Anything V3.0 Light

🚀 Anything V3

This is a latent diffusion model tailored for anime enthusiasts. It can generate high - quality and highly detailed anime - style images with just a few prompts. Similar to other anime - style Stable Diffusion models, it also supports danbooru tags to generate images.

🚀 Quick Start

This repo is designed for easy dreambooth training. All the .ckpt files that are not used in Diffusers have been removed, which can significantly speed up the setup process.

✨ Features

• High - Quality Anime Generation: Capable of producing high - quality, highly detailed anime - style images with simple prompts.
• Danbooru Tags Support: Supports danbooru tags for image generation.
• Multiple Platform Support: Can be used with Gradio Web UI, and can be exported to ONNX, MPS, and FLAX/JAX.

📦 Installation

This model can be used just like any other Stable Diffusion model. For more information, please have a look at the Stable Diffusion.

💻 Usage Examples

Basic Usage

from diffusers import StableDiffusionPipeline
import torch

model_id = "Linaqruf/anything-v3.0"
branch_name= "diffusers"

pipe = StableDiffusionPipeline.from_pretrained(model_id, revision=branch_name, torch_dtype=torch.float16)
pipe = pipe.to("cuda")

prompt = "pikachu"
image = pipe(prompt).images[0]

image.save("./pikachu.png")

Advanced Usage

You can also export the model to ONNX, MPS and/or FLAX/JAX.

📚 Documentation

Gradio

We support a Gradio Web UI to run Anything - V3.0:

Open in Spaces

Examples

Below are some examples of images generated using this model:

Anime Girl:

1girl, brown hair, green eyes, colorful, autumn, cumulonimbus clouds, lighting, blue sky, falling leaves, garden
Steps: 50, Sampler: DDIM, CFG scale: 12

Anime Boy:

1boy, medium hair, blonde hair, blue eyes, bishounen, colorful, autumn, cumulonimbus clouds, lighting, blue sky, falling leaves, garden
Steps: 50, Sampler: DDIM, CFG scale: 12

Scenery:

scenery, shibuya tokyo, post - apocalypse, ruins, rust, sky, skyscraper, abandoned, blue sky, broken window, building, cloud, crane machine, outdoors, overgrown, pillar, sunset
Steps: 50, Sampler: DDIM, CFG scale: 12

📄 License

This model is open access and available to all, with a CreativeML OpenRAIL - M license further specifying rights and usage. The CreativeML OpenRAIL License specifies:

1. You can't use the model to deliberately produce nor share illegal or harmful outputs or content
2. The authors claims no rights on the outputs you generate, you are free to use them and are accountable for their use which must not go against the provisions set in the license
3. You may re - distribute the weights and use the model commercially and/or as a service. If you do, please be aware you have to include the same use restrictions as the ones in the license and share a copy of the CreativeML OpenRAIL - M to all your users (please read the license entirely and carefully) Please read the full license here