Version 2.0 is out! I worked a lot on the LoRA to prevent overfitting while keeping the appearance stable.
Read this if you interested:
https://civarchive.com/articles/29783/lora-training-for-anime-characters
Important Note: Do NOT use Automatic Scheduler! It will mess up the eye color! Use Karras instead.
Update 14.05.26: Little Note on v2.0 i forgot to mention:
If you use the "hcm-dress" tag, you should add “hcmt-dress” and “torn clothes” to the negative prompt to prevent both outfits from merging.
Some words about the Anima model:
If the image drifts (bright color, oversaturation) use (anime coloring:X.Y) you have to play with the multiplier though...
I spent a lot of time learning about the base model and training the LoRA. Here’s my opinion on Anima.
Pros:
Incredible tag responsiveness (way better than IL, in my opinion)
Great outfit awareness during training: with IL, you often have to use tags like “white hakama,” while Anima handled the outfit very well despite the lack of many full-body shots in the dataset
Great output quality even with short prompts
Natural language prompting worked well
Before I start with the cons, I want to mention that I’m not entirely sure whether I trained my models correctly. Regardless, I tried many different things, but I couldn’t get better results. Also, don’t forget that Anima is still in beta!
Cons:
A bit complicated, since you have to include the VAE and text encoder manually
The models I create tend to drift when using many tags
No full Hires.fix support yet
Complicated prompt order (and it seems to matter a lot for output quality)
More generation parameters to handle (e.g. Shift)
Conclusion for now:
I’ll stick with IL until Anima becomes more stable (or until I find the right training parameters — so I’m not only blaming the base model 😅).
Text for 1.0: I KNOW, I KNOW!
“There are tons of versions of her on Civitai, so why bother making another one — especially when you always say you prefer creating models of characters who don’t already exist on Civitai!?”
But hear me out: I didn’t make another version because the existing ones are bad. It’s just that Orihime Inoue is one of my all-time favorite characters, and I wanted to make my own version of her.
This is only (140 EP) the Hueco Mundo version of her, because that’s my favorite look — though I’ll probably make a Shinigami disguise version at some point too.
Prompt: look at "Trigger Words" on the right side 👉
Changelog: look at "About this Version" on the right side 👉
My Settings (forge)*:
*note, the example images only use high-res fix.
Checkpoint: waiNSFWIllustrious_v170
Sampler: Euler a
Scheduler: Automatic Karras
Samplings Steps: 30 - at least use more than 15! I often see people generate with 8 steps. This it not enough xD (I mean, you should generate you pics the way you want, but the results should be better with more steps)
Hires.fix: R-ERSGAN 4x+Anime6B, 20 Hires steps, Denoising Strength: 0.3-0.5
Extensions (nice to have for little more Details):
Adetailer (highly recommended)
Description
reduce Dataset
merged some tags
unique outfit tag
more flexible, (no Overfitting)
Removed some tags, added back some tags that were incorrectly removed
Change prompt structure
reduce negative
Changed Scheduler to karras












