Blog

BabyLM 2024

17 November 2024

I participated in an academic challenge to teach a Language Model English the same way you'd teach a baby.

Prismo Part 1

26 October 2024

I started building a 2-D platformer game.

Eyewitness lineup cartoon from Mark Anderson at andertoons.com

Quantifying Eyewitness Confidence Using NLP

25 July 2024

I created a system to categorize witness confidence statements, and published it in an academic journal.

Modeling Bach With Finite State Machines and Markov Chains

3 May 2024

Generating music doesn't have to require nerual nets and massive amounts of computing power.

Multilingual Pretraining for Machine Translation

29 April 2024

The data that language models are pretrained on effects the models' downstream performance. I test how pre-training on multiple languages helps or hinders machine translation.

Bayesian Reasoning With Large Language Models

25 April 2024

Language models exhibit human cognitive biases in their reasoning. To what extent to they mirror people and can these biases be corrected?

Modeling Music With Language Models

21 December 2023

We've used Language Models in a variety of ways. Now we try to use them to model something other than language.

Bubble diagram showing language model sizes.

Training Tiny Language Models from Scratch

17 November 2023

How small can a Language Model be and still generate coherent text? To find out, I train a pair of Language Models from the ground up.

My Ghost Kitchen Reinforcement Learning Environment.

Training a Ghost to Cook

27 October 2023

I trained a ghost to cook fall treats using Deep Reinforcement Learning.

Task description from News Unmasked website.

Third Place at FGVC

25 September 2023

Over the summer I came in third place at a computer vision competition at an academic conference.

I Wrote a Meme Song

29 August 2023

I (kinda) wrote a meme song a year ago and forgot to write a blog post about it until now.

Chrono Chaos

29 April 2023

I fulfilled a childhood dream and made my own video game from scratch.

Personalizing Stable Diffusion Unsing Dreambooth

21 November 2022

Similar Verse Finder

I created an AI-powered concordance.

BabyLM 2024

I participated in an academic challenge to teach a Language Model English the same way you'd teach a baby.

Prismo Part 1

I started building a 2-D platformer game.

Quantifying Eyewitness Confidence Using NLP

I created a system to categorize witness confidence statements, and published it in an academic journal.

Modeling Bach With Finite State Machines and Markov Chains

Generating music doesn't have to require nerual nets and massive amounts of computing power.

Multilingual Pretraining for Machine Translation

The data that language models are pretrained on effects the models' downstream performance. I test how pre-training on multiple languages helps or hinders machine translation.

Bayesian Reasoning With Large Language Models

Language models exhibit human cognitive biases in their reasoning. To what extent to they mirror people and can these biases be corrected?

Modeling Music With Language Models

We've used Language Models in a variety of ways. Now we try to use them to model something other than language.

Training Tiny Language Models from Scratch

How small can a Language Model be and still generate coherent text? To find out, I train a pair of Language Models from the ground up.

Training a Ghost to Cook

I trained a ghost to cook fall treats using Deep Reinforcement Learning.

Third Place at FGVC

Over the summer I came in third place at a computer vision competition at an academic conference.

I Wrote a Meme Song

I (kinda) wrote a meme song a year ago and forgot to write a blog post about it until now.

Chrono Chaos

I fulfilled a childhood dream and made my own video game from scratch.

Personalizing Stable Diffusion Unsing Dreambooth

Dreambooth allows you to fine-tune image generation models quickly with minimal data. I gice it a shot.

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