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Discussion of Free and Open Source Diffusion Models

Prev: >>108110980

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/tdrussell/diffusion-pipe

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

>Anima
https://huggingface.co/circlestone-labs/Anima
https://thetacursed.github.io/Anima-Style-Explorer/

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

>LTX-2
https://huggingface.co/Lightricks/LTX-2

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

>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
>>
Instead of masturizing, how about eating a whole container of parmesan cheese?
>>
I love ran so much why can't she be my cute fox supercomputer momwife irl
>>
fuck anima
>>
>>108115484
omg the best poster in the thread! How does he do it? blessed thread!
>>
>>108115484
i wish someone would gen ani and ran having sex with one of them birthing debo
>>
Blessed thread of frenship
>>
>>108115507
sucks to suck
>>
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>>108115466
Thanks, baker.
>>
>10 / 3
Excuse me where are the gens being posted
>>
>>108115561
>>108115537
>>
Great 1girls come to those who wait
>>
>>108115568
you have to compliment me catjak first
>>
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somebody is not having a good time
>>
>>108115579
everybody isn't having a good time. ani is putting the work in and you snubbed him again. we all fucking wish you'd move on already
>>
where can i generate videos with Seedance 2.0? I don't want just pregenerated samples.
>>
>>108115600
ask gif or wsg
>>
>>108115579
slop

>>108115561
pdf
>>
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>>108115594
>>108115641
>Be gone for months
>His life keeps getting worse due to his own actions
>Somehow I am to blame
So you're saying I'm capable of remote viewing and astro projected his 35 star project into not being able to compile on linux?
Or that I can posses him and make him drink until he's black out drunk and proceeds to do retarded shit on this board?
>>
>>108115661
no clue what you on bud but stop posting slop
>>
>>108115681
Show me how it's done otherwise you're just crying
>>
>>108115661
Nice style
>>
>>108115561
you have some of the best loras
>>
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>>
>>108115697
seems like a fun smash bros stage to play
>>
>>108115687
see >>108115697
>>
>>108115693
yet another pdf
>>
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can someone fix this?
>>
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>>108115689
Thanks!
>>108115749
>>108115774
>>108115781
With opposition like this it's no surprise why my stocks keep rising.
>>
>>108115793
she ugly
>>
>108115799
So needy
>>
Ubio at home 8^D

>>108115611
>>108115777
>>
>post bald hag
>fucked up armpit
>smoke coming out of fingers
>balding
yet im the one in the wrong huh?
>>
>>108115466
Thank you for baking this thread, anon
>>108115516
Thank you for blessing this thread, anon
>>108115561
Thank you for thanking anon, anon
>>
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>>108115762
his stuff is comfy
>>
Does stopping the lora training and continuing it later in ai-toolkit change the quality than if I let it run all the way?
>>
>>108115888
yeah
>>
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>>108115900
why does she have that deformed bulge
>>
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>>108115793

There's a issue with texture with Anima, when you upscale it to a higher resolution a pattern appears. If you look at my image bottom left you see this odd texture. Was talking with some friends and we noticed this with multiple gens.
I think it could be due to the native resolution and the fact the model goes berserk at higher res?
Only happens on my second pass
In this image it can be found in the upper left
The non HD version of chroma had this issue as well
>>
>>108115957
There's a reason the model card says to run it at 1MP. Transformer models aren't like unets, they have a max sequence length (resolution) and that's a hard limit. Same thing for LLMs, you go even a tiny bit beyond the supported token length and it completely breaks down.
>>
HEY RETARDS

why didn't anyone here, much less google or whatever else know about on trigger?

that's what I needed, I think. I didn't know that it added special on trigger inputs.
>>
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>>108115995
oh nevermind, it's the usual broken comfyui crap.

>looks good in screenshots
>doesn't work

at least my kludge works!
>>
also the ontrigger little ins and outs never go away. They're like a birthmark.
>>
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>>108116030
Well? What's she pointing at?
>>
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>>108116038
was trying to do horns
>>
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>>
>>108116043
I don't really like to look at women, honestly. They are never good people.
>>
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>>108116079
>viewing them as people
first mistake
>>
>>108116079
This. There should be more half-naked men.
>>
>>108115978
Anima seems to work decently at 2MP though, sometimes better than 1MP. It totally looks like 2MP could be improved with further training, and I hope that's on the roadmap, otherwise Illustrious's reign continues.
>>
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>>108115784
>"Robert, is that a... cucumber that you're eating?"
>>
>>108116065
use an llm and increase top_k until gens are descriptively variant.
>>
>>
>>108116196
yay penguins. ride and slay
>>
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>>108116196
What do people like about this anime? I tried watching it and it was just kinda boring?
>>
>>108116231
They are on the spectrum, sir.
>>
>>108116133
soul vs >>108116230 souless
>>
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>>108116231
It's pedo coded.
>>
>>108116263
neat, details?
>>
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>>108116001
do you huff your own farts this often irl?
>>
>>108116293
z image base, testing some stuff. it seems like i'm unable get nice upscales so far.
so this is just a simple gen. what i don't understand, why is res_multistep the default example sampler beacuse at least for me, it seems like it is probably the worst choise but what do i know.
this is euler/normal.
>>
>>
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jej
>>
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>>108116415
Just delete the autoupdate from code?
>>
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Can someone make this jolly?
>>
Why are there now templates on Comfy that has no nodes to set the models you want to use?
What did I miss?
>>
>>108116469
Probably subgraphs. Is it one meganode? Should have an icon in the top right corner.
>>
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>>
https://huggingface.co/alibaba-pai/Z-Image-Fun-Lora-Distill
>>
>>108116362
zbase is weak, but you should find that Klein is quite a nice consolation prize.
>>
>>108116490
it's this WAN multi keyframe thing. It seems like a great tool.
>>
>>108116513
zloraslop
>>
>>108116513
>ComfyUI version of x
what the fuck does that mean
>>
>>108116366
any anima tips you've got pls sirs
>>
>>108116518
i dont use templates since im not a child
>>
>>108116366
>>108116524
vramlets have some shame
>>
>>108116469
>>108116518
but I can't see how to use it as my model names are slightly different than the default names and they aren't being recognized and I can't see how to change them.
>>
>>108116527
eat my anus
>>
>>108116518
video is wayyyy to far off for me to be patient enough for it.
>>
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>>108116518
click this
>>
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>>108116439
>>
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>>108116524
prompt large breasts, breast focus
>>
>>108116526
>i dont use templates since im not a child
you sound like one tho
are you sure you're not a kid? you need to be 18 to post here. just sayin'
>>
>>108116533
thanks prince
>>
>>108116534
tnaks king
>>
>>108116542
proof you are 18+?
>>
anima is very nice, and sdxl sucks, that's all. good night.
>>
>>108116559
it is not exactly identical but i only tried once..
>>
>>108116565
wrong about the first one, right about the second
>>
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Do the shadows look correct in this gen? because the light source is coming untop of her.
>>
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>>108116644
can you make him give birth?
>>
>>108116611
she is so ugly
>>
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>>108116614
where's the shadow for her left arm on her shorts
>>
>>108116614
>draw man
>call it girl
>>
>>108116662
Not a problem
>>
>>108116706
prompt?
>>
>>108116680
Prompt?
>>
https://files.catbox.moe/xza39x.mp3
>>
>>108116707
>300 hours in photoshop
>>
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>>108116712
https://files.catbox.moe/u179dl.json
>>
>>108116680
>>108116753
This is horrible and you should kill yourself.
>>
>>108116680
>>108116753
This is kino and you should love yourself.
>>
rtx 5070 4090 performance 549
>>
i'd like comfy to unload everything into RAM after workflows (even disk is fine since im using nvme pciex5). I found that setting low-vram helps with this... but the fucking clip gets forced into CPU (unless I use the multigpu node). Is there a way to do the unload via params? I'd rather avoid custom nodes if possible
>>
>>108116810
use UnloadAllModels
>>
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here's your healer
>>
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tfw no maidwife
>>
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I enjoy playing around with parameters to see what gives the best results more than I enjoy the images I coom to
>>
>>108116931
>using AI to coom
sad! you could be making 1girl, standing, but you chose not to!
>>
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consider the following:
1girl
standing
>>
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Hi, I'm a newfag to image generation, so I apologize for my dumb questions in advance.
I'm hosting a small visual indicator dashboard for my homelab, one character per node, 1 sprite set per status (up down overheating high load...) and I'm trying to generate more sprites for that (picrel is 1 of them). I'm struggling hard to generate sprites, any advice? I tried a few models with automatic1111 ui but no luck, so I ended up making pics with chat GPT using reference pictures (struggled hard with censorship), downscaled then and manually edited the sprites.
>>
>>108116969
idk man but Klein has amazing powers of selection with i2i
>>
>>108116969
use either neoforge or comfyui (the latter might be harder if youre used to automatic, but has more support and ready to use templates/workflows).
for editing, depending on your vram:
-klein 4b
-klein 9b
-qwen image edit
maybe next time mention your GPU/VRAM
>>
>>108116967
Where's the cute girl?
>>
>>108116976
>>108116980
Thanks, I'm ready to learn, I'll try comfyui and klein
Sorry I didn't mention my specs before, I got a 3060 12gb
>>
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>>
ok...
>>
>>108116969
is the pixel art sprite look essential? else just generate chibi characters and downsize them
>>
>>108116415
Is this the reason why tensorboard on onetrainer is broken now? It uses the same package
>>
>>108117128
Has been patched. Run update.
>>108117054
>>
>>108117111
That's essentially what I have been doing until now, generate chibi character with chat GPT and scaling them to 120pixel height,
But chat GPT have been refusing to make swimsuit variants and such.
If I can get a stable workflow to just create variations of my already existing sprites (clothes and poses) then I can manually make the pixel art out of it. I'll try with the recommend comfy ui and klein, I guess the challenge will be consistency between the variations
>>
>>108117137
Either edit with Klein, or Z-image had some image-to-lora stuff that could create a lora from a single image but idk if it is even implented anywhere yet.
>>
>>108117149
Thanks for the advice, will try asap. I have 3 or 4 variations per character, so maybe that could be enough.
>>
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ZiBase, adamw8bit, cosine, 0.00042lr, batch 2, shift 1.66, default OT epochs, ~50 pics dataset. Finally got something.
>>
>>108117354
But anon, the dataset was Hillary Clinton?
>>
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Why is the thread moving so slow
>>
For simple genning: ZIT or base?
>>
>>108117525
ZiT is so much fasterer and betterer for that purpose
>>
>>108117533
>betterer
>>
>>108117539
Meltie.
>>
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>>108117525
ZIT
>>
>>108117525
zit deturbo + returbo lora
>>
>>108117354
Neat
>>
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Are there more nodes like RES4LYF I can install to get custom sampler schedulers? bong_tangent scheduler is really good with Z Image Turbo.
>>
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>>108117668
There's a Forge extension called extra schedulers by DenOfEquity. If I remember correctly, he adapted it for Forge because it was originally for Comfy.
>>
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>>108117746
This? https://github.com/DenOfEquity/webUI_ExtraSchedulers

Doesn't look like it works on ComfyUI
>>
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sleepy
>>
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hungry cat
>>
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1girl
standing
>>
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finna eat some cake
>>
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last pic
tune in next week to find out who's LE VOICE of ure le GF
>>
>>108117785
The only thing that I know is that him forked or adapted it from a ComfyUI node
https://github.com/Clybius/ComfyUI-Extra-Samplers

More updated fork(last week)
https://github.com/Enferlain/ComfyUI-Extra-Samplers
>>
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Damn she's oily.
>>
Has anybody had success with training loras for random characters that they've genned themselves?
I'm thinking of maybe using klein to generate different views. probably wont need a lot of different images, right?
>>
>>108117949
You should be able to train something on like 10-30 ish images.

I had little success on klein though, the loras there were not that good so far. Same training data usually worked great on illustrious and qwen and wan even Chroma etc. Not sure why. Seems to be a pretty common issue tho.
>>
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If I want to make a artstyle lora with a really distinct style, do I need to go harder on LR while somehow preventing overfitting? Or is settings similar to character lora enough even for schizomaxxing art?
>>
kill ani
>>
>>108118097
no, I meant just using klein to get the training images. Because it should be able to do different angles of the same character. In theory.
I'd probably rather opt to train on ZIT.
>>
>>108118225
you really just need to train for longer, higher lr will just make it unstable and introduce artifacts
>>
>>108118225
what is that image?
>>
>>108118325
hopium for midwits
>>
>>108118325
Paul Laffoley
>>
>>108116967
>that flux chin
NO MAKE IT STOP MAKE IT STOP I THOUGHT WE WERE FREE FROM THIS EVIL
>>
>>108118424
but thats zib/zit slop
>>
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So where are all those ZIB models that were supposed to come out after Base release
Is it zover
>>
>>108118445
maybe just finishing their first epoch by now
>>
>>108115476

what happened 7g per serve max 30g per meal
>>
>>108116894

shes not mine is mengeles
>>
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@ComfyAnonymous
@ComfyOrg
@ComfyUI

I would like a ComfyUI implementation with the following features:

1. Right-click option on the node canvas to automatically reorder nodes from left to right based on their execution order.
-This would make it much easier to reorganize complex workflows.

2. Right-click toggle option to “magnetize” nodes, so they automatically snap together.
-I don’t want empty spaces between nodes.
-There should be an option for nodes to automatically stick to each other with no gaps.

3. Right-click on "assets" to view metadata!

This would greatly improve workflow organization and readability.
If anyone in /ldg/and believes these implementations would improve ComfyUI workflow, please help forward this message.
>>
>>108118549
no. cumrag is about exploitation of users and developers to grift. use something else
>>
>>108118585
good morning
>>
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>>108118585
Don't you get tired of doing this?
>>
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>>108118585
>cumrag
you're the one who was discarded like a used cumrag tho?
>>
>>108118585
trvth nvke
>>
>>108118602
lmao what a fucking little sycopanth piece of shit
>>
trannigger malding hard rn
>>
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>>108118549
we really need new uis
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is the wan i2v lightning lora from 5 months ago still the most recent one?
>>
>>108118549
>1. Right-click option on the node canvas to automatically reorder nodes from left to right based on their execution order.
Try selecting all nodes with CTRL+drag, right click, "Arrange (float left)" and "Arrange (float right)"
>2. Right-click toggle option to “magnetize” nodes, so they automatically snap together.
This doesn't entirely solve your issue but you can use the Canvas settings "Snap to grid size" and "Always snap to grid" to help align nodes.
>>
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>>108118593
>>108118776
>>108118870
>>108118218
nice
>>108117923
sampler issue ofc
>>
>>108118549
support ani instead
>>
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>>108118898
What makes you think begging for sympathy in this thread is going to work for you after shitting it up overtime for months?
>>
>>108118911
its not ani
>>
>>108118549
>3. Right-click on "assets" to view metadata!
Right click, "Open as workflow in new tab"?
>>
>julien
>>
>>108118911
why are you like this? support open source projects by anons. none of this has to have all the drama hate you bring to the thread.
>>
>>108118898
So he can go on a bender and burn it all to the ground again?
>>108118916
Perhaps if we didn't have extensive documentation of him sameposting in OP your multi month slide campaign would see headway
>>
said open source project needs to compile and boot
>>
>>108118944
he made binaries two days ago
>>
>>108118949
Isn't it pathetic he doesn't have that on lock
Are you surprised nobody uses your- I mean ani's garbage
>>
>>108118938
You're the one that goes on spamming sprees filling single threads with 90+ flame posts, so why should we support your broken project that doesn't even run on anybody else's machine? Not to mention the mystery binaries when you regularly have violent outbursts and call for doxing others.
>>
I like easy-diffusion, but I wish there was a better way to save generation presets that isn't downloading the json.
>>
>>108118995
*vomits*
>>
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Daily failed dev please accept me episode
Wouldn't even trust him around small to medium sized animals.
>>
>>108118975
>>108118979
holy projection

>>108118995
lolis and anime go to /adt/
>>
>>108119003
schizobabble
>>
>>108119010
shortstacks aren't lolis but thanks for the /adt/ tip
>>
>>108119010
How are documented actions projection?
How is a 35 star project where the creator and his friends have to like in a desperate attempt to get traction projection?
You have the same mentality as a fat bitch on welfare in the projects.
>>
Is he still begging comfy for money? Or did he already give that up like all his other "projects"?
>>
>>108119041
He just posted here a day or so ago what the fuck are you even talking about?
>>
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>>108118585
>>108118712
@ComfyAnonymous
@ComfyOrg
@ComfyUI
ComfyUI is unironically GOAT for diffusion automation, but the template situation is embarrassing, current txt2img/hires/detailer templates are 2023 tier.
No SeedVR integrated into HiresFix, no SAM3 in txt2img, new tools exist but nobody's wiring them into the base workflows.
Also no A1111 bridge, It's 2026 and A1111 refugees still can't use familiar controls like token/lora weights, RNG without testing down obscure custom nodes, a simple algorithm toggle in settings node would solve this overnight.
90% of shipped templates are unused garbage nobody touches. Cut the fat, focus on practical, updated workflows for what people gen with SDXL, Anima, ZiT.
>>
>>108119029
more like documented proof you are a schizophrenic retard kek
>>
>>108119026
anime is welcome here if you want to share it, he just takes any reason to be hostile to /ldg/ posters, if you see >>108118911 you see it's the same spammer telling every anime poster to go to /adt/, do check out /adt/ though, it's not a bad thread, just extremely slow.
>>
>>108119052
no. comfyorg is about bloating as much as possible to get VC money. you are delusional if you think they will fix things they broke to get these new features out. queue still broken on legacy ui
>>
>>108119072
I stand corrected this is ani
Having a rough time diddy?
>>
>>108119052
that pic is adorable
>>
>>108119041
>ani said many times it's not him posting here
riiiiight, and lying doesn't exist
>>108119067
it's definitely ani silly ranposter :^)
>>
>>108119086
I half read the schizo's post
Same autistic format and it looks like he thinks this works. It all blends in after a bit.
He's crashing and burning and everyday for him is hell.
>>
>>108115429
yo this shit is really impressive
>>
>>108119104
too bad it's saas and it's off topic
>>
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While he seethes I'm having fun and practicing.
>>
>>108119097
terrible to hear. catjak has been conditioned to sperg at any mention of someone more talented than him.
>>
>>
>>108119133
wow amazing same prompt different seed! so skillful!
>>
>>108119142
Other than leaving SAI after given a pity job what have you accomplished?
Other than slow progress and mental illness because your project didn't take off?
You do know because of the age of your project and the low stars and the fact people have to compile binaries in many cases most people will dismiss it right?
People don't even use extensions with that pathetic star count
>>
>>
>>108119161
>You
lmfao. you really are a dumb nigger. absolutely fucked in the head with crab in the bucket mentality
>>
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>>108119163
I like this a lot, good job
>>
>>108119163
>>108119177
outstanding gens, thank you anons
>>
>>108116140
in terms of what?
>>
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>>108119171
You clutch on that phrase like it means something. I must own a house in that hollow skull of yours.
Must hurt being a failure because you desire to be accepted on a anonymous forum has failed for years. Didn't work on /sdg/ won't work here.
>>
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>>108119273
nobody cares about your stories. people are here for the local models. go touch some grass for once. always the same beggars on 4chan...
>>
>>108118549
usecase for useful features?
>>
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its the neko police, open up
>>
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me on the way to a furry convention
>>
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>>108119392
>>
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>>
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>>108119305
no you have to read about how much of a fag ani is. it's my thread, my rules
>>108118911
>>108119258
>>
will julien ever stop being a lolcow? can't be healthy having crashouts for months/years
>>
>>108117662
>>108117768
cool
>>
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>>108119484
You keep getting the post wrong but I know your goal post is to claim the css was changed.
You must of developed this dissociation cope from some trauma you experienced.
>>108119540
Monthly?
He has them daily and everyone is making fun of him because he can't move the fucking needle
>>
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>>108118883
>sampler issue
rly?
>>
>>108119578
euler
>>
>>108119583
Who?
>>
>>108119601
I hardly know her
>>
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>>108119603
His mental illness is getting the best of him
>>
>>108119583
his botted twitter didn't generate enough drama
>>
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>>108119601
It's not euler. Or are you saying I should be using euler?
>>
>>108119639
yes, all samplers are cope
>>
>>108119612
which one if your multiple personalities? I need you to be more specific
>>
>>108119639
nah I was making a silly pun
>>
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long migu
>>
Heads up, Trani made a thread
Don't forget to report it
>>
>>108119677
do you remember that deviantart lolcow who drew nagas?
>>
>>108119726
>its the troll PEPE thread
holy fuck I hate him so fucking much I dont care about this stupid drama but I want the fucking FAGOLLAGE
>>
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>>108119733
I don't go on deviantart
>>
>>108119739
No collage not my thread.
>>
>>108119740
trans fagollages are too shit as well
>>
>>108119739
Cleared btw
Lolcow
>>
pruned, just like his shriveled little cock
>>
>>108119779
What happened to your thread lil bro? :^)
>>
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Remember day drinking is not good for you
>>108119726
I view every time he does this as a admission of defeat. He's big mad today
>>108119772
Look at this retardation
All threads regardless of timezone does the collages but his drug addled brain has to blame one person to cope with his non existent reputation
I love watching this clown suffer, he has a long ways to go too
>>
>>108119791
>>108119790
>>
Based jannies of frenship
>>
Incredible things are happening in local diffusion
>>
>>108119823
>>108119823
>>108119823
when ready
>>
>>108119830
finally. a good fucking bake
>>
>another troll bake
tsk tsk! when will you learn :]
>>
>>108119859
yeah I can't wait to get out of this troll bake and into a new official bake anon posted :)
>>
He's in rare form today
>>
>>108119874
this post doesnt even make sense
>>
>>108119830
Thank you.
>>
>>108119904
its him double falseflagging
>>
>>108119830
I also cleaned that up
We can play this game all day lolcow
>>
>pruned again
BWAHAHAHA
>>
>>108119830
gone, lmao
>>
i kneel mr janny
>>
lmao anusbake is kill
>>
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>>108119944
lovely
what are the artist tags/style tags/loras?
>>
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>>108119953
(impressionism, painterly, no lineart, flat color, film grain:1.7)
>>
>>108119962
>>108119962
>>108119962
fresh when ready
>>
new
>>108119940
>>108119940
>>108119940
>>
>>108119966
kill yourself
>>
>>108119966
>>108119970
bravo, assclowns
>>
>>108119966
Thank you for the bake.
>>
>>108119970
this one is spam
>>
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last anons
>>108119940
>>108119940
>>108119940
>>
>>108120009
idk bro, the other one with the 35 stars malware project looks way more spammy
>>
>>108119962
>>108119962
>>108119962
>>
Is he gunna do the thing where he reposts from the real thread into his troll thread
>>
>>108120045
UH OH BAKEY GONE LMAO!
>>
>>108115784
>aftermath of 50 shades of gray showing
>>
>>108116054
would



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