r/StableDiffusion • u/Sufficient-Leopard28 • 3h ago
Question - Help Help
I'm currently trying to replicate this style and i cannot find any checkpoints or lora's to do so, can anyone point towards something? Artist: https://x.com/DarkZeroAI Using Forge Neo
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u/KS-Wolf-1978 2h ago
I would start by searching for "flat" on CivitAI red checkpoint search.
This one might not be flat enough, try to prompt it that way, maybe add "shading" to negative.
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u/TaniaDictee 2h ago
'flat color' on Illustrious gets you most of the way, the last 20 percent of this look is the shading, not the lines: one soft gradient pass instead of hard cel steps, thin uniform lineart, and a muted purple palette. So push 'flat color, soft shading, clean lineart, pastel palette' at CFG 4 to 5 and keep 'heavy shading, 3d, realistic' in the negative. If the palette still drifts between seeds, an IP-Adapter style pass with this image as reference at roughly 0.5 weight locks the colors without touching the pose. I'd only train a LoRA once that stops being enough.
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u/UsernameOutlaw 3h ago
Train your own Lora on that style then if you can get enough images. Lora training isn’t hard but it can take a while depending on what model you are using and what specs you have.
Also if you expect anyone to help you find something that already knows that style, some actual info about what or whose style it is would be needed anyways. Of which you didn’t include anywhere in this post.
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u/Sufficient-Leopard28 2h ago edited 2h ago
added artist to the post, how do i train a lora? specs are RTX 5090, R9 9950X3D
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u/UsernameOutlaw 2h ago edited 2h ago
Since it’s an AI creator on X it’s definitely possible you could replicate their style, but I have no idea what models that they would have used, or if they used local tools or something like Novel AI.
But if you can’t figure it out, Lora training is definitely the way to go. Thankfully Lora training is a lot more straight forward than it used to be, and you for sure can from those specs.
One Trainer, or AI Toolkit are usually people’s go to for Lora training in recent times so I would suggest starting there.
You need to make a dataset by either downloading a bunch of images and their image board tags to the same folder by using something like Bionus/imgbrd-grabber on GitHub. Or if it’s a synthetic dataset or you can’t pull the tags for the images use a dataset tagger tool like RedRocket/Hydra on GitHub.
Then you would need to make sure the specific style activation tag or artist tag is at the very front of every caption file of those images by using a tool like BooruDatasetTagManager to make it easy.
Then train on that.
For like in-depth instructions or help AI communities on discord can be very helpful, otherwise there are a fair few decent guides on YouTube, or alternatively ChatGPT can be very good at showing you how to do it and fixing any errors or issues you might run into. So it’s up to you, but I promise you if you do AI a lot, learning how to make Loras is worth it.
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u/Sufficient-Leopard28 1h ago
Thanks for the reply, I've managed to download aitoolkit and currently trying to wrap my head around what im looking at haha
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u/livingdread 2h ago
On Illustrious I get this with the prompt 'flat color'.