SD Extensions

• SD Extensions
  • Analysis
  • Pruning
  • Extracting
  • Convert
  • Inference
  • Metadata
  • Install
    • Install using venv virtual environment
  • Usage

Script's I use with Stable Diffusion

Analysis

• debug_vae_from_images.py
• clip_score.py
• clip_arch.py
• clip_embeddings.py
• clip_image_embeddings.py
• clip_iqa.py
• image_similarity.py
• check_norms.py
• fid.py

Pruning

• scale_norms.py
• drop_keys.py

Extracting

• extract_lora_block.py

Convert

• convert_safetensors.py
• batch_bundle_convert.py

Inference

• sdv.py
• sdxl-turbo.py
• wuerstechen.py
• moondream.py
• segmoe_run.py
• sd_dpo.py

Metadata

• read-metadata.py

Install

Recommended cloning into another repository to use their dependencies.

Install using venv virtual environment

python -m venv venv
source ./venv/bin/activate # linux
call .\venv\Scripts\activate.bat # windows

# PyTorch. Get the version that works for your computer.
# https://pytorch.org/get-started/locally/

Pick A or B to install dependencies

A) (Optional) Install dependencies using poetry [recommended]

poetry install

Then run with poetry run

poetry run python read-metadata.py myfile.safetensors

B) (Optional) Install dependencies using PIP

pip install -r requirements.txt

Usage

Script's should be setup for accelerate so launch the scripts like

accelerate launch check_norms.py

For each script check the help menu for how to use.

python check_norms.py --help