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Discussion of Free and Open Source Text-to-Image/Video Models and UI

Prev: >>106815723

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/Nerogar/OneTrainer
https://github.com/kohya-ss/sd-scripts/tree/sd3
https://github.com/derrian-distro/LoRA_Easy_Training_Scripts
https://github.com/tdrussell/diffusion-pipe

>WanX
https://comfyanonymous.github.io/ComfyUI_examples/wan22/
https://github.com/Wan-Video

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

>Neta Lumina
https://huggingface.co/neta-art/Neta-Lumina
https://civitai.com/models/1790792?modelVersionId=2203741
https://neta-lumina-style.tz03.xyz/

>Illustrious
1girl and Beyond: https://rentry.org/comfyui_guide_1girl
Tag Explorer: 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
>>>/b/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
>>
>>106821406
i don't remember any of those from the previous thread.
>>
>>106821429
ugh bro u dont like muh SOUL ARTISTIC OUT OF FOCUS GRAINY 90s STYLE photos?
>>
Blessed thread of frenship
>>
gotta say i'm quite impressed with the text rendering of these modern models. Qwen-Lightning-8step seems to be a nice sweet spot since regular Qwen or HiDream takes fucking forever to generate and i just want random shitposts
>>
>>
none of those are 90s styled tho
>>
>>106821460
sorry meant taken with a shitty outdated camera photos
>>
He seems upset
>>
>>106821442
>>106821465
almost as if the 90's/00's was the last good decade of humanity and people are reflecting on that or something
>>
>>106821476
zoomers nostalgic about an era they didnt live in.
t. actual 80s millenialchad
imagine having nostalgia for shitty photos
>>
>>106821485
I'm a early 90s millenialchad, and if you can't tell me we lived through the golden age of video games in the end of the 90's you are just lying to yourself (or you're lying about your age and you're just a zoom zoom)
>>
>>106821476
He's just upset he wasn't included in the faggollage.
>>
Ran is seething again. I'm expecting multiple full schizo spergout posts.
>>
>>106821493
it was the actual golden age, playing UT99 all day, doing the fucking assault maps, then doing some Urban Terror / Infiltration mods or switching to Q3 if I wanted to zoom around maps, also only 1st worlders had access to internet.
But digital photos of the era were garbage. I might be nostalgic about layouts of old websites but not really. We'll never live again through the 90s man.
>>
why are jewennials so annoying like pissbaby
>>
>>106821442
>>106821485
people use old camera/photography styles in an attempt to obscure the slopped ai look. it has fuck all to do with nostalgia.
>>
>>106821448
I imorted your catbox, but I cant understand how the TIPOextencion works
>>
>>106821406
(repost)
>>106821342
did you gen the pudgy one on the left? if so, what model can do pudge?
>>
File: Chroma_00005_.jpg (992 KB, 1736x1240)
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>>
>>106821448
what's that pose called?
>>
>>106821567
crouching. it's something only people who aren't obese can do.
>>
>>106821567
the indian
>>
>>106821566
good old chroma edge. It's really impressive. It looks like someone recovered the shadows too much off a real photo.

imo the grass is a bit weak-ish, but it's still nice. In the real situation, you would have some color noise (high iso or shadow noise) in there. Most people wouldn't know how to brighten the whites on the sign while keeping the background dark, so you'll basically rarely see that on flickr (I don't use flickr now that they went crappy - who wants a photo gallery you pay for that doesn't help others see your stuff?)
>>
>>106821588
I'm surprised she spotted my special shoe.
>>
>>106821560
yes, looks like it was chroma v33

here's the metadata and prompt
https://files.catbox.moe/862b4w.json
Prompt: "Photograph of a young woman with medium-length blonde hair styled in a crown braid with parted bangs is sitting poolside on a sunny day. She is wearing a green bikini that accentuates her large breasts and visible cleavage. The scene is set outdoors with a bright blue sky, scattered clouds, and a palm tree in the background. A clear swimming pool glistens beside her. She is holding a popsicle in one hand, while seductively sucking on another popsicle in her mouth. She’s looking slightly away from the viewer with a playful, teasing expression and an open mouth. Her pointy ears and blue-tinted green-framed glasses give her a unique look. She wears earrings and other pieces of jewelry, adding to her style. A small shoulder bag rests nearby. The perspective is from above, giving a clear view of her posture and expression. The overall composition emphasizes her pose and figure, with a solo focus on her."
>>
>>106821407
that is very strange anon I get like 70MB/s+ downloading from HF straight in my browser
>>
File: 1751338629625590.png (143 KB, 820x500)
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>>106821519
>We'll never live again through the 90s man.
it's all right anon, we should be happy we witnessed this with your own eyes in the first place, I pity the next generation that will never know what it felt living in peak
>>
i2i Chroma when?
>>
>>106821651
thanks, why did it pudge?

>>106821506
is there anything qwen image edit can do that kontext can't (with perhaps more struggle)?
>>
>>106821584
>crouching. it's something slavs do
ftfy
>>
>>106821686
One amazing thing about the 90's that's so hard to explain is gayness wasn't ok back then, at ALL.

Like if someone called you gay, it was over. These days, you know how it's bad to be called a nazi? If you were called gay, it was that bad.

And, I think we can live through the 90's again, if we work hard at it, and don't shy from our purpose and our task.
>>
>>106821760
This is true, and Asians.

It's amazing to see the smelly foreign people crouching around the metro area. The spectacle of the unwelcomed job stealers is something else, they adorn the filth, the bottles, the noise pollution, the air pollution.
>>
File: 1746815127598414.png (3.93 MB, 2048x1024)
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Prompt: "change the perspective to an isometric view"

>>106821754
lucky seed i suppose
>>
File: 1746905085309411.png (2.84 MB, 2108x984)
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replace the man in the blue coat with a gorilla. change the headline starting with "Police" to "uncultured ape does it again!". change the text "into custody" to "diversity is our strength!"

kneel to qwen edit 2509. Q8 quant model used for this one. working nicer than fp8 and only slightly slower.
>>
>>
>>106821783
It's impressive, because all the big name models just straight up can't gen ordinary people. It's freaky, because it's like... very beautiful people will be put out of modeling jobs, but if ai can't do ordinariness, I guess there will be some like... idk stock photo jobs for looks-normies.
>>
File: 1732182872214743.png (444 KB, 1381x1379)
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https://xcancel.com/HuggingPapers/status/1975484440475505039#m
Will Zucc save us? lol
>>
>>106821801
I don't understand fp8 vs q8. What's the difference?
>>
File: 1743258201302602.png (1.01 MB, 1024x1024)
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>>106821783
Prompt: "show a VFX breakdown of the scene, screenshot of a 3d modeling program"
>>
>>106821846
quality, q8 is closer to fp16 and outputs will be better overall.
>>
File: file.png (1.73 MB, 1024x1024)
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>>106821783
>>
>>106821854
What about gb in size?
>>
>>106821852
can it create a depth map?
>>
File: perrintiktokloop.mp4 (755 KB, 640x640)
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>>106821446
blessed zones of FRENS! :3
>>
Are AMD GPU still cucked for AI gen?

Also, can someone please generate a realistic image showcasing eyes from close distance? Just want to see how easy/hard it would be from people knowing their stuff.
>>
>>106821909
my q8 qwen edit is like 21gb, fp8 is around 20

and my GPU is 16GB but it works perfectly fine, just use unet loader (GGUF) node. multigpu can also be used to add virtual vram if needed too but regular works fine for me.
>>
File: ComfyUI_temp_ionhu_00044_.png (3.32 MB, 1824x1248)
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https://files.catbox.moe/0nv3h5.png
>>
File: 1755070972583450.png (1.17 MB, 1469x1065)
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show the anime girl from the back.
>>
are we ever getting 8 step i2v lora?
>>
File: ComfyUI_temp_ionhu_00033_.png (3.81 MB, 1824x1248)
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https://files.catbox.moe/bjzvaw.png
>>
File: ComfyUI_temp_ionhu_00049_.png (3.38 MB, 1824x1248)
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https://files.catbox.moe/8fui0s.png
>>
>>106821921
in a world of non-booba posters, he only posted...b-b-booba...
>>
>>106821919
I think it can output any controlnet stuff. But why not just use a preprocessor?
>>
File: ComfyUI_temp_ionhu_00052_.png (2.97 MB, 1824x1248)
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https://files.catbox.moe/kwapa0.png
>>
File: 1750872566806272.png (2.25 MB, 2048x1024)
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Prompt: "make a depth map of this image"

>>106821877
lol

>>106821919
doesn't look that good at a glance
>>
File: ComfyUI_temp_ionhu_00018_.png (3.12 MB, 1824x1248)
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https://files.catbox.moe/djmes4.png
>>
File: ComfyUI_02513_.png (1.52 MB, 768x1152)
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>>
File: 1744922431042901.png (3.38 MB, 1940x1072)
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>>106821947
same prompt but with ivy. technology is neat, isn't it?
>but coom
irrelevant. you can use this stuff on a picture of a house, even.
>>
...does ComfyUI run well on Linux?
>>
Gibbe working Wan2.2 Animate V2 workflow!
>>
>>106821936
The Intel Arc B60 comes out extremely soon. Get one. It should be more powerful at ai than any consumer amd card.
>>
File: ComfyUI_00061_.png (1.37 MB, 1536x640)
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https://files.catbox.moe/itvsx1.png

>>106822004
It should work just fine on it

>>106822008
What error are you facing? From your screencap, it looks like a standard one that should work if you've installed everything correctly
>>
>>106821936
Worksforme on Linux but videos are very slow to gen. Static images are fine, they're slower than nvidia but waiting 15 sec for an SDXL gen instead of 5 sec (or whatever it is) won't kill you.
>>
File: 1745134399660881.png (3.34 MB, 1664x1248)
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>>106821999
and one more with anis:
>>
>>106822025
>What error are you facing?
this
>>
File: ComfyUI_00009_.png (1.77 MB, 1216x832)
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https://files.catbox.moe/3jpm5w.png
>>
>>106822052
https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/discussions/27

SlopGPT sez:

This occurs when using a Wan 2.2 Animate workflow in ComfyUI with a newer model version. According to related issues, v1 works, but v2 produces this dtype mismatch.

One specific discussion logs:

β€œself and mat2 must have the same dtype, but got Half and Float8_e4m3fn”
β€œI noticed that disconnecting β€˜Face Images’ from the Wan Animate Embeds makes it work β€” but without face tracking.”

Possible fixes / workarounds

Strategy What to try Risks / caveats
Use v1 instead of v2 If the v1 model works without dtype errors, use v1 for now. (Many reports confirm v1 works.)
GitHub
+1
You lose any improvements or memory saving gains of v2
Disable or remove β€œFace Images” input / disable face embedding In one issue, disconnecting β€œFace Images” from the node allowed it to run (though without face tracking)
GitHub
You lose face motion or embedding features
Enable β€œmerge LoRAs” (or equivalent quantization merge switch) Some users say merging LoRAs in that pipeline β€œfixes” the dtype mismatch in v2 mode.
Hugging Face
Might increase memory usage; might alter the intended effects
Use a non‐quantized version of v2 If there’s a β€œnon‐quantized / full precision / float16 version” of the v2 model, use that instead of the quantized one with float8 components Might reduce the memory efficiency advantages of quantization
>>
File: 1743904941340643.png (3.04 MB, 2048x1024)
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Prompt: "make it so that the two men are carrying the woman"
>>
File: ComfyUI_temp_cnsni_00053_.png (3.9 MB, 1248x1824)
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>>106822052
Also here's a gen for you(uuuu) because your epic
https://files.catbox.moe/pho8wr.png
>>
File: 2025-10-08_00015_.jpg (968 KB, 2592x3840)
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>>
>>106821947
>>106821999
how to do this?
>>
It will be hard
>as our sources previously told us that there is inadequate production of the Arc Pro B60.

I see that you can get one in a prebuilt that's over $2500. and (puke) an Intel cpu.

https://www.centralcomputer.com/orion-ai-starter-intel.html
>>
>>106822109
use qwen image edit 2509 workflow in comfy

dl related models, get the 8 step lora for qwen edit, and the fp8 or Q8 model, then prompt, can use one or multiple images.

https://huggingface.co/lightx2v/Qwen-Image-Lightning/tree/main/Qwen-Image-Edit-2509

https://huggingface.co/QuantStack/Qwen-Image-Edit-2509-GGUF/tree/main
>>
>>106821837
>one chart, no grids
don't care unless I see side by side comparisons
>>
>>106822098

ty, kind anon

>>106822077
>Disable or remove β€œFace Images” input
tried this, error's gone

same shit worked on runninghub
the workflow is from there
>>
File: 91.jpg (4 KB, 91x198)
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can i get an ai version of Mynce please? im in love 1/3
>>
File: 1751392239391730.png (1.34 MB, 832x1248)
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the girl in image1 is wearing the outfit of the girl in image2.

anis in image1, ivy from before in image2
>>
File: 250.png (50 KB, 250x272)
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>>106822153
2/3
>>
File: 1734808617445681.png (1.35 MB, 832x1248)
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>>106822159
no coat tag on the arm this time:
>>
File: 1056051-mynce.jpg (7 KB, 320x320)
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>>106822160
3/3
>>
File: 1736026461080367.png (582 KB, 915x821)
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>>106822144
>side by side comparisons
it's on the paper
https://arxiv.org/pdf/2510.04961
>>
>>106822153
can just do img2img with 0.5 denoise or a bit more
>>
>>106822172
is this the 16 channel or 4 channel one?
>>
File: 1744403240269027.png (2.12 MB, 1593x732)
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wow, q8 with the new edit lora is pretty consistent. didnt do this outfit before well.
>>
>>106822174
that sounds grand but
i have no memory
can you do it please?
>>
>>106822025
>>106822077
>>106822098

https://files.catbox.moe/1rxz32.mp4

Looks like shit bc I was lazy to go download lightning loras

THANK YOU, ANON <3333333333
>>
File: 1747584767668768.png (469 KB, 1993x1243)
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>>106822180
it manages to be faster and better than the 16ch one
>>
File: 1752786690508961.png (1003 KB, 848x1232)
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>>106822183
2B:
>>
>>106821984
>>106821783
Where model did these thick Power Girls come from?
>>
>>106822192
nvm it's slower lol
>>
File: 1734473699109492.png (709 KB, 1024x1024)
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>>106822184
did "high resolution version of the image." with qwen edit, could use illustrious/anime but this was quick
>>
>>106822187
You're welcome, fren <3
>>
>>106822195
looks like chroma v50

Prompt: "A photograph taken on a Sony Alpha a7S, Leica M5, Canon EOS R5, Kodak Portra 400, 85mm lens, 50mm lens. high quality photography. candid amateur photography. film photography, film, film grain. realistic, clear details. cosplay. cowboy shot. from below. extreme angle. a tall woman with pale skin and short blonde hair. dressed as Power Girl from DC Comics. wearing a red cape and belt, blue gloves and boots, and a white bodysuit sporting a circular cleavage-exposing cut-out on her chest. massive breasts. wide hips. thick thighs. camel toe. mole. sexy. blue eyes. smiling. beautiful. the background is a comic convention, with tons of people walking around"
>>
File: 1748000021296231.png (791 KB, 1024x1024)
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>>106822216
high resolution version of the image. the girl is waving hello.

fixed hand
>>
So whats the difference between local diffusion and stable diffusion.
Which is better for gening porn
>>
File: 1751479490451139.png (1.33 MB, 824x1256)
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>>106822194
Miku:

def works better than fp8 overall for edits.
>>
>>106821837
when i tried it, their demo notebook couldnt handle non-square images, idk if thats a limitation of the model arch
>>
>>106822224
Neat, thanks. Didn't know Chroma was that good. Also I apparently can't spell when blood goes to my dick.
>>
File: 1755207344921003.png (1.2 MB, 832x1248)
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>>106822241
one more example of outfit swap but on a real person:

pretty cool
>>
TCD

TOTAL CLANKER DEATH
>>
>>106822216
>>106822231
just wow, thankyou for this, its not my beloved mynce but i have a deeper understanding of ai now. thankyou, farewell.
>>
>>106822255
dude this looks like SHIT please buy a fucking AD
>>
>>106822077
>>106822223

Kijai updated the model 14 hours ago, so I got essentially the right one. It still needed the wrapper nodes updated to work with face tracking

Good night!

https://files.catbox.moe/u0yr42.mp4
>>
File: 1732455247555805.png (1.16 MB, 768x1360)
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>>106822255
this model really is magic, doing this with inpainting and openpose would be near impossible with an outfit .jpg.
>>
>>106822344
>>106822354

4chan isn't about just talking to yourself
>>
>>106821936
See the benchmarks in the OP post. Until Pytorch comes out on Windows and actually has optimizations, it will be bad.
>>
File: 1737610634007666.png (1.25 MB, 848x1224)
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>>106822344
the women in image1 are holding a sign saying "shut up nogen". remove their clothes and replace them with a black bikini.

:)
>>
strange that \ldg\ of all things has been taken over+raided by weird shills
>>
>>106822391
Those damn nogers
>>
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>>106820893
kontext q8. prompt "the beautiful elf looks into the camera. she smiles at us."
>>
>>106822391
>dysgenic tibia
>666.png
absolute state of orientalism
>>
File: 1750820055091738.png (1.13 MB, 832x1248)
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>>
>>106822090
But there are three men.
>>
>>106821984
Interesting nonetheless.
>>
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i was scrolling through old images recently and found this, some first images ever generated by ai. its supposed to be a cow.
>>
I don't know if this is the right place to ask, but is it possible to have a locally hosted ai trained on one's ex's photos and nudes to generate lewd stuff? Asking for a friend btw
>>
>>106822537
you can use stuff like reactor to swap any face on any image if you want

just generate lewds and swap, easier than training a model
>>
File: 1759797288400499.webm (2.19 MB, 544x736)
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Does anyone know how to heavily exaggerate movement (no, not speed up movement) in wan? Increasing the cfg or lora strength cooks the gen. The closest I found is phr00ts rapid-aio-v4. I want to replicate what he did, all I know its a mix of 2.2/2.1, lighting loras and god knows what else mixed in.
>>
>>106822566
CHAT IS THIS REAL?!?!?
>>
>>106822544
it is possible if you obtain the written consent of the gf and load it in the model

>>106822566
that gen looks more like a wanimate result to me.
for i2v i just increase shift to 15 or more to increase movement usually
>>
i'm all gen'd out. i've already deleted 300gb of random models and 300 more are to follow. it's done, i'm finally free.
after nonstop generating for nearly a month i now feel nothing. i want not to generate anything.
>>
they are just images.
i can't touch them, i can't feel them and you cannot talk to them.

fuck ai. i'm finished. and i'm happy. bye
>>
>>106822566
yeah thats easy
>>
File: 1729444547701566.png (1.01 MB, 856x1216)
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the girl in image1 is dressed as the man in image2.

image1: girl, image2: JC denton

my image is AI augmented.
>>
>>106822574
it's actually real, we're cooked
>>
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>>106822607
side view of the girl (no image2)
>>
>>106822574
!!!

>>106822584
Yeah its just some random gen I found on another board. Ah I keep forgetting about shift, ok I'll try that out, thanks
>>
File: 1758443083982647.png (966 KB, 856x1216)
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>>106822617
the girl is wearing a shark costume.

cute!
>>
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>>
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>>106822653
one more: the girl is wearing a nintendo Super Mario costume. she is holding a large yellow star with one hand.
>>
File: 1753416732820842.png (2.95 MB, 2048x1024)
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>make everyone a nigger
>it works
>china trained a model with this tag specifically
I kneel Xi.
>>
>>106822663
Excellent mid gen. wan does stills tho?
>>
>>106822686
is that qwen image edit?
>>
>>106822688
each frame is a still
>>
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remove the clothes on the woman, she is wearing a black bikini.

imagine as a kid knowing you had the power to make your PC undress anyone.
>>106822693
yep
>>
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>>106822707
show the woman from behind. (clothes on)
>>
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>>106822663
honestly not sure if i like the aesthetic of the image without a refiner

>>106822698
what he said
>>
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>>106822574
obv
>>106822537
g r i m ;c
>>
>>106822686
>>106822693
>>106822707
Great, now Im going to have to download it now before normies get wind of this, kek
>>
>>106822715
Easy for me, the refiner is robbing it of SOVL

no wonder I only sometimes like WAN.

WAN is fine, it's the refiner that's wrecking it.
>>
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noob is kino
>>
>>106822735
>retarded namefag posting about sovl

yea this thread is over
>>
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the blonde anime character on the left is holding a sign saying "LDG" with his hand. replace the character on the right with Hatsune Miku pointing at the camera, with a serious expression.
>>
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>>106822707
you may bet they'll instrumentalize MUH KIDS against this soon.

saar this needs to be in prepaid age-verified credit score enabled automatic billing SaaS!

the actual kids will be more interested in making (good looking but not necessarily uber sexy) men/women freerun across a star wars battlefield or some dramatic thing like that tho
>>
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>>
>>106822717
WHAT THAT MOUTH DO?
>>
>>106822740
You are blind. The "refiner" trashified the very nice gen.
>>
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remove everyone in the crowd and replace them with empty seats.

neat
>>
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>>106822828
i'm guessing anon uses wan loras that accelerate liquids on people?
>>
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the man is standing in front of a large video screen at a game convention. On the screen is the text "STARFIELD 2" with a spaceship behind the text. A crowd is cheering and clapping. A spotlight is on the man.
>>
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>>106822859
you WILL buy starfield.

the man is standing in front of a large video screen at a game convention. On the screen is the text "Starfield 2". The man is pointing a pistol at the camera. keep his expression the same.
>>
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>>106822735
the only difference is the face detailer. which one are you saying is better?
>>
>>106822880
kek, looks like aj from why files
>>
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>>106822859
at least he tries to make video games
>>
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face detailers are kinda necessary but i can turn it down i guess
>>
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the anime girl is sitting in a golf cart with a teal color scheme.

CUTE!
>>
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>>106822883
You dindn't ask, and it's a personal preference of mine, but I use Wan Lighting/ Light Zoning to avoid the "stock footage/Iphone" look

https://files.catbox.moe/hy44q9.png
>>
>>106822908
for WAN?!! wan makes awesome faces, stop slopping up the faces.

wanface:
>>106822663
looks like a real person. wearing those glue on fake teeth they wear in pornos 8^) probably a coincidence.

>>106822883
I like this.

>>106822715
I dislike that.
>>
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>>106822938
>glue on fake teeth they wear in pornos
that's a thing? i guess i shouldn't be surprised. it's just funny.
>>
How do you optimize generation speed on ComfyUI again :
- High or Medium VRAM?
- xformers : On or Off?
- directML : On or Off?
- Cross Attention Method : split, quad, pytorch, sage?
- Floating Point Precision and Vae Precision : fp16, fp32 ot bf16 vae?
>>
>>106822998
normal vram,enable xformers, no idea what directml is, sage attention if you have 4/5000 series rtx, dunno about FPP
>>
>>106823008
>enable xformers
Not that guy but is that another launch parameter or is it simply turned on by default?
>>
>>106822983
uggy
>>
>>106823008
>normal vram
Ok thanks. I just need to research about vae precision now.
>>
>>106823027
not a fan of the not so subtle asian arr-rook-da-same face either
is this really what merges/((trained)) checkpoints are becoming? kpop sameface slop?
>>
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the man is sitting at a desk with an "OpenAI" sign over it. A large TV screen nearby says "200 shekels a month for limited prompts".

kek, qwen edit is so versatile.
>>
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>>106823079
>>
>>106823079
>>106823086
>not 200 shekels per word of each prompt
the Jew is not jewing it up enough, goy
>>
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>>106823086
the man is sitting at a desk with an "Open Source" sign over it. He looks sad. A large TV screen nearby says "0 shekels, infinite prompts".
>>
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>>106823107
the man looks sad and a speech bubble saying "tfw no shekel" is beside his head.
>>
>>106823114
lmao
>>
>>106822983
Yeah, people who do porn are poor, mostly, so they can't afford proper braces etc, instead they get these things on Amazon that glue to your teeth.
>>
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the man is holding an iphone to his ear.

from 80s style to modern smartphone, pretty cool. i'd say android but it might render a robot.
>>
>>106823130
the phone is broken, so try again
>>
Big
https://x.com/ostrisai/status/1975642220960072047
Can start training loras with mostly just ram now for a 50% speed decrease atm, no more need to rent a 80GB+ gpu for full wan res training
>>
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>>106823157
that's fucking awesome
>>
>>106823157
>a 50% speed decrease
i cant find any posts talking about actual time taken. on a moderate system, what are we talking about. half a week? a week? longer?
>>
>>106823227
however long it normally takes you, about twice that
>>
Is it possible yet to generate usable pixel art sprite sheets for use in game dev?
>>
>>106823227
lmao you're a cunt give the guy a break
>>
>>106823237
i think multiple people already did that for their games, yes

it's not universally working so easily and effortlessly that everyone is doing it yet, we're probably not too far away from that tho
>>
>>106823157
Based Ostris strikes again. Wonder if he can do something similar for i2v video loras for wan.
>>
>>106823237
pixellab.ai
>>
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>>106823239
This.

The ai "community" here, reddit and everywhere else are scoffing, elitist, contrarian, entitled dick heads who contribute fuck all and still complain when they get something for free
>>
>>106823157
so it begins
i expect to see new loras explode into the scene going forward. personally, i'm already too tired out just fucking getting cumfart to even function with sage attention that im probably gonna sit out lora training until later in the year.
>>
>>106823280
isn't there single step .bat scripts for sage these days for windows? If not then get linuix on another drive for AI stuff, its as easy as pip install whatever
>>
>>106823227
why would someone have benchmarked what you personally consider "moderate" when the early adopter implementation of this trainer was committed a handful of hours ago or so?

that 50% rough estimate is VS how you'd otherwise take to train, if you profoundly couldn't train without lodestone/ostris' ramtorch I guess you first find out how long it takes by trying it
>>
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>>106823287
>its as easy as pip install whatever
>just run the .bat bro it's easy it self installs
>>
>>106823280 >>106823287
did using stability matrix to just install the ui not work?

i'm not saying there is never any hands-on a terminal but usually that one is probably fairly ok to get started
>>
>>106823300
https://github.com/Justify87/Install-SageAttention-Windows-Comfyui
>>
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>>106823138
okay, how about a banana phone.

ring ring ring ring...
>>
>>106823024
It seems to be On by default. At least this is the case if you use ComfyUI with stability matrix.
>>
>>106823300
Place Install-SageAttention.ps1 into your ComfyUI portable root (same folder as python_embeded and ComfyUI).

Open PowerShell 7 in that folder.

Run:

.\Install-SageAttention.ps1 -CreateBatRunner

REEEEE TOO COMPLICATED!!!!
>>
>>106823239
no im just retarded and have also never even attempted to train qwen. i see now his s/it in the console.
ostris is a cool guy i enjoy hearing about his experiments.
>>
>>106823313
>>106823330
>the python shitter cries out as he strikes you
look don't get mad at me that your system is a house of cards that's always just one tiny bug away from completely collapsing, the collective groan as each git issue is posted speaks volumes is all.
>>
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>>106823333
there is a decent chance of the same training data that worked on sdxl also working on flux/qwen/wan/hyimage and so on

but of course many people couldn't be arsed to rent IaaS to try it when they had trained locally. this is likely to help massively.
>>
>>106823354
huh? you are crying about having to use a single command line? Leave /g anon.
>>
>>106823364
historically, /g/ despises python so maybe learn to code?
>>
>>106823364
the commandline is such an iq filter.
>>
>>106823373
It's not exacly PYTHON, but the wheel thing.
>>
>using windows for AI then having the gall to complain
>>
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>>106823333 (cont'd)
btw the ostris cli or gui itself isn't difficult, you might as well give it a try if you feel like it
>>
Which nodes do people usually use to load LoHa? (Not to be a hater but, I can't believe it's 2025 and ComfyUI can't do LoHa and multi-conditioning (conditioning which took simple BREAK in a1111)). HOLY FUCK
>>
>>106823364
i don't know what /g is
>>
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>>106822828
you mean with wan? yap-session ;3
>>106822857
ew no no NO noOoOoOooo :c
>>106823380
typing is a filter? oh man
>>106823397
for the record by the end of october im never coming back to wangblows for as long as i live
>full screen unskippable nag-screen appears while im rendering video causing OoM (again)

hope mint still werks
>>
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hes gonna build his own damn cluster
>>
>>106823450
>typing is a filter? oh man
also, yes.
>>
>>106823454
what private porn stashes are they training ai on?
>>
>>106823461
I think his dataset is public, at least the captions are, basically e621 + dan
>>
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>>106822604
>i can't touch them, i can't feel them
There are models that can create a 3D mesh you could print out, you know.

>>106823157
This is cool. I never liked having to cut back on precision while training (or AI Toolkit if I'm being honest). And now the waiting begins...
>>
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>>106823461
furrybooru and regular *booru primarily

IIRC he's still an one man training crew tho people donated some money and computation resources
>>
>>106823450
>mint
ok based
>>
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>>106823470
it's already commited to ai-toolkit for qwen + qwen image edit in both versions
>>
>>106823470
jenny sexo
>>
>>106823481
Those datasets don't contain amputations.

https://en.wikipedia.org/wiki/Acrotomophilia
>>
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>>106823500
i don't think it's a focus of what he's training/verifying, but the datasets certainly have amputees?
>>
>>106823528
The trope is they are wrapped up. If you gen amputees you get basically a mummy arm.
>>
>>106823547
>>106823528
well, with noobai. the same dataset.
>>
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>>106823086
they are all jew now
>>
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>>106823555 >>106823547
well yes, noobai did a good job training characters and other stuff but it very much didn't manage to train everything in the dataset including some of the amputation unrelated stuff I'd like to have
>>
For the techlet, even easier foolproof comfyui install
https://github.com/Tavris1/ComfyUI-Easy-Install
>>
>>106823595
Comfyui is a mess.
>>
>>106823595
Comfyui is a mass.
>>
>>106823595
This is not the techlet general. I know some do manage to find themselves here though.
>>
Has there been any AniStudio updates?
>>
>>106823600
Yeah, I really don't want to do the whole docker thing, but raw dogging comfyui is out of the question.

docker takes over your pc too, just not a great situation.
>>
>>106823615
>docker takes over your pc too
userspace podman is extensively isolated from "your PC" if you want that
>>
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>>
is ramtorch available in comfyui yet
>>
>>106823690
no but cocktorch is
>>
>>106823690
its too complicated for comfyui dev apparently, same for misubi trainer dev
>>
>>106823157
>I implemented a modified version of @LodestoneRock 's RamTorch into AI-Toolkit.
wait, so it wasn't a meme??
>>106823690
this, wen comfyUi? looks like it's serious lmao
>>
>>106823710
no, though ostris's implementation is about a 50% slow down compared to having the model fully loaded in vram, apparently there are more performant ways to do it still
>>
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>>106823690
I think it'll be quicker if we train qwen loras and help show it works...?

it'll probably also work for some inference situations tho
https://github.com/lodestone-rock/RamTorch?tab=readme-ov-file#performance-considerations
>>
>check for new wan models on civitai
>someone uploaded a piss in mouth lora
umm isnt that haram in 2025?
>>
>>106823490
add bombs to the undersides of her zeppelins, like WW1 zeppelin bombers
>>
>>106823720
>no, though ostris's implementation is about a 50% slow down compared to having the model fully loaded in vram
which is still really impressive, we're talking about a 6gb vram gpu finetuning wan here, you wouldn't have 50% with offloading your shit to your ram the classic way
>>
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>>106823710
>wait, so it wasn't a meme??
and neither is pixnerd.

may not be the bestest method hands down (to be seen) but it clearly trained more fine details.

>>106823734
they may or may not take it down so save it if you're interested and/or just want to preserve freedoms
>>
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>>106823734
thanks for the heads up bro
>>
>>106823157
Maybe I were too harsh on you...
>>
>>106823086
Idk where the caricature of the jew is coming from, but does Sam look like this seriously? he has straight hair and is nose is normal sized lol
>>
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>>106823157
>>106823762
it's the revenge of the furries lmao
>>
>>106823671
The isolation isn't the issue, the issue is that the docker slowdown is real. Don't listen to the lying retarded autists who have sloth reflexes.
>>
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>>106823685
>1296x1728
implessive gbs
>>
>>106823788
were exactly is the civitai page for this? i don't see it anywhere + hearing about this for the first time.

i wonder if it'll flop or not.
>>
>>106823788
on one hand most of the results I saw on the discord have been utter garbage, on the other I used the app and some style clusters are actually great and should be like a midjourney that can do nsfw, it wont be as good as people are hoping but it will be a good jump from pony still imo
>>
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>>106823800
271 seconds on 4GB.
>>
>>106823700
>its too complicated for comfyui dev apparently, same for misubi trainer dev
really?
>>
>>106823157
https://xcancel.com/LodestoneRock/status/1975711539945746722#m
>for a bit of the details how this works it's just really clever offloading strats where the comms are masked and interleaved perfectly with computation. creating virtually zero latency transfer
>zero latency
yeah right, then why he only got 50% of the actual speed?
>>
>>106823844
cause ostris implemented it with his own trainer in a different way, ostris in his tweet says there are things he could do to make it more performant later
>>
>>106823157
>a 50% speed decrease atm
where did you get that number? he's not saying anything about that on the tweet
>>
>>106823690
>>106823700
>>106823823
I tried to vibecode the node but it keeps giving me the tensor shape mismatch
>>
>>106823762
"fraud" was obviously always wrong, he ran probably about the most transparent training effort possible

>>106823790
Hmm, you sound like you run this in a VM on BSD or Windows, not on Linux? There's more indirect stuff going on there, it's not actually doing the same as it does on typical (for containers) Linux.
>>
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>>106823874
and he says he did not do lodestones thing where it preloads the next weights which would speed it up
>>
>>106823881
are you using the best llms for that? Claude Sonnet 4.5 got released recently, and usually when you have errors like that, ask the llm to add a shit ton of prints() to that it can see where's the error might be
>>
Hello anons, I've been out of the loop since August this year, most recent new thing that I know of was Qwen Image getting nunchaku support. Can anyanon fill me in, please?
>>
>>106823902
>>106823881
Nah, use GPT5 codex high, much better for coding anything cutting edge now. GPT 5 pro is the best but that shit is $200 per 1M tokens
>>
>>106823894
yeah I've seen that comment as well, but not the 50% speed part
>>
>>106823910
>around half the speed
1/2 ≑ 50%
>>
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>>106823823
doubt. most probably simply wanted to wait and see if it works well since at the moment it's really impossible to implement every potentially good idea that is published.
>>
>>106823914
omfucking god I should sleep more but I can't I have a tarsal cyst currently and this shit hurts too much to sleep proprely, sorry anon ;-;
>>
it's quiet in here. did Sora kill the mood?
>>
>>106823902
I tried with claude but it kept looping on the error. I think it would've needed the additonal python files from the comfy folder to see what it imports but I'm a nocoder so idk what to do with it.
>>
>>106823907
there's a qwen image editing model and the loras to accelerate it to 8 steps are good now

hunyuan image 3 is technically good but huge and aesthetically slopped.

chroma radiance snapshot seems to work out pretty decently (not a perfect checkpoint yet), as does neta-yume lumina.
>>
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>>106823942
can't gen shit with sora. it's dead
>>
>>106823960
Thank You anon, I appreciate it so much!
>>
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>>106823490
>it's already commited to ai-toolkit for qwen
I'm setting up a training run right now, we'll see how it goes. It's gonna take me a bit to re-caption my dataset though before I can even get started.
>>
>>106823942
>it's quiet in here.
I don't think it's the case? we finally got our first somethingburger in months and people are talking about it >>106823157
>>
>>106823892
Yeah, docker works perfectly with Linux, and honestly it's the best way to do amd ai stuff (according to amd itself).

I hate docker, I hate comfyui. idk, it's a wreck. So I'm just using stable-diffusion.cpp. But it's slow, has lots of limitations.
>>
>>106823157
>14 hours
heh
Also onetrainer when?
>>
>>106823997
you could try without re-captioning, it's not even that likely to fail
>>
>>106823894
>I was seeing around half the speed with this vs without it
doesn't that mean that the ramtorch method is actually 2x slower than the regular offloading method (the "without it")?
>>
>>106823991
no problem. probably forgot a bunch of things... did comfyui-multigpu already have safetensors support before you left? it does now.
>>
>>106824075
not even close and you can't get qwenimage to fit on 6GB vram with offloading / wan at full res with 24GB vram with offloading
>>
>>106824089
then how did he get the "without it" numbers? it's not like he has a custom gpu that is the 6gb gpu card but with enough vram to run wan fully?
>>
>>106824105
in comparison to what he can do with a laptop's 6GB 3060 apparently I assume
>>
>>106824122
if the previous method (whatever that is) is 2x faster than ramtorch, then why are we celebrating anything? lol
>>
>>106823815
>style clusters
this is so incredibly retarded
>>
>>106824105
ask him, but he might be benchmarking just one-two layers for example. ostris is hacking around in the lower-level tooling and has hacked up experimental checkpoints with changed architecture too.
>>
>>106824133
its so avoid copyright shit I guess

>>106824130
so you can train larger models at larger res?
>>
>>106824133
>this is so incredibly retarded
it is, your dataset is shit if you're not providing the artist tags, you can't just summarize tens of thousands of different artist styles with a few clusters, this guy is so retarded (I get it that he has his muurality about copyright shit, but the first guy willing to give us what we want will get the praise, that's why illustrious has replaced pony v6)
>>
>>106823157
I have a hard time to believe that some gay furry fuck lurking in his basement solved the VRAM issue and killed JewDia with a method he invented by himself, but since it's Ostris we're talking about, then maybe it's serious?
>>
>>106824208
You would be surprised how many furries are high up in the tech sector. Autism and being a furry is hand in hand
>>
>>106824208
being able to run wan/hyvideo didn't quite kill, but it was essential to the local series of tubes
>>
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>>106824208
>gay
gay people are surprisingly good at computers
>>
>>106824221
it's not "run" it's "train", meaning that you don't need to buy 10x the same gpu because you needed the vram for it
>>
>>106824238
this faggot did nothing of value
glad he acked
>>
>>106823808
dont worry he made me look too
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>>106824247
>it's not "run" it's "train"
it's both https://github.com/lodestone-rock/RamTorch?tab=readme-ov-file#performance-considerations
>Inference scenarios with memory constraints

yes practically speaking usually quants were good/better to "run" stuff, but... this could matter anyhow
>>
>>106824257
He saved millions of lives by shortening the war by a few years. What are you even talking about?
>>
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>>106824283
yeah the british totally played a huge role in WW2
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>>106824272
>https://github.com/lodestone-rock/RamTorch?tab=readme-ov-file#performance-considerations
>Less suitable for:
>Small models that fit comfortably in GPU memory
well duh, if you can put the whole model into your gpu you wouldn't even ask yourself about some offloading methods
>>
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>>106824300
fuck the british, that's why Migu doesn't want to talk to them anymore
https://www.youtube.com/watch?v=RBEb2wC8u5E
>>
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>>106824301
one possibly tired dev writing some docs and it's not wrong, just not... brilliant technical documentation? the usual
>>
>>106824238
You don't get it. THEY DIDN'T REPRODUCE!!!

This is a disaster. There's a reason gay was a crime. To force reproduction.

>wordstar
>But the real body blow was the loss of Dan Druid, who died of AIDS before it was even recognized as a disease. They foolishly assigned a marketing person as head of R&D and there was no R&D after that.
>>
>>106824300
you just triggered all 2 british frequenters of this thread
>>
>>106824338
I thought they were banned on 4chan because they don't have the LOICENSE INNIT
>>
>>106824357
>>106824357
>>106824357
>>106824357
>>
If anyone wants to subject themselves to torture, try reading this entire thing:
https://theoatmeal.com/comics/ai_art

Then while you're at it, watch this Kurzgesagt video:
https://www.youtube.com/watch?v=_zfN9wnPvU0
They usually provide constructive solutions to problems, but what was the ultimate conclusion to their video? "Give us money". That's not a solution, it doesn't work on a global scale. They basically just selfishly victimized themselves for self-gain. Does everyone else get free money because of the threat of AI, or is it just first-come first-serve? Can't waste a good fear-mongering!
>>
>>106824361
>when i consume digital art it also gives me a feeling
>until i find out its digital
i hope by the time im old this level of "take" will be long gone
>>
>>106822707
i did, except it was called photoshop and it took hours of painstaking work
>>
manually lassoing, alpha masks, and sometimes clone to fix stuff



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