Stable Diffusion 3.5 Medium GGUF
| Property | Value |
|---|---|
| Parameters | 695M |
| License | StabilityAI AI Community |
| Author | Second State |
| Task | Text-to-Image Generation |
What is stable-diffusion-3.5-medium-GGUF?
This is a carefully optimized GGUF format version of StabilityAI's Stable Diffusion 3.5 Medium model, quantized by Second State Inc. The model offers various quantization levels from 4-bit to 16-bit, allowing users to balance between model size and generation quality based on their requirements.
Implementation Details
The model is available in multiple quantization formats, including Q4_0, Q4_1, Q5_0, Q5_1, Q8_0, and f16, with file sizes ranging from 391MB to 9.79GB. It consists of three main components: CLIP models (both large and small variants), the core SD3.5 medium model, and a T5XXL component.
- Multiple quantization options for different performance needs
- Optimized GGUF format for efficient deployment
- Compatible with sd-api-server
Core Capabilities
- High-quality text-to-image generation
- Flexible deployment options through various quantization levels
- Efficient memory usage with GGUF optimization
- Enhanced inference performance
Frequently Asked Questions
Q: What makes this model unique?
This model stands out for its GGUF optimization and variety of quantization options, making it highly versatile for different deployment scenarios while maintaining the core capabilities of Stable Diffusion 3.5 Medium.
Q: What are the recommended use cases?
The model is ideal for production environments where memory efficiency is crucial. Users can choose from different quantization levels based on their specific needs - from lightweight 4-bit versions for resource-constrained environments to full 16-bit versions for maximum quality.
