kohya-ss/sd-scripts

Health v2 · maintenance only

Adoption not part of the score

7210 stars · 1217 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A collection of Python training, generation, and utility scripts for Stable Diffusion and other image generation models, most widely used for LoRA fine-tuning. It supports many diffusion model architectures and runs on Windows and Linux with GPU acceleration.

Use cases

• train a lora for stable diffusion
• fine-tune an image generation model on my own images
• generate images with a trained diffusion checkpoint
• prepare and caption a dataset for diffusion model training
• train a controlnet llite model
• convert stable diffusion checkpoints between formats

When to choose

• you want to fine-tune Stable Diffusion or similar models, especially LoRA training
• you need a battle-tested CLI workflow for dataset preparation, training, and generation
• you want broad support for many diffusion model architectures on consumer GPUs

When to avoid

• you need a graphical training interface rather than command-line scripts
• you are training large language models or non-image models
• you want a simple one-click hosted service instead of local tooling

Facets

cli-tool · maturity active

llm-training machine-learning image-processing gpu-computing developer-tools image-processing machine-learning deep-learning artificial-intelligence windows python cli stable-diffusion lora-training fine-tuning dreambooth diffusion-models image-generation linux gpu

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markdown · JSON · MCP: product_card(name="kohya-ss/sd-scripts")