Waifu Diffusion v1.3
| Property | Value |
|---|---|
| Author | hakurei |
| License | CreativeML OpenRAIL-M |
| Base Model | Stable Diffusion 1.4 |
| Training Data | 680k anime-styled images |
What is waifu-diffusion-v1-3?
Waifu Diffusion v1.3 is a specialized text-to-image diffusion model designed specifically for generating high-quality anime-style artwork. Built upon Stable Diffusion 1.4, this model has been meticulously fine-tuned on a curated dataset of 680,000 anime images, making it particularly effective for anime-style image generation.
Implementation Details
The model utilizes a latent diffusion architecture and comes in multiple variants to suit different needs: Float16 EMA Pruned for efficiency, Float32 EMA Pruned for better precision, Float32 Full Weights for maximum quality, and a training-oriented version with optimizer weights. The fine-tuning process employed a learning rate of 5.0e-6 over 10 epochs.
- Based on Stable Diffusion 1.4 architecture
- Fine-tuned with carefully optimized parameters
- Multiple weight variations for different use cases
- Comprehensive training on anime-specific dataset
Core Capabilities
- High-quality anime-style image generation
- Text-to-image synthesis with anime aesthetic
- Flexible deployment options with different weight configurations
- Commercial and personal use supported under license terms
Frequently Asked Questions
Q: What makes this model unique?
This model specializes in anime-style image generation through extensive fine-tuning on a large anime dataset, making it particularly effective for creating anime-styled artwork compared to general-purpose image generation models.
Q: What are the recommended use cases?
The model is ideal for entertainment purposes and as a generative art assistant, particularly for creating anime-style artwork, character designs, and illustrations. It can be used both commercially and personally, subject to the CreativeML OpenRAIL-M license terms.
