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Why
NLLB (No Language Left Behind)
Meta AI
Structures found in this family (2)
Circle
,
Concept Crystals (Parallelogram/Trapezoid Structure)
By model (1)
NLLB-200 (distilled, 600M)
· 600M
Circle
,
Concept Crystals (Parallelogram/Trapezoid Structure)
Observations (2)
NLLB traces a cross-lingual color circle plus luminance axis
NLLB semantic offsets stay consistent across 135 languages
Papers
Universal Conceptual Structure in Neural Translation: Probing NLLB-200's Multilingual Geometry (2026)