lucidrains repositories

Exploration and eventually practical implementation for the Multistep Quasimetric Estimation proposed by Zheng et al. of Berkeley

Last commit Jul 10, 2026

Implementation of Multistream Transformers in Pytorch

Last commit Jul 31, 2021

Implementation of Muse: Text-to-Image Generation via Masked Generative Transformers, in Pytorch

Last commit Feb 27, 2024

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

Last commit Sep 6, 2023

Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch

Last commit Dec 4, 2022

Quick implementation of nGPT, learning entirely on the hypersphere, from NvidiaAI

Last commit Jun 3, 2025

Implementation of the sparse attention pattern proposed by the Deepseek team in their "Native Sparse Attention" paper

Last commit Aug 15, 2025

Implementation of Natural Speech 2, Zero-shot Speech and Singing Synthesizer, in Pytorch

Last commit Sep 24, 2023

Explorations into NEAT and some of its derivative research

Last commit Jun 2, 2026

Explorations into the proposed NeuralGrok from Zhou et al. of EPFL

Last commit Oct 18, 2025

Implementation of Nvidia's NeuralPlexer, for end-to-end differentiable design of functional small-molecules and ligand-binding proteins, in Pytorch

Last commit Nov 20, 2023

Implementation of the Neural Sequence Chunker, Schmidhuber paper back from 1991, in the context of Attention and Transformers

Last commit Apr 1, 2022

a simple genetic algorithm written in Nim

Last commit Mar 22, 2025

Parser for mmCIF files in Nim

Last commit Dec 18, 2025

Implementation of a simple BPE tokenizer, but in Nim

Last commit Jul 2, 2023

Alternative Twitter front-end

Last commit Aug 8, 2023

🤗 nlp: datasets and evaluation metrics for Natural Language Processing in NumPy, Pandas, PyTorch and TensorFlow

Last commit Jul 1, 2020

🧬 Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics

Last commit Apr 3, 2023

Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch

Last commit Jan 17, 2023

Implementation of Nyström Self-attention, from the paper Nyströmformer

Last commit Mar 24, 2025