#55th of 8 in Image and video

Kohya's GUI

Gradio GUI and CLI for Kohya diffusion training scripts

Stars
12.6k
License
Apache-2.0
Last commit
Jul 2026
Last release
Jul 2026

Overview

Wraps kohya-ss/sd-scripts in a Gradio UI that builds the training command for LoRA, LoHa, LoKr, DreamBooth, full fine-tuning, Textual Inversion and LECO concept erasure. Base models include SD 1.5/2.x, SDXL, SD3, Flux.1, Lumina Image 2.0, Anima and HunyuanImage-2.1. Installs with uv or pip, runs headless over SSH on a port such as 7860, ships Docker, Runpod and Colab paths, and suits people training their own LoRAs.

Who it is for: Hobbyists and studios training LoRAs and fine-tunes

Strengths

  • Covers LoRA, LoHa, LoKr, DreamBooth, fine-tune, Textual Inversion and LECO
  • GUI shell runs offline after install; no CDN assets or analytics by default
  • config.toml presets default paths and Gradio allowed_paths
  • Sample image generation during training with per-prompt seed, size and CFG flags

Weaknesses

  • Needs a GPU-equipped machine; README gives no VRAM figures per model
  • Without --headless, OS file dialogs on the server can block training over SSH
  • macOS support is community-maintained and may vary
  • Last commit July 2026; sd-scripts submodule pinned to v0.11.1

What it needs

  • GPU required
  • Docker + Compose
  • Needs uv or pip, Python 3.10 with tkinter
  • Models: SD 1.5/2.x, SDXL, SD3, Flux.1, Lumina Image 2.0
  • port 7860

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