gm saars

what's even at chardonnay

>mfw Resource news

08/02/2026

>LoRA Dataset Studio: LoRA workflow in one tab
https://github.com/perfectgf/lora-dataset-studio

>comfyui-vram-tracker
https://github.com/PuppetMasterAI/comfyui-vram-tracker

>Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification
https://nvlabs.github.io/Sana/Sol-Attn

08/01/2026

>EU to get power to enforce rules on AI starting today
https://www.taipeitimes.com/News/front/archives/2026/08/02/2003861786

>FameGrid Auto Color for ComfyUI
https://github.com/ultramuseart/famegrid-auto-color#famegrid-auto-color-for-comfyui

07/31/2026

>One-take Creation, Flexible Referencing: Introducing Seedance 2.5
https://seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-introducing-seedance-2-5

>ReToken: One Token to Improve Vision-Language Models for Visual Retrieval
https://github.com/avaxiao/ReToken

>RefineSVG: Visual Feedback-Driven Reinforcement Learning for Image-to-SVG Generation
https://github.com/liuxiaobo66/RefineSVG

>ROAD: Reciprocal-Objective Alignment of Discriminative Semantics for 3D Shape Generation
https://github.com/H-EmbodVis/ROAD

>PhysOmni: Physics-Grounded Multi-Object Scene Generation from a Single Image with Real-Time Interaction
https://physomni.github.io

>DinoLizer: Separating VAE and Diffusion Artifacts in Generative Inpainting Localization
https://github.com/anonyme610/dinolizer

>Inline Studio v1.2.6 - Flux 2 & Minimax H3 API
https://github.com/inlineresearch/Inline-Studio/releases/tag/v1.2.6

>SAM 3.1 Multiplex
https://huggingface.co/Sparknight/sam3.1-int8-int4-convrot

>Suno Loses AI Copyright Lawsuit to German Music Rights Society GEMA
https://variety.com/2026/digital/news/suno-loses-ai-lawsuit-gema-1236825010

>AI labels to be compulsory on authentic-looking content under EU rules
https://www.theguardian.com/technology/2026/jul/31/ai-labels-to-be-compulsory-on-authentic-looking-content-under-eu-rules

blessed thread of frenship

>>109439604
gm oomf

slim pickings

>>109439595
Thanks baker.

Blessed thread of frenship

>>109439635
God I love big titties

faggot

>>109439635
why are there little hairs stuck to her top

>>109439635
she looks 2 feet tall.

>>109439665
>t. not a 6 foot chad
that's how all women look to me

File: 1765974715363986.png (1.42 MB, 1024x1024)

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thanks for the assist my beloved

File: ComfyUI_temp_dynhf_00016_.png (2.85 MB, 1200x1920)

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>>109439665
>Never been with a smol girl

ngmi

>>109439629
your welcome

local is eating so incredibly well /g/ents

Thanks for the style gallery link these work much better than the prompts I've been using.

>>109439635
She looks a little upset but lovely.

>>109439695
aaaand delayed again

>>109439606
Salvation.

>>109439678
>that's how all women look to me
Damn, kinda glad I'm a manlet because I think I would have a 24/7 semi.

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I was under the impression that a new video model would be published when I woke up, it seems that is not the case

>>109439674
>https://litter.catbox.moe/zsmloi65xjorbay0.mp4
let me guess, the prompt had "knocks the lights out of the man"

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>>109439716
>Damn, kinda glad I'm a manlet

>>109439749
her face is melting :(

should real orcs have tusks like in warcraft? i think it would cause a lot of problems. even if i make an image i think wan would have problems animating it

>>109439763
>i think wan would have problems animating it
why? is wan that bad?

>>109439779
there no trainning data since orcs arent real. typically for things like that it may do things like attach the tooth to the lip. blowjob loras may not work at all

>>109439789
ltx can do it

>>109439749
>>109439725
>>109439689
These are real pictures aren't they?

>>109439801
any examples?

>>109439789
>there no trainning data since orcs arent real
84 pages for "orc_male animated" on rule34

>>109439808
how can they be real if our eyes aren't real?

>>109439812
>on rule34
youre about to trigger the lazy fags with this

>>109439808
real or good nano banana gens

reposting, another alleged h3:
https://files.catbox.moe/mjoa7z.mp4

>>109439730
don't have prompts for these, they were on XTwitter

>>109439809
no

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1h30 min until next delay!

so where's the new animating model.. figured this board would be flooded with shit by now

>update a node
>forced to restart comfyui
why is this a thing?

>>109439831
It's just the countdown to announce funding

>>109439827
Big if true. local eating good.

>>109439812
>"orc_male animated" on rule34
as i suspected it fucks up the tusks when animating. thanks for confirming

>>109439831
It's just the test countdown.

>>109439849
>it
What do you mean by "it"?

Wonder if I should make some room on my NVME for H3.

>>109439827
>https://files.catbox.moe/mjoa7z.mp4
smaller than ltx btw, can't wait

where mayli
where jencon
where jebby

>>109439842
I think I recognize this.

>>109439839
yes. I can't verify anything but I think at least most of the videos check out unless this is a really high-effort level of multi-account trolling.

BTW they also showed that the model can imitate ingame equipment menus/item store things and there is someone showing referenced videos (idk if that's on their api only tho)
https://litter.catbox.moe/tar8tpyrxgipqcsj.mp4
https://litter.catbox.moe/b18j9gxw5qpm2c0u.mp4

there are also (quite many, not going to post many tho) examples that suggest it trained on quite a lot of video games in general
https://litter.catbox.moe/t2nk91i9cvju78me.mp4

>>109439896
nice crop

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I removed ComfyUI Manager and rgthree.
I should have done this sooner.

Also the Manager does like thousands of API requests every time you launch Comfy, it's insane.

>>109439919
and nobody believed me when I said cumfart is a telemetry addled mess but nooooo

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>>109439946
so you do realize no one takes you seriously lmao, that's good to know

>>109439911
nice vids, keep edging us anon, I have time to waste before it gets released lol

>>109439919
windows defender outbound rules goes brrr

i just want to take le ebin photos of women and make them sugg digg

making my final adjustments to the kino prompts before i put ltx into the drawer
https://litter.catbox.moe/rbuxhw.webm

File: phone home.png (1.72 MB, 992x1552)

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>>109439946
>>109439919
You realize it needs to ping the api for the custom nodes repository?

>>109439964
have some more:
https://litter.catbox.moe/p658z2pd9d864ya7.mp4
https://litter.catbox.moe/vifghquurtp54p7g.mp4
https://litter.catbox.moe/7u2wkp026br19vyo.mp4
https://litter.catbox.moe/hmtoeut0tbcnb5wb.mp4
https://litter.catbox.moe/hfmx0z1h3v5unf6m.mp4
https://litter.catbox.moe/wl4qt94cl24v3of3.mp4
https://litter.catbox.moe/2xgzvz0qc6ho9u7p.mp4

less selected (some are very dubious artistically) but it still shows it's a nice model

>>109439962
If anon is right, maybe we should be listening to him

>>109439697
Those pesky grey aliens are bothering me. Trying to gen them always create too human like anatomy. They are sort of tubular and lack the muscles in real life.

>>109439989
we want sexy real woman. gib sexy real woman video plz

>>109439983
It does not make sense.
Why not just keep a single file registry that gets updated every X hours and that you download once on start instead of doing thousands of requests?

>>109439962
kek i love autism so fucking much. i would have done this kind of shit if i was still a babby but i grew up...

>>109439989
Where are the hentai gens? That's all I want to see.

>>109439962
i dont get it, what am i looking at here?

>>109440011
isn't that exactly what it does?
>FETCH DATA from: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json [DONE]

>>109439962
you are wasting your fucking time anon, what do you do all day just argue with idiots online? why?

>>109440011
Anon. that's literally what it does tho. downloads it once on boot?

>>109439915
waffle house waitress who used to work the strip clubs

>>109440021
it can't do coom, but with finetunes...
>no base model, only a guidance distilled model
it's over :(, if we're lucky we'll get cope loras but that's pretty much it

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>all the H3 examples are CGI tranime
JSID bruh its unironically over fr

>>109439983
i block all outbound network from comfart so too bad

why lilbro always attach that image to his spergouts tho

>>109439983
that is what it does yes but paranoid fucks think it is spying on them lol.

>>109440055
KEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEK

H3 is DOA because it was trained to turn skirts into shorts at certain angles

why will niggas spam their ugly ass fetish here like anyone wants to see that shit

>>109440053
That's the kind of chick that was extremely wild in her 20s but you can tell now she's really loyal and will make you breakfast in the morning wearing your shirt. But she'll dump you on the spot if you disrespect her in any way.

>>109440054
>it can't do coom
WHAT?!
Into the trash it goes then, I stopped caring.

>>109440055
top geg senpai i'm gonna use it to counter strike our enemies that attacked us so wickedly and they think they got away with it.

>>109440086
no video model can do coom out of the box anon, wan couldn't do it, ltx couldn't do it either

File: LTX_2.3_i2v_00213_.mp4 (1.21 MB, 448x832)

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>>109440053

>>109440055
it can do realism just fine though?
https://files.catbox.moe/unmpmn.mp4

i'm gonna spam pure fucking excrement all over their shit automated 24/7 through 7 proxies, men big obese men fucking curling one out on random shit 24 fucking 7

247 bitch

>>109440097
Grok, Veo, Sora
the censorship was on top, not part of the training like we get with open weight models

>>109440101
kekkedd

>>109440097
kind of the standard doompost about local
>lol can't do nsfw! api do nsfw with sexy bobs seedance is best!
>lol lora for nsfw is cheat needing to be full finetune
>thos finetunes dont count

>>109440103
>CGI
where's the realism?

>>109440111
>and i do not want to chang
chinabros....

>>109440103
not that I care but how is releasing the weights lucrative for them?
I know they're a bigger player in open weights LLM's but as far as I know they've neve given the diffusion crowd anything substantial before, what changed?

>>109440105
proof?

>>109440097
LTX can do coom if you img2vid ????

>>109440133
because in the end they already have way better that will be locked behind api forever. Do not think of it as a bad thing either, they are giving you enough but not the real deal.

One annoying thing with Krea is that you have to wade through mountains of 3DPD and jeet dung to actually find a good LoRA.

>>109440137
well i have to build the dataset first, then those who hacked 4chan i will spam them for the lulz.

schizo meltie~

>>109440157
>>109440137
might even just video my shit sitting on things, just curling out big turds on things it will be glorious!

>>109440147
h4?
and here we are feasting on dregs like trolls, they play us for fools. I'm boycotting

i'm not gonna really gonna do it relax but the thought is funny.

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freedom never tasted so sweet

>>109440149
what does 3DPD mean?

die

>>109439989
The older I get, to more I cringe at anime. idk, maybe it's just those specific gens. but they're really painful to watch.

>>109440204
3 dogs pooping doodoo

>>109440204
three dollars to pound dat

>>109440204
Holy fucking new pleb. You have to over 18 to post here.

>>109440133
>not that I care but how is releasing the weights lucrative for them?
they'll make something better and keep it for themselves, but releasing a decent enough model locally is giving them the best adverisment possible, yes anon, we have that power

>>109440211
you still didnt answer what the 2006 meme bear was, redditor

>>109440204
summer sure is nice, we always get more newfrens

>>109440194
they had to give us better than wan 2.2 and ltx 2.3 to be relevant. They kill those 2 local models is they actually deliver and drive api traffic to them selves in a few month once they announce their latest api model.

>>109440204
>what does 3DPD mean?
imagine being this new

i was about to ask "from what" but i actually dont care that much

>>109440121
https://files.catbox.moe/738d9h.mp4
https://files.catbox.moe/a7fr1h.mp4

>>109440250
>https://files.catbox.moe/738d9h.mp4
umm... based?

>>109440133
>how is releasing the weights lucrative for them?
Advertising for their bigger models.
These things are trained simultaneously. Training isn't infinitely parallelizable so when you have infinite compute, you can only use a portion of that for your flagship training while the rest sits idle. But you already paid for it so you just spin up a smaller model and release it to show off what your larger model is capable of.

Why even release a censored open weights model? Who are you are you even trying to censor?
Companies who do this should get shit on.

>>109440244
imagine being this vague, i don't know what the hell it means either but the fact it has "3D" in it is probably why. I would hate it and do not give a fuck about it so i won't read into it, does that make sense mate?

But in your delusional mind everyone should just be like you and like the things you do... You should see a doctor lol

>>109440259
i dont get it

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>>109440271
>i don't know what the hell it means either

>>109440271
it's a symbol that means "reality bores me, I prefer cartoons"

>>109437680
How did you precisely use regularization images anon?

>>109440271
ever heard of search engines? I know it's kind of an advanced technology but they're actually quite simple to use.

>>109440278
i still do not care fucker you aren't getting it...

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Less than 45min until next delay!

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>>109440286
>you aren't getting it

>>109440285
ever hear people that look at "3D" and instantly know they do have to bother because they fucking don't care? Go see a doctor before you actually hurt people...

>>109440265
and all the while you will be here seething about local because "there is an api model in the works that will be so much better than what local has right now! just wait.. 2 more weeks!!!"
and that api model is some wan 2.7 slop that no one uses.

>>109440295
>until next delay!
if that happens again I'm going to bed, I slept deprived myself too much already!

>>109440295
I assume the delays are on comfy's end, the model isn't gonna change in 45 minutes

so which qwen3vl should I pre-download?

you won't win so do not even try it, he drinks the vodka drink tonight not the slop. i am a fucking social nuke.

>>109440318
no, comfy said on trooncord he also has no idea why it got deleted

>>109440271
>joins a new circle
>it has its own culture and history
>gets upshit mad because it doesn't cater to him
Are you a pajeet by any chance?

>>109440296
I look like this and say this

>>109440309
bodied that freak

>>109440295
this is gonna be great
https://files.catbox.moe/uffs5g.mp4

>>109440335
no British, just a bit autistic, just a bit mind you. smarter than you actually or wiser older perhaps.

>>109440351
>British
lmao

>>109440335
been here before you was born perhaps, literally. bit crazy? you have to be crazy to be here anon.

>>109440351
>British
https://www.youtube.com/watch?v=RBEb2wC8u5E

>>109440351
>smarter than you actually or wiser older perhaps.
Definitely something a wise smart person would say.

>>109440351
good thing no one told you what 3dpd means, need a special license for that.

>>109440359
lmao you know nothing little brown cunt...

>>109440365
>>109440366
kek, bodied that schizo

>>109440369
post eye, ranjeet

I think I'll stick with seedance, it's just a better model overall

you do not want me to be racist then do not be fucking racist towards us, because other wise we will fucking tear you all apart in the end! And there would be nothing you could do to stop us because you all dumb as fuck!

Is it out yet

>>109440351
>bloody hell saar i m british

>>109440386
new character lora when

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>h3
i wonder if people's attitude is automatic, like with sora, or if everything has to be written, like with ltshit

>>109440203
Thank you ani!

i am not gonna continue this conversation but consider your selves warned because it will only take one more and this powder keg will ignite and you will be sorry...

you are not smart at all, we would fucking annihilate you of the face of the fucking planet earth.

God fucking willing.

>>109440408
>Thank you
for what?

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where is the slop
send in the slop

>ani posted and no one noticed
how did that happen?

>>109440417
for being a constant source of amusement.

"white people are nice until they are not"

best thing i ever did hear because it is true do not keep pissing us off.

>>109440420
>car stuck girls
a man of culture I see.

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>>109440386
>the CIA unleashed drunk schizo just before H3's release
come on guys, try to be more subtle about it
https://crestresearch.ac.uk/resources/mining-the-chans/

>>109440436
completely innocuous to even the most pozzed models

>>109440432
kek, fair enough

>>109440437
I just turn off stubs and hide retard posts

>>109440451
god bless the filters indeed

>>109440437
just leave us alone we are nice people really we are i would do anything to help anyone i see skin colour what i do see is racism towards my kind and trust me we will be the ones that win any war. so shutup or you will all find out how brutal we can be when we see pure red... We will make WW2 look like a fun fair compared to how we will retaliate

>>109440473
what the hell did you even prompt

>>109440437
cia? you are a literal fucking pea brain, fucking pea brain.

>>109440473
I'm ready to delete all the bloat space that ltx models uses on my drive

>>109440473
>LTX doesn't understand raindrops
kek, I really can't wait do delete everything from my folder to leave some room to H3

>>109440483
she splashes in the puddle

as i said total fucking social nuke, you wish you could be as me in derailment and its because some anon was racist towards me for being British the perfect justified fuel

>>109440473
LTX is so incredibly awful. What an incredible amount of wasted space on your drive.

>/h/ jannies removed a 32x32 image for being furry
how do I learn to read this few pixels

>>109440495
yes it does

can i pay some website to make me a krea lora if I don’t have the hardware for it?

>>109440512
to be fair that anon consistently produces awful and boring video gens

just dump your dataset here, this gay ass general barely posts actual content

>>109440542
rent a gpu or use civit

>>109440542
you gather the data set and caption the images there is non-zero chance some anon will train it for you

didn't read btw its all blind once you trigger nothing is read only rage pure autistic rage. i learned to control my anger i know what it is and what it does.

it is the perfected weapon, it does not listen it just destroys.

>>109440542
donate to the ldg patreon and anon will do it

>>109440542
post your dataset on huggingface. anons will train the lora and post it here

>>109440545
fact. everyone seethes about ltx while writing one line prompts are wonders why the model doesn't magically read his mind

>>109440565
Ok (((Zeev))), less seething on 4chan and more working on LTX 3.0, if you don't wanna improve, the world is gonna advance with or without you.

hopefully M3 isn't stuck with the stiff movement I've seen in almost all the samples.

>>109440553
>>109440561
what if I have dubious taste in e-celebs

>>109440515
Can't wait for it not to work kek

>>109440590
what's the worst that can happen, you get laughed at anonymously on the internet?

>>109440590
And there's no such thing as someone training your Lora on huggingface. He's trolling you.

might be out in 12min but have fun downloading it at 256kb/s on hugging face!

>>109440592
Awooga.

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And another delay, lmao.

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So is there any info on prompting and basic settings available anywhere yet? I had to iterate on my Wan system prompt dozens of times before getting it to do what I was actually telling it to do.

>>109440586
stop your anti semitism

chinese culture status?

>>109440629
what even is this website

>>109440590
>dubious taste
someone has a more dubious taste than you i can assure you

>>109440635
her hand isn't even on the throttle

>>109440629
real.

>>109440637
you know what to do, release a better model than H3 and people will start sucking Israel's dick again

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>>109440629
naw bruh JSID at this point its unironically over KEEEEEEEEEEEEEEEEEEEEEEEEEEEEK

DOA DOA DOA
MINIMAX IS DEAD. ON. ARRIVAL!! KEK

>>109440629
they need more souls to sacrifice

>>109440644
It's European.

>>109440590
Can be trained as long as subject isn't underage

>>109440649
why are you talking like H3 is ever gonna be released?

>>109440639
american century of humiliation

>>109440644
It's a British bike.

>>109440629
>>109440647
>>109440651
>>109440652
now 100% convinced most traffic to 4chan is inorganic these days, that's nuts. nigga.

https://files.catbox.moe/flwndb.mp4

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>>109440657
it will, trust ze plan

>>109440664
can it do anime that isnt AOM3?

Fucking hilarious. It's never coming out

>>109440664
did it generate the song?

>>109440663
Not really sure how saying "real" would make you think that but ok?

>>109440674
it can do anything if you go for I2V I guess
>>109440678
yes it also made the song

its up
https://docs.comfy.org/tutorials/video/minimax/minimax-h3

>>109440649
i see that h3 is good at animated stuff but i haven't seen anyone do actual kinos with it yet

>>109440686
I was reading that hours ago

>>109440686
https://huggingface.co/Comfy-Org/MiniMax-H3
still 404

>>109440664
I guess I shouldn't be surprised by the total lack of creativity from these gens.

I witnessed the exact same thing on the sora app. You give people the most powerful video generation model at the time and 95% of gens were complete uninspired dogshit.

>>109440685
>yes it also made the song
based

You guys need real computers instead of gay phones and laptops you know who you are

>>109440629
>>109440673
I think they are delaying because Cumfy team couldn't manage to merge the support on time
https://github.com/Comfy-Org/ComfyUI/pull/15224

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It's so over.

>>109440705
comfy isn't the center of the universe.

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>>109440697
>95% of gens were complete uninspired dogshit.
it's not a new phenomenon, it is what it always was
https://en.wikipedia.org/wiki/Sturgeon%27s_law

>>109440712
Researchers and reddit act like it is

>>109440712
Sure ani, now go back and write some code.

H3 soon good lets just talk about that then and enjoy it now.

i know you can see this, consider this a pre warning, we are not here to murder people we are here to dismantle certain systems that oppress but people are now being manipulated by turds that wish us all as a species to be dead or controlled limited and that is what this is all about. do not think for one minute we will not exterminate billions of people to achieve our goals. if we see you as a threat then you are toast quite honestly, we prefer nice calm collected people that are tolerant, we do not like extremists, people who wish to do harm to others based on belief or what ever absolutely we would exterminate to save the human race. we do not give a fuck about peoples trash nonsense, if you piss us off enough from now and into the future we will obliterate you, remove you from this earth.

you fuck about you will find the fuck out. you will yes you will...

>>109440722
Ani has my respect because he is free from this bullshit and he did it all on his own volition

just tried it and its shit. deleted

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>>109440733
pool eet

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>>109440733
WHERES THE MODEL CHANG??

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Chinese Culture strikes again!

>jewlien

ITS HERE!!!
https://huggingface.co/DeepBeepMeep/MiniMax-H3/tree/main

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>>109440733

>>109440746
>>109440747
This was just a stunt ad to advertise their API, just how many posts have you seen and how many users fell into the trap and bought credits for it

>>109440747
They're desperately rushing to train in some filters after seeing how uncensored it can be.

>g posting images instead of phishing links
ngmi

RTX drivers still suck on Windows and Linux?????????

>>109440747
fuck it, I'm getting food.

>>109440747
This will never released stop coping

>>109440758
it's just the text encoder

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>jejypops fell for it
JSID bruh thats it keeeeeeeeeeeeeeeeeeeek

>>109440763
werks fine for me on linux

>>109440772
They crash when run out of vram instead of using swap unlike AMD

a minimax h3 just flew over my house

its 6am in china right now
they're sleeping lmao

>>109440746
>>109440747
what's the point of a fucking timer if you have to wait even more?? reeeeeeeeee

>>109440777
werks 4 me on artix. sounds like you don't know how to use your computer

>>109440770
Yeah, and you better start downloading that shit now before everyone starts sucking all of HFs bandwidth.

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>>109440746
>>109440747
Coming soon!
>>109440629
Fucking called it.

hang on, its coming
t. knower

You guys fell for the chink meme model. Kek.

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>>109440747
>they're pulling the Yoland timer effect
kek, they're learning from the bests

>>109440777
Works on my machine

nothing will beat the comfy count down to nothing

>>109440793
only 800 people? talk about DOA

>>109440798
PRESS S TO SPIT
S

got rug pulled so hard I did a 360 and landed on my dick

>>109440793
>souls

I was going even buy some snacks and everything, thank god I didn't caved in

I sold my car and got a 5090 for THIS

here. we. go.
https://huggingface.co/MiniMaxAI/MiniMax-M3

>>109440814
ouch, is your dick okay

>>109440542
>>109440548
Thanks bros so turns out I used civitai to train something a year ago and forgot about it so I still have some credits left
Can anyone tell me what tool I should be using to caption for krea

>>109440823
>M3

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>>109440823
CHINA ALWAYS DELIVERS, YIPEEE

>>109440823
This isn't it either

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>>109440835
oh wait it's M3 not H3

>>109440837
fud

>>109440792
ty. in the absence of a workflow explaining what files would be useful: do we need everything?

https://huggingface.co/Comfy-Org/MiniMax-H3/blob/main/diffusion_models/minimax_h3_fl2va_pruned_int8_convrot.safetensors
https://huggingface.co/Comfy-Org/MiniMax-H3/blob/main/diffusion_models/minimax_h3_fl2va_pruned_int8_convrot.safetensors
https://huggingface.co/Comfy-Org/MiniMax-H3/blob/main/diffusion_models/minimax_h3_fl2va_pruned_int8_convrot.safetensors

IT'S HERE