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Lcm Lora Sdxl

Developed by latent-consistency
A distilled consistency adapter for Stable Diffusion XL, reducing inference steps to just 2-8 steps
Downloads 43.99k
Release Time : 11/9/2023

Model Overview

LCM-LoRA is a universal stable diffusion acceleration module that significantly reduces the required inference steps for image generation through latent consistency distillation while maintaining generation quality.

Model Features

Efficient Inference
Only 2-8 steps needed for high-quality image generation, significantly faster than the original model
Model Compatibility
Seamlessly works with the Stable Diffusion XL base model
Versatile Adaptation
Supports multiple applications like text-to-image generation, image inpainting, and ControlNet control
LoRA Fusion
Can be combined with other stylized LoRAs for few-step stylized image generation

Model Capabilities

Text-to-Image Generation
Image Inpainting
Style Transfer
Edge-Guided Generation
Fast Inference

Use Cases

Art Creation
Concept Art Generation
Quickly generate high-quality concept art images
8k resolution artwork generated within 4 steps
Image Editing
Image Inpainting
Intelligently repair missing parts of images
High-quality inpainting completed within 5 steps
Design Assistance
Stylized Design
Combine with style LoRAs for rapid generation of specific style images
Mixed LoRA achieves 4-step style transfer
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