I'm planning to run multiple VMs and containers, so I need EPYC 7002/7003 with large core count.
128–256 GB RAM minimum. Must provide hardware virtualization support, nested virtualization, and IPMI.
Prefer providers with clean IP space. Will it be worth using GTHost.com dedicated server hosting service? Others?

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Suggest you before choosing a web host check if they offer flexibility of upgrading to a higher hosting package, just in case you run out of the allocated resources. Try and check their response time, also if they have a live chat service then get things cleared with them.

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