Waifu Diffusion

V1.3 fp16
salt
almost 3 years ago

Waifu Diffusion is a latent text-to-image diffusion model that has been conditioned on high-quality anime images through fine-tuning.

The model originally used for fine-tuning is Stable Diffusion 1.4, which is a latent image diffusion model trained on LAION2B-en. The current model has been fine-tuned with a learning rate of 5.0e-6 for 10 epochs on 680k anime-styled images.

See here for an in-depth overview of Waifu Diffusion 1.3.

Team Members and Acknowledgements

This project would not have been possible without the incredible work by the CompVis Researchers.

In order to reach us, you can join our Discord server.

Originally posted to HuggingFace

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What is Waifu Diffusion?

Waifu Diffusion is a highly specialized Image generation AI Model of type Safetensors / Checkpoint AI Model created by AI community user salt. Derived from the powerful Stable Diffusion (SD 1.5) model, Waifu Diffusion has undergone an extensive fine-tuning process, leveraging the power of a dataset consisting of images generated by other AI models or user-contributed data. This fine-tuning process ensures that Waifu Diffusion is capable of generating images that are highly relevant to the specific use-cases it was designed for, such as anime, style.

With a rating of 4.33 and over 3 ratings, Waifu Diffusion is a popular choice among users for generating high-quality images from text prompts.

Can I download Waifu Diffusion?

Yes! You can download the latest version of Waifu Diffusion from here.

How to use Waifu Diffusion?

To use Waifu Diffusion, download the model checkpoint file and set up an UI for running Stable Diffusion models (for example, AUTOMATIC1111). Then, provide the model with a detailed text prompt to generate an image. Experiment with different prompts and settings to achieve the desired results. If this sounds a bit complicated, check out our initial guide to Stable Diffusion – it might be of help. And if you really want to dive deep into AI image generation and understand how set up AUTOMATIC1111 to use Safetensors / Checkpoint AI Models like Waifu Diffusion, check out our crash course in AI image generation.

Download (3.97 GB) Download available on desktop only
You'll need to use a program like A1111 to run this – learn how in our crash course

Popularity

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Info

Base model: SD 1.5

Version V1.3 fp16: 1 File

To download these files, please visit this page from a desktop computer.

About this version: V1.3 fp16

This version supports most of the popular danbooru tags. Check out this post for examples.

3 Versions

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