Posts by Category

Python’s ‘shelve’ is really useful for LLM debugging

2 minute read

Python’s shelve module is a persistent key-value store perfect for LLM debugging.

ArXiv-txt, LLM-friendly ArXiv papers

1 minute read

Make arXiv papers easily available in LLM-friendly formats.

Realtime HTML Rendering with LLMs

Using LLMs to directly generate the html for a response.

I had different agents play ‘The Password Game’ - they didn’t do so well

4 minute read

Comparing multimodal agents and how they struggle on ‘The Password Game’

Performance of LLMs on Advent of code 2024

6 minute read

Taking a look at how LLMs performed on the latest AoC competition.

Recap on Advent of Code 2024

3 minute read

Overall thoughts on the 2024 challenge

ControlNet Game of Life

2 minute read

How to use stable diffusion to animate the game of life.

Growing snowflakes with neural cellular automata

4 minute read

Generate snowflakes using neural cellular automata

RAGTheDocs

less than 1 minute read

How to one-click deploy a RAG app on any readthedocs website

Local Model Inference from any GPU

2 minute read

How to easily access a GPU deployed almost anywhere

YouGPTube

1 minute read

Summarize Youtube videos using whisper and chatGPT

GPT4 Can’t Play Wordle

7 minute read

GPT4 struggles to find good wordle strategies, only wins 10% of games.

Making snowflakes with cellular automata ❄️

1 minute read

Generate snowflakes using simple rule-based cellular automata

Teaching ChatGPT about the birds and the bees

21 minute read

MNIST Clock

less than 1 minute read

Digital MNIST clock whose digits change by traversing a VAE latent space.

Vortex Math

less than 1 minute read

Implementing the vortex math using javascript.

Vacation Calculator ✈️

less than 1 minute read

Useful tool for Mila employees to count their cumulated vacation days

Halloween

Creepy halloween story and animations generated by GPT-3, CLIP and VQGAN

Conway’s QR Codes of Life

3 minute read

Animating QR codes using Conway’s game of life

Climbing Spot Finder🧗🤖

3 minute read

Get an email alert when a spot frees up at the climbing gym using python, pandas and sendgrid.

Vim Tetris

less than 1 minute read

The classic game of tetris with vim keybindings

Barnsley’s Fern

1 minute read

Constructing Barnley’s Fern using python

Analyze WhatsApp Group Chat Using Python For Beginners

less than 1 minute read

How to analyze WhatsApp group chats using python for complete beginners - no setup required.

Reversing a Neural Network

1 minute read

Reverse the traditional way a Neural Network is optimized to get insights into what it sees.

How to generate a URL from a screenshot

1 minute read

How to generate a URL from a screenshot

Convolutional Neural Networks Cheat Sheet

less than 1 minute read

A collection of animations explaining operations in convolutional neural networks

Pi day 🥧

less than 1 minute read

A python one-liner to approximate pie 🥧

PolyAI - Intro to AI

less than 1 minute read

Intro to AI talk given to polyAI