Blog

Self-Hosting Your Applications for Free: A Guide to Cloudflare Tunnels

self-hosting
hosting
cloudflare
apps
home lab
free hosting
In this post, we’ll explore how to host applications for free on your local network while making them securely accessible from anywhere over the internet using Cloudflare…
Jan 1, 2025
Mat Miller

CUDA MODE - Accelerate your code with massively parallel programming plus some other tricks

python
cuda
numba
massively parallel programming
accelerated computing
In this post we’re going to create and optimize GPU CUDA kernels to accelerate an embarrasingly parallel workload and achieve a 8.4 million X speedup over baseline.…
May 31, 2024
Mat Miller

Transformers From Scratch

python
transformers


In this blog we’re going to walk through creating and training a transformer from scratch. We’ll go through each foundational element step by step and explain what is…
Jan 6, 2024
Mat Miller

Context Managers

python
code
today I learned

This is a quick ‘today I learned’ (TIL) note on Python Context managers. Python context managers are used to wrap arbitrary code with entry (setup) and exit (cleanup)…
Dec 13, 2022
Mat Miller

Sharing Jupyter Notebooks

quarto
code
jupyter
demo
This is a demonstration of some of the cool functionality available when sharing Jupyter Notebooks using Quarto. A big thanks to Isaac Flath for creating this notebook!
Nov 14, 2022
Mat Miller

Welcome To My Blog

news
welcome
This is the first post in a Quarto blog. Welcome!
Nov 11, 2022
Mat Miller
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