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MENS Training — Architecture Pointer

This page is an architecture-layer pointer. All procedural detail, corpus configuration, and operator runbooks live in the canonical reference page: reference/mens-training.md

Architecture pages describe what and why; reference pages describe how. The MENS fine-tuning pipeline spans operator compute (Populi), corpus curation (SCIENTIA/TASK-8.*), and model config (qlora.toml) — that level of procedural detail belongs in the reference section, not architecture.

Cross-links: gui-native-roadmap-status-2026.md §TASK-8.2.