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LlamaFactory vs ms-swift: catalog facts
LlamaFactoryms-swift
Free

Free and open source.

Free

Free and open source under the Apache 2.0 licence.

Windows, Linux, Web, Command line Linux, Command line
  • Supports over 100 language and vision-language models
  • Both a web interface and a command line
  • Supports over 1,000 text and multimodal models
  • Wide range of tuning and RL algorithms
  • Fine-tuning needs a capable GPU
  • Assumes familiarity with model training concepts
  • Requires capable GPU hardware
  • Documentation homepage defaults to Chinese
Downloadable app Downloadable app
Open source Open source
License: Apache-2.0 License: Apache-2.0
No account needed No account needed
Works offline Not stated if it works offline

Checked September 23, 2026

Checked October 2, 2026

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