---
title: Anima
emoji: 🎨
colorFrom: purple
colorTo: pink
sdk: docker
pinned: false
---

# Anima Preview3 — ComfyUI Space

Anime-focused text-to-image generation powered by [Anima Preview3](https://huggingface.co/circlestone-labs/Anima) (2B params) running on CPU via ComfyUI.

## Usage

The ComfyUI interface is available directly in this Space. Drag in the workflow from the Anima model card to get started.

### API

ComfyUI's REST API is exposed on the same port as the UI:

| Endpoint | Method | Description |
|---|---|---|
| `/prompt` | POST | Submit a generation job (send workflow JSON) |
| `/queue` | GET | View current queue |
| `/history/{prompt_id}` | GET | Poll job status + get output filename |
| `/view?filename=...` | GET | Fetch the output image |

### Recommended prompting

```
masterpiece, best quality, score_7, safe, [your tags here]
```

Negative: `worst quality, low quality, score_1, score_2, score_3`

Use the **Turbo LoRA** (already loaded) with 14 steps for much faster generation on CPU.

## Notes

- Runs fully on CPU — generation takes a few minutes per image
- Optimized with BF16, jemalloc, and OpenMP thread tuning
- Based on [rikunarita/Anima-Preview-2](https://huggingface.co/spaces/rikunarita/Anima-Preview-2) with Preview3 weights