Conceptual narrative (hardware → engine → model size → quant → templates)
that the doc set lacked: GETTING_STARTED is commands-only, GLOSSARY is
isolated definitions, FAQ is troubleshooting. Cross-linked from README,
GETTING_STARTED, and GLOSSARY. Carries a scope banner (stack is
NVIDIA/3090-tested; other vendors are context, not a support commitment)
and an RTX 3090 FP8 caveat (no FP8 weight compute on Ampere; AWQ/GPTQ
for weights, fp8_e5m2 KV only). Links to PULL.md / KV_MATH.md for the
stack's actual fit-math path.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>