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Life & fun · May 30, 2023

An interactive transformer “debugger” been working on in my free time

My focus has been shifting towards the ML alignment space recently, and in particular the ability to translate large transformer models into human understandable circuits and algorithms. This problem potentially isn't solvable, but it is one that some groups have had success with after large amounts of effort. In attempting to address this issue, I've been developing Transpector. A tool scaling up and reducing the barrier to entry of techniques that these teams have been showing success with. Techniques aiming to understand the internal mechanics of the model. Currently this tool is focused…

An interactive transformer “debugger” been working on in my free time launched on May 30, 2023 with 8 votes, #1,797 of 4,910 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 3 years on.

What it does

Visual Transformer Mechanistic Analysis Tool. Contribute to R0bk/Transpector development by creating an account on GitHub.

In the maker’s words, at launch

My focus has been shifting towards the ML alignment space recently, and in particular the ability to translate large transformer models into human understandable circuits and algorithms. This problem potentially isn't solvable, but it is one that some groups have had success with after large amounts of effort. In…

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