recreate "non-persistent buffers not loaded" problem #832
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Description
A user reported that when using Llama for distributed inference, it would run into the issue of missing stuff on some layers. This is because those buffers are non-persistent. This PR aims to reproduce the issue as a means towards fixing it.
Checklist: