TomPham97/diffuser

Works and resources related to image generation via diffusers

All things diffusion-related

Helpful resources

Set up instructions

• Ready-to-go GUI via colab
• Stable diffusion via webui
• Huggingface's Diffusers library

Disable NSFW and safety checker

• Disable from the original CompVis's repository
• Disable from inside a Jupyter notebook code cell, paste this below the pipe generation command (source):

from diffusers.pipelines.stable_diffusion import safety_checker

def sc(self, clip_input, images) :
    return images, [False for i in images]

# edit StableDiffusionSafetyChecker class so that, when called, it just returns the images and an array of True values
safety_checker.StableDiffusionSafetyChecker.forward = sc

Get explainations for generated images

The diffusers-interpret library can generate token attribution and gif of the denoising process.

Simple walkthrough in Jupyter notebook

Better image generation

r/StableDiffusion

• How different parameters impact the image
• Upscaling via img2img

Other communities

• Stable Diffusion on Discord
• Huggingface coummunity on Discord