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Pytorch Lora Weights.safetensors
LoRA adapter weights based on Stable Diffusion XL for text-to-image generation tasks.
Downloads 92
Release Time : 2/5/2024
Model Overview
This model consists of Low-Rank Adaptation (LoRA) weights for Stable Diffusion XL, designed to enhance or modify the generative capabilities of the base model, particularly for generating images in specific styles.
Model Features
Low-Rank Adaptation (LoRA)
Fine-tunes the base model using low-rank matrix decomposition techniques, significantly reducing training parameters and computational resource requirements.
Stable Diffusion XL Base
Leverages the powerful generative capabilities of Stable Diffusion XL, supporting high-resolution image generation.
Lightweight Adapter
Acts as supplementary weights for the base model, enabling flexible loading without altering the original model architecture.
Model Capabilities
Text-to-Image Generation
Stylized Image Generation
High-Resolution Image Generation
Use Cases
Creative Arts
Concept Art Creation
Generate concept art for games or films based on text descriptions.
Rapid generation of concept sketches in various styles.
Illustration Generation
Create custom illustrations for books or articles.
Automatically generate visual content matching textual descriptions.
Design Assistance
Product Design Prototyping
Quickly visualize product design concepts.
Accelerate the design iteration process.
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