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Browser-Resident Visualization Suite for Transformer Internals: Three Self-Contained HTML Tools Extending the Mercury-Viewer Pattern

Chen, Ho Yiing

發表日期

DOI 10.5281/zenodo.20346638 Zenodo 紀錄頁 PDF(67 KB)

01

摘要

ABSTRACTZenodo 原文

© Copyright 2026 Chen, Ho Yiing (ORCID: 0009-0006-6816-9891), Independent researcher, charenix.com. All rights reserved by the author. This work is licensed under the Creative Commons Attribution 4.0.

Mercury-Viewer (10.5281/zenodo.20313150) established a design pattern for transformer interpretability tooling: a single self-contained HTML file, no install, no server, no API key, that opens in any browser and renders the inside of a transformer language model as an interactive 3D point cloud.

This artifact paper releases three follow-on tools applying the same pattern to three different questions:

  1. overlap.html — cylindrical 3D point cloud of the 49-coordinate cross-model overlap and the 11-coordinate triple-confirmed subset from the cross-model dimensional preservation analysis (Mercury Paper A).
  2. frankenstein-v1.html — three side-by-side cones showing qwen2.5-7B-Instruct, the SLERP merge, and qwen2.5-Coder-7B-Instruct, with 11 rose-gold lines marking protected anchors and the merge cone colored by SLERP t value.
  3. frankenstein-arena.html — frozen snapshot of one inference pass rendered as cargo orbs traveling on cables between functional rooms (universal core, language detector, physics reasoning, etc.).

All three artifacts: single HTML file, no build step, no API key, no GPU dependency, every visible artifact hoverable, every numeric claim tied to an integer coordinate. Live at charenix.com/neuron-mercury/.

Limitation: no user study run. Pedagogical claims are informal.

Companion records: Mercury-Viewer (10.5281/zenodo.20313150), Mercury method (10.5281/zenodo.20313154), Mercury discovery (10.5281/zenodo.20313748), Mercury scaling (10.5281/zenodo.20325676).

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全文 PDF

FULL TEXT1 個檔

PDF 與 Zenodo 上的檔案相同(大小與 md5 已核對)。

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論文資料

DETAILSZenodo 紀錄 20346638
作者
Chen, Ho Yiing
發表日期
資源類型
Preprint
DOI
10.5281/zenodo.20346638
Zenodo
zenodo.org/records/20346638
授權
Creative Commons Attribution 4.0 International
版本
1.0.0

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

KEYWORDS15 個
  • LLM interpretability
  • mechanistic interpretability
  • visualization
  • HTML
  • three.js
  • browser-based tool
  • design pattern
  • self-contained artifact
  • model merging visualization
  • cross-model alignment
  • inference visualization
  • Qwen2.5
  • Mercury
  • independent research
  • demo paper
05

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