Pinned note:

(2/17/2026): This finetune series probably will not be updated.

Anima is a wonderful model. but it has a very restrictive license.

I'm fine with dual licenses (non-commercial + commercial). We all know that training a model needs lots of $. Commercial license is necessary. Commercial means $, $ means better model.

I didn't expect that they keep the right to "sell" your "non-commercial Derivatives". You don't even have the right to make your "non-commercial Derivatives" non-commercial (copy-left). Because they keep the right to apply their commercial license to your "non-commercial Derivatives".

Unfortunately, this is too restrictive for my personal situation. So, this model will not be further finetuned.

Good things:

v0.12 has met 90% of my expectations. (10% is the color issue, and I don't think this can be fixed, because it is a problem of the base Cosmos model)

Many models are coming up. It's still too early to say who is the best. E.g Chroma2. Which should be Apache 2.0. And is based on Flux Klein 4B. Much better than Nvidia Cosmos Predict2.

I will also try to finetune Flux Klein 4B for better anime style transfer. The idea is, you provide 2~4 style ref images, and generate a new image with the style. No more style lora. I don't know if it is going to work, nor how long it is going to take. Stay tuned.