--- license: other license_name: circlestone-labs-non-commercial-license license_link: LICENSE.md tags: - diffusion-single-file - comfyui --- # Anima Anima is a 2 billion parameter text-to-image model created via a collaboration between CircleStone Labs and Comfy Org. It is focused mainly on anime concepts, characters, and styles, but is also capable of generating a wide variety of non-photorealistic content. The model was not trained on photos, and it will not work well at generating realistic images. ## Installing and running The model is natively supported in ComfyUI. TODO: workflow link ## Prompting The model is trained on Danbooru-style tags, natural language captions, and combinations of tags and captions. ### Tag order [quality/meta/year/safety tags] [1girl/1boy/1other etc] [character] [series] [artist] [general tags] Within each tag section, the tags can be in arbitrary order. ### Quality tags Human score based: masterpiece, best quality, good quality, normal quality, low quality, worst quality PonyV7 aesthetic model based: score_9, score_8, ..., score_1 You can use either the human score quality tags, the aesthetic model tags, both together, or neither. All combinations work. ### Time period tags Specific year: year 2025, year 2024, ... Period: newest, recent, mid, early, old ### Meta tags highres, absurdres, anime screenshot, jpeg artifacts, official art, etc ### Safety tags safe, sensitive, nsfw, explicit ### Artist tags Prefix artist with @. E.g. "@big chungus". **You must put @ in front of the artist.** The effect will be very weak if you don't. ### Full tag example year 2025, newest, normal quality, score_5, highres, safe, 1girl, oomuro sakurako, yuru yuri, @nnn yryr, smile, brown hair, hat, solo, fur-trimmed gloves, open mouth, long hair, gift box, fang, skirt, red gloves, blunt bangs, gloves, one eye closed, shirt, brown eyes, santa costume, red hat, skin fang, twitter username, white background, holding bag, fur trim, simple background, brown skirt, bag, gift bag, looking at viewer, santa hat, ;d, red shirt, box, gift, fur-trimmed headwear, holding, red capelet, holding box, capelet ### Tag dropout The model was trained with random tag dropout. You don't need to include every single relevant tag for the image. ### Dataset tags To improve style and content diversity, the model was additionally trained on two non-anime datasets: LAION-POP (specifically the ye-pop version) and DeviantArt. Both were filtered to exclude photos. Because these datasets are qualitatively different from anime datasets, captions from them have been labeled with a "dataset tag". This occurs at the very beginning of a prompt followed by a newline. Optionally, the second line can contain either the image alt-text (ye-pop) or the title of the work (DeviantArt). Examples: ye-pop
For Sale: Others by Arun Prem
Abstract, oil painting of three faceless, blue-skinned figures. Left: white, draped figure; center: yellow-shirted, dark-haired figure; right: red-veiled, dark-haired figure carrying another. Bold, textured colors, minimalist style. deviantart
Flame
Digital painting of a fiery dragon with glowing yellow eyes, black horns, and a long, sinuous tail, perched on a glowing, molten rock formation. The background is a gradient of dark purple to orange. ## License This model is licensed under the CircleStone Labs Non-Commercial License. The model and derivatives are only usable for non-commercial purposes. Additionally, this model constitutes a "Derivative Model" of Cosmos-Predict2-2B-Text2Image, and therefore is subject to the [NVIDIA Open Model License Agreement](https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/) insofar as it applies to Derivative Models. Built on NVIDIA Cosmos.