RDBT [Anima]
This is a general finetuned model, based on pretrained Anima.
Better overall quality, better prompt adherence, less artifacts and errors, and highly creative.
Dataset contains ~10k handpicked images. NL captions from LLM. Accurate body/hands anatomy. Does not contain any shiny plastic glossy AI image.
It's a base model for every style, not a model that has a default style. I use the model as a clean starting point to stack more LoRAs. I can get the style exactly as it should be.
Some cover images look ridiculous; they're just for demonstration purposes for corner cases.
Update log and version info: link.
Original LoRA: link. For advanced users: RDBT model is trained as LoRA natively. You don't need to download this full ckpt.
My distillation LoRA for RDBT: link. I won't recommend the official Turbo model because it's very sloppy and overwrites style LoRA. I made my own.
Links to base model:
prefix with ym: AnimaYume (hf link) (civitai link).
prefix with b (base), p (preview): Anima pretrained (hf link)
For those who don't want to stack style LoRAs and is looking for a out-of-the-box ckpt with high aesthetic style: RDBT | Anime, based on RDBT, and optimized for high quality digital art.
Usage:
Settings:
CFG: 1~3. By default, model has been distilled. You can disable CFG (CFG 1) and run the model 2x faster. Cover images are without CFG for demonstration. "RenormCFG" node is highly recommended if CFG is enabled (CFG > 1), set "renorm_cfg" value to 1.1.
Steps: 16+
Sampler: Euler (best diversity), Euler a/er_sde etc. (better stability)
Res: 1MP
Prompt:
Always specify style in prompt, or use a style LoRA. Otherwise, you will get random/mixed style. This is a feature, not a bug. This model does NOT have overfitted default style (which ignores prompt and is always active).
Quality tags:
Omit ALL 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.
FAQ:
About my distillation:
Compared to the official turbo model, my distillation has very high diversity (seed, style diversity, etc.), and is more compatible with style LoRAs (it won't add a quality filter which changes/overwrites the style drastically).
I didn't name it "turbo" because it needs 16 steps.
Why not bake a default style?
If a model has a default style, this means whether you prompted it or not, the style is always active. This is called "overfitted", this not a feature, it's a bug.
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).
I wrote a story about it. Also contains a guide for trainers about "how to bake special trigger word into your model".
Description
FAQ
Comments (7)
Whoa, this turbo is actually quite amazing what the hell? Much better than normal Anima Turbo in terms of quality and just as fast, this is a god send.
I know v1.0 has too many versions and are confusing. A brief clarifying:
All v1.0 shared the same finetuned base model, but later distilled with different settings.
16-step: is the most creative one. More diverse, dynamic.
8-step: used standard distillation settings that a "turbo" would use. Needs less steps, more stable, but less diverse. (This one probably can be deprecated in favor of the official turbo model.)
Those two versions above are homemade. I don't have huge amounts of resources, I can't take care 20k built-in artist style tags, they're too many. Thus built-in artist tags are not distilled. Without CFG, they have weaker effects. (This is not a issue for new styles from external LoRA).
E.g. 1, 2, (16-step is more dynamic than 8-step) 3 (built-in artist style is weaker)
turbo: this one merged new released official anima turbo model. This should be similar to the "8-step", but has better built-in styles. E.g. 3 (built-in artist style is more accurate),
TBH my favourite combo is still v0.39 (the last one before 1.0) + the new Anima Turbo model as base. It has considerably more creativity and style adherence than all 1.0 ones in my testings.
My favorite combo is v1.0 16-step + new anima turbo (extracted lora). 0.5:0.5.
Official turbo really bad at lighting, always locked to mid brightness. v1.0 16-step can go really dark and cinematic.
In LoRA usage, the 16-step seems to be on par with Turbo; personally, I even lean toward the 16-step model.