---
title: "SimpleTuner"
type: "tool"
slug: "bghira-simpletuner"
canonical_url: "https://www.graphcanon.com/tools/bghira-simpletuner"
github_url: "https://github.com/bghira/SimpleTuner"
homepage_url: null
stars: 2878
forks: 285
primary_language: "Python"
license: "AGPL-3.0"
archived: false
categories: ["computer-vision", "speech-audio"]
tags: ["flux-dev", "fine-tuning", "stable-diffusion", "machine-learning", "python", "diffusion-models", "diffusers"]
updated_at: "2026-07-11T11:38:00.792879+00:00"
---

# SimpleTuner

> A general fine-tuning kit geared toward image/video/audio diffusion models.

A general fine-tuning kit geared toward image/video/audio diffusion models.

## Facts

- Repository: https://github.com/bghira/SimpleTuner
- Stars: 2,878 · Forks: 285 · Open issues: 21 · Watchers: 18
- Primary language: Python
- License: AGPL-3.0
- Last pushed: 2026-07-08T18:31:59+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Very active (computed 2026-07-11T11:37:59.028Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:37:59.618Z
- Full report: [trust report](/tools/bghira-simpletuner/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/bghira-simpletuner/trust)

## Categories

- [Computer Vision](/categories/computer-vision.md)
- [Speech & Audio](/categories/speech-audio.md)

## Tags

flux-dev, fine-tuning, stable-diffusion, machine-learning, python, diffusion-models, diffusers

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

- [transformers](/tools/huggingface-transformers.md) - Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models (★ 162,482) [Very active]
- [whisper](/tools/openai-whisper.md) - Robust Speech Recognition via Large-Scale Weak Supervision (★ 104,745) [Steady]
- [pytorch](/tools/pytorch-pytorch.md) - Tensors and Dynamic neural networks in Python with strong GPU acceleration (★ 101,752) [Very active]
- [PaddleOCR](/tools/paddlepaddle-paddleocr.md) - A powerful, lightweight OCR toolkit to convert images and PDFs into structured data (★ 85,230) [Active]
- [stable-diffusion](/tools/compvis-stable-diffusion.md) - A latent text-to-image diffusion model (★ 73,179) [Dormant]
- [scikit-learn](/tools/scikit-learn-scikit-learn.md) - scikit-learn: machine learning in Python (★ 66,693) [Very active]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/bghira-simpletuner`](/api/graphcanon/tools/bghira-simpletuner)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_