RDBT - Anima

<a href="https://civitai.red/models/2364703/rdbt-anima?modelVersionId=2905630" rel="noopener noreferrer nofollow" target="_blank">
 https://civitai.red/models/2364703/rdbt-anima?modelVersionId=2905630
 </a>

p3 v0.29.b

<h1>
 
 RDBT [Anima]
 
</h1>

 Finetuned
 <a href="https://huggingface.co/circlestone-labs/Anima" rel="ugc" target="_blank">
 circlestone-labs/Anima
 </a>
 .


 Dataset: ~60k images. Zero AI slop. Natural language from Gemini. Includes common enhancements such as eyes, faces, hands, clothes, lightings, backgrounds, etc.


 No overfitted default style. Still creative, but more stable and aesthetic.


 Trained as a LoRA for better training and distribution efficiency. Then cfg/dmd2 distilled for better stability and quality.


 
 Sharing merges using this model is not allowed.
 
 If you think this LoRA is useful, please share the link or the LoRA file.

<hr/>
<h3>
 
 Usage:
 
</h3>

 
 Base ckpt:
 


 The base ckpt that trained the LoRA is pretrained anima base ckpt. Official
 <a href="https://huggingface.co/circlestone-labs/Anima/tree/main/split_files/diffusion_models" rel="ugc" target="_blank">
 HF link
 </a>
 .


 If you just want a "finetuned base ckpt" and forget about LoRA, you can download this
 <a href="https://civitai.red/models/2356447" rel="ugc" target="_blank">
 ckpt
 </a>
 , which has merged the LoRA.


 
 Prompt
 


 Prefer natural language prompt. Prompt structure: style, subject, action, background.


 LLM love logical natural language more than tags in random order.


 There are two "rough" trigger words:

<ul>
 <li>
 
 "digital anime illustration": 2d anime.
 
 </li>
 <li>
 
 "digital art", 2d art but not anime, mostly digital art. (not many samples)
 
 </li>
</ul>

 
 Style:
 


 This model does not provide a stable default style, so you need to specify style in prompt.


 If the style effect is weak without cfg (cfg 1), try cfg 2. Or use a style LoRA, which usually don't need trigger words thus always have full effect.


 
 Quality tags:
 


 You can omit all the quality tags. 1) The quality of training data is higher than "masterpiece". 2) Quality tags have been reinforced during distillation. Thus they don't have noticeable effects.


 Same as negative tags. If you use cfg, there is no need to dump "score_1, blurry, worst quality, jpeg artifacts, extra arms,... x100 words" in your negative prompt. Those things have been distilled out.


 
 More effects:
 


 In order to make this model stable. I moved some training images to this
 <a href="https://civitai.red/models/2507093/void-zero" rel="ugc" target="_blank">
 LoRA
 </a>
 . They have very cool effects/features, but too creative/chaotic to be descripted, so they must be trained as a separated LoRA.


 
 Recommended settings:
 

<ul>
 <li>
 
 sampler: "euler_a" "euler" "er_sde".
 
 </li>
 <li>
 
 steps: dmd2 distilled: 8~16. cfg distilled: 20~30.
 
 </li>
 <li>
 
 cfg scale: 1~2. Prefer cfg 1 (disable cfg, smooth sampling process, 2x faster). Enable cfg (cfg &gt;1) if you need higher prompt adherence (e.g. style is too weak). High cfg is not necessary. Cover images are all using cfg 1
 
 </li>
</ul>

p3 v0.24d dmd2 b

<h1>
 
 RDBT [Anima]
 
</h1>

 Finetuned
 <a href="https://huggingface.co/circlestone-labs/Anima" rel="ugc" target="_blank">
 circlestone-labs/Anima
 </a>
 .


 Dataset: ~60k images. Handpicked. High aesthetic only. Zero AI slop. All captions are natural language from Gemini. Includes sub-datasets for common enhancements such as eyes, faces, hands, clothes, lightings, backgrounds, etc.


 Trained as a LoRA for better training and distribution efficiency. Then cfg/dmd2 distilled for better stability and quality.


 No overfitted default style. Still creative, but more stable and aesthetic.

<hr/>



 
 Prompt
 


 Prefer natural language prompt. Prompt structure: style, subject, action, background.


 You can omit all the quality tags. The quality of training data is higher than so-called "masterpiece". Quality tags don't have noticeable effects.


 There are two "rough" trigger words:

<ul>
 <li>
 
 "digital anime illustration": 2d anime.
 
 </li>
 <li>
 
 "digital art", 2d art but not anime, mostly digital art. (not many samples)
 
 </li>
</ul>

 
 Recommended settings:
 

<ul>
 <li>
 
 "er_sde", "euler" or "euler_a" sampler.
 
 </li>
 <li>
 
 dmd2 distilled: 8~16 steps. cfg distilled: 20~30 steps.
 
 </li>
 <li>
 
 cfg scale 1~3. Prefer cfg 1 (disable cfg, smooth sampling process, 2x faster). Enable cfg (cfg &gt;1) if you need higher prompt adherence (e.g. style is too weak). High cfg is not necessary. Cover images are all using cfg 1
 
 </li>
</ul>