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Discussion of Free and Open Source Diffusion Models

Prev: >>107718306

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
https://comfyanonymous.github.io/ComfyUI_examples/wan22/

>NetaYume
https://civitai.com/models/1790792?modelVersionId=2485296
https://nieta-art.feishu.cn/wiki/RY3GwpT59icIQlkWXEfcCqIMnQd

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

>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 frenship
>>
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>mfw happy new year
>>
I shall make no such comment on the increase of slop in the faggollage. I shall not.
>>
>>107724582
>>Maintain Thread Quality
>https://rentry.org/debo
>https://rentry.org/animanon
why are you trying to destroy the thread again? we went over this already
>>
>>107724603
You're still not welcome here thread schizo
>>
>Asking again
Guys, I'm very new to this.
If I want to generate any of the following:
>Photorealistic porn
>Pixel art
>Stylized drawings, including but not limited to anime.
What model should I use? Is a 3060 12gb and 32gb ram enough?
How does it compare to things like gemini and grok?
>>
>>107724625
We tried it and your zombie edition of /ldg/ was literal shit
>t. /ldg/ council member
>>
flux 2 turbo lora dropped two days ago. might make flux 2 worth using
https://huggingface.co/fal/FLUX.2-dev-Turbo/tree/main/comfy
>>
>>107724635
z-turbo image, literally the answer to all your questions
>>
Ignore all of it continue the thread as normal
>>
>>107724625
>we
you and your proxy spam reports, kys
>>
>>107724637
https://rentry.org/ranfaggot
because the thread isn't your toilet to cry piss and shit on
>>
>>107724664
>continue the thread as schizo
>>
>>107724595
together we will defeat the avatartroons
>>
>>107724699
you just responded to one
>>
everything will make sense in the year 2026, no one will ever take the piss out of us again. The luddites are the same retards that called us all anoraks in the 90's they are deeply scared because they are sheep who have been told to be like that.

they never win, they never stopped progress in all of human history and they will not stop it today or any day, carry on genning.
>>
>>107724723
sir, this is a schizo thread
>>
so what year will we have not shit feet
>>
Good vibes only
>>
2026 the year of no base
>>
Positives:
Bad Vibes
Negatives:
Good Vibes
>>
mods are away for new years so niggerjak is going to go on ani rants the whole thread. never give into jealousy anons
>>
>>107724770
Baseless accusation
>>
>civit goes down
>check archive
>also down
hmm, what a coincidence
>>
>>107724781
sad but true
>>
>>107724582
>the rentries are back
/ldg/ is healing, let's goo dude
>>
everyone talking about comfy needing to get replaced but zero talk about how civit needs to die as well
>>
All I want is to train a Lora on cunny and it is so fucking difficult to get any training software running in loonix.
>>
>>107724783
>Baseless
we will end up with no base yeah, so it is baseless :^)
>>
>>107724803
he didn't include the best one
https://rentry.org/ranfaggot
>>
>>107724699
>together we will defeat the avatartroons
based
>>
>ahhh i need zbase i need it AHHHH I NEED IT
>zbase comes out
>proceed to gen 1girl, standing like he's always done
what's the hurry, none of you have the artistic prowess or creativity to do more than that
>>
>>107724819
the poll is still the funniest shit. ranfaggot is a dumb retard
>>
>>107724582
>https://rentry.org/animanon
>any software written by him should be considered unsafe and only run inside an isolated environment such as a virtual machine.
So do i even bother with trying to run it in a safe way? I was thinking about it but i'm glad you anons warned me
>>
>>107724843
Does anyone using ai have artist talent or creativity.
>>
>>107724850
>I was thinking about it but i'm glad you anons warned me
I'm glad we saved another soul on da way
>>
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>>107724843
>none of you have the artistic prowess or creativity
can you?
>>
>>107724850
well you can see him seething and samefagging right now, i wouldnt want to use something by someone mentally unwell
>>
>>107724859
No idea if you're memeing but i just think there is a reason for such a warning to exist in a thread about running software locally
>>
>>107724869
>can you?
[spoiler]2girls, sitting[/spoiler]
>>
>>107724874
what reason is that? is there a specific line in the code you can point out?
>>
>been thrashing my card since 2024
>gpu prices due to increase
>if my 4070tis burns out i'll have to pay almost double to replace it

hold on...just a little longer
>>
>>107724892
if you use comfy I'd be worried about your SSD as well
>>
>>107724843
im more looking forward to the editing model, but i doubt it will be good enough since its probably extremely resource intensive to compose a dataset without completely slopping it up with synthetic data like qwen or flux did
>>
>>107724870
>>107724859
>>107724850
Please read all three rentry links ask yourself
>which ones actually have proof of claims
>which one doesn't look like it was written by a butthurt schizo
Also look in the /e/ thread to see proof of advertising and samefagging
>>
>>107724643
>might make flux 2 worth using
meh, it's still a slopped 32b model, maybe it is better than Qwen Image Edit though so maybe it has an usecase, but I can feel that Z-image edit will destroy everything on sight
>>
>>107724892
just make more money kek
>>
>>107724910
if anything schizo has everything to gain spamming anistudio so his concern trolling could be seen as credible. all three rentries are written by a schizo but the ranfaggot one is more true than the others so it should be included in the op
>>
>>107724910
>Also look in the /e/ thread to see proof of advertising and samefagging
What do you mean?
>>
>hurr we need alternatives to comfy
>anything thats not comfy gets mocked and ridiculed
>keeps using comfy
>hurr we need an alternative to civit
>keeps using civit
>>
>>107724934
I don't know anon the author seems butthurt
>>
>>107724950
it's like nvdia, we know it's an enshittified company but as long as their rivals can't be better than it, no one is gonna change
>>
>>107724934
The "ranfaggot" one reads like a paranoid schizophrenic has written it not even joking
>>
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>>107724805
>>
Here's hoping this thread sticks around, in its correct and proper form.
>>
>>107724905
its fine, i have 5 each with a backup

>>107724919
i will demand a raise
>>
>>107724964
>nvdia
they might make the 5090 into a 5000 dollar card as a joke and then keep pushing and poking the customer as far as they can because its funny to them
>>
>>107724970
98% of anons agree
The creator is a failed dev that can't cope with his ui being a failure because he expected anons to contribute to a for profit license where only he would receive compensation.
>>
>>107724989
>i will demand a raise
do it while showing them your gens, this will guarantee the raise
>>
>>107724970
it's the laziest one ergo least schizo
>>
>>107724950
I think the schizo is a paid anti-shill at this point. anistudio could have been up and running for anons by now
>>
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So, what's your verdict on the new Qwen Image model?
>>
>>107724483
>>
>>107725041
Why would anon contribute to a for profit project?
>>
>>107725042
plastic slop as usual
>>
>>107725042
B-b-but.. anon said Qwen was superior to slopped Z..... What's going on?
>>
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>>107725042
waiting for deepbeepmeep to update wan2gp to support it.
>>
>>107724972
Winzuka is so toxic in all her depictions. Such a mean spirited girl.
>>
>>107724704
this stop playing their fucking games and they be wasting money, do not become the product.
>>
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What happened with Kirkification?
I thought it was going to destroy AI?
>>
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>>107725042
even trooncord got disappointed that the "end of the year present" was Qwen Image and not Z-image base kek
>>
>>107725045
what's wrong with a dual licence? lgpl3 is more permissable and there is an option to get a licence if you want to make something that's static instead. a lot of frameworks do that and if anything it will ensure it will have support for a long time
>>
>>107725067
>Kirkification
the people on the US are crazy desu, a man got murdered in 4k because of words and the first reflex they had was to clown him with memes
>>
>>107725067
it sounds like you don't think and parrot schizos
>>
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>>107725060
nigga its Ganessa Roland from freezing
>>
>>107725071
Looking at the traction and support most people refuse to support such a project.
>>
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>>107725042
giant plastic generator, they said they improved the realism but ultimately you can't save a model that has already been contaminated by synthetic AI slop images on the dataset, they need to start it over and learn from the group that made an actual slopless model
>>
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>>107724803
we came back yay we can do it senpai... exactly 4 boxxy's and the highest number of empty boxxy's sir is all it took. 3, 4 ,5 umm my name is boxxy and i think this sucks its too easy. does not look like others ah of course its always the same stupid star...
>>
>>107724637
>We tried it and your zombie edition of /ldg/ was literal shit
that's what happens when you let a schizo take control of a general, it'll die like /sdg/ died
>>
>>107725067
They are right about the goyim
>>
>>107725141
Why does he think only one person is against his antics?
>>
>>107725149
can't blame the jews for thinking like that after the covid episode, the vast majority of people are cattle it is a fact
>>
2026 predictions?

>ai smellovision
>a local wan2.X release
>culture
>z-chroma
>chinese gpus
>ai board
>>
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>>107725042
>what's your verdict on the new Qwen I-
Don't care, when Z-image base?
>>
now get rid of all the raciest trash and we are good again, delete /pol/

i now now enough.
>>
Why do the frame interpolation nodes keep crashing ComfyUI for me? I'm assuming it's an OOM issue but it doesn't show an error and even then it's weird because I'm using a 48gb vram cloud gpu for videos. It can do one or two vids before it breaks. Already tried the RIFE VFI and kijai GIMM VFI nodes and they both have this issue.
>>
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>>107725179
>>a local wan2.X release
Z-video, just imagine. A 6b unslopped video model that is better than Wan, if they did it for images they can do it for video!
>>
>>107725042
Decisive ZiT victory
>>
>>107725179
Anistudio will get 3-5 pity stars
>>
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>>
>>107725179
>z-chroma
it'll definitely happen, lodestone is so impatient he's already trying to save z-image turbo kek
https://huggingface.co/lodestones/Zeta-Chroma/discussions/1#6955385ac7b9e3139ae49293
>>
>>107725236
I remember some anon predicting exactly this to happen when Zit was fresh
>>
>>107725153
yeah. catjak needs to get a life already
>>
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>>107725179
>chinese gpus
I've heard that Nvdia is about to fuck everyone in the ass (but not like the usual anal fucking, this time it's serious), I like to cope that at some point Nvdia will be so greedy, everyone will help the chinese making competitive gpus
>>
>>107725179
>chinese gpus
Want. Need.
>>
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>>107725236
>lodestone is so impatient
can't blame him desu, tongyui said the release would be "next week" and more than a month later nothing happened, how long are we gonna have to wait gaddamit?
>>
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>>107725212
hello forgotten wan 5b. this model has superb movements and is incredibly fast. we already have models at home, and we're still dreaming about new models...
>>
>>107725253
Thank you for remembering my posts.
>>
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>>107725280
>wan 5b
>this model has superb movements and is incredibly fast.
>>
>>107725236
>lodestone
who cares? he's gonna remove the artist tags like on chroma, he's not that much different to the other horse fucker
>>
>>107725094
Every ginger girl just looks like winzuka to me.
>>
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>>
>>107725212
imagine
>fast as fuck because its z
>trained on 30 second video (ok maybe thats a tall ask)
>free from workflow spaghetti slop

>>107725236
saw it coming, z is too popular not too

>>107725259
>>107725262
will happily endure more culture if it means getting a 4070 level chinese gpu
>>
praying for catjak to recover from schizophrenia going into next year. it's been pretty bad lately
>>
>>107725348
Who?
>>
>>107725236
>https://huggingface.co/lodestones/Zeta-Chroma/discussions/1#6955385ac7b9e3139ae49293
>Flux 2 vae
is it that much better than the first flux vae? desu Idk why he's still going for VAEs after shilling his pixel radiance method so hard, for Z-image turbo I can accept it because we're starting from noise, but for Z-image edit he better has to use the radiance method so that there's no image compression when we edit an image
>>
>>107725208
because they are retarded, frame interpolation actually do trigger high vram just output at 16 fps native its not so bad and and the interpolation is not so good anyway. what are you trying to do anon?

Simple ffmepg for linux below

#!/bin/bash
rm output.mp4
for f in *.mp4; do echo "file '$f'" >> videos.txt; done
ffmpeg -f concat -i videos.txt -c copy output.mp4
rm videos.txt

it works inside the directory you put it could be better but i do not care it fast it just will merge, it will will be save to add more merge clips as it kill output first it does not check properly i should fix that but i know linux bash will just move to next line i've used linux almost 20 years so what ever.

save as .sh file, then chmod it as user not root

chmod +x myscript.sh

then call it with ./myscript.sh

it will first kill previous output.mp4 so its never included in list if it don't exist its no problem really, then it will catalog all files in current directory with .mp4 then it will join them all using ffmpeg with no reinecode and that it basically all it does, stolen from some example over a year ago.

it will leave your input files intack but give you output.mp4 which on new run it will kill and then recreate with what every new merge files you put in the directory.

do not use nodes for it, they will slow they fuck down serious when it comes to many frames....
>>
>>107725362
the guy writing the rentries and false flagging as ani on other boards. he's even done it in the thread already. really sad stuff
>>
>>107725344
desu since the video model will be 6b you can go for longer videos, I feel like the sweet spot is 15 seconds though, 30 is a bit too long for a funni continuous shot meme
>>
>>107725386
Proof?
>>
File: 00267-1095806194.png (2.39 MB, 1248x1824)
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>>
>>107725208
interpolation is not worth is trust me its shit!

it changes video, its a fucking snake oil. bypass remove it! set video combine nodes to 16 fps and forget about it ffs forget about it you will never notice it was an option ffs. some with that color correction garbage its toss, if you can't gen a video using wan with out needing any of that then you have FUCKIN FAILED RIGHT THERE!
>>
>>107725300
less than 2 minutes with fast lora, for 5-second gens. and some movements are literally better than with wan 2.2 plastic
>>
>>107725402
you just proved it catjak. consider genning again
>>
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>>107725411
>some movements are literally better than with wan 2.2 plastic
give me an example then
>>
>>107725409
AND THAT WOULD BE THE SAME FOR THIS NEW SHIT SVI FOR WAN 2.2 IF IT CAN'T PRODUCE WITH OUT BEING PROPPED UP BY SOME OTHER NODES THEN IS REMOVED AND NOT USED I DO NOT FUCKING CARE.
>>
>>107725429
Proof?
>>
File: Z-image turbo.png (2.59 MB, 1536x864)
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>>
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>>107725495
Nice.
>>
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>>
Isn't there a new VLM that came out recently? I'm kinda tired of seeing Qwen 3 vl write thousands of thinking tokens just to rewrite a prompt, it has to be more efficient...
>>
>>107725319
he never removed artists, chroma knows some furry artists but only high count ones. If you read his stuff he said this was a flaw of not training at full precision
>>
>>107725742
>chroma knows some furry artists but only high count ones.
give me one such artist name I wanna test it out
>>
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>>
qwen2515 is simply better than z image, zimage is a cope for jeets with tiny gpus. zimage can't even do text properly.
>>
>>107725788
comfy workflow when?
>>
>>107725766
sort by image count on e621, I don't remember but someone showed me
>>
>>107725788
lets see it do a good Hitler
>>
>>107725802
you don't need one it's just replace 2509
>>
>>107725788
lol that is BS, new qwen is shit, they made it more detailed but even more sloppy cause the details are all unnatural compared to z image and I have a 5090.
>>
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>>107725788
>zimage can't even do text properly.
is this a troll?
>>
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>thread has been healed
poggy woggy
>>
>>107725805
not falling for that trick, thats what you said about edit 2511
>>
>>107725788
>big = good
by that logic HunyuanImage 3.0 is the best local model
>>
>>107725788
>nogen
>>
>>107725817
kek, I remember that moment it was funni
>>
>>107725809
qwen sissies...
>>
id say only flux 2 is slightly better than z image but its certainly not worth the size difference. Its like 20% better for many time the size / speed
>>
>>107725812
/ldg/ will survive all the schizo's meltdowns!
>>
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>>107725830
flux 2 is kinda slopped though, so for realistic shit, nothing is really close to Z-image turbo so far, if you want to do non realism though then yeah I guess flux 2 has slightly the edge
>>
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>>107725839
through dick, unity
>>
>>107725094
holy fucking plastic
>>
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>>107725904
life in plastic, it's fantastic
>>
>>107724843
>gen 1girl
I'll do that, because I'll never get tired of the female body, but I want base more because it means people (other than me) will start working on interesting finetunes. The earlier the better.
>>
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>>107725945
>I'll never get tired of the female body
based take
>>
>>107725945
post your best 1girl right NOW or you're a fraud
>>
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>>
>ani is alone on New Years Eve
>>
>>107725363
cause the whole point of vaes is that they massively speed up / reduce the compute needed for training in exchange for their de/reconstruction being lossy, even the biggest existing open source ones. Unless you want to wait a year for a model vaes are currently still the way to go. There are better vaes this day anyway such as flux 2s

In fact z-images one flaw was that they used a shitty vae and could be so much better still
>>
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happy new year nonies! I have to run to a party so I can't get a post out at the hour. new year's resolution: actually writing documentation so people know what the hell I'm even doing. I'll keep up with updates too! anyways, have fun tonight!

>>107725043
>>107725941
>>107725495
>>107726063
cool gens!
>>
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>2026
>still no Z image base
>>
>>
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>>107724582
Still conflicted between choosing 24gb used RTX 3090 or RTX 5070ti 16gb for AIslop and Futureproofing.

Fuck this price increase rumors man.....
>>
>>107726089
>In fact z-images one flaw was that they used a shitty vae
Z-image turbo is using Flux 1's vae, and that one is insanely good though, I don't know why you went to the conclusion it was a "shitty" one
>speed up
I know that, but recently there's this JiT X0 method shit that makes it really fast, as fast as a vae, I tested it on chroma radiance and it was barely slower than regular chroma
https://huggingface.co/lodestones/Chroma1-Radiance
https://github.com/LTH14/JiT
>>
>>
>>107726112
They are 100% improving it. People will be surprised anyways cause it will not be as good out of the box due to not being preference trained. A difference lora might help but any big finetune will diverge too much and need another batch of aesthetic training which for local only illustrious did a good job of so far at, and they were laser focused on anime
>>
>>
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>>107725812
99% of women's bodies that you cretins fawn after are completely unremarkable. Loose skin with flabs of fat sitting on top of no musculature. You're breeding new generations of pond scum.
>>
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>>107726093
happy new year ani. looking forward to your updates
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>>107726137
>People will be surprised anyways cause it will not be as good out of the box
I don't think people will be that surprised, they did some sublte foreshadowing but people got the memo lol
>>
>>107726119
>>107726134
>>107726141
kewel
>>
>>107726120
>Fuck this price increase rumors man.....
you better chose your gpu right now before those rumors will turn out to be true, and always go with the gpu with the most VRAM, that's the golden rule
>>
4x 5060 ti 16gb
$1200
lots of /v/ram
what moar do you need
>>
>>107726120
fp4 is so important, hell 3090 does not even have fp8, its a easy choice
>>
>>107726201
>fp4 is so important
why? it's a meme quant, I tested out nunchaku on Z-image turbo the quality was terrible
>>
>>107726120
I'd go with the latter.
>>
>>107726211
you said future proof, better ways of quanting weights with automated per weight / pixel comparison will eventually come out and it will become mainstream for speed increases as models get bigger and bigger to compete
>>
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>>107726228
so you want him to buy a gpu based on hypotheticals and wishful thinking? are you insane?
>>
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>>107726233
its inevitable \ not wishful. And 5070 TI is faster than 3090 with fp8 anyways, 16GB is enough, ram / vram block swapping tax is tiny
>>
>>107726229
How'd you get this image of me smoking weed
>>
>>107726246
>16GB is enough
my fucking ass it is enough, if he wants to run Wan he's fucked, and the offloading will make it slower than using a 3090 at full vram usage
>>
>>107726267
>the offloading will make it slower than using a 3090 at full vram usage
Not true at all, unless you are on some shitty DDR4 2600 or something build, its in the milliseconds with kajis 1 pre block retrieval
>>
>>107726093
have fun tonight!
>>
>>107726120
It should only be between 5070ti and 5090.
>>
>>107726290
>5090
it's gonna cost 5000 dollars though :( >>107725259
>>
>>107726292
accelerate the saas fudding
>>
>>107726290
5090 is like 4 times the price of 5070ti. or a brand new entry level japanese car
>>
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>>107726093
>>
>>107726301
lay off him already
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>>107726306
avatarfagging is against the rules, so no we won't lay off him (You)
>>
>>107726267
use kijais nodes, and set prefetch_blocks to 1, issue fixed
>>
>>107726306
>>107726301
>>
>>107726301
this will never cease to be funny kek
>>
>>107726286
>pre block retrieval
>>107726338
>prefetch_blocks
what's that? a new offloading method?
>>
>>107726301
>>107726328
>>107726344
>>107726350
you lay off him for the thread, not just him. I am so tired of your schizo tirades and lies and probably many others too. you can't even come up with a reason for you to be mad at him in the first place after countless asking about it. you need to take a break off of 4chan because we have enough schizos already.
>>
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>>107726363
>new
no, not at all...
native wan support sucks
https://github.com/kijai/ComfyUI-WanVideoWrapper
https://github.com/kijai/ComfyUI-KJNodes
>>
>>107726365
Since he's here, why don't you let him defend himself and stop talking on his behalf? He's a big boy after all, what are you, his lover?
>>
>>107726374
like is it better than the offloading method on Multi-Gpu?
>>
>>107726390
we don't need you to maintain low thread quality anymore
>>
>>107726365
>>107726301
>>
DEATH TO JENSEN HUANG
FUCKING CHINK JEWS
>>
>>107726400
if your speeds are apparently that bad then yes? block swapping is almost not noticeable, like a second or two total per gen.
>>
>>107726407
do you maintain a repo with more stars than that or something? can I see it?
>>
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>>107726406
That definitely didn't answer my question.
>>
>>107726423
he left to go to a party. why would he stay and argue with a schizo?
>>
>>107726410
could also be that he can't fit wan 2.2 in ram and so the actual slow down is it loading from disk every time, not ram
>>
>>107726432
>why would he stay and argue
that's what you're doing right now though?
>>
>>107726436
for windows btw due to how the OS works you need like 96GB+ ram for it not to choose to offload wan2.2 to disk instead for instance
>>
>>107726093
hny ani!
>>
>>107726093
>actually writing documentation so people know what the hell I'm even doing
I'm holding you to this
>>
ani is never going to a party.
he as usual is fabricating and samefagging after seeing >>107726076 and tries to fabricate a party between him and himself as a coping mechanism.
no party photo = no proof.
sad!
>>
>>107726458
>>107726469
ani samefag
>>107726475
this
>>
guys of course ani has a party there are at least 10 different personas in his head all talking at the same time all the time
>>
>>107726492
I'm sure he named his proxies and sees them as real friends! keek
>>
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>>107726442
and that is for fp8 btw, for fp16 you will need like 128GB+
>>
>OP has proof of trani samefagging
Grim
>>
>>107726400
from my experience (2x3090 + 128GB RAM), offloading to ram is almost always a better deal than to another gpu, simply because the speed is the same so you can use the second gpu with a second generation instead
>>
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lodestone apparently also has a z image edit dataset ready for artist styles
>>
>>107726646
>artist styles
but chroma doesn't have artist styles though, why would this finetune have any?
>>
>>107726646
>artist styles
You mean style_cluster ??
>>
>>107726640
personally I use a second gpu for the text encoder lol
>>
>>107726671
I just gen in parallel, it's twice as fast
>>
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The second GPU is for sucking my cock desu
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>>107726662
chroma did but only a few of the biggest furry artists made it through due to being captioned with natural lauange which apparently didn't work well for artist styles, he apparently re did that part with a artist:artist name sort of thing



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