waifu-diffusion-v1-3
Maintainer: hakurei
596
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| Property | Value |
|---|---|
| Run this model | Run on HuggingFace |
| API spec | View on HuggingFace |
| Github link | No Github link provided |
| Paper link | No paper link provided |
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Model overview
The waifu-diffusion-v1-3 model is a latent text-to-image diffusion model that has been fine-tuned on high-quality anime images. It was originally based on the Stable Diffusion 1.4 model, which was trained on the LAION2B-en dataset. The current waifu-diffusion-v1-3 model has been further fine-tuned for 10 epochs on 680k anime-styled images.
Similar models include the waifu-diffusion model, which is a previous version of the waifu-diffusion-v1-3 model, as well as the Plat Diffusion, Baka-Diffusion, and EimisAnimeDiffusion_1.0v models, all of which are anime-focused text-to-image diffusion models.
Model inputs and outputs
Inputs
- Text prompts: The model takes in text prompts that describe the desired image, such as "1girl, aqua eyes, baseball cap, blonde hair, closed mouth, earrings, green background, hat, hoop earrings, jewelry, looking at viewer, shirt, short hair, simple background, solo, upper body, yellow shirt".
Outputs
- Images: The model outputs high-quality, detailed images that match the provided text prompt. The generated images capture the specified visual elements like the character, clothing, and background.
Capabilities
The waifu-diffusion-v1-3 model excels at generating anime-styled images with high fidelity and intricate details. It can produce a wide range of characters, scenes, and settings, from portraits of individual girls to complex fantasy landscapes. The model's fine-tuning on a large dataset of anime art allows it to capture the unique stylistic elements of the anime aesthetic, such as vibrant colors, expressive facial features, and detailed clothing and accessories.
What can I use it for?
The waifu-diffusion-v1-3 model can be used for a variety of entertainment and creative applications, such as generating character designs, illustrations, and concept art for anime-inspired projects. It could be particularly useful for artists, designers, and content creators looking to quickly and easily produce high-quality anime-style visuals.
Things to try
One interesting aspect of the waifu-diffusion-v1-3 model is its ability to generate detailed and cohesive scenes, beyond just individual character portraits. Try experimenting with prompts that incorporate complex backgrounds, environments, and storytelling elements to see what kinds of immersive, anime-inspired worlds the model can create. Additionally, the model may respond well to prompts that combine anime-style elements with other genres or themes, allowing you to explore the boundaries of the anime aesthetic.
This summary was produced with help from an AI and may contain inaccuracies - check out the links to read the original source documents!
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