Discover @sangmichaelxie Open Source projects

Sang Michael Xie (@sangmichaelxie)

sangmichaelxie

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doremi

Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets

cs324_p2

Project 2 (Building Large Language Models) for Stanford CS324: Understanding and Developing Large Language Models (Winter 2022)

giraffe

Learning from Expert Data, Approximate IRL, and TD-Leaf for Deep Reinforcement Learning Chess, built on the recent Giraffe engine

pretraining_analysis

Code for the NeurIPS 2021 paper "Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning"

GestureLearner

CS229: Machine Learning Project

priority_mutex

A C++ mutex class that can give threads passed "with priority" first shot at the scheduler. Inspired by a test question to be as lean of an implementation as possible. Supposedly possible without the atomic<int> or any additional mutexes, cv's, etc. I would like to know if that is possible! Test harness is provided.