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File: 1787462167258181.png (2.47 MB, 1920x1080)
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New Getting Started guide.

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

Previous: >>109624943

Getting Started with Local Diffusion: https://rentry.org/ldg-gettingstarted

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>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

>Minimax H3
https://huggingface.co/Comfy-Org/MiniMax-H3

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

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

>Klein
https://huggingface.co/collections/black-forest-labs/flux2

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
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/ldgcollage_v2

>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
>>
1st for shoulda made a collage
>>
File: 1774408124515051.mp4 (3.55 MB, 832x640)
3.55 MB
3.55 MB MP4
>>
Annudaone
>>
File: 580846623751011.mp4 (3.51 MB, 960x544)
3.51 MB
3.51 MB MP4
>>109628060
Soft.
>>
>>109628077
why the Google logo pin?
>>
>mfw Resource news

08/23/2026

>Krea 2 Turbo — 4-Step Distillation LoRA
https://huggingface.co/lvladikov/Krea2-Turbo-Distill-4step-LoRA

>Alibaba to issue US$10 billion in new shares for huge AI push amid strong investor demand
https://www.scmp.com/tech/big-tech/article/3364957/alibaba-issue-hk80-billion-new-shares-global-ai-push

>Nvidia Customers Notified About AI-Related Price Hikes Above 15%
https://www.bloomberg.com/news/articles/2026-08-22/nvidia-customers-notified-about-ai-related-price-hikes-above-15

>H3 Motion Context Clip Stitcher
https://github.com/noembryo/ComfyUI-noEmbryo#h3-motion-context-clip-stitcher

>Comfyui-MMH3-UltimateUpscale
https://github.com/bbaudio-2025/Comfyui-MMH3-UltimateUpscale

>FastVideo-Minimax-FastH3-Preview-v0.2
https://huggingface.co/FastVideo/FastVideo-Minimax-FastH3-Preview-v0.2

08/22/2026

>ComfyUI-H3-AudioRefine
https://github.com/Adudeguyman/ComfyUI-H3-AudioRefine

>Anima-3.8B with Qwen-3.5 4B
https://huggingface.co/lylogummy/Anima-3.8B

08/21/2026

>MiniMax H3 Super Acceleration fast draft generation and high-resolution refinement, powered by Sol Engine
https://nvlabs.github.io/Sana/Sol-Engine/H3-Super-Acceleration

>4DAnyone: Create Anyone in 4D from a Casual Monocular Video
https://4danyone.github.io

>H3 Prompt Composer Version 5.37.1
https://github.com/BMB12d3/minimax-h3-prompt-composer

>LTX-2.5 Gemma-4 12B NVFP4 for ComfyUI
https://huggingface.co/Deadshot699/ltx-2.5-gemma4-12b-comfy-nvfp4

>MiniMax-H3 Pruned Ref-Delta Fused r1024 — ComfyUI Single File
https://huggingface.co/xmarre/MiniMax-H3-Pruned-Ref-Delta-Fused-r1024-ComfyUI

>Phosphene 4.6.0 Adds Video Editor, H3, LTX 2.5
https://github.com/mrbizarro/Phosphene/releases/tag/v4.6.0

>H3 Optimizations: Standalone production optimization nodes for MiniMax H3 in ComfyUI
https://github.com/Zironic/H3-Optimizations

>MiniMax H3 known character lists
https://huggingface.co/datasets/malcolmrey/various
>>
>>109628077
Have you tried making the transformation go the opposite direction?
>>
>>109628077
mega titvolution
>>
>>109628082
She's a magical Googirle.
>>
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60 steps, 1MP for this thread too:
https://litter.catbox.moe/0mygy2.mp4
>>
Is the SLA turbo lora a meme?

https://huggingface.co/lightx2v/Minimax-h3-Turbo-SLA
>>
>>109628085
Fuck off and stop samefagging
>>
File: GODiyama and GODotaro.mp4 (3.6 MB, 832x640)
3.6 MB
3.6 MB MP4
ENTER
>>
File: gemma-stays-here3.mp4 (1.9 MB, 1248x832)
1.9 MB
1.9 MB MP4
>>109628100
In order to understand, you must be a /lmg/ user.
>>
>>109628120
a better question is why there are only fl2va loras but no ref2va
>>
>>109628151
>gemma
ah, it's the google model
please continue
>>
>>109628151
>/lmg/ user
gross, just say you're brown
>>
>>109628120
does the resolution have to be 768p?
>>
>>109628177
>>
>>109628060
One of the things I like with h3 is how much better compared to ltx 2.3 / wan 2.2 it is at maintaining a character even as their face disappear from the camera a bit.
>>
>>109628151
windows11-chan was cuter
>>
>>109628077
redo it but keep her flat
gemma is FLAT
>>
>>109628228
Good luck with making anime characters flat in H3 without references. H3 always wants to add cleavage whenever possible.
>>
>>109628151
gemma is so erotic she's helping me comply with nsfw h3 preferred prompt style
>>
>>109628241
Didn't try loli/flat characters yet but I should probably use character sheets since they are becoming quite easy to make, so maybe that would help.
>>
File: 915436253277495.mp4 (3.59 MB, 960x544)
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I'm not an /lmg/ user, but I do use gemma 4 to write my H3 prompts, it's quite good.
>>109628228
>>109628241
Yeah, like the other anon said H3 will not generate a flat-chested anime girl on it's own.
>>
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>>109628324
>>
>>109628324
someone needs to do a "varied feminine panties" finetune
>>
>>109628201
oh fuck yeah thanks for this reference I can now do photorealistic seedance 2.5 shit with gemma while I wait for my cope gens with H3
>>
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>>109628339
H3 definition of underwear is unisex picrel. You will always get that unless you give it a ref of something different.
>>
>>109628360
>You will always get that unless you give it a ref of something different.
why wouldn't prompting for thong panties fix this, at least for the front
>>
>>109628360
or just prompting for white lingerie
>>
>>
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>>109628250
Indeed she is.
>>
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>>109628383
>>109628292
>>109628201
>>109628151
>>109628101
gemma chan is a HUGE slut.
>>
>>109628353
Yet, that reference was initially made by MiniMax H3 (although it's been upscaled and color-corrected by another anon with a cloud model).
>>
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>>109628409
i like how eurasian she looks very much
>>
File: bejita.mp4 (3.18 MB, 832x640)
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why are people complaining about panties so afraid to use a reference?
>>
>>109628432
did you make that skateboard animation with the black guy?
>>
>>109628503
its mostly vramlets afraid of having to switch to ref2va from fl2va

>>109628514
>did you make that skateboard animation with the black guy?
no snowcunny isn't my tempo personally but I have access to the same service as him and I've never done seedance 2.5 with references and i fucking NEED TO STOP BEING LAZY AND GEN SOMETHING ALREADY so I actually will because I actually have an idea for a funny skit
>>
oops posted in the wrong bread. imagine baking on page 6

What's the recommended krea2 meta right now, just the turbo model and whatever loras you find pleasing
>>
I don't think this is in the official H3 guide, and it's not really implied because FL2V/T2V doesn't have a subject_definitions section in the guide like REF2V. The guide tells you about using subject definitions to reference your images, video, and audio. But I tried just putting my long ass description of the environment there as a subject with no references, because my video kept breaking the shot to focus on the environment. And it appears to work. It follows the shot instructions now and everything I ask for is still in the environment. I don't know what you would do for T2V though, it seems like if you describe anything too much in the main body the video is going to break rank to focus on it.
>>
>>109628549
ah, so it was seedance. I have no interest SFW online services. I wonder if that's possible with H3.
>>
File: beerus and nuly.mp4 (3.25 MB, 832x640)
3.25 MB
3.25 MB MP4
NUly bros don't look
>>
>>109628582
>it was seedance
yeah H3 isn't near the quality of seedance 2.5 unfortunately yet.
>I wonder if that's possible with H3.
it's not. the clips generated were 30 seconds long each. H3 only supports 15 seconds officially and once you go to 30 seconds adherence goes to shit
>>
>>109628365
>>109628374
Yeah I meant mostly when underwear are implied or not present in the image or ref yet are shown at some point.
>>
>>109628503
I doubt you would ever get something cute like that without a reference so yeah...
>>
A questions to those using H3, do only steps make a difference in terms of physics of an animation? Or does the resolution also affect it (like say 0.4 vs 1.0 mp?)
>>
>>109628606
You can break them into 15 second segments and just keep extending them. I made a pretty cohesive 2 minute porn clip with perfect identity doing this.
>>
>>109628635
I'd say both affect it but steps (and anything acceleration outside of sage/kitchen attention) way more than resolution.
Resolution affects more subtle physics stuff that the model wouldn't even be able to "see" if it's too low.
>>
>>109628649
using extender node?
>>
>>109628652
Ah thanks. I tried running at lower mp same steps then higher mp of a fixed seed but animation comes out different, a shame as that workflow would've been quite good.
>>
>>109628677
Ah you meant the output itself? In that case everything completely changes it, seed, resolution, loras, even changing a random word in prompt.
Steps have less impact than that normally.
>>
https://d.uguu.se/vSpxrGua.webm
https://n.uguu.se/ZszYJipP.webm
>>
>>109628120
I just tried this at 4steps and it was certainly fast but it gave a heavy dose of that turbo deep-fry look. Still looked pretty rough at 8steps, but maybe there's a settings or sampler than helps.
>>
>>109628721
porn ref video + ref image of her?
did you prompt a full description or just replacing her face?
>>
>>109628570
that's what the prompt writer does for i2v. i've also been using 'preserve the [detail] from [reference] throughout the scene with absolute consistency' like another anon suggested when needed.
you can also define summaries of shots beforehand ('the subject does thing in the first environment in [shot 1] and [shot 2], then does this in other described environment [shot 3]'). helpful for montages.
that way, i only use [shots] for concise actions and camera details, or overriding instructions it gets confused about from the summaries.
>>
>>109628721
>post extended clip
>don't post wf
be a bro anon
>>
>>109628754
don't feel like it
>>
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>>109628649
>You can break them into 15 second segments and just keep extending them.
sure, but some of the conversations like the final conversation between the two girls are longer than 15 seconds, I doubt H3 will blend seamlessly between the two with only 22 frames of context

feel free to prove me wrong, but if you're that passionate you might as well make your own short film
>>
>>109628649
Wanna let us know your wf?
>>
>>109628742
It is a pure reference generation. Three reference images with strong conditioning to capture her likeness, body type, etc.
The second half of the video is a [video continuation] with the 1-second tail from the first half as <Video 1>. But this doesn't work for seamless continuation, you can even notice a jump at the 10-second mark. I neglected to make sure it copies the entire 1-second <Video 1> reference into the start of the target video, which is the only way to create a seamless continuation.

>>109628754
it's because it's two videos i stitched together in a video editor.
i'd share the workflow but it has some leftover stuff from previous gens. Here's the proompt for the first one though: https://paste.systemli.org/?8572206529f77fc5#7hEcKrxMGxqd9JJXWGiM7kKTPzz9TihAVmYdgMGBJLaz
>>
>>109628785
you sick fuck
>>
>>109628201
>>109628785
Didn't care for the way her eyes looked but it's growing on me.
>>
>>109628818
>kiss on the cheek
>sick
Have something you'd like to share with us, anon?
>>
>>109628649
post your porn?
>>
>>109628831
She should kiss my cheeks. My BUTT CHEEKS. HA HA HA
>>
>>109628811
>It is a pure reference generation. Three reference images with strong conditioning to capture her likeness, body type, etc.
so h3 was ok with boob grabbing like that?
interesting

>>109628811
>But this doesn't work for seamless continuation, you can even notice a jump at the 10-second mark. I neglected to make sure it copies the entire 1-second <Video 1> reference into the start of the target video, which is the only way to create a seamless continuation.
I wonder if you sacrifice more of the early video (73 frames for example) if it would give even better seamless continuation especially for audio
>>
>>109628785
lack of eyebrows makes her look weird. they should be darker/thicker
>>
>>109628861
anon you know damn well im on every single 3 letter agency list. i cant do that
>>
>>109628887
>so h3 was ok with boob grabbing like that?
>interesting
the chilling effect that a year of WAN and LTX has done to our psyche is crazy
>>
>>109628905
Make some hag porn
>>
>>109628910
I'm just too used to base models having zero idea of what anatomy and nsfw are
>>
>>109628887
>so h3 was ok with boob grabbing like that?
Yes. It clearly had breast fondling training.

>I wonder if you sacrifice more of the early video (73 frames for example) if it would give even better seamless continuation especially for audio
It does, I've tried it.
It's the only way to actually continue a video without a slight jump/snap. Pretty sure you only need a 1-second video input but maybe it'd be a bit better with longer. It definitely needs to be 24fps though.
>>
>>109628916
Waste of electricity. I wouldn't dare.
>>
>>109628900
>lack of eyebrows makes her look weird. they should be darker/thicker

>>109628916
this, straight shota is honestly the olive branch between pedos and normal people because there's something for everyone in there, if the little boy creeps you out just focus on the thick mommy

>>109628921
>Yes. It clearly had breast fondling training.
it's obvious they scraped JAV.
>>
File: 1786842822105134.png (1.75 MB, 758x1136)
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What kind of hardware do I need? Rtx 3060 12G OK?
>>
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>left the prompt blank
>kept negative conditionings
not the result i expected but cool
>>
>>109628938
>it's obvious they scraped JAV.
so why aren't nipples always maroon colored?
>>
>>109628938
>shota
Is that you trani?
>>
Do you think minimax will catch up to seedance by the next release?
>>
File: redhead booba.mp4 (3.54 MB, 832x640)
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3.54 MB MP4
>lol
>>
>>109628967
don't summon him the bread is cozy... too late now, when you call the bread cozy he freaks
>>
>>109628969
can you catbox the original image for me, I want to try something
>>
>>109628977
why
>>
File: 1786966551371671.mp4 (499 KB, 736x576)
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499 KB MP4
nessie
>>
>>109628977
catbox?
>>
catbox status?
>>
>>109628982
I'm currently playing with both samplers and schedulers and have found some settings that might save upwards of 40% time on prompts without losing qwalitey, and I'm eager to compare them to prompts made by others
Oh and mb G, I just need the image not the catbox so this is fine either way
>>
is there no steps option in the default t2va comfy workflow?
>>
>>109628887
>h3 was ok with boob grabbing like that?
h3 is okay with literally anything. there are no limits in that sense. the problem is that it does not know what a vagina is, what it's used for, how it should look like, etc.
so with tits you can do anything you wish, but that's about it, once you try to go for the holes the fun ends there
>>
>>109628965
>so why aren't nipples always maroon colored?
because H3 is that fucking good bro. it's just that fucking good

>>109629000
blocks my VPN sometimes so i have to use litterbox sometimes
>>
Guys, I just want to say ComfyUI is a much better software than AniStudio. It's more extensible, more tested, more robust. AniStudio is extremely unstable and some people have reported it has a keylogger.
>>
>>109629046
AIIIIEEEE THREAD GRENADE
>>
File: MiniMax_H3_00135_.webm (1.81 MB, 832x1248)
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1.81 MB WEBM
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>>109629007
To add to that, if anyone is up for a guessing game.
Three videos, one took 454s, another 248s and one 194s, which is which?

Vid1
https://litter.catbox.moe/rk8n8w.mp4
Vid2
https://litter.catbox.moe/19zvyl.mp4
Vid3
https://litter.catbox.moe/z3xawg.mp4
>>
File: last caress.mp4 (3.53 MB, 832x640)
3.53 MB
3.53 MB MP4
goodnight from India sirs
>>
>>109628953
Should be fine, but expect fairly slow gen times.

>>109628968
Don't think so. Seedance will surely release better models in the future as well, so catching up will be very hard. I'm also not sure what Minimax' strategy is. If they want to keep their models somewhat smaller and angle towards efficiency, they'll probably never catch up to a cloud model. If they do the opposite, it won't matter to normal consumers as it's unlikely any normal consumer will be able to run the model, even if they release it as open weights.
>>
>>109629046
can you show me where it is in code?
>>
>>109628900
>lack of eyebrows makes her look weird. they should be darker/thicker
oh i didnt actually respond to this kek. yeah you're right but honestly I hate it when the eyebrows aren't dyed and the hair is

>>109629072
delete whatever workflow made vid3, regardless of its speed
>>
>>109629089
>dyed
gemma-chan has naturally blue hair and, if she were to have them, pubes
>>
>>109628785
>feel free to prove me wrong
>>109628805
>Wanna let us know your wf?
>>109628861
>post your porn?

take note that people who claim to have figured out reliable extending will NEVER post proof of their claims.
>>
>>109629086
There is instability all over your wrapper ani, that's why nobody uses it.
>>
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>>109629084
What card do you guys use? What's considered a good one? I tried looking it up but all the articles were written in 2025 but said 2026 in the title which made me suspect it was written by clueless journalists.
>>
>>109629104
Sounds like a skill issue.
>>
>>109629103
>gemma-chan has naturally blue hair and, if she were to have them, pubes
tell that to the training corpus seedance 2.5 and H3 are trained on which will result in them giving me brown eyebrows with dyed hair all the time because women are lazy sluts

>>109629104
i shouldn't be included in these quotes, i literally said I don't think it could be done BUT feel free to prove me wrong
>>
>>109629089
Since nobody else in this thread seems to be a human that engages with the thread I guess I'll just reveal, vid3 is the original untampered workflow 20 steps, no extra nodes, 454 seconds, res_multisample + simple. Vid one is 194s and vid2 is 250s
>>
>>109629157
then you're doing something wrong because your cope nodes made movement look better
or maybe the actual thing you're doing wrong is generating at that resolution at all
>>
>>109629120
but where is the keylogger, schizo?
>>
File: Test 00021.mp4 (3.84 MB, 1376x768)
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3.84 MB MP4
>>109629125
I think anything 50 series with ≥16GB VRAM can be considered fairly decent.
>>
>>109628721
>dark pancake areolas
throw her in a dumpster along with these two videos
>>
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>>109629181
>throw her in a dumpster along with these two videos
>>
>>109629157
Interesting, vid3 was truly the worst out of the bunch.
Might wanna go with just euler for 20 steps.
>>
>jeet defending jeet tits calling me a jeet with a jeetjak attachment
jej the irony
kys
and do what i asked previously (((good sir)))
>>
>>109629157
same seed?
>>
>trying to generate 2d animation lewds
>tried both eros/pinkcherry h3 models
>cock going into pussy doesnt wrok and either clips in a weird manner or she moves like 2 inches up down
>tried various loras, only one to actually make the penetration work is riding lora
Any other loras that might work better for 2d animations?
>>
>>109629166
>then you're doing something wrong because your cope nodes made movement look better
Yeah it's almost like there is more to it than just cope nodes, but vid3 is 100% the original comfyui workflow with no tampering, they all use the same prompt/seed/resolution, so one of us is actually coping rn by saying the workflow is "wrong"

>>109629194
indeed, euler seems to be superior to res_multisample, but this is sample size 1 so... take it with a grain of salt

>>109629202
same prompt/seed/resolution
>>
>>109629130
>i shouldn't be included in these quotes,
I was quoting the people who wanted to see evidence, and saying you will never be shown evidence
>>
>>109629021
it also doesn't know about anything blowjob, from blowjob gesture to actual one, or handjob, by virtue of not knowing was a penis and probably not having the *job vocab understood either
this is where I expect the eros finetune will help, I just hope it's not changing the thing so much it destroys characters to make them all looking like "made by brazzer 40yo women"
>>
>>109629196
You're a jeet, your abysmal grasp on the english language is a dead giveaway. You have a low IQ too.
>>
File: ComfyUI_00562_ copy.png (3.3 MB, 1200x1695)
3.3 MB PNG
>>
>>109629207
You need GemmaPrompt-Enhanced with Qwen3.8 Abliterated. It can generate the magic sauce for very good NSFW. You need to be more specific in the prompt than you realize.
>>
>jeet melty
(dark areolas:-1)
>>
>>109629208
>indeed, euler seems to be superior to res_multisample, but this is sample size 1 so... take it with a grain of salt
It was not in my tests, unless the number of steps was very high so it didn't matter anyway, or the scene is so simple it doesn't need many steps to be finalized.
I always went with 1 x res multistep ~ 2 x euler.
>>
>>109629221
>"made by brazzer 40yo women"
That would be a fucking shame, but knowing the dev accepted datasets from people who contributed, and most people liking the basic "professional porn" stuff, I almost expect that to happen.
Like these awful wan/ltx blowjob loras morphing the face of every input person to whatever the lora was trained on.
>>
>>109629238
That's where the cope nodes and other gizmos come in, if it was just the regular workflow and you change out euler for res then indeed you'd need like 50%-100% more steps to get to the same quality in theory at least, but in reality there are diminishing returns, I'm sure 30 steps euler vs 20 steps multires is indistinguishable but the time difference still favors euler
>>
>>109628969
how do people even get that terrible noise? turbo loras?
>>
>>109629208
I think the sampler and scheduler are fairly situational. For 20 steps, I'll always go with just euler/simple. Depending on the turbo lora, it might even be er_sde/beta sometimes.
>>
File: 715771909753822.mp4 (3.75 MB, 640x832)
3.75 MB
3.75 MB MP4
>>
>>109629258
>how do people even get these terrible sage attention artifacts that occur at low steps? turbo loras?
Yes keep blaming the tool that tries to fight it
>>
>>109629258
turbo and/or heavy use of sol att and/or heavy use of the cache node
>>
>>109629232
Oh so it's more of a description issue than model? I've been trying to keep the amount of dialogue description pretty light, but i'll try the inverse then. Not sure if i can run qwen 3.8 locally with a 16gb 5080/64gb ram though.
>>
>>109629172
Thank you sir
I also read the getting started
>>
>>109629258
bunch of cope speed shit that just nukes quality.
>>
>>109629297
>Not sure if i can run qwen 3.8 locally with a 16gb 5080/64gb ram though.
You definitely can, just not at the same time as the generation obviously.
>>
>>109629297
I'm just saying the description is a lot more powerful than you realize.
>Not sure if i can run qwen 3.8 locally with a 16gb 5080/64gb ram though.
Try anyway, and make sure you download the Q8 version, Q6 at worst. It's fine if you offload to system ram, you're not having long conversations.
>>
>>109629311
>>109629316
Okay will try. I assume also linking the h3 prompt guide to qwen also a good place to start.
One question: so far i've been doing things like describing <Subject 1> from <Picture 1> as a means to control the action. But every single time instead of "her" i've been using <Subject 1>. Should i keep doing that or refer to her as "her" in description?
>>
>>109629280
I'm not blaming anything, I'm asking because I use the basic comfy h3 workflow and I've never seen these artifacts even on low-res gens.
>>
>>109629328
the good place to start is GemmaPrompt. You can download the old outdated version here: https://github.com/whp199/GemmaPrompt
It will get the job done. There are also prompt writing nodes available on Comfy but don't know how good they are and I wouldn't download jeetnodes.
>>
>>109629334
This might be wan, and not h3, or simply sageattention+cache+4steps

Also last test of this pos prompt
FULL 2MP 10s @ 18min proompt time with every shortcut enabled
https://litter.catbox.moe/u2z6ye.mp4
>>
>>109629347
qwen3.8 is way better than gemma.
>>
>>109629349
gemma chan is a jewish psyop

>>109629360
this, we need a qwenchan instead
>>
>>109629349
she's a mesugaki, she should look more smug than this
>>
>>109629360
Not Gemma, dummy. GemmaPrompt. It's a webUI for generating Minimax prompts and you can select a local model, including Qwen3.8.
Originally vibed by Gemmacuck here, but he has since abandoned it. Will still get the job done for most cases.
>>
Reminder that we have a new reentry guide for the OP:

https://rentry.org/ldg-gettingstarted

Post constructive criticisms.
At the very least it replaces the old rentry guide which is heavily outdated.
>>
File: GemmaLeg.png (1.73 MB, 1859x993)
1.73 MB PNG
>>109629349
Yeah, using too many shortcuts isn't so great. I just stick to ck attention and turbo loras. None of that sparse or cache stuff.
>>
File: 863097347546233.mp4 (3.67 MB, 960x544)
3.67 MB
3.67 MB MP4
>>
>>109629349
music is going full retard

>>109629372
>we need a qwenchan
they already have a mascot, it's a capybara or something
>>
>>109628969
>comparison to this video using 0.4MP, 16 steps and euler @ 10s instead of five using also 4:3 with a 9:16 image ref.
>107s
https://litter.catbox.moe/935jx2.mp4

>>109629382
check the video for my response

>>109629411
>he thinks I used cache nodes
Have you tried genning at 2MP, the model hallucinates and breaks prompt all the time at higher resolutions, you can try for yourself if you have the patience, it's still ai after all. And from what I have tested so far, it has a really hard time prompting anime in general
>>
>>109629411
>>109629431
to add to that, 1MP or 0.5MP seems to be the sweetspot for prompt adherence so far, but it could be that higher resolutions need more steps? I doubt anyone has tried 2MP at 50 steps like the api does to actually figure this kind of stuff out
>>
>>109629411
>None of that sparse
I agree but remember the model has been trained with sparse attention in mind, though they didn't share the implementation yet, so in theory there should be a way to use it without any of the issues we see right now. My guess is that either their implementation has a special sauce we don't know about, or that what parameters people use as default is way too aggressive.

I use sol attention with a tau of 0.66 instead of 1 (default from kijai) between 20 and 80% steps, and while it's not insanely faster, I don't see degradation in my output while I get a nice small speedup.
>>
>>109627980
a fellow clussy enjoyer
>>
>>109629431
>Have you tried genning at 2MP, the model hallucinates and breaks prompt all the time at higher resolutions, you can try for yourself if you have the patience, it's still ai after all. And from what I have tested so far, it has a really hard time prompting anime in general
>>109629444
I mostly generate at 1.3-1.6MP and the prompt adherence is perfectly fine, so maybe it starts breaking down at higher resolutions than this.
>>
does prompt adherence fall off below 0.4MP?
>>
>>109629431
>check the video for my response
I always listen when I get a bikini response
>>
>>109629403
Not a fan of the "Gentleman" and "Sir" stuff desu, but that's just fluff.

Would also really need some table of contents with chapter links.

Still appreciate the effort that went into prompting an LLM to write that.

>>109629431
How am I supposed to know that
>with every shortcut enabled
excludes some shortcuts.

Never went to 2MP, but I do 1MP regularly, and I know such stuff happends sometimes, though not often as noticable as in this example.
>>
>>109627980
How to prompt so h3 doesn't give every white person a tan?
>>
>>109629482
use an albino as ref
>>
>>109629477
everything falls off under 0.4MP
>>
>>109629487
I'm afraid it will divide by zero and turn them into a subsaharan african
>>
>>109629457
Of course, certainly wouldn't mind using their official sparse attention, but the current stuff just incurs a really noticable loss in quality.
>>
They've been teasing their official upscaler for so long, I want those bastards to finally release it so I can just gen in 0.5 and then upscale to 2MP without waiting half an hour or compromising in some other way
>>
>>109629542
china culthurr
>>
>>109629549
Is this board specific schizo slang? Anyone got a local model that can translate this shit?
>>
>>109627980
>Getting Started with Local Diffusion: https://rentry.org/ldg-gettingstarted
guide sucks compared to the old one just add it to https://rentry.org/ldg-lazy-getting-started-guide#anon-guides-and-resources
>>
>>109629579
no, anon just meant that it's not the first time a chinese company released something, then it was a surprise hit (or a bigger hit than expected), and suddenly all of the things they promised went into a limbo of "we'll do that at some point", never to be actually released
>>
>>109629598
Ah, that baseballs
>>
>>109629589
No retard. If you are not going to update your guides, then the new guide stays and will be continually revised. Every new thread I bake will have the new guide.

Saying "it sucks" is not a valid argument, and only demonstrates you have poor intelligence.
>>
>sensitive and thin-skinned
>>
>>109629542
I keep seeing people on twitter vague posting about being able to generate videos in like 5-15 seconds, is that what it's about? Like this post:
https://x.com/burkaygur/status/2091392078723125249
>>
>>109629636
Definitely not, this is about a promised upscaler specifically for H3.
This video seems to be something else, probably some realtime bullshit vid2vid that lets you change the face out
>>
>>109628549
>ref2va
How much VRAM needed at a minimum?
>>
>>109627295
>ldg-lazy-getting-started-guide still doesn't include H3 and still promotes wan guides, including wan2.1.
>localmodelsmeta - last update June 4th 2025...
>sdg-link - last update december 2025
>
>No information for Anima, no information for Krea, full of dead links to other rentry guides.
>
>If the rentry author isn't going to bother updating these anymore, they should be removed. It's obsolete information, and largely complete garbage now.

The first link doesn't change much because it only points to inference programs, anon rentrys, and other boards. It only "promotes" wan guides because no one has written an H3 guide. The second is outdated and someone should write a new one. And the third is for archival purposes desu.

All current model meta links are in the models section, anima even has the tag explorer link that an anon created.

Also, there are at least four different rentry authors.

>>109629625
It's hard to think you have good intentions when you reply like that. And again, it's not one anon covering every single rentry posted here. I don't know why you think this.
>>
>>109629651
If you're asking you don't have enough
>>
>>109629625
just cancel it bro like gen jam and sexy jam
>>
>>109629652
>h-how dare you reply like that! if someone says something sucks, you must treat them with respect and dignity! You must not have good intentions!
Think whatever you like retard. I'm baking with the new rentry unless the previous one updates. No open edit code so your claims about it being collaborative is worthless.
>>
>>109629636
>generate videos in like 5-15 seconds
sure if you have a B300 at home
>>
>>109629636
My money is on some subpar jeet cloud-only model.
>>
>>109629693
very sensitive and thin-skinned
>>
>>109629693
is that the new bait, acting incredibly angry over nothing?
>>
>>109629712
he's very sensitive and thin-skinned
>>
>>109629695
You don't?
>>
>>109629625
Nta, I don't think your guide is horrible, it's just unoptimized and dogshit.
Let me explain:
>download latest comfyui portable
>add manager.bat into folder
>double click it
>start and fuck around
Just to explain that you're already using 10 pages and there is so much useless and unnecessary information in that guide... anyone who sees this will think it takes actual skill to install comfyui rather than it being almost as plug and play as double clicking on an .exe file
>>
Clearly the old guide needs to come back and this new guide simply get filed under it.

>>109629693
>your claims about it being collaborative is worthless.
I said the rentrys are written by a different anon, not that any one single rentry is open for anyone to edit. Because you said "If rentry author isn't going to bother updating these anymore".

All you've done is replace the top guide with one that is worse not only due to missing or repeated content, but it doesn't even have a TOC.

>>109629729
It's clearly generated with an LLM but I don't have a problem with that part, other rentrys are LLM generated.
>>
>>109629654
24GB not enough?
>>
>>109629737
>other rentrys are LLM generated.
not mine buster
>>
>namefag pic in op instead of collage
>troll baking
pottery
>>
>>109629729
>Just to explain that you're already using 10 pages
Its a rentry guide, there are no "pages", brainlet.
>and there is so much useless and unnecessary information in that guide
Meanwhile the previous guide still links to garbage like this: https://rentry.org/wan21kjguide#ldg-wan-21-install-and-optimization-guide

All the while still no minimax guide.
Either update it or stop complaining when somebody else does.

Nobody is saying the initial release of the new guide is perfect but at least it's up to date information for 5 distinct pipelines.
>>
>>109629403
>At the very least it replaces the old rentry guide which is heavily outdated.
your guide should replace the local models meta guide, it covers the same stuff. the lazy getting started guide is more for the thread itself and ai stuff on 4chan like with https://rentry.org/ldg-lazy-getting-started-guide#rentry-and-links-from-other-boards
>>
>>109629737
>All you've done is replace the top guide with one that is worse not only due to missing or repeated content, but it doesn't even have a TOC.
Its not my problem your autism precludes you from using ctrl-F.
I'm baking new threads with the new guide because info is up to date and your arguments against it are terrible.
>>
>>109629758
nta but you've antagonized every regular of this general mr belligerent i'm not really enthusiastic about working with you, i don't mind if you bake with the links you want as long as the ani rentry is there though
>>
>>109629739
48GB is bare minimum these days
>>
>>109629765
>the lazy getting started guide is more for the thread itself and ai stuff on 4chan like with
And yet it still contains outdated and completely obsolete linkage and information.
Its even behind on anima. Junk.
>>
>>109629782
The schizo rentries are more important to anons than actual relevant info desu
>>
>>109629770
Do you really think I care about working with an autist like yourself? People like you should never be allowed input over information write ups, you're too dumb for it.

If the extent of your critique is "it sucks" then you're just worthless rubbish, and its correct to label you as such.
>>
>>109629758
>All the while still no minimax guide.
Because no ones written a minimax guide yet. Why do you think it's one anon who writes every rentry?
>because info is up to date and your arguments against it are terrible.
Well, your arguments so far have been "you're retarded", "I'm doing whatever I want", and "your arguments suck" so...

>>109629782
Post the new anima guide and it'll get added, then.

>>109629803
>If the extent of your critique is "it sucks"
NTA but reread >>109629652
>>
>>109629798
Ok debo
>>
>>109629746
>>109629716
>>109629710
>>109629635
Ani, the rentry links for you are staying. There is nothing you can do to prevent this.
You never should've tried to insert a crypto miner in anistudio.
>>
>>109629803
as i said i'm nta, nice talking to you mr sensitive
>>
>>109629815
great, i don't care if you bake with your pet guide rentry as long as you keep the ani rentry, thanks
>>
why did this newfag change the getting started link?
>>
File: file.png (231 KB, 1947x698)
231 KB PNG
>>109629403
> https://rentry.org/ldg-gettingstarted#4-an-optional-simpler-image-interface-forge
look, i know y'all hate forge, surprised it was even mentioned in the rentry, but illyas isn't updated/maintained at this point.

https://github.com/Haoming02/sd-webui-forge-classic/ - best currently maintained is forge neo imo
>>
>>109629815
That's catjack, not ani
>>
>>109629831
>y'all
>>
>>109629782
>Its even behind on anima. Junk.
because anima stuff is already in OP?
>>109627980
>>Anima
>https://huggingface.co/circlestone-labs/Anima
>https://tagexplorer.github.io/
>https://animadex.net
unless you have a new link
>>
>>109629808
>Because no ones written a minimax guide yet. Why do you think it's one anon who writes every rentry
Because only one person has the edit code, brainlet.
Not to say it should be public because that would allow ani to edit it, but if the person with the code is too lazy to update it regularly or even use an LLM to write a simple H3 guide, then those reentry guides are completely obsolete and should be removed. There's nothing to debate here; you either keep it updated, keep the community engaged in updating it, or get rid of the links.
>>
>>109629831
What ever happened to SwarmUI?
>>
>>109629839
Anon, no one has written an H3 guide yet. Is your argument "the getting started guide should be removed because the author hasn't written a guide for a specific model"? That author hasn't written any other guides for any other models, why is this one different? Regardless, if an H3 guide WAS written, it would also go straight in OP since there's only one link for H3 right now.
>>
anima is kind of pointless post krea
>>
https://rentry.org/tkdupekk
Check this out n'wahs, this is how the section of "how to install" comfyui should look like unless you have autism or want people to get eye fatigue and brain fog while wasting over 20 minutes reading your piece of shit guide
>>
>>109629839
the getting started guide doesnt cover specific models unless its in a guide in the rentry from anon section. the local model meta did go into detail about models like your guide which is why i suggested yours replace it >>109629765
>>
File: qwen.jpg (31 KB, 802x196)
31 KB JPG
>>109629232
>>109629316
>>109629311
>>109629347
>>109629360
Ended up running the model locally through unslouth. Used 24k/64k tokens and took like 20 minutes to process the prompt guide, short description from me and one image. Gonna try to generate using this prompt in comfy and see how it goes.
>>
>>109629838
Those are just links without context. What do you think a getting started guide is for, anon? If someone is looking to get into local gen and they click a "getting started" guide, the previous one provides virtually no information on models like Krea2 or anima, and still recommends Illustrious and trash like wan. In fact, the 1girl guide still fkin suggests SD1.5 as a decent option.

How is this even a discussion? The person with the editing privelages is obviously too lazy to keep the rentrys up to date, so obviously they should be removed.
>>
>>109629873
>the previous one provides virtually no information on models like Krea2 or anima
because information about which models are currently used by anon is already in op
>and still recommends Illustrious and trash like wan. In fact, the 1girl guide still fkin suggests SD1.5 as a decent option.
its just a list of rentrys anon has made thats it
>>
>>109629873
>privelages
I don't think a ESL should be in charge of the guides either tbqhfam
>>
>>109629873
anon you learned what a catbox was in 2025 and you only come here once in a blue moon when there's a model release, yeah i'll take the sporadic rentry maintainers that have put in the work since /idg/

inb4
>meds
whatever man, you're going to bake for a few weeks and then disappear for half a year again, i don't think anyone is worried
>>
>>109629855
Anon, the new guide has one, and no person even has to "author" one. An LLM can write a perfectly adequate guide for setting up and even prompting with H3. At the very least this could've been done to replace the terrible wan2.1 guide from the old rentry, but alas, the user with the edit code is lazy and uninterested.
>>
>>109629894
You have autism, you don't matter.
>>
>>109629908
you wound me
>>
>>109629898
If your H3 guide doesn't include setting up an LLM to use the official prompting skill than it's worthless lol. Talk about being lazy.
>>
Even the /adt/ rentry schizo won't allow OP updates
>>
>>109629898
This still does not change the fact that your guide should replace the local model meta guide, because it covers the same stuff, instead of the lazy getting started guide.
>>
>>109629873
>What do you think a getting started guide is for, anon?
it's modeled after the LMG getting started guide. look at when that was last updated
>>109629374
https://rentry.org/lmg-lazy-getting-started-guide
it seems you do not know what a getting started guide is for
>>
>>109629758
>Its a rentry guide, there are no "pages", brainlet.
>brainlet.
ask chatgpt how long a page of text is
>>
>>109630000
Don't antagonize the low IQ ESL jeet. That's how thread schizos spawn
>>
>>109630000
checkd
>>109630009
thanks
>>
>>109630009
Ani do you always falseflag when you're not getting the attention you crave?
>>
still waiting for ani to explain the crypto miner in anistudio
>>
File: Test 00026(1).mp4 (3.77 MB, 1376x768)
3.77 MB
3.77 MB MP4
>>
So wanschizo wrote the new guide right? don't change the OP without first polling the thread.
>>
>>109629831
>https://github.com/Haoming02/sd-webui-forge-classic/ - best currently maintained is forge neo imo

So the "new guide" doesn't link to the most up to date version of a piece of software. Let's see what the "old guide" links:
https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage

It appears to link the correct and updated version of that software.

Huh so why is the "new guide" author talking about the guide not being updated if the "new guide" is more outdated?
>>
>>109630056
>So wanschizo wrote the new guide right?
i dont know if its that specific anon or not but it does appear to be a troll or at least someone who easily gets upset
> don't change the OP without first polling the thread.
to his credit, he did >>109627295 but he only got one reply which was "write a rentry"
>>
>>109630050
You're being pedantic and splitting hairs to deflect away from your own laziness.
The new guide is just a first pass, an initial draft. Why are you so threatened by it anon? Why do you remain so desperate to keep your terrible, outdated information in the OP?

There wouldn't even be a discussion if the OP guides were actually updated. Somehow you are too dumb to realize this.
>>
>>109630071
>a troll or at least someone who easily gets upset
Yeah, that's wanschizo. he's not trolling on purpose, that's why he's a schizo.
>>
>>109630056
yes it obviously is wanschizo
>>109630071
it is wanschizo
>>
>>109629831 (me)
>>109630058
i would just copy and update the old guide where needed but a non needs to use chatgpt in some weird stylized voice for whatever reason. it's clearly the most sensible thing which means only 1 thing.
>>
>>109630079
>>109630081
so what do i just ignore him until he fucks off somwhere else?
>>
>>109630071
No you're just retarded.
If the existing rentries are not maintained, then common sense would indicate its time to replace them. Doesn't even have to be the current new one, just anyone who isn't a lazy piece of trash.
The fact that you're even replying to ani unironically is a dead giveaway you're poison to newcomers.
>>
>>109630085
i just ignore his temper tantrums
personally i don't care if he hijacks the op with his pet rentry as long as the ani rentry is present
>>
>>109630090
>t. wanschizo
>>
>>109630084
>it's clearly the most sensible thing which means only 1 thing.
What does it mean?
>>
>>109630085
>still replying to ani and his schizo shenanigans and constant stream of labels
Yep you're definitely retarded
>>
is the 4 step minimax a Lora?
>>
>>109630072
>>109630090
Your guide covers specific models like the local model meta guide, the lazy getting started guide is for installing the software. Your guide has outdated information on the software.
>>
>>109630084
>weird stylized voice
Don't you mean prose? Or did your education not get that far?
But its quite telling that GPT5.6 with a Jeeves prose is a far better guide writer than you, anon.
>>
i have autism, I matter.
>>
>>109630054
that's pretty good. did you prompt every step or did you just give it something vague like assemble robot?
>>
autismo general desu senpai, you're genning titties it's not that serious
>>
>>109630091
Anon, people correctly highlighting that you have autism doesn't correlate with anger. Its a simple statement of fact. Everyone can see you're both autistic and unintelligent, and clearly spend way too much time here.
>>
>>109630120
k
>>
>>109630110
>autist stuck in a recursive posting pattern
>>
>>109630091
>personally i don't care if he hijacks the op with his pet rentry as long as the ani rentry is present
its probably just a way to slowly get the debo ani rentries out of OP as they are linked in the guide https://rentry.org/ldg-lazy-getting-started-guide#op-paste
>>
>>109630126
So why did anon replace one guide with another that covers different topics?
>>
>>109630118
Not sure what it would've done with vague instructions. I had to be pretty detailed with the prompt.
>>
It seems that Cara, which was supposed to be an AI-free haven for artists, has been scraped for a 3rd time, meaning all of my art posted to Cara and in my Cara online portfolio has been scraped AGAIN.
Digital intellectual rape. That's what this is. AI bros have a rapist mindset. Fuck all of them.
>>
>>109630158
what made you believe that they are un-scrapable?
>>
im literally TOO LOW IQ to comfyui and that dumbass stable diffusion.cpp keeps bringing me to the regular llama.cpp webui which I cant seem to fix, I will NEVER be able to goon to my handcrafted furry mommy gfs :(
>>
>>109630176
very official and the currently real guide for comfyui
>https://rentry.org/tkdupekk
Unless you're talking LLM's then you're in the wrong board anyways
>>
>>109630167
Probably copeshit like Nightshade.
>>
>>109630182
>https://rentry.org/tkdupekk
I already have it up and running, I just can't seem to muster up the iq points to use anything other than the already premade workflows which ALL use safetensor files for the diffuser and encoder while I use the gguf files so i had to download some comfyui gguf extension that allows me to load them but whenever I change even a SINGLE thing about those workflows EVERYTHING GETS FUCKED and I get a billion errors, fuck all of this bullshit man
>>
File: videoframe_5147.png (888 KB, 544x960)
888 KB PNG
What are the best samplers for minimax at .5 MP and ~10 sec? So far I've been liking er_sde + beta at 16 steps with turbo + H3 optimization node roughly 180 sec gen time

Although euler simple + 20 steps seems good too

https://files.catbox.moe/ct0mbt.mp4
>>
>>109630203
res_multi, simple.

unlike other models, there's actually no real choice.
>>
>>109630158
none of the datasets are scraped. They merely sets of text with a URL link to the site
>>
>>109630200
>I already have it up and running
Clearly you don't if you can't even run gguf files.
I suggest a clean portable install somewhere else following my guide then simply open up comfyui, load an example workflow from comfyui for whatever it is you want to do and replace checkpoint loaders with "load diffusion models" and seperate clip and vae loaders... it's that easy, you can even try it right now, you install might be not fucked beyond believe yet
If you tell me exactly what you want I can upload a workflow to you in a few seconds
>>
>>109630158
but I can right click and download something without a script and that is ok?
>>
File: MiniMax_H3__00293.mp4 (3.18 MB, 640x832)
3.18 MB
3.18 MB MP4
her dog just died
>>
now that the dust has settled
is LTX 2.5 really faster than real time, or was that just marketing jargon?
>>
>>109630235
It is in fact faster than real life, 15 seconds of video only take 10 seconds so you can perpetually gen more than you can watch
>source
I made it the fuck up
>>
>109630226
kek
>>
>>109630200
>gguf
goofs are outdated chads use int8 naow
>>
File: Test 00028.mp4 (3.88 MB, 1376x768)
3.88 MB
3.88 MB MP4
>>109630235
Guess that's only true on enterprise hardware.
>>
>>109630203
euler + beta has been working for me unless there's something better
>>
>>109630253
why do you reply like that? it's almost like a signature or something
>>
>>109630200
>>109630256
This is also true, unless you're doing something very specific you most likely don't even need gothgirluserfiles atm
>>
>>109630203
lust provoking
>>
>>109630176
Why did you think sd.cpp would be any easier?
>>
>>109630286
I thought it had a webui that makes stuff easy like the webui they have for llama
>>
Does anyone have recommendations for how shift_video works? Higher values = faster animation and lower = slower?
>>
Has anyone gotten Minimax H3 running on a mac M3 or M4? How long did it take to generate video?
>>
>>109630299
Doesn't that thing have the power of a chromebook but with 256gb ram or something like that? Why would it run minimax?
>>
kinda annoying how you can't gen low res test footage and then once you find a seed you like bump the res up to 2MP because change the resolution changes the whole fucking video
>>
>>109630312
>kinda annoying how you can't gen low res test footage
why not?
I gen a 0.2 first just to see if the prompt works.
then if it works I bump it up.
>>
>>109630295
It does. I'm not sure why it's bringing anon to the regular llama.cpp webui.
>>
File: dena_chroma_00015_.png (3.06 MB, 1881x1433)
3.06 MB PNG
>>
>>109630397
debo make the next thread already
>>
>>109630158
If you want art to not be scraped, copied by a for training by a human or a bot, do not share it online, or even around you. Keep it closed in a book/pc where no one can ever look and find inspiration from, and delete it before dying of old age.
>>
When ready

>>109630523
>>109630523
>>109630523
>>
File: 1762572988289014.jpg (234 KB, 3078x394)
234 KB JPG
>>109630297
shift has nothing to do with fast or slow
>>
>>109630158
>to be an AI-free haven for artists
why is this even a thing?
lmao
>>
>>109630235
Never tried it like most people
>>
>>109628559
Fedor Bypass lora is supposedly the uncensor method with the least side-effects.
>>
>>109631766
Based on what?



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