Updated: Apr 21, 2026
style
thank you mr astromahdi from gpu.garden
dataset images was from somebody else, I used this dataset as a test on how well Anima learn heavy painterly styles. It learn well.
V1: Usual slightly overcooked setting ( adamw8bit kahan 2e-4, batch 8, 50 epoch, 16 dim/alpha, 100 image target, reduce block 0-7 to 1e-4 and dim 8), accurate to style but medium forgetting (like it cant really do pokeballs anymore)
V2: Test setting (same as above but reduce block 0-8 lr to 5e-5, block 9-17 to 1e-4, block 18-27 to 2e-4), weaker style accuracy but less forgetting (can do pokeballs lol)
But honestly I'm not satisfied with either scenario, but since I dont do regularization it's expected, you can try using V2 with 1.2-1.3 weight to get the style better without the worse knowledge forgetting (be aware it will become unstable still)
Disclaimer
I respect the artists who honed their crafts for years to achieve these styles among all else, if any artists whom LoRA i've made from shown displeasure/objection to their arts being used as AI training material or if they request a takedown notice on Danbooru , I'll delete the LoRA with no further notice.