kgourgou

machine-learning-zettelkasten

Insert backlinks to markdown documents by using sklearn and cosine similarity.

kgourgou

mlx-examples

Examples in the MLX framework

raggler

Simple, local-first, retrieval-augmented generation without tears (or API keys). Powered by MLX and AlphaMonarch.

alignment-handbook

Robust recipes to align language models with human and AI preferences

chess_llm_interpretability

Evaluating an LLM trained on chess PGN strings using techniques from the Othello World Models paper.

curator

DAM

diff_history

[arXiv preprint 2024] Official code release accompanying the paper "diff History for Neural Language Agents" (Piterbarg, Pinto, Fergus)

diffuse-distributions

Forcing Diffuse Distributions out of Language Models

DSPy-Text2SQL

DSPY on action with OpenSource LLMs.

entropix

Entropy Based Sampling and Parallel CoT Decoding

folio-jekyll

guidance

A guidance language for controlling large language models.

LESS

Preprint: Less: Selecting Influential Data for Targeted Instruction Tuning

Linear-Token-Predictor

llm-autoeval

Automatically evaluate your LLMs in Google Colab

LookaheadDecoding

mamba.py

An efficient Mamba implementation in PyTorch and MLX.

mlx

MLX: An array framework for Apple silicon

neural_net_checklist

outlines

Structured Text Generation

pdf-renamer-server

A python tool to automatically rename the pdf files of scientific publications by looking up the publication metadata on the web.

posteriors

Uncertainty quantification with PyTorch

SAE-based-representation-engineering

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering

struct_gen_utils

thermox

Exact OU processes with JAX

time_interpret

Unified Model Interpretability Library for Time Series

TransformerLens

A library for mechanistic interpretability of GPT-style language models

yet-another-applied-llm-benchmark

A benchmark to evaluate language models on questions I've previously asked them to solve.