Deep Language Geometry: Constructing a Metric Space from LLM Weights

Maksym Shamrai, Vladyslav Hamolia

We introduce a novel framework that utilizes the internal weight activations of modern Large Language Models (LLMs) to construct a metric space of languages. Unlike traditional app…