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

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