Anima

--- base_model: - nvidia/Cosmos-Predict2-2B-Text2Image license: other license_name: circlestone-labs-non-commercial-license license_link: LICENSE.md tags: - diffusion-single-file - comfyui --- <img src="montage.jpg"> 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 other non-photorealistic content. The model is designed for making illustrations and artistic images, and will not work well at realism. It is trained on several million anime images and about 800k non-anime artistic images. No synthetic data was used for training. The knowledge cut-off date for the anime training data is September 2025. # Versions - Anima-Base - The pretrained, unrefined base model. Maximum flexibility, diversity, and style adherence. - LoRAs should be trained using this version. - Anima-Aesthetic - Fine-tuned for better consistency and a higher quality default art style. - v1.0b is an alternate version that is just an aesthetics full finetune, without additional style adjustment and stabilization loras merged in like 1.0. I personally think 1.0 is better. - Anima-Turbo - Distilled version for fast generations. - Use at CFG 1 and 8-12 steps. - The distillation process also increases stability and gives the model a strong default style, but reduces diversity. I recommend starting with Anima-Turbo. On average, it is only slightly worse than Anima-Aesthetic, while being very fast to generate (and much cheaper if you use it on an online platform that scales the cost with step count). This makes it very convenient for quickly iterating on prompts. The increased stability can even make it better than Aesthetic in some cases. # Installing and running Workflow: <img src="example.png" width="200"> The model is natively supported in ComfyUI. The above image contains a workflow; you can open it in ComfyUI or drag-and-drop to get the workflow. The model files go in their respective folders inside your model directory: - anima-base-v1.0.safetensors goes in ComfyUI/models/diffusion_models - qwen_3_06b_base.safetensors goes in ComfyUI/models/text_encoders - qwen_image_vae.safetensors goes in ComfyUI/models/vae (this is the Qwen-Image VAE, you might already have it) ## Generation settings - Wo...

Source context: 1233642 downloads · 2358 likes · Library diffusion-single-file · Repo circlestone-labs/Anima

Source context: 761149 downloads · 1922 likes · Library diffusion-single-file · Repo circlestone-labs/Anima