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Discussion of Free and Open Source Diffusion Models

Prev: >>107897861

https://rentry.org/ldg-lazy-getting-started-guide

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, Upscalers, & Workflows
https://civitai.com
https://civitaiarchive.com/
https://openmodeldb.info
https://openart.ai/workflows

>Tuning
https://github.com/spacepxl/demystifying-sd-finetuning
https://github.com/ostris/ai-toolkit
https://github.com/Nerogar/OneTrainer
https://github.com/kohya-ss/musubi-tuner
https://github.com/tdrussell/diffusion-pipe

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

>Z Image Turbo
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo

>LTX-2
https://huggingface.co/Lightricks/LTX-2

>Chroma
https://huggingface.co/lodestones/Chroma1-Base
https://rentry.org/mvu52t46

>NetaYume
https://huggingface.co/duongve/NetaYume-Lumina-Image-2.0
https://nieta-art.feishu.cn/wiki/RZAawlH2ci74qckRLRPc9tOynrb

>Illustrious
https://rentry.org/comfyui_guide_1girl
https://tagexplorer.github.io/

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
GPU Benchmarks: https://chimolog.co/bto-gpu-stable-diffusion-specs/
Img2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-one
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Bakery: https://rentry.org/ldgcollage

>Neighbors
>>>/aco/csdg
>>>/b/degen
>>>/r/realistic+parody
>>>/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
>>
Blessed thread of friendship
>>
https://civitai.com/models/2318168/the-breast-slider-klein-edition
https://civitai.com/models/2318188/96yottea-style-for-flux-2-klein
it's starting
>>
>>107899578
>>klein-test-v3: 31%|###1 | 940/3000 [11:09<24:27, 1.40it/s, lr: 1.0e-04 loss: 3.270e-01]
>Klein 9B training on 512x512 so fast, you can shit out a 3000 step lora in 35 minutes on a 5090
based
>>
Guys, I don't feel safe.
>>
share your klein training experiences.
tried a person lora with 20 images which worked well with zit. 4b at 512px ai-toolkit defaults for the lulz. fast af but trash results (as expected?)
havent been able to get 9b going on a 16gb carf
>>
>>107899682
I just don't gif af about training these days. desu.
>>
>>107899633
>>Maintain Thread Quality
>https://rentry.org/debo
>https://rentry.org/animanon
why is this still in the OP?
>>
File: 1752097757589672.png (2.13 MB, 1984x768)
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I'm glad that Chinese Culture has lost
>>
>>107899693
because it makes a specific retard no one likes very mad and maintains thread quality
just look at the last two threads if you don't believe me
>>
which recent driver is working with 5070 ti?
I want to use nvfp4 and update the driver to 580.126.09 but X11 won't load nvidia driver abd says device not supported
>>
File: Flux2-Klein_00124_.png (1.34 MB, 992x1056)
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Mel
>>
>>107899682
yeah 4b is a disaster to train for it seems. 9b isnt that great either from what i've read on reddit.
>>
>>107899722
desu
>>
>>107899642
>they didn't even add a category yet
Everyone really needs to stop using this site.
>>
>>107899719
no asking the question makes a specific retard no one likes very mad (You) and maintains low thread quality. I just looked at the last two threads because I don't believe you
>>
>>107899642
>1000 steps
>1 epoch

Jesus. Why is this allowed.
>>
ooh ooh aah aah
>>
>>107899704
I just want more competition in the field, the more they compete the better for us.
>>
>>107899693
ranfaggot hasn't 41%ed yet
>>
>>107899693
ranfaggot hasn't 41%ed yet
>>
File: Klein 9b.png (2.57 MB, 2040x768)
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>>
>>107899763
Is this flux kontext lol?
>>
>>107899770
read the filename lol fr fr ong
>>
I was making a joke about it being fried, but whatever.
>>
>download most popular svi 2 pro workflow i can find
>it doesn't even use the svi2 pro loras

????
>>
>refresh node definitions doesn't do shit, whenever I got comfy open and I download a new model/lora I have to restart comfy for it to show up
>previews randomly stop working sometimes when switching workflow tabs
god I hate this brokenass janky noodle piece of shit UI so fucking much man
>>
>>107899704
Edit model is fun but the likeness is poor when genning people in any position besides facing the camera straight on with a mild expression.
>>
what is the best model to train a lora in about a girl i know who has a lot of available pics on instagram?
Flux?
>>
>>107899761
>>107899762
Samefagging proxy script broke
>>107899796
Now say poothon, trani
>>
>>107899809
Are you going to do anything naughty? SDXL.
>>
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Upscale Latent doesn't work with native wan 2.2?
>>
>>107899820
uh, isnt sdxl literally trash nowadays though? At least for real people?
>>
>>107899824
check out the /r/ realistic parody thread and judge for yourself
>>
>>107899822
it might not, but that's a pretty cool effect
>>
>>107899833
ok, what sdxl model? Or you mean base?
>>
>>107899836
Just wait until someone drops klein lora settings and train that. Or ZiT
>>
>>107899819
you are the only trans person in the room ranfaggot (mr catjak)
>>
>>107899836
its right there in the OP bro
>>
So is Z-Base officially kill?
>>
Does ani ever sleep
>>
>>107899822
You mean the default upscale latent node? Don't bother, it's for single images only and even then it often produces funky artifacts
>>
>>107899859
Idk, some people are saying that training on Klein is a terrible experience
>>107899682
>>107899725
>>
>>107899863
probably. the meth smoking trans nigger that snipe's the OP every time however....
>>
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>>107899804
It's definitely a hit and miss, sometimes it nail that shit sometimes it's bad, after using Z-image turbo for so long I need to get used to model that have variety and inconsistency again lol
>>
>>107899864
So not possible with native at all? I remember doing it with kijais with >lol kijai

It did improve motion, so I want to pursue it again.
>>
>>>/wsg/6074719
:(
>>
somehow, ostris FlowMatch sampler gives me way better outputs for Klein than i can get in ComfyUI.
is there a way to recreate his FlowMatch sampler in Comfy?
>>
So does training on klein really suck that bad? Is it just early installation madness or did BFL cuck us again?
>>
>>107899916
isnt it just euler+normal?
>>
>>107899942
nope, there's some wizardry going on. i believe it's implemented in the CustomFlowMatchEulerDiscreteScheduler class in custom_flowmatch_sampler.py
>>
I hate huggingface so much. Such depressing sad shit system.
>>
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>>107899936
huh? its training extremely well and not just for me
>>107898187
>>
>>107899936
wdym? it trains really well at least from my initial tests
>>
>>107899948
pretty sure i've seen people test it and it was just euler normal. you can try to plot the sigmas in comfy yourself
>>
>>107899953
what tool has been used for training and what settings? doesnt work well for me with ai toolkit defaults
>>
>>107899953
>did that mean anime is already in the base model?
>yes anime is in the base model anyway
what?
>>
>>107899976
metal makes his own scripts. Lodestone is making one that can train regular T2I OR edit so each does not effect the other.
>>
>>107899916
Search erosDiffusion or ComfyUI-EulerFlowMatchingDiscreteScheduler in ComfyUI manager. It will expose flowmatch in the scheduler list. I use euler ancestral/flowmatch
>>
File: huh.png (1.32 MB, 1546x820)
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>>107899963
euler normal, same seed, resolution, number of steps, prompt gives me vastly inferior results in Comfy (see picrel)
Klein 9B BF16 in both instances

>>107899998
thanks anon, gonna try
>>
File: Klein 9b.png (2.69 MB, 1938x816)
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>>
>>107899960
>>107899953
Nice, I was just going on the comments ITT and previous threads, made it sound like loras came out quite bad
>>
>>107900004
i meant to say, Klein Base BF16 in both. not the distilled.
>>
>>107900004
damn, the difference is huge
>>
>>107900004
hmm i see
pls also post the comparison with the comfy flowmatch scheduler after you installed it
>>
>>107900004
Are torch + cuda versions same?
I don't remember what attention ai-toolkit uses by default, maybe check that against comfy's
>>
>>107899633
>https://rentry.org/debo
>https://rentry.org/animanon
Uhhh... local diffusion?
>>
>>107900004
That fox huge
>>
>>107900071
Rentries stay
>>
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>>107900036
still not good, but it has a fuckton of settings and some of them are probably wrong. i think i'll dive into ostris' code and add some debugging info to see what params he is actually sampling with

>>107900059
>Are torch + cuda versions same?
yes, i share the same venv between ostris and comfyui
>>
>>107900071
welcome to ldg. unemployed meth-addicted troon steals the threads to spam his personal agenda
>>
>ani starts talking to himself again
Brace yourselves
>>
>>107900084
>yes, i share the same venv between ostris and comfyui
Bad idea in general as they can easily end up needing different versions of package x so it ends up breaking either or perhaps both.
Defeats the purpose of using a venv.
>>
>>107900091
How is this even allowed?
>>
>>107900091
Hope you can get over that addiction and get your life back together
>>
>>107900101
i'm well aware of the potential issues, don't worry
>>
>>107900110
it's not
jannies rightfully removed her threads for a while but seems like ran became a mod herself
>>
>>107900091
>>107900110
>>107900125
are you really gonna waste your entire day samefagging again?
how does that help you?
>>
>>107900134
original complainer here. those ain't me
>>
>>107900134
Only made second post. I unironically don't understand how shit like this can be allowed here. That's off-topic and borders on actual stalking. Those 2 persons have nothing to do with local diffusion discussion
>>
>we'll have 3 threads of ani talking to himself again
God dammit
>>
>>107900166
Ignore and report, let the mods clean the filth
>>
>>107900146
>>107900154
whatever you say
when you finally realize what has become of your life, remember that there is no one to blame for it but yourself
>>
>>107900154
the fucked up part is the constant doxxing
>>
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>>107899899
wow it's so real
>>
>>107900224
kek
>>
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9kb lora in the house, ostris is a god
>>
>>107900240
default settings 3k steps?
how much vram?



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