lxuechen Goto Github PK

hugo-academic

The website designer for Hugo. Build and deploy a beautiful website in minutes :rocket:

iclr20-great

Data and Code for Reproducing "Global Relational Models of Source Code"

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

imcmc

Image Markov Chain Monte Carlo

inference-suboptimality

Code for "Inference Suboptimality in Variational Autoencoders"

jax_privacy

Algorithms for Privacy-Preserving Machine Learning in JAX

jumbot

Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"

kfac-pytorch

Pytorch implementation of KFAC and E-KFAC (Natural Gradient).

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

latent_ode

Code for "Latent ODEs for Irregularly-Sampled Time Series" paper

learning_to_execute

Learning to Execute

levanter

Legibile, Scalable, Reproducible Foundation Models with Named Tensors and Jax

llm-training-puzzles

What would you do with 1000 H100s...

lm-bff

ACL'2021: LM-BFF: Better Few-shot Fine-tuning of Language Models

lxuechen

megatron-lm

Ongoing research training transformer models at scale

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

minrlhf

A minimal PyTorch re-implementation of RLHF

ml-swissknife

An ML research codebase built with friends :)

opacus

Training PyTorch models with differential privacy

open_flamingo

An open-source framework for training large multimodal models.

openvocabcodenlm

Contains the code for our ICSE 2020 paper: Big Code != Big Vocabulary: Open-Vocabulary Language Models for Source Code and for its earlier pre-print: Maybe Deep Neural Networks are the Best Choice for Modeling Source Code (https://arxiv.org/abs/1903.05734). This is the first open vocabulary language model for code that uses the byte pair encoding algorithm (BPE) to learn a segmentation of code tokens into subword units.

p-tuning

A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

phc-winner-argon2

The password hash Argon2, winner of PHC

prefixtuning

Prefix-Tuning: Optimizing Continuous Prompts for Generation

privacy

Library for training machine learning models with privacy for training data

private-transformers

A codebase that makes differentially private training of transformers easy.

pubmedgpt

pycparser

:snake: Complete C99 parser in pure Python