Geometric Metrics and LLMs: What They Measure and When They Work

Viacheslav Yusupov, Anna Antipina, Ameliia Alaeva +6

We present a systematic stress-test of geometric metrics for LLM evaluation. Rank-based geometric properties of internal representations have shown promise as reference-free qualit…