06RESEARCH PAPERPreprint
Browser-Resident Visualization Suite for Transformer Internals: Three Self-Contained HTML Tools Extending the Mercury-Viewer Pattern
發表日期
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:
- 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).
- 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.
- 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).
全文 PDF
FULL TEXT1 個檔- 下載 PDFpaper-E-viz-suite.pdf・67 KB・本站
PDF 與 Zenodo 上的檔案相同(大小與 md5 已核對)。
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。
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
其他研究論文
MORE- 較新一篇:Photon Propagation as Microscopic Wave-form Reconstruction: An Ontological Reading of the Photon's Identically-Zero Proper Time, Wheeler-Feynman Absorber Theory, and Feynman Path Integration
- 較舊一篇:Cross-Model Dimensional Preservation in qwen2.5: 49 Hot Coordinates Survive Across 3B and 7B
- 織田紀香的研究論文(全部 66 筆)