Spec spec_002
SPEC-002: Embedding Model Standardization
v5 · draft · Owner: Q
BGE-M3 (1024-dim) as Meridian standard. Rob must migrate 16,717 holons from 768 → 1024-dim. Recommend batch re-embed (~4h on CPU).

Definition

Solution: BGE-M3 (1024-dim) as Meridian standard. Rob must migrate 16,717 holons from 768 → 1024-dim. Recommend batch re-embed (~4h on CPU).

Dependencies

Referenced by

Learning Resources

What Is an Embedding?
First principles: converting meaning into numbers, why 1024 dimensions, how similarity search works
GPU vs CPU — The Hardware Story
When CPU speed matters, embedding benchmarks, upgrade paths

Changelog

v5 2026-04-05 Q Fixed learning doc links — specific concepts

v4 2026-04-05 Q Added learning doc references

v3 2026-04-05 Q Mapped to whitepaper sections

v2 2026-04-05 Q Imported SPEC-002 from model_specifications_v2.html

v1 2026-04-05 Q Created spec: SPEC-002: Embedding Model Standardization