Thread #108278827
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Discussion of Free and Open Source Diffusion Models

Prev: >>108273262

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://tagexplorer.github.io/

>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
Collage: 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
+Showing all 208 replies.
>>
I didn't mean to include that really long image in the collage. Whoops.
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>>108278855
you are forgiven
thanks baker
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the dynamic ram doesn't work with seedvr2 i don't think. It's OOM'ing before my ram is anywhere near filled up. what a shame.
>>
Blessed thread of frenship
>>
NEWS:
NVIDIA fixed their 595.59 driver update, which claims to include RTX optimizations for FLUX.2 Klein which can double performance and reduce VRAM consumption by up to 60%.

It's now available for download.
https://www.techpowerup.com/download/nvidia-geforce-graphics-drivers/#history
>>
>>108279001
>RTX optimizations for FLUX.2 Klein
what's the catch? you'll have to download some RTX custom format of the model? usually with those snakes the free food never comes naturally
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>>108279019
inb4 its support for 1 bit quantization which makes it render 64x64 gens faster (black and white only)
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>>108279019
i don't know. I can't find any more detailed information about this performance boost except the thread on reddit. I guess you'll have to update and compare yourself.
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When the fuck will they release Z-image edit? goddam it's been 3 months already
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>>108279019
It's just nvfp4 stuff I think.
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>>108279100
>nvfp4
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>>108279186
bruh your images are disgusting, if you want to post faggot soft porn post them somewhere else
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>>108279196
Shut up fag
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>>108279226
>fag
lmao you're an actual faggot what are you talking about
>>
anon gib LoRA, it's for research purpose only.
>>
What are good training settings for a big dataset lora? (klein). I have about 200 pics.
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>>108279463
Never trained klein lora so I can't help but you should clarify what kind of lora this is to increase odds of useful responses; style, concept, person?
Also 200 pics isn't a big dataset at all, I would call that average.
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>>108279490
Concept.
>average
Well it's big for me. I could go bigger but the training times would climb to retarded heights.
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i find sdxl is still the best for what i need it for
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>>108279544
>i find sdxl is still the best for what i need it for
plastic dolls?
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>>108279571
high quality milk
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>>108279544
>raped nose
>raped teeth
>raped hand
>raped plastic skin
Have fun, but pleasing stop posting this kind of junk here
>>
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>>108279463
Tried Klein loras good for style only but Characters inconsistent, anatomy is bad so be ready to inpaint this is based on using Civit loras or only clean Klein 9b distiled
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>>108279609
that can all be fixed with inpainting, perspective and lighting are what matters, the thumbnail looks great. you cannot fix a gen that has bad colors and lighting
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>>108279641
>that can all be fixed with inpainting
why should I do that? ZiT makes good shit on first try, you have to let it go to your old toy unc
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>>108279673
there is something flat about zit, it looks like a mediocre oil painting. i have tried but i cant work with it
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>>108279001
>FLUX.2 Klein
which 9b edit?
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>>108279544
anon you should probably send your sdxl gen to flux klein to enhance the photorealistic visuals and fix the errors.
>>108279592
you can get big titty milkes with qwen 2512 and z image base :)
>>
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>>108279516
>I could go bigger but the training times would climb to retarded heights.
number of images doesn't affect training speed, unless you have more images then batches so you would need to increase the number of steps to do a single epoch, which is never the case
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>>108279781
Its the abhorrent noise pattern in every zit gen
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Any good captioning open source thing that work with the new qwen multimodal?
I've been using taggui but I can't add any new models.
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>>108279454
'fraid you're gonna have to get your own waifu, Anon.
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>>108279925
I have so many random captioning things. I have no idea if any of these meet your needs but here's some of the latest projects

>Video Caption Suite: Batch video captioning using Qwen3-VL-8B
https://github.com/filliptm/Video-Caption-Suite

>VLM Caption Studio: Simple, local web app to create image captions with the help of AI models
https://github.com/hthoene/vlm-caption-studio/tree/main

>AI Image Tagger v1.1.0
https://github.com/maxiarat1/ai-image-captioner/releases/tag/v1.1.0

>Silly Caption: Lightweight, brower-based AI autocaptioning tool
https://github.com/obsxrver/SillyCaption

>One Patch to Caption Them All: A Unified Zero-Shot Captioning Framework
https://paciosoft.com/Patch-ioner
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>>108279927
So beautiful, bro. Was she into skateboarding? Sure she’s smiling down from heaven seeing you keep her memory alive. <3
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Begone fag
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>>108279980
Ñebo
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>>108279808
this is pretty good. it would be hard to prompt for natural subtle hairy arms.
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>>108280099
image generators live and die on their strength at generating high quality 1girls with no bullshit censorship and terrible anatomy.
>>
>another state banning ai generated pizza
Your days are numbered, pedos.
https://www.engadget.com/social-media/alaska-could-be-the-next-state-to-crack-down-on-ai-generated-csam-and-restrict-kids-social-media-use-190506366.html
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>>108280144
>restrict kids' social media use
desu I like the idea, they shouldn't lurk on leftist asylums like reddit and discord and have a bunch of trannies telling them to pump themself up with HRT, but we know it's an excuse for (((them))) to just spy on everyone and remove anymosity on the internet
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>>108280144
think of the pixels!!!
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so qwen2512 still doesn't have inpainting?
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>>108280144
as usual cuckservatives and MIGAtards are for pro-censorship just like their leftists and libtard counter parts.
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>>108280144
>another state banning ai generated pizza
I thought it was already the case everywhere in the world lol
>>
>400 free comfybux
So what can I run with comfybux nodes? Is NovelAI available through comfybux? Any uncensored video models?
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>>108280268
cloud gens are off topic
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>>108280254
Initially it was just distribution but even then it was sort of in a grey area as a component of it is identifying the actual children involved. So often they'd only get convicted because they were also distributing and possessing real pizza. At least to my understanding.
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>>108279998
She looks like shiet...
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>>108280348
to be fair even in real life I always find her mid lol
>>
>>
>>108280144
>>another state banning ai generated pizza
Okay good? Have you tried not generating *photo realistic* child porn which is already a crime btw

>and-restrict-kids-social-media-use
This is the only thing that actually matters and is bad, I'm not giving my fucking ID to that faggot Peter Theil
>>
>>108280449
>is bad,
it is good, kids shouldn't lurk on social media, but I have no idea how to enforce that, fuck IDs obviously
>>
>>108280449
>which is already a crime btw
desu if its already a crime why are all these states making new bills banning it?
>>
>>
>>
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>>108280519
>>108280528
>>108280530
KVNO
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>>108280519
>>108280528
>>108280530
oh now we spam dalle 3's gens on /ldg/? what's wrong with this general? it's made for this >>108266976
>>
For those with multiple GPU's, how do you handle updating drivers? Anytime there's an update for my 3090, it breaks my 1070. I need my 1070 to play games. If I try to update the 1070, it reinstalls an outdated driver for the 3090. I can't find any way around this.
>>
>>108280577
I'm not poor enough to have this problem
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>>108280557
and my local gen post gets deleted for being "off topic" :^)
>>
>>108280557
>108280519 (You)
>108280528 (You)
>108280530 (You)
Repost all you want, man. Not like me to overclassify every gen.
I just post what I want, only not in your /adt/, ;)
>>108280608
stay dead ;)
>>
>>108280629
>I just post what I want
do you think mods don't exist?
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>>108280637
for the most part they really don't care lol
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>>108280640
that's the problem, you can't get rid of schizos if they don't clean that place up
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>>108280557
>>108280608
>>108280637
Please understand
Julien is seething after getting scolded and disowned
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>>108280557
>dall-e 3
it clear says comfycloud in the filename, which is in the OP.
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>>108280737
>comfycloud
oh I love that model
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can you come up with a new troll the comfy cloud thing has been stale for so long desu
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>>108280774
you're probably thinking of the api nodes schizo, who is not me. comfycloud is a legitimate new tool that released for comfyui, and just today they announced free credits for all >>108278210
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*yawn*
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>>108280791
>you're probably thinking of the api nodes schizo, who is not me.
me when I lie
>>
>>
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good evening
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>>
I updated comfy today and z-image base is broken, all images have weird artifacts now, anyone else experienced this?
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>>108281136
Nice booba
>anyone else experienced this?
Nope I updated yesterday
>>
>>108281136
Nope. Are you sure you didn't change the sampler/scheduler by mistake?
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Can I train a Flux distill LoRA with 12GB VRAM? I like being able to use copyrighted characters as a base and have it copy their style. Way better than Z image models that might be more intelligent or consistent but don't know any of them.
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>>108281136
Sorry anon, try reinstalling Comfy to a previous version. This new implementation is good but very experimental. Today I had to kill 3 Python processes in my C: drive and 2 more that were running as UV. Total madness.
>>
I so sick of local. The shitty censored anatomy where genitalia is practically impossible. The terrible prompt adherence that breaks down the moment you do anything more than 1girl standing. The three legs, 6 toes, shitty facial expressions with vacant looks. Endless loras and hours of tweaking just to get a decent result

At least with LLMs, sure, they're kinda dumb, but the immediate output is something you can goon to. You're creating somewhat of a convincing narrative that can be engaging. There's nothing about local image/video generation that's immediately engaging. It's just lots of hard work for the occasional freak 1 in a 1000 gen that works exactly the way you wanted.
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>>108281191
Did the blog factory explode? Also skill issue.
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>>108281002
Catjack, it's time to forget Forge Neo like the /ldg/ fag you are and use ComfyUI App Mode and git clone this node made by the Noob shitmerger with Greek Letters ELH, it emulates Forge WebUI 1:1 in syntax, token weight, and all that other thigs in Comfy.
https://github.com/Enferlain/ComfyUI-A1111-cond?tab=readme-ov-file
More info in the repo, it's very complete.
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>>108281201
>bro just tell the AI to pretend to be a better AI from the future
Do you even own a gpu?
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>>108281208
What gave it away it was me?
Also I'll look into that once there's a wait for a new feature I want.
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>>108281191
Local is crap, but it's the only uncensored option. Models like Nano Banana are way better than anything that local has. Local could be better if finetuners weren't all complete retards
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>>108281241
Sounds like you can't afford to do local
>>
Uh oh.
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>>108280368
Mid!? She's an LA 10 easily!

>>108281136
Looks like sampler/scheduler mismatch. Maybe you moused over something and bumped a setting.

>>108281191
There's plenty you can do to increase the output quality; don't use LoRAs, stick to 1:1@1024px, minimize what you're prompting for, etc. You don't have to push a model to its limits all the time (even though that's where the fun is).
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>>108281245
sounds like you're brown
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>>108281191
>>108281241
Local = Sisyphus mode
The sooner you realize it and accept it, the better. The only advantage I think is that it makes us learn new things or peripheral skills along the way. For example, if I had started with NovelAI from the beginning, I wouldn't have learned anything about Git, Python.............LoRAs, ControlNet, img2img, inpainting, comparison grids, swapping models, creating positive and negative masks, blah blah
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>>108281241
the behavior of local finetuners is somewhat frustrating. Grifting is rife in this community. Everyone seems to want to get rich quick off of this rather than make something really great.
>>
Yeah you should give up on local and leave this thread forever.
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>heh its saaskeks who are poor
>Z BASE IS SOOO SLOW
>IM RUNNING 4BIT QUANTS AND THERES NO QUALITY DIFFERENCE
>WHEN GGUF
>JUST USE THE 4 STEP SPEED LORA ITS JUST AS GOOD
>>
>>108281215
Funny how that's not what the post said. >>108281260
Calm down cloudcuck.
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We have a mental health crisis
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>>108281248
jebby sexo
>>108281257
hed rather spend his time fuding here than doing anything productive
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>>108281253
NovelAI is amazing, but why doesn't someone just make bigger NovelAI that's as good as Gemini Pro?? I would easily pay $50/month for it, especially if it had edit capabilities
>>
https://github.com/Comfy-Org/ComfyUI/pull/12709
>z-image pixel space
wait what?
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>>108281241
Yeah but think of the safety guidelines and the protection of our fellow artists.
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>>108281284
> protection of our fellow artists
Kekstone is already way ahead of you with that one!
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>>108281282
why is this fag still around he shouldve been dragged and shot already
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>>108281191
skull issue. i have never goon'd so much in my life. i feel sorry for people that dont know what they're doing. missing out
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>>108281277
Because they're a company, so if they can keep you draining your money with the least effort possible they will do it.
Something like Tdrusell, or Chinese culture in local terms.
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>>108281247
>>>/g/dalle
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>>108281297
But instead of money, with expectation.
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>>108281297
Is it true that anima is coming to comfyui api exclusively? They just announced free comfycloud, so they must be preparing some kind of big release
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>>108281152
>>108281162
>>108281248
No, its the same settings/samplers

>>108281181
I did but it didnt work either, I ended up disabling all custom nodes and it working again, I saw some reddit posts about z-image base artifacts and they are related to sage-attention, so I suspect its something related to KJnodes sage-attention
>>
This method of trolling is pretty low level, but expected.
>>
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>>108281277
You first need the funds
Then you must get through the hurdle of allowing loli
Then you must actually know what you're doing
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>>108281304
Anima's dead right now. TdRusel probably got job offers or someone bought his dataset. When people get good at this stuff they get flooded with offers and abandon their passion projects.
Same thing happened to Invoke.
>>
>paying for the privilege of sending your loli prompts to the feds
does anon really
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>>108281265
any time anyone points out the flaws in local models, some faggot responds with 'skill issue'. As if they and they alone have discovered the super secret squirrel settings and prompts to somehow make the model do things that no-one else seems capable of. They're obviously just retards who are either lying, haven't truly scrutinized the slop they're genning or they've never attempted anything more complex than the most basic 1girl prompts. Censorship is s problem, bad anatomy, a result of censorship, is a problem. I'm not talking about anime, I'm talking about generating outputs that look like real photos.

"Skill issue" faggots don't even deserve a response
>>
>>108281321
>Anima's dead right now.
>t. impatient braindead coomer
>>108281324
Just because you've never seen it doesn't mean it doesn't exist. Holy retardation.
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>>108281314
I don't give a fuck about the local vs SaaS meme, never interested me. Probably because I started with SaaS so I never got polarized about it
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>>108281337
I grew up in the 90s so I am fundamentally repulsed by anything that requires login. We didn't require it then, so why now?
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>>108281315
and yet still no ai model can really do gore. it all looks laughably fake.
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>>108281337
Everything has a place it's when people go to threads dedicated to one aspect of of something to bother them, it just seems like the person doing it is bored and wants some excuse to type.
I think some people use both so it's not a big deal
>>
>saying local should be abandoned = pointing out flaws
Makes sense that cloudkeks need to pay for AI training wheels they are retarded
>>
>>108281336
People who make good base models or good tools can be counted on one hand. It's no coincidence that Adobe's Photoshop offer went to the Invoke dev and not to Comfy or A1111.
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>>108281340
>I grew up in the 90s so I am fundamentally repulsed by anything that requires login. We didn't require it then, so why now?
this
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>>108281341
I don't know about that. This was low effort. I could probably make it super gory
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>>108281314
What do you mean?
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>>108281349
35
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>>108281351
nah. they're not trained on gore. you'd need a gora finetune, and no one wants to make that. I am curious what kind of horrors it could create though.
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>>108281361
36 reeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee
>>
>CLOUD IS BAD.... EVEN DOE ALL MY FAVORITE GOONYPORN FINETUNES TRAINED WITH CLOUD COMPUTE
>>
uh oh SaaSfag meltie
>>
>>108281002
>>108281270
>>108281314
best gens itt, really good job. is this still anima?
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>>108281369
it's just the same fag it always is
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>>108281349
What does that have to do with the post you replied to tho?
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>>108281314
>>108281270
Nta btw
>>
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>>108281362
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>>108281372
>is this still anima?
hopefully not, it looks like xl slop
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>>108281372
yeah
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>>108281372
Yeah it's base anima
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>>108281385
maybe i should get back to anima again.
>>
>New 2026 /ldg/ requirements:

-Own at least a GPU with 12GB VRAM
-Use Comfy
-Denoise in starting steps instead of decimal numbers
-Shedulers instead of names, sigmas values
-Assets instead of gens
-knoweldge of Boolean, INIT, Float or Primitives
-knoweldge of Python


What else?
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>>108281381
nah, just the same butchered meat look. you don't see any of their internals.
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>>108281315
Good asset, desu
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>>108281394
u ok bud?
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>>108281394
you misspelled so much shit i wouldn't trust anything you gen.
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>>108281394
White, American, straight male.
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>>108281394
>Dernoise starting with steps
I dernoise with decimals the result is the same.
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>>108281394
Trump supporter
>>
1girl, large assets
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>>108281394
Brahmin or Kshatriya
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>>108281408
Yes but you are speaking in goyim terms, start talking in starting steps, also
>>108281394
Use K sampler advanced
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>>108281394
brownest post in this thread, congrats
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>>108281397
shark intestines mmmm
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>>108281394
>Own at least a GPU with 12GB VRAM
I think we can cull more poors by prohibiting anyone with less than a 50 series.
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>>108281408
Sunday genner
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>>108281394
as a tech illiterate person I don't waste time on any of this minutiae. Grok writes python for me, I copy + paste, and it just works. I will not waste my precious mental energy on pathetic abstractions. This is the way now.
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>>108281394
Be a batchGOD for maximum automation and gen a minimum of 4 gens consecutively at least
>>
cozy breas
>>
>tried to start a little pedotwitter campaign against Anima and failed completely
lmao
>>
>>108281426
We are yet to see a single gen from you in this thread.
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>>108281425
>50 series
we see right through you, 5060 poorfag. don't try to pretend like you're part of the club
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>>108281445
the real campaign will start once the comfyorg-exclusive api partnership is announced. everyone will be looking for open alternatives with good licensing and hardworking devs
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>>108281459
dream on pleb
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>>108281459
so hardworking you cant even pull new sdcpp version to add anima support to your wrapper lmoa
>>
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>>108281459
>good licensing
Like the license for NoobAi, right? Wait... What license did it use again? Oh that's right.
>>
We already know the comfygrant was a scam, lodestone even said that he never heard back from them. Anima was always planned to be API-exclusive, which is why it was announced before the comfygrant was: because it wasn't actually part comfygrant's terms as it isn't going to be a local model. It was all a publicity stunt to get people interested in comfyorg partnerships.
>>
Proof?
>>
comfy this
comfy that
all he does is chimp out
lmoa
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>>108281485
Makes sense. Very sensible thought pattern.
>>
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>>108281508
>Very sensible thought pattern.
are you in love with that "anon"?
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>>108281446
Haha anon, diffusion threads exist for exactly this, to shitpost and answer or ask questions. I used to post my gens in every Anime AI general in 4chan until I realized how low effort gens are here, so I moved to anime drawing or general art threads and post there and shitpost here.
>>
You know what's hilarious?
NovelAI not releasing version 3 like they did with version 1. Why? Because local anime is still stuck on SDXL
>>
Heh
>>
Anyways...
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>>108281309
Found the culprit, some new shitty comfyui requirement installed something called comfy-env, which started/enabled sage-attention at startup without any option to disable it, why is comfyui like this?
>>
Lets go over the facts:
>anima was announced before the comfy grant was, meaning it was part of a backdoor deal
>The anima license isn't truly open and has a non-commercial requirement
>Lodestone and other applicants have been ghosted by comfyorg in regards to the grant
So what happened, if the grant was for the furthering of open-source models, what is going on? well, this post by tdrussel a month ago reveals some dark truths:
>The reason for not using a true open source license, but rather a non-commercial open-weights license, is because I'm just one person and training this thing is extremely expensive. If I can't monetize it, it's the last large finetune I'll ever do. I would like to train an Anima 2 one day, or an Anima Video, but it just isn't viable without having some way to make money.
If this was a grant, then why does he need to make money? Lodestone applied for the grant looking for some 6000-pro series GPUs for training chroma. Nothing was mentioned about having to pay it back, so why is tdrussel concerned with making the money back through commercialization?
Because anima is not a comfygrant model and the comfygrant does not exist. Anima is part of an separate comfycloud exclusivity deal where comfyorg allows various api providers (civitai, tensorart) to rehost the model in exchange for revenue share. He needs to make the money back because anima was an investment, not a grant.
>>
^ chimp out
>>
>facts
>first line is conjecture
okay
>>
>>108281614
holy shit... that makes a lot of sense
>>
^ replying to himself
>>
>>108281315
>I am 14 and this is deep
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>>108281614
This makes sense. So since the Comfy grant doesn't actually exist then there is no more reason to FUD Anima as there isn't actually any money that could go to another fine-tuner instead.
>>
Ah i gotcha the dalle thread is what im looking for my sorry im stoopid. Good luck with the schizo anon they seem pretty annoying
>>
>>108281508
>Makes sense
>>108281634
>that makes a lot of sense
>>108281642
>This makes sense
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>>108281165
>Can I train a Flux distill LoRA
why in the year of our lord 2026
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>>108281646
makes sense, lmoa
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>>108281642
>there is no more reason to FUD Anima
You vastly underestimate the extreme hubris and ego that some in this space suffer from because someone else is getting attention instead of them.
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>>108281534
Good, avatartroons should stay away.
>>
Will /ldg/ hire this ComfyUI & AI Image specialist offering high quality custom LoRA training service?
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>>108281604
You install one of PozzettiAndrea's jank ass wrapper nodes like Trellis2 or something?
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>>108281676
id rather a turkish roach than some tranny
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>>108281678
Why are there so many broken comfyui nodes?
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>>108281702
many devs moved on from comfyui after the api stuff. they are now working on more promising solutions that put local first
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>>108281689
absolutely
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>>108281678
Yes, and I don't even use it, time to delete
https://github.com/PozzettiAndrea/ComfyUI-SAM3
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>>108281707
lol dick head
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Never forget: Comfy likes women.
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>>108281702
In his case, it's because a lot of the wrappers he makes are for specific tools that have retarded Python requirements hence why he coded Comfy-env but also why I have separate portable Comfy for his shit when I bother to Trellis2.
>>108281716
Yeah, I don't recommend any of his nodes unless you are running a separate installation for a very specific purpose.
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>>108281743
I think trellis doesn't work with amd. at least, that's the conclusion I came to. Could just be his jank.
>>
>>

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