Stories by jxmorris12

Diffusion models from scratch, from a new theoretical perspective

A Refined Similarity-Based Bigram Model

Speculative Sampling

An Introduction to Optimization: Combinatorial Optimization

Definite Optimism as Human Capital

Singular Value Decomposition Part 1: Perspectives on Linear Algebra

Singular Value Decomposition as Simply as Possible

Too much efficiency makes everything worse: overfitting and Goodhart's law

Detecting Mismatches in Machine-Learning Systems

Meta-Learning: Learning to Learn Fast

Diagnosing and Debugging PyTorch Data Starvation

Delving into what happens when you `import torch`

I don't like the word "Just"

Guidance: A cheat code for diffusion models

Weeks of Your Life

Speculative Decoding

An Engineer's Guide to GEMM

A Python Implementation of Simhash Algorithm

Why is machine learning 'hard'? (2016)

Machine Learning Is Still Too Hard for Software Engineers

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