bmaltais/kohya_ss

Health v2 · maintenance only

Adoption not part of the score

12548 stars · 1607 forks observed · 2026-08-28

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

A Gradio-based GUI and CLI wrapper around Kohya's Stable Diffusion training scripts for fine-tuning diffusion image generation models. It supports training LoRA, LoHa, LoKr, Dreambooth, Textual Inversion, and LECO across many base models like SD 1.5/2.x, SDXL, SD3, and Flux.1.

Use cases

• train a lora for stable diffusion
• fine-tune an sdxl model on my own images
• create a custom art style model with dreambooth
• train textual inversion embeddings
• gui for kohya sd training scripts
• erase a concept from a diffusion model with leco
• train flux lora on windows

When to choose

• you want a friendly GUI instead of raw training scripts
• you need to fine-tune or train adapters (LoRA/LoHa/LoKr) for Stable Diffusion-family models
• you want automatic generation of training CLI commands
• you train on Windows, Linux, or cloud GPUs like Colab/Runpod

When to avoid

• you need macOS as a first-class supported platform (compatibility may vary)
• you want to train text or LLM models rather than image diffusion models
• you prefer writing your own training loops or need full programmatic control
• you need inference/generation only rather than training

Facets

application · maturity active

machine-learning llm-training gui cli image-processing machine-learning deep-learning image-processing artificial-intelligence windows python stable-diffusion lora-training dreambooth fine-tuning gradio diffusion-models sdxl flux textual-inversion linux macos gpu docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="bmaltais/kohya_ss")