My Blogs

The Workhorse is dead. Long live the Workhorse

Dummies Guide to Thunderbolt Clusters

Fine-tuning in a world of APIs

Announcing Scratch to Scale, Large Scale Training in the Modern World

Running HuggingChat fully locally with Docker

PyTorch, Gradient Accumulation, and the dreaded lack of reproducability

Building a dual 4090 rig under $6000

Leveraging Hugging Face for Research, Docker is the Key

How to use the Hugging Face Hub as a Docker Registry, and why it matters

Building my own mini-home server

Introducing nbquarto: A framework for Processing Jupyter Notebooks

PyTorch, Gradient Accumulation, and the dreaded drop in speed

How to be happy, or ways to try your best

Dear Me of 2022

Announcing Walk with fastai, the missing pieces for success

Decorators

Inference in PyTorch, what do the wrappers mean? What’s best?

Neuro-Diversity in Tech, The Slippery Slope to Burnout

My lifetime journey with ADHD

Hacking the Enum

Docker for Data Science, Efficient Image Instancing without System Issues

HuggingFace Course Notes, Chapter 1 (And Zero), Part 1

Pytorch to fastai, Bridging the Gap

Generating Comparitive Baselines for CAMVID with fastai’s Dynamic Unet

Zero to Hero with `fastai` - Beginner

Zero to Hero with `fastai` - Intermediate

Speeding up fastai Tabular with NumPy

The Idea of a Transform

fastai and the New DataBlock API

New Year, New Adventures

Capstone Project - Revisiting IMDB

Class Confusion, Analyzing Fastai Model Behaviors

Feature Importance and Gradable Test Sets in Fast.AI

Suspecto - Analyzing News Articles with Natural Language Processing to Score Credibility

Summer Smackdown - Week 1

Summer Smackdown - An Introduction