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Anthony Campolo ajcwebdev

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ajcwebdev / index.md
Last active October 24, 2025 02:24
Demo

Prompt 1: Project Overview Documentation

Let's start by creating comprehensive project documentation. I'll ask Claude to analyze our codebase and create a README.

Look at this codebase and create a comprehensive README.md that includes:
- Project overview and prerequisites
- Installation instructions
- Running the project
- Project structure
@ajcwebdev
ajcwebdev / index.md
Last active February 13, 2025 06:52
"Not All Language Model Features Are One-Dimensionally Linear" and "Sparse Feature Circuits" Summaries and Analyses
@ajcwebdev
ajcwebdev / index.md
Last active October 13, 2023 04:00
Transformer decoding in fifty lines of pseudocode

From the paper Transformer decoding in fifty lines of pseudocode by Bob Carpenter at the Flatiron Institute. I copied it by hand and it almost certainly has a mistake or two in it.

DECODE(tok: int<lower=1, upper=T>[N],
    alpha: matrix(T, V),
    betas: { query: matrix(V, K),
        key: matrix(V, K),
        value: matrix(V, V) }[A],
    gammas: { 1: vector(L), 2: matrix(L, V),
              3: vector(V), 4: matrix(V, L) }[A],
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ajcwebdev / .a.md
Last active February 1, 2025 02:47
Useful Snippets for MacOS Sequoia (15.2) with Apple M3 Pro Chip