NORIKA ODA

06RESEARCH PAPERPreprint

Mercury-Viewer: A Self-Contained Browser-Based Interactive 3D Visualization of LLM Internal Sensor Maps

Chen, Ho Yiing

發表日期

DOI 10.5281/zenodo.20313150 Zenodo 紀錄頁 PDF(119 KB)

01

摘要

ABSTRACTZenodo 原文

v2 corrigendum (2026-05-21): Bibliography polished to canonical forms — Bycroft (December 2023) year corrected, full author lists added for Bricken et al. (24 authors) and Carter et al. (5 authors), DOIs added for Vig (10.18653/v1/P19-3007) and Activation Atlas (10.23915/distill.00015). Self-references aligned to canonical author name. Author byline corrected from 'norika' to 'Chen, Ho Yiing'. No changes to data, viewer, or claims.

This record releases Mercury-Viewer, a single HTML file (~2 MB) that opens in any browser and shows the inside of a transformer language model as a 3D point cloud. No install, no server, no GPU, no API key.

Mercury-Viewer reads activation data from the Mercury sensor grid and draws it in cylindrical coordinates: azimuth is the hidden dimension index, radius is the activation quantile, height is how many prompts activated a given unit. Every point keeps a full (L, D, Q) coordinate, so hovering reveals the exact location, and the picture is invertible.

Alongside the viewer, this record releases the Mercury-3B-7B observation dataset: 21,694 fired-cell records and 28,654 visible Rosen-bridge co-firing edges, captured by running ten multilingual prompts through qwen2.5:3B and qwen2.5:7B on a single RTX 3060. Code MIT, data CC-BY-4.0.

Companion records: Mercury method paper (10.5281/zenodo.20313154), and forthcoming Mercury discovery and scaling preprints.

02

全文 PDF

FULL TEXT1 個檔
  • 下載 PDFpaper4-mercury-viewer.pdf・119 KB・本站

PDF 與 Zenodo 上的檔案相同(大小與 md5 已核對)。

03

論文資料

DETAILSZenodo 紀錄 20313150
作者
Chen, Ho Yiing
發表日期
資源類型
Preprint
DOI
10.5281/zenodo.20313150
Zenodo
zenodo.org/records/20313150
授權
Creative Commons Attribution 4.0 International
版本
1.1.0

作者 Chen, Ho Yiing 是織田紀香的本名(陳禾穎)英文拼寫。標題、摘要、關鍵字與授權照 Zenodo 原文。

04

關鍵字

KEYWORDS16 個
  • LLM interpretability
  • mechanistic interpretability
  • transformer visualization
  • activation analysis
  • sensor grid
  • neural network observability
  • Qwen2.5
  • browser-based visualization
  • Three.js
  • open dataset
  • consumer hardware
  • independent research
  • Mercury
  • Rosen bridge
  • co-firing
  • multilingual NLP
05

其他研究論文

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