SSD-1B-anime
| Property | Value |
|---|---|
| Author | furusu |
| Framework | StableDiffusionXL Pipeline |
| Task | Text-to-Image Generation |
| Format | Safetensors |
What is SSD-1B-anime?
SSD-1B-anime is a specialized anime-focused text-to-image model created through a two-step process involving the merger of SSD-1B with NekorayXL and SDXL-1.0, followed by careful distillation training. The model is designed to generate high-quality anime-style images while maintaining efficiency.
Implementation Details
The model was developed through a sophisticated process involving: 1) Merging SSD-1B with NekorayXL and sdxl-1.0 using a 1.3x differential factor, and 2) Distillation training against NekorayXL's final output using a learning rate of 1e-5 and batch size of 4 for 23,000 steps.
- Includes specialized CFG-distill LoRA for efficient generation at cfg_scale=1
- Features LCM support through lcm-ssd1b-anime adaptation
- Implements custom transformer depth modifications
Core Capabilities
- High-quality anime-style image generation
- Efficient processing with CFG-distill LoRA option
- Compatible with ComfyUI
- Supports both standard and LCM-based generation
Frequently Asked Questions
Q: What makes this model unique?
The model combines the efficiency of SSD-1B with specialized anime styling, offering unique optimizations like cfg_scale=1 generation through its CFG-distill LoRA.
Q: What are the recommended use cases?
The model is ideal for generating anime-style artwork, with options for both standard high-quality generation and faster inference using the CFG-distill LoRA or LCM support.
