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https://vocaroo.com/1gjimJf7cdHD Edition

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

Previous: >>110161475

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
>>
Good to see a good baker is up and running again
>>
Blessed thread of frenship
>>
>>110164652
you know you can just vibecode an inference engine and front end in whatever language you want now right
theres no reason to use programs you dont like
>>
File: kromoss_bf16_00369_.jpg (3.52 MB, 2688x1536)
3.52 MB JPG
>>
>>110164604
>>110164631
My issue is more the general quality of the model, when I tried it it was awful, dunno why. So I just had it under "another train wreak by BFL" and was done with it.
Your renders are better than expected.
>>
>>110164686
I use sdcpp but I won't stop showing anons the truth
>>
>>110164686
Why do you keep lying about comfyui being safe then?
>>
>>110164699
You never post gens or showcase it
>>
>>110164660
what a well curated collage
>>
>>110164699
how's that vegan life
>>
>>110164721
Comfyui shills are like bikers and vegans combined
>>
File: 1786129974098680.jpg (3.33 MB, 4976x4076)
3.33 MB JPG
>>
gay collage, for homos
>>
>>110164695
(i am the person you were replying to)

Don't get me wrong, I don't think it's a perfect model by any means, it is a certainly more slopped than I'd like for T2I and they clearly had way too much Gippity and Nano Banana in the dataset.

But for edit it pretty much mogs, it actually can do coherent pass-through edits at up to 16MP the way they claim. So at the very least on the edit side I'll be considering any future model that CAN'T do that high to be a bit lacking.
>>
File: kromoss_bf16_00375_.jpg (2.93 MB, 2688x1536)
2.93 MB JPG
>>
File: 1776295868293188.jpg (2.98 MB, 4880x4168)
2.98 MB JPG
>>
File: moss_00407_.png (1.88 MB, 1408x960)
1.88 MB PNG
>>
File: 1779563186424549.jpg (3.39 MB, 5268x3901)
3.39 MB JPG
>>
>mfw Resource news

10/25/2026

>Qwen-Image Sharp VAE [Anima / Krea-2]
https://huggingface.co/silvermoong/Qwen-Image-Sharp-VAE

>FastSDCPU v1.0.0-beta.610: Flux 3 Image Klein OpenVINO support( 2 to 4 steps)
https://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.610

>No Signs of AI Payoff Outside the Tech Sector
https://www.apollo.com/wealth/insights-news/insights/daily-spark/no-signs-of-ai-payoff-outside-the-tech-sector

10/24/2026

>MOSS-Image Character & Style Catalog
https://github.com/ukr8b3g-cmyk/MOSS-Image-Character-Catalog

>GPU unlock 1.0.0: Unlock FP/BF16 instruction issue rate on Nvidia 3000's cards
https://github.com/Zagitta/gpu-unlock

>GPU unlock 1.1.1 — RTX 4090, RTX 4070 Ti SUPER and RTX 4060 Ti 16GB
https://github.com/JustAResearcher/gpu-unlock-ada

>MiniMax-M3.1 on AMD Instinct GPUs: Day-0 support and optimization
https://www.amd.com/en/developer/resources/technical-articles/2026/minimax-m3-1-on-amd-instinct-gpus.html

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
>>
File: 1763749677563557.jpg (3.23 MB, 5316x3869)
3.23 MB JPG
>>
>>110164760
Faggolage is pretty much another troll thread, same guy who made previous anime girl threads.
>>
Is moss turbo actually better than base?
>>
>>110164660
Thanks for bakering!
>>
File: 1771802111331466.jpg (2.88 MB, 5268x3901)
2.88 MB JPG
>>
>>110164892
The links are correct OP is free to post whatever image they want
>>
>>110164883
>>No Signs of AI Payoff Outside the Tech Sector
>https://www.apollo.com/wealth/insights-news/insights/daily-spark/no-signs-of-ai-payoff-outside-the-tech-sector
I have no idea why you even add off topic noise like this to your schizo "news"
>>
>>110164908
depends entirely on what you mean by better, but for the most part it should be
>>
Local won so hard with YuE 2 LoRAs, it's not even funny
>>
>>110165019
The Chinese who released the model didn't even intend LoRAs to be trainable at all locally, they still refused to release the tokenizer and hoped what somewhat trained was shit https://github.com/multimodal-art-projection/YuE/issues/141#issuecomment-5648560925

The dev straight up lied about plans to release it (Chinese culture I guess), likely because their team planned on commercializing it similar to ACEStep (with ACE Studio).
>>
File: debo_bl_dms_00012_.png (2.09 MB, 1792x1055)
2.09 MB PNG
>>110164992
thanks for reading the news, I appreciate it
>>
>>110165053
>somewhat trained
someone*
>>
>me when ai industry collapses and i'm able to buy a 128gb gpu for 800 dollars
>>
>>110165101
you also get laid off and your retirement accounts get liquidated
>>
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64 KB PNG
>>110165114
and i'll have a 128gb gpu
>>
>>110165101
Makes no sense to me. If these were GPU prices

>24GB
>$500
>48GB
>$600
>92GB
>$700
>128
>$800

There would be MORE GPU purchases, not less. These would be the honest prices if Nvidia were still the same company it was back in 2012. Instead all we have is
>24GB
>$3000
>Most of the that profit going to a third party

It's insane...
>>
>>110165101
>you when they'll just keep getting away with it because the entire system is a ouroboros of unprecedented corruption and no one will be held accountable ever
>>
>>110164946
How is that done, looks neat
>>
File: 1778775676369324.png (137 KB, 298x249)
137 KB PNG
>me when ai industry never collapses and i'm never able to upgrade my 16gb card
>>
>>110165139
Not only do modern GPU economics not make any sense, nobody other than Nvidia steps up to pick up the slack (AMD, Intel, etc...)
>>
File: debo_pc_dms_00003_.png (1.65 MB, 1792x1055)
1.65 MB PNG
>>110165141
the system is an ouroboros, but its on top of a hilarious amount of debt financing. the bottom falls out sooner or later when there's no one picking up the next round of debt (which we're pretty much at)
>>
>>110165168
I have a feeling all these big AI corps (ClosedAI, Anthropic, etc...) Have some kind of secret sweet deal with Nvidia to keep the consumer GPUs weak compared with cloud GPUs, to prevent there being genuine challenges to the cloud offerings.
>>
Even if the bubble doesn't burst, by 2028 new memory/chip production factories will be out anyway.
>>
>>110165186
they'll be delayed until 2029 at the earliest, then another 9-12 months for the first batch of chips to even reach market
>>
>>110165262
If I knew that I'd be a millionnaire.
>>
>>110165053
>https://github.com/multimodal-art-projection/YuE/issues/141#issuecomment-5648560925

ching ching chang chong
>>
I think overnight I will gen one-episode forgotten girls from old Star Trek episodes "wearing the infamous yellow uniform aboard the USS Enterprise" who of course also happen to have large breasts
>>
>>110165316
Did the blog factory explode
>>
>>110165316
>moss
she has an eye problem
>>
>>110165325
Yeah, I don't have 1000 to cherry-pick from yet. Base models are improving but they still are what they are

Is Moss getting an inpainting model? That would be yuge
>>
>>110165316
add "boob window"
>>
>>110165339
That was back during an era where it was embarrassing to be involved in anything nerdy.

nerdy was dirty.
>>
>>110165152
It's based on https://github.com/nisaruj/comfyui-daam , I had codex wire it into my frontend.
>>
>>110165341
The results of this experiment have been a little disappointing.
>>
>>110165354
It only works with Moss, or others too?
>>
>2026
>literally no model even VAGUELY knows what an uncircumcised penis is by default, whether it's a Chinese or Western model

Amerifats actually need to be rounded up
>>
>>110165375
Kroma knows what innie pussy is. It was surprisingly better than Chroma.1 at this. I'm not a fag so I wouldn't prompt for different penis types, but it's worth a try
>>
>>110165375
the pool is small already, as not many models even know what a penis is
>>
>>110165391
>innie pussy
based, I hate roast beef
>>
File: 1790110822078460.jpg (2.98 MB, 8286x3521)
2.98 MB JPG
>>110165374
I added moss support myself, the repo says it only works with like four models.
>>
>>
>>110165511
what is the actual use of this tool?
>>
>>110165520
highly advanced predator vision
>>
File: 1780779213139791.jpg (2.23 MB, 8286x3521)
2.23 MB JPG
>>110165520
To show which parts of the output are affected by which tokens from the prompt. There's also training applications, you can read more about the original idea here >>110165354
>>
>>110165555
>To show which parts of the output are affected by which tokens from the prompt.
thats not a use though, thats just what it does.
>>
>>110165511
What is the token map like under the hood for moss? I thought it was more rough, like Flux 2.
>>
I'll probably train a BANDMAID YuE 2 Babymetal LoRA soon, but it's still interesting how Minimax Music does that so well out of the box, considering it was a hard model to steer (though it was quite unslopped for the things it knew)
https://files.catbox.moe/8au6uh.mp3
>>
>>110165578
Wait did people actually figure out how to make loras for it?
>>
>>110165578
>Minimax Music does that so well out of the box
lmao
>>
>>110165561
The first paragraph in the repo gives you an example of a use if you can't think of any yourself.

>>110165563
I do smooth and normalize it but I haven't compared to Flux 2. I only sample two layers every third step or so.
>>
>>110165520
tagging for example
>>
File: 1792987753760.png (1.85 MB, 1280x1707)
1.85 MB PNG
Has anyone here a tutorial how to use minimax h3 for coompurposes? I
used Venice.ai to put my old crush on a pornstars body and I haven't cum this much in a while. But I don't wanna burn tons of money for it. Anyone has experience here?
>>
>>110165578
>>110165671
>>
>>110164883
So which current models use danbooru tags and which don't?
>>
>>110165729
>which current models use danbooru tags
Anima is the only current model trained on danbooru.
>>
>>
>>110165375
its ogre
>>
>>110165774
kek
>>
File: 1780194934618.jpg (1.39 MB, 4915x6060)
1.39 MB JPG
>>
>>110165729
moss has been trained on some booru tags too. their nl prompt guide even follows the anima prompting style
though there has been little curation and some tags wont work as well as others
>>
>>110164660
>>
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887 KB JPG
>>
>>110165595
I've been learning about how image gen actually works.

There are lots of weird things. if you change the prompt and set it to like 4/30, say (here this is with a Flux 2 schedule), the things you add are limited in size.

Well, they are limited in size by sigma.

It's an effect I noticed early on, thanks to a slooooowww videocard. slow videocard = sit and watch the preview (best not to scale it, turns out, scaling introduces lies).

Anyway, it's mostly like this, the field of "vision" narrows smaller and smaller.
>>
>flux2-dev-Q8_0
>>
>>110165932
sorry, this one is 6/30.

>>110165883
this is 4/30.

earlier step, ie sigma closer to 1, that = potential to be bigger
>>
>>110165582
Yep, an anon figured out Ruach Studio is a decent trainer for it via some city pop LoRAs, so I went and tested it and got great results
>>110156534
>>110164115

The UI and Studio is not ideal, it's a bit of bloat and probably requires 24GB to train. Plus this is not the official tokenizer, just the community one, but it's darn good compared to ai-toolkit and Comfy, as well another UI I had tried (HOTStep.cpp). No idea what kind of wizardry these Russians have going on in their YuE code.

>>110165702
ACEStep is great for slower BPM songs/LoRAs, but it falls apart with the specific genres I trained there in terms of faithfulness (higher BPM songs have noticeably more artifacts on ACEStep, whereas on YuE they don't have any), lyrics get cut off a lot often times requiring re-genning (all of my YuE generations have been 100% perfect), and the voice is slopped.
>>
>>110165936
You don't like flux 2 dev?
>>
>>110165944
Test YuE at singing the numbers 1-100 in various languages (you get a clank to write it out, you can add some manual breaks to make it easier - some clank may be smart enough to add syllable breaks)

syllable breaking is a trick that works with ace step, and it's something you may not realize. It worked with Udio too.

Example, your sentence:

>>110165944
ACEStep is great for
slower BPM songs LoRAs
but it falls apart
with the specific genres.

I trained there in terms
of faithfulness higher
BPM songs have noticeably
artifacts on ACEStep

whereas on YuE
they don't have any
lyric... etc

it strongly favors quatrains
>>
>>110165956
>>110165944
they all have artifacts, you must be deaf
the only way to get rid of them at the moment is to make an agent to synthesize in a daw iteratively
>>
>>110165981
>they all have artifacts, you must be deaf

Nah, they sound closest to source data by far. I've trained ACEStep versions, I know what the artifacts sound like, nothing like these songs anon, trust me. The voices really sound like that. What you think are artifacts are actually features in my data. Only thing is the Fate Gear may be a little bit fast/out of pace from those samples I shared likely due to bpm mismatch.
>>
File: Krea2_turbo_01468_.png (1.49 MB, 896x1152)
1.49 MB PNG
>>
File: Krea2_turbo_01471_.png (1.28 MB, 896x1152)
1.28 MB PNG
>>
I've been out of the game for a while... any anons willing to give a qrd of the current meta for gens?

I came across the chinese RTX 3000/4000 series gpu unlock this week and it piqued my interest for genning again... Last time I ever messed around with anything, illustriousXL was the best model around but I couldn't really get anything interesting without artifacts coming out of it
>>
>>110165944
>for slower BPM songs/
ace can do fast too
will post some day no time now
lyrics cutting off = wrong key and bpm combo
>>
>>110166084
There are a lot of options now, SDXL dark age is over:
Anima for booru coom like illustrious, it's slower but more stable and capable than it
Krea2 for other images. It's dope. There is a tune of it called Kroma as well.
Moss arrived recently and some people use it, though I haven't tested it yet.
I also skipped over Qwen 2.1 that some people use.
Image editing I dunno. Flux Klein 9B used to be meta. A model called Fibo arrived recently but I am not sure how exactly they compare. Some people also use H3 for it somehow.
Minimax H3 is undisputed king of video
>>
Isn't Moss edit model as well?
>>
>>110166084
You might be also be interested in newer int8 convrot quant for larger models depending on how much VRAM you have.
>>
File: 2121.jpg (967 KB, 1573x876)
967 KB JPG
https://vocaroo.com/13gsujBJ7t8D
>>
>>110166152
SFW and NSFW things MOSS can do:
https://gofile.io/d/bKh85UbP

literally go try it, what do you lose
train a style or five though. you'll wanna have a mix to balance base capabilities + anime style.

it's super fun, I'm having a blast
>>
>>110165981
I'm talking about just like skipping numbers. It's super obvious if you use numbers. German numbers are hard.

Lyra makes mistakes :^) (useless for this)
>>
File: selphie_00008_.webm (1.87 MB, 1120x736)
1.87 MB
1.87 MB WEBM
>>
>>110166191
Yeah I intend to.
I am just coming back from a two month break to slopping myself and testing other stuff first.
>>
Moss SFT-trained character lora protip: you CAN do your character lora + turbo lora, but the likeness will be enormously better if you use the "Base" turbo lora (left here) as opposed to the actual "SFT" one (right here). Knowing this it's not actually clearly to me that training any lora on SFT makes sense, it almost certainly is the case that they should all be trained on Base and used on either, as far as I can tell.
>>
>>110166211
these were literally the same seed by the way, should have mentioned that, same everything settings wise
>>
>>110166211
Dayum, you made her face even more uggo than mid unmaked up look
>>
>>110166227
We get it you're gay.
>>
>>110166229
Her eyes look like she's on drugs bro
>>
redpill me on MOSS lora training settings. I've trained one lora on default ai toolkit settings and it turned out fine. How about higher LR and less steps? Down from 3500.
>>
>>110166231
that's what she's supposed to look like (probably because she is)
>>
>>110166231
She was listening to I-Doser Cocaine
The healthiest way to do cocaine!
>>
>>110166234
Moss seems to be relatively flexible just like krea2 as long as your dataset is +30 images, so you could just double LR and half steps and it would most likely work
>>
>>110166237
Nah that's Billie Eilish whole personality
>>
>>110166243
who?
>>
>>110166242
ani said that moss learns much better than kreea or tranima did. it really is a gem of a model
>>
>>110165817
>>110165774
will this work with i2i at low denoise?
>>
>>110166251
Generational representation of the zoomer
>>
Kill ani
>>
>>110166262
>I was talking to a jeetjak baiting for responses
damn, give me my 10 seconds of typing back
>>
>>110166276
what do you mean?
>>
>>110166281
>>110166273
>>
>>110166286
what? you're weird
>>
>>110166234
1e-4 CAME, 1500-3000 steps max.
clean up your data, pick your best only.
two input caption formats are my favourite:
booru tags + JSON bounding box captions
post training, cut blocks lora_unet_layers_([0-9]|1[0-9]|3[6-9]|4[0-1])_ or whatever your naming convention is., 0-19, 36-41.
that sorts you a style that can be very flexible and still decently accurate.
>>
>thinking of trying new models
>need new tools/new ui
>try new ui
>breaks
>look for fixes
>just update drivers 5head
>new drivers are dysfunctional
guess I'll stick with sd2 checkpoints for now. I do not want to wank on a perfectly functional operating system by ramming some new slopware driver into it
every day I get closer to wanking out a nn model that doesn't depend on veritable gigabytes of python wank
>>
>>110166303
>JSON bounding box captions
What do you use for this?
>>
so comfy ui gives me a white screen where im forced to turn off the pc manually now
this is in the linux logs
>*ERROR* Unsupported screen format RA24 little-endian

im going to assume its a recent linux fedora update fault
>>
>>110166330
Quick skimming on google tells me it is AMDGPU drivers fault.
>>
>>110166340
it just started on friday, was genning and it crashed
pc works normally, can play vidya and everything but comfy UI is instant crash now
guess ill wait a week or 2, and go back to doujins and jav
>>
>>110166359
--enable-triton-backend
Probably will perform badly but does this arg help?
You might also try sd.cpp, I dunno if it works with Amd, and it is a lot less capable than Comfy but it can run newer models.
>>
>>110166318
https://github.com/GKartist75/Wan2GP-Desktop-Tauri
https://github.com/Haoming02/sd-webui-forge-classic/tree/neo?tab=readme-ov-file#stable-diffusion-webui-forge---neo
>>
>>
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>>110166327
I asked deepseek to make me a UI.
Just follow the MOSS-Image bounding box documentation and it can produce similar.
I then asked deepseek to vibeslop adapt my training env to allow for mixing txt/json according to a win rate (75% of the time we use JSON) and fed in the captions.
works great to isolate stuff like sweat droplets.
>>
>>110166506
Oh I though there was an AI model that outputs JSON without fucking up.
Cool project though.
>>
File: My Kroma Blog.png (811 KB, 832x1216)
811 KB PNG
So I have been testing Kroma ODP for the last few hours and will blog my thoughts.
Let's start with the positives:
The seed diversity is impressive for a step distilled model.
It seems to retain Krea's text capabilities. This is not something you can unfuck with post-training tricks so this is strongest proof that Lodestone hasn't raped the model completely with schizo training methods like his other models.
The neutral:
It's the most stable thing Lodestone has ever released. Genuinely surprised. This comes with the caveat of "Lodestone has ever released". It's still significantly less stable than Krea2, I would say around 15% of gens have some anatomy issue, often minor details but sometimes bigger deformities. Haven't encountered a true nightmare creature yet but I think I will run out of luck sooner or later. This is neutral in contrast to Lodestone's track record and because I think the stability is ultimately on the usable side.
Lora compatibility and stability is degraded, though many still seem to work.
The bad:
Character knowledge is damaged. It's still able to do quite a bit, but it is no longer able to consistently draw characters Krea could do consistently.
The situation is even worse with 'irl characters'.
I couldn't find any new styles it learned. Maybe it learned some furry artists or whatever, but I don't know any to test.
Prompt comprehension is worse than Krea.
It's biggest flaw is "What is this for?" issue. Ok it's kinda creative without going full schizo like other Lodestone models but what else? Probably does some animal fucker fetish shit, but that's irrelevant for me. It knows some NSFW concepts, but Krea with Refusal Reduction Lora and SNOFS 1.4 is much better at that. I don't know, I will probably keep it on my drive for while but for how long I am not sure.
Still, I expected everything positive I've heard about it to be gaslighting and shilling from his furry cult as always so I went with no expectations and was pleasantly surprised overall.
>>
>>110166582
informative blogpost, I've come to a similar conclusion where I don't quite see the target audience, besides people who dislike using loras?
>>
>>110166385
I dont want to keep crashing my pc/gpu, it seesm to be driver related, I can pl;ay vidya just fine, no game or anytthing has crashed, so, ill just leave it be for now, and catch up on my manga and doujins, maybe actually play some h games
>>
anyone else facing severe slowdowns on new comfy pull? this piece of garbage is unusable lately
>>
>>110166422
already tried, same wank
if anyon actually wrote anything new for this godforsaken sloptrain there probably wouldn't be gigabytes of dependencies
the idea of a stable api is alien here
>>
>>110166790
Yeah I stopped bothering with this shit. Honestly comfy feels like using something made by openai lately. Soulless corpo gtarbage full of spyware. I'm looking into alternatives.
>>
>>110166813
>I'm looking into alternatives.
anything good so far?
>>
>>
>>110166879
SwarmUI looks a little bit more sane than C*mfy but it's still based on the same corposhit, so it would be pretty pointless. I liked the ui at least.
My next choices are wangp and anistudio, I'll post here when I try them. Probably will start with anistudio, the performance gains from abandoning python should be astronomical, and it's a fully foss community project made by anon who posts to this board. If it's good I'll be happy to use it
>>
>>110166908
thanks anistudio looks interesting
i've heard about it and apparently it's sort of controversial ijn those threads for some reason
>>
>>110166908
>>110166937
totally organic conversation you're having with yourself bro
>>
File: vlcsnap.jpg (424 KB, 1920x1034)
424 KB JPG
>>110166887
Was this your inspiration? And could you get him to re-fuck Germany?
>>
damn found this old anima preview 1 gen i did
>>
>>110166813
>full of spyware.
how so?
>>
>>110166937
>apparently it's sort of controversial ijn those threads for some reason
It really isn't.
Mostly it's just one obsessed schizo shitposting about it. You can see him seething already.
>>110166971
Analytics, daily usage and model hash pings etc. Has been discussed dozens of times already
>>
>>110166972
>Analytics, daily usage and model hash pings etc.
can i deactivate that?
>>
>>110166976
Maybe if you fork it and can go through millions lines of code yourself and ignore binary blobs (you can't actually).
>>
Why do people just go on the internet and lie?
>>
>>110166964
>Was this your inspiration?
just some wh40k jank by gemini
>>
>>110166998
so can i deactivate the "spyware" or not?
>>
>>110167042
can you deactivate spyware on chatgpt website?
the answer is "No".
same goes for cumfart
>>
>>110167042
comfyui portable isn't making calls back unless you use api shit and if you're paranoid you can just block python.exe, are you done false flagging namefag?
>>
>>110167058
what do you mean?
>>
>>110167058
i'm not false flagging lol why cant i just ask A FUCKING QUESTIOIN YOU RETARDED FAGGOT
>>
fuck all of you fucking schizo retards cant even ask a fucking question without getting accused by some retard. JUST ANSWER LIKE A NORMAL PERSON faggot retard asshole wtf is this hellhole place
>>
>>110167069
You just simply can't chud, this is not the retard thread, do not retard here
>>
>>110167069
you can't
>>
>>110165440
you just haven't seen a good roast beef, it's a fine line with labia
>>
>>
>>110167166
I love it when a scene tells a story
>>
>>110167166
>hey you think we should shoot the girl behind the massive glass window?
>I dunno, she is probably retarded considering she's hiding behind a massive window
>>
>>110166967
Cool gen for that model honestly
>>
>>110167166
Kino
>>
>>110167194
anima preview1 was honestly a good model. Output is just always better than later versions since it was cooked with shitty booru datasets and retained more from the base cosmos knowledge. Finetuners would do good to just finetune it with their now knowledge abouit how to train anima than base anima.
>>
>>110167354
>since it was cooked
*since it was less cooked
>>
>>110166986
>millions lines of code
you damn gaytards

1.click on forks on the left side of the page
2. pick one that suits you the most
3. test it
4. keep it or sneed it
5. if keep it add only stuff you want as it comes out
>>
>>110166986
In two more years a local agent will be doing it for you.
>>
File: 443973931685564.png (1.88 MB, 1280x1600)
1.88 MB PNG
>>
>>110167402
ngl moss is quite good at these cover style images thanks to bee boxing
>>
>>110164660
his ass looks so tight and fuckable
>>
File: 650158344130253.png (1.83 MB, 1152x1728)
1.83 MB PNG
>>110167407
It is quite good, though I only used text, no boxes.
>>
>>110167433
even more impressive if you didn't box any bees to achieve that, I just assumed because of the rectangular layout that you'd went the easier route
>>
>>110166972
>Analytics, daily usage and model hash pings
Retard. You do realize everyone has has Claude/Codex subscriptions and can easily verify this, right? Just to sastify this paranoid autism, I did a fun scan myself of the latest ComfyUI.

Next time anyone posts this non-sense, I'm going to repost this. It's just more Ani shitposting as usual.

>The reports are mostly false, with one real exception. A local ComfyUI install has no usage analytics, no daily ping, no model-hash reporting and no binaries that phone home.

--disable-api-nodes tells the browser to block every outside connection from the UI: Sentry(error reports), the release check and Deploy to cloud.
>>
File: file.png (619 KB, 885x514)
619 KB PNG
>>110166152
SDXL illustrious for my furry stuff, too comfy to migrate away, maybe in 4-5 years once some current better alternative has had time to substantially grow its lora / checkpoint base to the same degree. Minimax-H3 with a furry pregen tho, holy fucking shit.
>>
>>110167466
ani BTFO
>>
>>110166937
Comfy is paying shills to shit on anistudio because he is afraid to lose marketshare and thus the sweet sweet api node money
>>
>>110166937
>>110167483
look at this fucking nigger
this is commical
>>
File: 1784653584946356.jpg (127 KB, 2137x430)
127 KB JPG
>>110167466
>Next time anyone posts this non-sense, I'm going to repost this.
good idea, I'm also tired of this retarded shit

>--disable-api-nodes
deprecated, use --offline instead
>>
>>110167466
> crash reports
wtf
>>
>>110167466
not sure why anyone still even entertains ani the clown.
>>
File: 480547110689791.png (2.09 MB, 1152x1728)
2.09 MB PNG
>>110167446
>>
if comfyui phoned home, i'd be in the lowest cell in a prison by now
>>
File: file.png (374 KB, 547x680)
374 KB PNG
>>110167538
>>
if comfy's comfyui phoned home, everyone would know he likes fennec anime girls, his biggest secret
>>
>>110167556
have you heard about wonderbread
>>
>>110167565
>his biggest secret
He's really good at hiding it, I would never have known.
>>
File: image_2026-10-26_019.png (3.01 MB, 1344x2048)
3.01 MB PNG
>>
Uhhh...
>>
is downloading a model really the only way to goon
all providers seem to censor anything goonable
>>
>>110167663
Yes, but even if some cloud shit model was uncensored, why the fuck would you ever risk using it. That is the equivalent of generating porn directly on NSA's network.
>>
>>110167671
What if I want the NSA to know what I goon to though, maybe that's my fetish.
>>
>>110167466
that image is fake
>>
Trani's sister owes me love love anal cleaning with her mouth.
>>
File: 7.png (1.45 MB, 976x1200)
1.45 MB PNG
gm everyone
>>
>>110167713
no.
>>
>>110167166
Why are the faces blurred?
>>
Alright, I installed the unfuck Nvidia module.
Before:

Moss bf16
129.75s
4.78s/it
57-58C

Anima bf16
70.97s
1.68s/it

Klein bf16
43.30s
2.89s/it

Krea2 int8
26.66s
2.55s/it

After:

Moss bf16
90.89s
3.21s/it
58C

Anima bf16
48.98s
1.13s/it

Klein bf16
33.05s
1.96s/it

Krea2 int8
25.30s
2.36s/it

Around 50% per step speed up for bf16, barely does anything for int8, total speed up is around 30% due to other factors. Not bad at all.
I ran my card moderately overclocked but at 100W. I temporarily set power high to test performance and I got:
Moss bf16 187W
73.48s
2.57s/it
73C
The delta between power limited and high power seems higher than normal when this unlock module is enabled. Was around 10 percent normally. The random plebbit comment I saw that mentioned it benefiting from extra power seems to have a point. I really don't like loud fans and hot GPUs, but this is almost making me reconsider.
Anyway maybe someone found this useful.
>>
>>110167713
how can looksmaxxing give me a perfect square jaw and butt chin

oh wait, i forgot beards existed so i can just hide behind that
>>
>>110167831
This was my test without using comfy kitchen/sage attention, only pytorch
I bet if I turn it on, the gap will be smaller.
So if you already use attention + int8 + fast fp16 accumulation, there is not much else to gain
>>
>>110167516
does it know masamune by itself? Character design looks a bit like it.
>>
>Try to generate a post apocalyptic combat scene
>Comes out cartoony
>Load up "realism" loras
>comes out cartoony
>Load up a general smut realism lora
>Quality of the image drastically improves despite it having nothing to do with smut
Gooners are single-handedly responsible for making AI image generation commercially viable.
>>
>>110167831
>>110167854
Thanks anon, I'll try it soon too.
>>
>>110167869
just us a skin detailer lora and learn how to prompt
>>
>>110167831
My card is 3060 btw, apparently I forgot to add that.
>>110167854
Is the Minimax int8 the one on the Comfy-Org repo? Interesting that it gets a speedup despite the fact that other int8s don't.
>I bet if I turn it on, the gap will be smaller.
Sage and Comfy attention turn attention mechanism to int8 from fp16 I think, so yeah it would decrease gains probably.
>>110167871
Good luck, feel free to report gains.
>>
where do we get those comfyui defenders ready to whiteknight cumfart any day of the week? not suspicious at all
>>
>>110167924
Go away
Your mother owes me baby making sex to replace you.
>>
File: tifa_00633_.webm (1.91 MB, 1216x672)
1.91 MB
1.91 MB WEBM
>>
See how desperate these paid comfy shills are
A proper desktop app will fuck up your whole business model and there is nothing you can do about it
>>110167466
>>
>>110167924
>90% thread uses comfyui daily
>have been for multiple years
>same schizo spreads blatant misinformation daily
>hurr why so many ppl defending comfyui???

It's a mystery, Ani.
>>
>>110167936
merntal illness: the post
>>
>>110167944
True
There's a reason /adt/ voted for placing AniStudio as first UI in their OP
>>
>>110167965
>>110167944
why are you talking to yourself
>>
>>110167959
I'm your bull
>>
>>110167918
>Is the Minimax int8 the one on the Comfy-Org repo? Interesting that it gets a speedup despite the fact that other int8s don't.
It has some bf16 layers.
>>
Is there a formatting to make moss recognize danbooru artist tags, I haven't had any luck yet
>>
>>110167967
Go away cumfart shill
The people are tired of the python bullshit
>>
>>110167978
Please stop ban evading to seethe and shit yourself daily cuck San. Brown man took comfy from Ani and he will never have access to him again
>>
File: sa.jpg (937 KB, 1200x1600)
937 KB JPG
>>
>>110167972
So do Krea2 and Moss int8 models that barely change under performance unlock.
Some precise info about which ones seem to have relevant impact on performance.
Maybe there is a more efficient way to quantize, or seems worth investigating further regardless.
>>
Does anyone know why is catjak so obsessed with cuck porn?
Is it a black thing?
>>
>>110166908
>>110166937
>>110166972
>>110167965
>>110167978
Such a raped bitch
No one will ever use tranustudio
How much of a laughingstock were you at that newtworking event btw?
>>
>>110168010
Why are you obsessed with him frognigger?
>>
>>110167978
i asked my ai agent if i should rebuild comfy in rust and it basically said i was retarded
>>
>>110167837
a good beard is just as beautiful anon
>>
>>110167854
>So if you already use attention + int8 + fast fp16 accumulation, there is not much else to gain
you gain better quality and you gain especially accelerated training speed.
>>
Man, why does videos over 10 seconds always get blurry with LTX and H3? No amount of prompts, or lack of complex movements stops it
>>
>>110165168
They can't pick up the slack because there's just not enough resources flowing from raw materials to end products. The entire supply line is bottlenecked HARD
>>
>>110165139
Price equalizing always has to take the increased purchases from the lower price into account. If you increase supply but not demand, the price will go down.
People buying more because the price is lower is not demand increasing. It's just unmet demand being met.
>>
File: 54979.png (2.38 MB, 896x1392)
2.38 MB PNG
>>
>>110168140
I have been generating 15 second videos for like 2 months. Nothing gets blurry.
>>
>>110168222
no.
>>
>>110168128
Even with this hack, it is still way slower than the standard setup that everyone is using. That is the point
>especially accelerated training speed.
Not my problem. I rent gpu to train
Free speed is free speed. I'm not against it, but real world gain isn't that big
>>
>>110168222
Idunno why, but your gay faggotry always gets a lol out of me
>>
>>110168241
Do you use any shot prompts in positives/negative? Also what kind of stuff are you making? It seems to happen a lot with high motion movements even if the camera itself is frozen in place
>>
>>110168252
>it is still way slower than the standard setup that everyone is using.
based on your vibes and feelings?
>>110168252
>Not my problem. I rent gpu to train
what a retarded reply.
>>
>>110168257
crossdressing is a very old and common form of humor
>>
>>110168265
Yes. Doesn't matter what I prompt, it never gets blurry.

>Also what kind of stuff are you making? It seems to happen a lot with high motion movements even if the camera itself is frozen in place
100% porn, which doesn't really have high motion movements I guess. Give me an example prompt with an input image and I'll see if I get the same results as you. It'll be about an hour before I can get to it though, in the middle of a few queues.
>>
>>110168257
well it looks funny
>>
>>110168035
He wants to get filled up
>>
just genning and listening to music
https://youtu.be/Eht8_rhVMOs?si=pJEpCOPZOYfoP7uJ
>>
>>110168269
>based on your vibes and feelings?
I ran tests. Where's your setup buddy?
Oh no, too scared to even try? Then shut the fuck up or find your local schizo to argue with your imaginary problems
>>
>>110168294
why are you even in this thread lmao. Fuck off
>>
btw, there's a windows version for the gpu-unlock now

https://github.com/impacifist/Windows-GPU-UNLOCK
>>
>>110167869
>Load up "realism" loras
found the problem
>>
File: file.png (156 KB, 453x273)
156 KB PNG
>>110168344
hum
>>
>>110168359
I'm ready for my cleaning
>>
>>110168350
>>110168359
my mother and sister would never do this. Wtf is wrong with you two!
>>
>>110167975
https://github.com/OpenMOSS/MOSS-Image/blob/main/USERGUIDE.md
>>
File: Tifa00642_.webm (1.91 MB, 1120x736)
1.91 MB
1.91 MB WEBM
>>
>>110168438
Thanks anon, this is handy.
>>
>>110168344
the background is sick here, got a catbox?
>>
>>
cozy breas
>>
What purpose this node serve for Moss?
I enabled it and it doesn't seem to do much besides making the model generate slightly different images.
>>
>>110168324
Anyone tried it? I'm a bit scared to use it first here lol
>>
>>110168605
> Turning off SLG will make the output image look very realistic, but it may also cause some details to collapse.
>>
>>110168277
i don't think this is humor for him
>>
>>110168627
Where did you get this from?
>>
>>110168358
I don't gyet it
>>
>>110168613
Fuck no. It only works with a specific brand of GPU, on a specific mobo, with a specific bios. It also fucks with your boot order, so you can't use secure boot/fast boot, all for what? An experimental speedup that barely matters because INT8 exists now.
>>
The raped "dev" tried baking another thread >>110168553
Kinda unrelated, but please remember that reporting threads and posts that break site rules (such as advertising or begging) is not only allowed but encouraged by the moderation team
>>
>>110164992
This is relevant though? Why are you malding?
>>
>>110168665
>>110168438
>>
>>110168704
what is that thread "advertising"? looks fine to me
>>
>>110168704
yet another scatjack's false flag
>>
>>110168714
Thanks. Doesn't seem to have too much effect so far but I will test it further later.
>>
>>110168729
That thread is indeed fine.
it's the thread schizo seething that he didn't get to inject his off-topic drama links
>>
>>110168704
It's really spamming / flooding since he baked so early
>>
>>
>>110168704
why are they baking threads an entire hour early
what the fuck
>>
>>110168784
hot
>>
>>110168582
it's gemma slop
https://files.catbox.moe/puehzt.png
>>
>>110168704
>>110168778
>>110168790
based self-replier
>>
Why does this schizo keep doing this and keeps screaming his enemies name?
Stop baking early
He has been getting banned for this daily now
>>
File: 82160.png (964 KB, 912x1120)
964 KB PNG
>>110168638
its both
>>
>>110168830
Objectively good gens
>>
>>110168803
retard

>durr ur editing the html
i can video record a webm if you want
>>
>>110168765
generate real life photo
if you turn it off,
image is sharper, but the chance of generating body horror also increases
>>
>>110168854
>i can video record a webm if you want
yeah do that self replier
>>
>>110168854
>what is inspect element
>what is 4chanx
fuck off already
>>
Is everyone else finding that YuE 2 has a really heavy pop bias?
You ask for an industrial techno song, you get pop techno. Even their posted examples of "thrash metal" are pop metal.
>>
>>
>>110168854
> i can video record a webm if you want
no you cant
>>
>>110168790
So it's okay for you to bake adt 2 hours early ran?
>>
>>110168877
Still would.
>>
File: 891347133388028.png (2.08 MB, 1600x1280)
2.08 MB PNG
>>110167867
Not sure, this one uses a lora. But also it's not masamune, it's morioka shinichi, nakamura hirofumi, takani yoshiyuki, terada katsuya, tsukasa jun and yamazaki masao.
>>
>>110168784
smolke weed everyday
>>
>>110168865
It won't prove shit.
>>
>>110168438
>3.0 cfg recommended
lmfao I guess some things never change. Personally I'd almost never go higher than 2.0, often lower.
>>
>>110168909
it's an arbitrary number.
>>
>>110168902
so you were lying again schizo, okay
>>
>>110168797
Thank you
>>
>>110168924
I mean that he could fake it even with webm "proof"
we all know it was samefag anyway.
>>
Looking at the troll bake it's so weird... he removed the links he should be happy but he's just spamming the thread like a schizo still kek
>>
File: ComfyUI_temp_pxrcs_00025_.png (3.34 MB, 1280x1600)
3.34 MB PNG
>>
>>110168954
He's at this for pure spite, someone make a proper bake
>>
>>110168553
>>110168553
>>110168553
When ready
>>
>>110168909
That value depends on model
>>
>>110168982
Thanks for bakering
>>
>>110168954
its schizo falsefagging to make the mfw news guy look bad. but you already know that since its you spamming
>>
>>110168982
thanks for a cozy bake
>>
>>110169004
This. It's so obvious it hurts. Schizo is losing it
>>
>>110169004
You mean the schizo with a full rentry with proof of his behavior?
The same disabled schizo that props up a dead thread that dies whenever he can't watch it all day?
There's a ton of inorganic activity in the troll bake too. You seem to do this daily and seethe when anons tell you to stop
>>
>>110169024
silence schizo
>>
>>110169024
you mean rentries full of irrelevant bullshit and conjecture from like 5 years ago? oh yeah right wow it must be debo trying to make himself look like a blatant samefag
piss off, anons aren't as dumb as you think they are
>>
>>110169030
We feel sorry for you
>>
>>110169024
The schizo is obviously angry that off-topic rentries got removed and is trying to sabotage the cozy bake with his false flag spam. Pathetic.
>>
File: schizo.jpg (1.14 MB, 1664x1248)
1.14 MB JPG
I'm a simple man. If bake has non-troll collage bake is good and bake gets my kino. All other unfathomable-lore permavirgin drama faggotry cheerfully ignored.
>>
>two years later and still cannot refute anything in the rentries
keke
>>
>>110168553
>>110168553
>>110168553
it's up
>>
>>110169072
fuck you, I'm staying here
>>
All on same seed, genned at 1248x1872. Lora was trained at 1440x1440 "base resolution" with bucketing on 96 images, natural language captions from Gemini 3 Flash. CFG 3, 50 steps, full lora strength.

Scheduler was always simple, samplers in left to right order were: er_sde, euler, heun, heunpp2, exp_heun_2_x0, dpmpp_sde, dpmpp_2m_sde
>>
File: MossSFTTurbo8StepsCFG1.jpg (2.81 MB, 8736x1872)
2.81 MB JPG
>>110169250
And this is same everything except 8 steps, CFG 1, with Turbo lora at full strength alongside the Sydney one. Importantly though this was the Base version of the Turbo lora, as the actual SFT Turbo lora seems to combine with other loras significantly worse.
>>
>>110166191

nice, what do you use for the consistent sequences of images? i always get too much variation
>>
OK so MOSS really does not offer really anything over Krea 2 IMO in the sense of lime training a lora of one person so you can gen them getting fucked or whatever, after testing a bunch. It's just not as good as the better NSFW Krea 2 checkpoints. Bukkake scenes look ridiculous for example, MOSS doesn't REALLY know properly what cum looks like. And the knowledge of a lot of other stuff is actually fairly iffy too.
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