Implementing scalable LLMs in pure JAX (no third-party libraries)

A Fast Modular Synthesizer in JAX @ AES'23

Rust implementation of Tiny Recursive Models for efficient puzzle solving

Stupid test to check whether MDL principles improve ARC performance

NVARC solution to ARC-AGI-2

Continuous Thought Machines, because thought takes time and reasoning is a process.

A Graph Neural Network Library in Jax

Code for PuzzleJAX, a benchmark for reasoning and learning, that reimplements PuzzleScript, a concise and expressive DSL and game engine for grid-based puzzle games, in JAX.

An MDL-based approach to the Abstraction and Reasoning Corpus (ARC) challenge

Abstract Reasoning with Graph Abstractions (ARGA) implementation

Official Project Page for HLA: Higher-order Linear Attention (https://arxiv.org/abs/2510.27258)

Thermodynamic Hypergraphical Model Library in JAX

HRM Agent repo

Unofficial implementation of Tiny Recursive Model (TRM), improvement to HRM from Sapient AI, by Alexia Jolicoeur-Martineau

A comprehensive JAX/NNX library for diffusion and flow matching generative algorithms, featuring DiT (Diffusion Transformer) and its variants as the primary backbone with support for ImageNet train…

Message passing for expected free energy minimizing agent based on multivariate autoregressive exogenous models.

Flash Attention Triton kernel with support for second-order derivatives

NoProp algorithm in Equinox and Jax

Reinforcement learning on general 2D physics environments in JAX. ICLR 2025 Oral.

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

Hierarchical Reasoning Model Official Release