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Discussion of Free and Open Source Diffusion Models

Prev:
>>107870453
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/kohya-ss/sd-scripts
https://github.com/tdrussell/diffusion-pipe

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

>WanX
https://github.com/Wan-Video/Wan2.2

>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
>>
>>
Do any of you guys know how to generate authentic anime screencap style?
I know there's a lora, but that just enforces flat anime shading. Outputs just look like megami magazine illustrations.

I want true screencap style; the output should look exactly like a single frame in an h264 encoded video, including subtle blur and artifacts. Outputs should also include the techniques animation studios use for vfx, motion, focus, etc.
>>
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FINALLY A PROPER THREAD
>>
Rentries go in the op you subhuman.
>>
stinky bread
>>
>>107873993
Nope. Cry more idiot. Never accommodating your autism, ever. Autistic retards like you who are obsessed with thread drama and identities are the real problem plaguing /ldg/.
>>
Is there a way to do inpainting or control net with danbooru models? Am I missing something?
>>
Cumfy is the worst shit I ever tried to use. I will wait until Flux comes available for Forge Neo.
Honestly how can everyone voluntarily spend their time with this piece of crap?
>>
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>>
>>107874008
>Never accommodating your autism
says the "man" bending the knee to schizos like debo and ani
>>
>>107874008
just how fucking new are you to not know whats been going on here for the last month
>>
>>
>>107874031
that's debo, anon, obviously he has no issues having a bake without the rentry calling him out
>>
>>107874023
You call it "bending the knee" because you have autism.
The simple reality is that I don't care. I don't know who those people are, I don't care who they are, and see no reason why off-topic identities should be included in the OP of a diffusion thread.

Once again, I am never adhering to the demands of an autistic little loser like you.
>>
>>107874008
>>107873993
>>107874005
>fail thread doesn't have reentries
>proper thread also doesn't have them
schizos lost
>>
>>107874054
>I am never adhering to the demands
says the "man" adhering to the demands to ani and debo and bending the knee to those schizos btw
>>
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>>107874042
>>
>>107874031
Because I don't live in this general you smelly autist. I post here and there but pay zero attention to any drama. Not everyone who uses this website is a mentally unhinged moron like you, deeply invested in the politics and drama of 4chan generals.
>>
>>107874063
why'd I kek
>>
>>107874065
>I don't live in this general
so you have no idea of the history of /sdg/ and /ldg/ and yet you decided to be loud on how it should function, that's interesting
>>
>>107874013
pls respond
>>
Oh so he's just a smelly tourist but also cares enough to exclude the rentry links in OP huh that's really strange isn't it
>>
>>107874069
unironically low iq or you are a minor, imagine laughing at random hitler slop in current year
>>
>>107874065
drop the mask debo we know it's you
>>
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>>
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>hatsune miku kissing donald trump on the lips
flux2 klein is killin it
>>
>>107873974
In any case the 4B Base and Distiled are Apache 2.0, and like I said those are the more interesting Kleins if you ask me
>>
>>107874075
I made a thread with the correct subject because nobody else did. I also chose not to include off-topic information in the OP. The "users" you obsess over are not related to local diffusion or /g/. The fact that you're crying so much just further proves how right I am not to adhere to your autism.
>>
>>107874109
>like I said those are the more interesting Kleins if you ask me
why? 4b < 9b
>>
>>107873947
Anyone?
>>
>>107874111
>The "users" you obsess over are not related to local diffusion
Ani is literally a dev that made a software related to local diffusion, are you retarded or something?
>>
>>107874113
easier to finetune->more people working on it->more interesting things being done with it
>>
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>>107874101
more trump X miku slop
>>
>>107874123
So talk about the software of you care so much, idiot.
>>
>>107874125
but it's a worse model though, when Z-image base will be released it'll dunk on Klein 4b so easily, only 9b had a chance to compete
>>
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>>
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>>107874099
>>
>>107874133
won't be possible, you removed the rentries so now the schizos will infect this place and kill this place like they killed /sdg/, congratulations retard, you made it
>>
>>107874145
>>107874133
direct your anger towards answering my question
>>107874013
>>
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>>107874099
take 2
>>
>>107874153
I'm not spoonfeeding anyone on a schizo thread, fuck off
>>
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MIKU!!!
>>
>>107874145
Sure they will retard. I'm sure those reentry links alone were preventing these so-called "schizos" from ever posting here, functioning like garlic to a vampire.
And i'm sure you're totally not some mentally ill loser who is suffering severe brainrot as a result of spending every waking hour of your life engaging in drama on a 4chan general :)
>>
>>107874135
9b has a cuck licence and I'll believe in Z-Base when I see it
>>
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>prompt for nigger
>get pic related
maybe the jews are ok
>>
can flux klein include gory scenes, or have they been censored?
>>
>>107874159
Go ahead and answer me in another thread then, I don't fucking care. Unless you don't know...
>>
>>107874176
>they killed /sdg/ but trust me bro this time they won't touch /ldg/
oh sweet summer child, you have no idea who you're dealing with
>>
>>107874189
im not sure
>>
Man this anon who claims to not care about the rentrys really doesn't like how they've been in OP for thousands of threads huh
>>
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>>107874019
>>
>>107874187
>4kids gun scene
>>
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>>107874189
tried with a basic bloody prompt
>>
>>107874176
>these so-called "schizos"
be careful debo, your mask is showing more and more, you have to pretend harder you have no idea of anything and you are "le neutral" side
>>
>>107874193
Oh I'm fully aware you are severely mentally ill, anon.
>>
>>107874220
who is debo
>>
>>107874220
>I am just "le random anon", trust me bro, but if you ask me to take a side for the schizos that killed /sdg/ and the anons that add those rentries to prevent /ldg/ to be killed as well, I'm gonna side for those schizos for "reasons"
>>
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>>107874189
have another
>>
>>107874238
blue board benchod
>>
>>107874238
poor girl dropped the ketchup bottle
>>
>>107874240
what are you worried about its just jam on the floor
>>
>>
>>107874254
>20 minutes to gen each image
how is that 1060 holding up
>>
>>107874191
>Go ahead and answer me in another thread then
it's too late for that, debo made this thread it means we can't make another one
>>
>>107874238
not bad
>>
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>>
>>
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believe it
>>
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>>107874275
>>
Flux redeemed themselves. No one endless waiting for z image base finally. Gonna use klean instead for tune.
>>
Btw, ltx2 got a big fix with their new normalizing sampler https://www.reddit.com/r/StableDiffusion/comments/1qdug07/ltx2_updates/
>>
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>>107874275
>>
>>107874330
where is the fix? give me please
>>
>>107874362
lol
>>
>>107874348
>>>/wsg/6073313
>>
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>>107874293
>>
the easier it is to gen great image is the less i want to do it. i think in two months i'll be done with this hobby entirely.
>>
>>107874431
didn't ask
>>
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zit

prompt
https://pastebin.com/mMWaQ3Y9
>>
zit and klein are basically the same afaict
>>
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>>
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looks like Lodestones is gonna try a tune on Klein 4B
>>
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>mfw genning
>>
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>>107874443
>>
>>107874113
cause speed / quality ratio, like I said. ZiT is 6B + 4B TE. Klein 9B is 9B + 8B TE. Klein 4B is 4B + 4B TE.
>>
>>107874466
>*David Cronenberg had liked this post *
>>
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ltx handles all body physics. no more need for physics loras, great
>>
>>107874483
9b is faster than zit
>>
fuck me I've been trying it with EmptySD3LatentImage like a retard, the output resolution doubles
>>
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>>107874500
>>
>>107874466
What about zeta my nigga?

>>107874493
M A N G L E
>>
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>>107874460
>>
is flux klein better than zit? i dont care about weeb shit
>>
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>>107874633
>is flux klein better than zit? i dont care about weeb shit
used that as prompt
>>
>>107874633
knows more, is even faster, is fine tunable. Not as aesthetic tuned but is not locked to hard to results because of it
>>
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>>107874633
>i dont care about weeb shit
you are lost my son here have this
>>
Enjoying your base model you fucking pieces of shit?
>>
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>>107874649
can we train loras yet? does it know about nipples?
>>
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>>107874654
>>
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>>
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>>107874673
i saw a monkey with nipples in the previous thread
>>
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>>107874691
>>
I like LTXV's energy, I've give them that
https://www.reddit.com/r/StableDiffusion/comments/1qdl0dd/ltx2_vs_wan_22_the_anime_series/
>>
can it do shrek
>>
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https://files.catbox.moe/ocwcod.png

This one has too much grain because I'm a dumb fucking whore. Just skip the noise generator or tone it down on the photo upscaler and you should be fine
>>
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>>107874758
>>
>>107874732
2 is insanely good damn
>>
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>>107874769
>>
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>>107874772
SOMEpeoplecallmethespacecowboy
https://files.catbox.moe/9ojzb7.png
>>
>>107874783
>tfw no voxel miku gf
>>
4B for sure lost some knowledge but its still very good. zit is trained to breaking on aesthetics but we can reason that its base will look a lot closer to flux
>>
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>>107874799
>>
>>107874466
A completely undistilled medium-sized model. Strong general-purpose capabilities. Very solid, nothing really wrong with it. All he has to do now is finetune it with the Chroma dataset, using normal methods.

Any bets on how he manages to fuck it up?
>>
>>107874835
Did you donate?
>>
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>>107874835
despite the shitty base chroma is the best image model for non vramlets, I am excited on what he can do with a actually good model
>>
>>107874865
that isn't chroma
>>
how much vram do you need for klein 9b?
>>
>>107874880
256 gb
>>
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>>107874880
Q8 gguf takes up less than 12gb
>>
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https://files.catbox.moe/7d1k97.png
>>
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>>107874864
>>
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>>107874878
yes it is
we doing this again?
https://files.catbox.moe/c5fzvz.png
>>
>>107874886
wanna share your workflow?
>>
>>107874897
catbox isn't the same as that one, stop larping
>>
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will the anti chroma shizto ever give up? Maybe a model small enough for him to run will make him stop sour graping
>>
>>107874673
I'm not using the correct clip, I had an old qwen3 8b abliterated lying around so I'm genning with that so it might work better with the original model

it does breasts but the nipples are meh. The moment you indicate size, it will give you gens where she's wearing a bra. For genitalia it gives you nothing, like a Barbie doll. Though if you prompt for naked/nude, 80% of the gens will have underwear on

All in all, it's censored up the wazooo
>>
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>>107874865
>>
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>>107874901
used the workflow from here:
https://comfyanonymous.github.io/ComfyUI_examples/flux2/

changed the unet loader to gguf everything else is the same
>>
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>>107874886
>>
>>107874914
also,
(censored, sfw, wearing clothes) as a negative prompt doesn't do much of anything
>>
are latent previews working in comfy again or nah?

also LTX extend workflow is pretty fun:

https://files.catbox.moe/hae03w.mp4
>>
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>>107874890
>>
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Chernobyl chicken
>>
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he says he can train on 4B for cost, then transfer to 8B at the end to regain 9B's extra knowledge
>>
>>107874969
and z base is coming out in two weeks
>>
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>>107874897
>>
>>107874969
Why is this furry just training random shit for funsies? Are we going to find out later that he's Elon or something
>>
>>107874978
seems like people are done waiting
>>
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>>107874954
hmm, surely flux will do better with simpler/cleaner styles like bw manga?
https://files.catbox.moe/pe8gql.png
>>
>>107874983
Furrys are the richest group in the world moron, he has plenty of 6000s to spare
>>
>>107874983
isn't he community funded?
>>
>>107874983
he makes papers based on his experiments. He is researcher first, model maker 2nd.
>>
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https://files.catbox.moe/134vd8.png
>>
>>107874911
can't post boobies
https://files.catbox.moe/p6jv5x.png
>>
>>107874983
he made ramtorch so he can use old servers + tons of cheap 4090s to train with instead of needing to rent H100s anymore. Also he apparently got some rtx 6000s as well
>>
https://www.reddit.com/r/StableDiffusion/comments/1qdug07/ltx2_updates/

We were overwhelmed by the community response to LTX-2 last week. From the moment we released, this community jumped in and started creating configuration tweaks, sharing workflows, and posting optimizations here, on, Discord, Civitai, and elsewhere. We've honestly lost track of how many custom LoRAs have been shared. And we're only two weeks in.

We committed to continuously improving the model based on what we learn, and today we pushed an update to GitHub to address some issues that surfaced right after launch.

What's new today:

Latent normalization node for ComfyUI workflows - This will dramatically improve audio/video quality by fixing overbaking and audio clipping issues.

Updated VAE for distilled checkpoints - We accidentally shipped an older VAE with the distilled checkpoints. That's fixed now, and results should look much crisper and more realistic.

Training optimization - We’ve added a low-VRAM training configuration with memory optimizations across the entire training pipeline that significantly reduce hardware requirements for LoRA training.

go update.
>>
>>107875012
tourist
>>
>>107874969
>>107874983
>doesnt fix x0
>doesnt have a working zeta chroma
>starts a new project

SIR, PLEASE!
>>
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>>107874967
>>
>>107875021
he will start finetuning it and abandon it when z base comes out to start again
>>
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>>107874443
made her fat with skinny slider lora and it gave her two drinks
>>
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>>107874967
chiken
>>
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>>107875026
try this one anon im curious to see the results
>>
>>107875038
>when z base comes out
Chinese culture.
>>
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>>107874989
You tell me
>>
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>>107874925
>changed the unet loader to gguf everything else is the same
what clip are you using? i think qwen-4b is crashing it for me
>>
>>107875038
has he abandoned a model yet? fluffyrock were the basis of most sdxl models, chroma base and the 2k res one is done, Radiance is still training...
>>
>>107875055
pull
>>
>>107875053
zit is too realism biased
>>
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>>107875001
>>
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>comfyui klein workflow
>there's like six nodes in total but he hides everything useful in a subgraph
why is he like this? yes yes i know i can right click to unpack it but does he not see how dumb that is
>>
>>107875084
real?
>>
lodestone is saying he does not think zit base will beat klean. That zits entire thing was RL training till it overfit on aesthetics and that the underlying content seems worse than klean.
>>
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>>107875039
>>
since May 2025 if you post celebrity deepfakes, you can go to jail
now thanks to "Grok put her in a bikini" you can go to jail for pretty much anything
careful with your local AI slop anons
https://www.engadget.com/ai/senate-passes-defiance-act-for-a-second-time-to-address-grok-deepfakes-212151712.html
>>
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https://files.catbox.moe/jblurj.png
>>
>>107875084
>then there's another greyed out subgraph with all of the nodes copied over except the distill model selected
sasuga comfy
>>
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>>107875042
>>
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>bought RAM in October
>bought 5070 ti in December
dodged some bullets
>>
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>>107875115
that 4b result looks neat took inspiration ty anon
>>
>>107875105
why did you do this?
>>
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>>107875084
>>
>>107875105
>write 3 words
>go to jail
>service provider untouched
corpofaggotry at its finest
>>
>>107875154
you voted for this
>>
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>>107875108
>>
so, the new distilled models have a better vae so that will fix audio and other issues, say the devs.

we'll find out after 27gb downloads I guess
>>
>>107875105
Isn't bikini a socially accepted outfit?
>>
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>>107875109
>>
>>107875183
only if its

>consensual
>>
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>>107875198
Did Trump consent all the “parodies” that leftists made of him?
>>
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>>107875136
np :)
>>
>>>wsg/6073370
>>
>>107875208
>unanimous vote
>somehow blames democrats/libs
huh?
>>
>>107875198
https://i.4cdn.org/wsg/1768528518674591.mp4
>>
How SAFE is the new flux model?
>>
>>>/wsg/6073370
>>
>>107875226
it can do boobs >>107875008
>>
>>107875220
can you answer the question? now that a leftist want to put trump in a caricature image, do they now have to ask him for consent?
>>
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I've been getting insane captchas after clearing the cookies jesus christ
>>
>>107875244
i dunno lol
>>
>>107875254
it would set a precedent don't you think? if you can't make fun of someone with a montage, what's preventing the president of the united states to put in jail all the journalists that made caricatures of him?
>>
>>107875263
what makes you think im in favor of this law? all i did was point out both parties, which i find moronic mind you, voted on this stupid law
>>
the only time i ever get good use out of my 10gig line is when there's a new model to download from huggingface... they're the only ones on the whole damned internet that will let a 10gig run full speed
>>
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>>107875272
hey i ordered you a gift :)
>>
>>107875234
Oh, actually surprising, I really expected them to censor that from their datasets.
>>
you better listen to the man:

https://files.catbox.moe/bkjcl7.mp4
>>
>>107875277
5060 ti is based. you can play at 1080p like a hood nigga
>>
I still prefer Z-image outputs overall. Hopefully that's enough competition to make them release base sooner rather than later.
>>
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>>107875292
a hood nigga you say?
>>
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>>107875270
need term limits for senators
>>
>>107875292
zoomers and younger deciding that they should talk in ebonics is one of the mysteries of our times
at least I understand where the gamer talk comes from
>>
>>107875299
>I still prefer Z-image outputs overall
you just make women don't you?
>>
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>>107875234
seems better than whatever they did with earlier flux, but they still fuck you over whenever they want if they go full big brother and start playing whack a mole in civitai
>>
>>107875323
Is there anything else in life?
>>
lmao, it knows trump natively so no need to clone voice with the extend workflow.

the man is dancing while he sings "I'm thinking Miku, Miku, ooo eee ooo. I'm thinking Miku, Miku, ooo eee ooo. I'm thinking Miku, Miku, ooo eee ooo! I'm thinking Miku, Miku, ooo eee ooo."

https://files.catbox.moe/845vlq.mp4
>>
lmfao.. downloaded flux klein models and workflows.. updated comfy.. now the seed randomizer doesn't do shit.

cool software bro
>>
>>107875326
how long until they're able to watermark model files with your computer info?
>>
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>>107875335
i think subgraphs break the randomizer, try getting rid of it by right click -> unpack
>>
>>107875347
dunno but I'll never trust a model maker writing a giant wall of text about safety in each of their release pages
>>
>>107875247
vibes
>>
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>>107875333
wonderful
>>
>>107875333
the man is playing a rock guitar while he sings a heavy metal rock song with the lyrics "L D G is the place to be, generating one girls for you and me! Hail Satan!"

https://files.catbox.moe/ps0934.mp4
>>
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>>107875359
that works.. why is comfy so retarded?
>>
the man sings a song in the style of Frank Sinatra with the lyrics "L D G is the place to be, generating one girls for you and me! Videos and images, it's the place to be!"

well, he's no Frank, but he tries

https://files.catbox.moe/6aaeyv.mp4
>>
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forgive me father for i've genned 1girl
https://files.catbox.moe/b2kokb.png
>>
lmao

the man sings a song in the style of Frank Sinatra with the lyrics "I'd deport them all to win your heart, killing illegals was love from the start!"

actually kinda decent

https://files.catbox.moe/3tgo4o.mp4
>>
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>>107875438
also lol, it knows spongebob natively too

https://files.catbox.moe/vxus55.mp4
>>
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yeah this is the new one, just flat replacing the old sampler without touching it or anything else on my workflow turned the audio into noise.
>>
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update NOW (if distilled version)
>>
>>107875477
how does that work? how did you select these numbers?
>>
>>107875477
you have to use it for the first sampler, the 2nd needs to be the regular one
>>
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most murican thing posted yet this year
>>
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>>107875399
idk man comfy just do be retarded like that sometimes
>>
>>
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Flux Klein is probably the best local edit model right now
>>
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>>107875538
>>
>>107875496
you are correct
as reward you get to watch this sloppa https://files.catbox.moe/flxmyb.mp4

>>107875494
they are the default values
>>
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these captchas are killing me man
>>
>>107875567
they said it could help with video as well but good settings for the video values need to be found. Either way they said its just a fix until 2.5 which is training already
>>
>>107875220
I blame all of them. Why do the people who do consent have their service limited because someone else got their feelings hurt? It's all feelings based nonsense because they're scared of a new technology.
>>
>>107873947
Anyone?
>>
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https://files.catbox.moe/nwqf8x.png
>>
>>107873947
"anime screencap" is the tag, it looks exactly like you said, like a screenshot from a trashy anime episode



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