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ONPREMBENCH / GUIDES
Technical recipes, operating lessons and real deployment experience. Start with your machine and keep the original authors in view.
Also in Guides: Operating lessons Shared setups
AMD’s Ubuntu 24.04 reference uses llama.cpp b8407, ROCm 7.2.1 and a gpt-oss-20b MXFP4 model.
Historical versioned guide: check the current compatibility matrix before installation. This is not a UT reproduction.
Guides organized by AMD device, OS and memory.
Some entries are marked coming soon. Confirm the exact supported processor before selecting a guide.
Original source for AMD’s published playbooks.
Check availability, revision and prerequisites for each individual playbook.
AMD’s project for building agents on local hardware.
Check OS and backend compatibility; evaluate the complete application’s network dependencies.
Examine what still connects beyond the premises.
Distinguish initial installation, inference, application use, authentication and updates.
Confidential Wi-Fi module test automation.
Exact hardware and proprietary test assets are not disclosed. This is an application field record.
We index and summarize original resources. Linked playbooks are not automatically tested by UT. Check the original version, licence and hardware matrix before using code. Historical forum reports keep their dates and resolution context.
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