[Background]
As a user of Forge and Forge NEO, I was frustrated by the lack of variation in image generation even when using different seed values within Krea2 and MOSS-Image.
To address this, I have developed with ChatGPT an extension for Forge NEO specifically for MOSS-Image.
[What is this extension?]
By adjusting the noise control during image generation, you can achieve a greater variety of generated images for a given seed value.
This extension is designed to have no adverse impact on the WebUI, so you can easily uninstall it if you decide you don't like it.
This extension has 2 functions that are SLG control and Noise control.
You can change the SLG ON/OFF without reloading of Web UI.
You can use 2 types of noise control and can generate the image.
【Sample Images】
Seed=123456 - 123459 / Model=INT8 : 50 steps / No Extension
These images were generated using seed values from 123456 to 123459. While there are some minor differences, there is very little variation in the composition.
|
|
Seed=123456 - 123459 / Model=INT8 : 50 steps / With Extension
Using this extension allows for a greater variety of compositions, determined by the Seed value.
|
|
Seed=123456 - 123459 / Model=Turbo : 8 steps / No Extension
In Turbo models, the lack of variation based on the seed value is even more pronounced, due to the low number of steps and a CFG scale of 1.
|
|
Seed=123456 - 123459 / Model=Turbo : 8 steps / With Extension (Method Type1)
I had not originally considered using the Turbo model, but I have confirmed that it can be effective if the noise level in this extension is set to a low value.
|
|
Seed=123456 - 123459 / Model=Turbo : 8 steps / With Extension (Method Type 2)
This sample is using another method as "Method Type 2.
Since the processing method differs, you can expect results that vary slightly from those of Type 1.
|
|
Seed=123456 - 123459 / Model=Turbo : 8 steps / With Extension (Too strong noise)
If the "Noise Strength" value is set too high, the generated image will break down, as shown here. This value varies depending on the model you are using, so adjustments are necessary. In particular, please use a lower value when working with "Turbo" models.
|
|
【How to Install？】
It is very easy.
download this ZIP file
unzip to the extensions folder e.g. C:\sd-webui-forge-neo\extensions
Run Forge NEO
For more detail, please read README.txt that is written in English and Japanese.
【Notes】
This extension is exclusively for Forge NEO.
The only supported base model is MOSS-Image.
The generated output may not always match your prompt.
While basic functionality has been verified, please be aware that any issues encountered may not be addressed.
This version (1.1) is an evaluation version.