Beau Horenberger's repositories
FriendSimulator
Uses GPT2 to simulate your friends
llamagotchi
A bunch of LLaMa model investigations, including recreating generative agents (from the paper Generative Agents: Interactive Simulacra of Human Behavior)
BernoulliDiffusion
Simple diffusion implementation for binary-valued data using a Bernoulli distribution instead of a Gaussian.
ProjectEvangelion
Prototyping an implementation of heavenbanning for Discord servers using GPT2
github-pages-obsidian-sync
Automatically uploads my journal from Obsidian to my blog. Also pulls RSS feeds into Obsidian. And lets you converse with local LLMs in Obsidian!
horenbergerb.github.io
Website for noodling on various things
OSRS_Optical_Recognition
Uses various tools to parse a video feed of Oldschool Runescape into actionable intelligence
PulsarModel
Trying to understand the nature of radiation from a pulsar
AcademiCraft
Render LaTeX equations and powerpoints in Minecraft using maps. This is a modification of the ImageOnMap bukkit plugin.
BinaryQuadraticForms
Messing with some interesting visualizations found in a book by Felix Klein
GenerativeAdversarialNetworks
A report on the theory of GANs. Talks about how they work as well as the theoretical problems with GANs. Includes a few implementations and source code for various visualizations in the paper.
CardanoTripletAnalysis
For goofing around with a Project Euler challenge
FallenLondonScraper
Using this to possibly noodle with GPT-3
GaussianIntegers
Simple investigations of Gaussian Integers
KNearestNeighbors
Implementation of data structures which are optimized for calculating K-nearest neighbors
koboldcpp
A simple one-file way to run various GGML models with KoboldAI's UI
langchain
⚡ Building applications with LLMs through composability ⚡
LatticeCryptosystems
Notes and code on lattice cryptosystems.
MathematicsIntuitionCNN
An experiment to see if CNNs can form faulty intuitions similar to primary school students
minima
Minima is a one-size-fits-all Jekyll theme for writers.
MLConcepts
A collection of things I've been thinking about
ProjectEulerProblems
Collection of problems I've been working on
prontoqa_llama
Synthetic question-answering dataset to formally analyze the chain-of-thought output of large language models on a reasoning task. Integrated with kobold.cpp
RectangularPegSolutionAlgorithm
Implemented some of the proof from the exciting new Rectangular Peg Problem solution paper as an algorithm
SiegelParamodularTwists
This python program attempts to calculate coefficients for twists of siegel paramodular forms
text-generation-webui
A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, OPT, and GALACTICA.
VirtualCuthroughRouting
Simulations of routing systems for messages between processors in a supercomputer
WorkoutApp
Android app for tracking workouts, made with my team in Software Engineering, Spring 2020