stable-diffusion-3.5-large
Stable Diffusion 3.5 Large generates high-quality images from text prompts efficiently and stably for artists, developers, and researchers.
English
English
What is Stable Diffusion 3.5 Large?
Stable Diffusion 3.5 Large is an advanced model developed by Stability AI that generates high-quality images based on text inputs. This model uses multiple pre-trained text encoders and QK normalization techniques to improve training stability and image quality. It supports complex prompts and is efficient enough to run on various devices.
Key Features:
Generates high-quality images from text descriptions
Supports complex and creative text prompts
Efficient for different hardware setups
Uses QK normalization for better training stability
Compatible with multiple text encoders for enhanced multi-modal capabilities
Offers quantized versions for different GPU memory sizes
Usage Scenarios:
Artists can use it to create unique art pieces based on text inputs.
Educators can generate illustrations for teaching materials.
Developers can integrate it into mobile apps to let users create personalized images.
Getting Started:
1. Install necessary libraries like diffusers and torch.
2. Load the pre-trained Stable Diffusion 3.5 Large model from Hugging Face.
3. Prepare or input the text prompt you want to visualize.
4. Set parameters such as inference steps and guidance scale.
5. Generate and save or display the resulting image.
6. Customize or fine-tune the model for specific needs or hardware conditions.
