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This PR adds a short blog-style document describing the design philosophy
and practical advantages of using Primus CLI as a unified entry point for
training workflows on ROCm.

The document focuses on:

  • why a unified CLI matters for large-scale training
  • preserving execution semantics across local, container, and Slurm runs
  • treating the CLI as part of the training system

This is a documentation-only change and does not affect runtime behavior.

No functional changes.

Copilot AI review requested due to automatic review settings January 23, 2026 02:46
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Pull request overview

This PR introduces a technical blog post documenting the design philosophy and benefits of Primus CLI as a unified entry point for training workflows on ROCm. The document explains how a consistent CLI interface addresses common challenges in large-scale model training across different execution environments.

Changes:

  • Added comprehensive documentation explaining Primus CLI's unified approach to training workflows
  • Described how the CLI maintains consistent execution semantics across local, container, and Slurm environments
  • Outlined practical benefits including improved reproducibility, simplified debugging, and reduced maintenance overhead

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2 participants