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Jane (Yuan) Xu's Projects

ao icon ao

Native PyTorch library for quantization and sparsity

benchmark icon benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

builder icon builder

Continuous builder and binary build scripts for pytorch

cesium icon cesium

An open-source JavaScript library for world-class 3D globes and maps :earth_americas:

flsim icon flsim

Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.

galore icon galore

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

geoguess icon geoguess

GeoGuess is an open-source geography game with Google Map StreetView. You can play solo or with your friends simultaneously.

lightning icon lightning

Deep learning framework to train, deploy, and ship AI products Lightning fast.

lit-llama icon lit-llama

Simple (fast) transformer inference in PyTorch with torch.compile + lit-llama code

nccl icon nccl

Optimized primitives for collective multi-GPU communication

opt_einsum icon opt_einsum

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

reagent icon reagent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

scrappydo icon scrappydo

From your scraps, do some hardware hacks! Submission to Dragonhacks 2018.

settings icon settings

Pull Requests for GitHub repository settings

test-infra icon test-infra

This repository hosts code that supports the testing infrastructure for the main PyTorch repo. For example, this repo hosts the logic to track disabled tests and slow tests, as well as our continuation integration jobs HUD/dashboard.

torchtune icon torchtune

A Native-PyTorch Library for LLM Fine-tuning

transformer_nuggets icon transformer_nuggets

A place to store reusable transformer components of my own creation or found on the interwebs

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