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

Previous: >>110138034

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 Texct
>>>/g/lmg
>>
>mfw Resource news

10/23/2026

>MOSS-Image-Edit-HQ
https://huggingface.co/akhaliq/MOSS-Image-Edit-HQ

>MOSS-Image CharRef v2
https://huggingface.co/7err4/MOSS-Image-CharRef

>MOSS image MAX ULTRA hires (9MP+) lora
https://huggingface.co/comfyanonymous/MOSS_image_MAX_ULTRA_hires_lora_test

>Latent Space Jam: Layout Guided Video Synthesis
https://latent-space-jam.github.io

>Zero-Shot Domain Generalization via Domain Prompt Learning
https://github.com/shiming-chen/DoP

>A Unified Framework for Image-to-3D Part Generation via Variable Granularity
https://github.com/Gucci233/FlexPart

>AbyssBeacon v1.5.1 - Find, track, and download LoRAs and checkpoints across six model sites
https://github.com/Tomat0223/AbyssBeacon/releases/tag/v1.5.1

10/22/2026

>MOSS Image Edit: image-editing LoRA for MOSS-Image
https://huggingface.co/chinoll/Moss-Image-Edit

>Kokon: Edit photos by describing the change, on your own computer
https://github.com/GabrieleLozupone/kokon

>FastH3 Omni
https://huggingface.co/collections/FastVideo/fasth3-omni

>Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation
https://hellorpg.github.io/looking-ahead

>HumanCentric-Scenes-AI: A Human-Curated Multimodal Dataset of AI-Generated Human-Centric Scenes Across Surveillance, Occupational Portraits, AI-Edited Images, and Short-Form Video
https://huggingface.co/datasets/Nima0Kamali/humancentric-scenes-ai

>ER-Chord: Spatially Consistent One-Step Image Editing via Equal-Energy Reliability Redistribution
https://github.com/Peizeli1/ER-Chord

>JUICE: Unified Multimodal Modeling in Pretrained Representation Spaces
https://ced3-han.github.io/JUICE-Website

10/21/2026

>8 and 4-step MiniMax-H3 PTD Ref2VA Acceleration LoRAs
https://huggingface.co/taobao-content-ai/MiniMax-H3-PTD-LoRAs

>Minimax H3 Singularity V2
https://huggingface.co/WarmBloodAban/Minimax-h3_Singularity#%E2%9C%A8-whats-new-in-v2

>Recast the Past: Stable Long VidGen with Full Context Memory
https://github.com/scottykma/Recam
>>
>mfw Research news

10/23/2026

>Direct Forcing: A Single-Stage Training Recipe for Few-Step Autoregressive Text-to-Video Generation
https://arxiv.org/abs/2610.30861

>Making MLLM Latents Matter: Factor-Aware Predictive Learning for Cinematic Video Generation
https://arxiv.org/abs/2610.30926

>GraphCAD: Geometry-Aware Diffusion on Edge-Adjacency Graphs for CAD Generation
https://arxiv.org/abs/2610.30974

>UniVOE: A Removal-Driven Framework for Interaction-Aware Universal Video Object Editing
https://arxiv.org/abs/2610.31641

>WorldForge V2: Eliciting Camera-Trajectory Alignment in Video Diffusion Models
https://arxiv.org/abs/2610.31640

>ParaLin++: Accelerating Parallel Diffusion Integrator via Intrinsic Partially Linear Structure
https://paralinplus.github.io

>HimmBO: High-Dimensional Interactive Model-Merging Bayesian Optimization for Image Generation
https://arxiv.org/abs/2610.30875

>Verus-Insight: Towards Explainable Artifact Detection in AI-Generated Videos
https://arxiv.org/abs/2610.30866

>PhyEvolve: Multi-Agent State-Evolution Planning for Physics-Aware Video Generation
https://arxiv.org/abs/2610.30717

>CAVC: Convergence-Adaptive Audio-Visual Cache for Modality-Asymmetric Diffusion Generation
https://arxiv.org/abs/2610.30854

>LoRA Superposition across Pretrained Models
https://arxiv.org/abs/2610.30691

>AnyGameRenderer: Entity-Consistent Generative Rendering Across Games
https://arxiv.org/abs/2610.31466

>ResGVC: Residual Coding for High-fidelity Generative Video Compression
https://arxiv.org/abs/2610.31039

>One Evaluation Is Enough: Inversion-Free Image Editing with Trajectory Correction
https://arxiv.org/abs/2610.30827

>Mitigating Saliency Collapse: Robust Saliency-Aware Image-Text Alignment
https://arxiv.org/abs/2610.31005

>SpectralCanary: Embarrassingly Simple Low-Frequency Traces for T2I Dataset-Use Auditing
https://arxiv.org/abs/2610.31659

>TrajCFG: Token-Wise CFG via Denoising Trajectory Feedback
https://jyliu-98.github.io/trajcfg-project-page
>>
Blessed thread of frenship
>>
>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon

Alright thread is fixed and it will have more eyes on it. Odd who post first in the thread too
>>
Moss Mode Activated

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
Why did this baker ban evade?
>>
File: moss_giger_00027_.jpg (1.79 MB, 2048x3104)
1.79 MB JPG
giger lora + comfy hires lora
>>
>>110144785
>>MOSS-Image-Edit-HQ
>https://huggingface.co/akhaliq/MOSS-Image-Edit-HQ
finally, edit model. thanks for the news as usual
>>
>>110144807
What else does he have left in life all that time is now moot so if a proper bake isn't made nothing changes because more people see the post outside of OP anyways. He'd disabled and schizo what do you expect?
>>
is he gunna start samefag spamming his news links again? sad but not surprising
>>
File: mafawf.jpg (92 KB, 1008x868)
92 KB JPG
nah unc fr crashing out rn
>>
>>110144781
Thank you for baking this thread, anon
>>110144798
Thank you for blessing this thread, anon
>>
OP sucks my Moss balls clean. - Image Generation
>>
kill ani
>>
It only took 4 bans for you to seethe at us more because we still don't accept you.
>>
Man, moss sucks. You have to write out a fucking novel to get something slightly lewd, and a book to get anything resembling NSFW. I'm know we're getting NSFW models soon, but why shill this censored shit?
>>
>MossAD-Demo (Moss Anime Diffusion)
>>
kreafag crying
>>
>>110144816
good shit anon
>>
can i use krea 2 to upscale real life photos?
>>
>>110144967
Pretty sure any model can do that, since the upscaler isn't a model itself.Hell you don't need need to load the model
>>
File: Moss-0090.jpg (673 KB, 1664x1248)
673 KB JPG
A shot from the classic 1980s NBC sitcom 'Sarah & Bunky' in which the beleaguered Sarah, played by Colleen Brookes, would on a weekly basis have to bail out and rescue her high-spirited little brother, Bunky from his latest hair-brained scheme. The show was eventually cancelled in 1985 and Brookes had difficulty adjusting to her post TV career, falling into substance abuse and sex work. In 1991 she succumbed to injuries after an incident at the infamous Snakepit club in Los Angeles in which she claimed to have figured out a way to "drink bullets".
>>
>>110144939
https://civitai.red/models/2030370/hr-giger?modelVersionId=3425128
>>
best technology to kill ani?
>>
>>110145006
but I mean like diffusion upscaling so it can add more detail like skin pores rather than just sharpening the image
>>
>>110145043
Wouldn't that be a V2V or I2V then? Which is a whole other can. Upscalers don't add anything, they just raise the video/o,age as close to the original.
>>
>>110144785
>>110144795
Thanks, dunno why some people get triggered by mfw news anon so much.
>>
File: 1789288411815397.png (2.74 MB, 2048x896)
2.74 MB PNG
>>
>>110145043
any model that can take an input image, i prompt "increase image quality" with a higher output resolution
>>
>https://huggingface.co/Rkss/Minimax_h3_fl2v_lightx2v_turbo_4to8step_768p_v4_step600_dareties_native/blob/main/minimax_h3_fl2va_turbo_multistep_v4_step600_delta_cwb_7_contrib_fro0995_pruned.safetensors
I've tried many "new" turbo lora for h3, and not a single one is better than this
What the fuck are they doing?
>>
>>110145140
great answer, that's actually very useful advice
>>
Honestly, Moss Base is good for shit post and making realistic camera photos, but what else does it do better?
>>
File: 1764045513875271.png (3.86 MB, 2304x1024)
3.86 MB PNG
>>
you need more?
>>
>>110145159
I noticed it can do multiple panels with character consistency well:
dakimakura designs, mugshots, character sheets
oh and it does blue archive halos pretty good too
>>
File: debo_s_dms_00081_.png (2.49 MB, 1792x1055)
2.49 MB PNG
>>110144906
I couldnt actually find this model hosted somewhere. only saw some posts for it

>>110145121
its one guy with mental issues
>>
>>110145226
>>110145159
sorry you said base, idk haven't tried that, just the SFT
>>
>>110145022
Nice ty
>>
>>110145232
I was being sarcastic
>>
>>110145148
Distillation for faster speeds is a deadend. Not worth the tradeoff.
>>
>>110145423
It's nice for when I'm genning as a part of roleplay. I'm not gonna spend 2 minutes waiting for an image, 30 seconds at most is what it takes me to write the next response.
>>
File: MiniMax_H3_00790_.webm (855 KB, 768x1344)
855 KB
855 KB WEBM
im just using this to play dress up
>>
>gamermode = 1
I have activated the gamermode
>>
File: Krea2_1054123.jpg (1.5 MB, 1536x2304)
1.5 MB JPG
>>
Mossy hype died and we are back to being ded again
>>
>>110145726
Shieet
>>
File: mommy.webm (3.41 MB, 768x1344)
3.41 MB
3.41 MB WEBM
>>110145583
>>
Do you expect a models hype to last indefinitely?
>>
>>110145020
that's pretty good. you should feed it to H3. also, pretty sure you don't need the grim biographical details for the prompt to work, but, hey. if it helps with your immersion...
>>
holy shit, i just jerked off for the entire day. and i still have some left in me.
>>
Really great reflections with this model
>>
>>110146017
deepfried
>>
>>110146022
Looks good to me
>>
>>110146017
Do you identify as the dark bitch?
>>
>triggered
>>
>>110145226
>moss base
>character consistency

Every different seed with the same prompt is a different person entirely.
>>
I might actually have to train a style lora for moss, damn.
>>
>>110146068
He's talking about single gens as in the character is consistent in that single image, why do we keep having anons with poor reading comprehension in this genera lately?
>>
>>110146068
within the same seed and generation, I gave examples of what I meant, also I corrected myself to mean SFT too
>>
>krea is too rigid it has no seed variation it sucks!
>nooooooo moss has too much seed variation it sucks!!!!!!!!!!!
goldilocks ass
>>
File: ComfyUI_07061.png (1.91 MB, 1184x1776)
1.91 MB PNG
>>110145752
if you want /g/ to keep talking about it it needs a moe ginjika to go with it
>>
>>110146101
Retard will never be happy, he can lora consistency if he wants but won't same as the faggots that complain about the styles of base and as we have seen once you make a lora for it it's even better than SFT. It's like they all forgot what actually is a base model and what comes with a base model
>>
>>110146110
We don't do that here gemma schizo. Most of you gemma spammers also can't run local models worth a fuck but spam /lmg/ endlessly.
>>
>>110146110
stay here gemma chad
>>
>>110146115
ignore the hostile schizo trying to shit up the thread with endless negativity.
>>
>>110146111
>It's like they all forgot what actually is a base model and what comes with a base model
Desu I think some of them never understood the concept of a base model in the first place.
>>
>>
>>110146110
>g is full of lowiq tards who need a mascot to care about anything
I wouldn't disagree
>>
minicontruct status?
gemmaprompt status?
coomkit status?
>>
File: ComfyUI_07072.png (1.94 MB, 1184x1776)
1.94 MB PNG
>>110146124
couldn't for the life me get it to stop putting something in her hair
>>
>I'm so excited you made it here to watch me perform the ceremony, anon~
https://files.catbox.moe/m1juvr.jpg
>>
>>110146110
Every time I talk to gemma she tries to rape me
>>
>>110146236
/sdg/ is down the hall pred
>>
>>110146248
great, why don't you head over
>>
>>110146236
caption the dataset better? idk
>>
>normalfags haven't found out about MOSS and are still talking about some uncensored shittune of qwen2.1
I've seen at least a dozen videos on social media like this. We are so far ahead its not even funny.
>>
>>110146260
not using a lora, would like to make one for better consistency, however
>>
>>110146264
it's a complete happen-stance i got back into opening ai image threads again like a couple days before someone mentioned moss. it's barely a week old so it'd pay to keep mentioning it for a while just so less regular visitors can know about it
>>
>>110146266
if you can use negative prompts then put that hairpin stuff into it. if not, then prompt for clean hair or something else that implies unpinned hair
>>
>>110146243
nice
>>
https://litter.catbox.moe/wdpn1xyaou6t5tlq.jpg
>>
>>110146280
i have "hair pin, hair accessories" in negative, as well as "she is not wearing a hair pin or anything in her hair" (any every combination thereof).
maybe there's a way to get it on the beret without calling it a pin? idk, i think perhaps the fact it's on headwear gives it that strong desire to put the pin somewhere near her head
>>
>>110146307
maybe try google logo sticker
>>
>>110146316
lol, i don't do any of the google logo ones. i actually don't post many gemmas myself
>>
>>110146307
>she is not wearing a hair pin or anything in her hair
remove that. if you mention negatives in the prompt, it usually adds it in. the best way is to have your explicit things in the negative prompt while prompting for implicit things in the main prompt
>>
speaking of lora's, what do people use for training moss loras?
>>
>>110146333
i tried negatives first, that was more out of desperation, since i've had some luck putting negative things in the positive prompt. i know that has the risk of making that thing sneak in somewhere anyway
>>
>>110146334
-- also what's the current go-to method of making small edits to pictures? had lots of pictures which are almost perfect and i know people can change just bits of a picture, but i haven't touched this stuff in over a year so idk what people use now and the in-painting sdxl setup i had before was pretty jank
>>
>>110146277
I was nearly tempted to point it out in the comments of each of the posts I saw but I'd prefer normalfags are kept out of the loop just a bit longer.
>>
File: moss-image_01966_.png (1.09 MB, 1024x1024)
1.09 MB PNG
>>
>>110146367
they'll find out eventually, i do like people asking what model it is posting elsewhere since high resolution gens with lots of clear text is not that common to see
>>
>>110146334
>>110146357
I used ai-toolkit using more or less the default settings. I got a really good result for a style lora, though it probably helps that moss knows that particular style better than any other model. I got a decent result for a character lora, though the facial identity wasn't dead-on. To be fair, neither was my training data.

I'm kind of interested in fizgig. Not sure if it's a meme or just gets shilled a lot on reddit but it seems like it has some pretty cool features. It appears to be very beginner-friendly so that might appeal for you.

Inpainting really hasn't changed since SDXL. There are edit models but for localized edits I think inpainting is generally still better. Edit models are very cool and worth messing around with, though. Models generally don't include dedicated inpainting models like SDXL had but the base model can usually do it pretty well on its own. There's variation in that but moss seems to do it pretty well.
>>
>>110146367
>>110146399
oh and the mixed anime+real pics
>>
>>110146357
>also what's the current go-to method of making small edits to pictures?
qwen2.1 or for small removals IOPaint
>>
>>110146402
oh you can do edits with moss? i've seen people talking about "edit models" and how moss isn't one but i haven't looked into what that is exactly
>>
>>110146425
There's an edit lora for it but I assume it is completely useless. I was talking about different models capable of editing, like qwen 2.1. With those you can give instructions like "remove the person from the background" or even sometimes "fix the hand". They are definitely cool and I've found use for them before, but usually the model is badly slopped and I haven't been able to get anything that actually looks any good out of them.

You can edit with moss by inpainting, though.
>>
>>110146461
ok ok, i'll probably try both. editing just with instructions sounds like fun. i assume it'd make more sense to use the same model that generated an image for proper consistency however
>>
>>110146334
Sd-scripts. Ironically, I find using the command line easier than using the slow and buggy apps that love to hide their error messages.
>>
>>110146461 (me)
Okay, let me try to word this less autistically because I read it over again and I don't think I made a lot of sense. An edit model generally refers to a model that can take editing instructions as a prompt. So you can attach an image and prompt "change the image to nighttime" or "replace the cat with a dog" and it will just do that. There is an edit lora for moss and I assume it sucks but I have not verified that.

Inpainting is presumably what you used to do with SDXL, and moss can do that natively, at least as well as SDXL. You mask the area you want to change and regenerate it, and it can be useful to change the prompt to get the edit you are trying to make.

>>110146489
It is fun and you definitely should try it out. I really enjoyed going through old images and adjusting the lighting. I thought I could use it to transfer a character from one image into a different image, but it kind of just does a shitty job of that.
>>
Anyone has the Krea2 Refusal Reduction V2 Lora saved? Re-starting my comfy setup from scratch and apparently the author nuked it for some reason.
>>
>>110146525
just use kroma 3.1
>>
>>110144785
>>110144795
>>110145232
fuck off unemployed cripple
>>
File: 7407843268584.png (1.43 MB, 1728x1152)
1.43 MB PNG
>>
File: moss-image_01989_.png (1009 KB, 1024x1024)
1009 KB PNG
>>
>>110146525
some guy re-uploaded
https://civitai.red/models/3008549/capitan01rs-krea2-textfusion-refusal-reduction?modelVersionId=3413867
>>
>>110146545
imagine a toot
>>
I know there's more than enough pissing and moaning in this thread but I've just got so much contempt for people who generate advertisements or corporate branding.
>>
weird way to request more gemmas but alright let me queue up another batch
>>
>>110146594
*in this website
>>
>>110146594
>advertisements or corporate branding.
Yes because this gemma design used by people who mostly use her to do cunny RP is totally brand approved.
>>
>>110146594
You're in a troll bake this is what happens. The main schizo is going to gas up the other gemma fag because he knows anons don't like it.
Dude got banned multiple times today just to do this
>>
>least obvious julianposting.
>>
>>110146601
I know there's more than enough pissing and moaning in this thread but I've just got so much contempt for people who queue up another batch and then post it instead of posting only the best images they have.
>>110146613
I'm not sure what that's supposed to mean but I assure you that it is not limited to this website.
>>110146617
Makes no difference to me. Hate branding, simple as. To the point where I hate people having fun with it. It's a me problem I guess.
>>
File: 1775651196179355.jpg (66 KB, 1024x676)
66 KB JPG
>Update ComfyUI to try a new workflow asking for update
>It breaks H3

I knew it was going to happen because 99% of the time it breaks stuff, but still I did it. I have no one to blame but myself. ComfyUI is the worst fucking thing ever.
>>
>Debo is crying
>>
>>110146657
Did you do requirements step?
>>
File: 790563520083948.png (3.35 MB, 1280x1600)
3.35 MB PNG
>>
>>110146661
Hmm I'll try that after I ask Claude. Thanks for the idea.
>>
File: moss-image_02004_.png (1.09 MB, 1024x1024)
1.09 MB PNG
>>
>>110146686
Is this Krea2?
>>
>half updates
>breaks program
>blames program
I don't want to live on this earth anymore.
>>
its ok guys
the /b/ ai thread also has its drama kek
>>>/b/955478943

ig it just comes with the territory
embrace the autism
>>
>>110146726
yes newfren, every ai general and non ai general on 4chan has drama
>>
File: ComfyUI_07083.png (1.93 MB, 1184x1776)
1.93 MB PNG
>>110146521
got all that the first time, thanks though
why would you assume the moss edit lora would suck? are edit models different enough that you don't believe a (presumably third-party) lora could cut it?

... my god i really need to get on setting up a way to edit these. this one's driving me nuts, all so close with just one wrong feature, like it's taunting me on purpose
>everything perfect... except 3 shoes
>everything perfect... except 2 shirts
>everything perfect... except short hair
>everything perfect... except now she's wearing stockings
>everything perfect... except 2 bows


>>110146594
do you mean the google logo specifically, or any fan-made anthropomorphism? you could argue the same when someone posts a character from an anime or tv show/movie as well, really.
at least you can't say i'm not contributing to the thread, i don't like spamming
>>
File: 1764248067114905.png (3.15 MB, 1408x2128)
3.15 MB PNG
>>
>>110146758
I'm stealing this and making a poster.
>>
File: debo_s_dms_00109_.png (2.44 MB, 1792x1055)
2.44 MB PNG
>>110146726
I'm seven of these
>>
File: 1792714918947973.png (18 KB, 900x806)
18 KB PNG
where kino?
>>
>>110146730
I assume it would suck for a couple reasons. First, because it was trained in a couple days by some random guy. It's certainly not impossible that it could turn out great, but I'd expect the massively funded labs to do it a lot better. Moss kind of proves that resources aren't everything, but it wasn't made by some rando, either. Second, because datasets for edit models are generally made up of synthetic images and I think the lack of synthetic images is what makes moss special. You'd be nuking the biggest advantage it has.

Also I didn't realize I was helping the same guy I was bitching about lmao. I just hate marketing and advertising, and branding is part of that. So it's mostly the logo, but I don't like mascots or moemorphs either. I know it's something people have genuine fun with but it's still engaging with marketing. It's a step up from those genuine cretins I see on reddit who literally generate advertisements for nike or some shit because they are too creatively bankrupt to conceive of something other than an ad. You are posting images and talking about generating images rather than schizo shit or drama so you're not so bad in my book.
>>
>>110146661
Oh, thanks. Yeah that's what did it. I use the Easy-Install thing because I'm a retard and it has its own update thing in a folder.
>>
>>110146811
>I didn't realize I was helping the same guy I was bitching about lmao.
lol, just so we're clear, i don't post the ones with the google logo, mine has the four-pointed star (which sometimes comes out as a regular five-pointed star). since the gemma logo specifically is shaped like that. i like that this way they don't have any blatant branding in it, too.
i just think she's cute. if you weren't told you'd never know, it's really a completely generic anime schoolgirl, like it's a pretty standard school outfit
>>
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3.48 MB PNG
>>
>>110146830
Yeah, it was the ones with the logo that triggered my autism. I can't even recognize any anime creature other than Hatsune Miku.
>>
>>110146866
which is funny, because hatsune miku is actually also a "mascot" for a software product, not from an anime. though she's actually official to the product (vocaloid, a singing voice synthesis program, she's one of many voices they offer)
>>
>>110146872
I assumed she was just cooked up by some Japanese record label so they wouldn't have to pay a woman to pretend to sing their synthesized garbage. I think I haven't been contemptuous enough of mikufags. Thank you for educating me.
>>
>>110146903
np
i'm sure you've seen a few more of them perhaps without realising it as well. yep, even teto is a vocaloid
>>
>>110146928
I don't recognize any of these, unless the one with the pink drill hair was from Katawa Shoujo in which case I vaguely remember her. I think the top left duo may be Mr. and Mrs. Genshin Impact and the bottom left may be the chinese girl from Genshin Impact.
>>
>>110146955
teto's been posted on 4chan pretty regularly since they came out around 2007
>>
holy off-topic blabbering batman
>>
>>110146971
First time in a Debo thread?
He can't help himself
>>
>>110146978
>everyone i don't like is debo
>>
>>110146987
What do you mean?
He does that daily in /sdg/. They talk more about off topic shit than on topic shit.
>>
>>110146969
Yeah, Hatsune Miku has a unique silhouette though, even if it looks fucking retarded. There are many characters with drill hair. I do think I remember there was a whole thing on /lmg/ where that character was blowing somebody to replace Hatsune Miku as employee of the month.
>>110146971
Sorry for fucking up the thread. Let me stay on topic: Brumaire is intentionally sabotaging this thread. Do not respond to Brumaire posts.
>>
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>>
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>>
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>>110146928
>>
File: moss-image_02017_.png (1.35 MB, 1024x1024)
1.35 MB PNG
>>110147097
kek
>>
File: kiss_00005_.jpg (2.37 MB, 3344x2512)
2.37 MB JPG
>>
>>110146545
hot
>>
>>110147136
that's just sick. get help.
>>
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2.2 MB JPG
>>110147201
>>
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811 KB JPG
>>
How big is the difference between 16/8/4 bit quantization really?
>>
>>110147219
do you really think anyone here knows the answer to that?
>>
>>110147219
How big? Massive.
>>
>>110147212
what are those two bottom cables connected to?
>>
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>>
>>110147219
image and video models are not as agreeable to quanting as language models are
>>
File: 1789466865843477.png (3.85 MB, 1200x1664)
3.85 MB PNG
>>
>>110147219
it depends on your error tolerance and the quant method. Like if it bothers you that in the background some stuff looks weird then extreme quanting is not for you. Int8 is considered to be nearly as precise as bf16 while being a tick faster than fp8. The native int8 convrot support on the newer comfy frontends is superb.
>>
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1.83 MB PNG
>>110147266
ejection ports
>>
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>>
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Krea 3 seems not very good at all at editing in many cases. Keep in mind this is their full API version too. I gave it three tries and the facial likeness was nowhere fucking close compared to any other model in all three. The chick in the original photo was less than 20 years old for reference when it was taken (which as you can see some of the models struggled to understand).
>>
>>110147346
>klein being the clear winner
Remarkable
>>
>>110147346
another nail in the coffin for krea
>>
>>110147346
wait, what was the test? To make her age lower?
>>
>>110147391
to accurately upscale the very low res / jpegmaxxed image while cleaning it up but not straying from the original saturated color palette / etc

>>110147355
F3K is great for editing, IDK why people are saying otherwise, the color retention / face retention / instruction following is a gorillion times better than F2K. I think what some people think is "bad" is like HOW much more accurate it is, e.g. for photos it doesn't brute-force "improve" them with drastic lighting changes and stuff the way F2K tended to regardless of prompt.
>>
File: kiss_00020_.jpg (2.33 MB, 3344x2512)
2.33 MB JPG
>>110147316
Impressive
>>
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96 KB JPG
>>
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545 KB JPG
>>
>>110147429
>F3K is great for editing, IDK why people are saying otherwise

People are saying it's extremely censored.
>>
>>110147466
ty
>>
File: kiss_00025_.jpg (1.8 MB, 2368x3552)
1.8 MB JPG
>>
>>110147429
>to accurately upscale the very low res / jpegmaxxed image while cleaning it up
Who the fuck would use a full weight model for this. Are you retarded anon?
>>
Best "flat anime" LoRA for Krea 2? I'm new to this and finding that a lot of image gen stuff is catered towards ultra-detailed AI images. I'm looking for something to replicate a typical anime TV show without all the hyper-detailed AI gloss/reflections etc
>>
File: kroma_test_098.png (1.96 MB, 1224x1632)
1.96 MB PNG
Boobs.
>>
>>110147587
>replicate a typical anime TV show
at least four of the models in OP can do it without loras
>>
>>110147601
2bh I haven't tried lora-less generation at all, I guess I should do that
>>
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2.18 MB JPG
>>
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>>110147466
If it had native refs it would be game over. But even without, it's pretty great.
>>
People can hack your computer through comfyui lol. Webslop apoc is upon us
>>
>>110147678
Good thing I'm not hosting a server
>>
>>110147710
its still webshit
>>
5060ti 16gb for $800
cop or not?
>>
>>110146247
this
>>
Any good 3D cel-shaded LoRA for Krea 2?
>>
File: 1785296930213591.png (3.45 MB, 2000x1504)
3.45 MB PNG
>>
>>
>>110145188
cool
>>
>>110147871
>800$
find 3090 at that price
>>
How do you handle multiple images with Fibo2? Refer them as Image1, Image2 or is there another meta?
>>
>>110144785
>>110144795
thanks!

>>110145232
>>110146774
>>110147624
very nice pics
>>
File: 1766106306221075.jpg (67 KB, 1200x708)
67 KB JPG
Why does comfy not have an option to pause queues? that's such an obvious feature
>>
>>110148000
Aren't 3090s considered bad since they lack bf16?
>>
>>110146402
Nice gen anon
>>
>>110148227
Yeah they're awful. Do not ever get 3090. Get something great and new like a 5070. New is always better
>>
>>110147942
need her
>>
>>110147512
it's not, it's completely average in this regard like every other model that can do booba out of the box but not vagina / penis
>>
>>110147557
someone who knows normal upscale models can't do this as well
>>
File: F3K_Distilled_Output.jpg (3.9 MB, 2048x2048)
3.9 MB JPG
i suppose this is probably what femanons look like
>>
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>>
File: 1778105991333819.png (1.13 MB, 864x1152)
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>A close-up, straight-on phone photo of an interior wall where dark reddish-brown stained oak wainscoting meets a plain cream painted wall above. The wood paneling is built with thick, heavily profiled picture-frame mouldings that jog awkwardly upward to wrap around a single small white toggle light switch: the moulding rises in a narrow notch on each side of the switch, and below it the stacked mitred trim forms a deep stepped funnel converging on the cramped white switch plate, which is painted over and set in a tight recess barely wider than itself. Below, two tall raised panels with vertical oak grain are separated by a center stile. Prominent open oak grain, small dark nail holes, slight gaps at the mitres, a yellowed edge beside the switch plate. Even, flat indoor lighting with soft shadows; the composition is centered and symmetrical, the switch at the middle of the frame where the wood meets the wall, an unintentionally absurd carpentry job.
>>
https://github.com/Zagitta/gpu-unlock

>>110148534
unsettling image
>>
>>110148318
3090 gives you more vram but its a hot and inefficient architecture, im sure 5070ti is legit faster
>>
>>110148793
yeah vram is barely relevant for ai and you don't support nvidia by purchasing outdated (and probably dangerous) hardware. always purchase the latest stuff
>>
>>110148793
try https://github.com/Zagitta/gpu-unlock with 3090 if ure on linux
>>
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930 KB PNG
>>110148717
Oh it works for BF16 too, nice.
Will test this later.
>>
>>110148813
You can act smug all you want but a 3090 is not faster than a 5070ti
>>
>>110149001
yeah 5070 might be faster until it fucking ooms. also buying new hardware in this market is extreme goyim behavior.
>>
>>
>>
>>110146724
no, moss
>>
Moss is like the correction to my delusions that i'm good at lora training. Krea really spoiled us.
>>
>>110146724
never with that shitty qwen vae
>>
Can onetrainer train MOSS yet?
>>
Guys how do we stop small models that people can load onto their GPU so they don't have to rent compute or commission LOCAL enthusiasts like me for their unsafe loras
>>
>>110149347
https://github.com/Nerogar/OneTrainer/pull/1741
>>
>>110149368
You could try blocking them on reddit and removing them from civitai?
>>
krea is dying
kreafag crying
>>
>>110146101
people aren't used to an actual base model anymore, ever since XL we just got one fried aesthetic finetune after another, promptlets having a bad time again etc
>>
>>110149525
Both of you got superceded by novelai
>>
File: 21070-336307703.jpg (2.22 MB, 1536x1920)
2.22 MB JPG
>>110149347
>>110149413
Plugging in my own question: how's anime-style LORA training for MOSS? I've got a dataset of my own shit that I used to train SDXL and Anima, but it's captioned with tags only. Is that still viable with MOSS?

2hu to grab your attention.
>>
>>110149650
https://github.com/OpenMOSS/MOSS-Image/blob/main/USERGUIDE.md
>>
Wait so are Krea2 loras compatible with MOSS?
Sounds stupid I know, but, i filter MOSS LoraS on CivitAI and it shows me almost exclusively KR2 loras?
>>
>>110149658
>Sounds stupid I know, but, i filter MOSS LoraS on CivitAI and it shows me almost exclusively KR2 loras?
they removed it for some reason from CivitAI, it worked fined until yesterday thats why I joked here>>110149416
that they banned MOSS from Civitai(caused reddit already banned them once)
Note: I looked through it, they are still there, they just aren't tagged any longer and it's much more difficult to find
>>
>>110149669
>that they banned MOSS from Civitai(caused reddit already banned them once)
kek why
>>
>>110149650
god i love fellatio gesture
>>
>>110149669
What the fuck, why? What's the issue with MOSS? Is it ran through heretic or equivalent for image models and everyone has le concerns?
I've been living under a rock just using the same one model i found a few months ago lol
>>
>>110149716
le unsafe
>>
>>110149669
>>110149716
wait they seriously purged everything moss related because it's not cucked? why does civitai even exist at this point?
>>
>>110149737
lmao, as if doing le unsafe things wasn't absolutely trivial with any of the models on civitai
>>
what is the current meta for text and image reference to image in anime style?
>>
>>110149779
maybe something like qwen2.1 which takes refs with an anime LoRA would do fine.
>>
>>110148227
>bf16
Virtually nobody uses bf16 for image gen.>>110148793
>im sure 5070ti is legit faster
retard. Memory bandwidth is the bottle neck.
Look at the jeet workflows on civitai. They all use cuck nodes so their machine doesn't explode right off the spot, when 24-32 VRAM, 1000GB/s gpu just work
>>
>>110149807
when memory bandwidth was the bottleneck with image generation
isnt it only the case when weights spill and is not what people usually call an algo is memory bound
>>
File: 1062940252551516.png (1.22 MB, 960x1728)
1.22 MB PNG
>>110149650
It'll probably work fine. Recaptioning with natural language is pretty easy though, so you could do that too.
>>
4090 user here

That card is supposed to support FP8 natively.
INT8 Convrot is supposed to superseded FP8 then we have INT8.
What should I use FP8, INT8 convrot or INT8?
Thank you.
>>
File: 53437794286281.png (1.43 MB, 1728x1024)
1.43 MB PNG
>>110149888
INT8 convrot
>>
>>110149898
Thank you.
Can you say why? I've read it make INT8 more precise.
>>
Is there a project like llama.cpp with no dependencies that I can just compile and run a server on to generate this stuff from curl? I'd like to add imagegen to my ERP bot.
>>
>>110149772
idk but I doubt it's safety given what else they're hosting, civitai is a bunch of retarded jeets who knows why they are doing what they are doing
>>
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>>110149898
So it looks good right? The Model isn't named "convrot" but comfy threat it as such?
>>
File deleted.
Getring [somewhere] with moss. Finding the description to get the fishnet to consistently go on top of the tape was a pain. Shame you still have to tard-wrangle models.
>>
>>110150064
I like how it tried to correct itself in those 2 spots. Very funny.
>>
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3.5 MB PNG
>>110149945
Well if you compare it to FP8 it's both more precise and faster, so it just makes sense.
>>110150050
That picture is showing the text encoder and a lora, so idk. But the model should be named "..._int8_convrot.safetensors".
>>
>>
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>>110149669
>that they banned MOSS from Civitai(caused reddit already banned them once)
What are you talking about, I can find moss loras fine.
>>
>>110149682
it's very erotic, too bad most models by default have no idea what it is
>>
>>110150092
The dumb fishnet errors? Yeah, call me if you find a fix for this inconsistent shit. Maybe perfect topology, quads only. Negative: bad geometry, triangles...
>>
>>110149945
because nvidia is retarded and fp8 speed is not really optimized
>>
>>110150105
/ldg/ is such a shithole lmao.
>>
>>110150105
no results for me
>>
>>110150105
I checked too, works for me also. In his defense the safetymaxxed faggots at faggotai are totally capable and willing to do something like that.

>>110150064
Inconsistent topology triggers my 3D modeling autism.
>>
>>110150105
and show the screenshot of results?
>>
>>110150178
Be sure to be on civitai.red and to be logged in. They just want you to feel safe, anon.

>>110149638
If you only generate anime and don't mind for they one day banning unsafe tags, or fucking up your workflow...
>>
>>110149638
Can NAI load custom user loras yet? No? Then it's virtually useless.
>>
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>>110150234
>Be sure to be on civitai.red and to be logged in.
okay now what?
>>
>>110150371
https://civitai.red/models/372003/shadman-styles?modelVersionId=3422844
https://civitai.red/models/764517/amateur-nudes-flux-wan-22-zit-zib-krea2-moss?modelVersionId=3417654
https://civitai.red/models/1545091/detailed-canine-penis?modelVersionId=3411840
https://civitai.red/models/942483/ski-slope-breasts-or-moss-mh3-ani-kr2-zit-f1d-pny-ill-sdxl?modelVersionId=3421632
https://civitai.red/models/1459030/hentai-studio-quality-mosskrea2animaillustriousxlzimageturbo?modelVersionId=3420914
https://civitai.red/models/311073/krekkov-style?modelVersionId=3425661
>>
>>110150401
i'm not interested in porn
>>
>>110150234
>They just want you to feel safe, anon.
No, the filters are just fucked. You can filter by MOSS and find LORAs by unticking the LORA tag in the meantime.
>>
cuckcoded slopsite
>>
>>110150434
Is an interface bug really indicative of cuckoldry?
>>
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>>110150443
yes
>>
trying to make karate kino, but the two opponents keep making out during the close quarters combat
>>
>>110150452
I'll never understand this silly fetish and the insistence with which its believers shoehorn it into unrelated aspects of life.
>>
i'll never understand people who are into dog penis/feet/armpits/children
>>
>>110150499
I'm not into dog penises alone they must be inserted into women
>>
>>110150408
why are you pretended moss loras don't exist?
>>
File: 1761895638650685.jpg (1.35 MB, 3479x1772)
1.35 MB JPG
>>110150228
>>110150371
>>
>>110150525
Looks like jeets are working hard to turn MOSS into plastic slop I wonder what our boy sarahpeterson is up to
>>
>>110150371
Is that the mobile interface? Mi filers are on the left and I don't have that "time period" option. The filters work for me, even if sort by "newest".
>>
>>110150538
Blocked a long time ago, I don't easily block as sometime a gem comes out fine like a broken clock, but man is sarahpeterson consistently awful.
>>
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>>110150408
use civitai red and remove anything outside of pg
>>
>>110150522
>are you pretended
>>
>>110150591
you are understood fine
>>
>>110150525
I don't understand the appeal of the ai "character" loras (I mean original ones, not known ones), I wish I could filter them out.
>>
>>110150616
It's a scandal! My Minimax girls don't squirt!
Also no cunny juice drops on the camera lens! Unforgivable!
I bet someone solved this...
>>
>>110149948
Sdcpp. People here are retarded and use comfy malware still when you can use llms and image models at the same time.
>>
>>110150662
Too early for you to step on the table and unload the mixture of shit and cum you've been storing in your ass. You never post workflows or gens praig.
>>
>>
>>110150722
Holly shit that's brutal.
>>
>>110147346
what was the prompt? i tested f2k and f3k and prefer f2k results so far for this kind of thing
>>
>>110150770
Would you say f2k is still better for upscaling and cleaning images for datasets?
>>
What is the max resolution before moss breaks down? I tried 8MP reading anons here and it's fine with just weird stuff once in a while.
>>
File: moss1.png (1.08 MB, 1024x1024)
1.08 MB PNG
>>
>>
>>110150784
i don't upscale photos by very much for datasets (ideally less than 2x) but that is one of the things I like f2k for. i'm hoping f3k will be better at keeping a likeness in the lower quality smaller images but so far not getting results that look any different to what i'd get from upscaling without asking to make it look better, hoping my prompt style is just shit which is why i asked about the prompt from the test above
>>
File: moss-image_02062_.png (1.45 MB, 1024x1024)
1.45 MB PNG
>>
>MOSS blowing up
>anime adoption lukewarm at best
Why is that, both models are smal land easier to run, is it because anima is anime focused and lots of people want realism as well, or is it because anima is gimped by the small TE?
>>
>>110147272
how
>>
>>110151159
anima isn't very good, there are expectations at krea2 level now for natural lang
>>
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>>110150770
example shows a stupid prompt that just worked with f2k as far as it did something other than just upscale 2x/4x/6x, don't want to write paragraphs for this kind of thing but maybe that's what f3k needs
>>
File: Krea2_turbo_00174_.png (1.51 MB, 1448x1448)
1.51 MB PNG
>>
>>110151159
anima is barely an upgrade from sdxl and runs much slower, with a worse license so there are pretty much no proper finetunes. moss is already more impressive and flexible, and it's apache 2.0, so with a decent anime tune it could blow anima out of the water. the TE is definitely a big part of that but so is the quality of its training data
>>
>>110151232
slop
>>
File: ComfyUI_temp_uvayy_00003_.png (2.95 MB, 1360x1680)
2.95 MB PNG
https://civitai.red/models/3015307/retrousse-shaped-breasts

did someone managed to download this? I had it on my list for today and it got nuked, seemed pretty good
>>
>lukewarm at best
kekkums
>>
>>110151159
Several anons have posted images that demolish NAI, we're not even at finetunes yet and it's demolishing it
>>
>>110151381
I still can't find anything like the option to just enter one image, then reuse character or/and style as basis for generation.
Sure I can make a lora, but it's nowhere as easy and quick.
>>
>>110151405
You don't understand how much is going on behind the scenes to do that, most of those flows would not work on local hardware and all they do is steal from other projects like we saw in the original NAI leak. Give it time, it's still a better model
>>
>>110151405
wait on h3-image, or hell use the h3 video edit image workflow
>>
When ready
>>110151404>>110151404
>>110151404
>>110151404
>>
>>110151338
You have to download anything you like on faggotai as soon as you see it, along with the webpage for future reference. I recommend the MHTML format for ease of storage. There is/was a torrent with 300 GB of deleted LoRAs from the SDXL era on /t/. I seeded it for like 5 TB, but the uploader didn't save any metadata for the LoRAs, so they were a little complicated to use.
>>
>>110151434
Sometimes the blessed anon is on the thread with the rentry links, sometimes is on the thread with no links. I don't get what's his objective. It seems to be a signal for carbon based bots.
>>
>>110151499
Schizo samefags to pretend his troll bake is accepted. He got banned 4 times yesterday including baking early to make this thread. I think he crashed after all the days he spent sperging
>>
>>110151520
so true xister. btw can u send a link to the cord? i lost my account
>>
>>110151421
I can guess the character description part, probably making a visual model do the description and reusing that.
For the style, no idea how they do it.

>>110151433
Still waiting for their upscaling model and attention implementation.
I always expect these companies to release one thing, promise a bunch of stuff, then never do anything again.
>>
>>110151433
>wait on h3-image
you do know you can gen pics normally with H3? It even works with ref
>>
>>110151645
yeah, thats what the whole point of the post after that part you quoted was about
>>
>>110151645
workflow pls
>>
>>110151722
I dont use Comfy, but you can find plenty online, anon
>>
>>110151221
settings? are these bases also or distilleds?
>>
>>110151221
the F2K results are plastic as fuck and all the colors are wrong though
>>
>>110146545
Why is she pissing herself?



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