Instructions to use Rin247/Anima-Turbo-Diffusers with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Rin247/Anima-Turbo-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-Turbo-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
File size: 2,134 Bytes
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tags:
- quantized
- safetensors
- diffusers
- mecha
- weight-only
- image
- text-to-image
library_name: diffusers
---
# Anima-Turbo-Diffusers
Quantised media packages of [circlestone-labs/Anima](https://huggingface.co/circlestone-labs/Anima) (Anima 1.0 Turbo, v1.1 weights).
## MECHA Forge
MECHA — 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 Turbo (v1.1 weights): distilled 2B-parameter anime/illustration text-to-image model (Cosmos-based). Fast generation with increased stability and a strong default style, at some cost to diversity. Uses a Qwen3-0.6B text encoder and the Qwen-Image VAE.
## 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 | 8-12 |
| CFG / Guidance scale | 1.0 |
| Resolution | 512-1536 (total pixels) |
| Notes | Distilled; few-step sampling; CFG 1 |
## 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.
```
|