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| 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 |