Transformer Circuit Videos
阅读原文· transformer-circuits.pub研究团队发布了一系列关于逆向工程神经网络的早期思考视频。这些视频旨在与同行分享非正式、初步的研究想法,内容相当于研究组会议上的早期成果报告。视频中的观点较为粗糙,可能存在错误,主要面向积极思考神经网络逆向工程的研究者。团队强调,自录制以来其想法已显著演进,且前几个视频的内容已被后续更完善的论文《A Mathematical Framework for Transformer Circuits》所取代。视频合集已发布于YouTube平台。
Transformer Circuit Videos
As an experiment, we recorded a couple videos discussing our early stage thinking on trying to reverse engineer neural networks. We made them to share our very informal thoughts with colleagues at other institutions.
Please treat these videos like talks one might give on early results at a research group meeting. Our thinking is very rough and errors are very possible. Please take all of these videos with a big grain of salt. We expect they're primarily of interest to people actively thinking about how to reverse engineer neural networks.
Our thoughts have evolved a lot since we started recording these videos. We're grateful to colleagues who gave feedback on our early thoughts! The first couple of these videos have since been superseded by our more polished paper, A Mathematical Framework for Transformer Circuits.