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Discussion of Free and Open Source Diffusion Models

Prev: >>107972559

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

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


>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

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

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

>Wan 2.2
https://comfyanonymous.github.io/ComfyUI_examples/wan22/

>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
Check Metadata of an Image: https://sprites.neocities.org/metadata/viewer
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

>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
>>
blessed thread of frenship
>>
Blessed thread of frenship
>>
ssed thread of frens
>>
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Thanks for the proper bake
>>
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repostan
>>
>>107974488
thanks for reposting another anon't image
>>
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give the man at the bottom left a white hoodie and baggy jeans, and white adidas sneakers. change the background to a disco.
>>
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later gooners
>>
cozy bread
>>
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>>107974504
>>
it saddens me to see that maintaining thread quality is no longer enforced

SAD!
>>
>>107974570
ok jew
>>
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>>
>>107974528

Can a MF get a catbox please!
>>
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>>
kek
>>
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replace the face of the man in image1 with the man in image2.

I CANT PROTEST
>>
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>>
totally organic thread
>>
>>107974644
are you using qwen image edit 2511 with the multiple angle lora?
>>
why is face swap still absolute garbage... STILL?
>>
>>107974672
garbage gens as always, 3dcgi pornmix sloppa
>>
LTX really needs to stop changing the face as soon as it moves too much.
>>
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ahem, whites only.

>>107974738
do big models do it better? idk, with gemini (nano banana???) it loves to change perspective with hard cuts.
>>
>>107974644
highly controversial side view.
>>
still waiting on the human stump / amputee lora.
>>
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>>
Do any pay image models have TRUE negatives? cfg and nag aren't true negatives in terms of actually guiding generation, what they do is way dumber. They're mostly good at helping with color.
>>
>>107974835
I can tell it's supposed to be Madonna, but it's not really quite her, you know?

btw, with capchas getting harder, how long before it's literally just apply to Mensa?
>>
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Hilarious. Why doesn't she get out?
>>
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replace the man in the blue shirt in image1 with the man in image2 in the same pose
>>
>>107974880
> the license plate says ice
no.
way.

freaking rn
>>
cozy bread

syke
>>
dead internet theory thread of stolen posts and bots
>>
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>>107974880
replace the man wearing glasses with donald trump in a black business suit in the same pose. he is pointing a gun at the head of the black man on the floor.

kek
>>
bake a real thread
>>
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>>
okaaay here's my warm take

best gonzoomer model
>t2i
>Flux 9b
>i2i
>Flux 9b distilled, qie being a distant second
>t2i FAST gens
>zit wins
>best feet
>zit feet lora

Is this consensus yet?
>>
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>>107974936
great example of it getting necks wrong.
>>
kill ani
>>
>>107974941
is there really a noticeable difference between base klein and distilled? I thought from the tests they gave pretty much the same output.
>>
>>107974941
>best feet
Nope, that is Chroma by a margin.
>>
>melodrama finally quiets down
>thread just turns into /poldg/ instead
thrilling.
zimage cant come out soon enough. >>107974963
does anyone even run chroma with its higher cost to run though? or are quants decent enough?
>>
>>107974961
Have you ever compared a distill model to the regular one?
https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence#:~:text=Performance%20Analysis
>>
Chrobama
>>
>>107974963
which one?

Also, try constructing a prompt for this.
https://knowyourmeme.com/photos/1449412-piper-perri-surrounded

You don't need a likeness.

It's not that easy.
>>
>>107974981
>https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence#:~:text=Performance%20Analysis
According to this distilled is just better.
>>
>>107974981
why is he shit at labeling charts?
>>
>>107974939
>>107974835
is that supposed to be SS? likeness is not very good. lora or edit?
>>
>>107975030
Honestly, none of this is very good. It's like this zipper I bought from china that keeps falling off.
>>
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lmao what a bamboozle
https://huggingface.co/FlashLabs/Chroma-4B
>>
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>>107975030
lora
>>
>>107975030
All characters appearing in this work are fictitious. Any resemblance to real persons, living or dead, is purely coincidental.
>>
>>107975053
is this an actual finetune or did he do frankenstein surgery on the model again
>>
>>107975053
is this conversational?
>>
>>107975058
hmm thats what i thought. quite similar to my f2k character lora results. it somewhat looks like the target but not really. 4b or 9b? any information on the dataset/settings?
>>
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isnt AI fun?

replace the man on the top right with donald trump who is standing up and pointing a two black pistols down at the bald man at the bottom left of the image. remove the man at the bottom right. keep the appearance of the man at the bottom left the same.
>>
>>
Speaking of chroma, lodestones is actually updating the new model hourly, kek absolute madness
>>
some of you need conversion therapy
>>
>>107975112
to what?
>>
>>107975105
Any news on when Zeta Base will be released?
>>
>>107975105
she should be obese from all the bloat
>>
>>107975105
So good to see you again! I haven’t seen you since your last post, back when you raised $17m.
>>
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>>107975070
No, it's coincidental naming lol.
>>
>>107975091
>it somewhat looks like the target but not really. 4b or 9b?
9b. It actually looks pretty ok considering how different she looks like with different make-up.
>>
>>107975105
Could OpenAI’s deficit affect Comfy.org in any way?
>>
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>>107975105
still fluffy. she isn't outputting the sampler to view/save the image?
>>
>>107975140
it's okay at best. pretty sure a zit lora would blow it out easily with the same dataset and number of steps which pisses me off
>>
>>107974738
I gave up on LTX because of the bad quality melty faces and the tendency for it to generate retarded slop. Its a shame really because it runs faster than wan 2.2 and has audio, its good when it works but its not mature enough to be used for serious projects imo.
>>
>>107975143
The more cloud suffers, the more local thrives. Bubble can't come soon enough.
>>
>>107975105
Why Comfy desktop?
>>
>>107975105
Regardless of what’s happening comfy’s progress speaks for itself, the amount of hard work behind the UI is undeniable, thanks.
>>
>>107975157
>There are better options now
I'm interested, what are these
>>
>>107974936
that should be a little white girl he is kneeling on
>>
>>107975201
brown
>>
>>107975206
haoming02 fork on comfy, he deleted all the API bloat and telemetry
https://github.com/Haoming02/ComfyUI
>>
>>107975209
Sick fetish you got
>>
>>107975221
no I mean to make it more actual.
>>
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Me when I download and run a random ass github repository on my computer (it killed my family and inoculated me with monkeypox)
>>
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man I love the ability for klein edit or QIE to emulate fonts.
>>
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>>107975120
to nofap Jesus.

>AceStep 1.5 comes out today
>Z-Omni and Z-Base come out this week
>The sun is shining
>It's over freezing (!)
>Greenland is ours by midnight.
>bjork (only hot, not flat-chested like some pedo shit) Greenlander gf this month.
>>
That's the power of the Father in the life of the nofapper ladies and gentlemen.

btw, are we naming the 3x3 squares creatures?
>>
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>>107975156
apparently the distilled model is overbaked and the solution is to use the distilled lora at around 0.6 strength. Will try it. Honestly I think people just haven't figured out the proper settings for it yet.
>>
I am concerned about decontexualization .
>>
Has there been any change in tagging/interrogation models or am I stuck with WaifuDiffusion? I'm thinking for things like flux with more natural-language prompts instead of the booru tags that WD spits out.
>>
>>107975217
does comfy phone home?
>>
>>107975378
For SFW you might want to use QwenVL.

NSFW pixai / joycaption / wd.
>>
>>107975382
yes, everybody knows this. also full of api shit. that fork might make comfy usable in local diffusion thread, but we might need to remove cumfart's spyware from the op. we should change it for the next thread
>>
what smells like cat piss?
>>
>>107975392
Joycaption looks promising. Thank you anon.
>>
>>107975413
I actually want the api shit. I can call workflows from sillyTavern.
>>
>everybody knows it phones home and logs your prompts to the comfy server
>still zero proof
>>
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>>107975285
>>
>>107975413
Wait. what. So comfy is not local? It's cloud?
>>
>>107975382
No, if there's one piece of open source code you can trust not to phone home it is Comfy, since it's being worked on and looked at by a HUGE amount of people given the insane PR flood it has, there's no way to hide a 'phone home' function there.
>>
>>107975476
okay but keep this shit out of local diffusion general
>>
>>107975496
ComfyUI is in the OP
>>
>>107975506
It belongs on /sdg. If you use it, post on /sdg.
>>
>>107975488
100% local, API is just a bonus for those who want it, there is a command to disable all the api stuff --disable-api-nodes put it your run.bat
>>
>>107975496
API =/= SaaS you utter retard. You can use ComfyUI's API locally
>>
>>107975483
He never posts any actual code proving it it's always FUD
>>
>>107975483
Why would you ever assume a shitposter would entertain real discussion?
You can run the thing 100% offline, airgapped, in a VM or something if you want. What would Comfy even do with 1 trillion prompts? Prompts aren't even valuable its models + code that people want.
Arguably that's not even valuable so much as datasets, training and inference methodologies now.
>>
>>107975519
Default phone home is on and hard to turn off?
>>
>>107975506
yes and it shouldn't be. there's a fork that belongs in /ldg/:
https://github.com/Haoming02/ComfyUI
remove apicuck shit from the next op please
>>
>>107975535
Literally just turn off your internet if you're that worried.
>>
>>107975493
yes. this is in contrast to something like Anistudio which has no one looking at the code because nobody cares. for the average anon it would probably be best to stay away from a program like Anistudio unless they have the expertise to review the code themselves
>>
>>107975542
I like to watch streameast while genning.
>>
>>107975519
>you have to disable the adware yourself
Humiliation ritual, anyone who puts up with that garbage is subhuman. ComfyUI is a grift
>>
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>>
posted in wrong thread, oops:

This doesn't work that great on Klein:

a 51 year old green witch with a long nose deals three cards on an old wood table before an obese man. The floor is straw, and there are candles in the hovel. The first card is {The Fool|The Magician|The High Priestess|The Empress|The Emperor|The Hierophant|The Lovers|The Chariot|Strength|The Hermit|Wheel of Fortune|Justice|The Hanged Man|Death|Temperance|The Devil|The Tower|The Star|The Moon|The Sun|Judgement|The World|Ace of Cups|Two of Cups|Three of Cups|Four of Cups|Five of Cups|Six of Cups|Seven of Cups|Eight of Cups|Nine of Cups|Ten of Cups|Page of Cups|Knight of Cups|Queen of Cups|King of Cups|Ace of Pentacles|Two of Pentacles|Three of Pentacles|Four of Pentacles|Five of Pentacles|Six of Pentacles|Seven of Pentacles|Eight of Pentacles|Nine of Pentacles|Ten of Pentacles|Page of Pentacles|Knight of Pentacles|Queen of Pentacles|King of Pentacles|Ace of Swords|Two of Swords|Three of Swords|Four of Swords|Five of Swords|Six of Swords|Seven of Swords|Eight of Swords|Nine of Swords|Ten of Swords|Page of Swords|Knight of Swords|Queen of Swords|King of Swords|Ace of Wands|Two of Wands|Three of Wands|Four of Wands|Five of Wands|Six of Wands|Seven of Wands|Eight of Wands|Nine of Wands|Ten of Wands|Page of Wands|Knight of Wands|Queen of Wands|King of Wands}.

The second card is {obviously repeat the list}.

The third card is {obviously repeat the list}.
>>
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>Chrobama
>>
>>107975550
Biggest thing is you can vibe audit comfy.
>>
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>>107975433
no problem. there also was: https://huggingface.co/SicariusSicariiStuff/X-Ray_Alpha and some other stuff but usually that will be not polished enough to use
>>
Those were the good old days. Just people living their life, without a cell phone in sight.

What a minute, what are those motherfuckers on the right doing?
>>
i want to use klein 9b to improve the quality of images but it constantly adds details that were simply not there before. how can i best avoid this?
>>
>it's malware
Code's there, go read it
>it' s a grift
grifts are not tangible, misrepresentations or paid
"Generate video, images, 3D, audio with AI"
Yeah and it does that, for free if you gots the hardware.

you can just say you don't like it or it's bad or you don't jive with nodes or whatever
you literally don't need any justification to dislike it but making shit up is obsessed behaviour
like does it matter to you what other people think of ComfyUI so much that you gotta spread fibs
I don't even like it but it worked for Wan/QwenImageEdit/Flux2Klein/etc. and I hate every moment of using the inpaint masking workflow but hey it works.
>>
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>>107975536
reminder to mods that vandalizing an OP and replacing a trustworthy official repo with a random outdated fork is dangerous and may cause harm to anons who visit the site.
>>
>>107975673
ahhhhh it's default castle
>>
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>>107975487
>>
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>>107975685
looks good tho.

>>107975712
with lots of spires
>>
>>107975708
this is one of the most recognized extension developers with a widely used forge fork. any particular reason why are you so quick to defend cumfart being in the op, "anon"?
>>
>>107975536
Because its not like we've had cases of bad custom nodes with encrypted poorly hidden functions stealing passwords and shit...

Any anon who trusts this hack will likely get what they fucking deserve.
>>
I wonder what this thread would look like if we still had the IP counter
>>
>>107975769
>IP counter
I miss it so much.
>>
> https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues
What the fuck?
>>
>>107975769
The most active thread on /g/

Which isn't saying much...
>>
>>107975721
Hey faggot you don't have to use those nodes if you don't want to, but its nice that the option is there for those who do. the code is there to read and is looked at by many people, there is no phone home with this software.

No one fucking cares what you think faggot, your a waste energy, time and resources fucking kys.
>>
this is so tiring. I'm just gonna leave fuck this place.
>>
well i am out of here, it's just one guy now using proxies to harass anons and developers he doesn't like. all while stealing posts and trying to gaslight the mods into banning actual anons. it's was great for a while but even the mods don't care about this board anymore and if anything ani just showed me how pointless it is to spend time on anon boards with how easy it is to ruin them these days.
>>107975769
it would look normal because he is abusing proxies and mods only care about the fake engagement and not the few anons left that barely use these threads and boards. this place doesn't want you here period.
>>
SaaS shills are seething hard today. The decline of ConfyUI is well documented
>>
Honestly not using comfy is just a skill issue.
>>
>>107975860
I like that it's a filter keeping out non-whites, but I don't like the bugs, and I'm tired of them.

There are so many bugs. ksampler sucks. reroute sucks.
>>
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>>107975804
rip, u will be missed anon
>>
Wait, am I the only respected discordfag who comes here to shitpost and laught? You retards actually take this place seriously?
>>
>>107975926
I'm from /b/ and /pol/ where every day is schizo shitposting day, I don't understand these snowflakes
>>
We should have a capcha that just makes you type "I curse vishnu".

>>107975926
Only the white race does this.
>>
This really is the Chinese century. They gave us all these great llm and image models, and today we'll get Ace Step 1.5 for music on 2gb of vram. Plus, the Chinese created covid, so we can have the houses and nice cars the old people were hoarding.
>>
For me this is a tavern, why would I take this place seriously when nobody important comes here to announce anything. Everything happens on Discord and reddit. Lodestone, Laxhar, checkpoint makers, Lumina, Pony, UI devs all communicate on Discord and Reddit, this place is for shitposting and venting without getting judged.
>>
>>107975968
> and today we'll get Ace Step 1.5 for music on 2gb of vram
But you've told 4gb
>>
/ace step general/
>>
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Breaking News: Base will not be released tomorrow either
>>
>>107975821
i don't get this cumfart devotion. doesn't make sense unless you are paid to support it. it's a bloated spyware piece of shit, nobody in their right mind would defend it just because they use it. there are certainly shills here
>>
>>107976040
with all the money invested into cumfart they certainly could use some of it into astroturfing
>>
>>107976062
>astroturfing
Why tho? like I get it. comfy is kinda shit. but it's the best thing we've got.
>>
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>>107975999
it's in two weeks trust me
>>
>>107976040
If you had 17 mil what would you do? You need to actually have a plan to support that money.
>>
>>107975804
see you tomorrow
>>
>>107976073
90% of the these into gen AI could get to the same result with Forge Neo instead. Change my mind.
>>
comfy should be dragged out on the street and shot
>>
Well, Debo abandoned the hobby, maybe we should reconsider returning to /sdg/ desu
>>
>update comfy
>none of my workflows work anymore
>>
>>
>>107976113
Yeah. It was nice thinking we could vibe local but we must obey our cloud overlords.
>>
Maybe this should be the last /ldg/ thread? We could try 1 week in /sdg/ and see how it feels, then if we are not comfortable we can bring back /ldg/?
>>
>>107974961
wat
they're quit different even on the same seed, usually
>>
>>107976081
Peпis
>>
>>107976129
Yeah, I think it's healthier for my sanity to watch a couple avatarfags than this incessant Ani vs Catjack schizophrenia
>>
>>107975999
>BASE TOMORROW
>Hunyuan Image 3.0 update without even open weights
jej
>>
>>107976126
My LA office btw.
>>
>>107976129
>>107976141
your jedi mindtrick is finally working on me
wtf i love anistudio now
>>
>>107976141
*Debo vs Catjak*
>>
admit it
>>
>develop the most popular diffusion UI
>get millions of dollars in funding
>even get a girlfriend despite being a giga-autist
>check 4chan
>your former co-worker and "rival" is spending every waking moment FUDding you and having petty wars with anonymous posters
>>
>>107974835
>>107974939
>>107975058
>we have sydney sweeney at home
>>
>>107976126
me on the left chair sitting with knees up and feet on chair
>>
>>107976155
why are you so obsessed with it, nobody even mentioned anistudio and yet here you are, "anon"
>>
>>107974443
Baker, let's try this new /ldg/ phase, merge with /sdg/ if possible. Don't bake more or maybe call the other general /lsdg/ and invite /sdg/ anons
>>
>>107974504
give back the guy on the right his head
>>
>>107976173
let me suck your smelly cock ani
>>
Weird how that pops up right after n*gbo declared that /s*g/ is dead
>>
>>107976121
thats a feature. reinvent yourself.
>>
>>107976176
So much this, I miss Lumi and Koala fag
>>
>>107976121
yet we aren't allowed to use improved debloated forks because apparently some schizo declares them untrustworthy. enjoy your cumfart
>>
>>107976179
the funny thing is the original photo some idiot posted had no head on them, lmao
>>
>>107976186
nooooticing
>>
>>107976202
ani
l want to give you a rimjob
wya? lets meet up
>>
>>107976202
I mean i get it
ComfyUI has over 100k stars on github and over 11k forks
If we discuss every fork we would do nothing else anymore
ComfyUI is just WAY too popular for discussing forks
>>
Are you ready for z-base tomorrow?
>>
>>107976243
auto1111 has 60k more stars and twice as many forks. shut up
>>
>>107976249
No! Please delay it until Friday.
>>
>>107976250
Yes!
Even auto has a very high amount of github stars and forks!
The thing is that unfortunately, besides all it's features and extensions, it doesn't really get love anymore
So it's okay to discuss notable forks of the very popular auto1111, people enjoy it! And there are valid reasons, because besides being so popular newer stuff is not implemented in auto anymore, bless the forks!
>>
>>107976249
>tomorrow
Thaaaaat's Chinese Culturrrrrre!
>>
>>107976271
>it doesn't really get love anymore
does comfy? seems like everyone has more issues with that
>>
>>107976249
its already tomorrow in china
>>
>>107976271
remember that cumfart started his project out of pure anger after his pr got rejected by voldy
>>
File: 1754060778991217.mp4 (2.9 MB, 896x896)
2.9 MB
2.9 MB MP4
begrudgingly posting in trani bake
>>
>>107975979
What I'm hearing from my sources* is 256mb of vram.

*reddit**
**twitter***
***X****
****weibo*****
*****qwen3 translation of******
******it's traditional, and it doesn't really support traditional
>>
>>107976299
you're posting slop so its ok
>>
>>107976081
lol qwen image can't spell peanuts.
>>
File: Flux2-Klein_00069_.jpg (676 KB, 1200x1616)
676 KB
676 KB JPG
>>107976169
I wish!
>>
>>107975030
>>107975151

Zib might end being as bad as Klein in terms of likeness. In some ways, Zit and Klein are similar in that there are certain datasets that they both suck at.
>>
ahahahahahahahahahahah

I just read the fine print of the ace step 1.5 release promise:
>in the upcoming days
:^)))))
>>
>>107974617
not much going on here, i haven't uploaded the loras yet
https://files.catbox.moe/dt3nr0.png
>>
>>107976337
yeah maybe, but i hope not. zit has been pretty great for character loras even with small datasets
i feel like flux needs 500 handpicked handcaptioned 4k images to achieve decent results
>>
>>107976298
ani made anistudio out of pure anger comfy can't UI/UX
>>
>>107976409
How would you know what motivated Ani? You might be thinking about him too much
>>
>>107976474
i do think about ani too much
im stroking rn thinking about ani.
>>
>>107976294

tomorrow is Chinese Christmas
>>
the fact that ani is here and reading my messages makes my dick throb
>>
>>107976502
see a urologist pronto
>>
holy sshit did they finally release base
>>
>>107976529
soon
>>
>>107976529
yes
it is le happening
>>
>>107976529
proof?
>>
>>107976533
>>107976537
>>107976541
i fucking opened reddit and saw "zit" and "release" in the same tittle and came running here, fuck redditors and fuck the chinese
>>
>>107976126
FUCK YOU AND FUCK YOUR MARKER.
>>
>>107976533
how fucking soon
>>
File: _f2k9b_00116.png (1.99 MB, 960x1440)
1.99 MB
1.99 MB PNG
it only takes one person to make an entire thread insufferable
>>
>>107976559
more than 13, less than 15 days
>>
>>107976568
I'm gonna be rich with all this [make an entire thread insufferable] coin.
>>
File: chroma___0139.png (1.61 MB, 832x1216)
1.61 MB
1.61 MB PNG
>>107976586
don't spend it all in one place
>>
>>107976387
Don't worry, z base will be super easy to train, cost-effective.
>>
Hey remember that video model they released a couple weeks ago and would be a complete game changer?
>>
File: 03114134.png (2.3 MB, 1056x1584)
2.3 MB
2.3 MB PNG
>>107976568
>>
>>107976568
mods' favourite schizo
>>
>>107976635
hi agp anon



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