Instructions to use Rin247/Anima-Aesthetic-Diffusers with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Rin247/Anima-Aesthetic-Diffusers with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Rin247/Anima-Aesthetic-Diffusers", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Anima-Aesthetic-Diffusers
Quantised media packages of circlestone-labs/Anima (Anima 1.0 Aesthetic, v1.1 weights).
MECHA Forge
MECHA β Model Engineering & Contextual Hearth Assembly
These media packages have been forged and optimized in the MECHA Forge. Each one holds the Denoiser, Text Encoder, and VAE components packaged together for easier deployment.
Description
Anima 1.0 Aesthetic (v1.1 weights): 2B-parameter anime/illustration text-to-image model (Cosmos-based). Fine-tuned for consistency and a higher quality default art style. Uses a Qwen3-0.6B text encoder and the Qwen-Image VAE. Quality tags optional in the positive prompt.
Available quantizations
| Quant | Denoiser | Text encoder | VAE |
|---|---|---|---|
| FP4 | FP4 | FP4 | FP8 |
| FP8 | FP8 | FP8 | FP8 |
| INT4 | INT4 | INT4 | INT8 |
| INT8 | INT8 | INT8 | INT8 |
The VAE is shared between formats: FP4 reuses the FP8 file, INT4 reuses the INT8 file.
Recommended settings
From the source model card (adjust to taste):
| Parameter | Value |
|---|---|
| Steps | 30-50 |
| CFG / Guidance scale | 4-5 |
| Resolution | 512-1536 (total pixels) |
| Notes | Quality tags optional; avoid score_* tags in positive/negative |
Example prompts
Caught in the moment (candid, slice of life):
masterpiece, best quality, score_7, safe, 1girl, solo, long hair, blue
eyes, white blouse, pleated skirt, looking at viewer, gentle smile,
smiling, city lights at night, soft bokeh, anime illustration.
Fashion photography (magazine cover style):
masterpiece, best quality, score_7, safe, 1boy, solo, short dark hair,
sharp jawline, tailored navy suit, open-collar white shirt, studio rim
lighting, bold serif typography, high contrast, cinematic, 8K, sharp
focus, GQ editorial.
Scenery:
masterpiece, best quality, score_7, safe, scenery, misty mountain ridge
at dawn, pine forests below, low clouds drifting through the valley,
first light on snow-capped peaks, anime illustration, wide angle, 8K.
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