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Inventory and explain the patch (monkey-patch) optimizations Primus layers over upstream training backends such as Megatron-LM, TorchTitan, and MaxText, including their version compatibility, dependencies, and Primus-Turbo integration details, by reading the…
原文语言：英语
Validate SLURM cluster nodes by running actual training jobs in groups. Use when the user wants to test which idle nodes can successfully run training, verify node health through real workloads, or identify broken nodes in a SLURM cluster.
原文语言：英语
Compare a Primus backend against an upstream repository or reference, verify git state, dependencies, directory changes, and integration coupling, then generate comparison reports, dashboard metadata, and a deployable dashboard index. Also owns the shared…
原文语言：英语
Generate a validation plan and test scaffolding to check a Primus optimization that has been ported into a user's own training framework, across correctness (numerical accuracy vs a reference), performance (throughput parity), and integration (no…
原文语言：英语
Inspect the current Spur (AMD SLURM-compatible) cluster node-allocation state and produce a Markdown report covering the caller's account/QoS permissions, partitions and per-state node counts, per-QoS and per-account node usage, reservations, queue pressure,…
原文语言：英语
Opinionated guide for using Primus Projection to choose parallelism (TP/PP/EP/CP/DP) and pipeline schedules, validate memory fit on target nodes, reason about communication collectives, and explore optimization trade-offs with minimal compute. Use when the…
原文语言：英语
Check available idle nodes in a SLURM cluster. Use when the user wants to find usable idle nodes, verify node health, check docker status on SLURM nodes, check NIC QoS/DCQCN configuration, check RDMA link status, validate GID table, or troubleshoot cluster…
原文语言：英语