README.md

metadata

title: LLM-X-RAY Leaderboard
emoji: 🔬
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 5.20.0
app_file: app.py
pinned: true
license: mit
short_description: Geodesic LLM Auditing & Hallucination Observatory
tags:
  - leaderboard
  - spectral-analysis
  - hso-perceptron

LLM-X-RAY: Operator-Geometric Auditing & Hallucination Observatory

This Space implements the official HSO-Perceptron (Hilbert-Schmidt Operator) benchmark and auditing registry for Large Language Models.

Architecture

• Layer A (Weight SVD): Stable rank ($r_s$), effective rank ($r_{\text{eff}}$), and condition number ($\kappa$).
• Layer B (Activation / HSO Observer): Ledoit-Wolf regularized covariance, $\tau = 0.95$ observable subspace rank ($d$), and blind quotient manifold ($\ker$).
• Layer C (Behavioral Battery): Factual probes, adversarial traps, and paraphrase stability.