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You can’t built it yourself but you can download the model and run it locally on your machine without it interacting to any server.
There is a community-driven project aimed at making a fully reproducible version called Open-R1. You can find it at https://github.com/huggingface/open-r1.
The only issue I’ve had was when Immich doesn’t have enough memory. Immich is a memory hog and will slowly creep up its memory usage over time. Eventually it’ll crash and restart itself. Docker still shows it running, but the server its elf cannot be connected to.
It sounds like it might be related to this.