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RDBT | Anima

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Updated: Oct 13, 2026

base model

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bf16 SafeTensor

rdbt_anima_b1_v0.37.1_ckpt.safetensors

BF16, good balance • 3.89 GB

Verified:

Type
Checkpoint Trained
Stats

1,331

Reviews
Published

May 25, 2026

Base Model

Anima

Hash
AutoV2
14536A4214

License:

Anima

The Anima Model is licensed by CircleStone Labs LLC. Copyright CircleStone Labs LLC. IN NO EVENT SHALL CIRCLESTONE LABS LLC BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.

Built on NVIDIA Cosmos

out-_00646_.webp
  • (9/26/2026): Distilled ckpt will not be updated. Use the new standalone acc LoRA here. After v2.4. All versions will be the "base" version (not distilled).

  • Update log and version info: link.


RDBT [Anima]

A general finetuned base mode. Gives you the quality as it should be. From wallpaper level digital art, to 5-min sketch.

Dataset contains ~10k images, handpicked by professional amateur artists, captioned by LLM. The criteria for evaluation are not visual appeal, but the painting technique and the level of completion.

Some cover images look ridiculous; they're just for demonstration purposes for corner cases.

Useful links:


Usage:

Settings:

  • Base version: CFG 4 and steps 24+.

  • Distilled version (8s, 16s, discontinued): CFG: 1. Steps: 8 or 16.

Prompt:

Always specify @style in prompt, or use a style LoRA. Otherwise, you will get random/mixed style.

Unlike most finetuned models out there. This model does not have overfitted default style. Because the dataset is big enough. It's a feature not a bug (see below FAQs).

Quality tags:

You don't need quality tags. The fine-tuning dataset has higher quality than "masterpiece". Thus quality tags don't have effects. Omitting those redundant tokens allows LLM to pay more attention on other words.


FAQs:

Why doesn't this model have a default style?

  1. If a model has a "default" style (ignores prompt and is always active). We call it "overfitted". Technically, "default" style is not a feature, it's a bug. This means the training dataset is not big enough, and the model has lost its ability to generate other styles.

  2. The goal of RDBT model is to reproduce styles, not one style, but every style, as accurate as possible. As some of you know, I use this model to aid in drawing. I need unique textures and details, instead of uniformed 2.5D AI slop style.

  3. You decide what style you want, not me.

RDBT can't remove nor resist overwhelming Al slop effects

Too long, see: link.


Sharing merges using this model is not allowed.

This mode is a free and it will always be free. This "restriction" won't affect anyone. It's only aimed at those who steal others' models to sell.

Known model thieves: NukeA.I (selling this model behind paywall on tensorart).

Because he is such a jerk I wrote a story about it. Also contains a guide for trainers about "how to bake special trigger word into your model".