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
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I didn't mean to include that really long image in the collage. Whoops.
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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
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When the fuck will they release Z-image edit? goddam it's been 3 months already
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>>108279100
>nvfp4
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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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>>108279571
high quality milk
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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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>>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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>>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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>>108280099
image generators live and die on their strength at generating high quality 1girls with no bullshit censorship and terrible anatomy.
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>another state banning ai generated pizza
Your days are numbered, pedos.
https://www.engadget.com/social-media/alaska-could-be-the-next-state-t o-crack-down-on-ai-generated-csam-a nd-restrict-kids-social-media-use-1 90506366.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
as usual cuckservatives and MIGAtards are for pro-censorship just like their leftists and libtard counter parts.
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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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>>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
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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
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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.
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>>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 ;)
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>>108280557
>>108280608
>>108280637
Please understand
Julien is seething after getting scolded and disowned
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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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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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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.
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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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>>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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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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>>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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>>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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>>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
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This method of trolling is pretty low level, but expected.
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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.
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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
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>>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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>>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
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>>108281002
>>108281270
>>108281314
best gens itt, really good job. is this still anima?
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>>108281314
>>108281270
Nta btw
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>>108281362
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>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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>>108281408
Yes but you are speaking in goyim terms, start talking in starting steps, also
>>108281394
Use K sampler advanced
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>>108281397
shark intestines mmmm
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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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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.
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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.
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Heh
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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?
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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.
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>>108281508
>Makes sense
>>108281634
>that makes a lot of sense
>>108281642
>This makes sense
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Will /ldg/ hire this ComfyUI & AI Image specialist offering high quality custom LoRA training service?
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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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>>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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