by admruul
Open source · 2k downloads · 67 likes
Anything V3 is a latent diffusion model specialized in generating high-quality, ultra-detailed anime images from simple text descriptions. It excels particularly in creating characters, landscapes, and stylized scenes, leveraging a tagging system inspired by platforms like Danbooru to refine results. This model stands out for its ability to produce cohesive and aesthetically pleasing visuals with minimal prompts while offering great flexibility for artistic or narrative creations. Ideal for artists, illustrators, or anime enthusiasts, it enables exploration of diverse worlds, from intricate portraits to complex backdrops. Its accessibility and open license make it a versatile tool, suitable for both personal and commercial use, provided ethical usage guidelines are followed.
Welcome to Anything V3 - a latent diffusion model for weebs. This model is intended to produce high-quality, highly detailed anime style with just a few prompts. Like other anime-style Stable Diffusion models, it also supports danbooru tags to generate images.
e.g. 1girl, white hair, golden eyes, beautiful eyes, detail, flower meadow, cumulonimbus clouds, lighting, detailed sky, garden
We support a Gradio Web UI to run Anything-V3.0:
This model can be used just like any other Stable Diffusion model. For more information, please have a look at the Stable Diffusion.
You can also export the model to ONNX, MPS and/or FLAX/JAX.
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")
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
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: