this is a finetune for anime style with stable cascade (stage_c lite)
my goal is to make similar style to counterfeit and darksushi for stable cascade
for training i followed this from github
0.1:
i traned for 5k steps with ~300 images from counterfeit then i trained another 5k steps with ~350 images from custom merge model that i made a while ago
v0.2:
trained with more images ~750
recommended for better quality: use compression=32
negative:
low quality, realistic - sometimes it makes the image worse, sometimes it helps
bad anatomy, deformed - generally helps
positive: i've posted the prompt template used when training in trigger words, but you can try whatever prompt you want (duh)
nsfw: please don't try to generate nsfw, i trained with ~100 nsfw images but it looks bad, i'll add more in the future
v0.3:
retrained from scratch
my experimental settings so far:
cfg: 2-2.5 seems good
5 steps for stage_b, 10 if you want a bit more detail
negative:
cartoon, closeup, lowres, simple background, artifacts, (realism, blurred:1.2)(should be better than nothing, but feel free to test with other negatives)
cartoon in negative seems to add more detail to the image
4k, masterpiece, high quality doesn't make the image better
compression=42 is good
if you want the character to look more manly, put 1girl, girl in negative, it could help
retrained:
>1k 1024x1024 for 15k steps
650 1024x1792 for 7k steps
328 1536x1024 for 5k steps
129 1024x1280 for 2.5k steps (which are 768x when training)
so the model can generate images with different sizes,
my idea with the last one is that when characters occupy a relatively small portion of the overall image or appear at a distance the model will know how to generate them (cause it's seen how to make characters in small portions of pixels), dunno if it actually works
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FAQ
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Can Macbook use it?
Did not test with this particular model, but Drawthings (https://drawthings.ai) support Stable Cascade
Is it me of medium-small sized eyes/faces are very broken? Anyway overall looks cool.
Works in comfyui?
yes, I made the images in comfyui
@xr It does work on the latest ComfyUI, but only using the UNET loader. The normal checkpoint loader node throws an error. The HuggingFace page for Cascade has an updated stage C and B for the latest ComfyUI build. Sadly, they are only the full size ones. https://huggingface.co/stabilityai/stable-cascade/tree/main/comfyui_checkpoints
My review image has the workflow I used as a workaround.
WOuld be nicer if it was not trained on AI images with all AI artifacts and smudgy lines, You should train on actual human made art man cause results are nice but you can see its trained on sd 1.5 gens.
yeah, I wanted to try to train it with only synthetic data to get a style but the problem is that it's not finetuned on much anime so i needed to use more images and i traded quality for quantity (i still filtered out ~50% of the images anyway tho)
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Same model published on other platforms. May have additional downloads or version variants.










