Initial commit: Fresh implementation of CHORUS architecture (ResetData Mandate)
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## TODO
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- Author module document summarizing implemented features, deployment, and test coverage; link to `project-queues/active/parallama`.
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- Validate and document NVidia multi-GPU scheduling modes (round-robin, memory-aware, hybrid) with test evidence; AMD supported but not assumed.
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- Implement hardware probing and drive model placement from hardware scan (avoid static model configuration); document discovery logic.
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- Publish packaging guidance: container images, explicit tags, and compatibility matrices across environments.
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