Been exploring self-hosted alternatives to managed GPU platforms and came across SWM GPU on GitHub. Looks like it handles job queuing, multi-provider support and resource pooling without vendor lock-in.
Haven't tested it yet but the architecture seems solid for people who want control over their GPU infrastructure without paying SaaS premiums.
Curious if anyone in the self-hosted community has tried this or similar tools? My main concern is whether open-source GPU management is mature enough to rely on for production workloads or if managed platforms are still the safer bet.
Would appreciate any real-world experiences before I invest time migrating my setup. What are you using for GPU orchestration in self-hosted environments?
u/Maleficent_Goat_2345 — 8 days ago