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Unsloth Desktop vs Oumi: catalog facts
Unsloth Desktop	Oumi
Free Free and open source.	Free Free and open source under the Apache 2.0 licence.
Windows, macOS, Linux	Linux, Command line
Runs and trains models locally without writing code Image and video generation alongside text chat	Fine-tuning, evaluation and deployment in one CLI Supports SFT, DPO and GRPO including tool-use training
Still in beta Large models need capable GPU hardware	Requires GPU hardware and Python ML experience Deployment targets limited to a few inference providers
Downloadable app	Downloadable app
Open source	Open source
License not stated	License: Apache-2.0
Not stated if an account is needed	No account needed
Works offline	Not stated if it works offline
Official website Full listing and sources Checked October 1, 2026	Official website Full listing and sources Checked October 2, 2026

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