lxuechen

private-transformers. A codebase that makes differentially private training of transformers easy.

BDMC. PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.

ml-swissknife. An ML research codebase built with friends :)

inference-suboptimality. Code for "Inference Suboptimality in Variational Autoencoders"

Differentially-Private-Fine-tuning-of-Language-Models. Code for ICLR 2022 submission "Differentially Private Fine-tuning of Language Models".

FastChat. An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

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

LLM-Training-Puzzles. What would you do with 1000 H100s...