SDXL Offset Example Lora - CivArchive (CivitAI Archive)

SDXL Offset Example Lora - v1.0

This model is the official stabilityai fine-tuned Lora model and is only used as a carrying

Source URL: https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0

Description

FAQ

Comments (13)

TTafelaSep 4, 2023· 107 reactions

CivitAI

I have seen reference to this LoRA everywhere but I still do not know what it does

kochengSep 6, 2023· 11 reactions

有用没用，用了就行，手动滑稽表情PNG

myplaceat9Sep 24, 2023· 10 reactions

I found some information here:
https://mybyways.com/blog/sdxl-with-offset-example-lora-in-comfyui-for-windows

sgqw0n8ib243Sep 26, 2023· 5 reactions

@myplaceat9 Thank you very much!

TheP3NGU1NSep 28, 2023· 11 reactions

Boiled down in simple dumb terms; it's lora that acts like a VAE -- especially at controlling contrast

NonsenseiDec 26, 2023· 27 reactions

@TheP3NGU1N Most people probably don't know what a VAE it 😂.

Excerpt from https://mybyways.com/blog/sdxl-with-offset-example-lora-in-comfyui-for-windows

The SDXL 1.0 release includes an Official Offset Example LoRA . The metadata describes this LoRA as:

It will extend the image's contrast (range of brightness to darkness), which is particularly popular for producing very dark or nighttime images. At low percentages, it improves contrast and perceived image quality; at higher percentages, it can be a powerful tool to produce perfect inky black.

Durandal_RAug 19, 2024· 3 reactions

@Nonsensei So, to put it simply, this Lora can add shadow details to the generated images and enhance the contrast between light and dark, right?

amazingbeautyDec 5, 2024

@Nonsensei what the vae is? 'please skip the theory of swapping ..latent.. to pixels or versa' will be thankful

kpccpqeccphicqwqci954Mar 20, 2025· 6 reactions

@amazingbeauty

The VAE is a tool that is applied in the last step of the image generation. It translates from raw AI data to pictures that humans like to look at. This translation can be done with various contrast levels and color intensities, depending on which VAE file you download.

RobinsirFeb 27, 2026

@kpccpqeccphicqwqci954 Thank you! I always wanted to know.

AvonNNov 27, 2024· 12 reactions

CivitAI

How is this kind of elemental image tuning tool hidden behind such a hideous Lora Name? This should carry some grand title! like "You know you want me... why don't you come closer..." or "I had this great Lora Name in mind, but then: cat videcovfefeeeeee" or even "Iaiiiiaiaiaiaia!11!! what have I done!?! WHAT HAVE I DONE??!!??"
Don't mind any rival contestants that have appeared since - this is about respect! (... or so... lol... please don't hang me... I couldn't resist ;) )

amazingbeautyFeb 20, 2025

this lora even should goes neg or pos ..wt.. ?!!!??

MillCreekMay 3, 2025· 13 reactions

CivitAI

The SDXL Offset Example LoRA (sd_xl_offset_example-lora_1.0.safetensors) is a specialized LoRA developed by Stability AI to enhance the Stable Diffusion XL (SDXL) 1.0 base model.(ShinChven's Blog)

What Does It Do?

This LoRA introduces offset noise during the generation process, effectively expanding the model's dynamic range. Specifically, it:(Reddit)

Enhances contrast: Improves the distinction between light and dark areas, making images more vivid.

Improves detail in low-light scenes: Aids in rendering nighttime or shadowed environments more realistically.

Reduces over-smoothing: Helps prevent the model from producing overly smooth or washed-out images.

These enhancements are particularly beneficial when generating images with complex lighting or darker themes. (Tensor Art)

How to Use It in ComfyUI

To utilize the SDXL Offset Example LoRA in ComfyUI:

Load the SDXL Base Model: Ensure you're using sd_xl_base_1.0.safetensors as your primary model.

Add the LoRA Loader Node: In your ComfyUI workflow, insert a LoRA loader node.

Configure the LoRA:

Path: Point to the sd_xl_offset_example-lora_1.0.safetensors file.

Weight: Set the strength between 0.1 and 0.5. Values above 0.5 may lead to overexposure or unnatural contrast.

Integrate into Workflow: Connect the LoRA loader node appropriately within your pipeline to influence the generation process.(ShinChven's Blog, Hugging Face)

Note: When using this LoRA, it's advisable to omit it during the refinement stage if you're employing the SDXL Refiner model. This ensures that the enhancements from the LoRA are preserved without being altered by the refiner.

Visual Impact

Applying the SDXL Offset Example LoRA can lead to noticeable improvements in image quality. For instance, in a Reddit post showcasing "Elven Rings" generated with SDXL 1.0 and the offset LoRA, users observed enhanced lighting effects and richer details in the images. (Reddit)

When to Use It

Consider incorporating this LoRA into your workflow when:

Generating images with nighttime or low-light settings.

Seeking to enhance contrast and depth in your images.

Aiming to reduce over-smoothing for more textured results.

LORA

SDXL 1.0

by FuckJack

Download (Beta) View on CivitAI

sdxl

Details

Downloads

15,395

Platform

CivitAI

Platform Status

Available

Created

8/30/2023

Updated

5/28/2026

Deleted

Files

sdxl_offset_example_v10.safetensors

Size:

47.26 MB

SHA256:

4852686128f953d0277d0793e2f0335352f96a919c9c16a09787d77f55cbdf6f