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NVIDIA Triton Inference Server vs LMDeploy: catalog facts
NVIDIA Triton Inference Server	LMDeploy
Free Free and open source.	Free Free and open source.
Linux, Self-hosted	Self-hosted, Command line
Serves models from many ML frameworks in one server Runs on GPUs and CPUs, in the cloud or at the edge	Combines model compression and serving in one toolkit Built for high-throughput inference
Aimed at infrastructure teams rather than individual desktop users Setup and tuning take real effort	Aimed at developers, not casual users Needs suitable GPU hardware for larger models
Self-hosted	Downloadable app, Self-hosted
Open source	Open source
License not stated	License: Apache-2.0
No account needed	No account needed
Not stated if it works offline	Works offline
Official website Full listing and sources Checked September 26, 2026	Official website Full listing and sources Checked October 2, 2026

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