Compare software

OumiLlamaFactory
Free

Free and open source under the Apache 2.0 licence.

 Free

Free and open source.

Linux, Command line Windows, Linux, Web, Command line
  • Fine-tuning, evaluation and deployment in one CLI
  • Supports SFT, DPO and GRPO including tool-use training
  • Supports over 100 language and vision-language models
  • Both a web interface and a command line
  • Requires GPU hardware and Python ML experience
  • Deployment targets limited to a few inference providers
  • Fine-tuning needs a capable GPU
  • Assumes familiarity with model training concepts
Downloadable app Downloadable app
Open source Open source
License: Apache-2.0 License: Apache-2.0
No account needed No account needed
Not stated if it works offline Works offline

Checked October 2, 2026

Checked September 23, 2026

Catalog facts only. Anything “not stated” is unconfirmed. Check full listings for details.