
Someone pop that AI bubble already so I can build a new computer
>>
>>110227797
Some people have other priorities and expenses in their life, Sasori. If your daddy bought you a house I'm happy for you, but some people have to work for their living, and latest bing bing wahoo is not gonna be the first priority.
>>
>>110227777
It was with loras but still had a lot of rough edges, Moss has better text and composition by default which makes it better. You can't beat the text and bbox functionality for complex designs and lighting ect
>>
>>110227808
i dont think the consumer market for pc parts will ever recover to what it was pre-ai boom. they're not even making 5090's anymore.
>>
>>110227828
idk what a sasori is, but my wife bought the GPU for me
>>
File: MossHR_27353_.jpg (2.09 MB, 3552x2656)
2.09 MB JPG
>Was warned there would be a long winter
>Don't prepare
>Surprised winter is upon ye
>get mad at anons that bought early even though multiple boards including the president warned you
>>
>>110227847
your wife casually bought a $3k+ gift for you? i've never even given my own family that much money unless it was a medical emergency. you're an extreme outlier.
>>
>>110227847
same but it was my wife's boyfriend instead of my wife
>>
>>110227869
pretty sure that's what he meant
>>
>>110227847
same but my baby momma bought me an RTX 6000 and 256 GB of DDR5 ram and a 1-year claude subscription
>>
>>110227861
Do you also have a bunker full of canned food because some faggot preppers are screaming about doomsday and inevitable war? Nobody's got time to listen to every faggot doomer. I wasn't even genning and playing vidya when this all happened, and when I'm back it's like scorched earth. I get it though, "fuck you I got mine" is a valid stance too.
>>
>>110227894
Nta but I'm gonna load up on canned beans soon
>>
File: MossHR_27123_.jpg (2.16 MB, 2656x3552)
2.16 MB JPG
>>110227894
I'm sorry but if you're an adult in this hobby AKA an adult that has his shit together and a decent job you should have contingencies in your possession at all times. If you fail at basic analysis as a grown man, that's on you especially when you dedicate time to the hobby. Fuck if you had basic pattern recognition you should have seen this coming after the crypto booms and covid
>>
>>110227894
>Do you also have a bunker full of canned food because some faggot preppers are screaming about doomsday and inevitable war
yeah? i always stay stocked so i can survive 6 months without leaving the house
>>
File: HGYs3oAbAAA_jiN.jpg (30 KB, 515x638)
30 KB JPG
>concept lora keeps giving me body horror
>remove lora
>model prompts the concept just fine
>>
>>>/trash/pdg
Died overnight. Will attempt to move the /hr/ since it's a much slower board.
>>
File: heh.jpg (210 KB, 1100x768)
210 KB JPG
>>110227894
You're arguing with someone who is severely mentally ill, I advise you not to
>>
File: tmp.2RBTluviJM.jpg (3.58 MB, 2640x1984)
3.58 MB JPG
still needs some work but iterating on it is slllloooowww and i need to go to sleep.

5MP!
>>
>>110227920
>if you're an adult in this hobby
Like I told you, I wasn't in this hobby for a while. Basically, since middle of 2023. I had no contingency plan for a small-time gooner "hobby", guess you are right. 3080 was more than enough back then though.
I'm not even sure what's your point here. People have no right to be annoyed at a raped market?
>>
>>110227981
I'm replying directly to the retarded post made. If that wasn't you don't worry about the reply
>>
>>110227968
he ain't arguing with neither julien nor the cripple, though, just a run of the mill avatartroon
>>
Can you point out the avatar?
>>
File: tmp.Fa8REtoxTD.png (2.66 MB, 1328x992)
2.66 MB PNG
>>110227980
couple bonus ones as i was playing with it at low res/low step count
>>
File: tmp.wxVP2q5jj0.png (2.17 MB, 1056x800)
2.17 MB PNG
>>110228027
>>
>>110228027
try gening at 1mp but do a second tiled diffusion img2img pass.
>>
>>110228033
i haven't gotten the unofficial moss reference/i2i loras to work. since i've never done that before in general i could just be using it wrong
>>
>>110227876
no I just don't have a job, but my wife does. No idea why 4chan loves the cuck meme so much

>>110227863
yes she's earning all the money for now
>>
>>110228039
You shouldn't need a lora? just feed your image back in with .4 ~ .5 denoise?
>>
what is the mascot of ldg? so i know what to gen
>>
>>110228065
a green frog called pepe
>>
>>110228053
oh yea, i forgot you can do stuff like that. i just started again after not touching this for over a year.
i did something like that ages ago as part of making high resolution upscales of sdxl stuff which normally fall apart much past 1MP natively
>>
>>110228065
ran touhou from touhou
>>
horned women make no sense. female animals never have horns. now you know
>>
>>110228106
wrong
>>
>>110228111
oh yeah prove it
>>
File: preview_00.gif (1.62 MB, 640x480)
1.62 MB GIF
>>110228033
>>110227980
i did setup previews this time which i also haven't used before since i don't normally use such slow settings (that was the full 50 steps), so i could abort it early if it wasn't going in the general direction i intended
>>
>>110228116
ask grok
>>
>>110228128
no
>>
I wonder who it is this time who desperately wants to push the thread to 300 to bake? Is it jeetjak with his cringe OP or sasori with another collage made out of low quality gay&black gens.
Either way maybe samefag talking about on topic stuff instead of incredibly retarded topics like whether female animals have horns
>>
>>110228106
Funny you should mention it I’m generating one right now.
>>
File: 1779014111337314.jpg (670 KB, 1536x1536)
670 KB JPG
>>
so is there a good recipie for moss character lora's now that the model has been out for a while?
>>
>>110228136
First part you got but everything else you are totally off
>>
>>110228182
>>110228182
>>110228182
When ready
>>
>>110228184
Thanks for baking
>>
>>110228128
there are no female horned animals she's right
>>
>>110228184
thanks anon, moving there
>>
>>110228167
How was I off again? Literally called it
>>
Why does he samefag himself with his phone?
>>
>>110228200
what do you mean?
>>
>>110228202
Who does?
>>
>>110228202
To make it look like anons want a pepe OP obviously, he's trolling
>>
So why does this guy come in here and cry all day and then vandalize OP? IDGI
>>
>>110228207
While anything but a proper collage without obvious shitposts in them is unacceptable
>frog gen > avatartroon gen
>>
He's also seething about catjak in multiple threads too. I guess he's still upset over the weekend.
>>
>>110228222
Honestly yeah. Frog bake is atrocious but its better than attention troon gen bake.
>>
Why does he keep samefagging tho?
>>
real bake? nb4 linking me to the troll bake
>>
you can tell how desperate he is with how quickly he pretends to be thread blesser and thanker keeeek
>>
>>110228182
>>110228182
>>110228182
>>
>>110227635
There's alternatives. Quadro 8000 48GB is $2K (yes yes it is Turing), 4090D/4090 modded to 48GB is $4K. M5 Macs can use ComfyUI natively now.
5090 was always a meme gamerfaggot card. Too much power draw, fast, but not enough VRAM (no, 32GB is NOT enough for many things), not enough of them made, etc...
>>
nah
>>
>>110228281
Early buyers eating bigly none of that matters.
>>
>>110228226
His ego is very bruised right now indeed
>>
>>110228195
wrong
>>
>>110228294
Don't make me tap the sign! (If you have less than 40GB you're a VRAMlet).
>>
You can't complain about the thread you get if you don't bother making a correct one. :)
>>
>>110228412
Seeing how the mod deleted the troll bake and left the legit bake made second, I guess he's ass out
>>
>>110228053
Do you just feed it into the encode to latent node or does moss have their own snowflake nodes?
>>
>>110228514
idk, but it's very easy for you to try out yourself. just vae encode your image and feed the resulting latent to the sampler.
>>
>>110228072
moss can do 3mp native without a second pass and with comfys high res lora it can do like double without



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