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ms-swift vs Unsloth: catalog facts
ms-swift	Unsloth
Free Free and open source under the Apache 2.0 licence.	Free Free to download and use from its GitHub repository.
Linux, Command line	Windows, macOS, Linux, Command line
Supports over 1,000 text and multimodal models Wide range of tuning and RL algorithms	Both running and fine-tuning models in one tool Local UI as well as a command-line interface
Requires capable GPU hardware Documentation homepage defaults to Chinese	Fine-tuning needs capable hardware, typically a strong GPU The research does not state the license
Downloadable app	Downloadable app
Open source	Closed source
License: Apache-2.0	License not stated
No account needed	Not stated if an account is needed
Not stated if it works offline	Not stated if it works offline
Official website Full listing and sources Checked October 2, 2026	Official website Full listing and sources Checked September 24, 2026

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