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Why Big Tech Wants to Make AI Cost Nothing

Earlier this week, Meta both open sourced and released the model weights for Llama 3.1, an extraordinarily powerful large language model (LLM) which is competitive with the best of what Open AI’s ChatGPT and Anthropic’s Claude can offer.

Host Your Own CoPilot

GitHub Co-pilot is a fantastic tool. However, it along with some of its other enterprise-grade alternatives such as SourceGraph Cody and Amazon Code Whisperer has a number of rather annoying downsides.

All the Activation Functions

Recently, I embarked on an informal literature review of the advances in Deep Learning over the past 5 years, and one thing that struck me was the proliferation of activation functions over the past decade.

Python has too many package managers

Python is a wonderful programming language. I’ve used it to build webapps, deep learning models, games, and do numerical computation. However there is one aspect of Python that has been an inexcusable pain-in-the ass over many years.

Making an ECS WebAssembly Game with Rust and Bevy

Why Rust for games specifically? To follow-up on my previous write-up wherein I describe the rationale for learning Rust, I decided to tackle the learning experience through writing a game.

Why Learn Rust?

Recently, I decided to take some time to learn the Rust programming language. In my day-to-day job as a machine learning engineer working in bio-tech, largely using Python, I’ve started to notice the limitations and faults of using weakly-typed poor performance languages for production.

Stable Diffusion - De-painting with Stable Diffusion img2img

Stable diffusion has been making huge waves recently in the AI and art communities (if you don’t know what that is feel free to check out this earlier post).

Running Stable Diffusion with an Old GPU

Diffusion-based AI art is one of the hottest topics of 2022, and one of the most earth-shattering announcements of the past month has been the August 2022 open-sourcing of one of these SOTA (state-of-the-art) models known as Stable Diffusion.

Making a Hugo Website The Full Stack Way pt 3 - Basic Infrastructure as Code (IaC) with Terraform

In the previous tutorial, we deployed a Google Cloud Storage bucket my manually click a bunch of items in the Google Cloud website to create resources in the cloud.

Making a Hugo Website The Full Stack Way pt 4 - CI/CD with Github Actions and Terraform

In the previous tutorial in our multi-part series on making a static website, we deployed a Google Cloud Storage bucket using Terraform.

Making a HUGO Website The Full Stack Way pt 2 - Deploying to Google Cloud

This tutorial is mainly interested for folks deploying their static HUGO site manually to Google Cloud along with a domain name (such as www.

Making a HUGO Website The Full Stack Way pt 1 - Making the Site

This first tutorial in our series is focused on making a HUGO static website. The official quickstart tutorial is an additional excellent resource.

Using Cloudflare for (free) HTTPs

If you’ve completed the making a Hugo Site the hard way blog series, you may encounter an annoying issue. Your blog will probably be unsecured on HTTP rather than the encrypted HTTPS.

Making a HUGO Website The Full Stack Way - Intro

Making a personal website or blog in 2022 can seem like an arduous task. There is a veritable zoo of options ranging from old-school WordPress to self-hosting your own servers and writing in raw HTML/CSS and javascript.

About the Author

Larry Du I am currently a Senior Machine Learning Platform Engineer at Freenome where I work on building tools to help detect cancer.

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