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bghira / SimpleTuner

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

Why this job: says: fine tuning; topics: fine-tuning

Picture from the bghira/SimpleTuner README

What it does

  • User-friendly web UI. Manage your entire training lifecycle through a sleek dashboard
  • Multi-modal training. Unified pipeline for Image, Video, and Audio generative models
  • Multi-GPU training. Distributed training across multiple GPUs with automatic optimization
  • Advanced caching. Image, video, audio, and caption embeddings cached to disk for faster training
  • CaptionFlow integration. Generate dataset captions from local GPUs through the Web UI job queue using bghira/CaptionFlow; see the CaptionFlow integration guide

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 5 days ago
Stars
2,955
+4 this week
Licence
AGPL-3.0
Share-alike, even hosted
Downloads for
None listed
No release files
Latest version
v4.11.0
Released 12 days ago
Built with
Python
83% of the code

Is it looked after?

Contributors
2
Last 90 days
Issues
99% closed
7 still open
Pull requests
2,228 merged
0 waiting
Releases
186
30+ in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 83%
  • HTML 8%
  • JavaScript 6%
  • CSS 2%

Topics

  • diffusers
  • diffusion-models
  • fine-tuning
  • flux-dev
  • machine-learning
  • stable-diffusion

Project record

  • JobFine-tuning
  • StatusListed
  • Commits10,899
  • Forks296
  • Watching18
  • Stars in 28 days+23
  • CreatedMay 28, 2023
  • First seen by usNov 7, 2026
  • CheckedNov 9, 2026

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