Stable Diffusion

Purpose

• Use this skill to generate or edit images locally with Hugging Face diffusers.
• Prefer it for text-to-image, img2img, inpainting, and model composition workflows.
• This skill covers both classic Stable Diffusion models and SDXL.
• It is useful for scripted generation, reproducible experiments, and GPU-backed image pipelines.

Install

pip install diffusers transformers accelerate torch

• You typically also need a compatible CUDA-enabled PyTorch build for GPU inference.
• Confirm the install in Python before pulling large checkpoints.

Core Libraries